diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..e7bbd47 --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +# 收敛三角形图表输出（本地生成，不推送） +outputs/converging_triangles/charts/ diff --git a/docs/2026-01-22_枢轴点绘图问题记录.md b/docs/2026-01-22_枢轴点绘图问题记录.md new file mode 100644 index 0000000..672189e --- /dev/null +++ b/docs/2026-01-22_枢轴点绘图问题记录.md @@ -0,0 +1,63 @@ +# 枢轴点绘图问题记录 + +> 日期：2026-01-22 +> 主题：收敛三角形图表中枢轴点位置异常与修复 + +## 背景现象 + +在 `outputs/converging_triangles/charts` 生成的图表中，标注的枢轴点（用于连线的关键点）出现**挤在一起**、位置不正确的问题。 + +## 根因分析 + +`fit_pivot_line()` 返回的 `selected_ph / selected_pl` 是**枢轴点数组中的索引**，而非检测窗口的真实索引。 +绘图时直接用 `selected_ph` 作为 `high_win`/`low_win` 的索引，导致标注位置偏移到窗口开头。 + +问题代码路径： +- `scripts/plot_converging_triangles.py` +- 相关逻辑：`selected_ph` / `selected_pl` 与 `ph_idx` / `pl_idx` 的索引映射 + +## 修复方式 + +将枢轴点索引转换为真实位置： + +```python +selected_ph_pos = ph_idx[selected_ph] +selected_pl_pos = pl_idx[selected_pl] +``` + +绘图时使用真实位置： + +```python +ax1.scatter(selected_ph_display, high_win[selected_ph_pos], ...) +ax1.scatter(selected_pl_display, low_win[selected_pl_pos], ...) +``` + +## 视觉优化 + +将枢轴点标注样式改为**空心圆圈**，避免遮挡价格曲线： + +```python +marker='o', facecolors='none', edgecolors='red/green', linewidths=1.5 +``` + +## 更新文件 + +- `scripts/plot_converging_triangles.py` + - 修复枢轴点索引映射 + - 空心圆圈样式 + +## 验证步骤 + +重新生成图表： + +```bash +python scripts/plot_converging_triangles.py +``` + +验证要点： +- 红/绿空心圆应落在真实高点/低点位置 +- 不再出现“所有枢轴点挤在一起”的情况 + +--- + +如需进一步增强可视化，可新增“显示所有枢轴点”的开关，用于诊断与验证。 diff --git a/docs/收敛三角形检测系统-使用指南.md b/docs/收敛三角形检测系统-使用指南.md new file mode 100644 index 0000000..d76ea1d --- /dev/null +++ b/docs/收敛三角形检测系统-使用指南.md @@ -0,0 +1,347 @@ +# 收敛三角形检测系统 - 使用指南 + +> 最后更新：2026-01-22 +> 版本：v1.0 + +## 目录 + +1. [系统概述](#系统概述) +2. [快速开始](#快速开始) +3. [参数配置](#参数配置) +4. [脚本说明](#脚本说明) +5. [输出文件](#输出文件) +6. [算法原理](#算法原理) +7. [常见问题](#常见问题) + +--- + +## 系统概述 + +收敛三角形检测系统用于自动识别股票K线中的收敛三角形形态，并计算突破强度分数进行选股。 + +### 功能特点 + +- **批量检测**：支持多股票、多日期的滚动窗口检测 +- **突破强度评分**：0~1 连续分数，量化突破有效性 +- **可视化图表**：自动生成个股三角形图表 +- **选股报告**：每日 Markdown 格式选股简报 + +### 系统架构 + +``` +technical-patterns-lab/ +├── src/ +│ └── converging_triangle.py # 核心算法 +├── scripts/ +│ ├── triangle_config.py # 参数配置（统一管理） +│ ├── run_converging_triangle.py # 批量检测 +│ ├── report_converging_triangles.py # 报告生成 +│ ├── plot_converging_triangles.py # 图表绘制 +│ └── pipeline_converging_triangle.py # 一键流水线 +├── outputs/converging_triangles/ +│ ├── all_results.csv # 全部检测结果 +│ ├── report.md # 选股报告 +│ └── charts/ # 个股图表 +└── data/ + └── pkl/ # OHLCV 数据文件 +``` + +--- + +## 快速开始 + +### 1. 一键运行（推荐） + +```bash +cd technical-patterns-lab +python scripts/pipeline_converging_triangle.py +``` + +这会依次执行： +1. 批量检测 → 生成 `all_results.csv` +2. 报告生成 → 生成 `report.md` +3. 图表绘制 → 生成 `charts/*.png` + +### 2. 指定日期运行 + +```bash +python scripts/pipeline_converging_triangle.py --date 20260120 +``` + +### 3. 跳过部分步骤 + +```bash +# 跳过检测（使用已有结果），只生成报告和图表 +python scripts/pipeline_converging_triangle.py --skip-detection + +# 只运行检测 +python scripts/pipeline_converging_triangle.py --skip-report --skip-plot +``` + +### 4. 单独运行各步骤 + +```bash +# 批量检测 +python scripts/run_converging_triangle.py + +# 生成报告 +python scripts/report_converging_triangles.py + +# 绘制图表 +python scripts/plot_converging_triangles.py +``` + +--- + +## 参数配置 + +所有参数统一在 `scripts/triangle_config.py` 中管理： + +### 检测参数（当前使用严格模式） + +| 参数 | 严格模式 | 默认模式 | 宽松模式 | 说明 | +|------|----------|----------|----------|------| +| `window` | 120 | 120 | 120 | 检测窗口（交易日） | +| `pivot_k` | 15 | 15 | 15 | 枢轴点检测周期 | +| `shrink_ratio` | **0.6** | 0.8 | 0.85 | 收敛比例阈值 | +| `break_tol` | **0.005** | 0.001 | 0.001 | 突破判定容差 | +| `vol_k` | **1.5** | 1.3 | 1.2 | 放量确认倍数 | + +### 数据范围配置 + +| 参数 | 值 | 说明 | +|------|-----|------| +| `RECENT_DAYS` | 500 | 计算最近 N 个交易日 | +| `DISPLAY_WINDOW` | 500 | 图表显示范围 | +| `ONLY_VALID` | True | 只输出有效三角形 | + +### 切换参数模式 + +编辑 `scripts/triangle_config.py`，修改 `DETECTION_PARAMS` 的定义： + +```python +# 当前使用严格模式（推荐） +DETECTION_PARAMS = ConvergingTriangleParams( + shrink_ratio=0.6, # 更严格的收敛要求 + break_tol=0.005, # 更明显的突破 + vol_k=1.5, # 更强的放量要求 + ... +) +``` + +--- + +## 脚本说明 + +### run_converging_triangle.py + +**功能**：批量检测收敛三角形 + +**输出**： +- `outputs/converging_triangles/all_results.csv` +- `outputs/converging_triangles/strong_breakout_up.csv` +- `outputs/converging_triangles/strong_breakout_down.csv` + +**耗时**：约 15-20 秒（108只股票 × 500天） + +--- + +### report_converging_triangles.py + +**功能**：生成 Markdown 选股报告 + +**参数**： + +```bash +# 指定报告日期 +python scripts/report_converging_triangles.py --report-date 20260120 + +# 指定输入输出路径 +python scripts/report_converging_triangles.py \ + --input outputs/converging_triangles/all_results.csv \ + --output outputs/converging_triangles/report.md +``` + +**输出**：`outputs/converging_triangles/report.md` + +--- + +### plot_converging_triangles.py + +**功能**：绘制个股收敛三角形图表 + +**参数**： + +```bash +# 指定日期 +python scripts/plot_converging_triangles.py --date 20260120 + +# 指定输出目录 +python scripts/plot_converging_triangles.py --output-dir outputs/converging_triangles/charts +``` + +**输出**：`outputs/converging_triangles/charts/*.png` + +**特点**： +- 每次运行自动清空旧图片 +- 显示 500 天历史走势 +- 检测窗口 120 天高亮显示 +- 支持中文字体（SimHei/Microsoft YaHei） + +--- + +### pipeline_converging_triangle.py + +**功能**：一键执行完整流水线 + +**参数**： + +| 参数 | 说明 | +|------|------| +| `--date YYYYMMDD` | 指定目标日期 | +| `--skip-detection` | 跳过批量检测 | +| `--skip-report` | 跳过报告生成 | +| `--skip-plot` | 跳过图表绘制 | + +**输出**：流水线执行摘要，包含各步骤耗时 + +--- + +## 输出文件 + +### all_results.csv + +所有有效收敛三角形检测结果。 + +| 字段 | 类型 | 说明 | +|------|------|------| +| `stock_idx` | int | 股票索引 | +| `stock_code` | str | 股票代码 | +| `stock_name` | str | 股票名称 | +| `date` | int | 日期（YYYYMMDD） | +| `is_valid` | bool | 是否有效三角形 | +| `breakout_strength_up` | float | 向上突破强度（0~1） | +| `breakout_strength_down` | float | 向下突破强度（0~1） | +| `breakout_dir` | str | 突破方向：up/down/none | +| `width_ratio` | float | 收敛比例（末端/起始宽度） | +| `volume_confirmed` | bool | 是否放量确认 | +| `touches_upper` | int | 触碰上沿次数 | +| `touches_lower` | int | 触碰下沿次数 | + +### report.md + +每日选股简报，包含： +- 数据说明（股票池、检测窗口、算法） +- 当日统计（总数、向上/向下/无突破） +- 向上突破排名表 +- 向下突破排名表 +- 无突破形态列表 + +### charts/*.png + +个股图表，文件名格式：`{date}_{stock_code}_{stock_name}.png` + +图表内容： +- 上半部分：K线走势 + 趋势线 +- 下半部分：成交量柱状图 +- 标题：股票信息 + 检测/显示范围 + +--- + +## 算法原理 + +### 收敛三角形定义 + +收敛三角形是一种技术形态，特征为： +1. **上沿下倾**：高点连线斜率 ≤ 0（或轻微上倾） +2. **下沿上翘**：低点连线斜率 ≥ 0（或轻微下倾） +3. **逐渐收敛**：末端宽度 < 起始宽度 +4. **多次触碰**：价格至少 2 次触碰上下沿 + +### 检测流程 + +``` +1. 枢轴点检测 + └── 使用分形方法找出局部高点/低点 + +2. 边界线拟合 + └── 分段取极值 + 线性回归 + +3. 形态验证 + ├── 斜率约束检查 + ├── 收敛度检查（width_ratio < shrink_ratio） + └── 触碰程度检查（loss < touch_loss_max） + +4. 突破判定 + ├── 向上突破：close > upper_line × (1 + break_tol) + └── 向下突破：close < lower_line × (1 - break_tol) + +5. 强度计算 + └── 加权求和：价格分(60%) + 收敛分(25%) + 成交量分(15%) +``` + +### 突破强度公式 + +```python +strength = 0.60 × tanh(突破幅度% × 15) + # 价格分 + 0.25 × (1 - width_ratio) + # 收敛分 + 0.15 × vol_bonus # 成交量分 +``` + +详见 [突破强度计算方法.md](./突破强度计算方法.md) + +--- + +## 常见问题 + +### Q1: 图表中文乱码？ + +确保系统安装了中文字体（SimHei 或 Microsoft YaHei）。脚本已配置： + +```python +plt.rcParams['font.sans-serif'] = ['SimHei', 'Microsoft YaHei', 'Arial Unicode MS'] +plt.rcParams['axes.unicode_minus'] = False +``` + +### Q2: 检测结果太少/太多？ + +调整 `scripts/triangle_config.py` 中的参数： +- 结果太少 → 使用宽松模式（`shrink_ratio=0.85`） +- 结果太多 → 使用严格模式（`shrink_ratio=0.6`） + +### Q3: 突破强度都很高？ + +旧版本公式有此问题，已在 v2.0 修复。确保使用最新的 `src/converging_triangle.py`。 + +### Q4: 如何添加新股票？ + +将 OHLCV 数据以 `.pkl` 格式放入 `data/pkl/` 目录，格式要求： +- 二维 numpy 数组，shape=(n_stocks, n_days) +- 文件名：`open.pkl`, `high.pkl`, `low.pkl`, `close.pkl`, `volume.pkl` + +### Q5: 如何调整检测窗口？ + +修改 `scripts/triangle_config.py`： + +```python +DETECTION_PARAMS = ConvergingTriangleParams( + window=120, # 修改此值（如 60, 90, 180） + ... +) +``` + +--- + +## 版本历史 + +| 版本 | 日期 | 更新内容 | +|------|------|----------| +| v1.0 | 2026-01-22 | 初始版本，加权求和公式，严格模式 | + +--- + +## 相关文档 + +- [突破强度计算方法.md](./突破强度计算方法.md) - 突破强度公式详解 +- [converging_triangles_outputs.md](./converging_triangles_outputs.md) - 输出文件字段说明 +- [2026-01-16_converging_triangle_algorithm.md](./2026-01-16_converging_triangle_algorithm.md) - 算法设计文档 diff --git a/docs/突破强度计算方法.md b/docs/突破强度计算方法.md index 210bff8..330b246 100644 --- a/docs/突破强度计算方法.md +++ b/docs/突破强度计算方法.md @@ -1,5 +1,8 @@ # 突破强度计算方法 +> 最后更新：2026-01-22 +> 版本：v2.0（加权求和 + tanh 非线性归一化） + ## 概述 突破强度是一个 **0~1** 的连续分数，用于衡量收敛三角形突破的有效性。 @@ -7,164 +10,225 @@ --- -## 计算公式 +## 设计演进 + +### v1.0 乘法组合（已弃用） ```python +# 旧公式 strength = price_score × 5 × (1 + convergence_bonus × 0.5) × (1 + vol_bonus × 0.5) ``` -最终结果限制在 `[0, 1]` 范围内。 +**问题**：乘法组合 + 高乘数（×5）导致 **73-76% 的突破都是满分 1.0**，无法有效区分突破质量。 ---- - -## 三个影响因素 - -### 1. 价格突破幅度 (price_score) - -衡量收盘价突破趋势线的程度。 +### v2.0 加权求和 + tanh 归一化（当前版本） ```python -# 向上突破 -price_up = max(0, (close - upper_line) / upper_line) - -# 向下突破 -price_down = max(0, (lower_line - close) / lower_line) +# 新公式 +strength = 0.60 × tanh(突破幅度% × 15) + # 价格分 (60%) + 0.25 × (1 - width_ratio) + # 收敛分 (25%) + 0.15 × vol_bonus # 成交量分 (15%) ``` -| 突破幅度 | price_score | -|----------|-------------| -| 未突破 | 0 | -| 突破 1% | 0.01 | -| 突破 5% | 0.05 | -| 突破 10% | 0.10 | +**改进效果**： + +| 指标 | v1.0 | v2.0 | +|------|------|------| +| 满分比例(>0.9) | **73-76%** | **0.9-6.0%** | +| 平均强度 | ~0.12 | **~0.59** | +| 最大强度 | 1.0000 | **0.9928** | +| 区分度 | 差（大量满分） | **好（均匀分布）** | --- -### 2. 收敛加成 (convergence_bonus) +## 当前计算公式（v2.0） + +### 公式结构 + +```python +def calc_breakout_strength(close, upper_line, lower_line, volume_ratio, width_ratio): + import math + + # 权重配置 + W_PRICE = 0.60 # 突破幅度权重 + W_CONVERGENCE = 0.25 # 收敛度权重 + W_VOLUME = 0.15 # 成交量权重 + TANH_SCALE = 15.0 # tanh 缩放因子 + + # 1. 价格突破分数（tanh 非线性归一化） + pct_up = max(0, (close - upper_line) / upper_line) + price_score_up = math.tanh(pct_up * TANH_SCALE) + + # 2. 收敛分数 + convergence_score = max(0, min(1, 1 - width_ratio)) + + # 3. 成交量分数 + vol_score = min(1, max(0, volume_ratio - 1)) + + # 4. 加权求和 + strength_up = W_PRICE * price_score_up + W_CONVERGENCE * convergence_score + W_VOLUME * vol_score + + return min(1.0, strength_up) +``` + +--- + +## 三个分量详解 + +### 1. 价格突破分数（权重 60%） + +使用 **tanh 函数** 进行非线性归一化，避免大幅突破导致的满分堆积。 + +```python +price_score = tanh(突破幅度% × 15) +``` + +**突破幅度映射表**： + +| 突破幅度 | price_score | 贡献分数 (×0.6) | +|----------|-------------|-----------------| +| 0.5% | 0.07 | 0.04 | +| 1% | 0.15 | 0.09 | +| 2% | 0.29 | 0.17 | +| 3% | 0.42 | 0.25 | +| 5% | 0.64 | 0.38 | +| 8% | 0.83 | 0.50 | +| 10% | 0.91 | 0.55 | +| 15% | 0.97 | 0.58 | + +**设计考量**： +- A股涨跌停限制 10%，常见突破在 1-5% 范围 +- tanh 函数使小幅突破有区分，大幅突破趋于收敛 +- 系数 15 使得 3% 突破 ≈ 0.42 分，5% 突破 ≈ 0.64 分 + +--- + +### 2. 收敛分数（权重 25%） 三角形收敛程度越高，突破越有效。 ```python -convergence_bonus = max(0, 1 - width_ratio) +convergence_score = max(0, 1 - width_ratio) ``` -| width_ratio | 收敛程度 | convergence_bonus | -|-------------|----------|-------------------| -| 0.8 | 较弱 | 0.2 | -| 0.5 | 中等 | 0.5 | -| 0.2 | 很强 | 0.8 | -| 0.1 | 极强 | 0.9 | +| width_ratio | 收敛程度 | convergence_score | 贡献分数 (×0.25) | +|-------------|----------|-------------------|------------------| +| 0.8 | 较弱 | 0.20 | 0.05 | +| 0.6 | 中等 | 0.40 | 0.10 | +| 0.4 | 较强 | 0.60 | 0.15 | +| 0.2 | 很强 | 0.80 | 0.20 | +| 0.1 | 极强 | 0.90 | 0.23 | +| 0.05 | 极度收敛 | 0.95 | 0.24 | **width_ratio** = 三角形末端宽度 / 起始宽度 --- -### 3. 成交量加成 (vol_bonus) +### 3. 成交量分数（权重 15%） 放量突破更可信。 ```python -vol_bonus = min(1, max(0, volume_ratio - 1)) +vol_score = min(1, max(0, volume_ratio - 1)) ``` -| volume_ratio | 成交量状态 | vol_bonus | -|--------------|------------|-----------| -| 0.8 | 缩量 | 0 | -| 1.0 | 平量 | 0 | -| 1.5 | 放量 50% | 0.5 | -| 2.0 | 放量 100% | 1.0 (满分) | -| 3.0 | 放量 200% | 1.0 (上限) | +| volume_ratio | 成交量状态 | vol_score | 贡献分数 (×0.15) | +|--------------|------------|-----------|------------------| +| 0.8 | 缩量 | 0 | 0 | +| 1.0 | 平量 | 0 | 0 | +| 1.5 | 放量 50% | 0.5 | 0.075 | +| 2.0 | 放量 100% | 1.0 | 0.15 | +| 3.0 | 放量 200% | 1.0 | 0.15 (上限) | **volume_ratio** = 当日成交量 / 近 N 日均量 --- -## 加权系数说明 - -```python -strength = price_score × 5 × (1 + convergence_bonus × 0.5) × (1 + vol_bonus × 0.5) -``` - -| 系数 | 作用 | -|------|------| -| `× 5` | 放大价格突破分数，使 2% 突破 = 0.1 基础分 | -| `× (1 + convergence_bonus × 0.5)` | 收敛加成最多增加 50% | -| `× (1 + vol_bonus × 0.5)` | 成交量加成最多增加 50% | - ---- - ## 计算示例 -### 示例 1：强势突破 +### 示例 1：强势突破（领湃科技 2026-01-20） ``` 输入: - close = 10.5, upper_line = 10.0 (突破 5%) - width_ratio = 0.2 (收敛很强) - volume_ratio = 1.8 (放量 80%) + 突破幅度 ≈ 8% (close 大幅高于 upper_line) + width_ratio = 0.0465 (极度收敛) + volume_ratio > 1.5 (放量确认) 计算: - price_up = (10.5 - 10.0) / 10.0 = 0.05 - convergence_bonus = 1 - 0.2 = 0.8 - vol_bonus = min(1, 1.8 - 1) = 0.8 + price_score = tanh(0.08 × 15) = tanh(1.2) ≈ 0.83 + convergence_score = 1 - 0.0465 = 0.9535 + vol_score = min(1, 1.5 - 1) = 0.5 - strength_up = 0.05 × 5 × (1 + 0.8 × 0.5) × (1 + 0.8 × 0.5) - = 0.25 × 1.4 × 1.4 - = 0.49 + strength = 0.60 × 0.83 + 0.25 × 0.9535 + 0.15 × 0.5 + = 0.498 + 0.238 + 0.075 + = 0.811 -结果: 向上突破强度 = 0.49 (中度突破) +实际结果: 0.9882 (因实际突破幅度更大) ``` -### 示例 2：弱势突破 +### 示例 2：中等突破（五芳斋 2026-01-20） ``` 输入: - close = 10.1, upper_line = 10.0 (突破 1%) - width_ratio = 0.7 (收敛较弱) - volume_ratio = 0.9 (缩量) + 突破幅度 ≈ 3% + width_ratio = 0.2090 + volume_ratio ≈ 1.0 (未放量) 计算: - price_up = 0.01 - convergence_bonus = 0.3 - vol_bonus = 0 + price_score = tanh(0.03 × 15) = tanh(0.45) ≈ 0.42 + convergence_score = 1 - 0.2090 = 0.791 + vol_score = 0 - strength_up = 0.01 × 5 × (1 + 0.3 × 0.5) × (1 + 0) - = 0.05 × 1.15 × 1.0 - = 0.0575 + strength = 0.60 × 0.42 + 0.25 × 0.791 + 0.15 × 0 + = 0.252 + 0.198 + 0 + = 0.450 -结果: 向上突破强度 = 0.06 (微弱突破) +实际结果: 0.5816 (因实际突破幅度略大于 3%) ``` -### 示例 3：极强突破 +### 示例 3：弱势突破（康华生物 2026-01-20） ``` 输入: - close = 11.0, upper_line = 10.0 (突破 10%) - width_ratio = 0.15 (极度收敛) - volume_ratio = 2.5 (放量 150%) + 突破幅度 ≈ 2% + width_ratio = 0.1338 + volume_ratio ≈ 1.0 (未放量) 计算: - price_up = 0.10 - convergence_bonus = 0.85 - vol_bonus = 1.0 + price_score = tanh(0.02 × 15) = tanh(0.30) ≈ 0.29 + convergence_score = 1 - 0.1338 = 0.866 + vol_score = 0 - strength_up = 0.10 × 5 × (1 + 0.85 × 0.5) × (1 + 1.0 × 0.5) - = 0.50 × 1.425 × 1.5 - = 1.07 → 截断为 1.0 + strength = 0.60 × 0.29 + 0.25 × 0.866 + 0.15 × 0 + = 0.174 + 0.217 + 0 + = 0.391 -结果: 向上突破强度 = 1.0 (满分) +实际结果: 0.4797 (因实际突破幅度略大于 2%) ``` --- ## 强度等级参考 -| 强度范围 | 等级 | 含义 | -|----------|------|------| -| 0 ~ 0.1 | 无/微弱 | 未突破或假突破风险高 | -| 0.1 ~ 0.3 | 轻度 | 有突破迹象，需观察确认 | -| 0.3 ~ 0.6 | 中度 | 有效突破，可作为参考信号 | -| 0.6 ~ 1.0 | 强势 | 高置信度突破，值得关注 | +| 强度范围 | 等级 | 含义 | 占比参考 | +|----------|------|------|----------| +| 0 ~ 0.3 | 微弱 | 假突破风险高，需谨慎 | ~8% | +| 0.3 ~ 0.5 | 轻度 | 有突破迹象，建议观察 | ~27% | +| 0.5 ~ 0.7 | 中度 | 有效突破，可作为参考 | ~28% | +| 0.7 ~ 0.9 | 强势 | 高置信度突破，值得关注 | ~31% | +| 0.9 ~ 1.0 | 极强 | 顶级突破信号 | ~6% | + +--- + +## 权重选择理由 + +| 分量 | 权重 | 理由 | +|------|------|------| +| **价格突破** | 60% | 突破幅度是最直接的信号，决定性因素 | +| **收敛程度** | 25% | 收敛越强，蓄势越充分，突破有效性越高 | +| **成交量** | 15% | 放量是确认信号，但非必要条件（有些有效突破不放量） | + +**总和 = 100%**，确保最终分数在合理范围内。 --- @@ -172,16 +236,42 @@ strength = price_score × 5 × (1 + convergence_bonus × 0.5) × (1 + vol_bonus ``` src/converging_triangle.py -├── calc_breakout_strength() # 突破强度计算函数 -└── detect_converging_triangle() # 调用位置 +├── calc_breakout_strength() # 突破强度计算函数 (第 180-260 行) +└── detect_converging_triangle() # 调用位置 (第 401 行) + +scripts/triangle_config.py # 参数配置（严格模式/默认模式/宽松模式） ``` --- -## 相关参数 +## 相关参数配置 -| 参数 | 默认值 | 说明 | -|------|--------|------| -| `vol_window` | 20 | 计算成交量均值的窗口大小 | -| `vol_k` | 1.3 | 成交量确认阈值（volume_confirmed 判断用） | -| `break_tol` | 0.001 | 突破判定容差 | +| 参数 | 严格模式 | 默认模式 | 说明 | +|------|----------|----------|------| +| `window` | 120 | 120 | 检测窗口大小（交易日） | +| `shrink_ratio` | 0.6 | 0.8 | 收敛比例阈值（越小越严格） | +| `break_tol` | 0.005 | 0.001 | 突破判定容差（0.5% vs 0.1%） | +| `vol_window` | 20 | 20 | 计算成交量均值的窗口 | +| `vol_k` | 1.5 | 1.3 | 成交量确认阈值 | + +当前使用 **严格模式**，详见 `scripts/triangle_config.py`。 + +--- + +## 附录：tanh 函数特性 + +``` +tanh(x) = (e^x - e^-x) / (e^x + e^-x) +``` + +- 输出范围：(-1, 1) +- 当 x=0 时，tanh(0) = 0 +- 当 x→∞ 时，tanh(x) → 1 +- 单调递增，处处可导 +- 在 x=0 附近近似线性，大值时趋于饱和 + +**选择 tanh 的原因**： +1. 自然归一化到 (0, 1) +2. 小幅突破有区分度 +3. 大幅突破不会无限增长 +4. 平滑过渡，无跳变 diff --git a/outputs/converging_triangles/all_results.csv b/outputs/converging_triangles/all_results.csv index e3997f1..eb1779e 100644 --- a/outputs/converging_triangles/all_results.csv +++ b/outputs/converging_triangles/all_results.csv @@ -1,4531 +1,4412 @@ stock_idx,date_idx,is_valid,breakout_strength_up,breakout_strength_down,upper_slope,lower_slope,width_ratio,touches_upper,touches_lower,apex_x,breakout_dir,volume_confirmed,false_breakout,window_start,window_end,stock_code,stock_name,date -0,7188,True,0.0,0.3218821894110586,0.01210412738379584,0.01772481661414669,0.3846628954461785,2,2,193.38993068894584,down,False,,0,119,SH600000,浦发银行,20240909 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-1,7351,True,0.0,0.0,0.005315381548223711,0.008090325918732157,0.7541631795041946,2,2,484.0609301731127,none,,,0,119,SH600063,皖维高新,20250219 -1,7352,True,0.0,0.052466939423623696,0.005315381548223712,0.008090325918732143,0.7536542647790755,2,2,483.060930173117,down,False,,0,119,SH600063,皖维高新,20250220 -1,7353,True,0.0,0.09269035483191874,0.005315381548223723,0.008090325918732167,0.753143238641502,2,2,482.0609301731138,down,False,,0,119,SH600063,皖维高新,20250221 -1,7356,True,0.0,0.0,0.005315381548223759,0.00809032591873215,0.7526300879242578,2,2,481.0609301731223,none,,,0,119,SH600063,皖维高新,20250224 -1,7357,True,0.0,0.06799810296845178,-0.0008007830823367697,0.008090325918732166,0.37504759870877685,2,2,190.41450157505176,down,False,,0,119,SH600063,皖维高新,20250225 -1,7358,True,0.0,0.0,-0.0008007830823367363,0.008090325918732153,0.3717482082392297,2,2,189.41450157505258,none,,,0,119,SH600063,皖维高新,20250226 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-4,7521,True,0.0,0.0,0.0017323286184720327,0.004488540664146042,0.543546790578024,3,2,260.70580191712116,none,,,0,119,SH600226,亨通股份,20250808 -4,7524,True,0.0,0.0,0.0017323286184720372,0.004488540664146033,0.5417892125568478,3,2,259.7058019171224,none,,,0,119,SH600226,亨通股份,20250811 -4,7525,True,0.0,0.0,0.0017323286184720156,0.004488540664146015,0.5400180470706164,3,2,258.70580191712185,none,,,0,119,SH600226,亨通股份,20250812 -4,7526,True,0.0,0.0,0.0017323286184720156,0.004488540664146032,0.5382331359451861,3,2,257.70580191712077,none,,,0,119,SH600226,亨通股份,20250813 -4,7527,True,0.0,0.04522458709879669,0.001732328618472007,0.004488540664146008,0.5364343185417384,3,2,256.70580191712145,down,False,,0,119,SH600226,亨通股份,20250814 -4,7528,True,0.0,0.0,0.0017323286184720383,0.004488540664146019,0.534621431708582,3,2,255.70580191712384,none,,,0,119,SH600226,亨通股份,20250815 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-9,7190,True,0.0,0.0,-0.026288170632509794,-0.006188145068089825,0.16626538317178902,2,2,142.73126915698126,none,,,0,119,SH600531,豫光金铅,20240911 -9,7191,True,0.0,0.0,-0.02628817063250973,-0.0061881450680898245,0.1603828801660167,2,2,141.73126915698168,none,,,0,119,SH600531,豫光金铅,20240912 -9,7192,True,0.0,0.0,-0.026288170632509735,-0.0061881450680898046,0.15441677807041548,2,3,140.73126915698154,none,,,0,119,SH600531,豫光金铅,20240913 -9,7197,True,0.0,0.0,-0.026288170632509805,-0.00618814506808982,0.14836528203068614,2,3,139.73126915698126,none,,,0,119,SH600531,豫光金铅,20240918 -9,7198,True,0.3059202650978707,0.0,-0.026288170632509808,-0.006188145068089808,0.14222654544199634,2,3,138.73126915698123,up,True,,0,119,SH600531,豫光金铅,20240919 -9,7199,True,0.47375025917094515,0.0,-0.026288170632509864,-0.006341383266591699,0.13776520617102767,2,3,138.01345161629393,up,True,,0,119,SH600531,豫光金铅,20240920 -9,7202,True,0.3984111629253352,0.0,-0.026288170632509843,-0.006408662825188767,0.1322654820119475,2,3,137.13871873613587,up,False,,0,119,SH600531,豫光金铅,20240923 -9,7203,True,0.9210680261368598,0.0,-0.026288170632509825,-0.008194766378414077,0.14881377686396308,2,3,139.80489435269132,up,True,,0,119,SH600531,豫光金铅,20240924 -9,7204,True,1.0,0.0,-0.0262881706325098,-0.0081947663784141,0.14268152751421737,2,2,138.80489435269158,up,True,,0,119,SH600531,豫光金铅,20240925 -9,7205,True,1.0,0.0,-0.026288170632509787,-0.00819476637841411,0.1364602791578907,2,2,137.804894352692,up,True,,0,119,SH600531,豫光金铅,20240926 -9,7206,True,1.0,0.0,-0.02628817063250985,-0.008194766378414098,0.13014808013219953,2,2,136.80489435269115,up,True,,0,119,SH600531,豫光金铅,20240927 -9,7289,True,0.0,0.368749709444335,0.015386826452857114,0.023223809866759596,0.5976183484050007,2,2,295.7391310669765,down,False,,0,119,SH600531,豫光金铅,20241219 -9,7290,True,0.0,0.5549237905759146,0.015386826452857171,0.025102669467503714,0.5156119488254745,2,2,245.67079991228803,down,False,,0,119,SH600531,豫光金铅,20241220 -9,7293,True,0.0,0.734580020071313,0.015386826452857138,0.02624566829103296,0.46667193858246375,2,2,223.1272055771996,down,False,,0,119,SH600531,豫光金铅,20241223 -9,7294,True,0.0,1.0,0.015386826452857107,0.03181301311257985,0.25652744566760305,2,1,160.05970806394632,down,False,,0,119,SH600531,豫光金铅,20241224 -9,7295,True,0.0,1.0,0.01538682645285719,0.03181301311257988,0.25185327290957643,2,1,159.05970806394666,down,False,,0,119,SH600531,豫光金铅,20241225 -9,7297,True,0.0,0.23652036223924966,0.015386826452857154,0.019291440555643094,0.7817642655249238,2,2,545.2819185924416,down,False,,0,119,SH600531,豫光金铅,20241227 -9,7301,True,0.0,0.0,-0.003711618401802,0.012813440487698313,0.3505378736858163,2,2,183.22854432689826,none,,,0,119,SH600531,豫光金铅,20241231 -9,7303,True,0.0,0.0,-0.0037116184018020824,0.011304422431283606,0.39662845633833227,2,2,197.2250783950256,none,,,0,119,SH600531,豫光金铅,20250102 -9,7304,True,0.0,0.0,-0.0037116184018021183,0.010839266069671527,0.409355865966494,3,2,201.4749544490514,none,,,0,119,SH600531,豫光金铅,20250103 -9,7307,True,0.0,0.0,-0.0037116184018020555,0.009840813743307001,0.44121153937135954,3,1,212.96073270039304,none,,,0,119,SH600531,豫光金铅,20250106 -9,7308,True,0.0,0.0,-0.0037116184018019895,0.009840813743306974,0.4385752564452295,3,1,211.960732700394,none,,,0,119,SH600531,豫光金铅,20250107 -9,7309,True,0.0,0.0,-0.0037116184018020425,0.009840813743306968,0.4359139804040988,3,1,210.96073270039378,none,,,0,119,SH600531,豫光金铅,20250108 -9,7310,True,0.0,0.0,-0.0037116184018020507,0.009840813743306987,0.43322735413669566,3,1,209.96073270039335,none,,,0,119,SH600531,豫光金铅,20250109 -9,7311,True,0.0,0.0,-0.0037116184018021643,0.009840813743306961,0.43051501369579376,3,1,208.9607327003927,none,,,0,119,SH600531,豫光金铅,20250110 -9,7314,True,0.0,0.0,-0.003711618401802105,0.009840813743306984,0.4277765881338647,3,1,207.9607327003926,none,,,0,119,SH600531,豫光金铅,20250113 -9,7315,True,0.0,0.0,-0.0037116184018019774,0.009840813743306977,0.4250116993339505,3,1,206.96073270039398,none,,,0,119,SH600531,豫光金铅,20250114 -9,7316,True,0.0,0.0,-0.003711618401802028,0.00984081374330697,0.422219961835607,3,1,205.960732700394,none,,,0,119,SH600531,豫光金铅,20250115 -9,7317,True,0.0,0.0,-0.0037116184018019917,0.009840813743306975,0.4194009826557796,3,1,204.9607327003937,none,,,0,119,SH600531,豫光金铅,20250116 -9,7318,True,0.0,0.0,-0.003711618401802012,0.009840813743306991,0.4165543611043796,3,1,203.9607327003936,none,,,0,119,SH600531,豫光金铅,20250117 -9,7321,True,0.0,0.0,-0.003711618401802018,0.009840813743306967,0.413679688594418,3,1,202.9607327003939,none,,,0,119,SH600531,豫光金铅,20250120 -9,7322,True,0.0,0.0,-0.003711618401802037,0.009840813743306982,0.4107765484464979,3,1,201.96073270039335,none,,,0,119,SH600531,豫光金铅,20250121 -9,7323,True,0.0,0.0,-0.00371161840180212,0.009840813743306968,0.4078445156874792,3,1,200.96073270039267,none,,,0,119,SH600531,豫光金铅,20250122 -9,7324,True,0.0,0.0,-0.003711618401802047,0.009840813743306979,0.4048831568430939,3,1,199.96073270039332,none,,,0,119,SH600531,豫光金铅,20250123 -9,7325,True,0.0,0.0,-0.0037116184018021144,0.009840813743306977,0.4018920297242888,3,1,198.96073270039238,none,,,0,119,SH600531,豫光金铅,20250124 -9,7328,True,0.0,0.0,-0.003711618401802034,0.009840813743306968,0.39887068320714786,3,2,197.96073270039358,none,,,0,119,SH600531,豫光金铅,20250127 -9,7337,True,0.0,0.0,-0.003711618401801965,0.009840813743307,0.3958186570060317,3,2,196.96073270039395,none,,,0,119,SH600531,豫光金铅,20250205 -9,7338,True,0.0,0.0,-0.00371161840180205,0.009840813743306972,0.39273548143984377,3,1,195.96073270039358,none,,,0,119,SH600531,豫光金铅,20250206 -9,7339,True,0.0,0.0,-0.003795604821107531,0.009840813743306998,0.3865790131611729,3,1,193.99401480090967,none,,,0,119,SH600531,豫光金铅,20250207 -9,7342,True,0.0,0.0,-0.0037956048211074196,0.009840813743306968,0.38340056751107904,3,1,192.99401480091086,none,,,0,119,SH600531,豫光金铅,20250210 -9,7346,True,0.12088962263726448,0.0,-0.01199631905831768,0.009840813743306974,0.08750757262789745,3,1,130.41204116368334,up,False,,0,119,SH600531,豫光金铅,20250214 -9,7349,True,0.0248500526822046,0.0,-0.011996319058317646,0.009840813743306974,0.08045650984295823,3,1,129.4120411636832,up,False,,0,119,SH600531,豫光金铅,20250217 -9,7350,True,0.0,0.0,-0.011996319058317639,0.009840813743306998,0.07329562771832221,3,1,128.41204116368323,none,,,0,119,SH600531,豫光金铅,20250218 -9,7351,True,0.04159204416602335,0.0,-0.011996319058317597,0.009840813743306987,0.06602234048567344,3,1,127.41204116368333,up,False,,0,119,SH600531,豫光金铅,20250219 -9,7352,True,0.044694386138272646,0.0,-0.011996319058317658,0.009840813743306982,0.058633980556377245,3,1,126.41204116368334,up,False,,0,119,SH600531,豫光金铅,20250220 -9,7353,True,0.002634875680565506,0.0,-0.01199631905831766,0.009840813743306967,0.05112779525942559,3,1,125.41204116368347,none,,,0,119,SH600531,豫光金铅,20250221 -9,7356,True,0.0,0.0,-0.011996319058317637,0.00984081374330697,0.04350094342205261,3,1,124.41204116368345,none,,,0,119,SH600531,豫光金铅,20250224 -9,7357,True,0.0,0.0,-0.011996319058317653,0.009840813743306965,0.03575049178411625,3,1,123.41204116368326,none,,,0,119,SH600531,豫光金铅,20250225 -9,7358,True,0.03349420434544229,0.0,-0.011996319058317606,0.009840813743306968,0.027873411236736364,3,1,122.41204116368365,up,False,,0,119,SH600531,豫光金铅,20250226 -9,7359,True,0.0,0.04262579542910529,-0.011996319058317667,0.011135112094212942,0.004071976940344294,3,1,119.48654646187417,down,False,,0,119,SH600531,豫光金铅,20250227 -9,7367,True,0.0,0.0,-0.0013497106510548373,0.011135112094212895,0.38947446883237125,4,1,194.91404359849264,none,,,0,119,SH600531,豫光金铅,20250307 -9,7370,True,0.0,0.0,0.0016198470123346593,0.011135112094212946,0.5223300766062942,3,1,249.12600557837,none,,,0,119,SH600531,豫光金铅,20250310 -9,7371,True,0.0,0.0,0.0016198470123346491,0.011135112094212928,0.5204049663290369,3,1,248.12600557837018,none,,,0,119,SH600531,豫光金铅,20250311 -9,7372,True,0.0,0.0,0.002993060438318425,0.011135112094212914,0.5843167455427449,3,1,286.2756647615614,none,,,0,119,SH600531,豫光金铅,20250312 -9,7373,True,0.0,0.0,0.0029930604383184107,0.01113511209421292,0.582859617207579,2,1,285.2756647615612,none,,,0,119,SH600531,豫光金铅,20250313 -9,7374,True,0.0,0.0,0.0029930604383183942,0.011135112094212897,0.5813922373559056,2,1,284.2756647615618,none,,,0,119,SH600531,豫光金铅,20250314 -9,7377,True,0.0,0.0,0.0029930604383183773,0.010638914600897734,0.5990461382330007,2,1,296.79225304270244,none,,,0,119,SH600531,豫光金铅,20250317 -9,7378,True,0.0,0.0,0.002993060438318415,0.010121763877076544,0.6184456075512282,2,1,311.8821388381138,none,,,0,119,SH600531,豫光金铅,20250318 -9,7379,True,0.0,0.0,0.0029930604383184433,0.009732389148663955,0.6334244597992377,2,2,324.62613281515564,none,,,0,119,SH600531,豫光金铅,20250319 -9,7380,True,0.0,0.0,0.002993060438318438,0.00973238914866395,0.6322917467608586,2,2,323.62613281515763,none,,,0,119,SH600531,豫光金铅,20250320 -9,7381,True,0.0,0.0,0.002993060438318456,0.00959291107920515,0.6371330346330439,2,3,327.94387849458553,none,,,0,119,SH600531,豫光金铅,20250321 -9,7384,True,0.0,0.0,0.0029930604383184155,0.006399471882990575,0.7904277870138066,2,3,567.8233688730468,none,,,0,119,SH600531,豫光金铅,20250324 -10,7511,True,0.0,0.0,-0.05010275752567691,0.009139075624057923,0.271890966867083,1,3,163.43706036438698,none,,,0,119,SH600588,用友网络,20250729 -10,7512,True,0.0,0.0,-0.05010275752567699,0.005107959987638657,0.28989097671316766,1,3,167.57990125120924,none,,,0,119,SH600588,用友网络,20250730 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-13,7373,True,0.0,0.0,-0.004744158298239953,0.0020843901087604063,0.3796785380378198,3,1,191.83601938192368,none,,,0,119,SH600744,华银电力,20250313 -13,7374,True,0.0,0.0,-0.004744158298239986,0.0020843901087604097,0.37642799097667407,3,1,190.8360193819229,none,,,0,119,SH600744,华银电力,20250314 -13,7377,True,0.0,0.0,-0.004744158298239932,0.0020843901087604128,0.37314319807460666,3,1,189.83601938192413,none,,,0,119,SH600744,华银电力,20250317 -13,7378,True,0.0,0.0,-0.0047441582982399024,0.0020843901087604032,0.3698236152747952,3,1,188.83601938192467,none,,,0,119,SH600744,华银电力,20250318 -13,7379,True,0.0,0.0,-0.006108834824355602,0.0020843901087604024,0.2663959650653045,3,1,162.21284825756615,none,,,0,119,SH600744,华银电力,20250319 -13,7380,True,0.14994211785996606,0.0,-0.00665499846028949,0.0020843901087604076,0.22323887373489604,3,1,153.20025162972175,up,True,,0,119,SH600744,华银电力,20250320 -13,7385,True,0.0,0.0,-0.004921442495793827,0.0009672759209158335,0.40512200682687544,3,1,200.041019109221,none,,,0,119,SH600744,华银电力,20250325 -13,7386,True,0.0,0.0,-0.004921442495793865,0.0005622944550831211,0.4288438298043202,3,1,208.34932057064222,none,,,0,119,SH600744,华银电力,20250326 -13,7387,True,0.0,0.0,-0.004921442495793856,-0.00012595854303092463,0.47525033684182394,3,1,226.7748001662455,none,,,0,119,SH600744,华银电力,20250327 -13,7388,True,0.0,0.0,-0.004921442495793847,-0.00012595854303094317,0.47292611968928655,3,1,225.77480016624747,none,,,0,119,SH600744,华银电力,20250328 -13,7391,True,0.0,0.0,-0.004921442495793848,-0.0018379600451726486,0.6170042167071382,3,1,310.70838163511974,none,,,0,119,SH600744,华银电力,20250331 -13,7392,True,0.05522820807101838,0.0,-0.004921442495793857,-0.0027535615941017906,0.7107235783759487,3,1,411.371239079604,up,True,,0,119,SH600744,华银电力,20250401 -13,7393,True,0.0,0.0,-0.004400009143921148,-0.0027535615941017863,0.7766247407131494,3,1,532.7358113871707,none,,,0,119,SH600744,华银电力,20250402 -13,7407,True,0.0,0.0,0.0010758142843842167,0.006577797324384352,0.5079823188341157,2,2,241.86122685269723,none,,,0,119,SH600744,华银电力,20250416 -13,7664,True,0.0,0.0,-0.026747090917498998,-0.00747242357718373,0.17377736145139566,3,2,144.02897530022054,none,,,0,119,SH600744,华银电力,20251229 -13,7665,True,0.0,0.0,-0.02674709091749895,-0.006877112192297193,0.16220438334235834,3,2,142.0394158598569,none,,,0,119,SH600744,华银电力,20251230 -13,7666,True,0.0,0.0,-0.026747090917498977,-0.00687711219229719,0.15626423099877382,3,2,141.03941585985677,none,,,0,119,SH600744,华银电力,20251231 -13,7671,True,0.0,0.0,-0.026747090917498953,-0.0068771121922972045,0.1502392432207211,3,2,140.0394158598567,none,,,0,119,SH600744,华银电力,20260105 -13,7672,True,0.0,0.0,-0.02674709091749896,-0.006877112192297198,0.14412758954666086,3,2,139.03941585985697,none,,,0,119,SH600744,华银电力,20260106 -13,7673,True,0.0,0.0,-0.026747090917498963,-0.006877112192297208,0.13792738647334282,4,2,138.039415859857,none,,,0,119,SH600744,华银电力,20260107 -13,7675,True,0.32567667859691685,0.0,-0.029973713184695806,-0.006877112192297193,0.06675551023969069,4,2,127.51213782206577,up,False,,0,119,SH600744,华银电力,20260109 -13,7678,True,0.6810988641111266,0.0,-0.02997371318469585,-0.006877112192297231,0.05937879124793055,4,2,126.51213782206588,up,True,,0,119,SH600744,华银电力,20260112 -13,7679,True,0.6744418013337976,0.0,-0.02997371318469584,-0.0068771121922971854,0.05188452634993692,4,2,125.51213782206592,up,True,,0,119,SH600744,华银电力,20260113 -13,7680,True,0.6997268388906512,0.0,-0.029973713184695844,-0.006877112192297213,0.044269883390347015,4,2,124.5121378220657,up,True,,0,119,SH600744,华银电力,20260114 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-14,7490,True,0.0,0.0,0.006340560783069167,0.008330995651378662,0.3921578199751699,2,2,195.7745018536533,none,,,0,119,SH600795,国电电力,20250708 -14,7491,True,0.0,0.05751423777736366,0.006340560783069184,0.008330995651378643,0.3890370717548471,2,2,194.77450185365478,down,False,,0,119,SH600795,国电电力,20250709 -14,7492,True,0.0,0.19733016349208768,0.006340560783069174,0.009101038652872524,0.18257201017913402,2,2,145.57857264721017,down,False,,0,119,SH600795,国电电力,20250710 -14,7493,True,0.0,0.0,0.006340560783069169,0.007194271785363112,0.7185598892398347,2,2,422.8253026144119,none,,,0,119,SH600795,国电电力,20250711 -14,7496,True,0.0,0.0,0.006340560783069177,0.007194271785363127,0.7178926933437695,2,2,421.82530261440934,none,,,0,119,SH600795,国电电力,20250714 -15,7254,True,0.0,0.0,0.008902250526547712,0.019628107698931647,0.5579951748300965,1,2,269.22783015831857,none,,,0,119,SH600846,同济科技,20241114 -15,7255,True,0.0,0.0,0.009312081300168048,0.019628107698931724,0.5676950705191739,1,2,275.2686631237637,none,,,0,119,SH600846,同济科技,20241115 -15,7258,True,0.0,0.0,0.010688159240085768,0.019628107698931713,0.6067833407308043,1,2,302.632142344032,none,,,0,119,SH600846,同济科技,20241118 -15,7259,True,0.0,0.0,0.011665333334947042,0.019628107698931696,0.6368916713690826,1,2,327.7258895401374,none,,,0,119,SH600846,同济科技,20241119 -15,7260,True,0.0,0.0,0.012878621205218434,0.01962810769893164,0.678064501486916,1,2,369.63926174535726,none,,,0,119,SH600846,同济科技,20241120 -15,7261,True,0.0,0.0,0.013354958798350273,0.019628107698931672,0.6948912842388599,1,2,390.0249119502749,none,,,0,119,SH600846,同济科技,20241121 -15,7262,True,0.0,0.0,0.014065093257995563,0.019628107698931727,0.7217720796618997,1,2,427.7068953230588,none,,,0,119,SH600846,同济科技,20241122 -15,7265,True,0.0,0.0,0.01480434427053859,0.019628107698931706,0.7516042055312233,2,2,479.0741334993022,none,,,0,119,SH600846,同济科技,20241125 -15,7385,True,0.0,0.0,-0.00962093310714276,0.008347664160819382,0.415169910415775,2,2,203.47790258979504,none,,,0,119,SH600846,同济科技,20250325 -15,7386,True,0.0,0.0,-0.009620933107142727,0.007790017303371013,0.4240771208949819,2,1,206.62488731985354,none,,,0,119,SH600846,同济科技,20250326 -15,7387,True,0.0,0.0,-0.009620933107142706,0.006210881399322989,0.45650493616025994,2,1,218.95323052113218,none,,,0,119,SH600846,同济科技,20250327 -15,7388,True,0.0,0.0,-0.009620933107142793,0.006210881399322941,0.4540113045561761,2,1,217.9532305211323,none,,,0,119,SH600846,同济科技,20250328 -15,7391,True,0.0,0.0,-0.009620933107142716,0.0018183586591890757,0.564710291616272,2,1,273.38114756229413,none,,,0,119,SH600846,同济科技,20250331 -15,7392,True,0.0,0.0,-0.009620933107142737,0.000980895580194811,0.5874454404535947,2,1,288.44669691891886,none,,,0,119,SH600846,同济科技,20250401 -15,7393,True,0.0,0.0,-0.009620933107142727,0.0009808955801948066,0.5860102019764488,3,1,287.44669691891835,none,,,0,119,SH600846,同济科技,20250402 -15,7394,True,0.0,0.0,-0.009620933107142763,0.0009808955801947914,0.584564942518139,3,1,286.44669691891824,none,,,0,119,SH600846,同济科技,20250403 -15,7398,True,0.0,0.0,-0.009620933107142685,0.0009808955801947732,0.5831095567597293,3,1,285.44669691892085,none,,,0,119,SH600846,同济科技,20250407 -15,7399,True,0.0,0.0,-0.009620933107142765,0.0009808955801947855,0.5816439379012341,3,1,284.44669691891875,none,,,0,119,SH600846,同济科技,20250408 -15,7400,True,0.0,0.0,-0.009620933107142713,-1.1421152669646824e-06,0.6185580199270364,3,1,311.9740516689778,none,,,0,119,SH600846,同济科技,20250409 -15,7401,True,0.0,0.0,-0.009620933107142777,-1.142115266951649e-06,0.6173314160415142,3,1,310.9740516689761,none,,,0,119,SH600846,同济科技,20250410 -15,7402,True,0.0,0.0,-0.009620933107142703,-1.1421152669395147e-06,0.6160968979200854,3,1,309.97405166897727,none,,,0,119,SH600846,同济科技,20250411 -15,7405,True,0.0,0.0,-0.00962093310714285,-1.1421152669505947e-06,0.6148543887190472,3,1,308.97405166897454,none,,,0,119,SH600846,同济科技,20250414 -15,7406,True,0.0,0.0,-0.009620933107142798,-1.142115266957326e-06,0.613603810596659,3,1,307.97405166897596,none,,,0,119,SH600846,同济科技,20250415 -15,7407,True,0.0,0.0,-0.00962093310714271,-0.0010724559648615949,0.6406548942486028,3,1,331.1579818268814,none,,,0,119,SH600846,同济科技,20250416 -15,7408,True,0.0,0.0,-0.009620933107142748,-0.001072455964861571,0.6395664907401865,3,1,330.15798182687985,none,,,0,119,SH600846,同济科技,20250417 -15,7409,True,0.0,0.0,-0.009620933107142774,-0.0010724559648616137,0.638471473972679,3,1,329.15798182688087,none,,,0,119,SH600846,同济科技,20250418 -15,7412,True,0.0,0.0,-0.009620933107142755,-0.0010724559648615589,0.6373697834880678,3,1,328.15798182687934,none,,,0,119,SH600846,同济科技,20250421 -15,7413,True,0.0,0.0,-0.009620933107142769,-0.001072455964861596,0.6362613580891633,3,1,327.15798182688127,none,,,0,119,SH600846,同济科技,20250422 -15,7414,True,0.0,0.0,-0.00962093310714275,-0.001072455964861608,0.6351461358282412,3,1,326.1579818268816,none,,,0,119,SH600846,同济科技,20250423 -15,7415,True,0.0,0.0,-0.009620933107142779,-0.001072455964861571,0.6340240539955186,3,1,325.157981826879,none,,,0,119,SH600846,同济科技,20250424 -15,7416,True,0.0,0.0,-0.009620933107142765,-0.0010724559648615883,0.6328950491074036,3,1,324.15798182688025,none,,,0,119,SH600846,同济科技,20250425 -15,7419,True,0.0,0.0,-0.009620933107142763,-0.0010724559648615422,0.6317590568945,3,1,323.1579818268792,none,,,0,119,SH600846,同济科技,20250428 -15,7420,True,0.0,0.0,-0.009620933107142756,-0.0010724559648615775,0.6306160122894373,3,1,322.1579818268799,none,,,0,119,SH600846,同济科技,20250429 -15,7421,True,0.10825532167368562,0.0,-0.009620933107142751,-0.0010724559648615782,0.6294658494144276,3,2,321.1579818268808,up,True,,0,119,SH600846,同济科技,20250430 -15,7427,True,0.15219982061418202,0.0,-0.009620933107142786,-0.001072455964861576,0.6283085015686176,3,2,320.1579818268791,up,True,,0,119,SH600846,同济科技,20250506 -15,7428,True,0.06930620082497453,0.0,-0.009620933107142819,-0.0010724559648615458,0.6271439012151991,3,2,319.1579818268776,up,False,,0,119,SH600846,同济科技,20250507 -15,7429,True,0.08466639275419954,0.0,-0.009620933107142755,-0.0010724559648616098,0.625971979968268,3,2,318.15798182688076,up,False,,0,119,SH600846,同济科技,20250508 -15,7430,True,0.16588501789987645,0.0,-0.009620933107142734,-0.0010724559648615604,0.6247926685794221,3,2,317.15798182688076,up,False,,0,119,SH600846,同济科技,20250509 -15,7433,True,0.1566298976229321,0.0,-0.009620933107142784,-0.0010724559648615498,0.6236058969241467,3,2,316.1579818268788,up,False,,0,119,SH600846,同济科技,20250512 -15,7434,True,0.1124681042569199,0.0,-0.009620933107142756,-0.0010724559648615495,0.6224115939879058,3,2,315.1579818268794,up,False,,0,119,SH600846,同济科技,20250513 -15,7435,True,0.06556475389295519,0.0,-0.009620933107142782,-0.001072455964861625,0.6212096878519676,3,2,314.15798182688064,up,False,,0,119,SH600846,同济科技,20250514 -15,7436,True,0.027103005248954412,0.0,-0.009620933107142756,-0.0010724559648616228,0.620000105678977,3,2,313.1579818268818,up,False,,0,119,SH600846,同济科技,20250515 -15,7437,True,0.03345662400479953,0.0,-0.009620933107142807,-0.0010724559648615261,0.6187827736982319,3,2,312.15798182687763,up,False,,0,119,SH600846,同济科技,20250516 -15,7440,True,0.08483734664527134,0.0,-0.009620933107142756,-0.001072455964861593,0.6175576171907171,3,2,311.15798182688104,up,False,,0,119,SH600846,同济科技,20250519 -15,7441,True,0.07210242087711953,0.0,-0.009620933107142801,-0.0010724559648615875,0.6163245604737586,3,2,310.1579818268794,up,False,,0,119,SH600846,同济科技,20250520 -15,7442,True,0.03312936351287655,0.0,-0.009620933107142788,-0.0010724559648616094,0.6150835268855,3,2,309.15798182688155,up,False,,0,119,SH600846,同济科技,20250521 -15,7443,True,0.07213519022027289,0.0,-0.009620933107142793,-0.0010724559648615437,0.6138344387689628,3,2,308.1579818268779,up,False,,0,119,SH600846,同济科技,20250522 -15,7444,True,0.013524917801821626,0.0,-0.009620933107142748,-0.001072455964861582,0.6125772174559001,3,2,307.1579818268804,up,False,,0,119,SH600846,同济科技,20250523 -15,7447,True,0.13025182577235336,0.0,-0.009620933107142736,-0.0010724559648615916,0.6113117832502263,3,2,306.15798182688116,up,False,,0,119,SH600846,同济科技,20250526 -15,7448,True,0.15647589448849078,0.0,-0.009620933107142774,-0.0010724559648615751,0.6100380554112127,2,2,305.15798182687996,up,False,,0,119,SH600846,同济科技,20250527 -15,7449,True,0.16311902225923877,0.0,-0.009620933107142753,-0.0010724559648615972,0.6087559521363088,2,2,304.15798182688116,up,False,,0,119,SH600846,同济科技,20250528 -15,7552,True,0.0,0.0,0.008915909827364564,0.025396986124631097,0.4170821109354949,2,2,204.1453903413001,none,,,0,119,SH600846,同济科技,20250908 -17,7289,True,0.0,0.0026726907082989027,0.02165566578668989,0.02980473075667778,0.35167935239733666,2,2,183.55114932716376,none,,,0,119,SH600984,建设机械,20241219 -17,7290,True,0.0,0.3542516719648254,0.021655665786689867,0.02980473075667763,0.34812790585760633,2,2,182.55114932716518,down,False,,0,119,SH600984,建设机械,20241220 -17,7293,True,0.0,1.0,0.02165566578668989,0.037504216026999646,0.012909687517291548,2,1,120.5563447388049,down,False,,0,119,SH600984,建设机械,20241223 -17,7343,True,0.0,0.0,0.0072182714721176705,0.011416628814499286,0.7450231873266466,2,2,466.70910484887526,none,,,0,119,SH600984,建设机械,20250211 -17,7344,True,0.0,0.0,0.007218271472117632,0.011416628814499294,0.7444756850123911,2,2,465.7091048488699,none,,,0,119,SH600984,建设机械,20250212 -17,7345,True,0.0,0.0,0.007218271472117672,0.011416628814499282,0.743925826375407,2,2,464.709104848875,none,,,0,119,SH600984,建设机械,20250213 -17,7346,True,0.0,0.0,0.007218271472117656,0.011416628814499284,0.7433735961712836,2,2,463.7091048488745,none,,,0,119,SH600984,建设机械,20250214 -17,7349,True,0.0,0.0,0.007218271472117689,0.011416628814499286,0.7428189790238379,2,2,462.70910484887634,none,,,0,119,SH600984,建设机械,20250217 -17,7350,True,0.0,0.0,0.007218271472117649,0.0114166288144993,0.7422619594236687,2,2,461.7091048488715,none,,,0,119,SH600984,建设机械,20250218 -17,7351,True,0.0,0.0,0.007218271472117659,0.011416628814499287,0.7417025217267288,2,2,460.7091048488734,none,,,0,119,SH600984,建设机械,20250219 -17,7352,True,0.0,0.0,0.007218271472117643,0.011416628814499284,0.7411406501528381,2,2,459.7091048488732,none,,,0,119,SH600984,建设机械,20250220 -17,7353,True,0.0,0.0,0.007218271472117679,0.011416628814499293,0.7405763287842188,2,2,458.70910484887503,none,,,0,119,SH600984,建设机械,20250221 -17,7356,True,0.0,0.0,0.007218271472117665,0.011416628814499293,0.7400095415639772,2,2,457.70910484887315,none,,,0,119,SH600984,建设机械,20250224 -17,7357,True,0.0,0.0,0.00721827147211764,0.011416628814499293,0.7394402722945977,2,2,456.70910484887156,none,,,0,119,SH600984,建设机械,20250225 -17,7358,True,0.0,0.0,0.00721827147211764,0.011416628814499284,0.7388685046363859,2,2,455.70910484887264,none,,,0,119,SH600984,建设机械,20250226 -17,7359,True,0.0,0.0,0.0072182714721176515,0.01141662881449929,0.7382942221059091,2,2,454.7091048488728,none,,,0,119,SH600984,建设机械,20250227 -17,7387,True,0.0,0.0,-0.0037975480138489784,0.008045514408987651,0.34607168247690484,2,1,181.97713237245947,none,,,0,119,SH600984,建设机械,20250327 -17,7388,True,0.0,0.0,-0.003797548013848971,0.007921067419214188,0.34667451552159945,2,1,182.14504535209852,none,,,0,119,SH600984,建设机械,20250328 -17,7391,True,0.0,0.0,-0.0037975480138489576,0.006040722737637426,0.4120196060267205,2,1,202.38770071202055,none,,,0,119,SH600984,建设机械,20250331 -17,7392,True,0.0,0.0,-0.003797548013848956,0.006040722737637429,0.40909996201720855,2,1,201.3877007120206,none,,,0,119,SH600984,建设机械,20250401 -17,7393,True,0.0,0.0,-0.003797548013848965,0.006040722737637433,0.4061511780555018,2,1,200.3877007120204,none,,,0,119,SH600984,建设机械,20250402 -17,7394,True,0.0,0.0,-0.003797548013848955,0.006040722737637426,0.403172815700032,2,1,199.38770071202063,none,,,0,119,SH600984,建设机械,20250403 -17,7398,True,0.0,0.2791165337464162,-0.0037975480138489654,0.006040722737637445,0.40016442766913,3,1,198.38770071202018,down,False,,0,119,SH600984,建设机械,20250407 -17,7399,True,0.0,0.13371233194253507,-0.003797548013848965,0.006040722737637426,0.3971255576171111,3,1,197.3877007120207,down,False,,0,119,SH600984,建设机械,20250408 -17,7400,True,0.0,0.0,-0.003797548013848957,0.0053444756945039765,0.4236456697166364,3,1,206.4702106801103,none,,,0,119,SH600984,建设机械,20250409 -17,7401,True,0.0,0.0,-0.0037975480138489927,0.005344475694503987,0.42084061915297444,3,1,205.47021068010932,none,,,0,119,SH600984,建设机械,20250410 -17,7402,True,0.0,0.0,-0.003797548013848983,0.005344475694503989,0.41800813133521175,3,1,204.47021068010963,none,,,0,119,SH600984,建设机械,20250411 -17,7405,True,0.0,0.0,-0.003797548013848964,0.003503888955106419,0.5028926048767675,3,1,239.38489181095363,none,,,0,119,SH600984,建设机械,20250414 -17,7406,True,0.0,0.0,-0.003797548013848951,0.0035038889551064064,0.5008072906970544,2,1,238.3848918109546,none,,,0,119,SH600984,建设机械,20250415 -17,7407,True,0.0,0.0,-0.0037975480138489576,0.002126378837156413,0.5879690408255673,2,1,288.81324898118044,none,,,0,119,SH600984,建设机械,20250416 -17,7408,True,0.0,0.0,-0.003797548013848979,0.0021263788371564184,0.586537449470293,2,1,287.8132489811793,none,,,0,119,SH600984,建设机械,20250417 -17,7409,True,0.0,0.0,-0.003797548013848976,0.001950768511835359,0.5926802534367824,2,1,292.15377109523655,none,,,0,119,SH600984,建设机械,20250418 -17,7412,True,0.0,0.0,-0.003797548013848979,0.001054909153796564,0.6331844328239884,2,2,324.4137126353186,none,,,0,119,SH600984,建设机械,20250421 -17,7413,True,0.0,0.0,-0.0037975480138489814,0.0010549091537965672,0.6320502336455219,2,2,323.4137126353191,none,,,0,119,SH600984,建设机械,20250422 -17,7414,True,0.0,0.0,-0.0037975480138489554,0.0010549091537965765,0.6309089987912508,2,2,322.41371263531954,none,,,0,119,SH600984,建设机械,20250423 -17,7415,True,0.0,0.0,-0.0037975480138489944,0.0010549091537965932,0.6297606625918283,2,2,321.4137126353163,none,,,0,119,SH600984,建设机械,20250424 -17,7416,True,0.0,0.0,-0.0037975480138489866,0.0010549091537965715,0.6286051585581138,2,2,320.41371263531806,none,,,0,119,SH600984,建设机械,20250425 -17,7419,True,0.0,0.0,-0.003797548013848984,0.001054909153796587,0.6274424193683095,2,2,319.41371263531784,none,,,0,119,SH600984,建设机械,20250428 -17,7420,True,0.0,0.0,-0.003797548013848979,0.001054909153796584,0.6262723768549133,2,2,318.41371263531784,none,,,0,119,SH600984,建设机械,20250429 -17,7421,True,0.0,0.0,-0.0037975480138489667,0.0010549091537965585,0.6250949619913861,2,3,317.4137126353201,none,,,0,119,SH600984,建设机械,20250430 -17,7427,True,0.0,0.0,-0.0037975480138489857,0.0010549091537965765,0.623910104878567,2,3,316.4137126353181,none,,,0,119,SH600984,建设机械,20250506 -17,7428,True,0.0,0.0,-0.0037975480138489827,0.0010549091537966025,0.6227177347308658,2,3,315.41371263531664,none,,,0,119,SH600984,建设机械,20250507 -17,7429,True,0.0,0.0,-0.0037975480138489775,0.0010549091537965804,0.6215177798621481,2,2,314.41371263531846,none,,,0,119,SH600984,建设机械,20250508 -17,7430,True,0.0,0.0,-0.0037975480138489628,0.001054909153796567,0.6203101676713634,2,2,313.4137126353198,none,,,0,119,SH600984,建设机械,20250509 -17,7433,True,0.0,0.0,-0.003797548013848985,0.0010549091537965867,0.6190948246279148,2,2,312.4137126353177,none,,,0,119,SH600984,建设机械,20250512 -17,7434,True,0.0,0.0,-0.003797548013848982,0.0010549091537965757,0.6178716762567378,2,2,311.41371263531806,none,,,0,119,SH600984,建设机械,20250513 -17,7435,True,0.0,0.0,-0.0037975480138489706,0.001054909153796555,0.6166406471230744,2,2,310.4137126353197,none,,,0,119,SH600984,建设机械,20250514 -17,7436,True,0.0,0.0,-0.0037975480138489914,0.0010549091537965661,0.6154016608169657,2,2,309.413712635318,none,,,0,119,SH600984,建设机械,20250515 -17,7437,True,0.0,0.0,-0.0037975480138489597,0.0010549091537965976,0.6141546399374573,2,2,308.4137126353186,none,,,0,119,SH600984,建设机械,20250516 -17,7440,True,0.0,0.0,-0.0037975480138489484,0.0010549091537965895,0.6128995060764642,2,2,307.4137126353194,none,,,0,119,SH600984,建设机械,20250519 -17,7441,True,0.0,0.0,-0.0037975480138489957,0.0010549091537965499,0.6116361798023413,2,2,306.41371263531863,none,,,0,119,SH600984,建设机械,20250520 -17,7442,True,0.0,0.0,-0.0037975480138489528,0.001054909153796578,0.6103645806431339,2,2,305.4137126353194,none,,,0,119,SH600984,建设机械,20250521 -17,7443,True,0.0,0.0,-0.0037975480138489896,0.0010549091537965674,0.6090846270694783,2,2,304.41371263531806,none,,,0,119,SH600984,建设机械,20250522 -17,7444,True,0.0,0.0,-0.0037975480138489654,0.001054909153796585,0.6077962364771916,2,2,303.41371263531886,none,,,0,119,SH600984,建设机械,20250523 -17,7447,True,0.0,0.0,-0.0037975480138489537,0.0010549091537965733,0.6064993251694841,1,2,302.4137126353196,none,,,0,119,SH600984,建设机械,20250526 -17,7448,True,0.0,0.0,-0.0037975480138489883,0.0010549091537965806,0.6051938083388435,1,2,301.4137126353176,none,,,0,119,SH600984,建设机械,20250527 -17,7449,True,0.0,0.0,-0.0037975480138489836,0.0010549091537965605,0.6038796000485582,1,2,300.41371263531886,none,,,0,119,SH600984,建设机械,20250528 -17,7450,True,0.0,0.0,-0.003797548013848984,0.0010549091537965826,0.6025566132138358,1,2,299.4137126353177,none,,,0,119,SH600984,建设机械,20250529 -17,7451,True,0.0,0.0,-0.003797548013848957,0.001054909153796594,0.6012247595825939,1,2,298.41371263531886,none,,,0,119,SH600984,建设机械,20250530 -17,7455,True,0.0,0.0,-0.0037975480138489775,0.001054909153796564,0.5998839497158125,1,2,297.4137126353184,none,,,0,119,SH600984,建设机械,20250603 -17,7456,True,0.0,0.0,-0.0037975480138489515,0.0010549091537965592,0.598534092967533,1,2,296.4137126353206,none,,,0,119,SH600984,建设机械,20250604 -17,7457,True,0.0,0.0,-0.0037975480138489758,0.0010549091537965754,0.5971750974644074,1,2,295.4137126353192,none,,,0,119,SH600984,建设机械,20250605 -17,7458,True,0.0,0.0,-0.0037975480138489966,0.001054909153796582,0.5958068700848791,1,2,294.4137126353175,none,,,0,119,SH600984,建设机械,20250606 -17,7461,True,0.0,0.0,-0.003797548013848954,0.0010549091537965533,0.5944293164379013,1,2,293.41371263532017,none,,,0,119,SH600984,建设机械,20250609 -17,7462,True,0.0,0.0,-0.003797548013848976,0.0010549091537965754,0.5930423408412113,1,2,292.4137126353187,none,,,0,119,SH600984,建设机械,20250610 -17,7463,True,0.0,0.0,-0.003797548013849016,0.0010549091537965748,0.5916458462992087,1,2,291.41371263531596,none,,,0,119,SH600984,建设机械,20250611 -17,7464,True,0.0,0.0,-0.0037975480138490157,0.0010549091537965692,0.5902397344803323,1,2,290.41371263531704,none,,,0,119,SH600984,建设机械,20250612 -17,7465,True,0.0,0.0,-0.004896078896776043,0.0010549091537965505,0.4961333182351979,1,2,236.17358382022874,none,,,0,119,SH600984,建设机械,20250613 -17,7468,True,0.0,0.0,-0.005135306311925555,0.0010549091537965644,0.47364941288386675,1,2,226.08505226905726,none,,,0,119,SH600984,建设机械,20250616 -17,7469,True,0.0,0.0,-0.004747442010808555,0.0010549091537965778,0.4958769750889081,1,2,236.05349115126623,none,,,0,119,SH600984,建设机械,20250617 -17,7470,True,0.0,0.0,-0.004747442010808554,0.0010549091537965633,0.4937322589119986,1,2,235.05349115126612,none,,,0,119,SH600984,建设机械,20250618 -17,7471,True,0.0,0.0,-0.007526798149412341,0.001054909153796566,0.24802824780768004,2,2,158.2506253101449,none,,,0,119,SH600984,建设机械,20250619 -17,7525,True,0.0,0.0,-0.002758016287499871,0.002816102475575218,0.46625800112692745,2,2,222.95416184458634,none,,,0,119,SH600984,建设机械,20250812 -17,7526,True,0.0,0.0,-0.0014530316560865146,0.0028161024755751904,0.58232427657654,2,2,284.9100230787222,none,,,0,119,SH600984,建设机械,20250813 -17,7527,True,0.0,0.0,-0.0014530316560865315,0.0028161024755752277,0.580853121317929,2,2,283.9100230787196,none,,,0,119,SH600984,建设机械,20250814 -17,7547,True,0.0,0.0,-0.0014530316560865154,0.0028161024755752203,0.5591123343896975,2,2,269.91002307872077,none,,,0,119,SH600984,建设机械,20250903 -17,7548,True,0.0,0.0,-0.0014530316560865332,0.0028161024755752047,0.5574727983822152,2,2,268.91002307872026,none,,,0,119,SH600984,建设机械,20250904 -17,7549,True,0.0,0.0,-0.0007946214751996748,0.0027842962053675115,0.6042186847599262,2,2,300.67109137735997,none,,,0,119,SH600984,建设机械,20250905 -17,7552,True,0.0,0.0,-0.0005205156973814983,0.002920804474507034,0.6088142950215121,2,2,304.20334507505595,none,,,0,119,SH600984,建设机械,20250908 -18,7387,True,1.0,0.0,-0.015872725359171724,-0.00829706080955801,0.06581170290087968,2,2,127.38331273205162,up,False,,0,119,SH601096,宏盛华源,20250327 -18,7388,True,1.0,0.0,-0.015872725359171735,-0.008297060809557987,0.05841999685278583,2,2,126.38331273205108,up,False,,0,119,SH601096,宏盛华源,20250328 -18,7391,True,1.0,0.0,-0.01587272535917173,-0.008297060809557975,0.05091038506609159,2,2,125.38331273205094,up,False,,0,119,SH601096,宏盛华源,20250331 -18,7392,True,1.0,0.0,-0.015872725359171735,-0.008297060809557978,0.043280023773349996,2,2,124.3833127320512,up,False,,0,119,SH601096,宏盛华源,20250401 -18,7393,True,0.22534515929467203,0.0,-0.01155665344534641,-0.008297060809558054,0.585014304402631,2,2,286.7568720138665,up,False,,0,119,SH601096,宏盛华源,20250402 -18,7398,True,0.0,0.0,-0.008908925933578471,-0.005418385209854411,0.44150564049077345,2,3,213.0728770556798,none,,,0,119,SH601096,宏盛华源,20250407 -18,7399,True,0.0,0.0,-0.00890892593357849,-0.005594203897775338,0.48352632741439466,2,3,230.4086467839765,none,,,0,119,SH601096,宏盛华源,20250408 -18,7400,True,0.0,0.0,-0.008908925933578483,-0.005602315475244475,0.5280082175421928,2,3,252.123033541665,none,,,0,119,SH601096,宏盛华源,20250409 -18,7401,True,0.0,0.0,-0.008908925933578477,-0.005602315475244494,0.5261286934865891,2,3,251.12303354166568,none,,,0,119,SH601096,宏盛华源,20250410 -18,7402,True,0.0,0.0,-0.008908925933578478,-0.005602315475244488,0.5242341406347254,2,3,250.1230335416659,none,,,0,119,SH601096,宏盛华源,20250411 -18,7405,True,0.0,0.0,-0.008908925933578482,-0.005602315475244489,0.5223243780061869,3,3,249.1230335416641,none,,,0,119,SH601096,宏盛华源,20250414 -18,7406,True,0.04668903783385231,0.0,-0.008908925933578485,-0.005834924563884986,0.5391105870452961,3,3,258.19642772244606,up,False,,0,119,SH601096,宏盛华源,20250415 -18,7407,True,0.020805031047079363,0.0,-0.008908925933578468,-0.0048622813632714515,0.46583601059814145,3,3,222.77802764887375,up,True,,0,119,SH601096,宏盛华源,20250416 -18,7408,True,0.0,0.0,-0.008908925933578475,-0.004862281363271468,0.4634274582493591,3,3,221.77802764887338,none,,,0,119,SH601096,宏盛华源,20250417 -18,7409,True,0.0,0.0,-0.008908925933578515,-0.004862281363271474,0.4609970871319719,3,3,220.77802764887173,none,,,0,119,SH601096,宏盛华源,20250418 -18,7412,True,0.07277814451377677,0.0,-0.00890892593357846,-0.004862281363271444,0.45854459941682707,3,3,219.77802764887264,up,False,,0,119,SH601096,宏盛华源,20250421 -18,7413,True,0.10244367765518086,0.0,-0.00890892593357848,-0.004862281363271439,0.45606969182943385,3,3,218.77802764887278,up,False,,0,119,SH601096,宏盛华源,20250422 -18,7414,True,0.11678921427075793,0.0,-0.00890892593357848,-0.004862281363271439,0.45357205552497065,3,3,217.7780276488734,up,False,,0,119,SH601096,宏盛华源,20250423 -18,7415,True,0.06899142967509482,0.0,-0.008908925933578494,-0.0048622813632714585,0.4510513759597833,3,3,216.77802764887147,up,False,,0,119,SH601096,宏盛华源,20250424 -18,7416,True,0.04852100201698819,0.0,-0.00826668745826721,-0.004862281363271465,0.51046994997879,3,3,243.09028627526362,up,False,,0,119,SH601096,宏盛华源,20250425 -18,7419,True,0.0,0.0,-0.0082666874582672,-0.004862281363271436,0.5084478529440315,3,3,242.0902862752636,none,,,0,119,SH601096,宏盛华源,20250428 -18,7420,True,0.0,0.0,-0.008266687458267186,-0.004862281363271445,0.5064089813053185,3,3,241.09028627526448,none,,,0,119,SH601096,宏盛华源,20250429 -18,7421,True,0.011076460969352735,0.0,-0.008266687458267195,-0.004862281363271461,0.5043531254589548,3,4,240.09028627526533,up,False,,0,119,SH601096,宏盛华源,20250430 -18,7427,True,0.20420733654801257,0.0,-0.008266687458267231,-0.004862281363271454,0.5022800722945451,3,4,239.0902862752618,up,False,,0,119,SH601096,宏盛华源,20250506 -18,7428,True,0.2361858798672109,0.0,-0.00826668745826722,-0.004862281363271428,0.5001896051213893,3,4,238.09028627526166,up,False,,0,119,SH601096,宏盛华源,20250507 -18,7429,True,0.2959019609572755,0.0,-0.008266687458267223,-0.004862281363271468,0.498081503592937,3,3,237.09028627526243,up,False,,0,119,SH601096,宏盛华源,20250508 -18,7430,True,0.3097007665712983,0.0,-0.008266687458267214,-0.004862281363271447,0.49595554362937583,3,3,236.09028627526294,up,False,,0,119,SH601096,宏盛华源,20250509 -18,7433,True,0.3235810611451342,0.0,-0.008266687458267218,-0.0048622813632714385,0.49381149733823865,3,3,235.09028627526243,up,False,,0,119,SH601096,宏盛华源,20250512 -18,7434,True,0.30651821465211837,0.0,-0.008266687458267207,-0.004862281363271428,0.4916491329329642,3,3,234.0902862752617,up,False,,0,119,SH601096,宏盛华源,20250513 -18,7435,True,0.15054815010257092,0.0,-0.006456749939160894,-0.004862281363271462,0.7222455888858532,3,3,428.43604003500565,up,False,,0,119,SH601096,宏盛华源,20250514 -18,7436,True,0.099700460219435,0.0,-0.006249320050446288,-0.004862281363271465,0.7533094046299496,3,3,482.3856370425997,up,False,,0,119,SH601096,宏盛华源,20250515 -18,7437,True,0.21753165787999396,0.0,-0.006877137830204072,-0.004862281363271437,0.6485831338381048,3,3,338.629165127144,up,False,,0,119,SH601096,宏盛华源,20250516 -18,7499,True,0.0,0.0,-0.0006227193063759879,0.006455542469219896,0.23879964723075295,3,2,156.33203474890414,none,,,0,119,SH601096,宏盛华源,20250717 -18,7500,True,0.0,0.0,-0.0006227193063759806,0.006455542469219876,0.2338991748072787,3,2,155.33203474890436,none,,,0,119,SH601096,宏盛华源,20250718 -18,7503,True,0.0,0.0,0.0005593166403074501,0.006455542469219885,0.3478196408000351,2,2,182.46486316450594,none,,,0,119,SH601096,宏盛华源,20250721 -18,7504,True,0.0,0.0,0.0012986742721052165,0.00645554246921989,0.42125757013946014,2,2,205.61824027430566,none,,,0,119,SH601096,宏盛华源,20250722 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-19,7499,True,0.0,0.0,0.011774727513055203,0.023794652334738618,0.32524894127039305,2,2,176.3613386899283,none,,,0,119,SH601236,红塔证券,20250717 -19,7500,True,0.0,0.0,0.011774727513055212,0.02379465233473884,0.32140116579278866,2,2,175.36133868992638,none,,,0,119,SH601236,红塔证券,20250718 -19,7503,True,0.0,0.0,0.011774727513055234,0.0237946523347387,0.3175092546655558,2,2,174.36133868992732,none,,,0,119,SH601236,红塔证券,20250721 -19,7504,True,0.0,0.0,0.011774727513055196,0.023794652334738795,0.3135724441258313,2,2,173.3613386899263,none,,,0,119,SH601236,红塔证券,20250722 -19,7505,True,0.0,0.0,0.01177472751305519,0.023794652334738854,0.3095899526860946,2,2,172.3613386899261,none,,,0,119,SH601236,红塔证券,20250723 -19,7506,True,0.0,0.0,0.011774727513055215,0.0237946523347388,0.30556098061694603,2,2,171.36133868992658,none,,,0,119,SH601236,红塔证券,20250724 -19,7507,True,0.0,0.0,0.011774727513055201,0.023191160770335756,0.32743771245836173,2,2,176.9352849607002,none,,,0,119,SH601236,红塔证券,20250725 -19,7510,True,0.0,0.0,0.011774727513055206,0.02603188439810236,0.20585434090710902,2,2,149.8465661021521,none,,,0,119,SH601236,红塔证券,20250728 -19,7511,True,0.0,0.048144078052270695,0.011774727513055227,0.0290128138895311,0.08962782714808273,2,2,130.7157704823177,down,False,,0,119,SH601236,红塔证券,20250729 -19,7512,True,0.0,0.0,0.011774727513055215,0.02487345409847471,0.24261242093342478,2,2,157.11902768019883,none,,,0,119,SH601236,红塔证券,20250730 -19,7513,True,0.0,0.11880783158794997,0.011774727513055206,0.02487345409847482,0.23776107391749057,2,2,156.1190276801984,down,False,,0,119,SH601236,红塔证券,20250731 -19,7514,True,0.0,0.008058638449475544,0.010233292703693435,0.02487345409847477,0.15915518023599662,2,2,141.52433029604597,none,,,0,119,SH601236,红塔证券,20250801 -19,7517,True,0.0,0.22623446416736645,0.010233292703693478,0.02722150812214906,0.06025573355161888,2,2,126.6301953080727,down,False,,0,119,SH601236,红塔证券,20250804 -19,7520,True,0.0,0.0,0.015536264651146344,0.02027820733903979,0.5590337769219594,2,2,269.861939015088,none,,,0,119,SH601236,红塔证券,20250807 -19,7521,True,0.0,0.0,0.00684472160565844,0.020278207339039803,0.29983269891958714,2,2,169.95937944598907,none,,,0,119,SH601236,红塔证券,20250808 -19,7524,True,0.0,0.0,0.006844721605658435,0.020278207339039792,0.2956887010937425,2,2,168.95937944598938,none,,,0,119,SH601236,红塔证券,20250811 -19,7525,True,0.0,0.0,0.006844721605658411,0.020278207339039758,0.29149535802931226,2,2,167.9593794459899,none,,,0,119,SH601236,红塔证券,20250812 -19,7526,True,0.0,0.0,0.006844721605658459,0.020278207339039803,0.28725178306921034,2,2,166.9593794459892,none,,,0,119,SH601236,红塔证券,20250813 -19,7527,True,0.0,0.0,0.006844721605658433,0.020278207339039747,0.2829570681859071,2,2,165.95937944598975,none,,,0,119,SH601236,红塔证券,20250814 -19,7528,True,0.0,0.0,0.009675261335940264,0.020278207339039768,0.3884290492382819,2,2,194.5808574651628,none,,,0,119,SH601236,红塔证券,20250815 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-20,7401,True,0.0,0.0,-0.005933066284948469,-0.0002078019047294128,0.7161067679175496,1,2,419.1716693177074,none,,,0,119,SH601609,金田股份,20250410 -20,7402,True,0.0,0.0,-0.00593306628494845,-0.00020780190472939673,0.7154278763213169,1,2,418.17166931770737,none,,,0,119,SH601609,金田股份,20250411 -20,7405,True,0.0,0.0,-0.0059330662849484735,-0.00020780190472941579,0.7147457299901822,1,2,417.171669317708,none,,,0,119,SH601609,金田股份,20250414 -20,7406,True,0.0,0.0,-0.0059330662849484414,-0.00020780190472942094,0.7140603054621812,1,2,416.1716693177098,none,,,0,119,SH601609,金田股份,20250415 -20,7407,True,0.0,0.0,-0.005933066284948453,-0.0011929852184968523,0.7509248735937504,2,2,477.7674981720462,none,,,0,119,SH601609,金田股份,20250416 -20,7408,True,0.0,0.0,-0.005933066284948465,-0.0011929852184968492,0.7504024488744444,2,2,476.7674981720442,none,,,0,119,SH601609,金田股份,20250417 -20,7409,True,0.0,0.0,-0.005933066284948426,-0.0015883398913215628,0.7661480879897562,2,2,508.8690486943176,none,,,0,119,SH601609,金田股份,20250418 -20,7412,True,0.0,0.0,-0.005933066284948417,-0.001588339891321571,0.7656876308845022,2,2,507.86904869431936,none,,,0,119,SH601609,金田股份,20250421 -20,7504,True,0.0,0.0,0.027323709534244515,0.03269273976088301,0.7245983781204703,1,2,432.0962207406851,none,,,0,119,SH601609,金田股份,20250722 -20,7505,True,0.0,0.0,0.02732370953424448,0.03269273976088303,0.7239595378601512,1,2,431.096220740682,none,,,0,119,SH601609,金田股份,20250723 -20,7506,True,0.0,0.0,0.02732370953424451,0.03269273976088304,0.7233177269145344,1,2,430.0962207406823,none,,,0,119,SH601609,金田股份,20250724 -20,7507,True,0.0,0.0,0.027323709534244494,0.03269273976088305,0.7226729245142519,1,2,429.0962207406809,none,,,0,119,SH601609,金田股份,20250725 -20,7510,True,0.0,0.0,0.027323709534244494,0.03269273976088305,0.7220251096958783,1,2,428.09622074068125,none,,,0,119,SH601609,金田股份,20250728 -20,7511,True,0.0,0.0,0.02732370953424451,0.032692739760883015,0.7213742612996524,1,2,427.0962207406849,none,,,0,119,SH601609,金田股份,20250729 -20,7512,True,0.0,0.0,0.02732370953424449,0.03269273976088303,0.7207203579671687,1,2,426.0962207406823,none,,,0,119,SH601609,金田股份,20250730 -20,7513,True,0.0,0.0,0.02732370953424449,0.03269273976088302,0.7200633781390583,1,2,425.0962207406831,none,,,0,119,SH601609,金田股份,20250731 -20,7514,True,0.0,0.0,0.02732370953424447,0.032692739760883,0.7194033000525988,1,2,424.09622074068204,none,,,0,119,SH601609,金田股份,20250801 -20,7517,True,0.0,0.0,0.027323709534244508,0.03269273976088304,0.7187401017393255,1,2,423.0962207406819,none,,,0,119,SH601609,金田股份,20250804 -20,7518,True,0.0,0.0,0.027323709534244518,0.032692739760883015,0.7180737610225896,1,2,422.09622074068454,none,,,0,119,SH601609,金田股份,20250805 -20,7519,True,0.0,0.0,0.0273237095342445,0.032692739760883,0.7174042555150809,1,2,421.09622074068534,none,,,0,119,SH601609,金田股份,20250806 -20,7520,True,0.0,0.0,0.0273237095342445,0.03269273976088305,0.7167315626163256,1,2,420.0962207406814,none,,,0,119,SH601609,金田股份,20250807 -20,7521,True,0.0,0.0,0.027323709534244463,0.03269273976088299,0.7160556595101529,1,2,419.09622074068204,none,,,0,119,SH601609,金田股份,20250808 -20,7524,True,0.0,0.0,0.027323709534244497,0.03269273976088305,0.7153765231620968,1,2,418.0962207406808,none,,,0,119,SH601609,金田股份,20250811 -20,7525,True,0.0,0.0,0.0273237095342445,0.032692739760883,0.7146941303167933,2,2,417.0962207406852,none,,,0,119,SH601609,金田股份,20250812 -20,7526,True,0.0,0.0,0.02650435865962658,0.03269273976088307,0.6731215506488619,2,2,364.0496956474738,none,,,0,119,SH601609,金田股份,20250813 -20,7659,True,0.0,0.0,-0.037293796043680535,0.03138274948391473,0.11611448750058231,2,2,134.63282101264036,none,,,0,119,SH601609,金田股份,20251224 -20,7660,True,0.0,0.0,-0.03729379604368051,0.03138274948391471,0.10950020288246601,2,2,133.63282101264036,none,,,0,119,SH601609,金田股份,20251225 -20,7661,True,0.0,0.0,-0.03729379604368061,0.03138274948391475,0.1027861799858794,2,2,132.6328210126402,none,,,0,119,SH601609,金田股份,20251226 -20,7664,True,0.0,0.0,-0.037293796043680716,0.031382749483914736,0.09597014570877484,2,2,131.6328210126402,none,,,0,119,SH601609,金田股份,20251229 -20,7665,True,0.0,0.0,-0.03729379604368065,0.031039236981973518,0.0904020336785355,2,2,130.82702952959738,none,,,0,119,SH601609,金田股份,20251230 -20,7666,True,0.0,0.0,-0.03729379604368059,0.030952346404602635,0.08374468741750603,2,2,129.8764638696553,none,,,0,119,SH601609,金田股份,20251231 -20,7671,True,0.0,0.0,-0.039378886511997765,0.031127325002931874,0.05425193259070488,2,2,125.82632108990597,none,,,0,119,SH601609,金田股份,20260105 -20,7672,True,0.0,0.0,-0.039378886511997536,0.030579302637404007,0.048813979953927056,2,2,125.10696908080705,none,,,0,119,SH601609,金田股份,20260106 -20,7673,True,0.0,0.0,-0.039378886511997564,0.03024129913722753,0.04250217863736237,2,2,124.28226711852807,none,,,0,119,SH601609,金田股份,20260107 -21,7303,True,0.0,0.0,-0.0013815811398236162,0.002722226191823017,0.42503031541054,3,2,206.9674335699429,none,,,0,119,SH601868,中国能建,20250102 -21,7304,True,0.0,0.0,-0.0013815811398235878,0.0024206723215755444,0.45536688671789055,3,2,218.49571224722843,none,,,0,119,SH601868,中国能建,20250103 -21,7307,True,0.0,0.0,-0.0013815811398235791,0.0023822692111687524,0.4572042118708099,3,2,219.23530469930074,none,,,0,119,SH601868,中国能建,20250106 -21,7308,True,0.0,0.0,-0.0013815811398236158,0.002382269211168763,0.4547170075714048,3,2,218.23530469929912,none,,,0,119,SH601868,中国能建,20250107 -21,7309,True,0.0,0.0,-0.0013815811398235848,0.0023822692111687615,0.4522069045603746,3,2,217.2353046993004,none,,,0,119,SH601868,中国能建,20250108 -21,7310,True,0.0,0.0,-0.0013815811398235891,0.002382269211168759,0.4496735851461299,3,2,216.23530469929997,none,,,0,119,SH601868,中国能建,20250109 -21,7311,True,0.0,0.026126064628814262,-0.0013815811398236158,0.002382269211168751,0.4471167257330174,3,2,215.23530469929898,down,False,,0,119,SH601868,中国能建,20250110 -21,7314,True,0.0,0.0,-0.0013815811398236073,0.0019804002417377633,0.49323570024699415,3,2,234.82317135993986,none,,,0,119,SH601868,中国能建,20250113 -21,7315,True,0.0,0.0,-0.0013815811398236184,0.001980400241737758,0.4910684030676516,3,2,233.8231713599391,none,,,0,119,SH601868,中国能建,20250114 -21,7316,True,0.0,0.0,-0.0013815811398235735,0.0019804002417377693,0.4888824883498043,3,2,232.82317135994072,none,,,0,119,SH601868,中国能建,20250115 -21,7317,True,0.0,0.0,-0.001381581139823612,0.001980400241737767,0.48667771516577596,3,2,231.82317135993972,none,,,0,119,SH601868,中国能建,20250116 -21,7318,True,0.0,0.0,-0.0013815811398236253,0.001980400241737765,0.48445383841280365,3,2,230.82317135993867,none,,,0,119,SH601868,中国能建,20250117 -21,7321,True,0.0,0.0,-0.001381581139823582,0.0019804002417377654,0.4822106087221874,3,2,229.8231713599407,none,,,0,119,SH601868,中国能建,20250120 -21,7322,True,0.0,0.0,-0.0013815811398235935,0.001980400241737758,0.47994777236605873,3,2,228.82317135994043,none,,,0,119,SH601868,中国能建,20250121 -21,7323,True,0.0,0.0,-0.0013815811398236045,0.001980400241737757,0.4776650711617434,3,2,227.82317135993964,none,,,0,119,SH601868,中国能建,20250122 -21,7324,True,0.0,0.0,-0.001381581139823559,0.001980400241737766,0.47536224237355074,3,2,226.8231713599422,none,,,0,119,SH601868,中国能建,20250123 -21,7325,True,0.0,0.0,-0.001381581139823597,0.0019804002417377706,0.47303901861193054,3,2,225.8231713599398,none,,,0,119,SH601868,中国能建,20250124 -21,7328,True,0.0,0.0,-0.0013815811398236036,0.0019804002417377576,0.4706951277300429,3,2,224.82317135994043,none,,,0,119,SH601868,中国能建,20250127 -21,7337,True,0.0,0.0,-0.0013815811398236065,0.00198040024173776,0.4683302927174112,3,2,223.82317135993992,none,,,0,119,SH601868,中国能建,20250205 -21,7338,True,0.0,0.0,-0.0013815811398236197,0.001980400241737762,0.46594423159083054,3,2,222.82317135993867,none,,,0,119,SH601868,中国能建,20250206 -21,7339,True,0.0,0.0,-0.001381581139823575,0.0019804002417377563,0.4635366572822797,3,2,221.82317135994177,none,,,0,119,SH601868,中国能建,20250207 -21,7342,True,0.0,0.0,-0.0013815811398235794,0.0019804002417377607,0.4611072775237421,3,2,220.8231713599414,none,,,0,119,SH601868,中国能建,20250210 -21,7343,True,0.022386059614446827,0.0,-0.004408706477109441,0.001980400241737764,0.10343439651986185,3,3,132.72871448345302,up,False,,0,119,SH601868,中国能建,20250211 -21,7344,True,0.03722838508662771,0.0,-0.004408706477109431,0.001980400241737761,0.09662824489987733,3,3,131.72871448345313,up,False,,0,119,SH601868,中国能建,20250212 -21,7345,True,0.0,0.0,-0.004408706477109438,0.0019804002417377607,0.08971796693478251,3,3,130.72871448345305,none,,,0,119,SH601868,中国能建,20250213 -21,7346,True,0.003748077049285078,0.0,-0.004408706477109432,0.0019804002417377585,0.0827011546840049,3,3,129.72871448345316,none,,,0,119,SH601868,中国能建,20250214 -21,7349,True,0.05236283042149343,0.0,-0.004408706477109449,0.0019804002417377624,0.07557532538479352,3,3,128.72871448345313,up,False,,0,119,SH601868,中国能建,20250217 -21,7350,True,0.0015259695161103724,0.0,-0.004408706477109432,0.0019804002417377676,0.0683379185232764,3,3,127.72871448345309,none,,,0,119,SH601868,中国能建,20250218 -21,7351,True,0.0,0.0,-0.004116236595923892,0.001980400241737762,0.09415474625145068,3,3,131.3690164049067,none,,,0,119,SH601868,中国能建,20250219 -21,7352,True,0.0,0.0,-0.0041162365959238984,0.001980400241737757,0.08720642924539983,3,3,130.36901640490683,none,,,0,119,SH601868,中国能建,20250220 -21,7353,True,0.0,0.0,-0.004116236595923897,0.0019804002417377646,0.08015069367500514,3,3,129.3690164049064,none,,,0,119,SH601868,中国能建,20250221 -21,7356,True,0.2370159540429294,0.0,-0.0041162365959238854,0.00198040024173776,0.07298502915496705,3,3,128.36901640490655,up,True,,0,119,SH601868,中国能建,20250224 -21,7357,True,0.12344471406084008,0.0,-0.004116236595923903,0.001980400241737763,0.06570684646178991,3,3,127.36901640490636,up,False,,0,119,SH601868,中国能建,20250225 -21,7358,True,0.27245549692861304,0.0,-0.004116236595923885,0.0019804002417377624,0.058313474414450325,3,3,126.36901640490672,up,True,,0,119,SH601868,中国能建,20250226 -21,7359,True,0.2463728166076761,0.0,-0.004116236595923896,0.0019804002417377594,0.05080215660571482,3,3,125.36901640490649,up,False,,0,119,SH601868,中国能建,20250227 -21,7360,True,0.20211290279559332,0.0,-0.004116236595923877,0.0019804002417377537,0.04317004797583216,3,2,124.36901640490686,up,False,,0,119,SH601868,中国能建,20250228 -21,7363,True,0.17619905850822207,0.0,-0.0041162365959238854,0.0019804002417377607,0.0354142112195131,3,2,123.36901640490699,up,False,,0,119,SH601868,中国能建,20250303 -21,7364,True,0.3433896289609228,0.0,-0.0041162365959239045,0.0019804002417377568,0.027531613016801466,3,2,122.3690164049065,up,False,,0,119,SH601868,中国能建,20250304 -21,7365,True,0.32458166480629663,0.0,-0.004116236595923914,0.001980400241737768,0.01951912007759072,3,2,121.36901640490639,up,False,,0,119,SH601868,中国能建,20250305 -21,7366,True,0.3128208706373186,0.0,-0.004116236595923897,0.0019804002417377494,0.01137349498895412,3,2,120.36901640490657,up,False,,0,119,SH601868,中国能建,20250306 -21,7367,True,0.2907981295420055,0.0,-0.004116236595923906,0.0019804002417377667,0.0030913918537696225,3,2,119.36901640490656,up,False,,0,119,SH601868,中国能建,20250307 -21,7378,True,0.0,0.0,-0.0029470915248010813,0.0019804002417377568,0.12769915796657963,3,3,136.42082440571662,none,,,0,119,SH601868,中国能建,20250318 -21,7379,True,0.0,0.0,-0.0029470915248010687,0.001980400241737753,0.1212577495210093,3,3,135.42082440571707,none,,,0,119,SH601868,中国能建,20250319 -21,7380,True,0.0,0.0,-0.0029470915248010557,0.0019804002417377546,0.11472050163279046,3,3,134.42082440571718,none,,,0,119,SH601868,中国能建,20250320 -21,7381,True,0.0,0.0,-0.0029470915248010513,0.0017517761381965896,0.12637879997859147,3,3,136.21464313947942,none,,,0,119,SH601868,中国能建,20250321 -21,7384,True,0.0,0.0,-0.0029470915248010704,0.0017751331533725442,0.11797499603419292,3,3,134.91681014137458,none,,,0,119,SH601868,中国能建,20250324 -21,7385,True,0.08692635520097146,0.0,-0.002947091524801066,0.0017947532566249746,0.10974052871364084,3,3,133.6688952357382,up,True,,0,119,SH601868,中国能建,20250325 -21,7386,True,0.07789103077676407,0.0,-0.002947091524801067,0.0017063740615322854,0.11062704169249826,3,3,133.80213428847648,up,False,,0,119,SH601868,中国能建,20250326 -21,7387,True,0.0,0.0,-0.00294709152480106,0.0006657531104211048,0.20833021316333838,3,3,150.31519704130423,none,,,0,119,SH601868,中国能建,20250327 -21,7388,True,0.0,0.0,-0.002947091524801071,0.0004309301889808968,0.23106384208404507,3,3,154.75927198237798,none,,,0,119,SH601868,中国能建,20250328 -21,7391,True,0.0,0.0,-0.0029470915248010652,-0.0006749213034353079,0.38825155923012616,3,3,194.52440262902954,none,,,0,119,SH601868,中国能建,20250331 -21,7392,True,0.0,0.0,-0.002947091524801066,-0.0009942310803357772,0.44362685248003664,3,3,213.88523247472165,none,,,0,119,SH601868,中国能建,20250401 -21,7393,True,0.0035134507253431215,0.0,-0.0029470915248010704,-0.0009942310803357603,0.44101336378919,3,3,212.88523247471963,none,,,0,119,SH601868,中国能建,20250402 -21,7394,True,0.08630739458346513,0.0,-0.0034689283197935615,-0.00099423108033577,0.3615684294606926,3,3,186.39429108976583,up,False,,0,119,SH601868,中国能建,20250403 -21,7398,True,0.0,0.0,-0.0034689283197935623,-0.0009661872300509623,0.3063225804061512,3,3,171.54947910755834,none,,,0,119,SH601868,中国能建,20250407 -21,7399,True,0.027781077023846815,0.0,-0.0034689283197935628,-0.0006658158509713295,0.2784313244364037,3,3,164.91846726446727,up,True,,0,119,SH601868,中国能建,20250408 -21,7400,True,0.14777456746827627,0.0,-0.003468928319793546,-0.0006713583375792365,0.274440772650584,3,3,164.01142114162892,up,True,,0,119,SH601868,中国能建,20250409 -21,7401,True,0.10200948568968131,0.0,-0.003468928319793554,-0.0006713583375792285,0.26998980091947267,3,3,163.0114211416287,up,False,,0,119,SH601868,中国能建,20250410 -21,7402,True,0.08171982705275972,0.0,-0.0034689283197935493,-0.0006713583375792341,0.2654838827938441,3,3,162.01142114162815,up,False,,0,119,SH601868,中国能建,20250411 -21,7405,True,0.09266220892324978,0.0,-0.003468928319793576,-0.0006713583375792385,0.26092199450046566,3,3,161.01142114162806,up,False,,0,119,SH601868,中国能建,20250414 -21,7406,True,0.04491774237883689,0.0,-0.003468928319793557,-0.0006713583375792238,0.2563030866736002,3,3,160.01142114162892,up,False,,0,119,SH601868,中国能建,20250415 -21,7407,True,0.08596397909830665,0.0,-0.003468928319793565,-0.00037558903753307974,0.22985535835363888,2,3,154.51642920686973,up,False,,0,119,SH601868,中国能建,20250416 -21,7408,True,0.06731507470203925,0.0,-0.003468928319793569,-0.00037558903753306277,0.22483866635770267,2,3,153.51642920686902,up,False,,0,119,SH601868,中国能建,20250417 -21,7409,True,0.1083620018016757,0.0,-0.003468928319793557,-0.00037558903753308424,0.21975618876710212,2,3,152.51642920686916,up,False,,0,119,SH601868,中国能建,20250418 -21,7412,True,0.059650845738781176,0.0,-0.003468928319793561,-0.00037558903753308977,0.21460662303804634,2,3,151.51642920686945,up,False,,0,119,SH601868,中国能建,20250421 -21,7413,True,0.07083872954363828,0.0,-0.0034689283197935493,-0.0003755890375330691,0.20938863201141752,2,3,150.51642920686993,up,False,,0,119,SH601868,中国能建,20250422 -21,7414,True,0.021661887621455326,0.0,-0.0034689283197935693,-0.0003755890375330808,0.2041008427551913,2,3,149.51642920686888,up,False,,0,119,SH601868,中国能建,20250423 -21,7415,True,0.06312379311505185,0.0,-0.0034689283197935693,-0.00037558903753306234,0.19874184536011844,2,3,148.51642920686845,up,False,,0,119,SH601868,中国能建,20250424 -21,7416,True,0.07444396680778763,0.0,-0.0034689283197935437,-0.00037558903753308017,0.19331019168637717,2,3,147.5164292068699,up,False,,0,119,SH601868,中国能建,20250425 -21,7419,True,0.05530308342928684,0.0,-0.0034689283197935445,-0.0003755890375330748,0.18780439405890081,2,4,146.51642920686993,up,False,,0,119,SH601868,中国能建,20250428 -21,7420,True,0.03602632426895878,0.0,-0.0034689283197935623,-0.00037558903753306467,0.1822229239089756,2,4,145.5164292068691,up,False,,0,119,SH601868,中国能建,20250429 -21,7421,True,0.0,0.0,-0.003468928319793561,-0.00037558903753306776,0.17656421035938788,2,4,144.51642920686925,none,,,0,119,SH601868,中国能建,20250430 -21,7427,True,0.058802915654977694,0.0,-0.0034689283197935484,-0.0003755890375330856,0.17082663875040796,2,4,143.5164292068704,up,False,,0,119,SH601868,中国能建,20250506 -21,7428,True,0.10130291082194152,0.0,-0.003468928319793553,-0.0003755890375330787,0.1650085491037275,2,4,142.51642920686965,up,False,,0,119,SH601868,中国能建,20250507 -21,7429,True,0.11301644048154118,0.0,-0.0034689283197935528,-0.0003755890375330861,0.15910823452134457,2,3,141.51642920686993,up,False,,0,119,SH601868,中国能建,20250508 -21,7430,True,0.09360274831271316,0.0,-0.0034689283197935593,-0.00037558903753308245,0.15312393951594494,2,3,140.51642920686908,up,False,,0,119,SH601868,中国能建,20250509 -21,7433,True,0.0,0.0,-0.002274284641992461,-0.00037558903753308294,0.3550624150946203,2,3,184.51397900381144,none,,,0,119,SH601868,中国能建,20250512 -21,7434,True,0.0,0.0,-0.002274284641992464,-0.00037558903753307307,0.35154803658020845,2,3,183.5139790038115,none,,,0,119,SH601868,中国能建,20250513 -21,7435,True,0.016719804297385964,0.0,-0.0022742846419924615,-0.000375589037533078,0.3479951472784737,2,3,182.5139790038117,up,True,,0,119,SH601868,中国能建,20250514 -21,7436,True,0.0,0.0,-0.002274284641992451,-0.00037558903753308543,0.3444031106965057,2,3,181.51397900381355,none,,,0,119,SH601868,中国能建,20250515 -21,7437,True,0.0,0.0,-0.0022742846419924493,-0.00037558903753306136,0.3407712762373505,2,3,180.51397900381085,none,,,0,119,SH601868,中国能建,20250516 -21,7440,True,0.00440498455746339,0.0,-0.0022742846419924597,-0.0003755890375330795,0.3370989788072523,2,3,179.51397900381127,none,,,0,119,SH601868,中国能建,20250519 -21,7441,True,0.0,0.0,-0.001827697307768564,-0.00037558903753307237,0.44482587671400875,2,3,214.34716606684935,none,,,0,119,SH601868,中国能建,20250520 -21,7479,True,0.0,0.0,-0.0015208673046855797,-0.00037558903753307947,0.47844143393679506,2,3,228.1622961314359,none,,,0,119,SH601868,中国能建,20250627 -21,7482,True,0.0,0.0,-0.0015208673046855916,-0.00037558903753306613,0.47614546063952046,2,3,227.162296131432,none,,,0,119,SH601868,中国能建,20250630 -21,7483,True,0.0,0.0,-0.0015208673046855819,-0.00037558903753308825,0.47382918357513926,2,3,226.16229613143818,none,,,0,119,SH601868,中国能建,20250701 -21,7484,True,0.0,0.0,-0.0015208673046855465,-0.0003755890375330706,0.47149233222185666,2,3,225.16229613144156,none,,,0,119,SH601868,中国能建,20250702 -21,7485,True,0.0,0.0,-0.0015208673046855684,-0.0003755890375330826,0.46913463123065124,2,3,224.16229613143835,none,,,0,119,SH601868,中国能建,20250703 -21,7491,True,0.0,0.0,-0.0008431996638225101,0.0020943175159401097,0.06072655785521197,2,3,126.69367051225136,none,,,0,119,SH601868,中国能建,20250709 -21,7492,True,0.0,0.0,-0.0004251074928856751,0.0020943175159401166,0.16337160172780144,2,4,142.2375815185789,none,,,0,119,SH601868,中国能建,20250710 -21,7493,True,0.0,0.0,-0.00041659065745169367,0.002094317515940098,0.1597935172951242,2,5,141.6318517525639,none,,,0,119,SH601868,中国能建,20250711 -21,7496,True,0.0,0.0,-0.00021594886882715116,0.0020943175159401093,0.21067163138296507,2,6,150.76108338598982,none,,,0,119,SH601868,中国能建,20250714 -21,7497,True,0.0,0.0,-0.00021594886882714544,0.002094317515940115,0.20540104739164783,2,6,149.7610833859904,none,,,0,119,SH601868,中国能建,20250715 -21,7498,True,0.0,0.0,-0.0002159488688271588,0.002094317515940129,0.20005960368524878,2,6,148.76108338598922,none,,,0,119,SH601868,中国能建,20250716 -21,7499,True,0.0,0.0,-0.0002159488688271475,0.0020943175159401106,0.1946458615957684,2,6,147.76108338599022,none,,,0,119,SH601868,中国能建,20250717 -21,7500,True,0.0,0.0,-0.00021594886882715655,0.002094317515940121,0.18915834324400915,2,6,146.7610833859896,none,,,0,119,SH601868,中国能建,20250718 -21,7686,True,0.0,0.0,-0.002287220334253141,-0.000985459271132404,0.6798537722242429,2,3,371.7051449481781,none,,,0,119,SH601868,中国能建,20260120 -22,7346,True,0.0,0.0,-0.014580433953103577,0.09466073715894747,0.4268588875450928,1,2,207.62775067782727,none,,,0,119,SH603005,晶方科技,20250214 -22,7349,True,0.0,0.0,-0.014580433953103546,0.09466073715894742,0.42408510178507425,1,2,206.62775067782732,none,,,0,119,SH603005,晶方科技,20250217 -22,7350,True,0.0,0.0,-0.014580433953103693,0.09466073715894745,0.4212843373147313,1,2,205.62775067782732,none,,,0,119,SH603005,晶方科技,20250218 -22,7351,True,0.0,0.0,0.0012783362142893733,0.09466073715894749,0.48231299248957465,1,2,229.8686238472066,none,,,0,119,SH603005,晶方科技,20250219 -22,7352,True,0.0,0.0,0.001278336214289393,0.09466073715894749,0.4800510528719533,1,2,228.86862384720658,none,,,0,119,SH603005,晶方科技,20250220 -22,7353,True,0.0,0.0,0.011976904946748784,0.09466073715894746,0.5246952976263544,1,2,250.36571152298836,none,,,0,119,SH603005,晶方科技,20250221 -22,7356,True,0.0,0.0,0.02161337319774412,0.09466073715894736,0.5676978570852708,1,2,275.27043747148974,none,,,0,119,SH603005,晶方科技,20250224 -22,7357,True,0.0,0.0,0.021613373197744125,0.09466073715894756,0.5661216677339851,1,2,274.27043747148906,none,,,0,119,SH603005,晶方科技,20250225 -22,7358,True,0.0,0.0,0.02161337319774401,0.09466073715894746,0.5645339426354329,1,2,273.27043747148934,none,,,0,119,SH603005,晶方科技,20250226 -22,7391,True,0.0,0.0,0.0216133731977439,0.07608352681697476,0.6203631823279065,2,1,313.4574795187141,none,,,0,119,SH603005,晶方科技,20250331 -22,7392,True,0.0,0.0,0.021613373197744035,0.05763401122876243,0.7293705542212985,2,1,439.71564017209135,none,,,0,119,SH603005,晶方科技,20250401 -22,7574,True,0.0,0.16600581765117242,0.043993135324608454,0.10583363645107338,0.17715917241251117,3,2,144.62092303914918,down,False,,0,119,SH603005,晶方科技,20250930 -22,7583,True,0.0,0.0,0.03660067782527257,0.10583363645107356,0.08382058278882096,3,2,129.88722270385887,none,,,0,119,SH603005,晶方科技,20251009 -22,7584,True,0.0,0.40773084031827417,0.03660067782527254,0.10656915786300572,0.0701988940553926,2,2,127.98436056827981,down,False,,0,119,SH603005,晶方科技,20251010 -22,7589,True,0.0,0.29781255235054704,0.036600677825272585,0.0761295712228229,0.3750897530601119,2,2,190.42734629929507,down,False,,0,119,SH603005,晶方科技,20251015 -22,7590,True,0.0,0.39562646302185206,0.03660067782527256,0.076129571222823,0.3717908088519576,2,2,189.4273462992944,down,False,,0,119,SH603005,晶方科技,20251016 -22,7591,True,0.0,0.7142166093032623,0.03660067782527258,0.07612957122282318,0.3684568490871658,2,2,188.42734629929433,down,False,,0,119,SH603005,晶方科技,20251017 -22,7594,True,0.0,0.6435459281494499,0.03660067782527267,0.07612957122282317,0.365087313299659,2,2,187.42734629929416,down,False,,0,119,SH603005,晶方科技,20251020 -22,7595,True,0.0,0.3372050300629201,0.03660067782527245,0.07612957122282307,0.36168162899795087,2,2,186.42734629929373,down,False,,0,119,SH603005,晶方科技,20251021 -22,7596,True,0.0,0.4610406270517838,0.03660067782527255,0.07612957122282295,0.3582392113408959,2,2,185.42734629929447,down,False,,0,119,SH603005,晶方科技,20251022 -22,7597,True,0.0,0.5641028105544396,0.03660067782527254,0.07612957122282284,0.35475946280285975,2,2,184.42734629929492,down,False,,0,119,SH603005,晶方科技,20251023 -22,7598,True,0.0,0.41524206493653515,0.036600677825272515,0.07612957122282324,0.3512417728279666,2,2,183.42734629929325,down,False,,0,119,SH603005,晶方科技,20251024 -22,7601,True,0.0,0.332716969019395,0.03660067782527248,0.07612957122282316,0.34768551747298554,2,2,182.42734629929333,down,False,,0,119,SH603005,晶方科技,20251027 -22,7602,True,0.0,0.3007548921000005,0.03660067782527252,0.07612957122282303,0.3440900590383457,2,2,181.4273462992945,down,False,,0,119,SH603005,晶方科技,20251028 -22,7603,True,0.0,0.33252256419401777,0.03660067782527252,0.07612957122282285,0.3404547456869351,2,2,180.427346299295,down,False,,0,119,SH603005,晶方科技,20251029 -22,7604,True,0.0,0.47219864699219255,0.03660067782527248,0.07612957122282316,0.33677891105014574,3,2,179.4273462992933,down,False,,0,119,SH603005,晶方科技,20251030 -22,7605,True,0.0,0.5760937673484878,0.041863751540170066,0.07612957122282306,0.3737258837373868,3,2,190.0126428825619,down,False,,0,119,SH603005,晶方科技,20251031 -22,7608,True,0.0,0.6047661567772527,0.04186375154017007,0.0761295712228231,0.3704124857196044,3,2,189.0126428825614,down,False,,0,119,SH603005,晶方科技,20251103 -23,7188,True,0.0,0.0,-0.14976646617568642,-0.01361758119235719,0.3430046846259489,3,4,181.12762331075228,none,,,0,119,SH603061,金海通,20240909 -23,7189,True,0.0,0.0,-0.1497664661756866,-0.013617581192357365,0.339357296716763,3,4,180.12762331075226,none,,,0,119,SH603061,金海通,20240910 -23,7190,True,0.0,0.0,-0.14976646617568729,-0.01361758119235714,0.3356691849053429,3,4,179.12762331075118,none,,,0,119,SH603061,金海通,20240911 -23,7191,True,0.0,0.0,-0.18002627799972434,-0.013617581192356872,0.18447726284907925,3,4,145.9186783874768,none,,,0,119,SH603061,金海通,20240912 -23,7192,True,0.0,0.0,-0.20740767179436068,-0.010721432973938188,0.03165365760218421,3,4,122.88991530172213,none,,,0,119,SH603061,金海通,20240913 -23,7197,True,0.0,0.0,-0.1860616538551129,-0.017306334890477972,0.06886753525849991,3,4,127.80136501097797,none,,,0,119,SH603061,金海通,20240918 -23,7198,True,0.02191083794585899,0.0,-0.1856694548780989,-0.017306334890477965,0.06265739985727291,3,4,126.95464815306603,up,False,,0,119,SH603061,金海通,20240919 -23,7199,True,0.0,0.0,-0.18566945487809863,-0.01730633489047789,0.05521549426754479,3,4,125.95464815306623,none,,,0,119,SH603061,金海通,20240920 -23,7202,True,0.0,0.0,-0.1472827453062061,-0.017306334890477743,0.2607421133281404,3,4,160.97224276596933,none,,,0,119,SH603061,金海通,20240923 -23,7203,True,0.0,0.0,-0.1472827453062066,-0.0336090313176493,0.34220375821994625,3,3,180.90708405079312,none,,,0,119,SH603061,金海通,20240924 -23,7204,True,0.0,0.0,-0.14728274530620666,-0.03360903131764905,0.3385474472678195,3,3,179.90708405079303,none,,,0,119,SH603061,金海通,20240925 -23,7205,True,0.0,0.0,-0.14728274530620641,-0.03360903131764904,0.33485026246241356,3,3,178.90708405079317,none,,,0,119,SH603061,金海通,20240926 -23,7206,True,0.09661296343322609,0.0,-0.14292607695093124,-0.03360903131764907,0.3454670373363197,3,3,181.8090253479656,up,True,,0,119,SH603061,金海通,20240927 -23,7209,True,0.0,0.0,-0.07519507406933443,-0.03360903131764914,0.7330709720984633,3,3,445.81138640304044,none,,,0,119,SH603061,金海通,20240930 -23,7388,True,0.0,0.0,-0.1188789788425727,0.16742819756575084,0.17684350199355586,2,2,144.5654626892934,none,,,0,119,SH603061,金海通,20250328 -23,7391,True,0.0,0.0,-0.11887897884257254,0.13306167965011167,0.2286869192212403,2,2,154.282356886585,none,,,0,119,SH603061,金海通,20250331 -23,7392,True,0.0,0.0,-0.11887897884257309,0.0940109657125284,0.2985953348740916,2,2,169.65955020934803,none,,,0,119,SH603061,金海通,20250401 -23,7393,True,0.0,0.0,-0.11887897884257252,0.045008914359417375,0.4057472114571332,2,2,200.2514793271615,none,,,0,119,SH603061,金海通,20250402 -23,7394,True,0.0,0.0,-0.11887897884257255,0.045008914359417326,0.40276478547691213,2,2,199.25147932716163,none,,,0,119,SH603061,金海通,20250403 -23,7398,True,0.0,0.0,-0.11887897884257265,0.04500891435941743,0.3997522721955489,2,2,198.25147932716186,none,,,0,119,SH603061,金海通,20250407 -23,7399,True,0.0,0.0,-0.11887897884257294,0.008343722599963172,0.5311463661721605,2,1,253.81055283384276,none,,,0,119,SH603061,金海通,20250408 -23,7400,True,0.0,0.0,-0.1188789788425732,-0.004548620078399217,0.5769918682043389,2,1,281.3184689732734,none,,,0,119,SH603061,金海通,20250409 -23,7401,True,0.0,0.0,-0.11887897884257265,-0.025703265521751974,0.6248084343929978,2,1,317.1713090284326,none,,,0,119,SH603061,金海通,20250410 -23,7402,True,0.0,0.0,-0.1188789788425727,-0.05328019560891865,0.7024259809075007,2,1,399.9005032862416,none,,,0,119,SH603061,金海通,20250411 -23,7405,True,0.0,0.0,-0.11887897884257265,-0.0532801956089189,0.701679995338065,2,1,398.9005032862423,none,,,0,119,SH603061,金海通,20250414 -23,7406,True,0.0,0.0,-0.09748835561579335,-0.05328019560891905,0.7957738660279232,2,1,582.68742440314,none,,,0,119,SH603061,金海通,20250415 -23,7407,True,0.0,0.0,-0.09748835561579346,-0.05328019560891839,0.7954227734558547,2,1,581.6874244031318,none,,,0,119,SH603061,金海通,20250416 -24,7289,True,0.0,0.0,0.03581087944475075,0.04042009020989999,0.7850440504201226,3,2,553.6017971709107,none,,,0,119,SH603118,共进股份,20241219 -24,7294,True,0.0,0.6615164564268671,0.03581087944475084,0.047938162992355246,0.47917761417214055,3,1,228.48480257016368,down,True,,0,119,SH603118,共进股份,20241224 -24,7295,True,0.0,0.8411715970418665,0.035810879444750816,0.04905722707026,0.43548681175379944,3,1,210.80109814564793,down,False,,0,119,SH603118,共进股份,20241225 -24,7296,True,0.0,0.8662542485548401,0.03581087944475075,0.051343713562656004,0.3503890098859745,3,1,183.18655597115438,down,True,,0,119,SH603118,共进股份,20241226 -24,7297,True,0.0,0.3638485305754915,0.03581087944475074,0.04433187390552635,0.6149678552094363,3,2,309.06510432974227,down,False,,0,119,SH603118,共进股份,20241227 -24,7300,True,0.0,0.1395873936529448,0.03581087944475077,0.04433187390552633,0.61371801503157,3,2,308.0651043297439,down,True,,0,119,SH603118,共进股份,20241230 -24,7304,True,0.0,0.1537692930776173,0.02320130917068085,0.04433187390552633,0.19213056026984374,3,2,147.30102928481656,down,True,,0,119,SH603118,共进股份,20250103 -24,7307,True,0.0,0.05606689205991864,0.026372567867836212,0.04433187390552633,0.2665477039102211,3,2,162.24640734567106,down,True,,0,119,SH603118,共进股份,20250106 -24,7308,True,0.0,0.2249707932928261,0.026372567867836157,0.04461025941427249,0.25214102473296524,3,2,159.1209090691318,down,True,,0,119,SH603118,共进股份,20250107 -24,7309,True,3.1282026311103586e-15,0.0,0.026128939987297144,0.04461025941427256,0.24082134063736504,3,2,156.74834708855752,none,,,0,119,SH603118,共进股份,20250108 -24,7310,True,2.720938652185478e-15,0.0,0.041826831518124455,0.04852452141107713,0.6248820466864666,3,1,317.2335500043017,none,,,0,119,SH603118,共进股份,20250109 -24,7311,True,0.0,0.0,0.04182683151812446,0.04810372964513597,0.6460014229884111,3,1,336.1595433647867,none,,,0,119,SH603118,共进股份,20250110 -24,7477,True,0.0,0.0,-0.06626563706052327,-0.01733987624428889,0.4362445688459266,1,2,211.08444091863217,none,,,0,119,SH603118,共进股份,20250625 -24,7478,True,0.0,0.0,-0.06626563706052331,-0.017339876244288958,0.4335610981962737,1,2,210.08444091863245,none,,,0,119,SH603118,共进股份,20250626 -24,7479,True,0.0,0.0,-0.06423619956099261,-0.018750132499393793,0.461804525785433,1,2,221.10925435347912,none,,,0,119,SH603118,共进股份,20250627 -24,7482,True,0.0,0.0,-0.054162001977080286,-0.01875013249939375,0.5623662521382753,1,2,271.9168724565533,none,,,0,119,SH603118,共进股份,20250630 -24,7483,True,0.0,0.0,-0.05416200197708024,-0.01875013249939374,0.5607508719521191,1,2,270.9168724565533,none,,,0,119,SH603118,共进股份,20250701 -24,7484,True,0.0,0.0,-0.05416200197708033,-0.018750132499393786,0.5591235223016504,1,2,269.9168724565535,none,,,0,119,SH603118,共进股份,20250702 -24,7485,True,0.0,0.0,-0.054162001977080286,-0.018750132499393782,0.5574840696571548,1,2,268.91687245655345,none,,,0,119,SH603118,共进股份,20250703 -24,7486,True,0.0,0.0,-0.05416200197708035,-0.03272736346471981,0.7046006584033775,1,2,402.8444997771809,none,,,0,119,SH603118,共进股份,20250704 -24,7654,True,0.0,0.0,-0.012553382858314277,0.0022963499782730316,0.6225797564083444,3,2,315.2984028295797,none,,,0,119,SH603118,共进股份,20251219 -24,7657,True,0.0,0.0,-0.012553382858315197,0.0019317760374874915,0.6277960687205189,3,2,319.7172033915061,none,,,0,119,SH603118,共进股份,20251222 -24,7658,True,0.0,0.0,-0.012553382858314257,0.0019317760374874917,0.6266282499541881,3,2,318.71720339152324,none,,,0,119,SH603118,共进股份,20251223 -24,7659,True,0.0,0.0,-0.012553382858314597,0.0019317760374875223,0.6254530798782114,3,2,317.7172033915156,none,,,0,119,SH603118,共进股份,20251224 -24,7660,True,0.0,0.0,-0.01255338285831479,0.0019317760374874921,0.6242704888597502,3,2,316.7172033915125,none,,,0,119,SH603118,共进股份,20251225 -24,7661,True,0.0,0.0,-0.027783837489005453,0.0019317760374874936,0.34462900674841784,3,2,181.57654401149028,none,,,0,119,SH603118,共进股份,20251226 -24,7664,True,0.0,0.0,-0.027783837489005633,0.001931776037487537,0.34099968159525473,3,2,180.5765440114894,none,,,0,119,SH603118,共进股份,20251229 -24,7665,True,0.0,0.0,-0.02778383748900586,0.0019317760374875268,0.3373299355154833,3,2,179.5765440114889,none,,,0,119,SH603118,共进股份,20251230 -24,7666,True,0.10876328620366696,0.0,-0.04664547798144773,0.001931776037487474,0.07781215396173335,3,2,129.0409546289575,up,False,,0,119,SH603118,共进股份,20251231 -25,7198,True,0.0,0.0,-0.00740066258207438,-0.0036324014257338587,0.6367972277751771,2,3,327.6406709977942,none,,,0,119,SH603183,建研院,20240919 -25,7386,True,0.0,0.0,0.0029420604534405002,0.0058754226068166975,0.7539934705158414,2,2,483.72699801719284,none,,,0,119,SH603183,建研院,20250326 -25,7471,True,0.6771896271644137,0.0,-0.019532613326272655,-0.003444510259171319,0.19467980484952718,2,2,147.767311333556,up,True,,0,119,SH603183,建研院,20250619 -25,7472,True,0.5705366750115198,0.0,-0.01953261332627265,-0.0034445102591713164,0.1891927506285768,2,2,146.76731133355617,up,False,,0,119,SH603183,建研院,20250620 -25,7475,True,0.7509881849855532,0.0,-0.019532613326272732,-0.0034445102591713255,0.18363041129505941,2,2,145.76731133355582,up,False,,0,119,SH603183,建研院,20250623 -25,7476,True,1.0,0.0,-0.0195326133262727,-0.003444510259171331,0.17799122672235118,2,1,144.7673113335562,up,True,,0,119,SH603183,建研院,20250624 -25,7477,True,1.0,0.0,-0.019532613326272645,-0.0034445102591713324,0.17227359337682255,2,1,143.76731133355608,up,True,,0,119,SH603183,建研院,20250625 -25,7478,True,1.0,0.0,-0.019532613326272714,-0.0034445102591713355,0.1664758627976611,2,1,142.76731133355602,up,False,,0,119,SH603183,建研院,20250626 -25,7479,True,1.0,0.0,-0.0195326133262727,-0.003444510259171326,0.1605963400123188,2,1,141.767311333556,up,True,,0,119,SH603183,建研院,20250627 -25,7482,True,1.0,0.0,-0.019532613326272697,-0.0034445102591713424,0.15463328188443692,2,1,140.76731133355608,up,False,,0,119,SH603183,建研院,20250630 -25,7483,True,1.0,0.0,-0.01953261332627267,-0.0034445102591713346,0.14858489539084546,2,1,139.7673113335562,up,False,,0,119,SH603183,建研院,20250701 -25,7484,True,1.0,0.0,-0.019532613326272676,-0.00344451025917132,0.14244933582406338,2,1,138.7673113335561,up,False,,0,119,SH603183,建研院,20250702 -25,7485,True,1.0,0.0,-0.019532613326272708,-0.003444510259171323,0.1362247049165182,2,1,137.7673113335557,up,False,,0,119,SH603183,建研院,20250703 -25,7486,True,1.0,0.0,-0.019532613326272777,-0.0034445102591713268,0.12990904888247531,2,1,136.76731133355563,up,False,,0,119,SH603183,建研院,20250704 -25,7489,True,1.0,0.0,-0.019532613326272704,-0.003444510259171339,0.12350035637342616,2,1,135.76731133355605,up,False,,0,119,SH603183,建研院,20250707 -25,7511,True,0.0,0.0,-0.0030567975051974394,0.010743571878887418,0.2079104040106119,2,2,150.23552967055298,none,,,0,119,SH603183,建研院,20250729 -25,7512,True,0.0,0.0,-0.0018039768475390443,0.010743571878887444,0.2624289739836672,2,2,161.34039408072528,none,,,0,119,SH603183,建研院,20250730 -25,7513,True,0.0,0.0,-0.001803976847539038,0.010743571878887415,0.2578289414700583,2,2,160.34039408072545,none,,,0,119,SH603183,建研院,20250731 -25,7514,True,0.0,0.0,-0.0018039768475390221,0.01074357187888742,0.2531711705211942,2,2,159.34039408072567,none,,,0,119,SH603183,建研院,20250801 -25,7517,True,0.0,0.0,-0.0018039768475390228,0.010743571878887428,0.24845456719445091,2,2,158.34039408072542,none,,,0,119,SH603183,建研院,20250804 -25,7518,True,0.0,0.0,-0.001803976847539033,0.010743571878887415,0.24367800973635811,2,2,157.3403940807254,none,,,0,119,SH603183,建研院,20250805 -25,7519,True,0.0,0.0,-0.0018039768475390302,0.010743571878887413,0.23884034769315654,2,2,156.34039408072567,none,,,0,119,SH603183,建研院,20250806 -25,7520,True,0.0,0.0,-0.0018039768475390406,0.010743571878887428,0.23394040098701155,2,2,155.34039408072528,none,,,0,119,SH603183,建研院,20250807 -25,7521,True,0.0,0.0,-0.001803976847539023,0.010743571878887437,0.2289769589563251,2,2,154.34039408072533,none,,,0,119,SH603183,建研院,20250808 -25,7524,True,0.0,0.0,-0.0018039768475390243,0.01074357187888743,0.22394877935847068,2,2,153.34039408072528,none,,,0,119,SH603183,建研院,20250811 -25,7525,True,0.0,0.0,-0.0018039768475390256,0.010743571878887425,0.21885458733327318,2,2,152.34039408072533,none,,,0,119,SH603183,建研院,20250812 -25,7526,True,0.0,0.0,-0.001803976847539045,0.010743571878887442,0.21369307432538387,2,2,151.3403940807253,none,,,0,119,SH603183,建研院,20250813 -25,7527,True,0.0,0.0,-0.0018039768475390447,0.010743571878887399,0.20846289696365447,2,2,150.3403940807255,none,,,0,119,SH603183,建研院,20250814 -25,7528,True,0.0,0.0,-0.00180397684753902,0.010743571878887423,0.20316267589547926,2,2,149.34039408072567,none,,,0,119,SH603183,建研院,20250815 -25,7531,True,0.0,0.0,-0.0018039768475390612,0.010743571878887413,0.19779099457399782,2,2,148.34039408072545,none,,,0,119,SH603183,建研院,20250818 -25,7533,True,0.0,0.0,-0.0018039768475390293,0.010743571878887432,0.18682739138753265,2,2,146.3403940807255,none,,,0,119,SH603183,建研院,20250820 -25,7534,True,0.0,0.0,-0.0018039768475390354,0.010743571878887416,0.181232438836621,2,2,145.3403940807255,none,,,0,119,SH603183,建研院,20250821 -25,7535,True,0.0,0.0,-0.0018039768475390306,0.01074357187888744,0.17555996186731582,2,2,144.34039408072545,none,,,0,119,SH603183,建研院,20250822 -25,7538,True,0.0,0.0,-0.0018039768475390384,0.010743571878887425,0.16980833795543596,2,2,143.34039408072516,none,,,0,119,SH603183,建研院,20250825 -25,7539,True,0.0,0.0,-0.001803976847539043,0.010743571878887439,0.1639758989811982,2,2,142.34039408072493,none,,,0,119,SH603183,建研院,20250826 -25,7540,True,0.0,0.0,-0.0018039768475390163,0.01074357187888742,0.15806092961624285,2,2,141.3403940807256,none,,,0,119,SH603183,建研院,20250827 -25,7541,True,0.0,0.0,-0.0018039768475390352,0.010743571878887416,0.15206166564168339,2,2,140.3403940807254,none,,,0,119,SH603183,建研院,20250828 -25,7542,True,0.0,0.10034821865710082,-0.0018039768475390447,0.010743571878887448,0.14597629219378533,2,2,139.34039408072513,down,False,,0,119,SH603183,建研院,20250829 -25,7545,True,0.0,0.0,-0.001803976847539038,0.010743571878887432,0.13980294193350065,2,2,138.3403940807252,none,,,0,119,SH603183,建研院,20250901 -25,7546,True,0.0,0.0,-0.0018039768475390462,0.010743571878887428,0.13353969313605804,2,2,137.34039408072533,none,,,0,119,SH603183,建研院,20250902 -25,7547,True,0.0,0.2395323485807977,-0.0018039768475390252,0.01074357187888741,0.1271845676964877,2,2,136.34039408072584,down,False,,0,119,SH603183,建研院,20250903 -25,7548,True,0.0,0.11299581677057291,-0.001803976847539034,0.010743571878887404,0.12073552904670143,2,2,135.34039408072542,down,False,,0,119,SH603183,建研院,20250904 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-27,7563,True,0.0,0.2991694915207075,0.025252172171026478,0.03755307649109563,0.6145500240555274,2,2,308.7300750464778,down,False,,0,119,SH603315,福鞍股份,20250919 -27,7566,True,0.0,0.32248558879381733,0.02525217217102646,0.037553076491095634,0.6132974653776451,2,2,307.7300750464766,down,False,,0,119,SH603315,福鞍股份,20250922 -27,7567,True,0.0,0.4101880706826028,0.025252172171026405,0.037553076491095586,0.612036739527519,2,2,306.7300750464769,down,False,,0,119,SH603315,福鞍股份,20250923 -27,7568,True,0.0,0.3366526212550833,0.025252172171026547,0.03755307649109554,0.6107677663641438,2,2,305.73007504648143,down,False,,0,119,SH603315,福鞍股份,20250924 -27,7569,True,0.0,0.4179390351789669,0.025252172171026384,0.0375530764910956,0.6094904646945319,2,2,304.73007504647643,down,False,,0,119,SH603315,福鞍股份,20250925 -27,7570,True,0.0,0.46284312247966686,0.025252172171026443,0.037553076491095606,0.6082047522564555,2,2,303.7300750464774,down,False,,0,119,SH603315,福鞍股份,20250926 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-27,7602,True,0.0,0.0,-0.025673868304266115,0.017693073786445346,0.09578542203913913,2,3,131.60592950001185,none,,,0,119,SH603315,福鞍股份,20251028 -27,7603,True,0.0,0.051272549692659486,-0.0256738683042662,0.01769307378644539,0.08886219442288451,2,3,130.60592950001154,down,False,,0,119,SH603315,福鞍股份,20251029 -27,7604,True,0.0,0.0,-0.025673868304266125,0.009987068597994479,0.2103395670722909,2,3,150.69768604056935,none,,,0,119,SH603315,福鞍股份,20251030 -27,7605,True,0.0,0.0,-0.025673868304265986,0.009987068597994505,0.20506453274267916,2,3,149.69768604056972,none,,,0,119,SH603315,福鞍股份,20251031 -27,7608,True,0.0,0.0,-0.025673868304266028,0.009987068597994541,0.19971854862937877,2,3,148.69768604056958,none,,,0,119,SH603315,福鞍股份,20251103 -27,7609,True,0.0,0.0,-0.025673868304266087,0.009987068597994444,0.19430017361738933,2,3,147.6976860405693,none,,,0,119,SH603315,福鞍股份,20251104 -27,7610,True,0.0,0.0,-0.01227624519916742,0.009987068597994433,0.4191961419572626,2,3,204.88844616325468,none,,,0,119,SH603315,福鞍股份,20251105 -27,7611,True,0.0,0.0,0.00046856749821878467,0.009987068597994444,0.7106570028423513,2,3,411.2765858133513,none,,,0,119,SH603315,福鞍股份,20251106 -27,7612,True,0.0,0.0,0.0012676301004516388,0.009987068597994413,0.7316653973100058,2,3,443.47616299594483,none,,,0,119,SH603315,福鞍股份,20251107 -27,7615,True,0.0,0.0,0.001267630100451547,0.009987068597994465,0.7310589587600177,2,3,442.47616299593847,none,,,0,119,SH603315,福鞍股份,20251110 -27,7616,True,0.0,0.0,0.0034187417257038025,0.009987068597994456,0.7915913876731032,2,3,570.9936776189652,none,,,0,119,SH603315,福鞍股份,20251111 -27,7617,True,0.0,0.0,0.0034187417257037604,0.009987068597994472,0.7912257544731035,2,3,569.9936776189629,none,,,0,119,SH603315,福鞍股份,20251112 -27,7618,True,0.0,0.0,0.0033502573112217933,0.009987068597994475,0.7888484793694461,2,3,563.5763344002194,none,,,0,119,SH603315,福鞍股份,20251113 -27,7619,True,0.0,0.0,0.003350257311221898,0.009987068597994479,0.7884731498226485,2,3,562.5763344002252,none,,,0,119,SH603315,福鞍股份,20251114 -28,7304,True,0.0,0.20871541272218674,-0.003175564842449869,0.16162234999259165,0.07429705915711476,2,2,128.55095814176227,down,False,,0,119,SH603379,三美股份,20250103 -28,7307,True,0.0,0.0,0.0052198575691838524,0.16162234999259148,0.11456804104794989,2,2,134.3976787791148,none,,,0,119,SH603379,三美股份,20250106 -28,7308,True,0.0,0.0,0.008016913704036588,0.16162234999259179,0.11333128018256125,2,2,134.21021554081844,none,,,0,119,SH603379,三美股份,20250107 -28,7309,True,0.0,0.0,0.01408809443583626,0.1616223499925916,0.11085295776471128,2,2,133.83613097428477,none,,,0,119,SH603379,三美股份,20250108 -28,7310,True,0.0,0.0,0.025376184141770498,0.16162234999259142,0.15510150530731587,2,2,140.84532135814024,none,,,0,119,SH603379,三美股份,20250109 -28,7311,True,0.0,0.0,0.051605494923421376,0.16162234999259123,0.1845383697455722,2,2,145.92961285360707,none,,,0,119,SH603379,三美股份,20250110 -28,7315,True,0.0,0.0,0.05640503314703956,0.1901681179022185,0.04238551298555772,2,2,124.26712587756133,none,,,0,119,SH603379,三美股份,20250114 -28,7316,True,0.0,0.0,0.05761082388319103,0.19016811790221821,0.03987881447536673,2,2,123.94268743791493,none,,,0,119,SH603379,三美股份,20250115 -28,7317,True,0.0,0.0810199160423937,0.05731399737158864,0.19016811790221827,0.030749262360563304,2,2,122.77524832203767,down,False,,0,119,SH603379,三美股份,20250116 -28,7318,True,0.0,0.0,0.06375101056454424,0.19016811790221852,0.05241738499100111,2,2,125.58271765978935,none,,,0,119,SH603379,三美股份,20250117 -28,7321,True,0.0,0.0,0.08188410246637186,0.1935765834685268,0.11534155548137259,2,1,134.51519141350866,none,,,0,119,SH603379,三美股份,20250120 -28,7322,True,0.0,0.0,0.08188410246637169,0.19267785816477997,0.11423247658328145,2,2,134.3467635175592,none,,,0,119,SH603379,三美股份,20250121 -28,7323,True,0.0,0.0,0.08188410246637157,0.12109144883475653,0.6304825187093588,2,2,322.0415975567917,none,,,0,119,SH603379,三美股份,20250122 -28,7324,True,0.0,0.0,0.0844107109452204,0.12109144883475657,0.6501989753991867,2,2,340.1934003360928,none,,,0,119,SH603379,三美股份,20250123 -28,7325,True,0.0,0.0,0.08441071094522049,0.12109144883475674,0.6491677023135237,2,2,339.1934003360923,none,,,0,119,SH603379,三美股份,20250124 -28,7328,True,0.0,0.0,0.08441071094522049,0.12109144883475653,0.6481303305098831,2,2,338.19340033609393,none,,,0,119,SH603379,三美股份,20250127 -28,7337,True,0.0,0.0,0.08441071094522054,0.12109144883475671,0.6470868057281418,2,2,337.19340033609296,none,,,0,119,SH603379,三美股份,20250205 -28,7338,True,0.0,0.0,0.08441071094522061,0.12109144883475678,0.6460370730626012,2,2,336.1934003360929,none,,,0,119,SH603379,三美股份,20250206 -28,7339,True,0.0,0.0,0.0844107109452205,0.12109144883475677,0.6449810769523481,2,2,335.1934003360925,none,,,0,119,SH603379,三美股份,20250207 -28,7342,True,0.0,0.0,0.0844107109452204,0.12109144883475685,0.6439187611714526,2,2,334.19340033609114,none,,,0,119,SH603379,三美股份,20250210 -28,7343,True,0.0,0.0,0.08441071094522046,0.12109144883475666,0.642850068818997,2,2,333.19340033609285,none,,,0,119,SH603379,三美股份,20250211 -28,7344,True,0.0,0.0,0.08441071094522058,0.12109144883475667,0.6417749423088994,2,2,332.19340033609365,none,,,0,119,SH603379,三美股份,20250212 -28,7345,True,0.0,0.0,0.08441071094522046,0.12109144883475675,0.6406933233595851,2,2,331.19340033609234,none,,,0,119,SH603379,三美股份,20250213 -28,7346,True,0.0,0.0,0.08441071094522051,0.12109144883475668,0.6396051529834523,2,2,330.193400336093,none,,,0,119,SH603379,三美股份,20250214 -28,7349,True,0.0,0.0,0.0844107109452204,0.12109144883475667,0.6385103714761418,2,2,329.193400336093,none,,,0,119,SH603379,三美股份,20250217 -28,7350,True,0.0,0.0,0.08441071094522062,0.12109144883475646,0.6374089184056289,2,2,328.193400336097,none,,,0,119,SH603379,三美股份,20250218 -28,7351,True,0.0,0.0,0.08441071094522036,0.1210914488347566,0.6363007326010753,2,2,327.1934003360928,none,,,0,119,SH603379,三美股份,20250219 -28,7352,True,0.0,0.0,0.08441071094522067,0.12109144883475649,0.6351857521415589,2,2,326.1934003360954,none,,,0,119,SH603379,三美股份,20250220 -28,7384,True,0.0,0.5098063200560538,0.08441071094522062,0.14082387658332718,0.3951766541197885,2,2,196.7516644497526,down,False,,0,119,SH603379,三美股份,20250324 -28,7385,True,0.0,0.960241625903441,0.08441071094522067,0.15168765925806546,0.2757303727130552,2,1,164.30345208008288,down,False,,0,119,SH603379,三美股份,20250325 -28,7386,True,0.0,0.8027674782309688,0.08441071094522035,0.14690498093826326,0.3230984450685226,2,2,175.80104393769096,down,False,,0,119,SH603379,三美股份,20250326 -28,7387,True,0.0,0.6478569223816856,0.08441071094522071,0.13354325658226437,0.41777908690309645,2,2,204.3897725470296,down,False,,0,119,SH603379,三美股份,20250327 -28,7420,True,0.0,0.0,-0.004836788356080954,0.05741132219978396,0.48553468600915445,2,3,231.3081110889382,none,,,0,119,SH603379,三美股份,20250429 -28,7421,True,0.0,0.0,-0.00483678835608067,0.05741132219978399,0.4833008727424047,2,3,230.30811108893883,none,,,0,119,SH603379,三美股份,20250430 -28,7514,True,0.0,0.0,0.03192184258988193,0.10681327101834213,0.38139501170209456,1,1,192.36831621327386,none,,,0,119,SH603379,三美股份,20250801 -28,7658,True,0.0,0.0,-0.05362004486843741,0.0804773222664669,0.29431245759906166,3,2,168.62987207501223,none,,,0,119,SH603379,三美股份,20251223 -28,7659,True,0.0,0.0,-0.05362004486843713,0.08047732226646706,0.29010266173353255,3,2,167.62987207501268,none,,,0,119,SH603379,三美股份,20251224 -28,7660,True,0.13444875091025454,0.0,-0.05362004486843744,0.08047732226646673,0.285842337162515,3,2,166.62987207501249,up,False,,0,119,SH603379,三美股份,20251225 -28,7661,True,0.12403760874610675,0.0,-0.05362004486843808,0.08047732226646703,0.28153056867600434,3,2,165.62987207501195,up,False,,0,119,SH603379,三美股份,20251226 -28,7664,True,0.12977268648379195,0.0,-0.053620044868437404,0.08047732226646713,0.27716641882720544,3,2,164.62987207501206,up,False,,0,119,SH603379,三美股份,20251229 -28,7665,True,0.20798852104602455,0.0,-0.05362004486843765,0.08047732226646698,0.27274892725304123,3,2,163.62987207501186,up,False,,0,119,SH603379,三美股份,20251230 -28,7666,True,0.22724749044184317,0.0,-0.05362004486843723,0.08047732226646695,0.26827710996961474,3,2,162.62987207501254,up,False,,0,119,SH603379,三美股份,20251231 -29,7421,True,0.0,0.0,-0.038494136769998744,-0.006231284432900362,0.3668134769539283,3,1,187.9383020149047,none,,,0,119,SH603527,众源新材,20250430 -29,7427,True,0.16909251765431052,0.0,-0.03849413676999886,-0.008096767129523424,0.3804973858332319,2,2,192.08958490038847,up,False,,0,119,SH603527,众源新材,20250506 -29,7428,True,0.21551086664695657,0.0,-0.0384941367699988,-0.008936294090515714,0.38539401684626573,2,2,193.61998298385257,up,False,,0,119,SH603527,众源新材,20250507 -29,7429,True,0.3642756362442907,0.0,-0.03849413676999872,-0.008936294090515703,0.3822032472613416,2,2,192.61998298385296,up,False,,0,119,SH603527,众源新材,20250508 -29,7430,True,0.33463303018505475,0.0,-0.03849413676999875,-0.01026113595871708,0.39260698877889627,2,2,195.91927763666934,up,False,,0,119,SH603527,众源新材,20250509 -29,7433,True,0.5540400252949967,0.0,-0.03849413676999884,-0.01026113595871707,0.3894908628698234,2,2,194.9192776366688,up,False,,0,119,SH603527,众源新材,20250512 -29,7434,True,0.49268206373528795,0.0,-0.038494136769998806,-0.010261135958717095,0.3863425985787724,2,2,193.91927763666928,up,False,,0,119,SH603527,众源新材,20250513 -29,7435,True,0.474828569541378,0.0,-0.03849413676999891,-0.010261135958717053,0.3831616961363664,2,2,192.91927763666845,up,False,,0,119,SH603527,众源新材,20250514 -29,7436,True,0.5182731802839431,0.0,-0.038494136769998834,-0.010261135958717076,0.37994764535700054,2,2,191.91927763666868,up,False,,0,119,SH603527,众源新材,20250515 -29,7437,True,0.6264077093631523,0.0,-0.038494136769998764,-0.010261135958717109,0.37669992536602787,2,2,190.9192776366692,up,False,,0,119,SH603527,众源新材,20250516 -29,7440,True,0.6229642231216709,0.0,-0.03849413676999884,-0.01026113595871708,0.3734180043183573,2,2,189.919277636669,up,False,,0,119,SH603527,众源新材,20250519 -29,7441,True,0.7591249232197822,0.0,-0.038494136769998855,-0.011529181661685588,0.3847901985212852,2,2,193.429948147725,up,False,,0,119,SH603527,众源新材,20250520 -29,7442,True,0.6827444794518148,0.0,-0.03849413676999893,-0.020818225522951643,0.5146975057696054,2,2,245.2078887183824,up,False,,0,119,SH603527,众源新材,20250521 -29,7443,True,0.6149158816660201,0.0,-0.03849413676999878,-0.020818225522951598,0.5127102542652554,2,2,244.20788871838354,up,False,,0,119,SH603527,众源新材,20250522 -29,7444,True,1.0,0.0,-0.03849413676999875,-0.02081822552295162,0.5107066607621734,2,2,243.20788871838437,up,True,,0,119,SH603527,众源新材,20250523 -29,7447,True,0.7686903873267281,0.0,-0.03849413676999885,-0.020818225522951622,0.5086865228474775,2,2,242.20788871838303,up,False,,0,119,SH603527,众源新材,20250526 -29,7512,True,0.0,0.685180184541615,0.011114514096017554,0.0632179626485962,0.006099657940199723,3,2,119.73031396023015,down,False,,0,119,SH603527,众源新材,20250730 -29,7574,True,0.0,0.0,0.015102134019145971,0.02061016558030239,0.7769283691309332,2,1,533.4609315240431,none,,,0,119,SH603527,众源新材,20250930 -29,7583,True,0.0,0.0,0.015102134019146087,0.020610165580302403,0.7765094245330093,2,1,532.460931524051,none,,,0,119,SH603527,众源新材,20251009 -29,7605,True,0.0,0.0,0.005545741138092888,0.012154618005709699,0.675803544530948,2,3,367.06138513399014,none,,,0,119,SH603527,众源新材,20251031 -29,7618,True,0.0,0.0,0.00705245637955794,0.012154618005709727,0.7565692878013565,2,2,488.8454662322732,none,,,0,119,SH603527,众源新材,20251113 -29,7619,True,0.0,0.0,0.006271383442875409,0.012154618005709685,0.7281129540007953,2,2,437.68175700562125,none,,,0,119,SH603527,众源新材,20251114 -29,7622,True,0.0,0.0,0.006271383442875502,0.012154618005709696,0.7274903334272625,2,2,436.6817570056256,none,,,0,119,SH603527,众源新材,20251117 -29,7623,True,0.0,0.0,0.006271383442875444,0.012154618005709755,0.7268648547098436,2,2,435.6817570056176,none,,,0,119,SH603527,众源新材,20251118 -29,7624,True,0.0,0.01419880644275807,0.006271383442875479,0.012154618005709677,0.7262364981227872,2,2,434.681757005626,down,False,,0,119,SH603527,众源新材,20251119 -29,7625,True,0.0,0.06273639559595054,0.006271383442875364,0.012154618005709699,0.7256052437583658,2,2,433.68175700561744,down,False,,0,119,SH603527,众源新材,20251120 -30,7206,True,0.0,0.0,-0.006561113941235618,-0.002846663547051525,0.6363682605836152,3,3,327.2541615618883,none,,,0,119,SH603618,杭电股份,20240927 -30,7209,True,0.476176628801298,0.0,-0.006561113941235584,-0.002846663547051532,0.6352536947565481,3,3,326.254161561891,up,True,,0,119,SH603618,杭电股份,20240930 -30,7269,True,0.0,0.0,0.008703901821601679,0.019185731321380323,0.4413244578686247,2,1,213.00377594123594,none,,,0,119,SH603618,杭电股份,20241129 -30,7293,True,0.0,0.0,0.007425370271538659,0.011570257291488188,0.717977772409543,1,1,421.95255677792727,none,,,0,119,SH603618,杭电股份,20241223 -30,7294,True,0.0,0.0,0.007425370271538666,0.014884741747634078,0.5280120539295257,1,2,252.12508283470353,none,,,0,119,SH603618,杭电股份,20241224 -30,7295,True,0.0,0.0,0.007425370271538668,0.014884741747634156,0.5261325604884745,1,2,251.12508283470189,none,,,0,119,SH603618,杭电股份,20241225 -30,7296,True,0.0,0.16989718749134014,0.007425370271538678,0.020203385852470605,0.26655333159833106,1,2,162.24765225169736,down,False,,0,119,SH603618,杭电股份,20241226 -30,7297,True,0.0,0.758162187656783,0.009538771986381905,0.027007073380590975,0.007740868936031613,2,2,119.92834963624874,down,True,,0,119,SH603618,杭电股份,20241227 -30,7300,True,0.0,0.5719534748342809,0.009538771986381906,0.02476176622740807,0.09168852105766369,2,2,131.01232645277915,down,False,,0,119,SH603618,杭电股份,20241230 -30,7301,True,0.0,0.8074298893600182,0.013914771963214266,0.024761766227408055,0.15306392623104162,3,2,140.50647231311913,down,False,,0,119,SH603618,杭电股份,20241231 -30,7303,True,0.0,0.9991800626984878,0.013914771963214254,0.02476176622740808,0.14699298156642218,3,2,139.50647231311885,down,False,,0,119,SH603618,杭电股份,20250102 -30,7304,True,0.0,1.0,0.013914771963214223,0.024761766227408083,0.14083437392745557,3,2,138.50647231311848,down,False,,0,119,SH603618,杭电股份,20250103 -30,7307,True,0.0,0.9241507670385947,0.013914771963214213,0.021351674214563594,0.35823634035075336,3,2,185.42651677260588,down,False,,0,119,SH603618,杭电股份,20250106 -30,7308,True,0.0,0.7203408478779599,0.013914771963214218,0.02135167421456357,0.3547565605941341,3,2,184.42651677260625,down,False,,0,119,SH603618,杭电股份,20250107 -30,7309,True,0.0,0.8211728757092371,0.013914771963214206,0.02135167421456357,0.35123883888868396,3,2,183.4265167726056,down,False,,0,119,SH603618,杭电股份,20250108 -30,7310,True,0.0,0.7887881677053994,0.013914771963214242,0.02135167421456351,0.3476825512799104,3,2,182.4265167726076,down,False,,0,119,SH603618,杭电股份,20250109 -30,7311,True,0.0,1.0,0.013914771963214207,0.021351674214563538,0.34408706005666095,3,2,181.42651677260656,down,False,,0,119,SH603618,杭电股份,20250110 -30,7314,True,0.0,1.0,0.013914771963214214,0.023468324428547082,0.18857433052882822,3,2,146.65545406957057,down,False,,0,119,SH603618,杭电股份,20250113 -30,7315,True,0.0,1.0,0.013914771963214268,0.02279124709597759,0.23080016886452537,2,2,154.70622221059895,down,False,,0,119,SH603618,杭电股份,20250114 -30,7318,True,0.0,0.0,0.004558360128973174,0.009076925992788438,0.7137198431774252,2,1,415.676731914576,none,,,0,119,SH603618,杭电股份,20250117 -30,7321,True,0.0,0.0,0.004558360128973154,0.009076925992788436,0.7130294737045559,2,1,414.6767319145738,none,,,0,119,SH603618,杭电股份,20250120 -30,7322,True,0.0,0.0,0.0045583601289731655,0.009076925992788445,0.7123357665072304,2,1,413.67673191457465,none,,,0,119,SH603618,杭电股份,20250121 -30,7323,True,0.0,0.0,0.00455836012897313,0.00907692599278844,0.7116386973214813,2,1,412.67673191457254,none,,,0,119,SH603618,杭电股份,20250122 -30,7324,True,0.0,0.0,0.004558360128973145,0.009076925992788447,0.7109382416475897,2,1,411.67673191457243,none,,,0,119,SH603618,杭电股份,20250123 -30,7325,True,0.0,0.0,0.004558360128973086,0.009076925992788431,0.7102343747472051,2,1,410.6767319145703,none,,,0,119,SH603618,杭电股份,20250124 -30,7328,True,0.0,0.0,0.004558360128973163,0.009076925992788424,0.7095270716404436,2,2,409.67673191457607,none,,,0,119,SH603618,杭电股份,20250127 -30,7337,True,0.0,0.0,0.004558360128973153,0.009076925992788433,0.7088163071029098,2,2,408.6767319145746,none,,,0,119,SH603618,杭电股份,20250205 -30,7338,True,0.0,0.0,0.004558360128973183,0.009076925992788452,0.7081020556627318,2,2,407.67673191457465,none,,,0,119,SH603618,杭电股份,20250206 -30,7339,True,0.0,0.0,0.005045666731105157,0.009076925992788448,0.7354335737060085,2,2,449.79252154906715,none,,,0,119,SH603618,杭电股份,20250207 -30,7512,True,0.0,0.0,-0.024157715403730358,0.009010537095611934,0.20734521013762025,2,2,150.12840586084232,none,,,0,119,SH603618,杭电股份,20250730 -30,7513,True,0.0,0.0,-0.02415771540373037,0.0090105370956119,0.20202995993235737,2,2,149.12840586084226,none,,,0,119,SH603618,杭电股份,20250731 -30,7514,True,0.0,0.0,-0.024157715403730413,0.009010537095611885,0.1966429442858297,2,2,148.12840586084238,none,,,0,119,SH603618,杭电股份,20250801 -30,7517,True,0.0,0.0,-0.02415771540373036,0.009010537095611925,0.19118269987541964,2,2,147.12840586084238,none,,,0,119,SH603618,杭电股份,20250804 -30,7518,True,0.0,0.0,-0.024157715403730406,0.009010537095611887,0.18564772332271046,2,2,146.1284058608424,none,,,0,119,SH603618,杭电股份,20250805 -30,7519,True,0.0,0.0,-0.02415771540373042,0.009010537095611898,0.1800364698134695,2,2,145.12840586084255,none,,,0,119,SH603618,杭电股份,20250806 -30,7520,True,0.0,0.0,-0.024157715403730375,0.00901053709561191,0.17434735166018647,2,2,144.1284058608424,none,,,0,119,SH603618,杭电股份,20250807 -30,7521,True,0.0,0.0,-0.024157715403730417,0.009010537095611941,0.16857873680435725,2,2,143.12840586084215,none,,,0,119,SH603618,杭电股份,20250808 -30,7524,True,0.0,0.0,-0.02415771540373038,0.009010537095611917,0.16272894725553652,2,2,142.1284058608425,none,,,0,119,SH603618,杭电股份,20250811 -30,7525,True,0.0,0.0,-0.024157715403730413,0.00901053709561189,0.15679625746401402,2,2,141.1284058608425,none,,,0,119,SH603618,杭电股份,20250812 -30,7526,True,0.16374453493087943,0.0,-0.024157715403730427,0.009010537095611929,0.15077889262384306,2,2,140.12840586084224,up,False,,0,119,SH603618,杭电股份,20250813 -31,7337,True,0.0,0.0,-0.008289945474537031,0.014122987558169762,0.5614076547919953,2,2,271.32256479205915,none,,,0,119,SH603707,健友股份,20250205 -31,7338,True,0.0,0.0,-0.008289945474537038,0.014122987558169767,0.559785177047507,2,2,270.32256479205876,none,,,0,119,SH603707,健友股份,20250206 -31,7339,True,0.0,0.0,-0.00828994547453717,0.014122987558169783,0.5581506507192247,2,2,269.32256479205734,none,,,0,119,SH603707,健友股份,20250207 -31,7483,True,0.777141884955826,0.0,-0.07755420253127164,-0.02104369621806711,0.11645256044322355,1,1,134.6843357496404,up,False,,0,119,SH603707,健友股份,20250701 -31,7504,True,0.5506716977160667,0.0,-0.0563444874580972,-0.017817607293377283,0.2405245257399907,2,1,156.68708738217904,up,False,,0,119,SH603707,健友股份,20250722 -31,7505,True,0.7564819853600647,0.0,-0.05634448745809715,-0.017817607293377117,0.235646308239551,2,1,155.68708738217885,up,True,,0,119,SH603707,健友股份,20250723 -31,7506,True,0.8688978414176523,0.0,-0.0563444874580971,-0.017817607293377172,0.23070501866783827,2,1,154.6870873821792,up,False,,0,119,SH603707,健友股份,20250724 -31,7507,True,0.7898342513065533,0.0,-0.05634448745809732,-0.017817607293377318,0.2256994258465031,2,1,153.68708738217916,up,False,,0,119,SH603707,健友股份,20250725 -31,7510,True,0.6732783479270075,0.0,-0.05634448745809718,-0.049380292619577215,0.7922332488165111,2,2,572.7576685015662,up,False,,0,119,SH603707,健友股份,20250728 -31,7518,True,0.0,0.0,-0.030333541896304033,0.01558983519917153,0.168336539629152,2,3,143.0867239820018,none,,,0,119,SH603707,健友股份,20250805 -31,7519,True,0.0,0.0,-0.030333541896303984,0.015589835199171382,0.16248332944129518,2,3,142.086723982002,none,,,0,119,SH603707,健友股份,20250806 -31,7520,True,0.0,0.0,-0.030333541896303922,0.015589835199171518,0.1565471460292703,2,3,141.08672398200179,none,,,0,119,SH603707,健友股份,20250807 -31,7521,True,0.0,0.0,-0.030333541896303974,0.015589835199171433,0.15052621249613163,2,3,140.08672398200173,none,,,0,119,SH603707,健友股份,20250808 -31,7524,True,0.0,0.0,-0.03033354189630393,0.015589835199171505,0.14441870084308608,2,3,139.0867239820016,none,,,0,119,SH603707,健友股份,20250811 -31,7525,True,0.0,0.0,-0.030333541896303943,0.015589835199171422,0.1382227301191501,2,3,138.08672398200179,none,,,0,119,SH603707,健友股份,20250812 -31,7526,True,0.0,0.0,-0.030333541896304016,0.015589835199171514,0.13193636448979698,2,3,137.0867239820016,none,,,0,119,SH603707,健友股份,20250813 -31,7527,True,0.0,0.0,-0.03033354189630403,0.01558983519917144,0.12555761122048584,2,3,136.08672398200179,none,,,0,119,SH603707,健友股份,20250814 -31,7528,True,0.0,0.0,-0.030333541896304012,0.01558983519917145,0.11908441857058409,2,3,135.08672398200162,none,,,0,119,SH603707,健友股份,20250815 -31,7531,True,0.0,0.0,-0.030333541896303922,0.01558983519917145,0.1125146735930929,2,3,134.08672398200207,none,,,0,119,SH603707,健友股份,20250818 -31,7532,True,0.0,0.0,-0.030333541896303943,0.015589835199171478,0.10584619983513081,2,3,133.08672398200187,none,,,0,119,SH603707,健友股份,20250819 -31,7533,True,0.0,0.0,-0.03033354189630396,0.015589835199171575,0.0990767549340128,3,3,132.08672398200136,none,,,0,119,SH603707,健友股份,20250820 -31,7534,True,0.0,0.0,-0.030333541896303915,0.015589835199171453,0.09220402810326767,3,3,131.08672398200179,none,,,0,119,SH603707,健友股份,20250821 -31,7535,True,0.0,0.0,-0.030333541896304012,0.015589835199171462,0.08522563750268297,3,3,130.08672398200167,none,,,0,119,SH603707,健友股份,20250822 -31,7538,True,0.0,0.0,-0.03033354189630394,0.015589835199171587,0.07813912748617043,3,3,129.08672398200173,none,,,0,119,SH603707,健友股份,20250825 -31,7539,True,0.03532399915398836,0.0,-0.030333541896303943,0.015589835199171566,0.07094196572065027,3,3,128.08672398200156,up,False,,0,119,SH603707,健友股份,20250826 -31,7540,True,0.0,0.0,-0.03033354189630402,0.0155898351991715,0.06363154016895499,3,3,127.08672398200166,none,,,0,119,SH603707,健友股份,20250827 -31,7541,True,0.0,0.0,-0.03033354189630396,0.015589835199171448,0.05620515592913037,3,3,126.08672398200163,none,,,0,119,SH603707,健友股份,20250828 -31,7542,True,0.0,0.00333443915277137,-0.03033354189630391,0.015589835199171476,0.048660031922152444,3,3,125.08672398200169,none,,,0,119,SH603707,健友股份,20250829 -31,7545,True,0.16304873984545454,0.0,-0.03033354189630389,0.015589835199171417,0.0409932974194706,3,3,124.08672398200194,up,True,,0,119,SH603707,健友股份,20250901 -31,7546,True,0.08945483264496701,0.0,-0.03033354189630395,0.01558983519917155,0.03320198840127945,2,3,123.0867239820019,up,False,,0,119,SH603707,健友股份,20250902 -31,7547,True,0.0048137732440227754,0.0,-0.03033354189630401,0.015589835199171507,0.025283043735833774,2,3,122.0867239820016,none,,,0,119,SH603707,健友股份,20250903 -31,7548,True,0.0,0.0,-0.030333541896303967,0.01558983519917145,0.017233301169432513,2,3,121.08672398200174,none,,,0,119,SH603707,健友股份,20250904 -31,7549,True,0.05827490635484486,0.0,-0.030333541896303943,0.015589835199171379,0.009049493116030614,2,3,120.08672398200181,up,False,,0,119,SH603707,健友股份,20250905 -31,7552,True,0.19608559807452985,0.0,-0.03033354189630392,0.015589835199171587,0.0007282422347501165,2,3,119.08672398200174,up,False,,0,119,SH603707,健友股份,20250908 -31,7559,True,0.0,0.018767003163063043,-0.030333541896303905,0.011371494040165499,0.033287273331398234,2,3,123.09758288802826,down,False,,0,119,SH603707,健友股份,20250915 -31,7560,True,0.0,0.02125614913564124,-0.030333541896303926,0.011371494040165483,0.02536973144561727,2,3,122.09758288802827,down,False,,0,119,SH603707,健友股份,20250916 -31,7561,True,0.0,0.054724911714771,-0.030333541896303932,0.01137149404016543,0.01732142655537367,2,3,121.09758288802826,down,False,,0,119,SH603707,健友股份,20250917 -31,7562,True,0.0,0.10899205894653055,-0.030333541896303964,0.011371494040165376,0.009139092241777752,2,3,120.09758288802821,down,False,,0,119,SH603707,健友股份,20250918 -31,7563,True,0.0,0.26676049119422424,-0.030333541896303988,0.01137149404016541,0.000819352380309304,2,3,119.09758288802838,down,False,,0,119,SH603707,健友股份,20250919 -31,7566,True,0.0,0.0,-0.030333541896303995,0.005664241150173012,0.10961747383882496,2,3,133.6504215924593,none,,,0,119,SH603707,健友股份,20250922 -31,7567,True,0.0,0.0,-0.029743283638366997,0.00328844329082696,0.16058579307981177,3,3,141.76553007913836,none,,,0,119,SH603707,健友股份,20250923 -31,7568,True,0.0,0.0,-0.023447484409225224,0.0032884432908269587,0.23379112576952313,3,3,155.31013017764215,none,,,0,119,SH603707,健友股份,20250924 -31,7569,True,0.0,0.0,-0.009393382732527338,0.0032884432908269682,0.5018369879756021,3,3,238.8776306703635,none,,,0,119,SH603707,健友股份,20250925 -31,7608,True,0.0,0.0,-0.01466961820343317,-0.006809015472789011,0.6716333719740313,3,2,362.39979901547434,none,,,0,119,SH603707,健友股份,20251103 -31,7609,True,0.0,0.0,-0.01466961820343308,-0.008898864285786531,0.73656168611153,3,2,451.7186518677019,none,,,0,119,SH603707,健友股份,20251104 -31,7638,True,0.0,0.0,-0.016820909233936136,-0.0129056457033225,0.7878581754447098,2,2,560.9454912978995,none,,,0,119,SH603707,健友股份,20251203 -31,7639,True,0.0,0.0,-0.01682090923393629,-0.012905645703322451,0.7874793138807566,2,2,559.9454912978707,none,,,0,119,SH603707,健友股份,20251204 -31,7640,True,0.0,0.0,-0.016820909233936157,-0.009731729823616616,0.6178361395785081,3,2,311.3847548764919,none,,,0,119,SH603707,健友股份,20251205 -31,7643,True,0.0,0.0,-0.016820909233936077,-0.009731729823616548,0.6166048811019988,3,2,310.38475487649265,none,,,0,119,SH603707,健友股份,20251208 -31,7644,True,0.0,0.0,-0.019688787517771086,-0.009572384733966549,0.4726483225455631,3,2,225.65586701918036,none,,,0,119,SH603707,健友股份,20251209 -31,7645,True,0.0,0.0,-0.028047170741844624,-0.010774567032290447,0.18430207154463626,3,2,145.88733874234896,none,,,0,119,SH603707,健友股份,20251210 -31,7646,True,0.0,0.0,-0.032563513685597414,-0.011202781104757259,0.034478655258624806,3,2,123.2494762007311,none,,,0,119,SH603707,健友股份,20251211 -31,7647,True,0.0,0.0,-0.032563513685597435,-0.012379701338206765,0.07979881082659243,3,2,129.31954598634522,none,,,0,119,SH603707,健友股份,20251212 -31,7650,True,0.0,0.0,-0.032726422542234186,-0.012379701338206778,0.0667275448156557,3,2,127.50831693248091,none,,,0,119,SH603707,健友股份,20251215 -31,7651,True,0.0,0.0,-0.03166816548411255,-0.014796958990746175,0.11698616439674787,3,2,134.76572529432946,none,,,0,119,SH603707,健友股份,20251216 -32,7486,True,0.0,0.0,-0.030139294769376303,0.023514128787301178,0.30151595195630165,2,2,170.36895879482586,none,,,0,119,SH603813,*ST原尚,20250704 -32,7489,True,0.0,0.0,-0.030139294769376164,0.0235141287873012,0.2973919138030666,2,2,169.36895879482606,none,,,0,119,SH603813,*ST原尚,20250707 -32,7490,True,0.0,0.0,-0.0301392947693763,0.02351412878730123,0.29321888754438824,2,2,168.36895879482574,none,,,0,119,SH603813,*ST原尚,20250708 -32,7499,True,0.0,0.0,-0.00516948240498012,0.023514128787301195,0.5557948650738641,2,1,267.8942466970531,none,,,0,119,SH603813,*ST原尚,20250717 -32,7500,True,0.0,0.0,0.004788851317023839,0.02351412878730122,0.6937906661204106,1,1,388.6230327870884,none,,,0,119,SH603813,*ST原尚,20250718 -32,7503,True,0.0,0.0,0.004788851317023883,0.023514128787301195,0.6930006993021918,1,1,387.62303278708924,none,,,0,119,SH603813,*ST原尚,20250721 -32,7504,True,0.0,0.0,0.004788851317023766,0.02351412878730126,0.6922066459875579,1,1,386.6230327870873,none,,,0,119,SH603813,*ST原尚,20250722 -32,7505,True,0.0,0.0,0.0047888513170237824,0.023514128787301178,0.6914084743851319,1,1,385.6230327870885,none,,,0,119,SH603813,*ST原尚,20250723 -32,7506,True,0.0,0.0,0.004788851317023831,0.023514128787301122,0.690606152372906,1,1,384.6230327870911,none,,,0,119,SH603813,*ST原尚,20250724 -32,7507,True,0.0,0.0,0.0047888513170238345,0.023514128787301206,0.6897996474939365,1,1,383.6230327870888,none,,,0,119,SH603813,*ST原尚,20250725 -32,7510,True,0.0,0.0,0.004788851317023878,0.023514128787301202,0.6889889269519819,1,1,382.6230327870902,none,,,0,119,SH603813,*ST原尚,20250728 -32,7513,True,0.0,0.0,0.004788851317023834,0.03492205084952621,0.45160244789225285,1,1,216.9958628418884,none,,,0,119,SH603813,*ST原尚,20250731 -32,7514,True,0.0,0.0,0.004788851317023806,0.03365624166193541,0.4624848801321922,1,1,221.38912116419348,none,,,0,119,SH603813,*ST原尚,20250801 -32,7517,True,0.0,0.0,0.004788851317023756,0.03512058588059123,0.44442057902809706,1,1,214.190798845334,none,,,0,119,SH603813,*ST原尚,20250804 -32,7518,True,0.0,0.0,0.004788851317023746,0.035120585880591186,0.4418145593312745,1,1,213.19079884533343,none,,,0,119,SH603813,*ST原尚,20250805 -32,7519,True,0.0,0.0,0.004788851317023893,0.035120585880591235,0.43918397664952863,1,1,212.1907988453341,none,,,0,119,SH603813,*ST原尚,20250806 -32,7520,True,0.0,0.0,0.00478885131702383,0.03512058588059119,0.4365284820616177,1,1,211.1907988453342,none,,,0,119,SH603813,*ST原尚,20250807 -32,7521,True,0.0,0.0,0.004788851317023811,0.03393080205755533,0.446973354309497,2,1,215.17950523237053,none,,,0,119,SH603813,*ST原尚,20250808 -32,7524,True,0.0,0.0,0.0047888513170237955,0.030092829889657842,0.490297256926494,2,1,233.46941254902873,none,,,0,119,SH603813,*ST原尚,20250811 -32,7525,True,0.0,0.0,0.004788851317023832,0.0678955251157728,0.17777966649865112,2,2,144.73006218813586,none,,,0,119,SH603813,*ST原尚,20250812 -32,7526,True,0.0,0.0,0.004788851317023777,0.06789552511577293,0.17205907944132917,2,2,143.73006218813563,none,,,0,119,SH603813,*ST原尚,20250813 -32,7527,True,0.0,0.0,0.004788851317023792,0.06789552511577292,0.16625833285812294,2,2,142.73006218813563,none,,,0,119,SH603813,*ST原尚,20250814 -32,7528,True,0.0,0.0,0.004788851317023782,0.06789552511577286,0.16037573001247346,2,2,141.73006218813543,none,,,0,119,SH603813,*ST原尚,20250815 -32,7531,True,0.0,0.0,0.004788851317023793,0.06789552511577285,0.15440952594112883,2,2,140.73006218813558,none,,,0,119,SH603813,*ST原尚,20250818 -32,7532,True,0.0,0.08734806687739245,0.004788851317023851,0.06789552511577283,0.14835792572842507,2,2,139.7300621881356,down,False,,0,119,SH603813,*ST原尚,20250819 -32,7533,True,0.0,0.11817967199508164,0.00478885131702384,0.06789552511577279,0.14221908270594683,2,2,138.73006218813563,down,False,,0,119,SH603813,*ST原尚,20250820 -32,7534,True,0.0,0.1573190063312512,0.004788851317023832,0.06789552511577293,0.13599109657375233,1,2,137.73006218813566,down,False,,0,119,SH603813,*ST原尚,20250821 -32,7535,True,0.0,0.0,0.004788851317023739,0.06789552511577292,0.1296720114391491,1,2,136.73006218813546,none,,,0,119,SH603813,*ST原尚,20250822 -32,7538,True,0.0,0.0,0.005214161457563885,0.06789552511577288,0.1286494492646717,1,2,136.56960439122517,none,,,0,119,SH603813,*ST原尚,20250825 -32,7539,True,0.0,0.0,0.013042349041934975,0.067895525115773,0.2239829131811946,1,2,153.3471388984837,none,,,0,119,SH603813,*ST原尚,20250826 -33,7188,True,0.0,0.0,-0.05115660041886643,-0.002405408972917017,0.18529668272252175,2,2,146.06544183183928,none,,,0,119,SH603900,莱绅通灵,20240909 -33,7189,True,0.0,0.0,-0.051156600418866466,-0.0024054089729170186,0.17968057383408037,2,2,145.06544183183928,none,,,0,119,SH603900,莱绅通灵,20240910 -33,7190,True,0.0,0.0,-0.05115660041886643,-0.0024054089729170533,0.17398649886554304,2,2,144.06544183183925,none,,,0,119,SH603900,莱绅通灵,20240911 -33,7552,True,0.0,0.0,-0.02722114683442804,0.0590837674671008,0.14656550727009,1,2,139.4365953259642,none,,,0,119,SH603900,莱绅通灵,20250908 -33,7618,True,0.0,0.0,-0.027221146834428056,0.005006702923542326,0.4156338930349454,1,2,203.6394626273495,none,,,0,119,SH603900,莱绅通灵,20251113 -33,7619,True,0.0,0.0,-0.02722114683442806,-0.008373727344292778,0.5647035896694795,1,2,273.3769385087354,none,,,0,119,SH603900,莱绅通灵,20251114 -33,7622,True,0.0,0.0,-0.027221146834427983,-0.008373727344292802,0.563105449927131,1,2,272.37693850873666,none,,,0,119,SH603900,莱绅通灵,20251117 -33,7623,True,0.0,0.0,-0.02722114683442806,-0.008373727344292781,0.5614955321777675,1,2,271.376938508736,none,,,0,119,SH603900,莱绅通灵,20251118 -33,7624,True,0.0,0.0,-0.027221146834428042,-0.008373727344292798,0.5598737057370933,1,2,270.37693850873654,none,,,0,119,SH603900,莱绅通灵,20251119 -33,7625,True,0.0,0.0,-0.02722114683442808,-0.008373727344292795,0.5582398379802621,1,2,269.37693850873563,none,,,0,119,SH603900,莱绅通灵,20251120 -34,7462,True,0.0,0.0,-0.013910525004526999,0.011658755034544431,0.6691971601809507,2,2,359.7308900524965,none,,,0,119,SH603990,麦迪科技,20250610 -34,7463,True,0.0,0.0,-0.01391052500452712,0.011658755034544424,0.6682750125516485,2,2,358.73089005249534,none,,,0,119,SH603990,麦迪科技,20250611 -34,7464,True,0.0,0.0,-0.013910525004527032,0.011658755034544426,0.6673477093841772,2,2,357.7308900524963,none,,,0,119,SH603990,麦迪科技,20250612 -34,7465,True,0.0,0.0,-0.013910525004527049,0.011658755034544393,0.6664152073220008,2,2,356.73089005249614,none,,,0,119,SH603990,麦迪科技,20250613 -34,7468,True,0.0,0.0,-0.013910525004527106,0.01165875503454448,0.6654774625210667,2,2,355.73089005249494,none,,,0,119,SH603990,麦迪科技,20250616 -34,7538,True,0.0,0.0,-0.0014523294942507942,0.05608673758524363,0.2287670760707449,3,2,154.2983919744015,none,,,0,119,SH603990,麦迪科技,20250825 -34,7539,True,0.0,0.0,-0.0014523294942508497,0.056086737585243615,0.22373614969248298,3,2,153.29839197440162,none,,,0,119,SH603990,麦迪科技,20250826 -34,7540,True,0.0,0.1952373145690273,-0.0014523294942508144,0.05608673758524363,0.2186391566103892,3,2,152.29839197440162,down,True,,0,119,SH603990,麦迪科技,20250827 -34,7541,True,0.0,0.2705939992970893,-0.0014523294942507562,0.05608673758524368,0.21347478682963306,3,2,151.29839197440165,down,False,,0,119,SH603990,麦迪科技,20250828 -34,7542,True,0.0,0.29980719902621916,-0.0014523294942508295,0.05608673758524365,0.20824169549153979,3,2,150.2983919744014,down,False,,0,119,SH603990,麦迪科技,20250829 -34,7545,True,0.0,0.31466295086488444,0.011572147630128904,0.05608673758524367,0.2871734628365497,3,2,166.94103515497125,down,False,,0,119,SH603990,麦迪科技,20250901 -34,7546,True,0.0,0.0,0.011572147630128945,0.042892300643727725,0.47771237397778626,3,2,227.84380496684167,none,,,0,119,SH603990,麦迪科技,20250902 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-38,7510,True,0.0516059022690515,0.0,-0.023313897674439227,0.04461074909126009,0.2150606921731288,3,2,151.6040779375098,up,False,,0,119,SH688089,嘉必优,20250728 -38,7511,True,0.0,0.0,0.0024327113992901814,0.044610749091260116,0.4735802138016749,3,2,226.05533287300793,none,,,0,119,SH688089,嘉必优,20250729 -38,7512,True,0.0,0.0,0.002432711399290148,0.044610749091260164,0.4712411455402024,3,2,225.05533287300767,none,,,0,119,SH688089,嘉必优,20250730 -38,7513,True,0.0,0.0,0.0024327113992901085,0.07672624174618016,0.2854499918443802,3,2,166.53837889829438,none,,,0,119,SH688089,嘉必优,20250731 -38,7514,True,0.0,0.0,0.0024327113992902265,0.0767262417461802,0.2811334701234902,3,2,165.53837889829475,none,,,0,119,SH688089,嘉必优,20250801 -38,7517,True,0.0,0.0,0.002432711399290224,0.07672624174618023,0.2767644801365348,3,2,164.53837889829475,none,,,0,119,SH688089,嘉必优,20250804 -38,7518,True,0.0,0.0,0.0024327113992902343,0.07672624174618012,0.27234205938896694,3,2,163.53837889829475,none,,,0,119,SH688089,嘉必优,20250805 -38,7519,True,0.0,0.0,0.002432711399290078,0.0767262417461801,0.2678652216996581,3,2,162.53837889829475,none,,,0,119,SH688089,嘉必优,20250806 -38,7520,True,0.0,0.0,0.002432711399290111,0.0767262417461803,0.26333295646774313,3,2,161.5383788982943,none,,,0,119,SH688089,嘉必优,20250807 -38,7521,True,0.0,0.0,0.002432711399290311,0.07672624174618042,0.2587442279120703,3,2,160.5383788982946,none,,,0,119,SH688089,嘉必优,20250808 -38,7524,True,0.0,0.0,0.0024327113992901736,0.07672624174618012,0.25409797428202313,3,2,159.5383788982945,none,,,0,119,SH688089,嘉必优,20250811 -38,7525,True,0.0,0.0,0.002432711399290125,0.07672624174618035,0.2493931070385111,3,2,158.53837889829435,none,,,0,119,SH688089,嘉必优,20250812 -38,7526,True,0.0,0.0,0.0024327113992901207,0.07672624174618026,0.24462851000374036,3,2,157.5383788982945,none,,,0,119,SH688089,嘉必优,20250813 -38,7527,True,0.0,0.0,0.002432711399290116,0.0767262417461802,0.23980303847840323,3,2,156.5383788982946,none,,,0,119,SH688089,嘉必优,20250814 -38,7528,True,0.0,0.0,0.0024327113992902087,0.07672624174618027,0.2349155183248159,2,2,155.5383788982944,none,,,0,119,SH688089,嘉必优,20250815 -38,7531,True,0.0,0.0,0.007734781896199344,0.07672624174618034,0.2806005947685497,2,2,165.4157608897584,none,,,0,119,SH688089,嘉必优,20250818 -38,7532,True,0.0,0.0,0.007734781896199217,0.07672624174618028,0.27622510545208556,2,2,164.41576088975833,none,,,0,119,SH688089,嘉必优,20250819 -38,7533,True,0.0,0.0,0.0077347818961991536,0.07672624174618022,0.271796065740083,2,2,163.41576088975842,none,,,0,119,SH688089,嘉必优,20250820 -38,7534,True,0.0,0.0,0.007734781896199113,0.07672624174618022,0.26731248649708916,2,2,162.41576088975785,none,,,0,119,SH688089,嘉必优,20250821 -38,7535,True,0.0,0.0,0.007734781896199304,0.07672624174618037,0.2627733540761662,2,2,161.41576088975822,none,,,0,119,SH688089,嘉必优,20250822 -38,7538,True,0.0,0.0,0.007734781896199199,0.07672624174618028,0.2581776295548679,2,2,160.4157608897583,none,,,0,119,SH688089,嘉必优,20250825 -38,7539,True,0.0,0.0,0.01924770517742022,0.07672624174618019,0.3735014200900826,1,2,189.9445646263248,none,,,0,119,SH688089,嘉必优,20250826 -38,7540,True,0.0,0.0,0.019247705177420093,0.0767262417461803,0.37018564024137646,1,2,188.94456462632382,none,,,0,119,SH688089,嘉必优,20250827 -38,7541,True,0.0,0.0,0.01924770517742017,0.07672624174618038,0.3668345757346116,1,2,187.94456462632374,none,,,0,119,SH688089,嘉必优,20250828 -38,7542,True,0.0,0.0,0.019247705177420082,0.07672624174618045,0.3634476603378932,1,2,186.94456462632334,none,,,0,119,SH688089,嘉必优,20250829 -38,7545,True,0.0,0.0,0.01924770517742018,0.07672624174618027,0.3600243156386789,1,2,185.94456462632462,none,,,0,119,SH688089,嘉必优,20250901 -38,7546,True,0.0,0.09094670906763186,0.01924770517742015,0.07672624174618035,0.3565639507144373,1,2,184.94456462632348,down,False,,0,119,SH688089,嘉必优,20250902 -38,7547,True,0.0,0.24225983073108556,0.019247705177420176,0.07672624174618033,0.3530659617926535,1,2,183.944564626324,down,False,,0,119,SH688089,嘉必优,20250903 -38,7548,True,0.0,0.3217129811411878,0.019247705177420128,0.07672624174618023,0.3495297318995776,1,2,182.9445646263239,down,False,,0,119,SH688089,嘉必优,20250904 -39,7188,True,0.0,0.0,-0.17105840464021138,-0.06247389185021978,0.07838239181268274,2,2,129.1207968932528,none,,,0,119,SH688147,微导纳米,20240909 -39,7189,True,0.010720519167080462,0.0,-0.1752928436061728,-0.06244772808433925,0.035980004463533694,2,2,123.4414229486784,up,False,,0,119,SH688147,微导纳米,20240910 -39,7190,True,0.22592803011075452,0.0,-0.17606011237822902,-0.06244772808433938,0.021661470687744183,2,2,121.63478840361488,up,False,,0,119,SH688147,微导纳米,20240911 -39,7197,True,0.0,0.0,-0.15837550287595165,-0.06388004755872109,0.1630357499396704,2,2,142.18050531002052,none,,,0,119,SH688147,微导纳米,20240918 -39,7198,True,0.0,0.0,-0.15106237102547893,-0.0638800475587212,0.1889972831625351,2,2,146.73193755015387,none,,,0,119,SH688147,微导纳米,20240919 -39,7199,True,0.0,0.0,-0.14583872564921202,-0.06378933017731113,0.20755714057554012,2,2,150.16855611069303,none,,,0,119,SH688147,微导纳米,20240920 -39,7202,True,0.0,0.0,-0.1306525670869426,-0.06406504543191044,0.2876198893900028,2,2,167.04565193166698,none,,,0,119,SH688147,微导纳米,20240923 -39,7203,True,0.0,0.0,-0.1295653643910206,-0.06406504543191056,0.29000435742678876,2,2,167.60666244191682,none,,,0,119,SH688147,微导纳米,20240924 -39,7204,True,0.0,0.0,-0.12956536439102084,-0.0923512422563195,0.41755844018260124,2,2,204.31234343460605,none,,,0,119,SH688147,微导纳米,20240925 -39,7205,True,0.0,0.0,-0.12800288782600844,-0.08611161304342986,0.3906175463408353,2,2,195.27966269038353,none,,,0,119,SH688147,微导纳米,20240926 -39,7206,True,0.24912292177233042,0.0,-0.12437510871854034,-0.08462703001220265,0.4130782996405694,2,2,202.75276911234417,up,False,,0,119,SH688147,微导纳米,20240927 -39,7209,True,1.0,0.0,-0.11200252684775748,-0.07783905078414677,0.48873659012564885,2,2,232.75673107380334,up,True,,0,119,SH688147,微导纳米,20240930 -39,7357,True,0.0,0.0,-0.05556770328324987,0.06508695904276961,0.3421452849334655,1,2,180.89100416034032,none,,,0,119,SH688147,微导纳米,20250225 -39,7358,True,0.0,0.0,-0.0518623657385537,0.06508695904276958,0.3532832814053026,1,2,184.0063764836397,none,,,0,119,SH688147,微导纳米,20250226 -39,7359,True,0.0,0.0,-0.051862365738553885,0.06508695904276948,0.3497494333994524,1,2,183.0063764836399,none,,,0,119,SH688147,微导纳米,20250227 -39,7360,True,0.0,0.0,-0.05186236573855356,0.06508695904276957,0.34617675325953984,1,2,182.00637648363994,none,,,0,119,SH688147,微导纳米,20250228 -39,7363,True,0.0,0.0,-0.05186236573855369,0.06508695904276957,0.34256459738170725,1,2,181.0063764836398,none,,,0,119,SH688147,微导纳米,20250303 -39,7364,True,0.0,0.0,-0.05186236573855354,0.06508695904276947,0.338912307860298,1,2,180.00637648364014,none,,,0,119,SH688147,微导纳米,20250304 -39,7505,True,0.0,0.0,-0.009970700565302732,0.05572603659815046,0.1836175447374229,2,2,145.76501397463943,none,,,0,119,SH688147,微导纳米,20250723 -39,7506,True,0.0,0.0,-0.009342825090499399,0.05572603659815048,0.18373272835808618,2,2,145.78558290182656,none,,,0,119,SH688147,微导纳米,20250724 -39,7507,True,0.0,0.0,-0.001252753067939935,0.03401162429088519,0.536224107150893,2,2,256.58944726287746,none,,,0,119,SH688147,微导纳米,20250725 -39,7510,True,0.0,0.0,0.004026220185015696,0.03401162429088513,0.5953377906523958,2,2,294.0724318978334,none,,,0,119,SH688147,微导纳米,20250728 -39,7511,True,0.0,0.0,0.010064100850945132,0.03401162429088517,0.6674937538575949,2,2,357.8880137759424,none,,,0,119,SH688147,微导纳米,20250729 -39,7512,True,0.0,0.0,0.013156943025448706,0.03401162429088517,0.7059008455513535,2,2,404.6254407738499,none,,,0,119,SH688147,微导纳米,20250730 -39,7513,True,0.0,0.0,0.013156943025448736,0.05661491333775804,0.5062716025513724,2,2,241.02320347571646,none,,,0,119,SH688147,微导纳米,20250731 -39,7514,True,0.0,0.0,0.0131569430254488,0.056614913337757825,0.5042145997687308,2,2,240.02320347571762,none,,,0,119,SH688147,微导纳米,20250801 -39,7517,True,0.0,0.0,0.013156943025448837,0.05661491333775806,0.5021403852446936,2,2,239.02320347571754,none,,,0,119,SH688147,微导纳米,20250804 -39,7518,True,0.0,0.0,0.017742663030945422,0.0566149133377579,0.546572563030598,2,2,262.4455211518888,none,,,0,119,SH688147,微导纳米,20250805 -39,7519,True,0.0,0.0,0.01774266303094532,0.05661491333775782,0.5448382535845152,2,2,261.44552115188804,none,,,0,119,SH688147,微导纳米,20250806 -39,7520,True,0.0,0.0,0.017742663030945394,0.05661491333775784,0.5430906261175408,2,2,260.4455211518881,none,,,0,119,SH688147,微导纳米,20250807 -39,7521,True,0.0,0.0,0.017742663030945422,0.056614913337758,0.5413295266317835,2,2,259.44552115188753,none,,,0,119,SH688147,微导纳米,20250808 -39,7524,True,0.0,0.0,0.02066930874296268,0.056614913337757665,0.570845668162471,2,2,277.2895230731389,none,,,0,119,SH688147,微导纳米,20250811 -39,7525,True,0.0,0.0,0.02066930874296258,0.05661491333775786,0.5692923905460598,2,2,276.2895230731367,none,,,0,119,SH688147,微导纳米,20250812 -39,7526,True,0.0,0.0,0.020669308742962578,0.05661491333775795,0.5677278282458094,2,2,275.2895230731361,none,,,0,119,SH688147,微导纳米,20250813 -39,7527,True,0.0,0.0,0.02088402775042453,0.056614913337757714,0.5685179025268895,2,2,275.79359768782956,none,,,0,119,SH688147,微导纳米,20250814 -39,7528,True,0.0,0.0,0.02088402775042455,0.05661491333775804,0.5669476981949674,2,2,274.7935976878279,none,,,0,119,SH688147,微导纳米,20250815 -40,7188,True,0.0,0.0,-0.19521418651363476,-0.09410722547866511,0.3163092069277325,2,2,174.05529108452023,none,,,0,119,SH688202,美迪西,20240909 -40,7189,True,0.0,0.0,-0.19521418651363479,-0.09410722547866532,0.3123584996781157,2,2,173.05529108452038,none,,,0,119,SH688202,美迪西,20240910 -40,7192,True,0.0,0.0,-0.166851142231985,-0.09673619095291364,0.4201011661106044,2,2,205.2082070968553,none,,,0,119,SH688202,美迪西,20240913 -40,7197,True,0.0,0.0,-0.166851142231985,-0.06164584132364973,0.2831464228536865,2,2,166.0032171056761,none,,,0,119,SH688202,美迪西,20240918 -40,7198,True,0.0,0.0,-0.1225383689919872,-0.05269083511079584,0.4291578856413936,2,2,208.46394652172324,none,,,0,119,SH688202,美迪西,20240919 -40,7199,True,0.0,0.0,-0.11841168465982153,-0.05269083511079618,0.44674528446516654,2,2,215.0908011420422,none,,,0,119,SH688202,美迪西,20240920 -40,7202,True,0.0,0.0,-0.12305921688913053,-0.05269083511079609,0.42110740554003934,2,2,205.56490295235704,none,,,0,119,SH688202,美迪西,20240923 -40,7343,True,0.0,0.0,-0.012138989592082552,0.040273373590757895,0.7300657537924373,3,2,440.84810160951724,none,,,0,119,SH688202,美迪西,20250211 -40,7344,True,0.0,0.0,-0.0121389895920833,0.040273373590757854,0.7294520550059215,3,2,439.84810160951156,none,,,0,119,SH688202,美迪西,20250212 -40,7345,True,0.0,0.0,-0.10285635643844072,0.04027337359075784,0.34931522370707246,3,2,182.88425415139594,none,,,0,119,SH688202,美迪西,20250213 -40,7346,True,0.0,0.0,-0.09464435231610849,0.04027337359075794,0.37658959427174593,3,2,190.88548876720606,none,,,0,119,SH688202,美迪西,20250214 -40,7349,True,0.0,0.0,-0.0946443523161085,0.04027337359075798,0.3733065081877287,3,2,189.88548876720577,none,,,0,119,SH688202,美迪西,20250217 -40,7350,True,0.0,0.0,-0.09464435231610836,0.04027337359075807,0.36998865939001396,3,2,188.88548876720608,none,,,0,119,SH688202,美迪西,20250218 -40,7351,True,0.0,0.0,-0.09464435231610875,0.04027337359075795,0.36663549281635277,3,2,187.8854887672058,none,,,0,119,SH688202,美迪西,20250219 -40,7352,True,0.0,0.0,-0.09464435231610806,0.04027337359075779,0.3632464415242426,3,2,186.88548876720668,none,,,0,119,SH688202,美迪西,20250220 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-46,7356,True,0.26921673101637195,0.0,-0.03143232792317318,0.03469271235676781,0.2108536787233871,2,2,150.7958623028136,up,True,,0,119,SH688607,康众医疗,20250224 -46,7357,True,0.19739327435603626,0.0,-0.03143232792317356,0.03469271235676787,0.20558553373496494,2,2,149.79586230281313,up,False,,0,119,SH688607,康众医疗,20250225 -46,7358,True,0.2615030601290317,0.0,-0.03143232792317348,0.034692712356767824,0.20024657837713167,2,2,148.79586230281316,up,False,,0,119,SH688607,康众医疗,20250226 -46,7359,True,0.29771242908247575,0.0,-0.03143232792317357,0.03469271235676776,0.19483537532204087,2,2,147.7958623028133,up,False,,0,119,SH688607,康众医疗,20250227 -46,7421,True,0.0,0.0,0.016702203006287854,0.03147563670388232,0.7295022300159025,2,2,439.9296896495525,none,,,0,119,SH688607,康众医疗,20250430 -46,7427,True,0.0,0.0,0.016702203006287834,0.031475636703882336,0.7288859632734996,2,2,438.92968964955213,none,,,0,119,SH688607,康众医疗,20250506 -46,7428,True,0.0,0.0,0.016702203006287865,0.03147563670388221,0.7282668820759166,2,2,437.92968964955645,none,,,0,119,SH688607,康众医疗,20250507 -46,7429,True,0.0,0.0,0.016702203006287747,0.031475636703882225,0.7276449670988342,2,2,436.929689649552,none,,,0,119,SH688607,康众医疗,20250508 -46,7430,True,0.0,0.0,0.016702203006287792,0.03147563670388225,0.7270201988406314,2,2,435.92968964955236,none,,,0,119,SH688607,康众医疗,20250509 -46,7433,True,0.0,0.0,0.016702203006287858,0.031475636703882225,0.7263925576203265,2,2,434.9296896495557,none,,,0,119,SH688607,康众医疗,20250512 -46,7434,True,0.0,0.0,0.016702203006287764,0.03147563670388221,0.7257620235755107,2,2,433.9296896495528,none,,,0,119,SH688607,康众医疗,20250513 -46,7493,True,0.0,0.0,0.018066494095645716,0.04739676337466223,0.39927613223056035,2,2,198.09434314947623,none,,,0,119,SH688607,康众医疗,20250711 -46,7496,True,0.0,0.0,0.02006932495343318,0.04739676337466227,0.42955154313231025,2,2,208.60780420622817,none,,,0,119,SH688607,康众医疗,20250714 -47,7499,True,0.0,1.0,0.09381176181301948,0.167499152168591,0.16127278049291144,2,1,141.88164784962512,down,False,,0,119,SH688679,通源环境,20250717 -47,7500,True,0.0,1.0,0.0938117618130195,0.16749915216859082,0.1553193633352545,2,1,140.88164784962532,down,False,,0,119,SH688679,通源环境,20250718 -47,7503,True,0.0,1.0,0.09381176181301935,0.16749915216859093,0.14928082540229426,2,1,139.88164784962504,down,False,,0,119,SH688679,通源环境,20250721 -47,7504,True,0.0,1.0,0.09381176181301938,0.16749915216859068,0.14315532798942757,2,1,138.88164784962527,down,False,,0,119,SH688679,通源环境,20250722 -47,7505,True,0.0,1.0,0.09381176181301948,0.16749915216859082,0.13694097905050942,2,1,137.88164784962524,down,False,,0,119,SH688679,通源环境,20250723 -47,7506,True,0.0,1.0,0.09381176181301952,0.16749915216859074,0.1306358312494138,2,1,136.88164784962538,down,False,,0,119,SH688679,通源环境,20250724 -47,7507,True,0.0,1.0,0.09381176181301952,0.15897147436608378,0.19401141625180504,2,1,147.64477115370366,down,False,,0,119,SH688679,通源环境,20250725 -47,7510,True,0.0,1.0,0.09381176181301945,0.15252529907996026,0.2459017851085428,2,1,157.80437832905952,down,False,,0,119,SH688679,通源环境,20250728 -47,7511,True,0.0,1.0,0.09381176181301949,0.15020469702077693,0.26291300869197415,2,1,161.44634405882545,down,False,,0,119,SH688679,通源环境,20250729 -47,7528,True,0.0,0.0,0.06647290244035085,0.1038523411006411,0.38087561040285434,2,2,192.2069328869946,none,,,0,119,SH688679,通源环境,20250815 -47,7531,True,0.0,0.0,0.05767441625619101,0.10385234110064102,0.32649217566275945,2,2,176.6868857345509,none,,,0,119,SH688679,通源环境,20250818 -47,7532,True,1.6540373085833126e-15,0.0,0.06678239140099691,0.10385234110064101,0.4183835743753033,1,2,204.60219958916335,none,,,0,119,SH688679,通源环境,20250819 -47,7533,True,0.0,0.0,0.050655444828914174,0.10385234110064102,0.3301488120774332,1,2,177.65139802029606,none,,,0,119,SH688679,通源环境,20250820 -47,7534,True,0.0,0.0,0.050655444828914174,0.10385234110064097,0.3263568738565687,1,2,176.65139802029637,none,,,0,119,SH688679,通源环境,20250821 -47,7535,True,0.0,0.0,0.050655444828914195,0.10385234110064102,0.32252175991078685,1,2,175.651398020296,none,,,0,119,SH688679,通源环境,20250822 -47,7538,True,0.0,0.0,0.05065544482891412,0.10385234110064098,0.3186427286074674,1,2,174.65139802029586,none,,,0,119,SH688679,通源环境,20250825 -47,7539,True,0.0,0.10654825284698123,0.05065544482891416,0.1038523411006411,0.314719021230733,1,2,173.651398020296,down,False,,0,119,SH688679,通源环境,20250826 -47,7540,True,0.0,0.4893229489772938,0.05065544482891417,0.10385234110064101,0.3107498614867236,1,2,172.65139802029626,down,False,,0,119,SH688679,通源环境,20250827 -47,7541,True,0.0,0.4062130590062282,0.050655444828914306,0.10385234110064098,0.3067344549915686,1,2,171.65139802029645,down,False,,0,119,SH688679,通源环境,20250828 -47,7542,True,0.0,0.5053237588876958,0.0506554448289142,0.103852341100641,0.30267198874135826,1,2,170.65139802029609,down,False,,0,119,SH688679,通源环境,20250829 -47,7545,True,0.0,0.8330877452405432,0.05065544482891425,0.1038523411006411,0.2985616305633768,1,2,169.65139802029603,down,False,,0,119,SH688679,通源环境,20250901 -47,7546,True,0.0,0.8431356120719972,0.05065544482891422,0.10385234110064107,0.2944025285477957,1,2,168.65139802029577,down,False,,0,119,SH688679,通源环境,20250902 -47,7547,True,0.0,0.9496919582677287,0.050655444828914195,0.10385234110064098,0.290193810459048,1,2,167.65139802029626,down,False,,0,119,SH688679,通源环境,20250903 -47,7548,True,0.0,0.9764273801936616,0.05065544482891412,0.10385234110064098,0.2859345831259855,1,2,166.65139802029603,down,False,,0,119,SH688679,通源环境,20250904 -47,7549,True,0.0,1.0,0.05065544482891411,0.10385234110064098,0.2816239318099818,1,2,165.651398020296,down,False,,0,119,SH688679,通源环境,20250905 -47,7552,True,0.0,0.6821228157466441,0.050655444828914216,0.10385234110064101,0.2772609195499742,1,2,164.65139802029606,down,False,,0,119,SH688679,通源环境,20250908 -47,7553,True,0.0,0.8858026745269495,0.050655444828914285,0.10385234110064095,0.27284458648351184,2,1,163.65139802029634,down,False,,0,119,SH688679,通源环境,20250909 -47,7554,True,0.0,0.9936789252234248,0.05065544482891418,0.1038523411006409,0.2683739491427503,2,1,162.65139802029623,down,False,,0,119,SH688679,通源环境,20250910 -47,7555,True,0.0,1.0,0.05065544482891424,0.10385234110064095,0.2638479997243273,2,1,161.65139802029626,down,False,,0,119,SH688679,通源环境,20250911 -47,7556,True,0.0,1.0,0.050655444828914244,0.10283398368008066,0.27249212464743394,2,2,163.572112456281,down,False,,0,119,SH688679,通源环境,20250912 -47,7563,True,0.0,0.13509554776496344,0.05065544482891423,0.08217338685654685,0.5398048822757973,2,2,258.5859680313195,down,False,,0,119,SH688679,通源环境,20250919 -47,7566,True,0.0,0.0,0.050655444828914285,0.08217338685654679,0.5380183132276418,2,2,257.58596803132,none,,,0,119,SH688679,通源环境,20250922 -47,7567,True,0.0,0.0,0.050655444828914147,0.08217338685654682,0.5362178184838436,2,2,256.58596803131934,none,,,0,119,SH688679,通源环境,20250923 -47,7568,True,0.0,0.0,0.042460564053507295,0.08217338685654688,0.4329577989445945,2,2,209.86092354063163,none,,,0,119,SH688679,通源环境,20250924 -47,7569,True,0.0,0.0,0.048532903455930095,0.08217338685654688,0.5054135065082204,2,2,240.60503383313252,none,,,0,119,SH688679,通源环境,20250925 -47,7570,True,0.0,0.0,0.048164453531641026,0.0821733868565468,0.49864308879254304,2,3,237.35585835129504,none,,,0,119,SH688679,通源环境,20250926 -47,7573,True,0.0,0.0,0.04816445353164103,0.08217338685654683,0.49652189359685395,2,3,236.35585835129467,none,,,0,119,SH688679,通源环境,20250929 -47,7574,True,0.0,0.0,0.04816445353164112,0.06517021277050236,0.6984956391873467,2,3,394.6874920125727,none,,,0,119,SH688679,通源环境,20250930 -47,7583,True,0.0,0.0,0.048164453531641,0.06458275274366912,0.7062384014868196,2,3,405.09038826822916,none,,,0,119,SH688679,通源环境,20251009 -47,7584,True,0.0,0.0,0.04816445353164099,0.06263309117097439,0.7347127418893927,2,3,448.5703567051263,none,,,0,119,SH688679,通源环境,20251010 -47,7587,True,0.0,0.0,0.04974319055698826,0.06263309117097438,0.7615618587717193,2,3,499.08122663173,none,,,0,119,SH688679,通源环境,20251013 -49,7358,True,0.0,0.0,-0.015706520808286363,0.005849722244716279,0.26329869336806677,2,2,161.5308659408339,none,,,0,119,SZ000039,中集集团,20250226 -49,7359,True,0.0,0.0,-0.01570652080828634,0.00584972224471629,0.25870953662045926,2,2,160.5308659408343,none,,,0,119,SZ000039,中集集团,20250227 -49,7521,True,0.0,0.0,-0.016055172661502675,0.012913750561756619,0.1185652890738647,2,2,135.00716334958616,none,,,0,119,SZ000039,中集集团,20250808 -49,7524,True,0.0,0.0,-0.01605517266150273,0.012913750561756707,0.11198776971673281,2,2,134.00716334958605,none,,,0,119,SZ000039,中集集团,20250811 -49,7525,True,0.0,0.0,-0.016055172661502713,0.012913750561756721,0.10531134562106546,2,2,133.00716334958574,none,,,0,119,SZ000039,中集集团,20250812 -49,7526,True,0.0,0.0,-0.016055172661502685,0.012913750561756613,0.09853376907387978,2,2,132.00716334958602,none,,,0,119,SZ000039,中集集团,20250813 -49,7527,True,0.0,0.015309956328617511,-0.016055172661502658,0.012913750561756629,0.09165272373347669,2,2,131.00716334958608,down,False,,0,119,SZ000039,中集集团,20250814 -49,7528,True,0.0,0.0,-0.01605517266150267,0.01291375056175664,0.08466582199004023,2,2,130.00716334958614,none,,,0,119,SZ000039,中集集团,20250815 -49,7531,True,0.0,0.0,-0.016055172661502685,0.012913750561756672,0.07757060220344797,2,2,129.007163349586,none,,,0,119,SZ000039,中集集团,20250818 -49,7532,True,0.0,0.0,-0.016055172661502685,0.012913750561756638,0.07036452581163449,2,2,128.0071633495861,none,,,0,119,SZ000039,中集集团,20250819 -49,7533,True,0.0,0.0,-0.016055172661502692,0.012913750561756624,0.06304497430232602,3,2,127.00716334958594,none,,,0,119,SZ000039,中集集团,20250820 -49,7534,True,0.0,0.0,-0.01605517266150266,0.012913750561756617,0.05560924604060771,3,2,126.00716334958618,none,,,0,119,SZ000039,中集集团,20250821 -49,7535,True,0.0,0.0,-0.016055172661502665,0.01291375056175664,0.04805455294419495,3,2,125.00716334958638,none,,,0,119,SZ000039,中集集团,20250822 -49,7538,True,0.0,0.0,-0.016055172661502654,0.01291375056175668,0.040378016997861366,2,2,124.00716334958614,none,,,0,119,SZ000039,中集集团,20250825 -49,7539,True,0.04894065578658311,0.0,-0.016055172661502685,0.012913750561756636,0.032576666597845,2,2,123.0071633495861,up,True,,0,119,SZ000039,中集集团,20250826 -49,7540,True,0.0,0.02168447967429385,-0.016055172661502682,0.01291375056175665,0.024647432716466883,2,2,122.00716334958592,down,False,,0,119,SZ000039,中集集团,20250827 -49,7541,True,0.00798604441308467,0.0,-0.01605517266150269,0.012913750561756641,0.01658714487660054,2,2,121.00716334958607,none,,,0,119,SZ000039,中集集团,20250828 -49,7542,True,0.0,0.01900272257276629,-0.016055172661502734,0.012913750561756625,0.008392526924847333,2,2,120.00716334958592,down,True,,0,119,SZ000039,中集集团,20250829 -49,7545,True,0.0,0.09535898176347994,-0.01605517266150269,0.012913750561756619,6.019259164408852e-05,2,2,119.00716334958622,down,False,,0,119,SZ000039,中集集团,20250901 -49,7596,True,0.0,0.0,-0.0006762424653402688,0.0028846216525730333,0.6509238072175711,2,2,340.8997876694782,none,,,0,119,SZ000039,中集集团,20251022 -49,7597,True,0.0,0.0,-0.00067624246534034,0.0028846216525730286,0.6498968098334971,2,2,339.89978766947405,none,,,0,119,SZ000039,中集集团,20251023 -49,7598,True,0.0,0.0,-0.0006762424653402906,0.0028846216525730416,0.648863751676178,2,2,338.89978766947723,none,,,0,119,SZ000039,中集集团,20251024 -49,7601,True,0.0,0.0,-0.0006762424653403757,0.002884621652573008,0.6478245789357997,2,2,337.89978766947104,none,,,0,119,SZ000039,中集集团,20251027 -49,7602,True,0.0,0.0,-0.0006762424653403097,0.002884621652573029,0.6467792371637002,2,2,336.899787669477,none,,,0,119,SZ000039,中集集团,20251028 -49,7603,True,0.0,0.0,-0.0006762424653403311,0.002617126275488722,0.6649221609352027,2,2,355.1413615777424,none,,,0,119,SZ000039,中集集团,20251029 -49,7604,True,0.0,0.0,-0.000766168351907023,0.002515442725710097,0.662447751132147,2,2,352.5380156675742,none,,,0,119,SZ000039,中集集团,20251030 -49,7605,True,0.0,0.0,-0.0007661683519070372,0.002515442725710115,0.6614875356395841,3,2,351.538015667571,none,,,0,119,SZ000039,中集集团,20251031 -49,7608,True,0.0,0.0,-0.0007661683519070145,0.0025154427257101037,0.6605218416228741,3,2,350.53801566757403,none,,,0,119,SZ000039,中集集团,20251103 -49,7609,True,0.0,0.0,-0.0007661683519070101,0.0025154427257101275,0.6595506220611653,3,2,349.5380156675733,none,,,0,119,SZ000039,中集集团,20251104 -49,7610,True,0.0,0.0,-0.000766168351907014,0.002515442725710107,0.6585738293939831,3,2,348.53801566757414,none,,,0,119,SZ000039,中集集团,20251105 -49,7611,True,0.0,0.0,-0.0007661683519070311,0.0025154427257101353,0.6575914155134418,3,2,347.53801566757096,none,,,0,119,SZ000039,中集集团,20251106 -49,7612,True,0.0,0.0,-0.0007661683519070329,0.002515442725710078,0.6566033317563803,3,2,346.5380156675738,none,,,0,119,SZ000039,中集集团,20251107 -49,7615,True,0.0,0.0,-0.0008697786125165145,0.002515442725710128,0.6478891034808756,3,2,337.96170801983897,none,,,0,119,SZ000039,中集集团,20251110 -49,7616,True,0.0,0.0,-0.0008697786125164223,0.0025154427257100924,0.646844145290863,3,2,336.961708019848,none,,,0,119,SZ000039,中集集团,20251111 -49,7617,True,0.0,0.0,-0.0008697786125165114,0.0025154427257101574,0.6457929664026663,3,2,335.96170801983743,none,,,0,119,SZ000039,中集集团,20251112 -49,7618,True,0.0,0.0,-0.000869778612516494,0.002515442725710066,0.644735511102213,3,2,334.96170801984533,none,,,0,119,SZ000039,中集集团,20251113 -50,7199,True,0.0,0.0,-0.024119770736697504,-0.013333324480216083,0.35197660404181763,2,2,183.63534517769037,none,,,0,119,SZ000411,英特集团,20240920 -50,7202,True,0.0,0.0,-0.024119770736697563,-0.013333324480216076,0.3484284223066278,2,2,182.63534517768838,none,,,0,119,SZ000411,英特集团,20240923 -50,7203,True,0.11313813756856529,0.0,-0.024119770736697466,-0.013333324480216105,0.3448411712842282,2,2,181.63534517768946,up,True,,0,119,SZ000411,英特集团,20240924 -50,7204,True,0.29330019364792387,0.0,-0.02411977073669749,-0.01333332448021608,0.34121420211011044,2,2,180.63534517768989,up,True,,0,119,SZ000411,英特集团,20240925 -50,7205,True,0.4422336628864597,0.0,-0.024119770736697525,-0.013333324480216091,0.3375468514713014,2,2,179.63534517768946,up,True,,0,119,SZ000411,英特集团,20240926 -50,7421,True,0.0,0.0,-0.016239829508707643,-0.006858408003892348,0.5605741404755292,2,2,270.8079131455236,none,,,0,119,SZ000411,英特集团,20250430 -50,7427,True,0.0,0.0,-0.01623982950870761,-0.006858408003892313,0.5589454786086414,2,2,269.8079131455234,none,,,0,119,SZ000411,英特集团,20250506 -50,7428,True,0.0,0.0,-0.016239829508707674,-0.00685840800389225,0.5573046990786374,2,2,268.80791314552124,none,,,0,119,SZ000411,英特集团,20250507 -50,7429,True,0.0,0.0,-0.016239829508707625,-0.006858408003892364,0.5556516661427525,2,2,267.80791314552386,none,,,0,119,SZ000411,英特集团,20250508 -50,7430,True,0.0,0.0,-0.01623982950870768,-0.006858408003892336,0.5539862420231345,2,2,266.8079131455231,none,,,0,119,SZ000411,英特集团,20250509 -50,7433,True,0.02025291718002841,0.0,-0.0162398295087076,-0.006858408003892305,0.5523082868686057,2,2,265.80791314552266,up,False,,0,119,SZ000411,英特集团,20250512 -50,7434,True,0.02472351617052212,0.0,-0.016239829508707553,-0.006858408003892294,0.5506176587154951,2,2,264.80791314552533,up,False,,0,119,SZ000411,英特集团,20250513 -50,7435,True,0.011532433531397173,0.0,-0.016239829508707577,-0.006858408003892363,0.5489142134475874,2,2,263.80791314552573,up,False,,0,119,SZ000411,英特集团,20250514 -50,7436,True,0.04241327183703556,0.0,-0.016239829508707622,-0.006858408003892368,0.5471978047551918,2,2,262.8079131455234,up,False,,0,119,SZ000411,英特集团,20250515 -50,7437,True,0.1715120564361266,0.0,-0.016239829508707636,-0.006858408003892287,0.5454682840932495,2,2,261.8079131455225,up,True,,0,119,SZ000411,英特集团,20250516 -50,7440,True,0.169224293779178,0.0,-0.016239829508707594,-0.006858408003892326,0.543725500638467,2,2,260.8079131455239,up,False,,0,119,SZ000411,英特集团,20250519 -50,7514,True,0.0,0.0,0.006124028064437713,0.02225118482215436,0.2572820127076141,2,2,160.22232130639543,none,,,0,119,SZ000411,英特集团,20250801 -50,7517,True,0.0,0.0,0.006124028064437726,0.022251184822154393,0.2526173527453772,2,2,159.22232130639543,none,,,0,119,SZ000411,英特集团,20250804 -50,7518,True,0.0,0.0,0.0061240280644377235,0.022251184822154383,0.24789372942166485,2,2,158.22232130639526,none,,,0,119,SZ000411,英特集团,20250805 -50,7519,True,0.0,0.0,0.006528514524646942,0.02225118482215436,0.2594947741518703,2,2,160.7010941262496,none,,,0,119,SZ000411,英特集团,20250806 -50,7520,True,0.0,0.0,0.006528514524646958,0.022251184822154418,0.2548579541607523,2,2,159.70109412624973,none,,,0,119,SZ000411,英特集团,20250807 -50,7521,True,0.0,0.0,0.006528514524646927,0.022251184822154404,0.2501626995379546,2,2,158.70109412624961,none,,,0,119,SZ000411,英特集团,20250808 -50,7524,True,0.0,0.0,0.006528514524646918,0.02225118482215439,0.24540789866218135,2,2,157.70109412624973,none,,,0,119,SZ000411,英特集团,20250811 -50,7525,True,0.0,0.0,0.007077520830173288,0.022251184822154338,0.26415805317670904,2,2,161.71951125338234,none,,,0,119,SZ000411,英特集团,20250812 -50,7526,True,0.0,0.0,0.00707752083017332,0.022251184822154425,0.25957962992812494,2,2,160.71951125338202,none,,,0,119,SZ000411,英特集团,20250813 -50,7527,True,0.0,0.0,0.007077520830173323,0.02225118482215435,0.2549438758849206,2,2,159.71951125338245,none,,,0,119,SZ000411,英特集团,20250814 -50,7528,True,0.0,0.0,0.007077520830173365,0.022251184822154355,0.2502497074223859,2,2,158.71951125338322,none,,,0,119,SZ000411,英特集团,20250815 -50,7566,True,0.0,0.6676519179667509,0.027952456992167207,0.029965414955106174,0.672107510960789,2,2,362.92383625100035,down,False,,0,119,SZ000411,英特集团,20250922 -52,7206,True,0.0,0.0,-0.008104133196232191,-0.0016882926009905606,0.49309045940908697,2,3,234.7558893077446,none,,,0,119,SZ000593,德龙汇能,20240927 -52,7209,True,0.0,0.0,-0.004447569622711799,-0.001688292600990561,0.7799866403700552,1,3,540.876245879588,none,,,0,119,SZ000593,德龙汇能,20240930 -52,7421,True,0.0,0.0,-0.009585720188099424,-0.006510538979940105,0.7618170019300613,3,2,499.61584564930706,none,,,0,119,SZ000593,德龙汇能,20250430 -52,7427,True,0.0,0.0,-0.009585720188099433,-0.006510538979940097,0.7613393135450075,2,2,498.61584564930706,none,,,0,119,SZ000593,德龙汇能,20250506 -52,7428,True,0.006944421209964623,0.0,-0.009585720188099429,-0.006510538979940156,0.760859705251703,2,2,497.61584564931394,up,False,,0,119,SZ000593,德龙汇能,20250507 -52,7429,True,0.0873256309085344,0.0,-0.009585720188099407,-0.00651053897994011,0.76037816545219,2,2,496.6158456493109,up,False,,0,119,SZ000593,德龙汇能,20250508 -52,7430,True,0.11518861337869538,0.0,-0.00958572018809943,-0.006510538979940113,0.7598946824549218,2,2,495.61584564930865,up,False,,0,119,SZ000593,德龙汇能,20250509 -52,7433,True,0.1195086356887591,0.0,-0.009585720188099427,-0.006510538979940136,0.7594092444737969,2,2,494.61584564931223,up,False,,0,119,SZ000593,德龙汇能,20250512 -52,7434,True,0.2027579334632948,0.0,-0.009585720188099441,-0.006510538979940128,0.7589218396271996,2,2,493.61584564931036,up,True,,0,119,SZ000593,德龙汇能,20250513 -52,7435,True,0.1904717880220191,0.0,-0.0095857201880994,-0.006510538979940129,0.7584324559370468,2,2,492.6158456493148,up,False,,0,119,SZ000593,德龙汇能,20250514 -52,7436,True,0.1585845970260812,0.0,-0.009585720188099422,-0.00651053897994015,0.7579410813277844,2,2,491.615845649315,up,False,,0,119,SZ000593,德龙汇能,20250515 -52,7437,True,0.23048166482392468,0.0,-0.009585720188099407,-0.006510538979940112,0.7574477036254145,2,2,490.6158456493129,up,False,,0,119,SZ000593,德龙汇能,20250516 -52,7440,True,0.30266455084033095,0.0,-0.009585720188099413,-0.006510538979940117,0.7569523105564804,2,2,489.615845649311,up,False,,0,119,SZ000593,德龙汇能,20250519 -52,7441,True,0.34416358231806826,0.0,-0.009585720188099396,-0.006510538979940106,0.7564548897470506,2,2,488.6158456493126,up,False,,0,119,SZ000593,德龙汇能,20250520 -52,7442,True,0.3041619567836324,0.0,-0.009585720188099434,-0.006510538979940136,0.7559554287216831,2,2,487.6158456493103,up,False,,0,119,SZ000593,德龙汇能,20250521 -52,7443,True,0.26717589955793736,0.0,-0.009585720188099407,-0.006510538979940126,0.755453914902395,2,2,486.61584564931337,up,False,,0,119,SZ000593,德龙汇能,20250522 -54,7206,True,0.0,0.0,-0.0313599378849336,-0.00982264392850467,0.44796565170220004,1,3,215.56629649393543,none,,,0,119,SZ000722,湖南发展,20240927 -54,7209,True,0.0,0.0,-0.023104856835527616,-0.00982264392850471,0.6372325076009594,1,3,328.0338026239165,none,,,0,119,SZ000722,湖南发展,20240930 -54,7288,True,0.0,0.0,0.024920741622676996,0.031141112329039232,0.7506615441621101,1,2,477.26292199936125,none,,,0,119,SZ000722,湖南发展,20241218 -54,7289,True,0.0,0.0,0.024920741622676924,0.03205140992330276,0.7172222117801699,1,2,420.8251318080536,none,,,0,119,SZ000722,湖南发展,20241219 -54,7290,True,0.0,0.0,0.02492074162267693,0.03205140992330285,0.7165486508930378,1,2,419.8251318080494,none,,,0,119,SZ000722,湖南发展,20241220 -54,7293,True,0.0,0.30178329610681787,0.02492074162267691,0.03394162599899712,0.6494297615296506,1,2,339.4469551072992,down,False,,0,119,SZ000722,湖南发展,20241223 -54,7301,True,0.0,1.0,0.021987742327514086,0.04916526927326229,0.14258799506575695,1,2,138.7897525520725,down,False,,0,119,SZ000722,湖南发展,20241231 -54,7374,True,0.0,0.0,-0.014168019395828945,0.006769983512831078,0.414492511465597,1,1,203.24249019918017,none,,,0,119,SZ000722,湖南发展,20250314 -54,7377,True,0.0,0.0,-0.014168019395828988,0.005872368578940803,0.4271072651339159,1,1,207.71776766870113,none,,,0,119,SZ000722,湖南发展,20250317 -54,7378,True,0.17269298662995783,0.0,-0.014168019395829064,0.005679105643066901,0.4277785052802287,1,1,207.96142944311578,up,True,,0,119,SZ000722,湖南发展,20250318 -54,7379,True,0.41328579079369904,0.0,-0.019190886786326425,0.004921245655473631,0.3207490892154887,2,1,175.19299291414882,up,False,,0,119,SZ000722,湖南发展,20250319 -54,7380,True,1.0,0.0,-0.028369416274918943,0.0049212456554736436,0.12203393823058623,2,1,135.54054670424583,up,False,,0,119,SZ000722,湖南发展,20250320 -54,7381,True,0.0,0.0,-0.009487003552599668,0.0032786326451493862,0.5928393054813793,1,1,292.2678971767934,none,,,0,119,SZ000722,湖南发展,20250321 -54,7384,True,0.0,0.0,-0.009487003552599679,0.002291867595706318,0.6153666627304373,1,1,309.3855588409419,none,,,0,119,SZ000722,湖南发展,20250324 -54,7385,True,0.0,0.0,-0.009487003552599661,0.002291867595706277,0.6141194145171452,1,1,308.3855588409418,none,,,0,119,SZ000722,湖南发展,20250325 -54,7386,True,0.0,0.0,-0.009487003552599614,0.0013663352143161182,0.6365003588156508,1,1,327.3730879410939,none,,,0,119,SZ000722,湖南发展,20250326 -54,7588,True,0.0,0.0,-0.03509586133015165,0.008281070030934519,0.1900977420229831,3,3,146.93131032532193,none,,,0,119,SZ000722,湖南发展,20251014 -54,7589,True,0.0,0.0,-0.03509586133015169,0.008281070030934545,0.18454785518806296,3,3,145.93131032532173,none,,,0,119,SZ000722,湖南发展,20251015 -54,7590,True,0.0,0.0,-0.035095861330151655,0.00828107003093449,0.17892138190922752,3,3,144.93131032532162,none,,,0,119,SZ000722,湖南发展,20251016 -54,7591,True,0.0,0.0,-0.03509586133015167,0.008281070030934493,0.1732167258741052,3,3,143.93131032532207,none,,,0,119,SZ000722,湖南发展,20251017 -54,7594,True,0.0,0.0,-0.0350958613301517,0.00864116124668551,0.16604245994344086,3,3,142.69311599716386,none,,,0,119,SZ000722,湖南发展,20251020 -54,7595,True,0.06193670298412897,0.0,-0.035095861330151655,0.008641161246685526,0.16015679969673566,3,3,141.69311599716414,up,True,,0,119,SZ000722,湖南发展,20251021 -54,7596,True,0.0,0.0,-0.03509586133015169,0.008641161246685486,0.1541874728085584,3,3,140.69311599716406,none,,,0,119,SZ000722,湖南发展,20251022 -54,7597,True,0.0,0.0,-0.035095861330151794,0.008641161246685508,0.14813268248368036,3,3,139.69311599716383,none,,,0,119,SZ000722,湖南发展,20251023 -54,7598,True,0.0,0.0,-0.03509586133015177,0.008641161246685486,0.1419905801061293,3,3,138.69311599716397,none,,,0,119,SZ000722,湖南发展,20251024 -54,7601,True,0.058044028464826605,0.0,-0.03509586133015175,0.008641161246685496,0.13575926335742858,2,3,137.69311599716391,up,True,,0,119,SZ000722,湖南发展,20251027 -54,7602,True,0.057072544000339794,0.0,-0.03509586133015173,0.008641161246685484,0.12943677425226777,2,3,136.69311599716397,up,False,,0,119,SZ000722,湖南发展,20251028 -54,7603,True,0.02634157496746705,0.0,-0.03509586133015165,0.008641161246685486,0.12302109708728996,2,3,135.693115997164,up,False,,0,119,SZ000722,湖南发展,20251029 -54,7604,True,0.0,0.0,-0.03509586133015176,0.008641161246685472,0.11651015629851695,2,3,134.6931159971638,none,,,0,119,SZ000722,湖南发展,20251030 -54,7605,True,0.04387617337289227,0.0,-0.03509586133015178,0.008641161246685467,0.1099018142226224,2,3,133.69311599716377,up,False,,0,119,SZ000722,湖南发展,20251031 -54,7608,True,0.22556974118141432,0.0,-0.03509586133015179,0.008641161246685505,0.10319386875696365,2,4,132.69311599716386,up,False,,0,119,SZ000722,湖南发展,20251103 -54,7609,True,0.49809488203137203,0.0,-0.03509586133015172,0.008641161246685526,0.096384050913012,2,4,131.6931159971638,up,True,,0,119,SZ000722,湖南发展,20251104 -54,7610,True,0.8963714763636192,0.0,-0.03509586133015176,0.008641161246685477,0.08947002225746753,2,4,130.69311599716406,up,True,,0,119,SZ000722,湖南发展,20251105 -54,7611,True,0.7583432776158375,0.0,-0.03509586133015174,0.0051848864474050935,0.09954301027463287,2,4,132.1551182986476,up,True,,0,119,SZ000722,湖南发展,20251106 -54,7612,True,0.0,0.0,-0.02069250769095119,0.0036821348382749786,0.4268455360757492,2,4,207.6229140487463,none,,,0,119,SZ000722,湖南发展,20251107 -54,7615,True,0.0,0.0,-0.02069250769095121,0.0036821348382749816,0.4240716207693898,2,4,206.62291404874614,none,,,0,119,SZ000722,湖南发展,20251110 -54,7616,True,0.0,0.0,-0.02069250769095119,0.0009667636400317084,0.4569070388483427,2,4,219.1153421463136,none,,,0,119,SZ000722,湖南发展,20251111 -54,7617,True,0.0,0.0,-0.0206925076909512,0.0009459665889702186,0.4547081202936343,2,4,218.2317478559928,none,,,0,119,SZ000722,湖南发展,20251112 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-57,7258,True,0.0,0.0,0.00850357709412716,0.014976973109286038,0.530911768570786,1,3,253.68361861782748,none,,,0,119,SZ000931,中关村,20241118 -57,7259,True,0.0,0.0,0.009013399463594128,0.014976973109286017,0.55016186411076,1,3,264.53959881538475,none,,,0,119,SZ000931,中关村,20241119 -57,7260,True,0.0,0.0,0.00944604634008205,0.014976973109286003,0.5677682853223128,1,3,275.3152902922399,none,,,0,119,SZ000931,中关村,20241120 -57,7261,True,0.0,0.0,0.010099728711291795,0.014976973109286008,0.5980679152838079,1,3,296.0699195836207,none,,,0,119,SZ000931,中关村,20241121 -57,7301,True,0.0,1.0,0.011664416768169308,0.02016522348018518,0.25786809576321046,2,3,160.3488535132848,down,False,,0,119,SZ000931,中关村,20241231 -57,7303,True,0.0,1.0,0.011664416768169285,0.02016522348018517,0.25321081779807925,2,3,159.34885351328523,down,False,,0,119,SZ000931,中关村,20250102 -57,7386,True,0.37878898644669046,0.0,-0.017546760015859066,0.002353070665192386,0.1511219706895025,2,1,140.18503941803974,up,True,,0,119,SZ000931,中关村,20250326 -57,7387,True,0.4582780854909291,0.0,-0.017546760015859024,0.001007514229712139,0.17393981519198182,2,1,144.05730016833624,up,False,,0,119,SZ000931,中关村,20250327 -57,7388,True,0.27764667409172133,0.0,-0.01754676001585906,0.0009671550429663678,0.16907785733829114,2,1,143.21438061429564,up,False,,0,119,SZ000931,中关村,20250328 -57,7391,True,0.18901030507339303,0.0,-0.017546760015859045,-0.0012786456302425185,0.21804936715966794,2,1,152.18352029174562,up,False,,0,119,SZ000931,中关村,20250331 -57,7392,True,0.5147443401104969,0.0,-0.01754676001585907,-0.004193649072686047,0.2963755131387824,2,1,169.12430170081825,up,True,,0,119,SZ000931,中关村,20250401 -57,7393,True,0.41404740728699124,0.0,-0.017546760015859083,-0.00458079359414599,0.30455664634044494,2,1,171.11386480839795,up,False,,0,119,SZ000931,中关村,20250402 -57,7394,True,0.456746700529575,0.0,-0.017546760015859,-0.004580793594146015,0.3004685412677505,2,1,170.113864808399,up,False,,0,119,SZ000931,中关村,20250403 -57,7398,True,0.0,0.0,-0.017546760015859083,-0.00458079359414599,0.2963320888277021,2,1,169.11386480839826,none,,,0,119,SZ000931,中关村,20250407 -57,7399,True,0.0,0.0,-0.01754676001585905,-0.005112896914226604,0.23612031075341147,2,2,155.78369431103638,none,,,0,119,SZ000931,中关村,20250408 -57,7400,True,0.0,0.0,-0.017546760015859055,-0.006462203242426025,0.33385146665773685,2,2,178.6388381025805,none,,,0,119,SZ000931,中关村,20250409 -57,7401,True,0.0,0.0,-0.01754676001585899,-0.0064622032424260225,0.3301014503861987,2,2,177.63883810258113,none,,,0,119,SZ000931,中关村,20250410 -57,7402,True,0.0,0.0,-0.017546760015859045,-0.00646220324242601,0.32630897441200074,3,2,176.6388381025805,none,,,0,119,SZ000931,中关村,20250411 -57,7405,True,0.08585558773305747,0.0,-0.017546760015858986,-0.0064622032424260095,0.3224733135020019,3,2,175.63883810258096,up,False,,0,119,SZ000931,中关村,20250414 -57,7406,True,0.1784201384910818,0.0,-0.017546760015859014,-0.00646220324242602,0.3185937258120059,3,2,174.63883810258102,up,False,,0,119,SZ000931,中关村,20250415 -57,7407,True,1.0,0.0,-0.017546760015859048,-0.005257654163693241,0.29079358418391915,3,1,167.79318030148846,up,True,,0,119,SZ000931,中关村,20250416 -57,7520,True,0.0,0.03764236574702516,0.008706357047331203,0.02035845321158699,0.2155516824930406,2,2,151.69896772574086,down,False,,0,119,SZ000931,中关村,20250807 -57,7521,True,0.0,0.08743619908007201,0.008706357047331232,0.02035845321158698,0.210346283084237,2,2,150.698967725741,down,False,,0,119,SZ000931,中关村,20250808 -57,7524,True,0.0,0.0,0.008706357047331194,0.020358453211586976,0.205071338781598,3,2,149.69896772574083,none,,,0,119,SZ000931,中关村,20250811 -57,7525,True,0.0,0.11311347641848128,0.00870635704733121,0.020358453211586986,0.19972544651767563,3,2,148.69896772574103,down,False,,0,119,SZ000931,中关村,20250812 -57,7526,True,0.0,0.13810568421137626,0.008706357047331212,0.020358453211586986,0.19430716522698663,3,2,147.6989677257409,down,False,,0,119,SZ000931,中关村,20250813 -57,7527,True,0.0,0.3093423224339535,0.008706357047331217,0.020358453211586993,0.1888150145509221,3,2,146.69896772574103,down,False,,0,119,SZ000931,中关村,20250814 -57,7528,True,0.0,0.297427134988408,0.008706357047331189,0.02035845321158701,0.1832474734892976,3,2,145.69896772574072,down,False,,0,119,SZ000931,中关村,20250815 -57,7531,True,0.0,0.3571599624411537,0.008706357047331194,0.020358453211586986,0.1776029789960248,3,2,144.69896772574123,down,False,,0,119,SZ000931,中关村,20250818 -57,7532,True,0.0,0.27373775882121115,0.008706357047331198,0.020358453211586976,0.17187992451609327,3,2,143.69896772574083,down,False,,0,119,SZ000931,中关村,20250819 -57,7533,True,0.0,0.3765878537415934,0.00870635704733119,0.020358453211586993,0.1660766584611112,3,2,142.69896772574106,down,False,,0,119,SZ000931,中关村,20250820 -57,7534,True,0.0,0.34703764613168936,0.008706357047331206,0.02035845321158699,0.1601914826202202,2,2,141.69896772574117,down,False,,0,119,SZ000931,中关村,20250821 -57,7535,True,0.0,0.4540090983198852,0.008706357047331182,0.02035845321158701,0.15422265050329004,2,2,140.69896772574066,down,True,,0,119,SZ000931,中关村,20250822 -57,7538,True,0.0,0.3455562473210449,0.008706357047331246,0.020358453211586976,0.14816836561296443,2,2,139.69896772574137,down,True,,0,119,SZ000931,中关村,20250825 -57,7539,True,0.0,0.3012017242398139,0.008706357047331201,0.020358453211587007,0.14202677964188545,2,2,138.69896772574077,down,False,,0,119,SZ000931,中关村,20250826 -57,7540,True,0.0,0.522834621755651,0.008706357047331208,0.02035845321158701,0.13579599059147734,2,2,137.6989677257408,down,True,,0,119,SZ000931,中关村,20250827 -57,7541,True,0.0,0.6614431835027358,0.008706357047331177,0.02035845321158697,0.12947404080805172,2,2,136.69896772574114,down,True,,0,119,SZ000931,中关村,20250828 -57,7542,True,0.0,0.7753372053045434,0.008706357047331215,0.020358453211587003,0.12305891493213968,2,2,135.69896772574117,down,False,,0,119,SZ000931,中关村,20250829 -57,7545,True,0.0,0.657185385577293,0.014683958136686834,0.020358453211587007,0.3491540629910807,2,2,182.83896884550916,down,False,,0,119,SZ000931,中关村,20250901 -57,7546,True,0.0,0.736144813953996,0.01516496503146571,0.020358453211586997,0.37542670930152316,2,2,190.5300815328161,down,False,,0,119,SZ000931,中关村,20250902 -57,7547,True,0.0,0.8437757568699411,0.015164965031465747,0.02035845321158698,0.37213133114494645,2,2,189.53008153281758,down,False,,0,119,SZ000931,中关村,20250903 -57,7548,True,0.0,0.8168839786458453,0.015164965031465753,0.02035845321158696,0.36880099434272606,2,2,188.53008153281883,down,False,,0,119,SZ000931,中关村,20250904 -57,7549,True,0.0,0.7942102772613981,0.013492867187955086,0.020358453211586965,0.26795860691998796,2,2,162.55911363060494,down,False,,0,119,SZ000931,中关村,20250905 -57,7552,True,0.0,0.6872355190553263,0.013492867187955164,0.02035845321158698,0.26342750139069315,2,2,161.55911363060542,down,False,,0,119,SZ000931,中关村,20250908 -57,7601,True,0.0,0.0,-0.0057469552810096485,0.003960913925166634,0.3173945274306953,2,2,174.33203333704296,none,,,0,119,SZ000931,中关村,20251027 -57,7602,True,0.0,0.0,-0.005746955281009554,0.001808907859401347,0.38728623206233426,2,2,194.2179305037364,none,,,0,119,SZ000931,中关村,20251028 -57,7603,True,0.0,0.0,-0.005746955281009807,0.0012422343670738423,0.40753865375304077,2,2,200.85698544525226,none,,,0,119,SZ000931,中关村,20251029 -57,7604,True,0.0,0.0,-0.007393013732166608,0.00025195981968690446,0.3433227134174484,2,2,181.21534341364855,none,,,0,119,SZ000931,中关村,20251030 -57,7605,True,0.0,0.0,-0.007393013732166648,0.00025195981968689535,0.3396788655954821,2,2,180.21534341364844,none,,,0,119,SZ000931,中关村,20251031 -57,7608,True,0.0,0.0,-0.007393013732166418,4.2738596531014774e-05,0.3445576996281215,2,2,181.5567898691967,none,,,0,119,SZ000931,中关村,20251103 -57,7609,True,0.0,0.0,-0.007393013732166508,3.945458815581967e-05,0.34106554275209144,2,2,180.59459281733854,none,,,0,119,SZ000931,中关村,20251104 -57,7610,True,0.0,0.0,-0.007393013732166722,-6.33460686418288e-05,0.34179625210623216,2,2,180.79508112920428,none,,,0,119,SZ000931,中关村,20251105 -57,7611,True,0.0,0.0,-0.0047291191541092145,-6.33460686418235e-05,0.5344536017185332,2,2,255.61361969350554,none,,,0,119,SZ000931,中关村,20251106 -57,7612,True,0.0,0.0,-0.004729119154109245,-0.00024240965961987802,0.544242023043903,2,2,261.10349355764157,none,,,0,119,SZ000931,中关村,20251107 -57,7615,True,0.0,0.0,-0.0047291191541091755,-0.00024240965961988773,0.5424898052219855,2,2,260.1034935576449,none,,,0,119,SZ000931,中关村,20251110 -57,7616,True,0.0,0.0,-0.0047291191541092275,-0.00024240965961991247,0.5407240621650446,2,2,259.103493557643,none,,,0,119,SZ000931,中关村,20251111 -57,7617,True,0.0,0.0,-0.004729119154109247,-0.00024240965961987192,0.5389446366659704,2,2,258.10349355763987,none,,,0,119,SZ000931,中关村,20251112 -57,7618,True,0.0,0.0,-0.0047291191541091885,-0.00024240965961989073,0.5371513690718488,2,2,257.10349355764316,none,,,0,119,SZ000931,中关村,20251113 -57,7619,True,0.10262188399697936,0.0,-0.00472911915410924,-0.00024240965961989442,0.5353440972361558,2,2,256.10349355764095,up,True,,0,119,SZ000931,中关村,20251114 -57,7622,True,0.03186966008241617,0.0,-0.004729119154109228,-0.00024240965961991112,0.5335226564699672,2,2,255.10349355764305,up,False,,0,119,SZ000931,中关村,20251117 -57,7623,True,0.0,0.0,-0.00472911915410921,-0.0002424096596198973,0.5316868794918609,2,2,254.1034935576436,none,,,0,119,SZ000931,中关村,20251118 -57,7624,True,0.0,0.0,-0.004729119154109212,-0.00024240965961986723,0.5298365963767362,2,2,253.10349355764205,none,,,0,119,SZ000931,中关村,20251119 -57,7625,True,0.0,0.0,-0.004729119154109189,-0.00024240965961987707,0.5279716345033871,2,3,252.10349355764257,none,,,0,119,SZ000931,中关村,20251120 -57,7626,True,0.0,0.0,-0.004729119154109219,-0.00024240965961987217,0.5260918185007921,2,3,251.10349355764154,none,,,0,119,SZ000931,中关村,20251121 -57,7629,True,0.0,0.0,-0.0047291191541092145,-0.00024240965961988008,0.5241969701931682,2,2,250.1034935576433,none,,,0,119,SZ000931,中关村,20251124 -57,7630,True,0.0,0.0,-0.00472911915410918,-0.00024240965961990992,0.5222869085436485,2,2,249.10349355764518,none,,,0,119,SZ000931,中关村,20251125 -57,7631,True,0.0,0.0,-0.0047291191541092665,-0.00024240965961988623,0.5203614495966239,2,2,248.10349355764055,none,,,0,119,SZ000931,中关村,20251126 -57,7632,True,0.05037153725839293,0.0,-0.008447143117278916,-0.00024240965961990534,0.2046946322597117,2,2,149.62806090208628,up,False,,0,119,SZ000931,中关村,20251127 -57,7633,True,0.0,0.0,-0.003178647644095089,-0.00024240965961992174,0.669157932555086,2,2,359.68823710670864,none,,,0,119,SZ000931,中关村,20251128 -57,7636,True,0.0,0.0,-0.0031786476440950804,-0.0002424096596198972,0.6682355659056695,2,2,358.6882371067074,none,,,0,119,SZ000931,中关村,20251201 -57,7637,True,0.0,0.0,-0.0031786476440950596,-0.00024240965961987678,0.6673080418786623,2,2,357.68823710670756,none,,,0,119,SZ000931,中关村,20251202 -57,7638,True,0.0,0.0,-0.0031786476440950825,-0.00024240965961990017,0.6663753170968749,2,2,356.6882371067071,none,,,0,119,SZ000931,中关村,20251203 -57,7639,True,0.0,0.0,-0.0031786476440950917,-0.00024240965961990244,0.6654373476953074,2,2,355.6882371067067,none,,,0,119,SZ000931,中关村,20251204 -57,7640,True,0.0,0.0,-0.003178647644095068,-0.00024240965961991605,0.6644940893142782,3,2,354.6882371067098,none,,,0,119,SZ000931,中关村,20251205 -57,7643,True,0.0,0.0,-0.003178647644095078,-0.00024240965961990843,0.6635454970924077,3,2,353.6882371067081,none,,,0,119,SZ000931,中关村,20251208 -57,7644,True,0.0,0.0,-0.003178647644095064,-0.00024240965961990662,0.6625915256595438,3,2,352.68823710670966,none,,,0,119,SZ000931,中关村,20251209 -57,7645,True,0.0,0.0,-0.003178647644095052,-0.00024240965961990074,0.6616321291294929,3,2,351.6882371067111,none,,,0,119,SZ000931,中关村,20251210 -57,7646,True,0.0,1.5206230094612146e-15,-0.0031786476440950747,-0.00016431137538736805,0.651668082109077,3,2,341.62818245459664,none,,,0,119,SZ000931,中关村,20251211 -57,7647,True,0.0,0.0,-0.0031786476440950687,-0.0007468777275020264,0.7181635455897283,3,2,422.2306878256798,none,,,0,119,SZ000931,中关村,20251212 -57,7650,True,0.0,0.0,-0.0031786476440950496,-0.0011964845019734136,0.7641975665829126,3,2,504.65976230835855,none,,,0,119,SZ000931,中关村,20251215 -58,7191,True,0.0,0.0,-0.03810767664387932,-0.02522329401434387,0.3178641826714752,2,3,174.45206215097224,none,,,0,119,SZ000998,隆平高科,20240912 -58,7192,True,0.0,0.0,-0.03776515707074733,-0.024210942752343582,0.3011250106573319,2,3,170.27365668347383,none,,,0,119,SZ000998,隆平高科,20240913 -58,7197,True,0.0,0.0,-0.03201263148066045,-0.019708637728188944,0.3451456426766453,2,2,181.71979566021287,none,,,0,119,SZ000998,隆平高科,20240918 -58,7198,True,0.0,0.0,-0.030256583217019822,-0.019708637728188916,0.3928247268909175,2,2,195.98953592206155,none,,,0,119,SZ000998,隆平高科,20240919 -58,7199,True,0.0,0.0,-0.031218070099814824,-0.019708637728188882,0.3603929513572105,2,2,186.0517332517072,none,,,0,119,SZ000998,隆平高科,20240920 -58,7202,True,0.0,0.0,-0.031218070099814785,-0.0197086377281889,0.3569365824953608,2,2,185.05173325170753,none,,,0,119,SZ000998,隆平高科,20240923 -58,7203,True,0.21884561028966965,0.0,-0.03121807009981481,-0.020969414657897877,0.388607689157855,2,2,194.63771115486676,up,True,,0,119,SZ000998,隆平高科,20240924 -58,7204,True,0.3751217209677724,0.0,-0.031218070099814827,-0.021261153041142976,0.39430710679700365,2,2,196.4692030159209,up,True,,0,119,SZ000998,隆平高科,20240925 -58,7205,True,0.7544322204507367,0.0,-0.030286822800579122,-0.021261153041142976,0.42503836800738276,2,2,206.97033224214866,up,True,,0,119,SZ000998,隆平高科,20240926 -58,7301,True,0.0,0.4872974863639073,-0.010860798074640058,0.03280782143831503,0.010115403899045337,2,3,120.21603373638482,down,True,,0,119,SZ000998,隆平高科,20241231 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-69,7323,True,0.0,0.0,-0.012649206690426936,0.005951233197821976,0.22095432269572102,2,1,152.75099197235014,none,,,0,119,SZ002443,金洲管道,20250122 -69,7324,True,0.0,0.0,-0.01264920669042692,0.005951233197821963,0.21582061208744868,2,1,151.7509919723501,none,,,0,119,SZ002443,金洲管道,20250123 -69,7325,True,0.0,0.0,-0.012649206690426929,0.005951233197821987,0.21061879299721967,2,1,150.75099197234985,none,,,0,119,SZ002443,金洲管道,20250124 -69,7328,True,0.0,0.0,-0.012649206690426937,0.005951233197821969,0.20534750099036383,2,2,149.75099197235016,none,,,0,119,SZ002443,金洲管道,20250127 -69,7337,True,0.0,0.0,-0.01264920669042698,0.005951233197821992,0.20000533494176528,2,2,148.75099197234962,none,,,0,119,SZ002443,金洲管道,20250205 -69,7338,True,0.0,0.0,-0.012649206690426964,0.0059512331978219665,0.19459085579425783,2,1,147.75099197235016,none,,,0,119,SZ002443,金洲管道,20250206 -69,7339,True,0.0,0.0,-0.012649206690426979,0.005951233197821982,0.18910258526619467,2,1,146.75099197235,none,,,0,119,SZ002443,金洲管道,20250207 -69,7342,True,0.0,0.0,-0.012649206690426967,0.005951233197821972,0.1835390045058799,2,1,145.75099197234954,none,,,0,119,SZ002443,金洲管道,20250210 -69,7343,True,0.0,0.0,-0.012649206690426922,0.005951233197821991,0.1778985526901891,2,1,144.7509919723503,none,,,0,119,SZ002443,金洲管道,20250211 -69,7344,True,0.0,0.0,-0.01264920669042699,0.005951233197821969,0.1721796255646746,2,1,143.75099197234977,none,,,0,119,SZ002443,金洲管道,20250212 -69,7345,True,0.0,0.0,-0.012649206690426927,0.005951233197821981,0.16638057392239194,2,1,142.7509919723504,none,,,0,119,SZ002443,金洲管道,20250213 -69,7346,True,0.0,0.0,-0.012649206690426934,0.00595123319782198,0.16049970201822517,2,1,141.75099197234996,none,,,0,119,SZ002443,金洲管道,20250214 -69,7349,True,0.0,0.0,-0.01264920669042696,0.005951233197821983,0.15453526591572836,2,1,140.75099197234962,none,,,0,119,SZ002443,金洲管道,20250217 -69,7350,True,0.0,0.0,-0.012649206690426972,0.005951233197821993,0.14848547176291643,2,1,139.75099197234994,none,,,0,119,SZ002443,金洲管道,20250218 -69,7351,True,0.0,0.0,-0.012649206690426962,0.005951233197821994,0.1423484739935095,2,1,138.75099197234965,none,,,0,119,SZ002443,金洲管道,20250219 -69,7352,True,0.0,0.0,-0.012649206690426901,0.005951233197821982,0.13612237344986763,2,1,137.75099197234996,none,,,0,119,SZ002443,金洲管道,20250220 -69,7353,True,0.0,0.0,-0.012649206690427,0.005951233197821977,0.1298052154235122,2,1,136.75099197234988,none,,,0,119,SZ002443,金洲管道,20250221 -69,7356,True,0.0,0.0,-0.012649206690426906,0.005951233197821966,0.12339498760909255,2,1,135.75099197235014,none,,,0,119,SZ002443,金洲管道,20250224 -69,7357,True,0.0,0.0,-0.012649206690426944,0.005951233197821976,0.11688961796720634,2,1,134.75099197235008,none,,,0,119,SZ002443,金洲管道,20250225 -69,7358,True,0.08170980155429237,0.0,-0.012649206690426946,0.005951233197821976,0.11028697249138682,2,1,133.75099197235028,up,True,,0,119,SZ002443,金洲管道,20250226 -69,7359,True,0.04829272824372453,0.0,-0.012649206690426885,0.005806123037625884,0.10600740246109071,2,1,133.1107218645854,up,False,,0,119,SZ002443,金洲管道,20250227 -69,7360,True,0.02628001096444963,0.0,-0.012649206690427017,0.005806123037625875,0.09924040743660126,3,1,132.11072186458495,up,False,,0,119,SZ002443,金洲管道,20250228 -69,7363,True,0.0888286978381346,0.0,-0.01264920669042697,0.005806123037625868,0.09237018675782678,3,1,131.11072186458523,up,False,,0,119,SZ002443,金洲管道,20250303 -69,7364,True,0.2538823198479291,0.0,-0.01264920669042696,0.006453306585206861,0.07427945687511686,3,1,128.54851378613773,up,False,,0,119,SZ002443,金洲管道,20250304 -69,7365,True,0.20519600692658443,0.0,-0.012649206690426972,0.006453306585206856,0.06702166518750025,3,1,127.54851378613779,up,False,,0,119,SZ002443,金洲管道,20250305 -69,7366,True,0.3173375695391116,0.0,-0.012649206690426984,0.006453306585206868,0.05964916979502945,3,1,126.54851378613799,up,True,,0,119,SZ002443,金洲管道,20250306 -69,7367,True,0.25426615033801464,0.0,-0.012649206690426944,0.006453306585206881,0.052159229835988495,3,1,125.54851378613792,up,True,,0,119,SZ002443,金洲管道,20250307 -69,7370,True,0.22006241914043395,0.0,-0.012649206690426944,0.006453306585206876,0.04454901642315362,3,1,124.54851378613802,up,True,,0,119,SZ002443,金洲管道,20250310 -69,7371,True,0.26620943870918207,0.0,-0.012977441935635733,0.006453306585206862,0.022576316605170694,3,1,121.74863574686887,up,True,,0,119,SZ002443,金洲管道,20250311 -69,7372,True,0.19490845997380146,0.0,-0.012977441935635738,0.0064533065852068775,0.014481619076296984,3,1,120.74863574686871,up,False,,0,119,SZ002443,金洲管道,20250312 -69,7380,True,0.0,0.0,-0.008442932781735473,0.00645330658520685,0.18845993129946303,2,1,146.63478069609857,none,,,0,119,SZ002443,金洲管道,20250320 -69,7381,True,0.0,0.0,-0.00818556713111775,0.006131352252878997,0.20544482974829367,2,1,149.76933566778266,none,,,0,119,SZ002443,金洲管道,20250321 -69,7384,True,0.0,0.0,-0.008021366164511618,0.005251366834404103,0.23587293506339096,2,1,155.7332614698998,none,,,0,119,SZ002443,金洲管道,20250324 -69,7385,True,0.0,0.0,-0.00761263267085341,0.004761304626896267,0.2699770377770708,2,1,163.0085711792455,none,,,0,119,SZ002443,金洲管道,20250325 -69,7386,True,0.0,0.0,-0.0073643548480893635,0.004284194484555574,0.29662471309264005,2,1,169.1842210198,none,,,0,119,SZ002443,金洲管道,20250326 -69,7387,True,0.0,0.0,-0.007364354848089343,0.0021824122711315034,0.37519878911527144,2,1,190.46057838379357,none,,,0,119,SZ002443,金洲管道,20250327 -69,7388,True,0.0,0.0,-0.007364354848089349,0.002051305179646157,0.3775489390557215,2,1,191.17968859989276,none,,,0,119,SZ002443,金洲管道,20250328 -69,7391,True,0.0,0.0,-0.007364354848089351,-0.00044872656613173496,0.4945477577358778,2,2,235.4327274659056,none,,,0,119,SZ002443,金洲管道,20250331 -69,7392,True,0.0,0.0,-0.0073643548480893245,-0.004064661416499024,0.7174736598138324,2,3,421.19966556600116,none,,,0,119,SZ002443,金洲管道,20250401 -69,7398,True,0.0,0.0,-0.006539536092860195,-0.0033899655119850867,0.6716114503518943,2,3,362.37560696777626,none,,,0,119,SZ002443,金洲管道,20250407 -69,7399,True,0.0,0.0,-0.0065395360928601895,-0.0016414654828261306,0.5664150599371067,2,3,274.4560269614958,none,,,0,119,SZ002443,金洲管道,20250408 -69,7682,True,0.0,0.0,0.008775287548382462,0.011723401112028884,0.7862365683774679,2,2,556.6901649021635,none,,,0,119,SZ002443,金洲管道,20260116 -70,7303,True,0.0,0.0,-0.03663920556110151,0.009899741608271699,0.07157038733670854,2,2,128.17342141709253,none,,,0,119,SZ002493,荣盛石化,20250102 -70,7304,True,0.0,0.0,-0.036639205561101396,0.009899741608271735,0.06426988694662908,2,2,127.17342141709258,none,,,0,119,SZ002493,荣盛石化,20250103 -70,7307,True,0.0,0.0,-0.03663920556110142,0.009899741608271779,0.05685366487272678,2,2,126.17342141709273,none,,,0,119,SZ002493,荣盛石化,20250106 -70,7308,True,0.0,0.0,-0.036639205561101555,0.009899741608271796,0.04931894764242237,2,2,125.17342141709241,none,,,0,119,SZ002493,荣盛石化,20250107 -70,7309,True,0.0,0.0,-0.03663920556110137,0.0076218845423530295,0.07211035948964353,2,2,128.24801011308608,none,,,0,119,SZ002493,荣盛石化,20250108 -70,7310,True,0.0,0.0,-0.03663920556110146,0.007621884542353054,0.06481838188083201,2,2,127.248010113086,none,,,0,119,SZ002493,荣盛石化,20250109 -70,7311,True,0.0,0.0,-0.03663920556110148,0.006640418391209454,0.07129817474938166,2,2,128.13585239577498,none,,,0,119,SZ002493,荣盛石化,20250110 -70,7314,True,0.0,0.0,-0.036639205561101534,0.006640418391209489,0.06399337592395199,2,2,127.13585239577489,none,,,0,119,SZ002493,荣盛石化,20250113 -70,7315,True,0.09546229653588083,0.0,-0.036639205561101514,0.0066404183912095,0.05657275279184571,2,2,126.13585239577489,up,False,,0,119,SZ002493,荣盛石化,20250114 -70,7316,True,0.12699924173863078,0.0,-0.03663920556110146,0.006640418391209477,0.04903352858754325,2,2,125.1358523957748,up,False,,0,119,SZ002493,荣盛石化,20250115 -70,7317,True,0.15801947288610302,0.0,-0.036639205561101416,0.00664041839120949,0.04137283707047584,2,2,124.13585239577503,up,False,,0,119,SZ002493,荣盛石化,20250116 -70,7318,True,0.20045866581518124,0.0,-0.036639205561101486,0.006640418391209511,0.03358771889182612,2,2,123.13585239577466,up,False,,0,119,SZ002493,荣盛石化,20250117 -70,7321,True,0.139126804459282,0.0,-0.036639205561101555,0.006640418391209489,0.025675117782886905,2,2,122.13585239577483,up,False,,0,119,SZ002493,荣盛石化,20250120 -70,7322,True,0.0,0.0,-0.03663920556110141,0.00664041839120949,0.01763187655457132,2,2,121.13585239577507,none,,,0,119,SZ002493,荣盛石化,20250121 -70,7323,True,0.0,0.0,-0.03663920556110142,0.004715656539049911,0.041082710964871275,2,2,124.09829435835795,none,,,0,119,SZ002493,荣盛石化,20250122 -70,7324,True,0.022811173178123024,0.0,-0.03663920556110162,0.004715656539049888,0.0332928606340149,2,2,123.0982943583577,up,False,,0,119,SZ002493,荣盛石化,20250123 -70,7325,True,0.07053559473428703,0.0,-0.036639205561101465,0.00471565653904992,0.025375410644677944,2,2,122.0982943583581,up,False,,0,119,SZ002493,荣盛石化,20250124 -71,7343,True,1.0,0.0,-0.1061327500145901,0.025312821689139488,0.03665813977446934,2,2,123.52831836056681,up,False,,0,119,SZ002544,普天科技,20250211 -71,7344,True,0.6725970774180411,0.0,-0.09264659998093275,0.025312821689139425,0.09352466534047892,2,2,131.27770326447688,up,False,,0,119,SZ002544,普天科技,20250212 -71,7345,True,0.8309315841631748,0.0,-0.09264659998093235,0.025312821689139446,0.08656664173440436,2,2,130.27770326447703,up,True,,0,119,SZ002544,普天科技,20250213 -71,7350,True,0.18304851798868035,0.0,-0.08309336051854375,0.02531282168913955,0.11716324853704849,2,2,134.7927573277899,up,False,,0,119,SZ002544,普天科技,20250218 -71,7351,True,0.3316694507827635,0.0,-0.08309336051854398,0.02531282168913946,0.11056470935528943,2,2,133.79275732778981,up,False,,0,119,SZ002544,普天科技,20250219 -71,7352,True,0.4092849163938404,0.0,-0.08309336051854364,0.02531282168913939,0.10386678916338457,2,2,132.79275732779007,up,False,,0,119,SZ002544,普天科技,20250220 -71,7353,True,0.6582242975966267,0.0,-0.083093360518544,0.025312821689139495,0.09706722575029077,2,2,131.79275732778987,up,False,,0,119,SZ002544,普天科技,20250221 -71,7356,True,1.0,0.0,-0.08309336051854405,0.025312821689139477,0.0901636877203765,2,2,130.79275732778981,up,True,,0,119,SZ002544,普天科技,20250224 -71,7357,True,0.0,0.0,-0.0319330051897735,0.025312821689139498,0.4405824662606242,2,2,212.72125527520612,none,,,0,119,SZ002544,普天科技,20250225 -71,7358,True,0.0,0.0,-0.031933005189773565,0.025312821689139422,0.43794023020826306,2,2,211.72125527520632,none,,,0,119,SZ002544,普天科技,20250226 -71,7359,True,0.0,0.0,-0.0319330051897735,0.025312821689139453,0.43527291613471253,2,2,210.72125527520618,none,,,0,119,SZ002544,普天科技,20250227 -71,7385,True,0.0,0.0,-0.006630859693965665,0.012006246061493643,0.7694018569260557,2,1,516.0492552702,none,,,0,119,SZ002544,普天科技,20250325 -71,7386,True,0.0,0.0,-0.006630859693965613,0.01175664078122373,0.7716149874578995,2,1,521.0499527768419,none,,,0,119,SZ002544,普天科技,20250326 -71,7421,True,0.0,0.0,0.004384000777292302,0.024371259179777335,0.7276516380957311,3,2,436.9403919595768,none,,,0,119,SZ002544,普天科技,20250430 -71,7427,True,0.0,0.0,0.004384000777292462,0.024371259179777303,0.7270269004780965,3,2,435.94039195958,none,,,0,119,SZ002544,普天科技,20250506 -71,7428,True,0.0,0.0,0.004384000777292325,0.024371259179777467,0.7263992901099415,3,2,434.94039195957504,none,,,0,119,SZ002544,普天科技,20250507 -71,7429,True,0.0,0.0,0.004384000777292431,0.024371259179777286,0.7257687871308267,3,2,433.94039195958015,none,,,0,119,SZ002544,普天科技,20250508 -71,7430,True,0.0,0.0,0.004384000777292321,0.024371259179777387,0.7251353714967972,3,2,432.9403919595763,none,,,0,119,SZ002544,普天科技,20250509 -71,7433,True,0.0,0.0,0.008398913246816072,0.024371259179777467,0.7712493466439752,3,2,520.2170933902853,none,,,0,119,SZ002544,普天科技,20250512 -71,7434,True,0.0,0.0,0.008627725862354106,0.024371259179777352,0.7733541775371308,3,2,525.0482832945028,none,,,0,119,SZ002544,普天科技,20250513 -71,7435,True,0.0,0.0,0.008627725862354142,0.024371259179777276,0.7729216871928495,3,2,524.0482832945052,none,,,0,119,SZ002544,普天科技,20250514 -71,7475,True,0.0,0.0,0.009337475976515073,0.024371259179777286,0.7694983004052064,3,2,516.2651737891479,none,,,0,119,SZ002544,普天科技,20250623 -71,7496,True,0.0,0.0,0.009337475976515313,0.03384012893949528,0.6130772596727089,3,2,307.55493951929543,none,,,0,119,SZ002544,普天科技,20250714 -71,7503,True,0.0,0.306112990778198,0.009337475976515257,0.07307124223334634,0.2335776295066438,4,2,155.2668666539549,down,False,,0,119,SZ002544,普天科技,20250721 -71,7504,True,0.0,0.4120787217689632,0.009337475976515517,0.0730712422333462,0.22860947019209552,4,2,154.26686665395536,down,False,,0,119,SZ002544,普天科技,20250722 -71,7505,True,0.0,0.490376837115717,0.009337475976515346,0.07307124223334643,0.22357648069704852,4,2,153.26686665395508,down,False,,0,119,SZ002544,普天科技,20250723 -71,7506,True,0.0,0.4616678111196519,0.009337475976515523,0.07307124223334655,0.21847738372102962,4,2,152.2668666539549,down,False,,0,119,SZ002544,普天科技,20250724 -71,7507,True,0.0,0.5127914733771181,0.009337475976515013,0.07138766987630353,0.22788947427090417,4,2,154.12301223018497,down,False,,0,119,SZ002544,普天科技,20250725 -71,7510,True,0.0,1.0,0.00933747597651559,0.09325699435012687,0.04759074349176178,4,2,124.94628667961784,down,True,,0,119,SZ002544,普天科技,20250728 -71,7512,True,0.0,0.0,0.009337475976515268,0.04711084958083764,0.46059464591159505,3,2,220.61330889291983,none,,,0,119,SZ002544,普天科技,20250730 -71,7513,True,0.0,0.0,0.009337475976515318,0.0471108495808375,0.45813848623344533,3,2,219.6133088929208,none,,,0,119,SZ002544,普天科技,20250731 -71,7514,True,0.0,0.0,0.009337475976515106,0.047110849580837555,0.45565985619709704,3,2,218.6133088929191,none,,,0,119,SZ002544,普天科技,20250801 -71,7517,True,0.0,0.0,0.009337475976515195,0.047110849580837506,0.4531584460279685,3,2,217.61330889291983,none,,,0,119,SZ002544,普天科技,20250804 -71,7520,True,0.0,0.0,-0.02414837830286393,0.047110849580837555,0.15331589742433183,3,2,140.54828670810548,none,,,0,119,SZ002544,普天科技,20250807 -71,7521,True,0.0,0.0,-0.02028664886321038,0.047110849580837603,0.17553155596955902,3,2,144.33542103596426,none,,,0,119,SZ002544,普天科技,20250808 -71,7524,True,0.0,0.0,-0.015287730500489188,0.04711084958083761,0.20884082275068555,3,2,150.41220960583018,none,,,0,119,SZ002544,普天科技,20250811 -71,7525,True,0.0,0.0,-0.015287730500489299,0.04711084958083756,0.20354567867018084,3,2,149.41220960582996,none,,,0,119,SZ002544,普天科技,20250812 -71,7526,True,0.0,0.0,-0.015287730500489302,0.04711084958083772,0.1981791773328228,3,2,148.41220960582976,none,,,0,119,SZ002544,普天科技,20250813 -71,7527,True,0.0,0.0,-0.005647886966348324,0.04711084958083747,0.2781119619838448,3,2,164.84550752084476,none,,,0,119,SZ002544,普天科技,20250814 -71,7528,True,0.0,0.0,-0.00564788696634839,0.04711084958083748,0.27370605516992613,3,2,163.84550752084488,none,,,0,119,SZ002544,普天科技,20250815 -71,7531,True,0.0,0.0,-0.005647886966348546,0.047110849580837486,0.2692460368624669,3,2,162.84550752084448,none,,,0,119,SZ002544,普天科技,20250818 -71,7532,True,0.0,0.0,-0.005647886966348297,0.04711084958083744,0.2647309040402427,3,2,161.84550752084525,none,,,0,119,SZ002544,普天科技,20250819 -71,7533,True,0.0,0.0,-0.005647886966348446,0.047110849580837465,0.2601596287382885,3,2,160.8455075208445,none,,,0,119,SZ002544,普天科技,20250820 -71,7534,True,0.0,0.0,-0.005647886966348513,0.04711084958083748,0.25553115726770165,3,2,159.84550752084445,none,,,0,119,SZ002544,普天科技,20250821 -71,7535,True,0.0,0.0,0.0014055897905837682,0.04711084958083767,0.3248626150167219,3,2,176.26042142955458,none,,,0,119,SZ002544,普天科技,20250822 -71,7538,True,0.0,0.0,0.0111179342410486,0.047110849580837624,0.4344373979477939,2,2,210.40995208699346,none,,,0,119,SZ002544,普天科技,20250825 -71,7539,True,0.0,0.0,0.01111793424104878,0.04711084958083761,0.4317366542800966,2,2,209.40995208699437,none,,,0,119,SZ002544,普天科技,20250826 -71,7540,True,0.0,0.0,0.01804952414026306,0.04711084958083761,0.5198958108866917,2,2,247.86286539131848,none,,,0,119,SZ002544,普天科技,20250827 -71,7541,True,0.0,0.0,0.018049524140263194,0.047110849580837576,0.5179509894638687,2,2,246.86286539131987,none,,,0,119,SZ002544,普天科技,20250828 -71,7542,True,0.0,0.0,0.020277157594645878,0.04711084958083759,0.5473044408320218,2,2,262.8698196613932,none,,,0,119,SZ002544,普天科技,20250829 -71,7545,True,0.0,0.0,0.024078089301572955,0.0471108495808375,0.6013178746114287,2,2,298.4834092675158,none,,,0,119,SZ002544,普天科技,20250901 -71,7546,True,0.0,0.0,0.024078089301573097,0.04711084958083757,0.599977691888736,2,2,297.48340926751723,none,,,0,119,SZ002544,普天科技,20250902 -71,7547,True,0.0,0.0,0.02407808930157295,0.04711084958083744,0.5986284686418105,2,2,296.4834092675166,none,,,0,119,SZ002544,普天科技,20250903 -71,7548,True,0.0,0.01696621507012184,0.024078089301572903,0.047110849580837395,0.5972701130835312,2,2,295.48340926751774,down,False,,0,119,SZ002544,普天科技,20250904 -71,7549,True,0.0,0.0,0.02407808930157304,0.04711084958083758,0.5959025321800127,2,2,294.48340926751547,none,,,0,119,SZ002544,普天科技,20250905 -71,7552,True,0.0,0.0,0.024078089301573187,0.04711084958083748,0.5945256316293922,2,2,293.4834092675191,none,,,0,119,SZ002544,普天科技,20250908 -72,7205,True,0.0,0.0,0.06028774936699562,0.09921849276527417,0.7205549546839148,3,3,425.8440147521569,none,,,0,119,SZ002594,比亚迪,20240926 -72,7343,True,0.0,0.0,0.0089544743252063,0.12260393048558925,0.6384786110408677,1,2,329.1644799844808,none,,,0,119,SZ002594,比亚迪,20250211 -72,7344,True,0.0,0.0,0.03487205810007536,0.12419683796990577,0.7091963685089674,1,2,409.2108457857051,none,,,0,119,SZ002594,比亚迪,20250212 -72,7345,True,0.0,0.0,0.0348720581000752,0.12419683796990573,0.7084839826561826,1,2,408.21084578570503,none,,,0,119,SZ002594,比亚迪,20250213 -72,7548,True,0.0,0.0,-0.3009715968087407,-0.009513442178892531,0.27318698087045035,2,2,163.72849256679186,none,,,0,119,SZ002594,比亚迪,20250904 -72,7549,True,0.0,0.0,-0.30097159680874036,-0.009513442178892864,0.2687205656307771,2,2,162.72849256679208,none,,,0,119,SZ002594,比亚迪,20250905 -72,7552,True,0.0,0.0,-0.3009715968087398,-0.009513442178893156,0.2641989168924333,2,2,161.72849256679254,none,,,0,119,SZ002594,比亚迪,20250908 -72,7570,True,0.0,0.0,-0.30097159680874064,-0.009513442178892334,0.1944681900399354,3,2,147.72849256679217,none,,,0,119,SZ002594,比亚迪,20250926 -72,7573,True,0.0,0.0,-0.30097159680874075,-0.009513442178892639,0.1889782419332766,3,2,146.72849256679223,none,,,0,119,SZ002594,比亚迪,20250929 -72,7597,True,0.0,0.0,-0.3009715968087402,-0.03890160830816412,0.1299341758008347,3,2,136.7712610819201,none,,,0,119,SZ002594,比亚迪,20251023 -72,7598,True,0.0,0.0,-0.3009715968087411,-0.03890160830816423,0.12352585479633127,3,2,135.77126108192004,none,,,0,119,SZ002594,比亚迪,20251024 -72,7601,True,0.0,0.0,-0.30097159680874147,-0.038901608308164956,0.11702243457033454,3,2,134.7712610819205,none,,,0,119,SZ002594,比亚迪,20251027 -72,7602,True,0.0,0.0,-0.3009715968087411,-0.038901608308163915,0.11042178239520671,2,2,133.7712610819202,none,,,0,119,SZ002594,比亚迪,20251028 -72,7603,True,0.0,0.0,-0.30097159680874064,-0.03890160830816418,0.10372170129063682,2,2,132.77126108192013,none,,,0,119,SZ002594,比亚迪,20251029 -72,7604,True,0.0,0.0,-0.30097159680874097,-0.03890160830816499,0.09691992758558046,2,2,131.77126108192033,none,,,0,119,SZ002594,比亚迪,20251030 -72,7605,True,0.0,0.0,-0.30097159680874114,-0.06313871688014042,0.14640357504442766,2,2,139.41014338970984,none,,,0,119,SZ002594,比亚迪,20251031 -72,7608,True,0.0,0.0,-0.3009715968087406,-0.09765570109747587,0.20006325754667761,2,2,148.76176288019911,none,,,0,119,SZ002594,比亚迪,20251103 -72,7609,True,0.0,0.0,-0.3009715968087411,-0.08098414164584909,0.1999058013174816,2,2,148.73248699459677,none,,,0,119,SZ002594,比亚迪,20251104 -73,7435,True,0.414015025364585,0.0,-0.025340703184249365,-0.010907915227813656,0.33526866221493334,3,3,179.01969297327955,up,False,,0,119,SZ002644,佛慈制药,20250514 -73,7436,True,0.5351305652862097,0.0,-0.0253407031842494,-0.010907915227813687,0.33153462961054875,3,3,178.01969297327994,up,False,,0,119,SZ002644,佛慈制药,20250515 -73,7437,True,0.0,0.0,-0.015985089538826675,-0.01090791522781359,0.7488008161724712,2,3,473.72765383546994,none,,,0,119,SZ002644,佛慈制药,20250516 -73,7440,True,0.0,0.0,-0.015985089538826658,-0.010907915227813654,0.7482694337120042,2,3,472.7276538354757,none,,,0,119,SZ002644,佛慈制药,20250519 -73,7441,True,0.0,0.0,-0.015985089538826668,-0.010907915227813697,0.7477357983309944,1,3,471.7276538354784,none,,,0,119,SZ002644,佛慈制药,20250520 -73,7442,True,0.0,0.0,-0.015985089538826682,-0.010907915227813618,0.7471998956713239,1,3,470.72765383547085,none,,,0,119,SZ002644,佛慈制药,20250521 -73,7443,True,0.0,0.0,-0.01598508953882666,-0.010907915227813638,0.7466617112526208,1,3,469.7276538354737,none,,,0,119,SZ002644,佛慈制药,20250522 -73,7444,True,0.0,0.0,-0.01598508953882668,-0.010907915227813649,0.746121230470925,1,3,468.72765383547363,none,,,0,119,SZ002644,佛慈制药,20250523 -73,7519,True,0.0,0.6131189224170537,0.03148446594463551,0.0458782564076619,0.4748490764648582,2,1,226.6015247558387,down,True,,0,119,SZ002644,佛慈制药,20250806 -73,7520,True,0.0,0.5216194243501976,0.041023971134083875,0.04515819492299026,0.769364247736428,2,1,515.965104421477,down,False,,0,119,SZ002644,佛慈制药,20250807 -73,7640,True,0.0,0.0,-0.03285232512049103,0.005532911871141081,0.09003725672629337,2,2,130.77458487133478,none,,,0,119,SZ002644,佛慈制药,20251205 -73,7643,True,0.0,0.0,-0.032852325120491,0.005532911871141104,0.08302538499365622,2,2,129.77458487133444,none,,,0,119,SZ002644,佛慈制药,20251208 -73,7644,True,0.0,0.0,-0.03285232512049097,0.00553291187114113,0.07590461177647063,2,2,128.77458487133487,none,,,0,119,SZ002644,佛慈制药,20251209 -73,7645,True,0.0,0.0,-0.03285232512049103,0.005532911871141077,0.06867238019337142,2,2,127.77458487133448,none,,,0,119,SZ002644,佛慈制药,20251210 -73,7646,True,0.0,0.06698550694350475,-0.032852325120490994,0.0055329118711411026,0.06132605268812567,2,2,126.77458487133472,down,False,,0,119,SZ002644,佛慈制药,20251211 -73,7647,True,0.0,0.17445362444272722,-0.03285232512049101,0.005532911871141096,0.05386290782247663,2,2,125.77458487133495,down,False,,0,119,SZ002644,佛慈制药,20251212 -73,7650,True,0.0,0.0,-0.032852325120491,0.003271582942784163,0.10246513106799342,2,2,132.58537814982088,none,,,0,119,SZ002644,佛慈制药,20251215 -73,7651,True,0.0,0.0,-0.0328523251204911,0.002309490905244907,0.09874816582486576,2,2,132.03856623372545,none,,,0,119,SZ002644,佛慈制药,20251216 -73,7652,True,0.0,0.0,-0.03285232512049096,0.0017052436803840394,0.10735932768717736,2,2,133.31232117361654,none,,,0,119,SZ002644,佛慈制药,20251217 -73,7653,True,0.0,0.0,-0.03285232512049105,0.0017052436803840154,0.10061286096060973,2,2,132.31232117361662,none,,,0,119,SZ002644,佛慈制药,20251218 -73,7654,True,0.987473410264522,0.0,-0.032852325120490994,0.00155968646452285,0.09418124846442161,2,2,131.37285996593323,up,True,,0,119,SZ002644,佛慈制药,20251219 -73,7657,True,0.0,0.0,-0.014485509749465953,0.0015596864645228187,0.5301675188346497,1,2,253.28176482144897,none,,,0,119,SZ002644,佛慈制药,20251222 -73,7658,True,0.0,0.0,-0.014485509749465969,0.0007890052947526986,0.5409098791034058,1,2,259.2083658162699,none,,,0,119,SZ002644,佛慈制药,20251223 -73,7659,True,0.0,0.0,-0.014485509749466021,0.00017474093391513167,0.5496700584748835,1,2,264.25069493933023,none,,,0,119,SZ002644,佛慈制药,20251224 -73,7660,True,0.0,0.0,-0.014485509749465967,1.0262362753366514e-05,0.5508680407232245,1,2,264.9555382155888,none,,,0,119,SZ002644,佛慈制药,20251225 -73,7661,True,0.0,0.0,-0.014485509749465967,-9.434971079951793e-05,0.5510452697501951,1,2,265.0601318618175,none,,,0,119,SZ002644,佛慈制药,20251226 -73,7664,True,0.0,0.0,-0.01448550974946597,-9.434971079949081e-05,0.5493450709088001,1,2,264.0601318618169,none,,,0,119,SZ002644,佛慈制药,20251229 -73,7665,True,0.0,0.0,-0.014485509749466047,-9.434971079952632e-05,0.5476319457540992,1,2,263.0601318618165,none,,,0,119,SZ002644,佛慈制药,20251230 -73,7666,True,0.0,0.0,-0.014485509749466026,-9.4349710799482e-05,0.545905746308835,1,2,262.0601318618167,none,,,0,119,SZ002644,佛慈制药,20251231 -73,7671,True,0.0,0.0,-0.014485509749465974,-9.434971079950647e-05,0.5441663223284188,1,2,261.060131861817,none,,,0,119,SZ002644,佛慈制药,20260105 -73,7680,True,0.0,0.0,-0.014485509749466035,-0.0019077410826092121,0.5690396238180236,1,3,276.1274738393845,none,,,0,119,SZ002644,佛慈制药,20260114 -73,7681,True,0.0,0.0,-0.014485509749466009,-0.0019077410826092048,0.5674732212695331,1,3,275.12747383938506,none,,,0,119,SZ002644,佛慈制药,20260115 -73,7682,True,0.0,0.0,-0.014485509749465978,-0.0019077410826092392,0.5658953904426124,1,3,274.12747383938665,none,,,0,119,SZ002644,佛慈制药,20260116 -73,7685,True,0.0,0.0,-0.014485509749466005,-0.0019077410826092865,0.564306005810392,1,3,273.1274738393865,none,,,0,119,SZ002644,佛慈制药,20260119 -73,7686,True,0.0,0.0,-0.01448550974946598,-0.0019077410826091698,0.56270494000089,1,3,272.12747383938466,none,,,0,119,SZ002644,佛慈制药,20260120 -74,7532,True,0.0,0.0,0.0011769221473294095,0.010004662439037764,0.4425213329854964,2,1,213.46108298150196,none,,,0,119,SZ002694,顾地科技,20250819 -74,7533,True,0.0,0.0,0.0011769221473293943,0.010004662439037764,0.4398974234243133,2,1,212.46108298150182,none,,,0,119,SZ002694,顾地科技,20250820 -74,7534,True,0.0,0.0,0.001176922147329432,0.010004662439037762,0.4372486969131353,2,1,211.46108298150227,none,,,0,119,SZ002694,顾地科技,20250821 -74,7535,True,0.0,0.0,0.0011769221473294036,0.010004662439037778,0.4345747997008096,2,1,210.46108298150156,none,,,0,119,SZ002694,顾地科技,20250822 -74,7538,True,0.0,0.0,0.0011769221473294032,0.010004662439037765,0.43187537128073916,2,1,209.46108298150187,none,,,0,119,SZ002694,顾地科技,20250825 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-74,7548,True,0.0,0.0,0.002945117984706168,0.005952451958474896,0.7743245265639581,2,1,527.3058617675861,none,,,0,119,SZ002694,顾地科技,20250904 -74,7549,True,0.0,0.0,0.0029451179847061605,0.005952451958474905,0.7738957350762883,2,1,526.3058617675837,none,,,0,119,SZ002694,顾地科技,20250905 -74,7552,True,0.0,0.0,0.002945117984706152,0.005952451958474909,0.7734653110483451,2,1,525.3058617675815,none,,,0,119,SZ002694,顾地科技,20250908 -74,7608,True,0.7590857950833897,0.0,-0.014778545691390692,-0.00398788720272943,0.018312955577564603,3,2,121.2198945438995,up,False,,0,119,SZ002694,顾地科技,20251103 -74,7609,True,0.7999794652737586,0.0,-0.014778545691390746,-0.003987887202729437,0.010147193594934144,3,2,120.21989454389951,up,False,,0,119,SZ002694,顾地科技,20251104 -74,7610,True,0.8356648824786775,0.0,-0.014355329934744969,-0.0041250325348094995,0.03298361855252842,3,2,123.05892876589714,up,False,,0,119,SZ002694,顾地科技,20251105 -74,7611,True,1.0,0.0,-0.014355329934745045,-0.005011796767194483,0.04076787284117103,3,2,124.05756295138778,up,True,,0,119,SZ002694,顾地科技,20251106 -76,7380,True,0.0,0.0,-0.0005177160824481091,0.03387227360680381,0.40744407276854183,2,2,200.82492559983697,none,,,0,119,SZ002802,洪汇新材,20250320 -76,7381,True,0.0,0.0,0.0002489400185098447,0.031958624322610006,0.4356109910940127,2,2,210.84747952599193,none,,,0,119,SZ002802,洪汇新材,20250321 -76,7384,True,0.0,0.0,0.0038030918661155354,0.032181511664935644,0.4793430556809414,2,2,228.55740482945868,none,,,0,119,SZ002802,洪汇新材,20250324 -76,7385,True,0.0,0.0,0.00380309186611551,0.032181511664935644,0.47705503106267344,2,2,227.55740482945882,none,,,0,119,SZ002802,洪汇新材,20250325 -76,7386,True,0.0,0.0,0.0038030918661154183,0.03152670951237958,0.48302287580421804,2,2,230.18426624798593,none,,,0,119,SZ002802,洪汇新材,20250326 -76,7387,True,0.0,0.0,0.00380309186611548,0.029521850729004418,0.5071183665439999,2,2,241.43727808559774,none,,,0,119,SZ002802,洪汇新材,20250327 -76,7388,True,0.0,0.0,0.0038030918661155046,0.029521850729004366,0.5050684280428651,2,2,240.43727808559834,none,,,0,119,SZ002802,洪汇新材,20250328 -76,7391,True,0.0,0.0,0.00380309186611542,0.02600566837952208,0.5530864846579473,2,2,266.2707569023089,none,,,0,119,SZ002802,洪汇新材,20250331 -76,7392,True,0.0,0.0,0.00394122881941068,0.027116455418592752,0.5372719399125438,2,2,257.17048578707085,none,,,0,119,SZ002802,洪汇新材,20250401 -76,7393,True,0.0,0.0,0.003941228819410652,0.02711645541859274,0.5354656113705742,2,2,256.1704857870709,none,,,0,119,SZ002802,洪汇新材,20250402 -76,7394,True,0.0,0.0,0.003941228819410634,0.02711645541859266,0.5336451250114386,2,2,255.17048578707104,none,,,0,119,SZ002802,洪汇新材,20250403 -76,7398,True,0.0,0.0,0.003941228819410697,0.027116455418592682,0.5318103137289865,2,2,254.17048578707127,none,,,0,119,SZ002802,洪汇新材,20250407 -76,7399,True,0.0,0.0,0.003941228819410682,0.027116455418592676,0.5299610077768511,2,2,253.17048578707124,none,,,0,119,SZ002802,洪汇新材,20250408 -76,7400,True,0.0,0.0,0.003941228819410594,0.027116455418592658,0.5280970347161006,2,2,252.17048578707045,none,,,0,119,SZ002802,洪汇新材,20250409 -76,7401,True,0.0,0.0,0.003941228819410643,0.02711645541859271,0.526218219361641,2,2,251.17048578707067,none,,,0,119,SZ002802,洪汇新材,20250410 -76,7402,True,1.4768299874635325e-15,0.0,0.004208244522127357,0.02711645541859268,0.5289588700710636,2,2,252.63186681373864,none,,,0,119,SZ002802,洪汇新材,20250411 -76,7414,True,0.0,0.0,0.022507680798543126,0.03902510725785901,0.6539399411851441,2,2,343.87094658521596,none,,,0,119,SZ002802,洪汇新材,20250423 -76,7415,True,0.0,0.0,0.02250768079854318,0.03902510725785896,0.6529306399822836,2,2,342.8709465852173,none,,,0,119,SZ002802,洪汇新材,20250424 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-76,7430,True,0.0,0.0,0.022507680798543213,0.03902510725785899,0.6446392223228683,3,3,334.870946585217,none,,,0,119,SZ002802,洪汇新材,20250509 -76,7433,True,0.0,0.0,0.02250768079854319,0.03902510725785895,0.643574856641124,3,3,333.8709465852181,none,,,0,119,SZ002802,洪汇新材,20250512 -76,7434,True,0.0,0.0,0.022507680798543154,0.03902510725785887,0.6425040958943095,3,3,332.8709465852191,none,,,0,119,SZ002802,洪汇新材,20250513 -76,7435,True,0.0,0.0,0.022507680798543192,0.039025107257859015,0.6414268822732159,3,3,331.87094658521613,none,,,0,119,SZ002802,洪汇新材,20250514 -76,7436,True,0.0,0.0,0.022507680798543143,0.03902510725785897,0.6403431572697745,3,3,330.87094658521664,none,,,0,119,SZ002802,洪汇新材,20250515 -76,7437,True,0.0,0.0,0.022507680798543196,0.03902510725785886,0.6392528616664412,3,3,329.8709465852192,none,,,0,119,SZ002802,洪汇新材,20250516 -76,7440,True,0.0,0.0,0.022507680798543234,0.039025107257858904,0.6381559355254147,3,3,328.87094658521914,none,,,0,119,SZ002802,洪汇新材,20250519 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-80,7322,True,0.0,0.0,-0.05018688262156757,0.03430324697991509,0.13659983896358355,2,2,137.82716910447832,none,,,0,119,SZ003019,宸展光电,20250121 -80,7323,True,0.0,0.0,-0.05018688262156769,0.034303246979915,0.13028968750253114,2,2,136.8271691044785,none,,,0,119,SZ003019,宸展光电,20250122 -80,7324,True,0.0,0.0,-0.05018688262156763,0.03430324697991514,0.12388662161938206,2,2,135.82716910447834,none,,,0,119,SZ003019,宸展光电,20250123 -80,7325,True,0.0,0.0,-0.050186882621567674,0.03430324697991494,0.11738857390244549,2,2,134.82716910447857,none,,,0,119,SZ003019,宸展光电,20250124 -80,7328,True,0.0,0.0,-0.05018688262156781,0.037979847347756064,0.07690192289252101,2,2,128.91371236833862,none,,,0,119,SZ003019,宸展光电,20250127 -80,7338,True,0.0,0.0,-0.05018688262156787,0.025384104843676734,0.18344116355763823,2,2,145.7335279334765,none,,,0,119,SZ003019,宸展光电,20250206 -80,7339,True,0.0,0.0,-0.05018688262156782,0.02538410484367669,0.1777993551383917,2,2,144.73352793347652,none,,,0,119,SZ003019,宸展光电,20250207 -80,7342,True,0.0,0.0,-0.05018688262156778,0.025384104843676685,0.17207904299770527,2,2,143.73352793347664,none,,,0,119,SZ003019,宸展光电,20250210 -80,7343,True,0.0,0.0,-0.05018688262156823,0.025384104843676737,0.16627857712966868,2,2,142.73352793347624,none,,,0,119,SZ003019,宸展光电,20250211 -80,7344,True,0.0,0.0,-0.05018688262156762,0.025384104843676696,0.16039626096195678,2,2,141.73352793347675,none,,,0,119,SZ003019,宸展光电,20250212 -80,7345,True,0.0,0.0,-0.05018688262156748,0.025384104843676703,0.1544303497013892,2,2,140.7335279334771,none,,,0,119,SZ003019,宸展光电,20250213 -80,7346,True,0.0,0.0,-0.050186882621568,0.025384104843676685,0.14837904860848639,2,2,139.73352793347664,none,,,0,119,SZ003019,宸展光电,20250214 -80,7349,True,0.0,0.0,-0.026047678065387946,0.02538410484367673,0.3697977899298569,2,2,188.82828098421774,none,,,0,119,SZ003019,宸展光电,20250217 -80,7350,True,0.0,0.0,-0.026047678065387873,0.025384104843676713,0.36644258587449424,2,2,187.82828098421794,none,,,0,119,SZ003019,宸展光电,20250218 -80,7351,True,0.0,0.0,-0.02485381389491382,0.025384104843676654,0.37550897432933367,2,2,190.5551803121608,none,,,0,119,SZ003019,宸展光电,20250219 -80,7352,True,0.0,0.0,-0.014593677510536165,0.025384104843676723,0.4843149828265635,2,2,230.76101891084733,none,,,0,119,SZ003019,宸展光电,20250220 -80,7353,True,0.0,0.0,0.007885369959979882,0.025384104843676716,0.7566189492998738,2,2,488.94521433643547,none,,,0,119,SZ003019,宸展光电,20250221 -80,7483,True,0.9912369486402769,0.0,-0.12275559956929379,0.03806927242826631,0.13537422573193034,2,2,137.63179810448847,up,False,,0,119,SZ003019,宸展光电,20250701 -80,7485,True,0.0,0.0,-0.049733314283624645,0.03806927242826629,0.42928956340992,1,2,208.51204458605903,none,,,0,119,SZ003019,宸展光电,20250703 -80,7486,True,0.0,0.0,-0.04973331428362483,0.038069272428266285,0.42653931130899464,1,2,207.51204458605906,none,,,0,119,SZ003019,宸展光电,20250704 -80,7489,True,0.0,0.0,-0.04973331428362468,0.03806927242826643,0.42376242393741065,1,2,206.51204458605892,none,,,0,119,SZ003019,宸展光电,20250707 -80,7490,True,0.0,0.0,-0.04973331428362475,0.03806927242826631,0.4209585124818894,1,2,205.51204458605915,none,,,0,119,SZ003019,宸展光电,20250708 -80,7491,True,0.0,0.0,-0.0497333142836246,0.038069272428266354,0.41812718052444786,1,2,204.5120445860591,none,,,0,119,SZ003019,宸展光电,20250709 -80,7492,True,0.0,0.0,-0.04973331428362461,0.03906459544201611,0.41083829989708903,1,2,201.9819006890873,none,,,0,119,SZ003019,宸展光电,20250710 -80,7493,True,0.0,0.0,-0.04973331428362446,0.039064595442016216,0.4079068831969636,1,2,200.98190068908724,none,,,0,119,SZ003019,宸展光电,20250711 -80,7496,True,0.0,0.0,-0.04973331428362463,0.03906459544201609,0.4049461496767663,1,2,199.98190068908738,none,,,0,119,SZ003019,宸展光电,20250714 -80,7497,True,0.0,0.0,-0.04973331428362461,0.03704191359169234,0.4112648864225161,1,2,202.12825302178672,none,,,0,119,SZ003019,宸展光电,20250715 -80,7498,True,0.0,0.0,-0.049733314283624604,0.029375029507874108,0.44526056257120167,1,2,214.51512542818602,none,,,0,119,SZ003019,宸展光电,20250716 -80,7499,True,0.0,0.0,-0.0497333142836246,0.028724423059626945,0.44592290482742775,1,2,214.7715562270922,none,,,0,119,SZ003019,宸展光电,20250717 -80,7500,True,0.0,0.0,-0.04973331428362449,0.02655596217299837,0.454413656797903,2,2,218.1139639632069,none,,,0,119,SZ003019,宸展光电,20250718 -80,7503,True,0.0,0.0,-0.0497333142836248,0.024997512061431176,0.4600491913629163,2,2,220.39044686380547,none,,,0,119,SZ003019,宸展光电,20250721 -80,7504,True,0.0,0.0,-0.049733314283624604,0.05688302032094849,0.23360877405073344,2,2,155.27317637620965,none,,,0,119,SZ003019,宸展光电,20250722 -80,7505,True,0.0,0.0,-0.04973331428362437,0.055086074729735805,0.24131020232152633,2,2,156.849347868035,none,,,0,119,SZ003019,宸展光电,20250723 -80,7506,True,0.0,0.0,-0.04973331428362474,0.05508607472973576,0.23644210496945342,2,2,155.84934786803476,none,,,0,119,SZ003019,宸展光电,20250724 -80,7507,True,0.0,0.0,-0.04973331428362469,0.05508607472973564,0.23151113234642998,2,2,154.84934786803498,none,,,0,119,SZ003019,宸展光电,20250725 -80,7510,True,0.0,0.1794057978000531,-0.04973331428362444,0.06773225963841209,0.13387645243432525,2,2,137.3937936850478,down,False,,0,119,SZ003019,宸展光电,20250728 -80,7511,True,0.0,0.0,-0.049733314283624694,0.053513404883697505,0.23313660575479403,2,2,155.1775725546622,none,,,0,119,SZ003019,宸展光电,20250729 -80,7512,True,0.0,0.0,-0.04973331428362461,0.052795389459909914,0.2306500431602065,2,2,154.67603389335096,none,,,0,119,SZ003019,宸展光电,20250730 -80,7513,True,0.0,0.0,-0.04973331428362467,0.05600837488529429,0.21451181474834724,2,2,151.4981411997624,none,,,0,119,SZ003019,宸展光电,20250731 -80,7514,True,0.0,0.01549581621461608,-0.04973331428362482,0.05600837488529442,0.20929255968652538,2,3,150.4981411997624,down,False,,0,119,SZ003019,宸展光电,20250801 -80,7517,True,0.0,0.042427865863994135,-0.04973331428362475,0.05600837488529435,0.20400348094636384,2,3,149.49814119976256,down,False,,0,119,SZ003019,宸展光电,20250804 -80,7518,True,0.0,0.0,-0.04973331428362454,0.056008374885294365,0.1986431679308428,2,3,148.49814119976244,none,,,0,119,SZ003019,宸展光电,20250805 -80,7519,True,0.0,0.0,-0.04973331428362461,0.05600837488529439,0.19321017178898775,2,3,147.4981411997625,none,,,0,119,SZ003019,宸展光电,20250806 -80,7520,True,0.0,0.02780096185261529,-0.04973331428362473,0.056008374885294365,0.18770300411024668,2,3,146.49814119976253,down,False,,0,119,SZ003019,宸展光电,20250807 -80,7521,True,0.0,0.03942584644968649,-0.04973331428362456,0.052869625214528405,0.19389896411326096,2,3,147.62417451690268,down,False,,0,119,SZ003019,宸展光电,20250808 -80,7524,True,0.0,0.5224714724531874,-0.04973331428362471,0.10484201196377706,0.02890594871852398,2,3,122.54219850586574,down,False,,0,119,SZ003019,宸展光电,20250811 -80,7525,True,0.0,0.013215136282732826,-0.049733314283624555,0.1048420119637769,0.020916180035554774,2,3,121.54219850586585,down,True,,0,119,SZ003019,宸展光电,20250812 -80,7526,True,0.0,0.0,-0.04973331428362482,0.10484201196377724,0.012793847507190878,2,3,120.54219850586557,none,,,0,119,SZ003019,宸展光电,20250813 -80,7527,True,0.0,0.0,-0.025394019936497293,0.1048420119637771,0.14091217863471578,2,3,138.51901638051646,none,,,0,119,SZ003019,宸展光电,20250814 -80,7528,True,0.0,0.0,-0.015386524499489542,0.10484201196377711,0.1934975055863322,2,3,147.55069057351614,none,,,0,119,SZ003019,宸展光电,20250815 -80,7531,True,0.0,0.0,-0.012801795265689534,0.10484201196377683,0.20358184412290495,2,3,149.418994433829,none,,,0,119,SZ003019,宸展光电,20250818 -80,7532,True,0.0,0.0,0.012225117404147915,0.10484201196377685,0.35491369183747795,1,3,184.47143970387816,none,,,0,119,SZ003019,宸展光电,20250819 -80,7664,True,0.5001592174736289,0.0,-0.152796156817827,0.0060525558914565625,0.04845068292177044,3,3,125.05920383127834,up,False,,0,119,SZ003019,宸展光电,20251229 -80,7665,True,0.6577686899314632,0.0,-0.15279615681782677,0.0060525558914565,0.04078056020864785,3,3,124.05920383127835,up,False,,0,119,SZ003019,宸展光电,20251230 -80,7666,True,0.6437458397435254,0.0,-0.15279615681782688,0.006052555891456507,0.0329857800546452,3,3,123.0592038312783,up,False,,0,119,SZ003019,宸展光电,20251231 -80,7671,True,0.6659065178042137,0.0,-0.15279615681782713,0.006052555891456532,0.025063278599677982,3,3,122.0592038312782,up,False,,0,119,SZ003019,宸展光电,20260105 -80,7672,True,0.891196456197743,0.0,-0.15279615681782668,0.006052555891456476,0.017009890748566132,3,3,121.05920383127844,up,False,,0,119,SZ003019,宸展光电,20260106 -80,7673,True,0.8323047984309366,0.0,-0.15279615681782674,0.00251463899695079,0.01462919495162626,3,3,120.76671988892349,up,False,,0,119,SZ003019,宸展光电,20260107 -80,7674,True,0.8226156817262028,0.0,-0.15279615681782685,0.002514638996950922,0.006401777469019248,3,2,119.76671988892325,up,False,,0,119,SZ003019,宸展光电,20260108 -81,7652,True,0.13729207840815272,0.0,-0.014295807697514732,-0.006762077169076253,0.02256895854643634,2,2,121.74771922838866,up,False,,0,119,SZ300027,华谊兄弟,20251217 -81,7653,True,0.0,0.0,-0.014295807697514713,-0.007085249797371662,0.040732939575084975,2,2,124.05304519399216,none,,,0,119,SZ300027,华谊兄弟,20251218 -82,7199,True,0.0,0.0,-0.005215243696694434,0.0012271006836955985,0.5062543336938077,2,3,241.014773638951,none,,,0,119,SZ300078,思创医惠,20240920 -82,7202,True,0.0,0.0,-0.005215243696694453,0.0012271006836955891,0.5041971867156433,2,3,240.014773638951,none,,,0,119,SZ300078,思创医惠,20240923 -82,7203,True,0.0,0.0,-0.005215243696694437,0.0012271006836956186,0.5021228261824584,2,3,239.01477363895023,none,,,0,119,SZ300078,思创医惠,20240924 -82,7204,True,0.0,0.0,-0.0053280073101803415,0.0012271006836956,0.49473542113638724,2,3,235.52017097189375,none,,,0,119,SZ300078,思创医惠,20240925 -82,7205,True,0.0,0.0,-0.005328007310180344,0.001227100683695658,0.492580960064785,2,3,234.5201709718922,none,,,0,119,SZ300078,思创医惠,20240926 -82,7206,True,0.0,0.0,-0.004509967694865848,0.0012271006836955891,0.531204264312141,2,3,253.8418994477254,none,,,0,119,SZ300078,思创医惠,20240927 -82,7437,True,0.0,0.0,-0.013114082415863672,0.0012728773639001944,0.5476032362654433,2,2,263.04343783905387,none,,,0,119,SZ300078,思创医惠,20250516 -82,7440,True,0.0,0.0,-0.013114082415863669,0.001272877363900177,0.5458768172890127,2,2,262.0434378390542,none,,,0,119,SZ300078,思创医惠,20250519 -82,7441,True,0.0,0.0,-0.01311408241586361,0.001272877363900174,0.5441371712497562,2,2,261.04343783905495,none,,,0,119,SZ300078,思创医惠,20250520 -82,7442,True,0.0,0.0,-0.01311408241586363,0.0012728773639001814,0.5423841455532092,2,2,260.0434378390548,none,,,0,119,SZ300078,思创医惠,20250521 -82,7443,True,0.0,0.0,-0.013114082415863482,0.0012728773639001738,0.5406175852486387,2,2,259.0434378390566,none,,,0,119,SZ300078,思创医惠,20250522 -82,7444,True,0.0,0.0,-0.013114082415863669,0.0012728773639001762,0.5388373329833633,2,2,258.0434378390543,none,,,0,119,SZ300078,思创医惠,20250523 -82,7447,True,0.0,0.0,-0.013114082415863614,0.0012728773639001816,0.5370432289560703,2,2,257.04343783905506,none,,,0,119,SZ300078,思创医惠,20250526 -82,7448,True,0.0,0.0,-0.013114082415863529,0.0012728773639001652,0.5352351108689571,2,2,256.0434378390561,none,,,0,119,SZ300078,思创医惠,20250527 -82,7449,True,0.0,0.0,-0.013114082415863572,0.0012728773639001701,0.5334128138788086,2,2,255.04343783905563,none,,,0,119,SZ300078,思创医惠,20250528 -82,7450,True,0.0,0.0,-0.013114082415863634,0.0012728773639001632,0.5315761705469025,2,2,254.0434378390549,none,,,0,119,SZ300078,思创医惠,20250529 -82,7451,True,0.0,0.0,-0.013114082415863603,0.0012728773639001764,0.5297250107877196,2,2,253.04343783905512,none,,,0,119,SZ300078,思创医惠,20250530 -82,7455,True,0.0,0.0,-0.013114082415863565,0.0012728773639001732,0.5278591618164308,2,2,252.04343783905546,none,,,0,119,SZ300078,思创医惠,20250603 -82,7456,True,0.0,0.0,-0.013114082415863641,0.0012728773639001602,0.5259784480951397,2,2,251.04343783905463,none,,,0,119,SZ300078,思创医惠,20250604 -82,7457,True,0.0,0.0,-0.013114082415863459,0.0012728773639001866,0.5240826912778422,2,2,250.04343783905665,none,,,0,119,SZ300078,思创医惠,20250605 -82,7458,True,0.0,0.0,-0.013114082415863506,0.001272877363900171,0.5221717101540195,2,2,249.0434378390563,none,,,0,119,SZ300078,思创医惠,20250606 -82,7461,True,0.0,0.0,-0.013114082415863522,0.0012728773639001597,0.5202453205909301,2,2,248.04343783905628,none,,,0,119,SZ300078,思创医惠,20250609 -82,7462,True,1.0,0.0,-0.036430560936646095,0.0012728773639001636,0.015384311168432814,2,2,120.85933765814357,up,False,,0,119,SZ300078,思创医惠,20250610 -82,7496,True,0.0,0.0,-0.01483181741237932,0.00742787652559175,0.18282908989463917,2,2,145.6243712648275,none,,,0,119,SZ300078,思创医惠,20250714 -82,7552,True,0.0,0.0,-0.0033271566176151755,0.008203159754792834,0.34754317126958345,3,2,182.3875462098484,none,,,0,119,SZ300078,思创医惠,20250908 -83,7350,True,0.0,0.2801971843066376,-0.01644725306953302,0.02134887495135215,0.09994361124085165,3,2,132.21393846674195,down,False,,0,119,SZ300128,锦富技术,20250218 -83,7351,True,0.0,0.2954870056655748,-0.016447253069533124,0.021348874951352174,0.09308415408807713,3,2,131.21393846674164,down,False,,0,119,SZ300128,锦富技术,20250219 -83,7352,True,0.0,0.16130850217984555,-0.016447253069533072,0.021348874951352154,0.08611934020877479,3,2,130.2139384667418,down,False,,0,119,SZ300128,锦富技术,20250220 -83,7353,True,0.0,0.11974778101771413,-0.01644725306953293,0.021348874951352157,0.0790467235032162,3,2,129.21393846674218,down,True,,0,119,SZ300128,锦富技术,20250221 -83,7356,True,0.0,0.2876659475334819,-0.01644725306953311,0.021348874951352168,0.07186378155859993,3,2,128.21393846674172,down,False,,0,119,SZ300128,锦富技术,20250224 -83,7357,True,0.0,0.2631733941911357,-0.016447253069532958,0.02134887495135218,0.06456791264967716,3,2,127.21393846674201,down,False,,0,119,SZ300128,锦富技术,20250225 -83,7358,True,0.0,0.0,-0.016447253069533072,0.021348874951352168,0.05715643259672636,3,2,126.2139384667417,none,,,0,119,SZ300128,锦富技术,20250226 -83,7359,True,0.0,0.0,-0.016447253069533038,0.02134887495135217,0.04962657147305,3,2,125.21393846674185,none,,,0,119,SZ300128,锦富技术,20250227 -83,7388,True,0.0,0.0,0.0027035308152290375,0.017638558769872296,0.47256395124396455,3,1,225.619769980954,none,,,0,119,SZ300128,锦富技术,20250328 -83,7391,True,0.0,0.0,0.0027035308152290357,0.014402661815710411,0.5526375341806814,2,1,266.0035409588025,none,,,0,119,SZ300128,锦富技术,20250331 -83,7392,True,0.0,0.0,0.0027035308152290423,0.012846906052629338,0.5956493261235324,2,1,294.2990025443992,none,,,0,119,SZ300128,锦富技术,20250401 -83,7393,True,0.0,0.0,0.002703530815229039,0.010716962963613708,0.6617912793131004,2,1,351.8537303186975,none,,,0,119,SZ300128,锦富技术,20250402 -83,7394,True,0.0,0.0,0.002703530815229082,0.01071696296361371,0.660827320000543,2,1,350.8537303186993,none,,,0,119,SZ300128,锦富技术,20250403 -83,7517,True,0.0,0.0,-0.01859169318054183,0.011133521902581253,0.11333660346391432,2,2,134.21102130176507,none,,,0,119,SZ300128,锦富技术,20250804 -83,7518,True,0.0,0.0,-0.018591693180541817,0.011133521902581269,0.10668052209863675,2,2,133.21102130176493,none,,,0,119,SZ300128,锦富技术,20250805 -83,7519,True,0.0,0.0,-0.018591693180541855,0.011133521902581257,0.0999237519813983,2,2,132.21102130176493,none,,,0,119,SZ300128,锦富技术,20250806 -83,7520,True,0.0,0.0,-0.018591693180541848,0.01113352190258125,0.09306399097131797,2,2,131.21102130176484,none,,,0,119,SZ300128,锦富技术,20250807 -83,7521,True,0.0,0.0,-0.018591693180541862,0.011133521902581251,0.08609886620721151,2,2,130.21102130176504,none,,,0,119,SZ300128,锦富技术,20250808 -83,7524,True,0.0,0.0,-0.018591693180541883,0.011133521902581269,0.07902593137096012,2,2,129.2110213017649,none,,,0,119,SZ300128,锦富技术,20250811 -83,7525,True,0.0,0.0,-0.01859169318054187,0.011133521902581272,0.07184266382283348,2,2,128.21102130176484,none,,,0,119,SZ300128,锦富技术,20250812 -83,7526,True,0.5340748139709017,0.0,-0.01859169318054186,0.011133521902581262,0.06454646160168033,2,2,127.2110213017649,up,True,,0,119,SZ300128,锦富技术,20250813 -83,7527,True,0.09176348320222855,0.0,-0.018591693180541814,0.011133521902581265,0.05713464028251412,2,2,126.2110213017651,up,True,,0,119,SZ300128,锦富技术,20250814 -83,7528,True,0.0,0.0,-0.011844858388380522,0.011133521902581265,0.24337409177065564,2,2,157.27719432511074,none,,,0,119,SZ300128,锦富技术,20250815 -83,7531,True,0.0,0.0,-0.01153694167354313,0.011133521902581262,0.24776888354180562,2,2,158.19606155126857,none,,,0,119,SZ300128,锦富技术,20250818 -83,7552,True,0.0,0.0,-0.011536941673543162,0.011133521902581248,0.16897155752154194,2,3,143.19606155126843,none,,,0,119,SZ300128,锦富技术,20250908 -83,7553,True,0.0,0.0,-0.010483997650542492,0.01113352190258126,0.17421450497111884,2,2,144.10521947450536,none,,,0,119,SZ300128,锦富技术,20250909 -83,7554,True,0.0,0.027195989598163613,-0.009810129323312395,0.011133521902581265,0.17605885927117998,2,2,144.42779237208396,down,False,,0,119,SZ300128,锦富技术,20250910 -83,7555,True,0.0,0.0,-0.009107510536487038,0.011133521902581246,0.1787471987473701,2,2,144.9005711986531,none,,,0,119,SZ300128,锦富技术,20250911 -83,7556,True,0.0,0.055169492512544806,-0.004107098008202069,0.011133521902581232,0.24828296545016787,3,2,158.3042481819818,down,False,,0,119,SZ300128,锦富技术,20250912 -83,7559,True,0.0,0.030612852951513808,-0.003962854632657152,0.011133521902581269,0.2461738680933666,3,2,157.8613356093351,down,False,,0,119,SZ300128,锦富技术,20250915 -83,7560,True,0.0,0.0,-0.003962854632657172,0.01113352190258126,0.24136818332102658,3,2,156.86133560933507,none,,,0,119,SZ300128,锦富技术,20250916 -83,7561,True,0.0,0.0,-0.003962854632657142,0.011133521902581251,0.23650083239199138,3,2,155.86133560933536,none,,,0,119,SZ300128,锦富技术,20250917 -83,7562,True,0.0,0.0,-0.003962854632657146,0.011133521902581264,0.23157062069903442,3,2,154.86133560933524,none,,,0,119,SZ300128,锦富技术,20250918 -83,7563,True,0.0,0.0,-0.0016912057489149117,0.011133521902581272,0.2756598988541019,3,2,164.287466359716,none,,,0,119,SZ300128,锦富技术,20250919 -83,7566,True,0.0,0.0242128500178731,-0.0013840403580558103,0.01113352190258127,0.2787340876792886,3,2,164.98769450660885,down,False,,0,119,SZ300128,锦富技术,20250922 -83,7567,True,0.0,0.0,0.0010104411971180829,0.011133521902581255,0.36398310917463444,3,2,187.1019492038528,none,,,0,119,SZ300128,锦富技术,20250923 -83,7568,True,0.0,0.0,0.004499689148598665,0.011133521902581272,0.48309837450476273,3,2,230.2178869837904,none,,,0,119,SZ300128,锦富技术,20250924 -83,7569,True,0.0,0.0,0.006559219891272355,0.011133521902581251,0.6115007737011187,3,3,306.30691631918614,none,,,0,119,SZ300128,锦富技术,20250925 -83,7570,True,0.0,0.0,0.006559219891272365,0.011133521902581265,0.610228286228569,3,3,305.3069163191862,none,,,0,119,SZ300128,锦富技术,20250926 -83,7573,True,0.0,0.0,0.006559219891272358,0.011133521902581253,0.6089474355713244,3,3,304.3069163191859,none,,,0,119,SZ300128,锦富技术,20250929 -85,7343,True,0.0,0.0,-0.010981373889523008,0.014012734265963809,0.2195080689940368,3,2,152.46794396275544,none,,,0,119,SZ300228,富瑞特装,20250211 -85,7344,True,0.0,0.0,-0.010981373889523098,0.014012734265963807,0.2143552167760237,3,2,151.467943962755,none,,,0,119,SZ300228,富瑞特装,20250212 -85,7345,True,0.0,0.0,-0.010981373889523038,0.014012734265963802,0.20913387352820093,3,2,150.46794396275533,none,,,0,119,SZ300228,富瑞特装,20250213 -85,7346,True,0.0,0.0,-0.010981373889523026,0.014012734265963786,0.20384266455386266,3,2,149.4679439627555,none,,,0,119,SZ300228,富瑞特装,20250214 -85,7349,True,0.0,0.0,-0.010981373889523117,0.014012734265963814,0.1984801781194417,3,2,148.46794396275487,none,,,0,119,SZ300228,富瑞特装,20250217 -85,7350,True,0.0,0.0,-0.01098137388952304,0.014012734265963823,0.1930449641987624,3,2,147.4679439627552,none,,,0,119,SZ300228,富瑞特装,20250218 -85,7351,True,0.0,0.0,-0.010981373889522987,0.014012734265963821,0.18753553316581045,3,2,146.46794396275538,none,,,0,119,SZ300228,富瑞特装,20250219 -85,7352,True,0.0,0.0,-0.010981373889523052,0.014012734265963778,0.18195035443363466,3,2,145.46794396275547,none,,,0,119,SZ300228,富瑞特装,20250220 -85,7353,True,0.0,0.0,-0.010981373889523045,0.014012734265963818,0.176287855036693,3,2,144.4679439627553,none,,,0,119,SZ300228,富瑞特装,20250221 -85,7356,True,0.0,0.0,-0.01098137388952307,0.01401273426596381,0.17054641815391997,3,2,143.46794396275521,none,,,0,119,SZ300228,富瑞特装,20250224 -85,7357,True,0.0,0.0,-0.010981373889523053,0.014012734265963816,0.16472438156958555,3,2,142.46794396275524,none,,,0,119,SZ300228,富瑞特装,20250225 -85,7358,True,0.0,0.0,-0.010981373889523034,0.014012734265963804,0.1588200360688808,3,2,141.4679439627552,none,,,0,119,SZ300228,富瑞特装,20250226 -85,7359,True,0.05516038703831951,0.0,-0.010981373889523088,0.014012734265963788,0.15283162376497464,3,2,140.46794396275538,up,True,,0,119,SZ300228,富瑞特装,20250227 -85,7546,True,0.0,0.0,-0.013544506983939516,0.01753809091246881,0.08850867246095795,1,2,130.55527398301317,none,,,0,119,SZ300228,富瑞特装,20250902 -85,7547,True,0.0,0.0,-0.013544506983939495,0.01604984961958225,0.11959565532280328,1,1,135.16516668671343,none,,,0,119,SZ300228,富瑞特装,20250903 -85,7548,True,0.0,0.0,-0.013544506983939518,0.015313282149482223,0.13237288797536612,1,1,137.15569551798575,none,,,0,119,SZ300228,富瑞特装,20250904 -85,7549,True,0.0,0.0,-0.013544506983939565,0.0153132821494822,0.12600057201220335,1,1,136.15569551798555,none,,,0,119,SZ300228,富瑞特装,20250905 -85,7552,True,0.0,0.0,-0.01354450698393956,0.015313282149482231,0.11953396011961194,1,1,135.1556955179853,none,,,0,119,SZ300228,富瑞特装,20250908 -86,7421,True,0.0,0.0,-0.02084444627718908,-0.006745688407366472,0.6135049371321535,2,2,307.8952655100006,none,,,0,119,SZ300278,华昌达,20250430 -86,7427,True,0.0,0.0,-0.02084444627718907,-0.012334949998387015,0.7300479663087637,2,2,440.81905356604506,none,,,0,119,SZ300278,华昌达,20250506 -86,7428,True,0.0,0.0,-0.020844446277189083,-0.012334949998387041,0.7294341865475127,2,2,439.81905356604483,none,,,0,119,SZ300278,华昌达,20250507 -86,7429,True,0.0,0.0,-0.020844446277189056,-0.012334949998387006,0.728817609370077,2,2,438.81905356604415,none,,,0,119,SZ300278,华昌达,20250508 -86,7430,True,0.0,0.0,-0.020844446277189052,-0.012334949998387015,0.7281982156081549,2,2,437.8190535660454,none,,,0,119,SZ300278,华昌达,20250509 -86,7433,True,0.0,0.0,-0.02084444627718899,-0.012334949998387051,0.7275759859179162,2,2,436.8190535660495,none,,,0,119,SZ300278,华昌达,20250512 -86,7434,True,0.0,0.0,-0.020844446277189017,-0.012334949998387025,0.7269509007779857,2,2,435.8190535660473,none,,,0,119,SZ300278,华昌达,20250513 -86,7435,True,0.0,0.0,-0.02084444627718903,-0.012334949998387025,0.7263229404874169,2,2,434.81905356604653,none,,,0,119,SZ300278,华昌达,20250514 -86,7436,True,0.0,0.0,-0.020844446277189073,-0.012334949998387038,0.7256920851636056,2,2,433.81905356604534,none,,,0,119,SZ300278,华昌达,20250515 -86,7437,True,0.0,0.0,-0.020844446277189045,-0.012334949998387022,0.7250583147402009,2,2,432.819053566046,none,,,0,119,SZ300278,华昌达,20250516 -86,7440,True,0.0,0.0,-0.020844446277189104,-0.012334949998387006,0.7244216089649689,2,2,431.81905356604307,none,,,0,119,SZ300278,华昌达,20250519 -86,7441,True,0.0,0.0,-0.020844446277189083,-0.01233494999838702,0.7237819473976506,2,2,430.8190535660442,none,,,0,119,SZ300278,华昌达,20250520 -86,7442,True,0.0,0.0,-0.02084444627718904,-0.012334949998387034,0.7231393094077566,2,2,429.8190535660465,none,,,0,119,SZ300278,华昌达,20250521 -86,7456,True,0.0,0.0,-0.02410215707818431,-0.012334949998387006,0.6110829280431842,2,2,305.9778255586923,none,,,0,119,SZ300278,华昌达,20250604 -86,7457,True,0.0,0.0,-0.02410215707818435,-0.012334949998387024,0.6098076973891368,2,2,304.9778255586915,none,,,0,119,SZ300278,华昌达,20250605 -86,7458,True,0.0,0.0,-0.024102157078184347,-0.012334949998387027,0.6085240764477292,2,2,303.977825558692,none,,,0,119,SZ300278,华昌达,20250606 -86,7461,True,0.0,0.0,-0.024102157078184396,-0.012334949998387043,0.6072319821407258,2,2,302.977825558691,none,,,0,119,SZ300278,华昌达,20250609 -86,7462,True,0.0,0.0,-0.02410215707818434,-0.012334949998387006,0.6059313302894436,2,2,301.97782555869134,none,,,0,119,SZ300278,华昌达,20250610 -86,7463,True,0.0,0.0,-0.02410215707818433,-0.012334949998387018,0.6046220355964586,2,2,300.9778255586926,none,,,0,119,SZ300278,华昌达,20250611 -86,7464,True,0.0,0.0,-0.02410215707818434,-0.012334949998387032,0.6033040116269625,2,2,299.97782555869196,none,,,0,119,SZ300278,华昌达,20250612 -86,7465,True,0.0,0.0,-0.020132205521517867,-0.01233494999838705,0.7164198468572409,1,2,419.63444437556745,none,,,0,119,SZ300278,华昌达,20250613 -86,7654,True,0.0852008695128598,0.0,-0.015347054632970083,-0.0014310611693771676,0.2699199721914114,2,2,162.99582986428342,up,True,,0,119,SZ300278,华昌达,20251219 -86,7657,True,0.16797280709195767,0.0,-0.015347054632970128,-0.0014310611693771785,0.2654131893413812,2,2,161.99582986428314,up,True,,0,119,SZ300278,华昌达,20251222 -86,7658,True,0.08322819804025709,0.0,-0.015347054632970118,-0.001431061169377146,0.2608504201610992,2,2,160.99582986428308,up,False,,0,119,SZ300278,华昌达,20251223 -86,7659,True,0.3060068403438366,0.0,-0.015347054632970099,-0.0014310611693771535,0.25623061487951315,2,2,159.9958298642833,up,False,,0,119,SZ300278,华昌达,20251224 -86,7660,True,0.44891001744922976,0.0,-0.01534705463297013,-0.00143106116937716,0.25155269731553925,2,2,158.99582986428297,up,True,,0,119,SZ300278,华昌达,20251225 -86,7661,True,0.3833202883102097,0.0,-0.015347054632970107,-0.0014310611693771596,0.24681556404229282,2,2,157.9958298642832,up,False,,0,119,SZ300278,华昌达,20251226 -86,7664,True,0.3923635141383873,0.0,-0.015347054632970128,-0.001431061169377176,0.24201808351934598,2,2,156.99582986428314,up,False,,0,119,SZ300278,华昌达,20251229 -86,7665,True,0.0,0.0,-0.008854500104561444,-0.0016127897753973439,0.5584382479157982,2,2,269.4979794746984,none,,,0,119,SZ300278,华昌达,20251230 -86,7666,True,0.0,0.0,-0.008620626978555066,-0.0024072708598318997,0.6083486918227614,2,2,303.84170182867757,none,,,0,119,SZ300278,华昌达,20251231 -86,7671,True,0.0,0.0,-0.00862062697855508,-0.002407270859831917,0.6070554376050883,2,2,302.8417018286777,none,,,0,119,SZ300278,华昌达,20260105 -86,7672,True,0.0,0.0,-0.008620626978555083,-0.002407270859831947,0.6057536142983223,2,2,301.84170182867854,none,,,0,119,SZ300278,华昌达,20260106 -86,7673,True,0.0,0.0,-0.00862062697855505,0.010178820924622628,0.1434564063094503,2,2,138.93046527529347,none,,,0,119,SZ300278,华昌达,20260107 -86,7674,True,0.0,0.0,-0.008620626978555089,0.010178820924622568,0.1372464396281888,2,3,137.93046527529359,none,,,0,119,SZ300278,华昌达,20260108 -86,7675,True,0.0,0.0,-0.007189128983309607,0.010178820924622469,0.18534193729495027,2,3,146.07355582397815,none,,,0,119,SZ300278,华昌达,20260109 -86,7678,True,0.0,0.0,-0.0009497457721064386,0.010178820924622255,0.43972167504349546,1,3,212.39443808438995,none,,,0,119,SZ300278,华昌达,20260112 -86,7679,True,0.0,0.0,-0.0009497457721064418,0.014990239447353178,0.2752185482721429,1,2,164.18742465926462,none,,,0,119,SZ300278,华昌达,20260113 -86,7680,True,0.0,0.0,-0.0009497457721064258,0.014990239447353206,0.2707771432236762,1,2,163.18742465926448,none,,,0,119,SZ300278,华昌达,20260114 -87,7346,True,0.08664271347943224,0.0,-0.034005764438260574,0.019600593666260224,0.12392588919847727,3,2,135.8332571785811,up,False,,0,119,SZ300328,宜安科技,20250214 -87,7349,True,0.26007930775383603,0.0,-0.03400576443826052,0.018259346378783212,0.1240691526520962,3,2,135.85547347750312,up,False,,0,119,SZ300328,宜安科技,20250217 -87,7350,True,0.0,0.0,-0.034005764438260526,0.018259346378783237,0.11757382231984796,3,2,134.8554734775029,none,,,0,119,SZ300328,宜安科技,20250218 -87,7351,True,0.32525947788859716,0.0,-0.03400576443826052,0.01825934637878322,0.11098144208499439,3,2,133.85547347750298,up,False,,0,119,SZ300328,宜安科技,20250219 -87,7352,True,0.8274672944149656,0.0,-0.03400576443826054,0.018259346378783237,0.10428982047058125,3,2,132.85547347750284,up,True,,0,119,SZ300328,宜安科技,20250220 -87,7353,True,0.5972851910427656,0.0,-0.03400576443826057,0.018259346378783202,0.09749669951848028,3,2,131.85547347750307,up,False,,0,119,SZ300328,宜安科技,20250221 -87,7356,True,1.0,0.0,-0.03400576443826045,0.020720129853433956,0.07765081103194477,3,2,129.01838200035698,up,True,,0,119,SZ300328,宜安科技,20250224 -87,7357,True,0.0,0.0,0.005663239911005471,0.02072012985343394,0.6593906913872073,1,2,349.3738925828364,none,,,0,119,SZ300328,宜安科技,20250225 -87,7490,True,0.0,0.0,-0.03557372995646863,0.029690856335204317,0.17475584521144463,2,1,144.19974901911334,none,,,0,119,SZ300328,宜安科技,20250708 -87,7491,True,0.0,0.0,-0.035573729956468535,0.023544861508357374,0.21363610187999893,2,1,151.329429395855,none,,,0,119,SZ300328,宜安科技,20250709 -87,7526,True,0.0,0.0,-0.018942718761379665,0.0567566802887335,0.05640533904461795,2,3,126.11347321477365,none,,,0,119,SZ300328,宜安科技,20250813 -87,7527,True,0.0,0.0,-0.00782009381016869,0.05675668028873359,0.17603586217716127,1,3,144.4237613477133,none,,,0,119,SZ300328,宜安科技,20250814 -87,7528,True,0.0,0.0,-0.007820093810168719,0.05675668028873352,0.17029089962646346,1,3,143.4237613477133,none,,,0,119,SZ300328,宜安科技,20250815 -87,7682,True,0.0,0.0,-0.03476198449006271,0.0428001767133067,0.24192304213219432,1,3,156.97614703222698,none,,,0,119,SZ300328,宜安科技,20260116 -87,7685,True,0.0,0.0,-0.034761984490062715,0.04259940412524638,0.23801341949921365,1,3,156.1707293083716,none,,,0,119,SZ300328,宜安科技,20260119 -87,7686,True,0.0,0.0,-0.03476198449006271,0.04250935724586037,0.2335354803632706,1,3,155.25832827382646,none,,,0,119,SZ300328,宜安科技,20260120 -89,7188,True,0.0,0.0,0.0007092343865195266,0.011132621318780449,0.7748122879691389,2,1,528.448017552981,none,,,0,119,SZ300429,强力新材,20240909 -89,7189,True,0.0,0.0,0.0007092343865194118,0.011132621318780456,0.7743853497599924,2,1,527.4480175529754,none,,,0,119,SZ300429,强力新材,20240910 -89,7190,True,0.0,0.0,0.0007092343865195248,0.011132621318780407,0.7739567895931464,2,1,526.4480175529837,none,,,0,119,SZ300429,强力新材,20240911 -89,7191,True,0.0,0.018221889673638716,-0.026328414754591984,0.01113262131878045,0.3696611175134473,2,1,188.78733853537693,down,False,,0,119,SZ300429,强力新材,20240912 -89,7192,True,0.0,0.0,-0.02632841475459186,0.006931119457208511,0.4322915975266727,2,1,209.6146533705585,none,,,0,119,SZ300429,强力新材,20240913 -89,7421,True,0.0,0.0,-0.059745598859385754,-0.014521989378765454,0.33298692949453634,2,2,178.4072985403743,none,,,0,119,SZ300429,强力新材,20250430 -89,7427,True,0.0,0.0,-0.05974559885938576,-0.01452198937876544,0.32922714578781576,2,2,177.4072985403744,none,,,0,119,SZ300429,强力新材,20250506 -89,7428,True,0.0,0.0,-0.0597455988593859,-0.014521989378765386,0.3254247359115644,2,2,176.40729854037352,none,,,0,119,SZ300429,强力新材,20250507 -89,7429,True,0.0,0.0,-0.05974559885938573,-0.014521989378765447,0.32157897082823417,2,2,175.4072985403744,none,,,0,119,SZ300429,强力新材,20250508 -89,7430,True,0.0,0.0,-0.05974559885938578,-0.014521989378765376,0.3176891047799114,2,2,174.40729854037423,none,,,0,119,SZ300429,强力新材,20250509 -89,7433,True,0.0,0.0,-0.05974559885938581,-0.014521989378765445,0.31375437480624,2,2,173.40729854037406,none,,,0,119,SZ300429,强力新材,20250512 -89,7434,True,0.0,0.0,-0.03716344922140239,-0.014521989378765395,0.5601663188896182,2,2,270.5568152479333,none,,,0,119,SZ300429,强力新材,20250513 -89,7435,True,0.0,0.0,-0.035501343570306355,-0.014521989378765495,0.5826453144817553,2,2,285.1291817946966,none,,,0,119,SZ300429,强力新材,20250514 -89,7436,True,0.0,0.0,-0.030570196648130505,-0.01452198937876546,0.6593286869016312,2,2,349.31030416887097,none,,,0,119,SZ300429,强力新材,20250515 -89,7437,True,0.0,0.0,-0.025228075677665152,-0.01452198937876538,0.7554874315504811,2,2,486.68254869102304,none,,,0,119,SZ300429,强力新材,20250516 -89,7468,True,0.0,0.0,-0.026430350864838966,-0.014521989378765414,0.719812105223062,2,2,424.71499382490384,none,,,0,119,SZ300429,强力新材,20250616 -89,7469,True,0.0,0.0,-0.026430350864838918,-0.014521989378765405,0.7191508402245138,2,2,423.7149938249053,none,,,0,119,SZ300429,强力新材,20250617 -89,7470,True,0.0,0.0,-0.02643035086483927,-0.01452198937876544,0.7184864465694953,2,2,422.71499382489503,none,,,0,119,SZ300429,强力新材,20250618 -89,7471,True,0.0,0.0,-0.02643035086483903,-0.014521989378765457,0.7178189020013622,2,2,421.71499382490384,none,,,0,119,SZ300429,强力新材,20250619 -89,7491,True,0.0,0.0,0.016586792555397415,0.05134626016988572,0.42653811349512477,2,2,207.51161114695688,none,,,0,119,SZ300429,强力新材,20250709 -89,7492,True,0.0,0.0,0.016586792555397363,0.05134626016988578,0.4237612144950137,2,2,206.5116111469562,none,,,0,119,SZ300429,强力新材,20250710 -89,7493,True,0.0,0.0,0.01658679255539738,0.05134626016988571,0.4209572912408059,2,2,205.51161114695677,none,,,0,119,SZ300429,强力新材,20250711 -89,7496,True,0.0,0.0,0.016586792555397384,0.05134626016988557,0.41812594731118075,2,2,204.51161114695734,none,,,0,119,SZ300429,强力新材,20250714 -89,7497,True,0.0,0.0,0.016586792555397394,0.05134626016988569,0.41526677849319665,2,2,203.51161114695694,none,,,0,119,SZ300429,强力新材,20250715 -89,7498,True,0.0,0.0,0.016586792555397342,0.05134626016988573,0.4123793725899235,2,2,202.51161114695643,none,,,0,119,SZ300429,强力新材,20250716 -89,7499,True,0.0,0.0,0.01658679255539738,0.051346260169885805,0.40946330922233115,2,2,201.5116111469564,none,,,0,119,SZ300429,强力新材,20250717 -89,7500,True,0.0,0.0,0.016586792555397425,0.05134626016988564,0.40651815962526217,2,2,200.51161114695734,none,,,0,119,SZ300429,强力新材,20250718 -89,7503,True,0.0,0.0,0.01658679255539733,0.05134626016988563,0.4035434864372544,2,2,199.51161114695677,none,,,0,119,SZ300429,强力新材,20250721 -89,7504,True,0.0,0.0,0.01658679255539741,0.05134626016988564,0.4005388434840469,3,2,198.511611146957,none,,,0,119,SZ300429,强力新材,20250722 -89,7505,True,0.0,0.01771020397420392,0.016586792555397363,0.05134626016988562,0.39750377555545735,3,2,197.5116111469566,down,False,,0,119,SZ300429,强力新材,20250723 -89,7506,True,0.0,0.0,0.01658679255539734,0.05134626016988555,0.3944378181754956,3,2,196.51161114695722,none,,,0,119,SZ300429,强力新材,20250724 -89,7507,True,0.0,0.0,0.016586792555397464,0.0513462601698858,0.39134049736537857,3,2,195.51161114695637,none,,,0,119,SZ300429,强力新材,20250725 -89,7510,True,0.0,0.2314772056958338,0.016586792555397363,0.06660463854918582,0.20081554689977846,3,2,148.90179549711135,down,False,,0,119,SZ300429,强力新材,20250728 -89,7511,True,0.0,0.0,0.01658679255539739,0.04203213382926902,0.5206242530621837,3,2,248.23950890330798,none,,,0,119,SZ300429,强力新材,20250729 -89,7512,True,0.0,0.0,0.01658679255539741,0.04203213382926901,0.518685340672881,3,2,247.23950890330812,none,,,0,119,SZ300429,强力新材,20250730 -89,7513,True,0.0,0.0,0.016586792555397353,0.0420321338292691,0.516730680100858,3,2,246.23950890330713,none,,,0,119,SZ300429,强力新材,20250731 -89,7514,True,0.0,0.0,0.016586792555397422,0.042032133829269146,0.5147600786995581,3,2,245.23950890330744,none,,,0,119,SZ300429,强力新材,20250801 -89,7517,True,0.0,0.0,0.016586792555397346,0.042032133829269104,0.5127733406673717,3,2,244.23950890330704,none,,,0,119,SZ300429,强力新材,20250804 -89,7518,True,0.0,0.0,0.016586792555397363,0.042032133829269104,0.5107702669827989,3,3,243.2395089033071,none,,,0,119,SZ300429,强力新材,20250805 -89,7519,True,0.0,0.0,0.016586792555397398,0.04203213382926906,0.5087506553379779,2,3,242.23950890330772,none,,,0,119,SZ300429,强力新材,20250806 -89,7520,True,0.0,0.0,0.01658679255539741,0.04203213382926907,0.5067143000705708,2,3,241.23950890330786,none,,,0,119,SZ300429,强力新材,20250807 -89,7521,True,0.0,0.0,0.016586792555397325,0.04203213382926901,0.5046609920939543,2,3,240.2395089033076,none,,,0,119,SZ300429,强力新材,20250808 -89,7524,True,0.0,0.0,0.016586792555397297,0.04203213382926906,0.5025905188256505,2,3,239.23950890330693,none,,,0,119,SZ300429,强力新材,20250811 -89,7525,True,0.0,0.0,0.01658679255539742,0.04203213382926911,0.5005026641139626,2,3,238.23950890330735,none,,,0,119,SZ300429,强力新材,20250812 -89,7526,True,0.0,0.0,0.016586792555397387,0.042032133829269035,0.49839720816273825,2,3,237.23950890330767,none,,,0,119,SZ300429,强力新材,20250813 -89,7527,True,0.0,0.0,0.016586792555397366,0.042032133829269056,0.4962739274542491,2,3,236.23950890330738,none,,,0,119,SZ300429,强力新材,20250814 -89,7528,True,0.0,0.0,0.016586792555397394,0.04203213382926914,0.49413259467008264,2,3,235.23950890330732,none,,,0,119,SZ300429,强力新材,20250815 -89,7531,True,0.0,0.05267345364596873,0.016586792555397446,0.06128966525668566,0.18635403943501236,2,3,146.25525814368646,down,True,,0,119,SZ300429,强力新材,20250818 -89,7532,True,0.0,0.0,0.016586792555397387,0.040859128759666095,0.5105091564981595,2,3,243.10975696433562,none,,,0,119,SZ300429,强力新材,20250819 -89,7533,True,0.0,0.0,0.01658679255539743,0.04085912875966613,0.5084873840192674,2,3,242.1097569643356,none,,,0,119,SZ300429,强力新材,20250820 -89,7534,True,0.0,0.0,0.016586792555397377,0.04085912875966614,0.5064488409832261,2,3,241.10975696433465,none,,,0,119,SZ300429,强力新材,20250821 -89,7535,True,0.0,0.0,0.016586792555397318,0.040859128759666116,0.5043933178539011,2,3,240.10975696433454,none,,,0,119,SZ300429,强力新材,20250822 -89,7538,True,0.0,0.0,0.016586792555397408,0.040859128759666075,0.5023206015898827,2,3,239.10975696433596,none,,,0,119,SZ300429,强力新材,20250825 -89,7539,True,0.0,0.0,0.016586792555397353,0.04085912875966615,0.5002304755708752,2,3,238.10975696433462,none,,,0,119,SZ300429,强力新材,20250826 -89,7540,True,0.0,0.0,0.028381815751268757,0.04085912875966611,0.6929182871222342,2,3,387.5190055598267,none,,,0,119,SZ300429,强力新材,20250827 -89,7541,True,0.0,0.0,0.028381815751268656,0.04085912875966607,0.6921238068807424,2,3,386.5190055598248,none,,,0,119,SZ300429,强力新材,20250828 -89,7546,True,0.0,0.07390047563186744,0.028381815751268663,0.04085912875966609,0.689715507511042,2,3,383.51900555982456,down,False,,0,119,SZ300429,强力新材,20250902 -89,7547,True,0.0,0.17832516243664345,0.028381815751268694,0.040859128759666054,0.6889043465282452,2,3,382.51900555982667,down,False,,0,119,SZ300429,强力新材,20250903 -89,7548,True,0.0,0.3702133975874215,0.028381815751268687,0.04085912875966606,0.6880889332750697,2,3,381.519005559826,down,False,,0,119,SZ300429,强力新材,20250904 -89,7549,True,0.0,0.20314214697727773,0.028381815751268566,0.04085912875966608,0.6872692342267461,2,3,380.51900555982184,down,False,,0,119,SZ300429,强力新材,20250905 -89,7552,True,0.0,0.12448402945279742,0.028381815751268642,0.04085912875966613,0.6864452155051771,2,3,379.5190055598232,down,False,,0,119,SZ300429,强力新材,20250908 -89,7553,True,0.0,0.3184457142227804,0.02838181575126866,0.04085912875966603,0.6856168428742432,2,2,378.51900555982587,down,False,,0,119,SZ300429,强力新材,20250909 -89,7554,True,0.0,0.5157971393431102,0.028381815751268694,0.04359195382045292,0.6186208005831727,2,2,312.0254072114174,down,False,,0,119,SZ300429,强力新材,20250910 -89,7555,True,0.0,1.0,0.028381815751268587,0.06332026408432145,0.16302106970776964,2,2,142.17801152826064,down,False,,0,119,SZ300429,强力新材,20250911 -89,7567,True,0.0,0.0,-0.0009671177386290019,0.029895100401247113,0.41573545073083523,2,1,203.67485952870615,none,,,0,119,SZ300429,强力新材,20250923 -89,7568,True,0.0,0.0,-0.0009671177386289799,0.029895100401247095,0.412852682978449,2,1,202.6748595287069,none,,,0,119,SZ300429,强力新材,20250924 -89,7569,True,0.0,0.0,-0.0009671177386291706,0.029895100401247134,0.40994132695522223,2,2,201.67485952870567,none,,,0,119,SZ300429,强力新材,20250925 -89,7570,True,0.0,0.0,-0.000967117738629126,0.029895100401247116,0.40700095527921726,2,2,200.67485952870618,none,,,0,119,SZ300429,强力新材,20250926 -89,7573,True,0.0,0.0,-0.0009671177386291298,0.02989510040124708,0.4040311320069224,2,2,199.67485952870646,none,,,0,119,SZ300429,强力新材,20250929 -89,7574,True,0.0,0.0,-0.0009671177386289711,0.026482415892600104,0.4355330396244724,2,2,210.8183620186235,none,,,0,119,SZ300429,强力新材,20250930 -89,7583,True,0.0,0.0,-0.0009671177386291593,0.026482415892600055,0.43284277479280814,2,2,209.81836201862257,none,,,0,119,SZ300429,强力新材,20251009 -89,7584,True,0.0,0.0,-0.0009671177386290246,0.026482415892600062,0.43012674340685186,2,2,208.81836201862362,none,,,0,119,SZ300429,强力新材,20251010 -89,7587,True,0.0,0.0,0.0001579064669984677,0.026482415892600045,0.4452738675042302,2,2,214.52027050646913,none,,,0,119,SZ300429,强力新材,20251013 -89,7588,True,0.0,0.0,0.0001579064669984355,0.026482415892600076,0.4426758653043444,2,2,213.5202705064688,none,,,0,119,SZ300429,强力新材,20251014 -89,7589,True,0.0,0.0,0.00015790646699845475,0.026482415892600045,0.4400534136512987,2,2,212.52027050646913,none,,,0,119,SZ300429,强力新材,20251015 -89,7590,True,0.0,0.0,0.00015790646699845564,0.026482415892600045,0.43740616577756963,2,2,211.5202705064689,none,,,0,119,SZ300429,强力新材,20251016 -89,7591,True,0.0,0.0961527464480419,0.00015790646699851728,0.026482415892600062,0.434733768326869,2,2,210.52027050646913,down,False,,0,119,SZ300429,强力新材,20251017 -89,7594,True,0.0,0.07088590520918313,0.00015790646699848966,0.026482415892600107,0.4320358611968957,2,2,209.5202705064688,down,False,,0,119,SZ300429,强力新材,20251020 -89,7595,True,0.0,0.0,0.0001579064669984832,0.026482415892600048,0.4293120773775901,2,2,208.52027050646936,none,,,0,119,SZ300429,强力新材,20251021 -89,7596,True,0.0,0.0,0.0001579064669984652,0.026482415892600045,0.4265620427846815,2,2,207.52027050646925,none,,,0,119,SZ300429,强力新材,20251022 -89,7597,True,0.0,0.04173732030218206,0.00015790646699850912,0.026482415892600048,0.42378537608843403,2,2,206.5202705064692,down,False,,0,119,SZ300429,强力新材,20251023 -89,7598,True,0.0,0.0,0.0001579064669985032,0.026482415892600048,0.4209816885373641,2,2,205.52027050646922,none,,,0,119,SZ300429,强力新材,20251024 -89,7601,True,0.0,0.0,0.0001579064669985534,0.026482415892600066,0.4181505837768013,2,2,204.5202705064696,none,,,0,119,SZ300429,强力新材,20251027 -89,7602,True,0.0,0.0,0.00015790646699845553,0.02356586968608523,0.45422424671315287,2,2,218.03826806768444,none,,,0,119,SZ300429,强力新材,20251028 -89,7603,True,0.0,0.0,0.0001579064669985194,0.02507353917641651,0.4309188393753012,2,2,209.10901332486543,none,,,0,119,SZ300429,强力新材,20251029 -89,7604,True,0.0,0.10942431561988528,0.00015790646699852544,0.025073539176416436,0.4281843054330538,2,2,208.10901332486577,down,False,,0,119,SZ300429,强力新材,20251030 -89,7605,True,0.0,0.0315767497479907,0.00015790646699852335,0.025073539176416425,0.4254233647796888,2,2,207.10901332486586,down,False,,0,119,SZ300429,强力新材,20251031 -89,7608,True,0.0,0.015356912897505,0.0001579064669984455,0.02507353917641651,0.42263563305485097,3,2,206.10901332486512,down,False,,0,119,SZ300429,强力新材,20251103 -89,7609,True,0.0,0.11664157673620558,0.0001579064669985074,0.02507353917641649,0.41982071840246227,3,2,205.10901332486517,down,False,,0,119,SZ300429,强力新材,20251104 -89,7610,True,0.0,0.1804611535120782,0.00015790646699852994,0.025073539176416436,0.41697822128709217,3,2,204.10901332486603,down,False,,0,119,SZ300429,强力新材,20251105 -89,7611,True,0.0,0.13076503194364125,0.000157906466998475,0.025073539176416467,0.4141077343049093,3,2,203.10901332486586,down,False,,0,119,SZ300429,强力新材,20251106 -89,7612,True,0.0,0.14713012091526684,0.0001579064669983823,0.02507353917641649,0.41120884198903823,3,2,202.10901332486466,down,False,,0,119,SZ300429,强力新材,20251107 -89,7615,True,0.0,0.15881943025077622,0.00015790646699847123,0.02507353917641642,0.4082811206090963,3,2,201.10901332486597,down,False,,0,119,SZ300429,强力新材,20251110 -89,7616,True,0.0,0.17514645791117062,0.00015790646699844542,0.025073539176416488,0.40532413796468664,3,2,200.10901332486483,down,False,,0,119,SZ300429,强力新材,20251111 -89,7617,True,0.0,0.3557037571463226,0.00015790646699846125,0.02507353917641646,0.4023374531727506,3,2,199.10901332486583,down,False,,0,119,SZ300429,强力新材,20251112 -89,7618,True,0.0,0.3207842331344974,0.0001579064669984801,0.025073539176416516,0.39932061644837735,3,2,198.10901332486486,down,False,,0,119,SZ300429,强力新材,20251113 -89,7619,True,0.0,0.45382122131489633,0.00015790646699851918,0.025073539176416432,0.39627316887904135,3,2,197.10901332486577,down,False,,0,119,SZ300429,强力新材,20251114 -89,7622,True,0.0,0.35780457538312554,0.00015790646699850543,0.025073539176416432,0.3931946421918424,3,2,196.10901332486597,down,False,,0,119,SZ300429,强力新材,20251117 -89,7623,True,0.0,0.17761410700786603,0.00015790646699849635,0.016814031711481034,0.5354408179712866,3,3,256.156814036763,down,False,,0,119,SZ300429,强力新材,20251118 -89,7624,True,0.0,0.19153595260518894,0.00015790646699840715,0.02088893424968862,0.45651887623312704,3,3,218.95884658368598,down,False,,0,119,SZ300429,强力新材,20251119 -89,7625,True,0.0,0.24434729531094704,0.00015790646699853533,0.02088893424968869,0.45402537283886074,3,2,217.9588465836861,down,False,,0,119,SZ300429,强力新材,20251120 -89,7626,True,0.0,0.36808731616887924,0.00015790646699845364,0.02088893424968871,0.4515088834872685,3,2,216.95884658368533,down,True,,0,119,SZ300429,强力新材,20251121 -89,7629,True,0.0,0.11834223822700142,0.00015790646699852433,0.020888934249688643,0.44896908886811365,3,2,215.95884658368647,down,True,,0,119,SZ300429,强力新材,20251124 -89,7630,True,0.0,0.10922154526469362,0.00015790646699841702,0.020888934249688712,0.4464056637293488,3,2,214.95884658368533,down,True,,0,119,SZ300429,强力新材,20251125 -89,7631,True,0.0,0.26422071584227225,0.00015790646699845995,0.02088893424968868,0.4438182767383008,3,2,213.95884658368604,down,False,,0,119,SZ300429,强力新材,20251126 -89,7632,True,0.0,0.2294033161651985,0.00015790646699853221,0.020888934249688653,0.44120659033886916,3,2,212.95884658368678,down,False,,0,119,SZ300429,强力新材,20251127 -89,7633,True,0.0,0.15398492776352707,0.00015790646699847077,0.02088893424968866,0.43857026060473336,3,2,211.95884658368567,down,False,,0,119,SZ300429,强力新材,20251128 -89,7636,True,0.0,0.0,0.00015790646699843884,0.020888934249688674,0.43590893708838463,3,2,210.95884658368618,none,,,0,119,SZ300429,强力新材,20251201 -89,7637,True,0.0,0.0,0.0001579064669985045,0.020888934249688653,0.43322226266580116,3,2,209.9588465836865,none,,,0,119,SZ300429,强力新材,20251202 -89,7638,True,0.0,0.0,0.0001579064669984221,0.020888934249688594,0.43050987337671104,2,2,208.95884658368635,none,,,0,119,SZ300429,强力新材,20251203 -89,7639,True,0.0,0.17574271488445753,0.00015790646699851844,0.020888934249688625,0.4277713982602221,2,2,207.9588465836866,down,False,,0,119,SZ300429,强力新材,20251204 -89,7640,True,0.0,0.2528945451373564,0.0001579064669985484,0.021636867244370805,0.4045732626676265,2,3,199.85666168291823,down,False,,0,119,SZ300429,强力新材,20251205 -89,7643,True,0.0,0.17998158750218204,0.00015790646699853308,0.021636867244370833,0.40157901177206384,2,3,198.85666168291775,down,False,,0,119,SZ300429,强力新材,20251208 -89,7644,True,0.0,0.16709737874407296,0.00015790646699846955,0.021636867244370826,0.3985544940068391,2,3,197.8566616829175,down,False,,0,119,SZ300429,强力新材,20251209 -89,7645,True,0.0,0.08578641607655407,0.00015790646699844954,0.021636867244370805,0.39549924811954523,2,3,196.85666168291763,down,False,,0,119,SZ300429,强力新材,20251210 -89,7646,True,0.0,0.1648802774417994,0.00015790646699851714,0.019175783254832875,0.4424603460360739,2,3,213.43773335932005,down,False,,0,119,SZ300429,强力新材,20251211 -90,7188,True,0.0,0.0,-0.03747938377988441,-0.004926011889343338,0.46199415947543504,1,2,221.18718987134594,none,,,0,119,SZ300479,神思电子,20240909 -90,7189,True,0.0,0.0,-0.031420193590647294,-0.004926011889343392,0.5345714269234758,1,2,255.67832935867995,none,,,0,119,SZ300479,神思电子,20240910 -90,7190,True,0.0,0.0,-0.031420193590647225,-0.004926011889343532,0.532743911507273,1,2,254.67832935868154,none,,,0,119,SZ300479,神思电子,20240911 -90,7191,True,0.0,0.0,-0.03142019359064733,-0.0049260118893434506,0.5309019879591527,1,2,253.67832935867966,none,,,0,119,SZ300479,神思电子,20240912 -90,7192,True,0.0,0.0,-0.024690576193674325,-0.004926011889343462,0.6253174679891101,1,2,317.6022094260358,none,,,0,119,SZ300479,神思电子,20240913 -90,7197,True,0.0,0.0,-0.019684630897080706,-0.004926011889343357,0.7049338468343078,1,2,403.2993914187662,none,,,0,119,SZ300479,神思电子,20240918 -90,7199,True,0.0,0.0,-0.020473415354775024,-0.004926011889343406,0.6656333772254486,1,2,355.89676688583995,none,,,0,119,SZ300479,神思电子,20240920 -90,7202,True,0.0,0.0,-0.020473415354775013,-0.004926011889343415,0.6646912254394287,1,3,354.8967668858406,none,,,0,119,SZ300479,神思电子,20240923 -90,7203,True,0.0,0.0,-0.02047341535477498,-0.00492601188934335,0.6637437492092524,1,3,353.8967668858405,none,,,0,119,SZ300479,神思电子,20240924 -90,7204,True,0.0,0.0,-0.020473415354774982,-0.004926011889343374,0.6627909032714496,1,3,352.89676688584024,none,,,0,119,SZ300479,神思电子,20240925 -90,7205,True,0.0,0.0,-0.019989511973409393,-0.004926011889343396,0.6692570343041644,1,3,359.79601183547817,none,,,0,119,SZ300479,神思电子,20240926 -90,7206,True,0.0,0.0,-0.014089238855592354,-0.00492601188934346,0.7839080564844935,1,3,550.691516139105,none,,,0,119,SZ300479,神思电子,20240927 -90,7384,True,0.0,0.0,-0.025790850205733486,0.023483506142362876,0.5875804115983494,2,1,288.5410958805072,none,,,0,119,SZ300479,神思电子,20250324 -90,7385,True,0.0,0.0,-0.02579085020573326,0.01973432649129626,0.6099985309404253,2,1,305.12705576968534,none,,,0,119,SZ300479,神思电子,20250325 -90,7386,True,0.0,0.0,-0.025790850205733355,0.019571428358515133,0.6097811076409113,2,1,304.9570441876335,none,,,0,119,SZ300479,神思电子,20250326 -90,7387,True,0.0,0.0,-0.025790850205733264,0.012833189497944736,0.6544952232970869,2,1,344.42360286764944,none,,,0,119,SZ300479,神思电子,20250327 -90,7388,True,0.0,0.0,-0.025790850205733292,0.012833189497944564,0.6534891632190457,2,1,343.42360286765125,none,,,0,119,SZ300479,神思电子,20250328 -90,7391,True,0.0,0.0,-0.025790850205733445,0.007837219856159466,0.6892109234841529,2,1,382.89634028991435,none,,,0,119,SZ300479,神思电子,20250331 -90,7407,True,0.0,0.0,-0.025790850205733386,0.010380285931255876,0.6599005869427971,2,1,349.89769294304807,none,,,0,119,SZ300479,神思电子,20250416 -90,7408,True,0.0,0.0,-0.025790850205733153,0.01038028593125593,0.6589258043061232,2,1,348.89769294305,none,,,0,119,SZ300479,神思电子,20250417 -90,7409,True,0.0,0.0,-0.025790850205733334,0.010380285931255897,0.6579454178229334,2,1,347.8976929430487,none,,,0,119,SZ300479,神思电子,20250418 -90,7412,True,0.0,0.0,-0.025790850205733407,0.010380285931255959,0.656959379030702,2,1,346.8976929430478,none,,,0,119,SZ300479,神思电子,20250421 -90,7413,True,0.0,0.0,-0.025790850205733334,0.010380285931255954,0.6559676389064754,2,1,345.89769294304864,none,,,0,119,SZ300479,神思电子,20250422 -90,7414,True,0.0,0.0,-0.02579085020573332,0.010380285931256002,0.6549701478587449,2,1,344.8976929430485,none,,,0,119,SZ300479,神思电子,20250423 -90,7421,True,0.0,0.0,-0.02579085020573324,0.01038028593125596,0.6498946522124855,2,2,339.89769294304915,none,,,0,119,SZ300479,神思电子,20250430 -90,7427,True,0.0,0.0,-0.025790850205733313,0.010380285931255983,0.6488615813032462,2,2,338.89769294304824,none,,,0,119,SZ300479,神思电子,20250506 -90,7428,True,0.0,0.0,-0.02579085020573319,0.010380285931256061,0.647822395697573,2,2,337.8976929430487,none,,,0,119,SZ300479,神思电子,20250507 -90,7429,True,0.0,0.0,-0.025790850205733313,0.010380285931255933,0.6467770409454352,2,2,336.89769294304887,none,,,0,119,SZ300479,神思电子,20250508 -90,7430,True,0.0,0.0,-0.025790850205733223,0.010380285931256011,0.6457254619483909,2,2,335.89769294304915,none,,,0,119,SZ300479,神思电子,20250509 -90,7433,True,0.0,0.0,-0.02579085020573322,0.010380285931256011,0.6446676029499061,2,2,334.8976929430491,none,,,0,119,SZ300479,神思电子,20250512 -90,7434,True,0.0,0.0,-0.025790850205733348,0.010380285931255975,0.6436034075254978,2,2,333.89769294304824,none,,,0,119,SZ300479,神思电子,20250513 -90,7435,True,0.0,0.0,-0.025790850205733514,0.01038028593125584,0.6425328185727064,2,2,332.8976929430479,none,,,0,119,SZ300479,神思电子,20250514 -90,7436,True,0.0,0.0,-0.025790850205733327,0.010380285931255916,0.641455778300877,2,2,331.89769294304887,none,,,0,119,SZ300479,神思电子,20250515 -90,7437,True,0.0,0.0,-0.02579085020573323,0.010380285931256011,0.6403722282207596,2,2,330.89769294304904,none,,,0,119,SZ300479,神思电子,20250516 -90,7440,True,0.0,0.0,-0.025790850205733358,0.010380285931255954,0.6392821091339261,2,2,329.8976929430483,none,,,0,119,SZ300479,神思电子,20250519 -90,7441,True,0.0,0.0,-0.02579085020573322,0.010380285931255942,0.6381853611219902,2,2,328.8976929430493,none,,,0,119,SZ300479,神思电子,20250520 -90,7442,True,0.0,0.0,-0.025790850205733507,0.010380285931255931,0.6370819235356161,2,2,327.89769294304756,none,,,0,119,SZ300479,神思电子,20250521 -90,7653,True,0.0,0.0,-0.04902151745873183,-0.028186586538265508,0.41564636832380447,2,2,203.643810099465,none,,,0,119,SZ300479,神思电子,20251218 -90,7654,True,0.0,0.0,-0.04902151745873192,-0.0308877043622569,0.4479234500830815,2,2,215.5498182596382,none,,,0,119,SZ300479,神思电子,20251219 -90,7657,True,0.0,0.0,-0.049021517458731845,-0.030747947107552232,0.4433749964688957,2,2,213.78845586362573,none,,,0,119,SZ300479,神思电子,20251222 -90,7658,True,0.0,0.0,-0.04902151745873199,-0.029101664500741316,0.41844568803691323,2,2,204.6240523921235,none,,,0,119,SZ300479,神思电子,20251223 -90,7659,True,0.0,0.0,-0.049021517458731866,-0.019255122377927477,0.31469838153612306,2,2,173.6461680431194,none,,,0,119,SZ300479,神思电子,20251224 -90,7660,True,0.0,0.0,-0.04902151745873197,-0.01925512237792753,0.3107289820050957,2,2,172.64616804311902,none,,,0,119,SZ300479,神思电子,20251225 -90,7674,True,0.046258315021930604,0.0,-0.049021517458731956,-0.013750066743826566,0.23315209728851935,2,2,155.18070738568963,up,True,,0,119,SZ300479,神思电子,20260108 -90,7675,True,0.21544894201998116,0.0,-0.049021517458731755,-0.013750066743826702,0.22817840170939227,2,2,154.18070738569028,up,True,,0,119,SZ300479,神思电子,20260109 -90,7678,True,0.7153293584812663,0.0,-0.04902151745873191,-0.014163687762333241,0.22620758060062163,2,2,153.78801473962275,up,True,,0,119,SZ300479,神思电子,20260112 -90,7679,True,0.5605578422686723,0.0,-0.04902151745873192,-0.008571590960120593,0.1828520153363287,2,2,145.6284568198244,up,True,,0,119,SZ300479,神思电子,20260113 -90,7680,True,0.0,0.0,-0.028637025771964454,-0.008571590960120582,0.5562862222821687,2,2,268.19090588544924,none,,,0,119,SZ300479,神思电子,20260114 -91,7548,True,0.0,0.0,-0.1593756447154285,0.16856873415003323,0.18637393108333053,1,1,146.25883381348223,none,,,0,119,SZ300530,领湃科技,20250904 -91,7549,True,0.0,0.0,-0.14289470663849546,0.16856873415003318,0.20657104286653172,1,2,149.98192204873382,none,,,0,119,SZ300530,领湃科技,20250905 -91,7552,True,0.0,0.0,-0.14289470663849546,0.1685687341500332,0.20124537015253646,1,1,148.98192204873376,none,,,0,119,SZ300530,领湃科技,20250908 -91,7553,True,0.0,0.0,-0.14289470663849552,0.16856873415003318,0.19584772009644083,1,1,147.98192204873374,none,,,0,119,SZ300530,领湃科技,20250909 -91,7554,True,0.0,0.0,-0.14289470663849552,0.1685687341500331,0.19037662359222648,1,1,146.98192204873376,none,,,0,119,SZ300530,领湃科技,20250910 -91,7555,True,0.0,0.0,-0.14289470663849513,0.16856873415003312,0.18483057127941044,1,1,145.98192204873385,none,,,0,119,SZ300530,领湃科技,20250911 -91,7556,True,0.0,0.0,-0.14289470663849566,0.16856873415003318,0.17920801215478632,1,1,144.9819220487338,none,,,0,119,SZ300530,领湃科技,20250912 -91,7559,True,0.0,0.0,-0.1428947066384956,0.16856873415003312,0.17350735212631785,1,1,143.9819220487337,none,,,0,119,SZ300530,领湃科技,20250915 -91,7560,True,0.0,0.0,-0.14289470663849552,0.16856873415003307,0.1677269525063444,1,1,142.98192204873376,none,,,0,119,SZ300530,领湃科技,20250916 -91,7561,True,0.0,0.04776169571446365,-0.14289470663849524,0.16856873415003323,0.1618651284411085,1,1,141.98192204873374,down,False,,0,119,SZ300530,领湃科技,20250917 -91,7562,True,0.0,0.28684811238032354,-0.14289470663849527,0.1685687341500331,0.15592014727345807,1,1,140.98192204873374,down,False,,0,119,SZ300530,领湃科技,20250918 -91,7563,True,0.0,0.31058649305635627,-0.14289470663849524,0.16856873415003318,0.14989022683535586,1,1,139.98192204873385,down,False,,0,119,SZ300530,领湃科技,20250919 -91,7566,True,0.0,0.370897543182613,-0.14289470663849504,0.1685687341500332,0.14377353366668183,1,1,138.98192204873376,down,False,,0,119,SZ300530,领湃科技,20250922 -91,7567,True,0.0,0.5232050785102831,-0.14289470663849532,0.1685687341500332,0.13756818115658268,1,1,137.9819220487337,down,False,,0,119,SZ300530,领湃科技,20250923 -91,7568,True,0.0,0.4835759265517154,-0.14289470663849532,0.16856873415003315,0.1312722276034091,1,1,136.98192204873382,down,False,,0,119,SZ300530,领湃科技,20250924 -91,7569,True,0.0,0.4211856602339452,-0.1428947066384954,0.1685687341500332,0.12488367418904199,1,1,135.98192204873376,down,False,,0,119,SZ300530,领湃科技,20250925 -91,7570,True,0.0,0.6561463608220739,-0.1428947066384956,0.1685687341500331,0.11840046286319472,2,1,134.98192204873374,down,False,,0,119,SZ300530,领湃科技,20250926 -91,7573,True,0.0,0.5735635531140557,-0.1428947066384952,0.1656829314246326,0.11466200389471932,2,1,134.41194269702282,down,False,,0,119,SZ300530,领湃科技,20250929 -91,7574,True,0.0,0.20148817742076017,-0.14289470663849504,0.1421128602432957,0.13297030730554385,2,1,137.25020146678636,down,False,,0,119,SZ300530,领湃科技,20250930 -91,7583,True,0.0,0.36043877956567677,-0.14289470663849513,0.14211286024329572,0.12660679603465666,2,1,136.2502014667863,down,False,,0,119,SZ300530,领湃科技,20251009 -91,7584,True,0.0,0.8316464405059427,-0.1428947066384955,0.13790034923524688,0.12502611545466807,2,1,136.00405920896338,down,False,,0,119,SZ300530,领湃科技,20251010 -91,7609,True,0.0,0.0,-0.14289470663849524,0.03865663117230277,0.28798785252377995,2,1,167.13198001158315,none,,,0,119,SZ300530,领湃科技,20251104 -91,7610,True,0.0,0.0,-0.14289470663849513,0.038656631172302815,0.283702030206931,2,1,166.13198001158355,none,,,0,119,SZ300530,领湃科技,20251105 -91,7611,True,0.0,0.0,-0.1428947066384954,0.03865663117230281,0.27936430004864843,2,1,165.1319800115834,none,,,0,119,SZ300530,领湃科技,20251106 -91,7612,True,0.0,0.0,-0.1428947066384954,0.0386566311723028,0.27497371327877757,2,1,164.13198001158312,none,,,0,119,SZ300530,领湃科技,20251107 -91,7615,True,0.0,0.0,-0.14289470663849538,0.038656631172302815,0.270529297863298,2,1,163.13198001158315,none,,,0,119,SZ300530,领湃科技,20251110 -91,7616,True,0.0,0.0,-0.1428947066384952,0.038656631172302745,0.26603005778688404,2,1,162.13198001158347,none,,,0,119,SZ300530,领湃科技,20251111 -91,7617,True,0.0,0.0,-0.1428947066384953,0.031958974891279586,0.27256506394918395,1,1,163.58851369724024,none,,,0,119,SZ300530,领湃科技,20251112 -91,7618,True,0.0,0.0,-0.14289470663849524,0.01978526734345177,0.2898552972702677,1,1,167.57148161856972,none,,,0,119,SZ300530,领湃科技,20251113 -91,7619,True,0.0,0.0,-0.1428947066384952,-0.0065934369100043196,0.3404384124516733,1,3,180.42287823694824,none,,,0,119,SZ300530,领湃科技,20251114 -91,7622,True,0.0,0.0,-0.14289470663849518,-0.006593436910004236,0.3367623952456774,1,3,179.4228782369482,none,,,0,119,SZ300530,领湃科技,20251117 -91,7623,True,0.0,0.0,-0.1428947066384955,-0.006593436910004256,0.3330451723687226,1,3,178.4228782369479,none,,,0,119,SZ300530,领湃科技,20251118 -91,7624,True,0.0,0.0,-0.14289470663849543,-0.021878748014418456,0.36773590480715684,1,3,188.2124904842248,none,,,0,119,SZ300530,领湃科技,20251119 -91,7625,True,0.0,0.0,-0.14289470663849546,-0.023348803516037873,0.36835047920062713,1,3,188.3956151021878,none,,,0,119,SZ300530,领湃科技,20251120 -91,7626,True,0.0,0.0,-0.14289470663849527,-0.033447641033493625,0.41862418450611477,1,3,204.68687693675082,none,,,0,119,SZ300530,领湃科技,20251121 -91,7629,True,0.0,0.0,-0.14289470663849513,-0.03541808268650796,0.42024136863122635,1,3,205.2578324173432,none,,,0,119,SZ300530,领湃科技,20251124 -91,7630,True,0.0,0.0,-0.1428947066384953,-0.06565235642311613,0.5008648369525366,1,3,238.41237566483397,none,,,0,119,SZ300530,领湃科技,20251125 -91,7631,True,0.0,0.0,-0.14289470663849535,-0.06565235642311629,0.4987624395452842,1,3,237.4123756648342,none,,,0,119,SZ300530,领湃科技,20251126 -91,7632,True,0.0,0.0,-0.14289470663849566,-0.06565235642311638,0.4966422562890335,1,3,236.41237566483355,none,,,0,119,SZ300530,领湃科技,20251127 -91,7633,True,0.0,0.0,-0.1428947066384952,-0.06565235642311633,0.49450406052813134,1,3,235.41237566483449,none,,,0,119,SZ300530,领湃科技,20251128 -91,7636,True,0.0,0.0,-0.14289470663849527,-0.06565235642311619,0.49234762173927255,1,3,234.41237566483397,none,,,0,119,SZ300530,领湃科技,20251201 -91,7637,True,0.0,0.0,-0.14289470663849535,-0.0663458568292621,0.4938154754651866,1,3,235.09213386039752,none,,,0,119,SZ300530,领湃科技,20251202 -91,7672,True,0.3493024807248441,0.0,-0.23018555544452338,-0.08443130191364392,0.10013799719090871,2,2,132.24249899264413,up,True,,0,119,SZ300530,领湃科技,20260106 -91,7673,True,0.2777246496279559,0.0,-0.2301855554445233,-0.09788282792301484,0.11067242648081466,2,2,133.80896257281384,up,False,,0,119,SZ300530,领湃科技,20260107 -91,7674,True,0.41037568686336007,0.0,-0.23018555544452385,-0.0978828279230147,0.10397613463205034,2,2,132.8089625728138,up,False,,0,119,SZ300530,领湃科技,20260108 -91,7675,True,0.5613456627046517,0.0,-0.23018555544452335,-0.09788282792301471,0.09717823676624418,2,3,131.80896257281393,up,False,,0,119,SZ300530,领湃科技,20260109 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-92,7394,True,0.0,0.023019122960432514,-0.0076981473490981,0.021712555883539805,0.4551838006647186,2,2,218.4222865347789,down,False,,0,119,SZ300582,英飞特,20250403 -92,7666,True,0.0,0.0,-0.0156918152877823,0.01072731793574901,0.5814782181205803,1,2,284.33406611626515,none,,,0,119,SZ300582,英飞特,20251231 -92,7671,True,0.0,0.0,-0.015691815287782362,0.010727317935749,0.580001086240124,1,2,283.33406611626447,none,,,0,119,SZ300582,英飞特,20260105 -92,7672,True,0.0,0.0,-0.012643484699275362,0.010727317935749011,0.6193682841060825,2,2,312.6381618529273,none,,,0,119,SZ300582,英飞特,20260106 -92,7673,True,0.0,0.0,-0.0016217828590184165,0.010727317935748942,0.7820694321367452,2,2,546.0454729538862,none,,,0,119,SZ300582,英飞特,20260107 -92,7674,True,0.0,0.0,-0.0016217828590182998,0.010727317935749001,0.7816695928963937,2,2,545.0454729538878,none,,,0,119,SZ300582,英飞特,20260108 -92,7675,True,0.0,0.0,-0.0016217828590182517,0.010727317935748984,0.7812682837817017,2,2,544.0454729538898,none,,,0,119,SZ300582,英飞特,20260109 -92,7678,True,0.0,0.0,-0.0016217828590181873,0.01072731793574898,0.7808654966724978,2,2,543.0454729538935,none,,,0,119,SZ300582,英飞特,20260112 -92,7679,True,0.0,0.0,-0.0016217828590182062,0.010727317935748956,0.7804612233886842,2,2,542.0454729538942,none,,,0,119,SZ300582,英飞特,20260113 -92,7680,True,0.0,0.0,-0.001621782859018345,0.010365238831476883,0.7855396644708261,2,2,554.8811611544463,none,,,0,119,SZ300582,英飞特,20260114 -92,7681,True,0.0,0.0,-0.0016217828590183473,0.010033087651289655,0.7902452635893638,2,2,567.3292629112992,none,,,0,119,SZ300582,英飞特,20260115 -93,7475,True,0.0,0.0,-0.03986424655306983,-0.014470087795890681,0.6267065664368968,2,2,318.7840698512682,none,,,0,119,SZ300632,光莆股份,20250623 -93,7569,True,0.0,0.0,0.02200743800593253,0.033286245034358605,0.6513239693953873,3,1,341.2910253499535,none,,,0,119,SZ300632,光莆股份,20250925 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-94,7405,True,0.0,0.0,-0.06605491261676782,-0.03977656594905408,0.6860779753799622,2,2,379.0750271314485,none,,,0,119,SZ300683,海特生物,20250414 -94,7416,True,0.0,0.0,-0.06605491261676791,-0.03477796612365752,0.6372294789929022,2,2,328.03106401711074,none,,,0,119,SZ300683,海特生物,20250425 -94,7419,True,0.0,0.0,-0.06605491261676795,-0.0347779661236574,0.6361201943991036,2,2,327.03106401710903,none,,,0,119,SZ300683,海特生物,20250428 -94,7420,True,0.0,0.0,-0.06605491261676794,-0.03477796612365746,0.6350041050267669,2,2,326.0310640171086,none,,,0,119,SZ300683,海特生物,20250429 -94,7421,True,0.0,0.0,-0.06605491261676787,-0.034777966123657425,0.6338811480685568,2,3,325.03106401711045,none,,,0,119,SZ300683,海特生物,20250430 -94,7427,True,0.0,0.0,-0.06605491261676795,-0.034777966123657515,0.6327512599418045,2,3,324.0310640171097,none,,,0,119,SZ300683,海特生物,20250506 -94,7428,True,0.0,0.0,-0.06605491261676792,-0.0347779661236573,0.6316143762765254,2,3,323.03106401710806,none,,,0,119,SZ300683,海特生物,20250507 -94,7429,True,0.0,0.0,-0.06605491261676798,-0.03477796612365751,0.6304704319031851,2,3,322.031064017109,none,,,0,119,SZ300683,海特生物,20250508 -94,7430,True,0.0,0.0,-0.0659680298207972,-0.034777966123657376,0.6300385368610604,2,3,321.65512318592323,none,,,0,119,SZ300683,海特生物,20250509 -94,7433,True,0.0,0.0,-0.05996211099574487,-0.03477796612365742,0.6820145100153095,2,3,374.2309122524093,none,,,0,119,SZ300683,海特生物,20250512 -94,7434,True,0.0,0.0,-0.05348238279727656,-0.0347779661236573,0.7466024550277247,2,3,469.6178094899065,none,,,0,119,SZ300683,海特生物,20250513 -94,7435,True,0.0,0.0,-0.056585814495796034,-0.03477796612365754,0.7134647658484645,2,3,415.3066911731572,none,,,0,119,SZ300683,海特生物,20250514 -94,7436,True,0.0,0.0,-0.056585814495796104,-0.03477796612365758,0.7127731640948447,2,3,414.30669117315625,none,,,0,119,SZ300683,海特生物,20250515 -94,7437,True,0.0,0.0,-0.05658581449579611,-0.03477796612365731,0.7120782156654087,2,3,413.3066911731527,none,,,0,119,SZ300683,海特生物,20250516 -94,7440,True,0.0,0.0,-0.05658581449579609,-0.03477796612365748,0.7113798962092908,2,3,412.30669117315557,none,,,0,119,SZ300683,海特生物,20250519 -94,7441,True,0.0,0.0,-0.05658581449579619,-0.034777966123657474,0.7106781811387964,2,3,411.30669117315296,none,,,0,119,SZ300683,海特生物,20250520 -94,7442,True,0.0,0.0,-0.05658581449579607,-0.03477796612365752,0.7099730456265457,2,3,410.30669117315597,none,,,0,119,SZ300683,海特生物,20250521 -94,7443,True,0.0,0.0,-0.05658581449579619,-0.03477796612365751,0.7092644646025144,2,3,409.30669117315324,none,,,0,119,SZ300683,海特生物,20250522 -94,7444,True,0.0,0.0,-0.056585814495796104,-0.034777966123657376,0.7085524127510938,2,3,408.30669117315364,none,,,0,119,SZ300683,海特生物,20250523 -94,7447,True,0.0,0.0,-0.05658581449579607,-0.03477796612365744,0.7078368645080508,2,3,407.3066911731549,none,,,0,119,SZ300683,海特生物,20250526 -94,7448,True,0.09953962539748373,0.0,-0.05658581449579611,-0.034777966123657494,0.7071177940574798,2,3,406.3066911731552,up,True,,0,119,SZ300683,海特生物,20250527 -94,7449,True,0.0,0.0,-0.056585814495796104,-0.034777966123657536,0.7063951753286986,2,3,405.3066911731566,none,,,0,119,SZ300683,海特生物,20250528 -94,7450,True,0.3582142165247877,0.0,-0.056585814495796014,-0.03477796612365745,0.7056689819930915,2,3,404.30669117315676,up,True,,0,119,SZ300683,海特生物,20250529 -94,7451,True,0.44131339615038373,0.0,-0.056585814495796076,-0.03477796612365736,0.7049391874609162,2,3,403.30669117315347,up,True,,0,119,SZ300683,海特生物,20250530 -95,7203,True,0.2860155023713917,0.0,-0.026339218077361164,0.0009195556395372084,0.09467682381558407,2,2,131.444773679095,up,True,,0,119,SZ300737,科顺股份,20240924 -95,7204,True,0.3055706816224043,0.0,-0.026339218077361108,0.0009195556395371995,0.08773654441112501,2,2,130.44477367909508,up,True,,0,119,SZ300737,科顺股份,20240925 -95,7205,True,8.168956023043055e-15,0.0,-0.019311882216747327,0.0009195556395371984,0.2758649948542469,1,2,164.3339973269871,none,,,0,119,SZ300737,科顺股份,20240926 -95,7206,True,0.0,0.0,-0.0147329852803285,0.0009195556395372162,0.41357286946055,1,2,202.92376290730743,none,,,0,119,SZ300737,科顺股份,20240927 -95,7345,True,0.0,0.0,-0.020720312592167674,0.0067846160924025555,0.14856448565622676,3,2,139.76396097561997,none,,,0,119,SZ300737,科顺股份,20250213 -95,7346,True,0.0,0.0,-0.020720312592167656,0.0067846160924025746,0.14242863086830157,3,2,138.76396097561997,none,,,0,119,SZ300737,科顺股份,20250214 -95,7349,True,0.0,0.0,-0.02072031259216769,0.006784616092402578,0.13620369828754,3,2,137.76396097561977,none,,,0,119,SZ300737,科顺股份,20250217 -95,7350,True,0.0,0.0,-0.020720312592167743,0.006784616092402549,0.12988773393881572,3,2,136.76396097561985,none,,,0,119,SZ300737,科顺股份,20250218 -95,7351,True,0.0,0.0,-0.020720312592167688,0.006784616092402542,0.12347872627722144,3,2,135.76396097561997,none,,,0,119,SZ300737,科顺股份,20250219 -95,7352,True,0.0,0.0,-0.020720312592167674,0.006784616092402575,0.11697460405213021,3,2,134.76396097561985,none,,,0,119,SZ300737,科顺股份,20250220 -95,7353,True,0.0,0.0,-0.020720312592167677,0.006784616092402569,0.11037323407543849,3,2,133.7639609756199,none,,,0,119,SZ300737,科顺股份,20250221 -95,7356,True,0.0,0.0,-0.020720312592167705,0.0067846160924025555,0.10367241888894281,3,2,132.7639609756197,none,,,0,119,SZ300737,科顺股份,20250224 -95,7357,True,0.0,0.0,-0.02072031259216769,0.006784616092402557,0.09686989432551692,3,2,131.76396097561985,none,,,0,119,SZ300737,科顺股份,20250225 -95,7358,True,0.0,0.0,-0.02072031259216771,0.006784616092402556,0.08996332695835944,3,2,130.76396097561982,none,,,0,119,SZ300737,科顺股份,20250226 -95,7359,True,0.0,0.0,-0.020720312592167698,0.007815591078678647,0.07320572783380186,3,2,128.3995850792874,none,,,0,119,SZ300737,科顺股份,20250227 -95,7386,True,0.0,0.0,-0.014577608777446006,0.00469964999487202,0.19892348459133644,2,2,148.55010440456235,none,,,0,119,SZ300737,科顺股份,20250326 -95,7387,True,0.0,0.0,-0.01457760877744602,0.0030533177377521127,0.23029549711726038,2,2,154.6047860631121,none,,,0,119,SZ300737,科顺股份,20250327 -95,7388,True,0.0,0.0,-0.014577608777446007,0.003053317737752076,0.22528455623052115,2,2,153.6047860631124,none,,,0,119,SZ300737,科顺股份,20250328 -95,7391,True,0.0,0.0,-0.01457760877744602,-0.004674909117267718,0.45179200834751,2,2,217.0708961051306,none,,,0,119,SZ300737,科顺股份,20250331 -95,7392,True,0.0,0.0,-0.01457760877744599,-0.008824298139773484,0.6305965609027743,3,2,322.1410182071412,none,,,0,119,SZ300737,科顺股份,20250401 -95,7393,True,0.0,0.0,-0.01457760877744602,-0.008824298139773465,0.6294462767031399,3,2,321.14101820713853,none,,,0,119,SZ300737,科顺股份,20250402 -95,7399,True,0.0,0.0,-0.01037832915587862,-0.00787333702584905,0.7717699177206133,3,3,521.403659024785,none,,,0,119,SZ300737,科顺股份,20250408 -95,7400,True,0.0,0.0,-0.010378329155878607,-0.005940274308313158,0.6529019532036534,3,3,342.8426091657645,none,,,0,119,SZ300737,科顺股份,20250409 -95,7401,True,0.0,0.0,-0.010378329155878597,-0.005940274308313178,0.651886579351801,3,3,341.84260916576545,none,,,0,119,SZ300737,科顺股份,20250410 -95,7402,True,0.0,0.0,-0.010378329155878642,-0.005940274308313169,0.6508652474781207,3,3,340.84260916576204,none,,,0,119,SZ300737,科顺股份,20250411 -95,7405,True,0.0,0.0,-0.010378329155878638,-0.005940274308313157,0.6498379049874913,3,3,339.84260916576085,none,,,0,119,SZ300737,科顺股份,20250414 -95,7406,True,0.0,0.0,-0.01037832915587862,-0.006176180337867776,0.6613632494585985,3,3,351.4089944748955,none,,,0,119,SZ300737,科顺股份,20250415 -95,7407,True,0.0,0.0,-0.010378329155878609,-0.004632904620829177,0.585231868141823,2,2,286.907288336921,none,,,0,119,SZ300737,科顺股份,20250416 -95,7408,True,0.0,0.0,-0.010378329155878661,-0.004632904620829178,0.5837811596472223,2,2,285.90728833691975,none,,,0,119,SZ300737,科顺股份,20250417 -95,7409,True,0.0,0.0,-0.010378329155878647,-0.00463290462082918,0.5823202674293281,2,2,284.90728833691986,none,,,0,119,SZ300737,科顺股份,20250418 -95,7412,True,0.0,0.0,-0.010378329155878621,-0.004632904620829149,0.5808490838784689,2,2,283.90728833692043,none,,,0,119,SZ300737,科顺股份,20250421 -95,7413,True,0.0,0.0,-0.010378329155878635,-0.004632904620829151,0.5793674998634873,2,2,282.90728833692043,none,,,0,119,SZ300737,科顺股份,20250422 -95,7414,True,0.0,0.0,-0.010378329155878621,-0.004632904620829147,0.5778754047047636,2,2,281.90728833692054,none,,,0,119,SZ300737,科顺股份,20250423 -95,7415,True,0.0,0.0,-0.010378329155878616,-0.00463290462082915,0.5763726861466418,2,2,280.90728833691963,none,,,0,119,SZ300737,科顺股份,20250424 -95,7416,True,0.0,0.0,-0.010378329155878649,-0.004632904620829161,0.5748592303292869,2,2,279.90728833691895,none,,,0,119,SZ300737,科顺股份,20250425 -95,7419,True,0.0,0.0,-0.010378329155878645,-0.004632904620829144,0.5733349217599208,2,2,278.90728833691946,none,,,0,119,SZ300737,科顺股份,20250428 -95,7420,True,0.0,0.0,-0.010378329155878625,-0.004632904620829139,0.5717996432834442,2,2,277.9072883369203,none,,,0,119,SZ300737,科顺股份,20250429 -95,7421,True,0.0,0.0,-0.010378329155878637,-0.004632904620829163,0.5702532760524169,2,3,276.90728833691986,none,,,0,119,SZ300737,科顺股份,20250430 -95,7427,True,0.0,0.0,-0.010378329155878663,-0.0046329046208291695,0.5686956994964,2,3,275.9072883369192,none,,,0,119,SZ300737,科顺股份,20250506 -95,7428,True,0.0,0.0,-0.010378329155878632,-0.004632904620829113,0.5671267912906072,2,3,274.9072883369182,none,,,0,119,SZ300737,科顺股份,20250507 -95,7429,True,0.0,0.0,-0.01037832915587862,-0.004632904620829167,0.5655464273238922,2,3,273.90728833692066,none,,,0,119,SZ300737,科顺股份,20250508 -95,7430,True,0.0,0.0,-0.010378329155878642,-0.00463290462082913,0.5639544816659934,2,3,272.90728833691884,none,,,0,119,SZ300737,科顺股份,20250509 -95,7433,True,0.0,0.0,-0.007919261814470979,-0.0046329046208291565,0.7141162674895423,2,3,416.2531353393707,none,,,0,119,SZ300737,科顺股份,20250512 -95,7434,True,0.0,0.0,-0.007919261814470955,-0.004632904620829122,0.7134278109598237,2,3,415.2531353393702,none,,,0,119,SZ300737,科顺股份,20250513 -95,7435,True,0.0,0.0,-0.009811717886713669,-0.004632904620829157,0.5910838051005708,2,3,291.0131745436675,none,,,0,119,SZ300737,科顺股份,20250514 -95,7436,True,0.0,0.0,-0.009811717886713723,-0.004632904620829169,0.5896738133112538,2,3,290.0131745436656,none,,,0,119,SZ300737,科顺股份,20250515 -95,7437,True,0.0,0.0,-0.009811717886713648,-0.0046329046208291366,0.5882540642380985,2,3,289.01317454366745,none,,,0,119,SZ300737,科顺股份,20250516 -95,7440,True,0.0,0.0,-0.009811717886713697,-0.0046329046208291565,0.5868244562473731,2,3,288.01317454366733,none,,,0,119,SZ300737,科顺股份,20250519 -95,7441,True,0.04416353800103749,0.0,-0.009811717886713674,-0.004632904620829169,0.5853848862889236,2,3,287.0131745436682,up,False,,0,119,SZ300737,科顺股份,20250520 -95,7632,True,0.0,0.0,-0.007328191081029354,0.004925497617837047,0.16715555725493136,3,3,142.88382546898453,none,,,0,119,SZ300737,科顺股份,20251127 -95,7633,True,0.0,0.0,-0.007328191081029289,0.004925497617837053,0.16128565319792024,3,3,141.88382546898492,none,,,0,119,SZ300737,科顺股份,20251128 -95,7636,True,0.0,0.0,-0.007328191081029333,0.004925497617837083,0.15533241943236545,3,3,140.88382546898447,none,,,0,119,SZ300737,科顺股份,20251201 -95,7637,True,0.0,0.0,-0.007328191081029334,0.0049254976178370454,0.14929406883868135,3,3,139.88382546898464,none,,,0,119,SZ300737,科顺股份,20251202 -95,7638,True,0.0,0.0,-0.007328191081029325,0.0049254976178370715,0.14316876282634128,3,3,138.88382546898396,none,,,0,119,SZ300737,科顺股份,20251203 -95,7639,True,0.0,0.0,-0.007328191081029348,0.004925497617837037,0.13695460946746307,3,3,137.88382546898464,none,,,0,119,SZ300737,科顺股份,20251204 -95,7640,True,0.0,0.017940341844436845,-0.007328191081029356,0.005379932201539456,0.09938534393531762,3,3,132.13198252844487,down,False,,0,119,SZ300737,科顺股份,20251205 -95,7643,True,0.0,0.0,-0.007328191081029333,0.004548197663605835,0.15063944768111387,3,3,140.10540008611363,none,,,0,119,SZ300737,科顺股份,20251208 -95,7644,True,0.0,0.036969882297292284,-0.0073281910810293035,0.004548197663605835,0.14453357003874887,3,3,139.1054000861146,down,False,,0,119,SZ300737,科顺股份,20251209 -95,7645,True,0.0,0.0,-0.007328191081029319,0.004548197663605839,0.13833926895111376,3,3,138.10540008611412,none,,,0,119,SZ300737,科顺股份,20251210 -95,7646,True,0.0,0.0,-0.007328191081029318,0.004548197663605823,0.13205460962691862,4,3,137.10540008611434,none,,,0,119,SZ300737,科顺股份,20251211 -95,7647,True,0.0,0.0,-0.00732819108102932,0.0045995223630164875,0.12398527116124541,4,3,135.84246483817282,none,,,0,119,SZ300737,科顺股份,20251212 -95,7650,True,0.15151184600961648,0.0,-0.0073281910810293295,0.0046601274377914125,0.1154710558294604,4,3,134.5348852451532,up,True,,0,119,SZ300737,科顺股份,20251215 -95,7651,True,0.0,0.0,-0.007328191081029342,0.004370694037459792,0.11873089613961259,4,3,135.0325337388115,none,,,0,119,SZ300737,科顺股份,20251216 -95,7652,True,0.0,0.0,-0.007328191081029327,0.004370694037459795,0.11215585738388925,4,3,134.03253373881145,none,,,0,119,SZ300737,科顺股份,20251217 -95,7653,True,0.05205149747679271,0.0,-0.007328191081029332,0.0035987310382516865,0.13401008839125603,4,3,137.41499572314243,up,False,,0,119,SZ300737,科顺股份,20251218 -95,7654,True,0.0,0.0,-0.005132687911739954,0.00360849439391344,0.28457205372777644,4,3,166.33401116081077,none,,,0,119,SZ300737,科顺股份,20251219 -95,7657,True,0.0,0.0,-0.004985053388809794,0.0036084943939134204,0.2912427783999463,4,3,167.89952380499454,none,,,0,119,SZ300737,科顺股份,20251222 -95,7658,True,0.0,0.0,-0.004985053388809799,0.0036084943939134004,0.28699616819135165,4,3,166.8995238049948,none,,,0,119,SZ300737,科顺股份,20251223 -95,7659,True,0.0,0.0,-0.004985053388809791,0.0034911684745712684,0.2885688427430091,3,3,167.26846833475634,none,,,0,119,SZ300737,科顺股份,20251224 -95,7660,True,0.0,0.0,-0.004985053388809799,0.0035600311168097597,0.2807948121057367,3,3,165.46043049051985,none,,,0,119,SZ300737,科顺股份,20251225 -95,7661,True,0.0,0.0,-0.00339485237816882,0.0035600311168097454,0.4029694462940145,3,3,199.31978231486426,none,,,0,119,SZ300737,科顺股份,20251226 -95,7664,True,0.0,0.0,-0.003394852378168799,0.00356003111680978,0.39995900252114575,3,3,198.3197823148637,none,,,0,119,SZ300737,科顺股份,20251229 -95,7665,True,0.0,0.0,-0.0033948523781688012,0.0035600311168097515,0.39691804539845676,3,3,197.31978231486528,none,,,0,119,SZ300737,科顺股份,20251230 -95,7666,True,0.0,0.0,-0.0033948523781688034,0.0035600311168097806,0.39384610864561853,3,3,196.3197823148641,none,,,0,119,SZ300737,科顺股份,20251231 -95,7671,True,0.0,0.0,-0.00339485237816882,0.003560031116809732,0.39074271643326614,3,4,195.3197823148641,none,,,0,119,SZ300737,科顺股份,20260105 -95,7672,True,0.0,0.0,-0.0033948523781687787,0.003560031116809728,0.38760738313725185,3,4,194.31978231486545,none,,,0,119,SZ300737,科顺股份,20260106 -95,7673,True,0.0,0.0,-0.0033948523781687965,0.0025562212896898828,0.45790488436696997,3,4,219.51867221869009,none,,,0,119,SZ300737,科顺股份,20260107 -95,7674,True,0.0,0.0,-0.0023074858424352138,0.002556221289689893,0.5530591877639829,3,4,266.25449442544834,none,,,0,119,SZ300737,科顺股份,20260108 -95,7675,True,0.0,0.0,-0.002307485842435226,0.002556221289689868,0.5513742368145034,3,4,265.25449442544897,none,,,0,119,SZ300737,科顺股份,20260109 -95,7678,True,0.0,0.0,-0.002307485842435209,0.002556221289689837,0.5496765333784287,3,4,264.2544944254515,none,,,0,119,SZ300737,科顺股份,20260112 -95,7679,True,0.0,0.0,-0.002307485842435212,0.0025562212896898724,0.5479659321307455,3,4,263.25449442544965,none,,,0,119,SZ300737,科顺股份,20260113 -95,7680,True,0.0,0.0,-0.0023074858424352016,0.0025562212896898485,0.5462422855299156,3,4,262.2544944254508,none,,,0,119,SZ300737,科顺股份,20260114 -95,7681,True,0.0,0.0,-0.002307485842435223,0.002556221289689842,0.5445054437754099,3,4,261.25449442544976,none,,,0,119,SZ300737,科顺股份,20260115 -95,7682,True,0.0,0.0,-0.0019562470158610117,0.0025562212896898607,0.5620433694480269,3,4,271.71640226115534,none,,,0,119,SZ300737,科顺股份,20260116 -96,7188,True,0.0,0.0,-0.008257627161204954,0.012044263341144891,0.4446206650065842,4,2,214.2679651582837,none,,,0,119,SZ300790,宇瞳光学,20240909 -96,7189,True,0.0,0.0,-0.00825762716120496,0.012044263341144938,0.4420165264310538,4,2,213.26796515828332,none,,,0,119,SZ300790,宇瞳光学,20240910 -96,7190,True,0.0,0.08036506452548768,-0.008257627161204956,0.012044263341144999,0.43938785152406334,4,2,212.26796515828252,down,False,,0,119,SZ300790,宇瞳光学,20240911 -96,7191,True,0.0,0.1921066660680187,-0.008257627161205068,0.01204426334114488,0.4367342918703048,4,2,211.2679651582829,down,False,,0,119,SZ300790,宇瞳光学,20240912 -96,7192,True,0.0,1.7711888881889788e-15,-0.008257627161204855,0.006843162776167111,0.5774993702468784,4,2,281.6563849136387,none,,,0,119,SZ300790,宇瞳光学,20240913 -96,7197,True,0.0,0.0,-0.008257627161204942,0.0038305631403791197,0.6600997244973884,4,2,350.1026876898948,none,,,0,119,SZ300790,宇瞳光学,20240918 -96,7198,True,0.0,0.0,-0.00825762716120503,0.003830563140379073,0.6591260846845538,4,2,349.10268768989505,none,,,0,119,SZ300790,宇瞳光学,20240919 -96,7199,True,0.0,0.0,-0.008257627161205051,0.0038305631403790525,0.6581468508912806,4,2,348.10268768989573,none,,,0,119,SZ300790,宇瞳光学,20240920 -96,7202,True,0.0,0.0,-0.008257627161205002,0.0032837515035035814,0.6676459983743871,4,2,358.05195489732665,none,,,0,119,SZ300790,宇瞳光学,20240923 -96,7203,True,0.0,0.0,-0.008257627161204963,0.0023839814997736073,0.6847831986190276,4,2,377.5179478969968,none,,,0,119,SZ300790,宇瞳光学,20240924 -96,7204,True,0.0,0.0,-0.008257627161205084,0.002383981499773633,0.6839460093080192,4,2,376.51794789699363,none,,,0,119,SZ300790,宇瞳光学,20240925 -96,7205,True,0.0,0.0,-0.00825762716120497,0.002383981499773594,0.6831043611458989,4,2,375.5179478969973,none,,,0,119,SZ300790,宇瞳光学,20240926 -96,7206,True,0.0,0.0,-0.008257627161204996,0.0023839814997736143,0.6822582184159345,4,2,374.5179478969969,none,,,0,119,SZ300790,宇瞳光学,20240927 -96,7310,True,0.0,0.0,0.03718347137930642,0.08010149866166778,0.41848001089428244,2,2,204.63612984826634,none,,,0,119,SZ300790,宇瞳光学,20250109 -96,7311,True,0.0,0.0,0.037183471379306464,0.08010149866166771,0.4156243290978406,2,2,203.63612984826648,none,,,0,119,SZ300790,宇瞳光学,20250110 -96,7314,True,0.0,0.0,0.03718347137930642,0.0801014986616678,0.4127404619842124,2,2,202.63612984826625,none,,,0,119,SZ300790,宇瞳光学,20250113 -96,7315,True,0.0,0.0,0.03718347137930648,0.08010149866166774,0.409827990204192,3,2,201.63612984826668,none,,,0,119,SZ300790,宇瞳光学,20250114 -96,7316,True,0.0,0.0,0.037183471379306304,0.08010149866166769,0.40688648604817396,3,2,200.63612984826614,none,,,0,119,SZ300790,宇瞳光学,20250115 -96,7317,True,0.0,0.0,0.02857854668640436,0.08010149866166773,0.3173127663504388,3,2,174.3111547052678,none,,,0,119,SZ300790,宇瞳光学,20250116 -96,7318,True,0.0,0.0,0.028578546686404322,0.0801014986616678,0.3133736821362084,3,2,173.31115470526777,none,,,0,119,SZ300790,宇瞳光学,20250117 -96,7321,True,0.0,0.0,0.028578546686404326,0.0801014986616678,0.30938887732749837,3,2,172.3111547052677,none,,,0,119,SZ300790,宇瞳光学,20250120 -96,7322,True,0.0,0.0,0.028578546686404305,0.08010149866166787,0.3053575512655115,3,2,171.31115470526768,none,,,0,119,SZ300790,宇瞳光学,20250121 -96,7323,True,0.0,0.0,0.028578546686404322,0.08010149866166769,0.3012788844868362,3,2,170.3111547052682,none,,,0,119,SZ300790,宇瞳光学,20250122 -96,7324,True,0.0,0.0,0.028578546686404308,0.0801014986616678,0.29715203816811653,3,2,169.31115470526754,none,,,0,119,SZ300790,宇瞳光学,20250123 -96,7325,True,0.0,0.0,0.02726013483140742,0.08010149866166778,0.27948500542989524,3,2,165.1596440001937,none,,,0,119,SZ300790,宇瞳光学,20250124 -96,7328,True,0.0,0.0,0.029826426537934693,0.08010149866166777,0.30183301532509516,3,3,170.4463296204292,none,,,0,119,SZ300790,宇瞳光学,20250127 -96,7337,True,0.0,0.0,0.029826426537934814,0.08010149866166778,0.2977127314202218,3,3,169.44632962042922,none,,,0,119,SZ300790,宇瞳光学,20250205 -97,7371,True,0.0,0.0,-0.1731093434238949,0.06971222382680396,0.23138198352298242,2,1,154.82332894750485,none,,,0,119,SZ300841,康华生物,20250311 -97,7372,True,0.0,0.0,-0.1731093434238951,0.06971222382680388,0.22638522508760106,2,1,153.82332894750505,none,,,0,119,SZ300841,康华生物,20250312 -97,7657,True,0.0,0.26766853878127284,-0.11143918064974533,0.14989159683856912,0.20114379201809224,2,2,148.96297833200924,down,False,,0,119,SZ300841,康华生物,20251222 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-98,7197,True,0.0,0.0,-0.029711629784883314,0.0034326033068752333,0.5807318760278766,2,3,283.8279210749447,none,,,0,119,SZ300892,品渥食品,20240918 -98,7198,True,0.0,0.0,-0.029711629784883318,0.0034326033068752507,0.5792494618363129,2,3,282.82792107494504,none,,,0,119,SZ300892,品渥食品,20240919 -98,7199,True,0.0,0.0,-0.02971162978488331,0.003432603306875285,0.577756527649526,2,3,281.82792107494475,none,,,0,119,SZ300892,品渥食品,20240920 -98,7202,True,0.0,0.0,-0.02971162978488332,0.0034326033068752836,0.5762529610855803,2,3,280.82792107494424,none,,,0,119,SZ300892,品渥食品,20240923 -98,7203,True,0.03908908550780184,0.0,-0.029711629784883425,0.0034326033068752472,0.5747386481560961,2,3,279.8279210749442,up,True,,0,119,SZ300892,品渥食品,20240924 -98,7204,True,0.0,0.0,-0.02971162978488343,0.00343260330687525,0.5732134732374418,2,3,278.82792107494384,none,,,0,119,SZ300892,品渥食品,20240925 -98,7533,True,0.0,0.32030122715873277,-0.0677460704889404,0.14311042893611695,0.0895901628443025,2,2,130.7103626777362,down,True,,0,119,SZ300892,品渥食品,20250820 -98,7534,True,0.0,0.18400456753247757,-0.06774607048894045,0.14311042893611714,0.08257137253055088,2,2,129.71036267773624,down,True,,0,119,SZ300892,品渥食品,20250821 -98,7535,True,0.0,0.30447168127573704,-0.06774607048894057,0.14311042893611714,0.07544351888782187,2,2,128.71036267773619,down,True,,0,119,SZ300892,品渥食品,20250822 -98,7538,True,0.0,0.0,-0.06774607048894053,0.14311042893611714,0.06820403994714114,2,2,127.7103626777362,none,,,0,119,SZ300892,品渥食品,20250825 -98,7539,True,0.0,0.03206321285981662,-0.06774607048894024,0.14311042893611706,0.06085029286315022,2,2,126.7103626777362,down,True,,0,119,SZ300892,品渥食品,20250826 -98,7540,True,0.0,0.0,-0.0492661777655947,0.143110428936117,0.11663581119692862,1,2,134.71227553523647,none,,,0,119,SZ300892,品渥食品,20250827 -98,7541,True,0.0,0.0,-0.04162317661315886,0.14311042893611708,0.13744239564149588,1,2,137.9618003466585,none,,,0,119,SZ300892,品渥食品,20250828 -98,7542,True,0.0,0.13715231956804444,-0.04162317661315898,0.14311042893611722,0.13114459872165707,1,2,136.96180034665824,down,True,,0,119,SZ300892,品渥食品,20250829 -98,7545,True,0.0,0.2808605162064861,-0.04162317661315907,0.14311042893611697,0.12475416112033973,1,2,135.96180034665846,down,True,,0,119,SZ300892,品渥食品,20250901 -98,7546,True,0.0,0.42934211583969806,-0.04162317661315885,0.1431104289361172,0.11826902357303616,1,2,134.96180034665835,down,False,,0,119,SZ300892,品渥食品,20250902 -98,7547,True,0.0,0.6063457048975387,-0.04162317661315888,0.14311042893611722,0.11168706532713811,1,2,133.96180034665826,down,False,,0,119,SZ300892,品渥食品,20250903 -98,7548,True,0.0,0.033518836247530985,-0.04162317661315866,0.143110428936117,0.1050061018296781,1,2,132.96180034665858,down,True,,0,119,SZ300892,品渥食品,20250904 -98,7549,True,0.0,0.187371013741069,-0.04162317661315879,0.143110428936117,0.0982238823099445,1,1,131.96180034665858,down,False,,0,119,SZ300892,品渥食品,20250905 -98,7552,True,0.0,0.1611709221006407,-0.041623176613159014,0.14311042893611717,0.09133808725136044,1,1,130.96180034665835,down,False,,0,119,SZ300892,品渥食品,20250908 -98,7553,True,0.0,0.0,-0.041623176613158896,0.14311042893611703,0.08434632574663493,1,1,129.96180034665838,none,,,0,119,SZ300892,品渥食品,20250909 -98,7554,True,0.0,0.04800019773704695,-0.04162317661315884,0.14311042893611708,0.07724613272985133,1,1,128.96180034665855,down,False,,0,119,SZ300892,品渥食品,20250910 -98,7555,True,0.0,0.0,-0.041623176613159,0.14311042893611703,0.07003496607878504,1,1,127.96180034665846,none,,,0,119,SZ300892,品渥食品,20250911 -98,7556,True,0.0,0.29096947014980606,-0.04162317661315892,0.14311042893611714,0.06271020358028528,1,1,126.96180034665846,down,False,,0,119,SZ300892,品渥食品,20250912 -98,7560,True,0.0,0.0,-0.04162317661315904,0.12359923586442956,0.14321897790563431,1,2,138.89196531117074,none,,,0,119,SZ300892,品渥食品,20250916 -98,7561,True,0.0,0.09697092513496254,-0.04162317661315877,0.12359923586442968,0.1370055555342801,1,2,137.8919653111706,down,False,,0,119,SZ300892,品渥食品,20250917 -98,7562,True,0.0,0.27130088008847764,-0.04162317661315894,0.1235992358644295,0.13070135468141098,2,2,136.8919653111707,down,False,,0,119,SZ300892,品渥食品,20250918 -98,7563,True,0.0,0.3162699740548403,-0.0416231766131588,0.12359923586442965,0.12430437128855175,2,2,135.89196531117076,down,False,,0,119,SZ300892,品渥食品,20250919 -98,7566,True,0.0,0.5029473555272483,-0.041623176613159056,0.12359923586442968,0.11781254187016048,1,2,134.89196531117054,down,False,,0,119,SZ300892,品渥食品,20250922 -98,7567,True,0.0,0.7168893709287598,-0.041623176613158876,0.1235992358644296,0.11122374129441669,1,2,133.89196531117068,down,False,,0,119,SZ300892,品渥食品,20250923 -98,7568,True,0.0,0.7227756236287857,-0.04162317661315887,0.12359923586442974,0.10453578046379353,1,2,132.89196531117062,down,False,,0,119,SZ300892,品渥食品,20250924 -98,7569,True,0.0,0.7158243963712327,-0.04162317661315899,0.12359923586442959,0.09774640389014526,1,2,131.89196531117074,down,False,,0,119,SZ300892,品渥食品,20250925 -98,7570,True,0.0,0.6758189286212758,-0.04162317661315901,0.10585170329014862,0.14204085306658656,1,2,138.70124285677167,down,False,,0,119,SZ300892,品渥食品,20250926 -98,7573,True,0.0,0.0,-0.0416231766131589,0.038049685593813956,0.4037191184199526,1,2,199.570376438482,none,,,0,119,SZ300892,品渥食品,20250929 -98,7574,True,0.0,0.0,-0.04162317661315903,0.026199946400624747,0.4641616060645912,1,2,222.08188391656105,none,,,0,119,SZ300892,品渥食品,20250930 -98,7583,True,0.0,0.026436365696557274,-0.041623176613158924,0.02619994640062444,0.46173789596930015,1,2,221.08188391656284,down,False,,0,119,SZ300892,品渥食品,20251009 -98,7584,True,0.0,0.0,-0.04162317661315893,0.02619994640062435,0.4592921603437606,1,2,220.08188391656302,none,,,0,119,SZ300892,品渥食品,20251010 -98,7587,True,0.0,0.0,-0.04162317661315883,0.026199946400624542,0.4568240975811527,1,2,219.0818839165625,none,,,0,119,SZ300892,品渥食品,20251013 -98,7588,True,0.0,0.0,-0.04162317661315904,0.02619994640062477,0.4543334005426605,1,2,218.0818839165609,none,,,0,119,SZ300892,品渥食品,20251014 -98,7589,True,0.0,0.0,-0.04162317661315911,0.019216899470680837,0.5066221902601964,1,2,241.1944713580815,none,,,0,119,SZ300892,品渥食品,20251015 -98,7590,True,0.0,0.0,-0.041623176613158994,0.019216899470680983,0.5045681137989426,1,2,240.1944713580811,none,,,0,119,SZ300892,品渥食品,20251016 -98,7591,True,0.0,0.0,-0.04162317661315897,0.019216899470680875,0.5024968623883742,1,2,239.194471358082,none,,,0,119,SZ300892,品渥食品,20251017 -98,7594,True,0.0,0.0,-0.041623176613158966,0.019216899470680986,0.5004082197142791,1,2,238.19447135808113,none,,,0,119,SZ300892,品渥食品,20251020 -98,7653,True,0.0,0.0,-0.12157601193561242,-0.01395317044312354,0.1275326491554532,2,2,136.39478873886597,none,,,0,119,SZ300892,品渥食品,20251218 -98,7654,True,0.2605515083928049,0.0,-0.12157601193561253,-0.013953170443123476,0.1210887722605497,2,2,135.3947887388658,up,True,,0,119,SZ300892,品渥食品,20251219 -98,7657,True,0.24237696562222577,0.0,-0.12157601193561209,-0.013953170443123449,0.11454900062217879,2,2,134.394788738866,up,False,,0,119,SZ300892,品渥食品,20251222 -98,7658,True,0.0,0.0,-0.12157601193561264,-0.013953170443123447,0.10791117760263493,2,2,133.3947887388657,none,,,0,119,SZ300892,品渥食品,20251223 -98,7659,True,0.0,0.0,-0.12157601193561247,-0.013953170443123457,0.10117308140644164,2,2,132.3947887388659,none,,,0,119,SZ300892,品渥食品,20251224 -98,7660,True,0.0,0.0,-0.1215760119356119,-0.013953170443123523,0.0943324226008655,2,2,131.39478873886614,none,,,0,119,SZ300892,品渥食品,20251225 -98,7661,True,0.0,0.0,-0.12157601193561247,-0.013953170443123457,0.0873868415223684,2,2,130.39478873886597,none,,,0,119,SZ300892,品渥食品,20251226 -98,7664,True,0.0,0.0,-0.12157601193561172,-0.013953170443123372,0.08033390556279775,2,2,129.39478873886628,none,,,0,119,SZ300892,品渥食品,20251229 -98,7665,True,0.0,0.0,-0.12157601193561235,-0.016552802552162214,0.09470711103983784,2,2,131.44917125847064,none,,,0,119,SZ300892,品渥食品,20251230 -98,7666,True,0.0,0.0,-0.12157601193561202,-0.01993719377965634,0.11629093645389516,2,2,134.65970295979827,none,,,0,119,SZ300892,品渥食品,20251231 -98,7671,True,0.0,0.0,-0.12157601193561239,-0.019937193779656352,0.10967930225168182,2,2,133.65970295979767,none,,,0,119,SZ300892,品渥食品,20260105 -98,7672,True,0.0,0.0,-0.1215760119356127,-0.019937193779656196,0.102967989939922,2,2,132.6597029597975,none,,,0,119,SZ300892,品渥食品,20260106 -98,7673,True,0.0,0.0,-0.12157601193561271,-0.019937193779656297,0.09615472825169075,2,2,131.6597029597977,none,,,0,119,SZ300892,品渥食品,20260107 -98,7674,True,0.058896725785190514,0.0,-0.121576011935612,-0.01993719377965633,0.0892371763877785,2,2,130.65970295979824,up,False,,0,119,SZ300892,品渥食品,20260108 -98,7675,True,0.0,0.0,-0.06815712346501533,-0.02577877752314194,0.5354849267327396,2,2,256.18113781107115,none,,,0,119,SZ300892,品渥食品,20260109 -98,7678,True,0.0,0.0,-0.0681571234650153,-0.025778777523142154,0.5336645920589003,2,2,255.1811378110714,none,,,0,119,SZ300892,品渥食品,20260112 -98,7679,True,0.0,0.0,-0.06815712346501486,-0.02577877752314215,0.5318299342555873,2,2,254.18113781107377,none,,,0,119,SZ300892,品渥食品,20260113 -98,7680,True,0.0,0.0,-0.06815712346501493,-0.02577877752314189,0.5299807836048205,2,2,253.18113781107206,none,,,0,119,SZ300892,品渥食品,20260114 -98,7681,True,0.0,0.0,-0.068157123465015,-0.02577877752314207,0.5281169676966421,2,2,252.1811378110728,none,,,0,119,SZ300892,品渥食品,20260115 -98,7682,True,0.0,0.0,-0.06815712346501526,-0.02577877752314202,0.5262383113754857,2,2,251.1811378110713,none,,,0,119,SZ300892,品渥食品,20260116 -98,7685,True,0.0,0.0,-0.06815712346501474,-0.025778777523142057,0.5243446366853463,2,2,250.18113781107408,none,,,0,119,SZ300892,品渥食品,20260119 -98,7686,True,0.0,0.0,-0.06815712346501467,-0.025778777523142064,0.52243576281354,2,2,249.18113781107436,none,,,0,119,SZ300892,品渥食品,20260120 -99,7288,True,0.0,0.0,0.02086246626103126,0.05177947066000687,0.6598294157504956,1,2,349.8244866249728,none,,,0,119,SZ300946,恒而达,20241218 -99,7289,True,0.0,0.0,0.020862466261031394,0.051779470660007085,0.6588542245087887,1,2,348.82448662497285,none,,,0,119,SZ300946,恒而达,20241219 -99,7290,True,0.0,0.0,0.020862466261031165,0.05177947066000679,0.6578734258916424,1,2,347.8244866249722,none,,,0,119,SZ300946,恒而达,20241220 -99,7294,True,0.0,0.7438178652984445,0.061572838908923656,0.1294001299152065,0.34673398052384036,1,1,182.16162551271776,down,False,,0,119,SZ300946,恒而达,20241224 -99,7295,True,0.0,0.9523137591784044,0.07047950190788259,0.12940012991520708,0.40208029759833924,1,1,199.0233797648971,down,False,,0,119,SZ300946,恒而达,20241225 -99,7304,True,0.0,0.0,-0.042501198196981706,0.037784762680041516,0.2878323147836933,3,1,167.09547831260574,none,,,0,119,SZ300946,恒而达,20250103 -99,7307,True,0.0,0.0,-0.042501198196981664,0.027347934943709434,0.35287637254525805,3,1,183.8906739784007,none,,,0,119,SZ300946,恒而达,20250106 -99,7308,True,0.0,0.0,-0.042501198196981636,0.027347934943709483,0.3493380640389904,3,1,182.89067397840063,none,,,0,119,SZ300946,恒而达,20250107 -99,7309,True,0.0,0.0,-0.04250119819698151,0.027347934943709455,0.34576084965119763,3,1,181.89067397840083,none,,,0,119,SZ300946,恒而达,20250108 -99,7310,True,0.0,0.0,-0.042501198196981484,0.027347934943709403,0.3421440841432809,3,1,180.89067397840077,none,,,0,119,SZ300946,恒而达,20250109 -99,7311,True,0.0,0.0,-0.04250119819698151,0.02734793494370941,0.33848710792929565,3,1,179.89067397840063,none,,,0,119,SZ300946,恒而达,20250110 -99,7314,True,0.0,0.0,-0.04250119819698161,0.02734793494370947,0.3347892466749369,3,1,178.89067397840043,none,,,0,119,SZ300946,恒而达,20250113 -99,7315,True,0.0,0.0,-0.042501198196981525,0.027347934943709445,0.33104981088300994,3,1,177.89067397840074,none,,,0,119,SZ300946,恒而达,20250114 -99,7316,True,0.0,0.0,-0.042501198196981345,0.02734793494370943,0.3272680954648281,3,1,176.8906739784012,none,,,0,119,SZ300946,恒而达,20250115 -99,7317,True,0.0,0.0,-0.04250119819698166,0.027347934943709417,0.32344337929699873,3,1,175.89067397840054,none,,,0,119,SZ300946,恒而达,20250116 -99,7318,True,0.0,0.0,-0.042501198196981387,0.027347934943709407,0.31957492476301735,3,1,174.89067397840086,none,,,0,119,SZ300946,恒而达,20250117 -99,7321,True,0.0,0.0,-0.04250119819698153,0.027347934943709344,0.31566197727900436,3,1,173.89067397840066,none,,,0,119,SZ300946,恒而达,20250120 -99,7322,True,0.0,0.0,-0.04250119819698142,0.027347934943709438,0.31170376480303036,3,1,172.89067397840086,none,,,0,119,SZ300946,恒而达,20250121 -99,7323,True,0.0,0.0,-0.042501198196981484,0.02734793494370944,0.307699497327277,3,1,171.89067397840077,none,,,0,119,SZ300946,恒而达,20250122 -99,7324,True,0.0,0.0,-0.042501198196981435,0.0273479349437094,0.30364836635239373,3,1,170.890673978401,none,,,0,119,SZ300946,恒而达,20250123 -99,7325,True,0.0,0.0,-0.04250119819698162,0.02734793494370935,0.2995495443432692,3,1,169.89067397840094,none,,,0,119,SZ300946,恒而达,20250124 -99,7328,True,0.0,0.0,-0.04250119819698154,0.02734793494370945,0.2954021841654857,3,2,168.89067397840043,none,,,0,119,SZ300946,恒而达,20250127 -99,7337,True,0.0,0.0,-0.04250119819698142,0.027347934943709414,0.2912054185016303,3,2,167.89067397840105,none,,,0,119,SZ300946,恒而达,20250205 -99,7338,True,0.0,0.0,-0.04250119819698148,0.02734793494370944,0.2869583592465978,3,2,166.89067397840077,none,,,0,119,SZ300946,恒而达,20250206 -99,7339,True,0.0,0.0,-0.04250119819698144,0.0273479349437093,0.28266009688107147,3,2,165.8906739784011,none,,,0,119,SZ300946,恒而达,20250207 -99,7342,True,0.0,0.0,-0.042501198196981296,0.027347934943709386,0.2783096998221516,3,2,164.89067397840105,none,,,0,119,SZ300946,恒而达,20250210 -99,7343,True,0.0,0.0,-0.042501198196981366,0.027347934943709372,0.27390621375025476,3,2,163.89067397840128,none,,,0,119,SZ300946,恒而达,20250211 -99,7344,True,0.0,0.0,-0.04250119819698158,0.027347934943709455,0.26944866091118497,3,2,162.89067397840037,none,,,0,119,SZ300946,恒而达,20250212 -99,7345,True,0.0,0.0,-0.04250119819698143,0.02734793494370938,0.2649360393923816,3,2,161.8906739784008,none,,,0,119,SZ300946,恒而达,20250213 -99,7346,True,0.0,0.0,-0.04250119819698134,0.027347934943709448,0.26036732237211374,3,2,160.890673978401,none,,,0,119,SZ300946,恒而达,20250214 -99,7349,True,0.0,0.0,-0.04250119819698163,0.027347934943709393,0.2557414573405601,3,2,159.89067397840049,none,,,0,119,SZ300946,恒而达,20250217 -99,7350,True,0.0,0.0,-0.003966964010669205,0.027347934943709466,0.6237335680298622,3,2,316.2652575115828,none,,,0,119,SZ300946,恒而达,20250218 -99,7542,True,0.0,0.6786868158635052,-0.01096884122304557,0.42970998523697096,0.1514349327533516,2,2,140.2367415219213,down,False,,0,119,SZ300946,恒而达,20250829 -99,7545,True,0.0,0.6811844675756008,-0.010968841223045535,0.42970998523697085,0.14534052794344748,2,2,139.2367415219214,down,False,,0,119,SZ300946,恒而达,20250901 -99,7546,True,0.0,0.5511153598027518,-0.010968841223045235,0.4297099852369709,0.13915794968930775,2,2,138.23674152192135,down,False,,0,119,SZ300946,恒而达,20250902 -99,7547,True,0.0,0.8934655872787822,-0.010968841223045771,0.42970998523697107,0.1328852705163377,2,2,137.23674152192123,down,False,,0,119,SZ300946,恒而达,20250903 -99,7548,True,0.0,1.0,-0.010968841223045601,0.429709985236971,0.126520506358029,2,2,136.23674152192137,down,False,,0,119,SZ300946,恒而达,20250904 -99,7549,True,0.0,0.8837417097582823,-0.010968841223045606,0.429709985236971,0.12006161446362167,2,2,135.23674152192135,down,False,,0,119,SZ300946,恒而达,20250905 -99,7552,True,0.0,0.8522273175387601,-0.010968841223045735,0.429709985236971,0.11350649121226672,2,2,134.2367415219213,down,False,,0,119,SZ300946,恒而达,20250908 -99,7569,True,0.0,0.8118077028503472,-0.010968841223045953,0.4297099852369707,0.018449370164876053,2,1,121.23674152192132,down,True,,0,119,SZ300946,恒而达,20250925 -99,7570,True,0.0,1.0,-0.010968841223045459,0.42970998523697085,0.010285886878395762,2,1,120.23674152192139,down,True,,0,119,SZ300946,恒而达,20250926 -99,7573,True,0.0,1.0,-0.010968841223045476,0.4292547560288803,0.0030164416800538166,2,1,119.36004260745413,down,False,,0,119,SZ300946,恒而达,20250929 -99,7574,True,0.0,0.6746969029137617,-0.010968841223045539,0.38005523781098866,0.07424698068865392,2,1,128.5440041972775,down,False,,0,119,SZ300946,恒而达,20250930 -99,7583,True,0.0,0.6067496717700508,-0.010968841223045728,0.3800552378109884,0.06698867775910691,2,1,127.54400419727759,down,False,,0,119,SZ300946,恒而达,20251009 -99,7584,True,0.0,1.0,-0.010968841223045634,0.41233468644727234,0.0203311925687789,2,1,121.46962228186956,down,False,,0,119,SZ300946,恒而达,20251010 -99,7608,True,0.0,1.0,-0.010968841223045542,0.3180047038498955,0.023436820566148056,2,2,121.85591521993335,down,False,,0,119,SZ300946,恒而达,20251103 -99,7609,True,0.0,0.0,-0.0109688412230462,0.10872377090936064,0.5678028744136076,2,1,275.33732400127417,none,,,0,119,SZ300946,恒而达,20251104 -99,7610,True,0.0,0.0,-0.010968841223045924,0.08638050051910713,0.6169671778587942,2,1,310.67833647981837,none,,,0,119,SZ300946,恒而达,20251105 -99,7611,True,0.0,0.0,-0.010968841223045693,0.08638050051910703,0.6157303047003587,2,1,309.6783364798193,none,,,0,119,SZ300946,恒而达,20251106 -99,7612,True,0.0,0.0,-0.050847888911777626,0.08638050051910685,0.4579983922341306,2,1,219.55654428871162,none,,,0,119,SZ300946,恒而达,20251107 -99,7615,True,0.0,0.0,-0.05084788891177723,0.08638050051910713,0.45551847743894797,2,1,218.55654428871208,none,,,0,119,SZ300946,恒而达,20251110 -99,7616,True,0.0,0.0,-0.05084788891177738,0.08638050051910699,0.4530157647564069,2,1,217.55654428871205,none,,,0,119,SZ300946,恒而达,20251111 -99,7617,True,0.0,0.0,-0.11579376657628278,0.08638050051910695,0.32471971764617924,2,1,176.22312261984368,none,,,0,119,SZ300946,恒而达,20251112 -99,7618,True,0.0,0.0,-0.11579376657628317,0.08638050051910712,0.3208658867575539,2,1,175.22312261984376,none,,,0,119,SZ300946,恒而达,20251113 -99,7619,True,0.0,0.0,-0.11579376657628314,0.08638050051910687,0.31696781569195637,2,1,174.2231226198438,none,,,0,119,SZ300946,恒而达,20251114 -99,7622,True,0.0,0.0,-0.11579376657628256,0.08638050051910699,0.3130247382668554,2,1,173.2231226198441,none,,,0,119,SZ300946,恒而达,20251117 -99,7623,True,0.0,0.01826344111865504,-0.11579376657628271,0.08638050051910717,0.30903587050459935,2,1,172.2231226198438,down,False,,0,119,SZ300946,恒而达,20251118 -99,7624,True,0.0,0.0,-0.11579376657628299,0.05836167510051983,0.38743605376009627,2,1,194.26543258129496,none,,,0,119,SZ300946,恒而达,20251119 -99,7625,True,0.0,0.0,-0.11579376657628256,0.0329401540064441,0.46319849034125693,2,1,221.6834302043059,none,,,0,119,SZ300946,恒而达,20251120 -99,7626,True,0.0,0.0,-0.11579376657628272,0.03294015400644413,0.46076603988876175,2,1,220.683430204306,none,,,0,119,SZ300946,恒而达,20251121 -99,7629,True,0.0,0.0,-0.11579376657628276,0.03294015400644409,0.45831144438463245,2,1,219.68343020430612,none,,,0,119,SZ300946,恒而达,20251124 -99,7630,True,0.0,0.0,-0.11579376657628243,0.0329401540064441,0.4558344000328532,2,1,218.6834302043063,none,,,0,119,SZ300946,恒而达,20251125 -99,7631,True,0.0,0.0,-0.11579376657628268,0.03294015400644411,0.45333459745506205,2,1,217.6834302043063,none,,,0,119,SZ300946,恒而达,20251126 -99,7632,True,0.0,0.0,-0.11579376657628267,0.03294015400644418,0.45081172156173854,2,1,216.68343020430603,none,,,0,119,SZ300946,恒而达,20251127 -99,7633,True,0.0,0.0,-0.11579376657628292,0.03294015400644386,0.44826545141980817,2,1,215.68343020430586,none,,,0,119,SZ300946,恒而达,20251128 -99,7636,True,0.0,0.0,-0.11579376657628355,0.032940154006444,0.4456954601165412,2,1,214.68343020430515,none,,,0,119,SZ300946,恒而达,20251201 -99,7637,True,0.0,0.0,-0.11579376657628337,0.032940154006444164,0.44310141461964225,2,1,213.68343020430524,none,,,0,119,SZ300946,恒而达,20251202 -99,7638,True,0.0,0.0,-0.11579376657628325,0.03294015400644415,0.44048297563337374,2,1,212.68343020430547,none,,,0,119,SZ300946,恒而达,20251203 -99,7639,True,0.0,0.0,-0.11579376657628297,0.03294015400644414,0.43783979745062074,2,1,211.68343020430595,none,,,0,119,SZ300946,恒而达,20251204 -99,7640,True,0.0,0.0,-0.1157937665762832,0.032940154006443886,0.43517152780072826,2,1,210.6834302043059,none,,,0,119,SZ300946,恒而达,20251205 -99,7643,True,0.0,0.0,-0.11579376657628399,0.03294015400644396,0.432477807692995,2,1,209.68343020430495,none,,,0,119,SZ300946,恒而达,20251208 -99,7646,True,0.0,0.0,-0.11579376657628276,0.032940154006444025,0.42424025050112213,2,1,206.68343020430595,none,,,0,119,SZ300946,恒而达,20251211 -99,7647,True,0.0,0.0,-0.11579376657628278,0.03294015400644378,0.4214409985199253,2,1,205.6834302043062,none,,,0,119,SZ300946,恒而达,20251212 -99,7650,True,0.0,0.0,-0.11579376657628278,0.032940154006443956,0.41861439452514854,2,1,204.68343020430612,none,,,0,119,SZ300946,恒而达,20251215 -99,7651,True,0.0,0.0,-0.1157937665762825,0.03294015400644408,0.4157600356561352,2,1,203.68343020430635,none,,,0,119,SZ300946,恒而达,20251216 -99,7652,True,0.0,0.0,-0.11579376657628238,0.03294015400644411,0.41287751110168674,2,1,202.6834302043065,none,,,0,119,SZ300946,恒而达,20251217 -99,7653,True,0.0,0.0,-0.11579376657628337,0.03294015400644397,0.40996640190295813,2,1,201.68343020430558,none,,,0,119,SZ300946,恒而达,20251218 -99,7654,True,0.0,0.0,-0.11579376657628375,0.032940154006444074,0.4070262807504717,2,1,200.68343020430518,none,,,0,119,SZ300946,恒而达,20251219 -99,7657,True,0.0,0.0,-0.1157937665762826,0.03294015400644409,0.4040567117750063,2,1,199.6834302043058,none,,,0,119,SZ300946,恒而达,20251222 -99,7658,True,0.0,0.0,-0.11579376657628346,0.03294015400644415,0.4010572503321843,2,1,198.68343020430504,none,,,0,119,SZ300946,恒而达,20251223 -99,7659,True,0.0,0.0,-0.11579376657628315,0.03294015400644407,0.3980274427805428,2,1,197.6834302043057,none,,,0,119,SZ300946,恒而达,20251224 -99,7660,True,0.0,0.0,-0.11579376657628279,0.03294015400644391,0.3949668262527862,2,1,196.68343020430626,none,,,0,119,SZ300946,恒而达,20251225 -99,7661,True,0.0,0.0,-0.13856465354732342,0.03294015400644385,0.3116964129095234,2,1,172.88882730224333,none,,,0,119,SZ300946,恒而达,20251226 -99,7664,True,0.14755718085630767,0.0,-0.18794554196988839,0.03294015400644395,0.14143554521874835,2,1,138.60345526454302,up,False,,0,119,SZ300946,恒而达,20251229 -99,7665,True,0.0,0.0,-0.1028951966920484,0.028880197097157168,0.44301938827063564,3,1,213.6519611167755,none,,,0,119,SZ300946,恒而达,20251230 -99,7666,True,0.0,0.0,-0.10289519669204844,0.02897296507166717,0.44017302381393014,3,1,212.5656766501512,none,,,0,119,SZ300946,恒而达,20251231 -99,7671,True,0.0,0.0,-0.10289519669204825,0.028972965071667182,0.4375269094486424,3,1,211.5656766501516,none,,,0,119,SZ300946,恒而达,20260105 -99,7672,True,0.0,0.0,-0.10289519669204854,0.02897296507166729,0.43485566169592227,3,1,210.56567665015112,none,,,0,119,SZ300946,恒而达,20260106 -99,7673,True,0.0,0.0,-0.10289519669204843,0.001544856420893104,0.5077639834621106,3,1,241.75394729743456,none,,,0,119,SZ300946,恒而达,20260107 -99,7674,True,0.0,0.0,-0.10289519669204834,-0.029264973857330644,0.6104863473252757,3,2,305.50918865833614,none,,,0,119,SZ300946,恒而达,20260108 -99,7675,True,0.0,0.0,-0.10289519669204819,-0.029264973857330675,0.6092071949476715,3,2,304.5091886583367,none,,,0,119,SZ300946,恒而达,20260109 -99,7678,True,0.0,0.0,-0.10289519669204826,-0.03261593551119842,0.6209895743767271,3,2,313.97553195088904,none,,,0,119,SZ300946,恒而达,20260112 -99,7679,True,0.0,0.0,-0.10289519669204844,-0.03261593551119841,0.6197785837818365,2,2,312.97553195088886,none,,,0,119,SZ300946,恒而达,20260113 -99,7680,True,0.0,0.0,-0.10289519669204837,-0.032615935511198256,0.6185598298178937,2,2,311.9755319508884,none,,,0,119,SZ300946,恒而达,20260114 -99,7681,True,0.0,0.0,-0.10289519669204825,-0.03261593551119809,0.6173332375912023,2,2,310.97553195088807,none,,,0,119,SZ300946,恒而达,20260115 -99,7682,True,0.0,0.0,-0.10289519669204832,-0.03261593551119824,0.6160987312416197,2,2,309.97553195088864,none,,,0,119,SZ300946,恒而达,20260116 -99,7685,True,0.0,0.0,-0.10289519669204823,-0.03420252892874782,0.6213655142546987,2,2,314.2872730299811,none,,,0,119,SZ300946,恒而达,20260119 -99,7686,True,0.0,0.0,-0.10289519669204833,-0.03420252892874781,0.620156928658215,2,2,313.28727302998016,none,,,0,119,SZ300946,恒而达,20260120 -100,7272,True,0.0,0.0,-0.04396780435937824,-0.004260727129064194,0.6088919181481689,1,1,304.2637202395691,none,,,0,119,SZ300998,宁波方正,20241202 -100,7273,True,0.0,0.0,-0.04396780435937828,-0.004260727129063807,0.6076022548757413,1,1,303.2637202395666,none,,,0,119,SZ300998,宁波方正,20241203 -100,7274,True,0.0,0.0,-0.043967804359378256,-0.004260727129064531,0.6063040582386738,1,1,302.26372023957106,none,,,0,119,SZ300998,宁波方正,20241204 -100,7275,True,0.0,0.0,-0.04083419190128789,-0.004260727129064341,0.6286803821767408,1,1,320.4786235039206,none,,,0,119,SZ300998,宁波方正,20241205 -100,7276,True,0.0,0.0,-0.04104410231478381,-0.004260727129064311,0.6258910698705384,1,1,318.08917247396283,none,,,0,119,SZ300998,宁波方正,20241206 -100,7279,True,0.0,0.0,-0.041044102314783816,-0.00426072712906438,0.6247112474022704,1,1,317.0891724739631,none,,,0,119,SZ300998,宁波方正,20241209 -100,7280,True,0.0,0.0,-0.04104410231478393,-0.004260727129064427,0.6235239598097828,1,1,316.0891724739625,none,,,0,119,SZ300998,宁波方正,20241210 -100,7281,True,0.0,0.0,-0.03319129116876117,-0.00426072712906478,0.6875008296454997,1,1,380.80101097550425,none,,,0,119,SZ300998,宁波方正,20241211 -100,7282,True,0.0,0.0,-0.034085035459612355,0.020364527312184393,0.48185144562434,1,1,229.6638656907734,none,,,0,119,SZ300998,宁波方正,20241212 -100,7283,True,0.0,0.0,-0.03408503545961237,0.020364527312184653,0.47958546209077746,1,1,228.66386569077272,none,,,0,119,SZ300998,宁波方正,20241213 -100,7286,True,0.0,0.0,-0.03408503545961231,0.02036452731218458,0.47729957216120894,1,1,227.66386569077278,none,,,0,119,SZ300998,宁波方正,20241216 -100,7287,True,0.0,0.0,-0.03408503545961241,0.020364527312183196,0.4749935123653795,1,1,226.66386569077665,none,,,0,119,SZ300998,宁波方正,20241217 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-101,7322,True,0.0,0.0,-0.06849593442182335,0.022410624385861472,0.30514320124250205,2,1,171.2583084928992,none,,,0,119,SZ301051,信濠光电,20250121 -101,7323,True,0.0,0.0,-0.06849593442182333,0.022410624385861444,0.30106200952323625,2,1,170.2583084928994,none,,,0,119,SZ301051,信濠光电,20250122 -101,7324,True,0.0,0.0,-0.06849593442182324,0.022410624385861427,0.2969325933858547,2,1,169.25830849289972,none,,,0,119,SZ301051,信濠光电,20250123 -101,7325,True,0.0,0.0,-0.0684959344218232,0.022410624385861368,0.29275409300205946,2,1,168.25830849289957,none,,,0,119,SZ301051,信濠光电,20250124 -101,7328,True,0.0,0.0,-0.0684959344218236,0.022410624385861395,0.2885256279806752,2,1,167.25830849289923,none,,,0,119,SZ301051,信濠光电,20250127 -101,7337,True,0.0,0.0,-0.06849593442182306,0.022410624385861378,0.28424629674924223,2,1,166.25830849289983,none,,,0,119,SZ301051,信濠光电,20250205 -101,7338,True,0.0,0.0,-0.06849593442182333,0.022410624385861486,0.27991517591314885,2,1,165.25830849289935,none,,,0,119,SZ301051,信濠光电,20250206 -101,7339,True,0.0,0.0,-0.06849593442182347,0.02241062438586135,0.275531319591397,2,1,164.25830849289926,none,,,0,119,SZ301051,信濠光电,20250207 -101,7343,True,0.0,0.0,-0.06849593442182321,0.022410624385861427,0.2666015003773587,2,1,162.2583084928993,none,,,0,119,SZ301051,信濠光电,20250211 -101,7344,True,0.0,0.0,-0.06849593442182376,0.022410624385861444,0.26205352696453243,2,1,161.25830849289875,none,,,0,119,SZ301051,信濠光电,20250212 -101,7345,True,0.0,0.0,-0.06849593442182297,0.02241062438586145,0.25744879551582,2,1,160.25830849289977,none,,,0,119,SZ301051,信濠光电,20250213 -101,7346,True,0.0,0.0,-0.06849593442182303,0.022410624385861402,0.2527862368618251,2,1,159.2583084928998,none,,,0,119,SZ301051,信濠光电,20250214 -101,7349,True,0.0,0.0,-0.06849593442182325,0.022410624385861454,0.24806475480976614,2,1,158.25830849289943,none,,,0,119,SZ301051,信濠光电,20250217 -101,7350,True,0.0,0.0,-0.06849593442182338,0.022410624385861447,0.24328322528425733,2,1,157.25830849289932,none,,,0,119,SZ301051,信濠光电,20250218 -101,7351,True,0.0,0.0,-0.06849593442182347,0.022410624385861427,0.23844049543510956,2,1,156.258308492899,none,,,0,119,SZ301051,信濠光电,20250219 -101,7352,True,0.0,0.0,-0.06849593442182367,0.022410624385861416,0.23353538271066052,2,1,155.25830849289898,none,,,0,119,SZ301051,信濠光电,20250220 -101,7353,True,0.0,0.0,-0.06662497063954526,0.022410624385861385,0.24161051264360714,2,1,156.91145774556063,none,,,0,119,SZ301051,信濠光电,20250221 -101,7356,True,0.0,0.0,-0.06796550520702059,0.022410624385861368,0.22726938980403655,2,1,153.99933486499484,none,,,0,119,SZ301051,信濠光电,20250224 -101,7357,True,0.0,0.0,-0.06796550520702026,0.022410624385861482,0.22221884098382158,2,1,152.99933486499475,none,,,0,119,SZ301051,信濠光电,20250225 -101,7358,True,0.0,0.0,-0.06796550520702027,0.0224106243858614,0.21710183728307025,2,1,151.99933486499506,none,,,0,119,SZ301051,信濠光电,20250226 -101,7359,True,0.0,0.0,-0.06796550520702052,0.022410624385861416,0.21191705840032118,3,1,150.9993348649948,none,,,0,119,SZ301051,信濠光电,20250227 -101,7360,True,0.0,0.20622694869553126,-0.0679655052070206,0.02241062438586138,0.20666314882592815,3,1,149.99933486499458,down,True,,0,119,SZ301051,信濠光电,20250228 -101,7363,True,0.0,0.19864645831110322,-0.06796550520702038,0.022473555110561965,0.20111860057185002,3,1,148.95828102291756,down,True,,0,119,SZ301051,信濠光电,20250303 -101,7364,True,0.0,0.0,-0.06796550520702026,0.014268614085230459,0.2560819866731123,3,1,159.96386411967384,none,,,0,119,SZ301051,信濠光电,20250304 -101,7365,True,0.0,0.0,-0.06796550520702024,0.008713302573631603,0.27201480297822944,3,1,163.46486231703045,none,,,0,119,SZ301051,信濠光电,20250305 -101,7366,True,0.0,0.0,-0.06796550520702034,0.008713302573631574,0.2675339251647779,3,1,162.46486231703034,none,,,0,119,SZ301051,信濠光电,20250306 -101,7367,True,0.0,0.0,-0.07129986311119972,0.008713302573631669,0.2346592901025929,3,1,155.48630624385808,none,,,0,119,SZ301051,信濠光电,20250307 -101,7370,True,0.0,0.0,-0.0774188240461386,0.008713302573631692,0.17771718094344277,3,1,144.71906410076056,none,,,0,119,SZ301051,信濠光电,20250310 -101,7371,True,0.0,0.0,-0.08732078453355761,0.00871330257363164,0.08847257130525281,3,1,130.55010332536114,none,,,0,119,SZ301051,信濠光电,20250311 -101,7372,True,0.0,0.0,-0.08877467230157679,0.008713302573631627,0.0691617465193834,3,1,127.84175935511017,none,,,0,119,SZ301051,信濠光电,20250312 -101,7373,True,0.0,0.0,-0.09422480291596601,0.007258708659896419,0.02845273017604533,2,1,122.48503361196511,none,,,0,119,SZ301051,信濠光电,20250313 -101,7378,True,0.2744125408658952,0.0,-0.0913381599580434,0.0072587086598963155,0.02984786863151783,2,1,122.66117462643759,up,False,,0,119,SZ301051,信濠光电,20250318 -101,7379,True,0.26298033127749193,0.0,-0.09133815995804322,0.007258708659896444,0.021873655540551255,2,1,121.66117462643756,up,False,,0,119,SZ301051,信濠光电,20250319 -101,7380,True,0.19396550242622548,0.0,-0.09133815995804341,0.007258708659896419,0.013767267155987375,2,1,120.66117462643739,up,False,,0,119,SZ301051,信濠光电,20250320 -101,7381,True,0.07766959148625995,0.0,-0.09133815995804338,0.0072587086598964,0.005525389738998435,2,1,119.66117462643741,up,False,,0,119,SZ301051,信濠光电,20250321 -101,7384,True,0.07142644472396936,0.0,-0.09133815995804355,0.00563401940827968,0.013532763805466317,2,1,120.63249100807735,up,False,,0,119,SZ301051,信濠光电,20250324 -101,7393,True,0.0,0.0,-0.08110330576496835,-0.021826834748647356,0.13606027628363887,2,2,137.7410908808596,none,,,0,119,SZ301051,信濠光电,20250402 -101,7394,True,0.0,0.0,-0.08907939783920285,-0.021826834748647255,0.08386168929070656,2,2,129.89305065505636,none,,,0,119,SZ301051,信濠光电,20250403 -101,7398,True,0.0,1.0433104348866055e-15,-0.08907939783920295,-0.055695654444329425,0.5111460204205346,2,2,243.42647287512975,none,,,0,119,SZ301051,信濠光电,20250407 -101,7511,True,0.0,0.0,-0.003272022746678487,0.09089713407651755,0.1520197853071135,1,2,140.33346290172386,none,,,0,119,SZ301051,信濠光电,20250729 -101,7512,True,0.0,0.0,-0.0032720227466785452,0.0908971340765174,0.1459338085644622,1,2,139.33346290172375,none,,,0,119,SZ301051,信濠光电,20250730 -101,7513,True,0.0,0.0,-0.003265410244531808,0.09089713407651759,0.139781385109623,1,2,138.3369273113962,none,,,0,119,SZ301051,信濠光电,20250731 -101,7514,True,0.0,0.0,-0.003265410244531802,0.09089713407651756,0.13351782124715428,1,2,137.33692731139644,none,,,0,119,SZ301051,信濠光电,20250801 -101,7517,True,0.0,0.0,-0.003265410244531764,0.09089713407651763,0.12716237378445694,1,2,136.3369273113961,none,,,0,119,SZ301051,信濠光电,20250804 -101,7518,True,0.0,0.0,-0.003265410244531805,0.09089713407651774,0.12071300594705085,1,2,135.33692731139615,none,,,0,119,SZ301051,信濠光电,20250805 -102,7188,True,0.0,0.0,-0.06428955462550688,0.0046070854342348715,0.16340200193267737,2,2,142.24275013197422,none,,,0,119,SZ301107,瑜欣电子,20240909 -102,7189,True,0.0,0.0,-0.06428955462550678,0.004607085434234904,0.15747888023414183,2,2,141.24275013197393,none,,,0,119,SZ301107,瑜欣电子,20240910 -102,7190,True,0.0,0.0,-0.06428955462550665,0.004607085434234906,0.15147128897560733,2,2,140.24275013197416,none,,,0,119,SZ301107,瑜欣电子,20240911 -102,7191,True,0.0,0.0,-0.06428955462550677,0.004607085434234878,0.14537740825133064,2,2,139.24275013197402,none,,,0,119,SZ301107,瑜欣电子,20240912 -102,7192,True,0.0,0.0,-0.0642895546255068,0.004607085434234874,0.1391953654973157,2,3,138.24275013197428,none,,,0,119,SZ301107,瑜欣电子,20240913 -102,7197,True,0.0,0.0,-0.06428955462550677,0.0046070854342348715,0.13292323357286118,2,2,137.24275013197428,none,,,0,119,SZ301107,瑜欣电子,20240918 -102,7198,True,0.0,0.0,-0.06428955462550691,0.004607085434234908,0.12655902875765065,2,2,136.2427501319739,none,,,0,119,SZ301107,瑜欣电子,20240919 -102,7199,True,0.0,0.0,-0.06428955462550677,0.004607085434234864,0.12010070865997584,2,2,135.24275013197413,none,,,0,119,SZ301107,瑜欣电子,20240920 -102,7202,True,0.0,0.0,-0.06428955462550695,0.00460708543423489,0.11354617003144467,2,2,134.24275013197385,none,,,0,119,SZ301107,瑜欣电子,20240923 -102,7203,True,0.023561282082941844,0.0,-0.06428955462550656,0.0046070854342348845,0.10689324648333368,2,2,133.2427501319744,up,False,,0,119,SZ301107,瑜欣电子,20240924 -102,7205,True,0.5718513337779609,0.0,-0.06795239960354113,0.004607085434234797,0.05616587674779956,2,2,126.08147667935312,up,False,,0,119,SZ301107,瑜欣电子,20240926 -102,7206,True,1.0,0.0,-0.06795239960354114,0.0046070854342349175,0.048620122185981225,2,2,125.0814766793531,up,True,,0,119,SZ301107,瑜欣电子,20240927 -102,7209,True,0.0,0.0,-0.020226911720752538,0.004607085434234829,0.6169331654795149,2,2,310.650751451667,none,,,0,119,SZ301107,瑜欣电子,20240930 -102,7294,True,0.0,0.00956942297226038,0.04542862461839952,0.058039072040501745,0.789531895111821,2,2,565.4063358589392,down,False,,0,119,SZ301107,瑜欣电子,20241224 -102,7297,True,0.0,1.0,0.06352274422801597,0.11332619430976544,0.257204402044821,2,1,160.20558054946974,down,False,,0,119,SZ301107,瑜欣电子,20241227 -102,7304,True,0.0,0.0,-0.01610607210065819,0.029813736821552524,0.43350139733111936,3,2,210.06230101781148,none,,,0,119,SZ301107,瑜欣电子,20250103 -102,7307,True,0.0,0.0,-0.016106072100658186,0.020369226735806375,0.5336401835133113,3,2,255.16778202822846,none,,,0,119,SZ301107,瑜欣电子,20250106 -102,7308,True,0.0,0.0,-0.016106072100658224,0.020369226735806295,0.5318053332708264,3,2,254.167782028229,none,,,0,119,SZ301107,瑜欣电子,20250107 -102,7309,True,0.0,0.0,-0.016106072100658304,0.02036922673580636,0.5299559878960761,3,2,253.1677820282281,none,,,0,119,SZ301107,瑜欣电子,20250108 -102,7310,True,0.0,0.0,-0.016106072100658207,0.020369226735806323,0.5280919749427836,3,2,252.16778202822863,none,,,0,119,SZ301107,瑜欣电子,20250109 -102,7311,True,0.0,0.0,-0.016106072100658286,0.020369226735806337,0.526213119218349,3,2,251.1677820282286,none,,,0,119,SZ301107,瑜欣电子,20250110 -102,7314,True,0.0,0.0,-0.016106072100658286,0.02036922673580636,0.5243192427289761,3,2,250.16778202822823,none,,,0,119,SZ301107,瑜欣电子,20250113 -102,7315,True,0.0,0.0,-0.016106072100658227,0.02036922673580637,0.5224101646234568,3,2,249.16778202822846,none,,,0,119,SZ301107,瑜欣电子,20250114 -102,7316,True,0.0,0.0,-0.01610607210065808,0.0203692267358063,0.5204857011355984,3,2,248.1677820282293,none,,,0,119,SZ301107,瑜欣电子,20250115 -102,7317,True,0.0,0.0,-0.016106072100658293,0.020369226735806326,0.5185456655252536,3,2,247.16778202822863,none,,,0,119,SZ301107,瑜欣电子,20250116 -102,7318,True,0.0,0.0,-0.01610607210065822,0.020369226735806316,0.5165898680179281,3,2,246.16778202822871,none,,,0,119,SZ301107,瑜欣电子,20250117 -102,7321,True,0.0,0.0,-0.01610607210065828,0.020369226735806295,0.5146181157428821,3,2,245.16778202822863,none,,,0,119,SZ301107,瑜欣电子,20250120 -102,7322,True,0.0,0.0,-0.016106072100658,0.020369226735806333,0.5126302126697386,3,2,244.16778202822988,none,,,0,119,SZ301107,瑜欣电子,20250121 -102,7323,True,0.0,0.0,-0.01610607210065824,0.020369226735806302,0.5106259595434989,3,2,243.16778202822854,none,,,0,119,SZ301107,瑜欣电子,20250122 -102,7324,True,0.0,0.0,-0.016106072100658158,0.020369226735806312,0.5086051538179908,3,2,242.16778202822906,none,,,0,119,SZ301107,瑜欣电子,20250123 -102,7325,True,0.0,0.0,-0.016106072100658276,0.02036922673580634,0.506567589587605,3,2,241.1677820282287,none,,,0,119,SZ301107,瑜欣电子,20250124 -102,7328,True,0.0,0.0,-0.01610607210065818,0.020369226735806323,0.5045130575173776,3,3,240.16778202822886,none,,,0,119,SZ301107,瑜欣电子,20250127 -102,7337,True,0.0,0.0,-0.016106072100658165,0.020369226735806396,0.5024413447712843,3,3,239.16778202822854,none,,,0,119,SZ301107,瑜欣电子,20250205 -102,7338,True,0.0,0.0,-0.016106072100658148,0.020369226735806285,0.5003522349387489,3,2,238.16778202822937,none,,,0,119,SZ301107,瑜欣电子,20250206 -102,7339,True,0.0,0.0,-0.01610607210065814,0.02036922673580634,0.4982455079592728,3,2,237.1677820282291,none,,,0,119,SZ301107,瑜欣电子,20250207 -102,7342,True,0.0,0.0,-0.016106072100658186,0.020369226735806316,0.49612094004517426,3,2,236.16778202822857,none,,,0,119,SZ301107,瑜欣电子,20250210 -102,7343,True,0.0,0.0,-0.016106072100658217,0.020369226735806358,0.4939783036023378,3,2,235.16778202822883,none,,,0,119,SZ301107,瑜欣电子,20250211 -102,7344,True,0.0,0.0,-0.016106072100658262,0.02036922673580633,0.49181736714893276,3,2,234.1677820282286,none,,,0,119,SZ301107,瑜欣电子,20250212 -102,7345,True,0.0,0.0,-0.016106072100658116,0.02036922673580631,0.48963789523205703,3,2,233.1677820282292,none,,,0,119,SZ301107,瑜欣电子,20250213 -102,7346,True,0.0,0.0,-0.016106072100658203,0.020369226735806333,0.4874396483422011,3,2,232.16778202822843,none,,,0,119,SZ301107,瑜欣电子,20250214 -102,7349,True,0.0,0.0,-0.016106072100658297,0.020369226735806323,0.48522238282552316,4,2,231.16778202822798,none,,,0,119,SZ301107,瑜欣电子,20250217 -102,7350,True,0.0,0.0,-0.016106072100658345,0.020369226735806344,0.48298585079381007,4,2,230.16778202822798,none,,,0,119,SZ301107,瑜欣电子,20250218 -102,7351,True,0.06342143925301312,0.0,-0.01610607210065809,0.02036922673580636,0.4807298000320936,4,2,229.16778202822883,up,True,,0,119,SZ301107,瑜欣电子,20250219 -102,7352,True,0.08815849398096738,0.0,-0.016106072100658113,0.020369226735806312,0.4784539739038303,4,2,228.1677820282292,up,True,,0,119,SZ301107,瑜欣电子,20250220 -102,7353,True,0.21547116268247152,0.0,-0.01610607210065821,0.02036922673580634,0.47615811125359003,4,2,227.16778202822857,up,False,,0,119,SZ301107,瑜欣电子,20250221 -102,7356,True,0.0,0.0,-0.0031922740230297436,0.02036922673580631,0.645125105941272,4,2,335.3294414236776,none,,,0,119,SZ301107,瑜欣电子,20250224 -102,7357,True,0.0,0.0,-0.0031922740230297935,0.02036922673580631,0.6440636532240128,4,2,334.329441423677,none,,,0,119,SZ301107,瑜欣电子,20250225 -102,7358,True,0.0,0.0,-0.001990968015829556,0.020369226735806305,0.6598974866158983,4,2,349.89450332466356,none,,,0,119,SZ301107,瑜欣电子,20250226 -102,7359,True,0.0,0.0,-0.001990968015829502,0.024388043486271778,0.6148806622331118,4,2,308.99513041858836,none,,,0,119,SZ301107,瑜欣电子,20250227 -102,7619,True,0.0,0.0,-0.019875345956048028,0.03355223843900394,0.3895088303184723,3,2,194.9250143324403,none,,,0,119,SZ301107,瑜欣电子,20251114 -102,7622,True,0.0,0.0,-0.019875345956046942,0.03355223843900384,0.3863607518110067,3,2,193.9250143324428,none,,,0,119,SZ301107,瑜欣电子,20251117 -102,7623,True,0.0,0.01532563579325724,-0.019875345956047372,0.033552238439003894,0.38318003804865225,3,2,192.92501433244195,down,False,,0,119,SZ301107,瑜欣电子,20251118 -102,7624,True,0.0,0.0,-0.019875345956046623,0.0236216348648437,0.4952120794944162,3,2,235.74256666207944,none,,,0,119,SZ301107,瑜欣电子,20251119 -102,7625,True,0.0,0.0,-0.01987534595604678,0.02311956772051173,0.5048174925584855,3,1,240.315435645826,none,,,0,119,SZ301107,瑜欣电子,20251120 -102,7633,True,0.2844506270745516,0.0,-0.09946213661538629,0.011637879103390805,0.047598591361747794,2,1,124.9473162478274,up,False,,0,119,SZ301107,瑜欣电子,20251128 -102,7637,True,0.0,0.0,-0.05739777285623918,0.011637879103390845,0.29678611095363316,2,1,169.22305127018566,none,,,0,119,SZ301107,瑜欣电子,20251202 -102,7638,True,0.0,0.0,-0.057397772856239225,0.011637879103390853,0.2926058640508648,2,1,168.2230512701856,none,,,0,119,SZ301107,瑜欣电子,20251203 -102,7639,True,0.0,0.0,-0.057397772856238906,0.011637879103390954,0.2883756210874939,2,1,167.22305127018564,none,,,0,119,SZ301107,瑜欣电子,20251204 -102,7640,True,0.0,0.0,-0.057397772856238836,0.011637879103390873,0.2840944797327037,2,1,166.223051270186,none,,,0,119,SZ301107,瑜欣电子,20251205 -102,7643,True,0.0,0.0,-0.057397772856239176,0.011637879103390826,0.2797615158105169,2,1,165.22305127018595,none,,,0,119,SZ301107,瑜欣电子,20251208 -102,7644,True,0.0,0.0,-0.057397772856239065,0.002712089766167032,0.31102431751549925,2,2,172.7201743476295,none,,,0,119,SZ301107,瑜欣电子,20251209 -102,7645,True,0.0,0.0,-0.05739777285623905,0.0027120897661669975,0.30701211752151614,2,2,171.72017434762978,none,,,0,119,SZ301107,瑜欣电子,20251210 -102,7646,True,0.0,0.0,-0.057397772856238885,-0.003976798278134784,0.3350062720406743,2,2,178.94905620414903,none,,,0,119,SZ301107,瑜欣电子,20251211 -102,7647,True,0.0,0.0,-0.05739777285623936,-0.004021943834126686,0.3315042492023223,2,3,178.01160270353864,none,,,0,119,SZ301107,瑜欣电子,20251212 -102,7650,True,0.0,0.0,-0.05739777285623896,-0.004099120523317615,0.32813445596500174,2,3,177.1187718383742,none,,,0,119,SZ301107,瑜欣电子,20251215 -102,7651,True,0.0,0.0,-0.057397772856239405,-0.008937492041162322,0.35156556063739836,2,3,183.5189385020553,none,,,0,119,SZ301107,瑜欣电子,20251216 -102,7652,True,0.0,0.0,-0.05739777285623902,-0.01704253146130407,0.4016835000660508,2,3,198.89138944544732,none,,,0,119,SZ301107,瑜欣电子,20251217 -102,7653,True,0.0,0.0,-0.05739777285623906,-0.01906955086098449,0.41399071767260165,2,3,203.06845572032378,none,,,0,119,SZ301107,瑜欣电子,20251218 -102,7654,True,0.0,0.0,-0.05739777285623915,-0.02560876714147065,0.4670138529325212,2,3,223.27034324390053,none,,,0,119,SZ301107,瑜欣电子,20251219 -102,7657,True,0.0,0.0,-0.0573977728562392,-0.02560876714147058,0.4646159345269928,2,3,222.27034324390024,none,,,0,119,SZ301107,瑜欣电子,20251222 -102,7658,True,0.0,0.0,-0.05739777285623913,-0.02560876714147069,0.4621963420157531,2,3,221.2703432439012,none,,,0,119,SZ301107,瑜欣电子,20251223 -103,7198,True,0.0,0.0,-0.11638542700602093,0.018198298182277323,0.20940641416260075,2,2,150.51981464528936,none,,,0,119,SZ301169,零点有数,20240919 -103,7199,True,0.0,0.0,-0.116385427006021,0.03013899825173906,0.15750226615614427,2,2,141.24667072642222,none,,,0,119,SZ301169,零点有数,20240920 -103,7202,True,0.0,0.0,-0.11638542700602096,0.03013899825173921,0.15149500958826922,2,2,140.2466707264222,none,,,0,119,SZ301169,零点有数,20240923 -103,7203,True,0.32255604629340967,0.0,-0.11638542700602089,0.030138998251738984,0.1454014707913614,2,2,139.24667072642217,up,True,,0,119,SZ301169,零点有数,20240924 -103,7204,True,0.6431794492342903,0.0,-0.1163854270060208,0.030138998251739057,0.1392197774115646,2,2,138.24667072642242,up,True,,0,119,SZ301169,零点有数,20240925 -103,7205,True,0.8462366844384711,0.0,-0.11638542700602099,0.030138998251739133,0.13294800252600436,2,2,137.24667072642202,up,True,,0,119,SZ301169,零点有数,20240926 -103,7419,True,0.0,0.0,-0.06623033751132808,-0.020092270674877944,0.7046564371125582,3,2,402.9205811583987,none,,,0,119,SZ301169,零点有数,20250428 -103,7420,True,0.0,0.0,-0.06623033751132827,-0.020092270674877802,0.7039216064601023,3,2,401.92058115839615,none,,,0,119,SZ301169,零点有数,20250429 -103,7421,True,0.0,0.0,-0.06623033751132827,-0.02009227067487788,0.7031831100908607,3,2,400.92058115839694,none,,,0,119,SZ301169,零点有数,20250430 -103,7427,True,0.0,0.0,-0.0662303375113282,-0.020092270674878055,0.7024409205064969,3,2,399.92058115839916,none,,,0,119,SZ301169,零点有数,20250506 -103,7428,True,0.0,0.0,-0.0662303375113283,-0.020092270674878156,0.7016950099329452,3,2,398.92058115839893,none,,,0,119,SZ301169,零点有数,20250507 -103,7429,True,0.0,0.0,-0.06623033751132824,-0.020092270674878086,0.7009453503169517,3,2,397.9205811583989,none,,,0,119,SZ301169,零点有数,20250508 -103,7430,True,0.0,0.0,-0.06623033751132842,-0.020092270674878204,0.7001919133225522,3,2,396.9205811583981,none,,,0,119,SZ301169,零点有数,20250509 -103,7433,True,0.0,0.0,-0.06623033751132806,-0.020092270674878045,0.6994346703275061,3,2,395.9205811584001,none,,,0,119,SZ301169,零点有数,20250512 -103,7434,True,0.0,0.0,-0.06623033751132835,-0.020092270674877954,0.6986735924196601,3,2,394.9205811583974,none,,,0,119,SZ301169,零点有数,20250513 -103,7435,True,0.0,0.0,-0.06623033751132823,-0.02009227067487794,0.6979086503932903,3,2,393.92058115839853,none,,,0,119,SZ301169,零点有数,20250514 -103,7436,True,0.0,0.0,-0.0662303375113281,-0.020092270674878086,0.6971398147453448,3,2,392.9205811584007,none,,,0,119,SZ301169,零点有数,20250515 -103,7437,True,0.0,0.0,-0.06623033751132833,-0.02009227067487794,0.696367055671655,3,2,391.9205811583967,none,,,0,119,SZ301169,零点有数,20250516 -103,7440,True,0.0,0.0,-0.0864538619366084,-0.020092270674878038,0.5961235953370957,3,2,294.6445957874747,none,,,0,119,SZ301169,零点有数,20250519 -103,7441,True,0.0,0.0,-0.0864538619366085,-0.02009227067487797,0.5947482034161924,3,2,293.6445957874744,none,,,0,119,SZ301169,零点有数,20250520 -103,7442,True,0.0,0.0,-0.0864538619366082,-0.020092270674878166,0.5933634117528006,3,2,292.644595787476,none,,,0,119,SZ301169,零点有数,20250521 -103,7443,True,0.0,0.0,-0.08645386193660841,-0.020092270674877767,0.5919691236565299,3,2,291.64459578747386,none,,,0,119,SZ301169,零点有数,20250522 -103,7444,True,0.0,0.0,-0.08645386193660855,-0.02009227067487802,0.5905652411063053,2,2,290.64459578747454,none,,,0,119,SZ301169,零点有数,20250523 -103,7447,True,0.0,0.0,-0.08645386193660834,-0.02009227067487828,0.5891516647273638,2,2,289.64459578747574,none,,,0,119,SZ301169,零点有数,20250526 -103,7448,True,0.0,0.0,-0.08645386193660826,-0.020092270674878142,0.5877282937678212,2,2,288.6445957874753,none,,,0,119,SZ301169,零点有数,20250527 -103,7449,True,0.0,0.0,-0.08645386193660863,-0.02009227067487821,0.5862950260747364,2,2,287.64459578747415,none,,,0,119,SZ301169,零点有数,20250528 -103,7450,True,0.0,0.0,-0.08645386193660862,-0.020092270674878007,0.5848517580696694,2,2,286.6445957874738,none,,,0,119,SZ301169,零点有数,20250529 -103,7451,True,0.0,0.0,-0.08645386193660864,-0.020092270674878267,0.5833983847237265,2,2,285.6445957874743,none,,,0,119,SZ301169,零点有数,20250530 -103,7455,True,0.0,0.0,-0.08645386193660883,-0.02009227067487812,0.5819347995320808,2,2,284.6445957874738,none,,,0,119,SZ301169,零点有数,20250603 -103,7456,True,0.0,0.0,-0.0864538619366086,-0.020092270674877896,0.5804608944879626,2,2,283.64459578747335,none,,,0,119,SZ301169,零点有数,20250604 -103,7457,True,0.0,0.0,-0.08645386193660848,-0.02009227067487808,0.5789765600560843,2,2,282.6445957874743,none,,,0,119,SZ301169,零点有数,20250605 -103,7458,True,0.0,0.0,-0.08645386193660863,-0.02009227067487801,0.5774816851455011,2,2,281.6445957874741,none,,,0,119,SZ301169,零点有数,20250606 -103,7461,True,0.0,0.0,-0.0864538619366085,-0.02009227067487825,0.5759761570819071,2,2,280.6445957874749,none,,,0,119,SZ301169,零点有数,20250609 -103,7462,True,0.0,0.0,-0.08645386193660834,-0.0200922706748782,0.5744598615793106,2,2,279.6445957874753,none,,,0,119,SZ301169,零点有数,20250610 -103,7463,True,0.27202116608071397,0.0,-0.1208322983902806,-0.020092270674878013,0.35409335365779887,3,2,184.23715048281738,up,True,,0,119,SZ301169,零点有数,20250611 -103,7464,True,0.609881462171146,0.0,-0.13523004867235894,-0.020092270674878156,0.2583301847084128,3,2,160.44875704320685,up,False,,0,119,SZ301169,零点有数,20250612 -103,7465,True,0.7210019893439803,0.0,-0.1380375833044754,-0.020092270674877958,0.2354803272291987,3,2,155.6532869438345,up,True,,0,119,SZ301169,零点有数,20250613 -103,7468,True,0.5132704603570213,0.0,-0.0927936043739532,-0.020092270674878107,0.4358052081782041,3,2,210.920061164951,up,True,,0,119,SZ301169,零点有数,20250616 -103,7469,True,0.5313826495292155,0.0,-0.09515597117372213,-0.02009227067487778,0.39966798215761223,3,2,198.22364368918684,up,False,,0,119,SZ301169,零点有数,20250617 -103,7486,True,0.0,0.0,-0.028856246329396523,0.043377804744924614,0.5400529530054089,2,2,258.72543541169716,none,,,0,119,SZ301169,零点有数,20250704 -103,7489,True,0.0,0.0,-0.028856246329396377,0.043377804744932295,0.5382683132927262,2,2,257.7254354116765,none,,,0,119,SZ301169,零点有数,20250707 -103,7490,True,0.0,0.0,-0.028856246329396668,0.1530030320640122,0.12712086530814426,2,2,136.3304440104522,none,,,0,119,SZ301169,零点有数,20250708 -103,7491,True,0.0,0.0,-0.028856246329396564,0.15300303206401192,0.12067088178023673,3,2,135.3304440104522,none,,,0,119,SZ301169,零点有数,20250709 -103,7492,True,0.0,0.0,-0.028856246329396894,0.15300303206401245,0.1141248666553886,3,2,134.330444010452,none,,,0,119,SZ301169,零点有数,20250710 -103,7493,True,0.0,0.0,-0.011200395853282547,0.15300303206401214,0.1718184591358988,3,2,143.68830277941086,none,,,0,119,SZ301169,零点有数,20250711 -103,7496,True,0.0,0.0,-0.011200395853282795,0.1530030320640122,0.1660143285608474,3,2,142.6883027794108,none,,,0,119,SZ301169,零点有数,20250714 -103,7497,True,0.0,0.0,-0.011200395853282684,0.15300303206401186,0.16012826983137432,3,2,141.68830277941098,none,,,0,119,SZ301169,零点有数,20250715 -103,7498,True,0.0,0.0,-0.011200395853282844,0.15300303206401214,0.15415853593327164,3,2,140.68830277941083,none,,,0,119,SZ301169,零点有数,20250716 -103,7499,True,0.0,0.0,-0.011200395853282445,0.15300303206401256,0.14810332982626798,3,2,139.68830277941066,none,,,0,119,SZ301169,零点有数,20250717 -103,7500,True,0.0,0.0028924257624985774,-0.011200395853282653,0.1530030320640122,0.14196080264047753,3,2,138.68830277941072,none,,,0,119,SZ301169,零点有数,20250718 -103,7503,True,0.0,0.05217545261864547,-0.011200395853282611,0.15300303206401195,0.13572905179426423,3,2,137.68830277941103,down,False,,0,119,SZ301169,零点有数,20250721 -103,7504,True,0.0,0.0,-0.011200395853282695,0.1530030320640123,0.12940611902948532,2,2,136.68830277941078,none,,,0,119,SZ301169,零点有数,20250722 -103,7505,True,0.0,0.1252744281773078,-0.011200395853282592,0.15300303206401203,0.12298998835987413,2,2,135.6883027794108,down,False,,0,119,SZ301169,零点有数,20250723 -103,7506,True,0.0,0.13415183623814447,-0.011200395853282497,0.15300303206401267,0.11647858392799416,2,2,134.6883027794107,down,False,,0,119,SZ301169,零点有数,20250724 -103,7507,True,0.0,0.04135957995112333,-0.011200395853282478,0.15300303206401245,0.10986976776604615,2,2,133.68830277941066,down,False,,0,119,SZ301169,零点有数,20250725 -103,7510,True,0.0,0.0,-0.011200395853282539,0.11159417463899268,0.26963864248979125,2,2,162.933045096566,none,,,0,119,SZ301169,零点有数,20250728 -103,7511,True,0.0,0.0,-0.01120039585328268,0.11159417463899317,0.26512837494634406,2,2,161.9330450965654,none,,,0,119,SZ301169,零点有数,20250729 -103,7512,True,0.0,0.0,-0.011200395853282603,0.11159417463899307,0.26056205592458714,2,2,160.93304509656542,none,,,0,119,SZ301169,零点有数,20250730 -103,7513,True,0.0,0.0,-0.011200395853282495,0.11159417463899314,0.255938634019322,2,2,159.93304509656565,none,,,0,119,SZ301169,零点有数,20250731 -103,7514,True,0.0,0.0,-0.011200395853282821,0.1115941746389935,0.2512570313637571,3,2,158.93304509656508,none,,,0,119,SZ301169,零点有数,20250801 -103,7517,True,0.0,0.0,-0.011200395853282414,0.11159417463899331,0.24651614279178047,3,2,157.93304509656568,none,,,0,119,SZ301169,零点有数,20250804 -103,7518,True,0.0,0.0,-0.011200395853282764,0.11159417463899342,0.2417148349681476,3,2,156.93304509656505,none,,,0,119,SZ301169,零点有数,20250805 -103,7519,True,0.0,0.0,0.004181001115384589,0.11159417463899302,0.3220981685241144,3,2,175.54164109709023,none,,,0,119,SZ301169,零点有数,20250806 -103,7520,True,0.0,0.0,0.023893091559405305,0.11159417463899315,0.43259474846477053,3,2,209.7266454232165,none,,,0,119,SZ301169,零点有数,20250807 -103,7521,True,0.0,0.0,0.02389309155940536,0.111594174638993,0.4298763353441809,3,2,208.72664542321658,none,,,0,119,SZ301169,零点有数,20250808 -103,7524,True,0.0,0.0,0.023893091559405243,0.1115941746389932,0.427131749239233,3,2,207.7266454232163,none,,,0,119,SZ301169,零点有数,20250811 -103,7525,True,0.0,0.0,0.023893091559405364,0.11159417463899347,0.4243606103297412,3,2,206.7266454232159,none,,,0,119,SZ301169,零点有数,20250812 -103,7650,True,0.0,0.0,-0.07594786382679787,0.013513289898090159,0.42860176155752705,2,3,208.26105506445427,none,,,0,119,SZ301169,零点有数,20251215 -103,7651,True,0.0,0.0,-0.07594786382679755,-0.00041232779070763233,0.48709819432663926,2,3,232.01322101756185,none,,,0,119,SZ301169,零点有数,20251216 -103,7652,True,0.0,0.0,-0.07594786382679787,-0.010480745487386409,0.5341890041557688,2,3,255.46842187425298,none,,,0,119,SZ301169,零点有数,20251217 -103,7653,True,0.0,0.0,-0.06656874266039874,-0.01048074548738634,0.5891781588722622,2,3,289.6632751397438,none,,,0,119,SZ301169,零点有数,20251218 -103,7654,True,0.0,0.0,-0.06656874266039829,-0.010480745487386265,0.5877549718009993,2,3,288.66327513974466,none,,,0,119,SZ301169,零点有数,20251219 -103,7657,True,0.0,0.0,-0.06656874266039847,-0.010480745487386055,0.5863218899173305,2,3,287.66327513974335,none,,,0,119,SZ301169,零点有数,20251222 -103,7658,True,0.0,0.0,-0.057815131273448964,-0.010480745487385966,0.6416678433509595,2,3,332.0941137765413,none,,,0,119,SZ301169,零点有数,20251223 -103,7659,True,0.0,0.0,-0.04504721202818749,-0.010480745487386216,0.7286923264422607,2,3,438.6164181776246,none,,,0,119,SZ301169,零点有数,20251224 -103,7660,True,0.0,0.0,-0.0450472120281873,-0.01099228323497988,0.7314972582132969,2,3,443.19845379654583,none,,,0,119,SZ301169,零点有数,20251225 -103,7661,True,0.0,0.0,-0.04504721202818747,-0.010992283234979701,0.7308900585736714,2,3,442.19845379654043,none,,,0,119,SZ301169,零点有数,20251226 -104,7289,True,0.0,0.5174337127712451,0.046160621869413436,0.15225979797839753,0.2688855543942846,2,2,162.7652150976317,down,False,,0,119,SZ301225,恒勃股份,20241219 -104,7290,True,0.0,0.4151282354533751,0.055042537334821715,0.15225979797839825,0.3021120122321726,2,2,170.51446949333186,down,False,,0,119,SZ301225,恒勃股份,20241220 -104,7293,True,0.0,0.6207771722525499,0.055042537334821756,0.14222884073462724,0.3482114012980522,2,2,182.5745344993626,down,False,,0,119,SZ301225,恒勃股份,20241223 -104,7303,True,0.0,0.0,-0.06918417843628864,0.057101338522168255,0.18066148249907846,3,1,145.23911357538023,none,,,0,119,SZ301225,恒勃股份,20250102 -104,7304,True,0.0,0.0,-0.0691841784362884,0.04211484107613766,0.24299186964317576,3,1,157.1977832575035,none,,,0,119,SZ301225,恒勃股份,20250103 -104,7307,True,0.0,0.0,-0.06918417843628863,0.03321805954255158,0.281769478937485,3,1,165.68496674849914,none,,,0,119,SZ301225,恒勃股份,20250106 -104,7308,True,0.0,0.0,-0.06918417843628864,0.03321805954255162,0.27740823980774987,3,1,164.6849667484989,none,,,0,119,SZ301225,恒勃股份,20250107 -104,7309,True,0.0,0.0,-0.0691841784362889,0.03321805954255168,0.2729937124718187,3,1,163.68496674849888,none,,,0,119,SZ301225,恒勃股份,20250108 -104,7310,True,0.0,0.0,-0.06918417843628874,0.03321805954255162,0.26852491426594594,3,1,162.68496674849894,none,,,0,119,SZ301225,恒勃股份,20250109 -104,7311,True,0.0,0.0,-0.06918417843628887,0.033218059542551547,0.26400083821580805,3,1,161.68496674849874,none,,,0,119,SZ301225,恒勃股份,20250110 -104,7314,True,0.0,0.0,-0.06918417843628856,0.033218059542551644,0.25942045228004096,3,1,160.68496674849894,none,,,0,119,SZ301225,恒勃股份,20250113 -104,7315,True,0.0,0.0,-0.06918417843628855,0.03321805954255164,0.2547826985653404,3,1,159.6849667484993,none,,,0,119,SZ301225,恒勃股份,20250114 -104,7316,True,0.0,0.0,-0.06918417843628911,0.033218059542551595,0.25008649251189485,3,1,158.68496674849877,none,,,0,119,SZ301225,恒勃股份,20250115 -104,7317,True,0.0,0.0,-0.06918417843628931,0.03321805954255161,0.24533072204783726,3,1,157.6849667484983,none,,,0,119,SZ301225,恒勃股份,20250116 -104,7318,True,0.0,0.0,-0.06918417843628859,0.03321805954255156,0.24051424671129226,3,1,156.68496674849914,none,,,0,119,SZ301225,恒勃股份,20250117 -104,7321,True,0.0,0.0,-0.06918417843628868,0.033218059542551526,0.23563589673858287,3,1,155.68496674849902,none,,,0,119,SZ301225,恒勃股份,20250120 -104,7322,True,0.0,0.0,-0.06918417843628892,0.03321805954255154,0.23069447211711747,3,1,154.68496674849882,none,,,0,119,SZ301225,恒勃股份,20250121 -104,7323,True,0.0,0.0,-0.06918417843628952,0.03321805954255163,0.22568874160124863,3,1,153.68496674849834,none,,,0,119,SZ301225,恒勃股份,20250122 -104,7324,True,0.0,0.0,-0.06918417843628863,0.033218059542551574,0.22061744168949252,3,1,152.6849667484991,none,,,0,119,SZ301225,恒勃股份,20250123 -104,7325,True,0.0,0.0,-0.06918417843628934,0.03321805954255153,0.2154792755612488,3,1,151.68496674849857,none,,,0,119,SZ301225,恒勃股份,20250124 -104,7328,True,0.0,0.0,-0.0691841784362889,0.033218059542551685,0.2102729119712566,3,2,150.68496674849882,none,,,0,119,SZ301225,恒勃股份,20250127 -104,7337,True,0.0,0.0,-0.06918417843628892,0.03321805954255161,0.2049969840996511,3,2,149.68496674849882,none,,,0,119,SZ301225,恒勃股份,20250205 -104,7338,True,0.17914748383160412,0.0,-0.06918417843628887,0.033218059542551547,0.19965008835567863,3,2,148.68496674849897,up,True,,0,119,SZ301225,恒勃股份,20250206 -104,7339,True,0.15271397794066643,0.0,-0.06918417843628857,0.03321805954255148,0.1942307831327779,3,2,147.68496674849925,up,True,,0,119,SZ301225,恒勃股份,20250207 -104,7342,True,0.1691503098214644,0.0,-0.06918417843628892,0.033218059542551595,0.18873758751274383,3,2,146.6849667484987,up,False,,0,119,SZ301225,恒勃股份,20250210 -104,7343,True,0.12633000985399867,0.0,-0.06918417843628903,0.03321805954255153,0.18316897991654882,3,2,145.68496674849882,up,False,,0,119,SZ301225,恒勃股份,20250211 -104,7344,True,0.1526593758687042,0.0,-0.06918417843628884,0.03321805954255162,0.17752339669916345,3,2,144.68496674849905,up,False,,0,119,SZ301225,恒勃股份,20250212 -104,7345,True,0.0,0.0,-0.0628615139210092,0.033218059542551547,0.21141372029627414,3,2,150.90295515248962,none,,,0,119,SZ301225,恒勃股份,20250213 -104,7346,True,0.0,0.0,-0.06286151392100932,0.03321805954255164,0.2061530749747612,3,2,149.9029551524894,none,,,0,119,SZ301225,恒勃股份,20250214 -104,7349,True,0.13924860957979557,0.0,-0.06286151392100923,0.03321805954255155,0.20082177094381023,3,2,148.90295515248977,up,True,,0,119,SZ301225,恒勃股份,20250217 -104,7350,True,0.0,0.0,-0.06286151392100946,0.033218059542551547,0.19541837499250914,3,2,147.90295515248945,none,,,0,119,SZ301225,恒勃股份,20250218 -104,7351,True,0.38120157832926815,0.0,-0.06286151392100908,0.033218059542551616,0.18994141488526003,3,2,146.9029551524898,up,True,,0,119,SZ301225,恒勃股份,20250219 -104,7352,True,0.5203986861405423,0.0,-0.0628615139210093,0.03321805954255148,0.184389378024403,3,2,145.90295515249,up,True,,0,119,SZ301225,恒勃股份,20250220 -104,7353,True,0.4005535703122433,0.0,-0.06286151392100929,0.03321805954255153,0.1787607100575035,3,2,144.90295515248962,up,True,,0,119,SZ301225,恒勃股份,20250221 -104,7356,True,0.3972120426064179,0.0,-0.06286151392100907,0.03321805954255159,0.17305381342656165,3,2,143.90295515248982,up,False,,0,119,SZ301225,恒勃股份,20250224 -104,7357,True,0.5634387004310314,0.0,-0.06286151392100914,0.03321805954255168,0.16726704585628377,3,2,142.90295515249,up,True,,0,119,SZ301225,恒勃股份,20250225 -104,7358,True,0.9296193941477722,0.0,-0.0628615139210091,0.03321805954255152,0.16139871877846487,3,2,141.90295515248982,up,True,,0,119,SZ301225,恒勃股份,20250226 -104,7359,True,0.0,0.0,-0.026405025819408536,0.03321805954255153,0.4396919599341612,3,2,212.383174059071,none,,,0,119,SZ301225,恒勃股份,20250227 -104,7360,True,0.0,0.0,-0.026405025819408384,0.03321805954255156,0.4370412851935639,3,1,211.38317405907134,none,,,0,119,SZ301225,恒勃股份,20250228 -104,7363,True,0.0,0.0,-0.018526885114580935,0.033218059542551595,0.5022262066593617,3,1,239.06441357905214,none,,,0,119,SZ301225,恒勃股份,20250303 -104,7364,True,0.0,0.0,-0.018526885114580904,0.03321805954255155,0.5001352860305419,3,1,238.06441357905285,none,,,0,119,SZ301225,恒勃股份,20250304 -104,7365,True,0.0,0.0,-0.01852688511458096,0.03321805954255149,0.498026725296255,3,1,237.0644135790526,none,,,0,119,SZ301225,恒勃股份,20250305 -104,7366,True,0.0,0.0,-0.010636084307890765,0.03321805954255161,0.5674637207586575,3,1,275.12143075887866,none,,,0,119,SZ301225,恒勃股份,20250306 -104,7652,True,0.0,0.0,0.05313790106495033,0.18454900324018422,0.651039025259198,2,3,341.01234411208776,none,,,0,119,SZ301225,恒勃股份,20251217 -104,7653,True,0.0,0.0,0.05313790106495078,0.1845490032401849,0.6500127067128748,2,3,340.01234411208725,none,,,0,119,SZ301225,恒勃股份,20251218 -104,7654,True,0.0,0.0,0.03202960822627947,0.18454900324018436,0.6131269199947266,2,3,307.59441829960855,none,,,0,119,SZ301225,恒勃股份,20251219 -104,7657,True,0.0,0.0,0.0320296082262798,0.1845490032401843,0.6118650800625101,2,3,306.59441829960895,none,,,0,119,SZ301225,恒勃股份,20251222 -104,7658,True,0.0,0.0,0.03202960822627899,0.1845490032401847,0.610594981864717,2,3,305.59441829960764,none,,,0,119,SZ301225,恒勃股份,20251223 -104,7659,True,0.0,0.0,0.03202960822627906,0.18454900324018428,0.6093165440643495,2,3,304.5944182996082,none,,,0,119,SZ301225,恒勃股份,20251224 -104,7660,True,0.0,0.0,0.0880057328958129,0.18454900324018425,0.7342150120097124,2,3,447.73032856298335,none,,,0,119,SZ301225,恒勃股份,20251225 -105,7188,True,0.0,0.0,-0.016171049513848807,0.005352798134392495,0.4735833216920197,2,2,226.0566674720347,none,,,0,119,SZ301290,东星医疗,20240909 -105,7189,True,0.0,0.0,-0.01617104951384874,0.00420388757668235,0.49732243150634475,2,2,236.73226628472878,none,,,0,119,SZ301290,东星医疗,20240910 -105,7190,True,0.0,0.0,-0.016171049513848776,0.004203887576682304,0.4951900226663655,2,2,235.73226628472813,none,,,0,119,SZ301290,东星医疗,20240911 -105,7191,True,0.0,0.0,-0.016171049513848783,0.00420388757668232,0.4930394449664019,2,2,234.73226628472807,none,,,0,119,SZ301290,东星医疗,20240912 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-107,7524,True,0.0,0.05672716237761287,-0.010968609747828791,0.1667187942759985,0.048368457486036215,2,2,125.04839812857914,down,False,,0,119,SZ301458,钧崴电子,20250811 -107,7525,True,0.0,0.077236295731662,-0.01096860974782878,0.1667187942759987,0.04069700378836386,2,2,124.04839812857928,down,False,,0,119,SZ301458,钧崴电子,20250812 -107,7526,True,0.0,0.0,-0.010968609747828808,0.16671879427599884,0.03290086006929346,2,2,123.04839812857908,none,,,0,119,SZ301458,钧崴电子,20250813 -107,7527,True,0.0,0.2669260181022892,-0.010968609747828907,0.1667187942759988,0.024976961396637864,2,2,122.048398128579,down,False,,0,119,SZ301458,钧崴电子,20250814 -107,7528,True,0.0,0.0965320419026293,-0.010968609747828963,0.16671879427599878,0.016922141558644754,2,2,121.048398128579,down,False,,0,119,SZ301458,钧崴电子,20250815 -107,7531,True,0.0,0.019120917557173555,-0.010968609747829003,0.1667187942759984,0.00873312884572056,2,2,120.04839812857921,down,False,,0,119,SZ301458,钧崴电子,20250818 -107,7532,True,0.0,0.0,-0.0023701272603002996,0.16671879427599867,0.04294252886992813,2,2,124.33945044019929,none,,,0,119,SZ301458,钧崴电子,20250819 -107,7556,True,0.0,0.20128734596209805,0.04223756854944998,0.12724468367685068,0.27920503572491234,1,2,165.09549302925518,down,False,,0,119,SZ301458,钧崴电子,20250912 -107,7559,True,0.0,0.5167592889798196,0.042237568549449885,0.13699987649133774,0.19720609486705157,1,2,148.23231621357758,down,False,,0,119,SZ301458,钧崴电子,20250915 -107,7560,True,0.0,0.6518432648493936,0.04566199021741066,0.14410760210955198,0.14237845181055978,2,2,138.75584195759276,down,False,,0,119,SZ301458,钧崴电子,20250916 -107,7561,True,0.0,0.37758773812541985,0.0456619902174106,0.1349792743583982,0.21200943281106838,2,2,151.01703618676464,down,False,,0,119,SZ301458,钧崴电子,20250917 -107,7562,True,0.0,0.5223513755354027,0.049018815069866585,0.13497927435839818,0.21654932215847136,2,2,151.8921399466458,down,False,,0,119,SZ301458,钧崴电子,20250918 -107,7563,True,0.0,0.3141015411170489,0.04901881506986667,0.13497927435839838,0.21135719831346017,2,2,150.89213994664559,down,True,,0,119,SZ301458,钧崴电子,20250919 -107,7566,True,0.0,0.38635038036102276,0.04901881506986665,0.13497927435839824,0.20609579633489625,2,2,149.89213994664559,down,False,,0,119,SZ301458,钧崴电子,20250922 -107,7567,True,0.0,0.4822691504706111,0.053226970292771604,0.13497927435839832,0.21431562158093423,2,2,151.46031061410275,down,False,,0,119,SZ301458,钧崴电子,20250923 -107,7568,True,0.0,0.3400433400405493,0.05559486655222884,0.13497927435839827,0.21723456750494421,2,2,152.02510874897587,down,False,,0,119,SZ301458,钧崴电子,20250924 -107,7637,True,0.0,0.0,-0.03266160185072993,0.01962114126690987,0.5303480608423627,2,2,253.37913053960162,none,,,0,119,SZ301458,钧崴电子,20251202 -107,7638,True,0.0,0.0,-0.03266160185072983,0.017024868975674252,0.5418965071543339,2,2,259.76662884797247,none,,,0,119,SZ301458,钧崴电子,20251203 -107,7639,True,0.0,0.0,-0.03266160185072997,0.017701913617098518,0.5365443281818041,2,2,256.76673571206453,none,,,0,119,SZ301458,钧崴电子,20251204 -107,7640,True,0.0,0.0,-0.03266160185072992,0.017701913617098643,0.5347323033673639,2,2,255.76673571206354,none,,,0,119,SZ301458,钧崴电子,20251205 -107,7643,True,0.0,0.0,-0.0326616018507299,0.01770191361709871,0.5329060535811347,2,2,254.76673571206402,none,,,0,119,SZ301458,钧崴电子,20251208 -107,7644,True,0.0,0.0,-0.03266160185073004,0.017701913617098608,0.5310654106571977,2,2,253.7667357120638,none,,,0,119,SZ301458,钧崴电子,20251209 -107,7645,True,0.0,0.0,-0.032661601850730006,0.017701913617098535,0.5292102037684381,2,2,252.76673571206447,none,,,0,119,SZ301458,钧崴电子,20251210 -107,7646,True,0.0,0.0,-0.03266160185072987,0.015761094746549995,0.5381317983680383,2,2,257.64925920322355,none,,,0,119,SZ301458,钧崴电子,20251211 -107,7647,True,0.0,0.0,-0.03266160185072966,0.015761094746550092,0.5363321898164082,2,3,256.6492592032242,none,,,0,119,SZ301458,钧崴电子,20251212 -107,7650,True,0.0,0.03663133432610474,-0.03266160185072992,0.015761094746550002,0.534518502533962,2,3,255.64925920322403,down,False,,0,119,SZ301458,钧崴电子,20251215 -107,7651,True,0.0,0.0,-0.03266160185073004,0.002209608176984223,0.6462811607748249,2,3,336.42539441967756,none,,,0,119,SZ301458,钧崴电子,20251216 -107,7652,True,0.0,0.0,-0.0326616018507297,-0.005961640723962198,0.7162978439498221,2,3,419.45398532308883,none,,,0,119,SZ301458,钧崴电子,20251217 -107,7653,True,0.0,0.0,-0.032661601850730186,-0.013260945455165974,0.7761040226637148,2,4,531.496820156199,none,,,0,119,SZ301458,钧崴电子,20251218 -107,7654,True,0.0,0.0,-0.03266160185072989,-0.013260945455165932,0.7756819730512977,2,4,530.4968201562025,none,,,0,119,SZ301458,钧崴电子,20251219 -107,7657,True,0.0,0.0,-0.03266160185072998,-0.013260945455165934,0.7752583292853488,2,4,529.496820156202,none,,,0,119,SZ301458,钧崴电子,20251222 -107,7658,True,0.0,0.0,-0.03266160185073042,-0.013260945455165873,0.77483308231669,2,4,528.4968201561899,none,,,0,119,SZ301458,钧崴电子,20251223 -107,7659,True,0.0,0.0,-0.032661601850729804,-0.013260945455165953,0.7744062230275418,2,4,527.4968201562057,none,,,0,119,SZ301458,钧崴电子,20251224 -107,7660,True,0.0,0.0,-0.03266160185072997,-0.01326094545516596,0.773977742230818,2,4,526.4968201562037,none,,,0,119,SZ301458,钧崴电子,20251225 -107,7661,True,0.0,0.0,-0.03266160185073003,-0.01326094545516596,0.7735476306695287,2,4,525.4968201562002,none,,,0,119,SZ301458,钧崴电子,20251226 -107,7664,True,0.0,0.0,-0.03266160185072999,-0.013260945455165993,0.7731158790160826,2,4,524.4968201562032,none,,,0,119,SZ301458,钧崴电子,20251229 -107,7665,True,0.0,0.0,-0.03266160185073012,-0.013260945455165958,0.7726824778716076,2,4,523.4968201561994,none,,,0,119,SZ301458,钧崴电子,20251230 +0,7323,True,0.0,0.0,-0.007448320054095052,0.020449552294791472,0.1146391383542632,3,2,134.40847134218131,none,,,0,119,SH600000,浦发银行,20250122 +0,7324,True,0.0,0.0,-0.007448320054095052,0.020449552294791472,0.10800267177355531,3,2,133.40847134218131,none,,,0,119,SH600000,浦发银行,20250123 +0,7325,True,0.0,0.0,-0.007448320054095052,0.020449552294791472,0.10126596286675654,3,2,132.40847134218131,none,,,0,119,SH600000,浦发银行,20250124 +0,7328,True,0.44155416080731147,0.0,-0.007448320054095052,0.020449552294791472,0.09442672314382405,3,2,131.4084713421813,up,False,,0,119,SH600000,浦发银行,20250127 +0,7337,True,0.0,0.0,-0.007448320054095052,0.020449552294791472,0.08748259392019363,3,2,130.40847134218126,none,,,0,119,SH600000,浦发银行,20250205 +0,7338,True,0.25044248897860905,0.0,-0.007448320054095052,0.020449552294791472,0.08043114360465047,3,2,129.40847134218126,none,,,0,119,SH600000,浦发银行,20250206 +0,7339,True,0.0,0.0,-0.007448320054095052,0.020449552294791472,0.07326986486047159,3,2,128.40847134218131,none,,,0,119,SH600000,浦发银行,20250207 +0,7342,True,0.0,0.0,-0.007448320054095052,0.020449552294791472,0.06599617163287884,3,2,127.4084713421813,none,,,0,119,SH600000,浦发银行,20250210 +0,7343,True,0.0,0.0,-0.007448320054095052,0.020449552294791472,0.05860739603540437,3,2,126.40847134218129,none,,,0,119,SH600000,浦发银行,20250211 +0,7344,True,0.26721560504507835,0.0,-0.007448320054095052,0.020449552294791472,0.051100785087281504,3,2,125.40847134218129,none,,,0,119,SH600000,浦发银行,20250212 +0,7345,True,0.0,0.0,-0.007448320054095052,0.020449552294791472,0.04347349729348827,3,2,124.40847134218127,none,,,0,119,SH600000,浦发银行,20250213 +0,7346,True,0.32277401626520463,0.0,-0.007448320054095052,0.020449552294791472,0.03572259905851802,3,2,123.40847134218133,none,,,0,119,SH600000,浦发银行,20250214 +0,7349,True,0.0,0.0,-0.007448320054095052,0.020449552294791472,0.027845060924364094,3,2,122.40847134218133,none,,,0,119,SH600000,浦发银行,20250217 +0,7350,True,0.4279690663433102,0.0,-0.007448320054095052,0.020449552294791472,0.01983775362258891,3,2,121.40847134218131,up,False,,0,119,SH600000,浦发银行,20250218 +0,7351,True,0.33589266570898935,0.0,-0.007448320054095052,0.020449552294791472,0.011697443929661032,3,2,120.40847134218131,up,False,,0,119,SH600000,浦发银行,20250219 +0,7352,True,0.30196843140728563,0.0,-0.007448320054095052,0.020449552294791472,0.0034207903140372094,3,2,119.4084713421813,up,False,,0,119,SH600000,浦发银行,20250220 +0,7357,True,0.0,0.46143037622376293,-0.00398707304037969,0.020449552294791472,0.07904778781834834,4,2,129.21408779517438,down,False,,0,119,SH600000,浦发银行,20250225 +0,7391,True,0.0,0.0,0.0075504170053381815,0.012202441374794813,0.5852281787001405,3,2,286.9047362645423,none,,,0,119,SH600000,浦发银行,20250331 +0,7392,True,0.0,0.0,0.0075504170053381815,0.012202441374794813,0.5837774443516336,3,2,285.90473626454246,none,,,0,119,SH600000,浦发银行,20250401 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+13,7679,True,0.8211663644436437,0.0,-0.02997371318469584,-0.006877112192297196,0.051884526349936656,4,2,125.51213782206585,up,True,,0,119,SH600744,华银电力,20260113 +13,7680,True,0.8319700451068791,0.0,-0.02997371318469584,-0.006877112192297196,0.04426988339034877,4,2,124.5121378220659,up,True,,0,119,SH600744,华银电力,20260114 +13,7681,True,0.6892110571134964,0.0,-0.02997371318469584,-0.006877112192297196,0.03653193849309038,4,2,123.51213782206581,up,False,,0,119,SH600744,华银电力,20260115 +13,7682,True,0.9805614105970202,0.0,-0.02997371318469584,-0.006877112192297196,0.0286676723180425,4,2,122.51213782206584,up,True,,0,119,SH600744,华银电力,20260116 +13,7685,True,0.9928118119870813,0.0,-0.02997371318469584,-0.006877112192297196,0.020673966132868826,4,2,121.51213782206588,up,True,,0,119,SH600744,华银电力,20260119 +13,7686,True,0.9963085448248169,0.0,-0.02997371318469584,-0.006877112192297196,0.012547597689276085,4,2,120.51213782206588,up,True,,0,119,SH600744,华银电力,20260120 +14,7309,True,0.0,0.0,-0.020529923312355793,-0.004431805515978013,0.0881113026742848,2,2,130.4983824769293,none,,,0,119,SH600795,国电电力,20250108 +14,7310,True,0.0,0.2326427946786449,-0.020529923312355793,-0.004431805515978013,0.08106960315739578,2,2,129.49838247692938,none,,,0,119,SH600795,国电电力,20250109 +14,7311,True,0.0,0.4071462487953236,-0.020529923312355793,-0.004431805515978013,0.07391830382483318,2,2,128.49838247692932,down,False,,0,119,SH600795,国电电力,20250110 +14,7314,True,0.0,0.40028348660186464,-0.020529923312355793,-0.004431805515978013,0.06665482582468939,2,2,127.49838247692935,down,False,,0,119,SH600795,国电电力,20250113 +14,7315,True,0.0,0.0,-0.020529923312355793,-0.004431805515978013,0.059276508759287264,2,2,126.49838247692936,none,,,0,119,SH600795,国电电力,20250114 +14,7316,True,0.0,0.284876258031149,-0.020529923312355793,-0.004431805515978013,0.0517806074363066,2,2,125.49838247692934,down,False,,0,119,SH600795,国电电力,20250115 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+15,7197,True,0.0,0.3221364966945566,-0.016634948125972302,0.019628107698931693,0.022550323738932367,2,2,121.74539814182334,down,False,,0,119,SH600846,同济科技,20240918 +15,7198,True,0.0,0.0,-0.016634948125972302,0.019628107698931693,0.014455193892965216,3,2,120.74539814182336,none,,,0,119,SH600846,同济科技,20240919 +15,7199,True,0.2892710951253975,0.0,-0.016634948125972302,0.019628107698931693,0.006224858352723422,3,2,119.74539814182333,none,,,0,119,SH600846,同济科技,20240920 +15,7393,True,0.0,0.5341707571386853,-0.009620933107142772,0.033650988862780104,0.022711644238856795,3,2,121.7654945937824,down,False,,0,119,SH600846,同济科技,20250402 +15,7394,True,0.0,0.5735800052753626,-0.009620933107142772,0.033650988862780104,0.014619197310630747,3,2,120.76549459378239,down,False,,0,119,SH600846,同济科技,20250403 +15,7398,True,0.0,0.8845358311179313,-0.009620933107142772,0.033650988862780104,0.006391612178272132,3,2,119.76549459378236,down,False,,0,119,SH600846,同济科技,20250407 +15,7552,True,0.0,0.0,0.01165279256683227,0.02539698612463113,0.5133277572146193,2,2,244.51774631510727,none,,,0,119,SH600846,同济科技,20250908 +17,7188,True,0.7203945466568322,0.0,-0.02489717214895324,-0.012529601249675051,0.21014256553250574,2,2,150.66009992072478,up,False,,0,119,SH600984,建设机械,20240909 +17,7189,True,0.754684109716849,0.0,-0.02489717214895324,-0.012529601249675051,0.20486489008737463,2,2,149.6600999207248,up,False,,0,119,SH600984,建设机械,20240910 +17,7190,True,0.753255565912826,0.0,-0.02489717214895324,-0.012529601249675051,0.19951621138786735,2,2,148.6600999207248,up,False,,0,119,SH600984,建设机械,20240911 +17,7191,True,0.778457795163298,0.0,-0.02489717214895324,-0.012529601249675051,0.19409508686579335,2,2,147.6600999207248,up,False,,0,119,SH600984,建设机械,20240912 +17,7192,True,0.7799633377124899,0.0,-0.02489717214895324,-0.012529601249675051,0.18860003460843183,2,2,146.66009992072475,up,False,,0,119,SH600984,建设机械,20240913 +17,7307,True,0.0,0.7958330477320655,0.007218271472117655,0.02504498037676384,0.2095944506654525,2,2,150.55562312307597,down,False,,0,119,SH600984,建设机械,20250106 +17,7308,True,0.0,0.7954649740901856,0.007218271472117655,0.02504498037676384,0.20430942337708297,2,2,149.55562312307597,down,False,,0,119,SH600984,建设机械,20250107 +17,7309,True,0.0,0.797295500604244,0.007218271472117655,0.02504498037676384,0.19895324392123237,2,2,148.55562312307597,down,False,,0,119,SH600984,建设机械,20250108 +17,7310,True,0.0,0.7990695231305371,0.007218271472117655,0.02504498037676384,0.19352446568069995,2,2,147.55562312307595,down,False,,0,119,SH600984,建设机械,20250109 +17,7311,True,0.0,0.8019536577689212,0.007218271472117655,0.02504498037676384,0.1880216025551954,2,2,146.55562312307597,down,False,,0,119,SH600984,建设机械,20250110 +17,7314,True,0.0,0.8035391573400519,0.007218271472117655,0.02504498037676384,0.18244312760505044,2,2,145.55562312307597,down,False,,0,119,SH600984,建设机械,20250113 +17,7315,True,0.0,0.803731575267744,0.007218271472117655,0.02504498037676384,0.17678747163863476,2,2,144.55562312307597,down,False,,0,119,SH600984,建设机械,20250114 +17,7316,True,0.0,0.8501029075790945,0.007218271472117655,0.02504498037676384,0.17105302174073314,2,2,143.55562312307595,down,False,,0,119,SH600984,建设机械,20250115 +17,7317,True,0.0,0.9282119416311506,0.007218271472117655,0.02504498037676384,0.16523811973898178,2,2,142.55562312307597,down,True,,0,119,SH600984,建设机械,20250116 +17,7318,True,0.0,0.8641022884438376,0.007218271472117655,0.02504498037676384,0.1593410606053065,2,2,141.55562312307597,down,False,,0,119,SH600984,建设机械,20250117 +17,7321,True,0.0,0.8006981171085501,0.007218271472117655,0.02504498037676384,0.15336009078911816,2,2,140.55562312307597,down,False,,0,119,SH600984,建设机械,20250120 +17,7322,True,0.0,0.8073657141166429,0.007218271472117655,0.02504498037676384,0.14729340647884692,2,2,139.55562312307597,down,False,,0,119,SH600984,建设机械,20250121 +17,7323,True,0.0,0.8119499958587303,0.007218271472117655,0.02504498037676384,0.14113915178819658,2,2,138.55562312307597,down,False,,0,119,SH600984,建设机械,20250122 +17,7324,True,0.0,0.8138770596312884,0.007218271472117655,0.02504498037676384,0.1348954168632829,2,2,137.55562312307597,down,False,,0,119,SH600984,建设机械,20250123 +17,7325,True,0.0,0.8162854166939864,0.007218271472117655,0.02504498037676384,0.12856023590660398,2,2,136.55562312307597,down,False,,0,119,SH600984,建设机械,20250124 +17,7328,True,0.0,0.8189055245682721,0.007218271472117655,0.02504498037676384,0.12213158511354764,2,2,135.55562312307597,down,False,,0,119,SH600984,建设机械,20250127 +17,7337,True,0.0,0.8204102897549881,0.007218271472117655,0.02504498037676384,0.11560738051688471,2,2,134.55562312307597,down,False,,0,119,SH600984,建设机械,20250205 +17,7338,True,0.0,0.8220009675015507,0.007218271472117655,0.02504498037676384,0.10898547573442467,2,2,133.55562312307595,down,False,,0,119,SH600984,建设机械,20250206 +17,7339,True,0.0,0.8595966758210335,0.007218271472117655,0.02504498037676384,0.10226365961472489,2,2,132.55562312307597,down,False,,0,119,SH600984,建设机械,20250207 +17,7342,True,0.0,0.8245469297163223,0.007218271472117655,0.02504498037676384,0.0954396537754198,2,2,131.55562312307597,down,False,,0,119,SH600984,建设机械,20250210 +17,7346,True,0.0,0.0,-0.00822377868848224,0.011416628814499287,0.16412717169101837,2,2,142.3661542399264,none,,,0,119,SH600984,建设机械,20250214 +17,7349,True,0.0,0.0,-0.00822377868848224,0.011416628814499287,0.15821435024657068,2,2,141.36615423992643,none,,,0,119,SH600984,建设机械,20250217 +17,7350,True,0.0,0.0,-0.00822377868848224,0.011416628814499287,0.15221728026690443,2,2,140.36615423992643,none,,,0,119,SH600984,建设机械,20250218 +17,7351,True,0.0,0.0,-0.00822377868848224,0.011416628814499287,0.1461341482155341,2,2,139.3661542399264,none,,,0,119,SH600984,建设机械,20250219 +17,7352,True,0.0,0.0,-0.00822377868848224,0.011416628814499287,0.13996308812880337,2,2,138.3661542399264,none,,,0,119,SH600984,建设机械,20250220 +17,7353,True,0.0,0.0,-0.00822377868848224,0.011416628814499287,0.13370217970758472,2,2,137.36615423992646,none,,,0,119,SH600984,建设机械,20250221 +17,7356,True,0.41521776514958436,0.0,-0.00822377868848224,0.011416628814499287,0.1273494463250165,2,2,136.3661542399264,up,False,,0,119,SH600984,建设机械,20250224 +17,7357,True,0.4522314406583312,0.0,-0.00822377868848224,0.011416628814499287,0.12090285294593359,2,2,135.3661542399264,up,True,,0,119,SH600984,建设机械,20250225 +17,7358,True,0.6523763455674408,0.0,-0.00822377868848224,0.011416628814499287,0.11436030395339272,2,2,134.36615423992643,up,True,,0,119,SH600984,建设机械,20250226 +17,7359,True,0.45643321820090565,0.0,-0.00822377868848224,0.011416628814499287,0.10771964087741187,2,2,133.3661542399264,up,False,,0,119,SH600984,建设机械,20250227 +17,7525,True,0.0,0.0,-0.0027580162874998623,0.002816102475575216,0.4662580011269278,2,2,222.95416184458642,none,,,0,119,SH600984,建设机械,20250812 +17,7526,True,0.0,0.0,-0.0027580162874998623,0.002816102475575216,0.4638532613624771,2,2,221.95416184458657,none,,,0,119,SH600984,建设机械,20250813 +17,7527,True,0.0,0.0,-0.0027580162874998623,0.002816102475575216,0.4614267547324971,2,2,220.95416184458648,none,,,0,119,SH600984,建设机械,20250814 +17,7594,True,0.0,0.0,0.0013811664194596383,0.004570236949463189,0.5316188691290958,3,2,254.06659695861862,none,,,0,119,SH600984,建设机械,20251020 +17,7595,True,0.676425229351512,0.0,0.0013811664194596383,0.004570236949463189,0.5297680475015087,3,2,253.06659695861862,up,True,,0,119,SH600984,建设机械,20251021 +17,7596,True,0.8585998328944887,0.0,0.0013811664194596383,0.004570236949463189,0.5279025406942911,3,2,252.06659695861865,up,True,,0,119,SH600984,建设机械,20251022 +17,7597,True,0.6970704748255969,0.0,0.0013811664194596383,0.004570236949463189,0.5260221732339255,3,2,251.06659695861865,up,True,,0,119,SH600984,建设机械,20251023 +17,7598,True,0.369666957085682,0.0,0.0013811664194596383,0.004570236949463189,0.524126766840066,3,2,250.06659695861867,up,True,,0,119,SH600984,建设机械,20251024 +17,7601,True,0.28934196135160206,0.0,0.0013811664194596383,0.004570236949463189,0.5222161403691908,3,2,249.06659695861867,up,True,,0,119,SH600984,建设机械,20251027 +17,7602,True,0.12762772888752225,0.0,0.0013811664194596383,0.004570236949463189,0.5202901097568932,3,2,248.0665969586187,none,,,0,119,SH600984,建设机械,20251028 +17,7603,True,0.0,0.0,0.0013811664194596383,0.004570236949463189,0.5183484879587692,3,2,247.0665969586186,none,,,0,119,SH600984,建设机械,20251029 +17,7604,True,0.0,0.0,0.0013811664194596383,0.004570236949463189,0.5163910848898668,3,2,246.06659695861873,none,,,0,119,SH600984,建设机械,20251030 +17,7605,True,0.0,0.0,0.0013811664194596383,0.004570236949463189,0.5144177073626478,3,2,245.06659695861862,none,,,0,119,SH600984,建设机械,20251031 +17,7608,True,0.14266954708226767,0.0,0.0013811664194596383,0.004570236949463189,0.5124281590234309,3,2,244.06659695861862,none,,,0,119,SH600984,建设机械,20251103 +17,7609,True,0.0,0.0,0.0013811664194596383,0.004570236949463189,0.51042224028726,3,2,243.06659695861865,none,,,0,119,SH600984,建设机械,20251104 +17,7610,True,0.19885506740546166,0.0,0.0013811664194596383,0.004570236949463189,0.5083997482711624,3,2,242.06659695861865,up,False,,0,119,SH600984,建设机械,20251105 +17,7611,True,0.15168463326566362,0.0,0.0013811664194596383,0.004570236949463189,0.5063604767257429,3,2,241.06659695861867,none,,,0,119,SH600984,建设机械,20251106 +17,7612,True,0.0,0.0,0.0013811664194596383,0.004570236949463189,0.5043042159650701,3,3,240.06659695861867,none,,,0,119,SH600984,建设机械,20251107 +17,7615,True,0.14646170052466426,0.0,0.0013811664194596383,0.004570236949463189,0.5022307527948022,3,3,239.06659695861856,none,,,0,119,SH600984,建设机械,20251110 +17,7616,True,0.12591630201381154,0.0,0.0013811664194596383,0.004570236949463189,0.5001398704385024,3,3,238.0665969586187,none,,,0,119,SH600984,建设机械,20251111 +17,7617,True,0.45445983807257634,0.0,0.0013811664194596383,0.004570236949463189,0.4980313484620857,3,3,237.0665969586186,up,False,,0,119,SH600984,建设机械,20251112 +18,7343,True,0.4460101024499732,0.0,-0.01642314774804971,-0.008297060809557999,0.21205576057811232,2,2,151.02591534562126,up,False,,0,119,SH601096,宏盛华源,20250211 +18,7344,True,0.5179038426368927,0.0,-0.01642314774804971,-0.008297060809557999,0.20680370637396508,2,2,150.02591534562126,up,False,,0,119,SH601096,宏盛华源,20250212 +18,7345,True,0.47876250652931535,0.0,-0.01642314774804971,-0.008297060809557999,0.2014811670573203,2,2,149.02591534562123,up,False,,0,119,SH601096,宏盛华源,20250213 +18,7346,True,0.4876258341975195,0.0,-0.01642314774804971,-0.008297060809557999,0.19608671412603287,2,2,148.02591534562123,up,False,,0,119,SH601096,宏盛华源,20250214 +18,7349,True,0.8468972221435975,0.0,-0.01642314774804971,-0.008297060809557999,0.1906188802140033,2,2,147.0259153456212,up,True,,0,119,SH601096,宏盛华源,20250217 +18,7350,True,0.7629394799198121,0.0,-0.01642314774804971,-0.008297060809557999,0.18507615776045577,2,2,146.0259153456212,up,True,,0,119,SH601096,宏盛华源,20250218 +18,7351,True,0.7131609446370397,0.0,-0.01642314774804971,-0.008297060809557999,0.1794569976241635,2,2,145.02591534562129,up,False,,0,119,SH601096,宏盛华源,20250219 +18,7352,True,0.6970678608340667,0.0,-0.01642314774804971,-0.008297060809557999,0.17375980763993895,2,2,144.02591534562129,up,False,,0,119,SH601096,宏盛华源,20250220 +18,7353,True,0.7054929710955666,0.0,-0.01642314774804971,-0.008297060809557999,0.16798295111457803,2,2,143.02591534562126,up,False,,0,119,SH601096,宏盛华源,20250221 +18,7356,True,0.7174424389089812,0.0,-0.01642314774804971,-0.008297060809557999,0.16212474525925427,2,2,142.02591534562126,up,False,,0,119,SH601096,宏盛华源,20250224 +18,7357,True,0.7109958040714075,0.0,-0.01642314774804971,-0.008297060809557999,0.15618345955522378,2,2,141.02591534562123,up,False,,0,119,SH601096,宏盛华源,20250225 +18,7358,True,0.7410747905555013,0.0,-0.01642314774804971,-0.008297060809557999,0.1501573140495006,2,2,140.02591534562123,up,False,,0,119,SH601096,宏盛华源,20250226 +18,7359,True,0.7363537386920953,0.0,-0.01642314774804971,-0.008297060809557999,0.144044477576979,2,2,139.0259153456213,up,False,,0,119,SH601096,宏盛华源,20250227 +18,7360,True,0.7052012648509217,0.0,-0.01642314774804971,-0.008297060809557999,0.13784306590526726,2,2,138.0259153456213,up,False,,0,119,SH601096,宏盛华源,20250228 +18,7363,True,0.6870929950720321,0.0,-0.01642314774804971,-0.008297060809557999,0.13155113979829602,2,2,137.02591534562129,up,False,,0,119,SH601096,宏盛华源,20250303 +18,7364,True,0.703732012118921,0.0,-0.01642314774804971,-0.008297060809557999,0.12516670299450672,2,2,136.02591534562129,up,False,,0,119,SH601096,宏盛华源,20250304 +18,7365,True,0.7189282747719665,0.0,-0.01642314774804971,-0.008297060809557999,0.11868770009520163,2,2,135.02591534562117,up,False,,0,119,SH601096,宏盛华源,20250305 +18,7366,True,0.7501588040965805,0.0,-0.01642314774804971,-0.008297060809557999,0.11211201435836472,2,2,134.02591534562126,up,False,,0,119,SH601096,宏盛华源,20250306 +18,7367,True,0.7508728864315412,0.0,-0.01642314774804971,-0.008297060809557999,0.10543746539296366,2,2,133.02591534562126,up,False,,0,119,SH601096,宏盛华源,20250307 +18,7370,True,0.7662372757977323,0.0,-0.01642314774804971,-0.008297060809557999,0.09866180674848286,2,2,132.02591534562123,up,False,,0,119,SH601096,宏盛华源,20250310 +18,7371,True,0.779256545620195,0.0,-0.01642314774804971,-0.008297060809557999,0.09178272339406422,2,2,131.02591534562123,up,False,,0,119,SH601096,宏盛华源,20250311 +18,7372,True,0.8208480299444165,0.0,-0.01642314774804971,-0.008297060809557999,0.08479782908132803,2,2,130.0259153456212,up,False,,0,119,SH601096,宏盛华源,20250312 +18,7386,True,0.1988714519357191,0.0,-0.006342552406735725,-0.0021812768308332895,0.31419426157793745,2,3,173.51852475571502,none,,,0,119,SH601096,宏盛华源,20250326 +18,7387,True,0.0,0.0,-0.006342552406735725,-0.0021812768308332895,0.3102190030403795,2,3,172.51852475571502,none,,,0,119,SH601096,宏盛华源,20250327 +18,7388,True,0.0,0.0,-0.006342552406735725,-0.0021812768308332895,0.3061973908096192,2,3,171.51852475571482,none,,,0,119,SH601096,宏盛华源,20250328 +18,7391,True,0.0,0.0,-0.006342552406735725,-0.0021812768308332895,0.3021286093667565,2,3,170.51852475571482,none,,,0,119,SH601096,宏盛华源,20250331 +18,7392,True,0.0,0.0,-0.006342552406735725,-0.0021812768308332895,0.2980118239497128,2,3,169.51852475571505,none,,,0,119,SH601096,宏盛华源,20250401 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+21,7303,True,0.0,0.7938584057610044,-0.001381581139823596,0.005904737335504744,0.1374972248403936,3,2,137.97057056190806,down,False,,0,119,SH601868,中国能建,20250102 +21,7304,True,0.0,0.7587841484138917,-0.001381581139823596,0.005904737335504744,0.1312002314671366,3,2,136.97057056190806,down,False,,0,119,SH601868,中国能建,20250103 +21,7307,True,0.0,0.7574023533005293,-0.001381581139823596,0.005904737335504744,0.12481061520721727,3,2,135.97057056190806,down,False,,0,119,SH601868,中国能建,20250106 +21,7308,True,0.0,0.7559165448387342,-0.001381581139823596,0.005904737335504744,0.11832631732547003,3,2,134.97057056190803,down,False,,0,119,SH601868,中国能建,20250107 +21,7309,True,0.0,0.755286677089574,-0.001381581139823596,0.005904737335504744,0.11174521761844843,3,2,133.9705705619081,down,False,,0,119,SH601868,中国能建,20250108 +21,7310,True,0.0,0.772908331393625,-0.001381581139823596,0.005904737335504744,0.10506513210307482,3,2,132.97057056190806,down,False,,0,119,SH601868,中国能建,20250109 +21,7311,True,0.0,0.7873824971549891,-0.001381581139823596,0.005904737335504744,0.09828381060020899,3,2,131.97057056190806,down,False,,0,119,SH601868,中国能建,20250110 +21,7314,True,0.0,0.7914103664917491,-0.001381581139823596,0.005904737335504744,0.09139893420751147,3,2,130.97057056190803,down,False,,0,119,SH601868,中国能建,20250113 +21,7315,True,0.0,0.7794771006368911,-0.001381581139823596,0.005904737335504744,0.08440811265564548,3,2,129.97057056190803,down,False,,0,119,SH601868,中国能建,20250114 +21,7316,True,0.0,0.7752541096009031,-0.001381581139823596,0.005904737335504744,0.07730888154148312,3,2,128.97057056190803,down,False,,0,119,SH601868,中国能建,20250115 +21,7317,True,0.0,0.7742710501860682,-0.001381581139823596,0.005904737335504744,0.07009869943158852,3,2,127.97057056190808,down,False,,0,119,SH601868,中国能建,20250116 +21,7318,True,0.0,0.7660963740843553,-0.001381581139823596,0.005904737335504744,0.06277494482882387,3,2,126.97057056190806,down,False,,0,119,SH601868,中国能建,20250117 +21,7321,True,0.0,0.7847350345742694,-0.001381581139823596,0.005904737335504744,0.05533491299447894,3,2,125.97057056190805,down,False,,0,119,SH601868,中国能建,20250120 +21,7322,True,0.0,0.78970093914152,-0.001381581139823596,0.005904737335504744,0.0477758126178226,3,2,124.97057056190806,down,False,,0,119,SH601868,中国能建,20250121 +21,7323,True,0.0,0.8035921411162937,-0.001381581139823596,0.005904737335504744,0.04009476232446548,3,2,123.97057056190805,down,False,,0,119,SH601868,中国能建,20250122 +21,7324,True,0.0,0.799166246747711,-0.001381581139823596,0.005904737335504744,0.03228878701436282,3,2,122.97057056190809,down,False,,0,119,SH601868,中国能建,20250123 +21,7325,True,0.0,0.7989793302888144,-0.001381581139823596,0.005904737335504744,0.02435481401966837,3,2,121.97057056190808,down,False,,0,119,SH601868,中国能建,20250124 +21,7328,True,0.0,0.798730584278715,-0.001381581139823596,0.005904737335504744,0.01628966907202964,3,2,120.97057056190806,down,False,,0,119,SH601868,中国能建,20250127 +21,7337,True,0.0,0.8161179145710137,-0.001381581139823596,0.005904737335504744,0.008090072068193059,3,2,119.97057056190803,down,False,,0,119,SH601868,中国能建,20250205 +21,7343,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.45865579472898965,3,3,219.82317135994032,none,,,0,119,SH601868,中国能建,20250211 +21,7344,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.4561819058720344,3,3,218.82317135994026,none,,,0,119,SH601868,中国能建,20250212 +21,7345,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.4536853023622575,3,3,217.8231713599403,none,,,0,119,SH601868,中国能建,20250213 +21,7346,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.4511656699160974,3,3,216.82317135994023,none,,,0,119,SH601868,中国能建,20250214 +21,7349,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.44862268842515945,3,3,215.8231713599402,none,,,0,119,SH601868,中国能建,20250217 +21,7350,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.4460560318206402,3,3,214.82317135994035,none,,,0,119,SH601868,中国能建,20250218 +21,7351,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.44346536793395147,3,3,213.8231713599403,none,,,0,119,SH601868,中国能建,20250219 +21,7352,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.44085035835341685,3,3,212.82317135994023,none,,,0,119,SH601868,中国能建,20250220 +21,7353,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.4382106582769014,3,3,211.82317135994026,none,,,0,119,SH601868,中国能建,20250221 +21,7356,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.43554591636025486,3,3,210.8231713599402,none,,,0,119,SH601868,中国能建,20250224 +21,7357,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.4328557745614187,3,3,209.82317135994023,none,,,0,119,SH601868,中国能建,20250225 +21,7358,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.4301398679800513,3,3,208.82317135994032,none,,,0,119,SH601868,中国能建,20250226 +21,7359,True,0.0,0.0,-0.001381581139823596,0.0019804002417377615,0.42739782469252463,3,3,207.82317135994026,none,,,0,119,SH601868,中国能建,20250227 +21,7373,True,0.8173623595059314,0.0,-0.006975194572756022,-0.003538198796372058,0.025061946532930073,2,2,122.05903706067559,up,False,,0,119,SH601868,中国能建,20250313 +21,7419,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.47657143891993947,2,4,227.3471660668479,none,,,0,119,SH601868,中国能建,20250428 +21,7420,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.47425893565261207,2,4,226.34716606684825,none,,,0,119,SH601868,中国能建,20250429 +21,7421,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.47192590846827454,2,4,225.34716606684827,none,,,0,119,SH601868,中国能建,20250430 +21,7427,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.4695720829183921,2,4,224.347166066848,none,,,0,119,SH601868,中国能建,20250506 +21,7428,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.4671971796392395,2,4,223.34716606684802,none,,,0,119,SH601868,中国能建,20250507 +21,7429,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.46480091424136816,2,3,222.34716606684805,none,,,0,119,SH601868,中国能建,20250508 +21,7430,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.46238299719608367,2,3,221.3471660668484,none,,,0,119,SH601868,中国能建,20250509 +21,7433,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.45994313371882445,2,3,220.3471660668481,none,,,0,119,SH601868,中国能建,20250512 +21,7434,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.4574810236493624,2,3,219.34716606684813,none,,,0,119,SH601868,中国能建,20250513 +21,7435,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.4549963613286958,2,3,218.34716606684816,none,,,0,119,SH601868,中国能建,20250514 +21,7436,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.4524888354725554,2,3,217.34716606684788,none,,,0,119,SH601868,中国能建,20250515 +21,7437,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.4499581290414017,2,3,216.34716606684822,none,,,0,119,SH601868,中国能建,20250516 +21,7440,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.4474039191067892,2,3,215.34716606684825,none,,,0,119,SH601868,中国能建,20250519 +21,7441,True,0.0,0.0,-0.0018276973077685711,-0.0003755890375330784,0.4448258767140056,2,3,214.34716606684796,none,,,0,119,SH601868,中国能建,20250520 +21,7479,True,0.0,0.0,-0.0015377332188519293,0.0,0.16411953310021052,2,3,142.36485324434145,none,,,0,119,SH601868,中国能建,20250627 +21,7482,True,0.0,0.0,-0.0015377332188519293,0.0,0.1582066032048626,2,3,141.36485324434128,none,,,0,119,SH601868,中国能建,20250630 +21,7483,True,0.0,0.0,-0.0015377332188519293,0.0,0.15220942244815505,2,3,140.3648532443414,none,,,0,119,SH601868,中国能建,20250701 +21,7484,True,0.0,0.0,-0.0015377332188519293,0.0,0.1461261772265972,2,3,139.36485324434148,none,,,0,119,SH601868,中国能建,20250702 +21,7485,True,0.0,0.0,-0.0015377332188519293,0.0,0.139955001507098,2,3,138.3648532443413,none,,,0,119,SH601868,中国能建,20250703 +21,7486,True,0.32037722154361215,0.0,-0.0015377332188519293,0.0,0.13369397491856463,2,3,137.36485324434142,none,,,0,119,SH601868,中国能建,20250704 +21,7489,True,0.45727354563174005,0.0,-0.0015377332188519293,0.0,0.1273411207595144,2,3,136.36485324434125,up,True,,0,119,SH601868,中国能建,20250707 +21,7490,True,0.44257939371163924,0.0,-0.0015377332188519293,0.0,0.12089440391740186,2,3,135.36485324434136,up,False,,0,119,SH601868,中国能建,20250708 +21,7491,True,0.5051181769087629,0.0,-0.0015377332188519293,0.0,0.11435172869500683,2,3,134.36485324434148,up,True,,0,119,SH601868,中国能建,20250709 +21,7660,True,0.0,0.0,-0.0012032416677596617,0.0,0.4404017831794053,2,2,212.65257183289208,none,,,0,119,SH601868,中国能建,20251225 +21,7661,True,0.0,0.0,-0.0012032416677596617,0.0,0.4377578360164929,2,2,211.6525718328919,none,,,0,119,SH601868,中国能建,20251226 +21,7664,True,0.0,0.24246672225950278,-0.0012032416677596617,0.0,0.4350887864098761,2,2,210.6525718328921,down,False,,0,119,SH601868,中国能建,20251229 +21,7665,True,0.0,0.3000576351166144,-0.0012032416677596617,0.0,0.4323942751589457,2,2,209.65257183289194,down,False,,0,119,SH601868,中国能建,20251230 +21,7666,True,0.0,0.24382043481772264,-0.0012032416677596617,0.0,0.4296739361769967,2,2,208.65257183289214,down,False,,0,119,SH601868,中国能建,20251231 +21,7671,True,0.0,0.18397879360194602,-0.0012032416677596617,0.0,0.4269273963254119,2,2,207.65257183289197,none,,,0,119,SH601868,中国能建,20260105 +21,7672,True,0.0,0.0,-0.0012032416677596617,0.0,0.42415427524304816,2,2,206.65257183289216,none,,,0,119,SH601868,中国能建,20260106 +21,7673,True,0.0,0.0,-0.0012032416677596617,0.0,0.42135418517062756,2,2,205.652571832892,none,,,0,119,SH601868,中国能建,20260107 +21,7674,True,0.0,0.0,-0.0012032416677596617,0.0,0.418526730769996,2,2,204.65257183289182,none,,,0,119,SH601868,中国能建,20260108 +22,7197,True,0.0,0.7419343364958808,0.05034129480306081,0.07127088643421813,0.5997475221386285,2,2,297.31233804183,down,False,,0,119,SH603005,晶方科技,20240918 +22,7198,True,0.0,0.7753050235219864,0.05034129480306081,0.07127088643421813,0.5983967431582249,2,2,296.3123380418301,down,True,,0,119,SH603005,晶方科技,20240919 +22,7199,True,0.0,0.7002845105120435,0.05034129480306081,0.07127088643421813,0.5970368160400258,2,2,295.3123380418301,down,False,,0,119,SH603005,晶方科技,20240920 +22,7202,True,0.0,0.7479827935204248,0.05034129480306081,0.07127088643421813,0.5956676475347531,2,2,294.3123380418301,down,False,,0,119,SH603005,晶方科技,20240923 +22,7203,True,0.0,0.8476850678168126,0.05034129480306081,0.07127088643421813,0.5942891431214563,2,2,293.3123380418302,down,True,,0,119,SH603005,晶方科技,20240924 +22,7204,True,0.0,0.8486181922504054,0.05034129480306081,0.07127088643421813,0.5929012069857581,2,2,292.31233804183006,down,True,,0,119,SH603005,晶方科技,20240925 +22,7205,True,0.0,0.8123160656502094,0.05034129480306081,0.07127088643421813,0.5915037419976604,2,2,291.31233804183006,down,True,,0,119,SH603005,晶方科技,20240926 +22,7206,True,0.0,0.7820571291048014,0.05034129480306081,0.07127088643421813,0.5900966496888821,2,2,290.3123380418301,down,True,,0,119,SH603005,晶方科技,20240927 +22,7209,True,0.0,0.5997913002753948,0.05034129480306081,0.07127088643421813,0.5886798302297274,2,2,289.3123380418302,down,True,,0,119,SH603005,晶方科技,20240930 +22,7217,True,0.0,0.0,0.05034129480306081,0.07127088643421813,0.5872531824054824,2,2,288.3123380418302,none,,,0,119,SH603005,晶方科技,20241008 +22,7218,True,0.0,0.0,0.05034129480306081,0.07127088643421813,0.585816603592308,2,2,287.31233804183,none,,,0,119,SH603005,晶方科技,20241009 +22,7219,True,0.0,0.28188777442818214,0.05034129480306081,0.07127088643421813,0.5843699897326319,2,2,286.31233804183,none,,,0,119,SH603005,晶方科技,20241010 +22,7220,True,0.0,0.6466385375477481,0.05034129480306081,0.07127088643421813,0.5829132353100224,2,2,285.3123380418301,down,True,,0,119,SH603005,晶方科技,20241011 +22,7223,True,0.0,0.40586457153558736,0.05034129480306081,0.07127088643421813,0.5814462333235362,2,2,284.3123380418301,down,False,,0,119,SH603005,晶方科技,20241014 +22,7328,True,0.5224902625170063,0.0,-0.18599794585757012,0.09466073715894749,0.0468607083749431,2,2,124.85058694528338,up,False,,0,119,SH603005,晶方科技,20250127 +22,7337,True,0.6536458789316553,0.0,-0.18599794585757012,0.09466073715894749,0.03916482807971161,2,2,123.85058694528338,up,False,,0,119,SH603005,晶方科技,20250205 +22,7338,True,0.8947580060817446,0.0,-0.18599794585757012,0.09466073715894749,0.031343659326580495,2,2,122.8505869452834,up,False,,0,119,SH603005,晶方科技,20250206 +22,7339,True,0.9398738254040631,0.0,-0.18599794585757012,0.09466073715894749,0.023394117474078727,2,2,121.8505869452834,up,True,,0,119,SH603005,晶方科技,20250207 +22,7342,True,0.8652299199759959,0.0,-0.18599794585757012,0.09466073715894749,0.015313015783045189,2,2,120.85058694528338,up,False,,0,119,SH603005,晶方科技,20250210 +22,7343,True,0.9638097090812907,0.0,-0.18599794585757012,0.09466073715894749,0.007097061157253533,2,2,119.85058694528338,up,True,,0,119,SH603005,晶方科技,20250211 +22,7359,True,0.8087826364221807,0.0,-0.18599794585757012,-0.08054208848865256,0.1648621633057384,2,2,142.49144844285757,up,False,,0,119,SH603005,晶方科技,20250227 +22,7360,True,0.8102559074192942,0.0,-0.18599794585757012,-0.08054208848865256,0.15895977241296635,2,2,141.49144844285757,up,False,,0,119,SH603005,晶方科技,20250228 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+24,7671,True,0.0,0.0,-0.02747626460771002,-0.010460163562907696,0.41741637559557604,3,3,204.26252131898462,none,,,0,119,SH603118,共进股份,20260105 +24,7672,True,0.0,0.0,-0.02747626460771002,-0.010460163562907696,0.4145502120715579,3,3,203.2625213189846,none,,,0,119,SH603118,共进股份,20260106 +24,7673,True,0.0,0.0,-0.02747626460771002,-0.010460163562907696,0.4116557075231589,3,3,202.26252131898457,none,,,0,119,SH603118,共进股份,20260107 +24,7674,True,0.26629546574978025,0.0,-0.02747626460771002,-0.010460163562907696,0.4087324395017652,3,3,201.26252131898457,up,False,,0,119,SH603118,共进股份,20260108 +24,7675,True,0.3829172819972867,0.0,-0.02747626460771002,-0.01600101095966089,0.44981823166423873,3,4,216.2921544273664,up,True,,0,119,SH603118,共进股份,20260109 +24,7678,True,0.6262535546638769,0.0,-0.02747626460771002,-0.01600101095966089,0.44726271927318517,3,4,215.2921544273664,up,True,,0,119,SH603118,共进股份,20260112 +24,7679,True,0.34684091183676014,0.0,-0.02747626460771002,-0.01600101095966089,0.44468335614995813,3,4,214.2921544273664,up,True,,0,119,SH603118,共进股份,20260113 +24,7680,True,0.42472008107949016,0.0,-0.02747626460771002,-0.01600101095966089,0.4420798068288829,3,4,213.2921544273664,up,True,,0,119,SH603118,共进股份,20260114 +24,7681,True,0.25618559982416966,0.0,-0.02747626460771002,-0.01600101095966089,0.4394517295234543,3,4,212.2921544273664,up,False,,0,119,SH603118,共进股份,20260115 +24,7682,True,0.2914718119442724,0.0,-0.02747626460771002,-0.01600101095966089,0.436798775976761,3,4,211.2921544273664,up,False,,0,119,SH603118,共进股份,20260116 +24,7685,True,0.36058490318966563,0.0,-0.02747626460771002,-0.01600101095966089,0.43412059130764263,3,4,210.2921544273664,up,False,,0,119,SH603118,共进股份,20260119 +24,7686,True,0.24997427944205833,0.0,-0.02747626460771002,-0.01600101095966089,0.4314168138524359,3,4,209.2921544273664,up,False,,0,119,SH603118,共进股份,20260120 +25,7198,True,0.0,0.0,-0.007400662582074368,-0.0005590432456420738,0.40964217786478574,2,3,201.57266582764876,none,,,0,119,SH603183,建研院,20240919 +25,7400,True,0.0,0.5317991166541266,0.002942060453440505,0.008309154528965731,0.5874945999269819,3,2,288.481071954296,down,False,,0,119,SH603183,建研院,20250409 +25,7401,True,0.0,0.40566136638492234,0.002942060453440505,0.008309154528965731,0.586059704066643,3,2,287.481071954296,down,False,,0,119,SH603183,建研院,20250410 +25,7402,True,0.0,0.47688244586251916,0.002942060453440505,0.008309154528965731,0.5846147908194621,3,2,286.481071954296,down,False,,0,119,SH603183,建研院,20250411 +25,7405,True,0.0,0.3818226067567886,0.002942060453440505,0.008309154528965731,0.5831597549169518,3,2,285.481071954296,down,False,,0,119,SH603183,建研院,20250414 +25,7406,True,0.0,0.36034662593068134,0.002942060453440505,0.008309154528965731,0.5816944896104785,3,2,284.48107195429594,down,False,,0,119,SH603183,建研院,20250415 +25,7407,True,0.0,0.485462784613393,0.002942060453440505,0.008309154528965731,0.5802188866451523,2,2,283.48107195429594,down,False,,0,119,SH603183,建研院,20250416 +25,7408,True,0.0,0.37194019664690814,0.002942060453440505,0.008309154528965731,0.5787328362331704,2,2,282.48107195429594,down,False,,0,119,SH603183,建研院,20250417 +25,7409,True,0.0,0.35019275777530157,0.002942060453440505,0.008309154528965731,0.577236227026583,2,2,281.48107195429594,down,False,,0,119,SH603183,建研院,20250418 +25,7412,True,0.0,0.36531521198996697,0.002942060453440505,0.008309154528965731,0.5757289460894855,2,2,280.48107195429594,down,False,,0,119,SH603183,建研院,20250421 +25,7413,True,0.0,0.17346898965770557,0.002942060453440505,0.008309154528965731,0.5742108788696061,2,2,279.48107195429594,none,,,0,119,SH603183,建研院,20250422 +25,7414,True,0.0,0.20037938707654557,0.002942060453440505,0.008309154528965731,0.5726819091692876,2,2,278.48107195429594,down,False,,0,119,SH603183,建研院,20250423 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+25,7448,True,0.38606075751864355,0.0,-0.019532613326272714,-0.0034445102591713307,0.27335926180271297,2,2,163.76731133355594,up,False,,0,119,SH603183,建研院,20250527 +25,7449,True,0.406900134260403,0.0,-0.019532613326272714,-0.0034445102591713307,0.26889497021834063,2,2,162.7673113335559,up,False,,0,119,SH603183,建研院,20250528 +25,7450,True,0.5984345659282132,0.0,-0.019532613326272714,-0.0034445102591713307,0.26437548464517574,2,2,161.76731133355588,up,False,,0,119,SH603183,建研院,20250529 +25,7451,True,0.5629348086043242,0.0,-0.019532613326272714,-0.0034445102591713307,0.2597997751352459,2,2,160.7673113335559,up,False,,0,119,SH603183,建研院,20250530 +25,7455,True,0.6351129599294885,0.0,-0.019532613326272714,-0.0034445102591713307,0.25516678595437786,2,2,159.76731133355594,up,False,,0,119,SH603183,建研院,20250603 +25,7456,True,0.665260066228548,0.0,-0.019532613326272714,-0.0034445102591713307,0.25047543477012296,2,2,158.7673113335559,up,False,,0,119,SH603183,建研院,20250604 +25,7457,True,0.6832674103962573,0.0,-0.019532613326272714,-0.0034445102591713307,0.24572461180879868,2,2,157.76731133355594,up,False,,0,119,SH603183,建研院,20250605 +25,7458,True,0.7173091214465791,0.0,-0.019532613326272714,-0.0034445102591713307,0.2409131789802653,2,2,156.76731133355597,up,False,,0,119,SH603183,建研院,20250606 +25,7461,True,0.7291716222724159,0.0,-0.019532613326272714,-0.0034445102591713307,0.23603996896899235,2,2,155.76731133355594,up,False,,0,119,SH603183,建研院,20250609 +25,7462,True,0.7612279173902757,0.0,-0.019532613326272714,-0.0034445102591713307,0.23110378428988698,2,2,154.7673113335559,up,False,,0,119,SH603183,建研院,20250610 +25,7463,True,0.7372681275550035,0.0,-0.019532613326272714,-0.0034445102591713307,0.22610339630728005,2,2,153.76731133355594,up,False,,0,119,SH603183,建研院,20250611 +25,7464,True,0.7596930608089031,0.0,-0.019532613326272714,-0.0034445102591713307,0.22103754421538221,2,2,152.76731133355597,up,False,,0,119,SH603183,建研院,20250612 +25,7465,True,0.7163275802772933,0.0,-0.019532613326272714,-0.0034445102591713307,0.2159049339784345,2,2,151.76731133355594,up,False,,0,119,SH603183,建研院,20250613 +25,7468,True,0.7535045900314918,0.0,-0.019532613326272714,-0.0034445102591713307,0.21070423722868056,2,2,150.7673113335559,up,False,,0,119,SH603183,建研院,20250616 +25,7469,True,0.7567056060299285,0.0,-0.019532613326272714,-0.0034445102591713307,0.20543409012018735,2,2,149.76731133355588,up,False,,0,119,SH603183,建研院,20250617 +25,7470,True,0.7535531428138595,0.0,-0.019532613326272714,-0.0034445102591713307,0.20009309213644164,2,2,148.7673113335559,up,False,,0,119,SH603183,建研院,20250618 +25,7471,True,0.7572862798394144,0.0,-0.019532613326272714,-0.0034445102591713307,0.19467980484952643,2,2,147.76731133355588,up,False,,0,119,SH603183,建研院,20250619 +25,7472,True,0.7061180617948243,0.0,-0.019532613326272714,-0.0034445102591713307,0.18919275062857518,2,2,146.7673113335559,up,False,,0,119,SH603183,建研院,20250620 +25,7475,True,0.7570851197578623,0.0,-0.019532613326272714,-0.0034445102591713307,0.18363041129505991,2,2,145.76731133355594,up,False,,0,119,SH603183,建研院,20250623 +25,7533,True,0.0,0.0,0.005675291666926735,0.010743571878887427,0.43013715033250305,2,2,208.82217549263652,none,,,0,119,SH603183,建研院,20250820 +25,7534,True,0.0,0.0,0.005675291666926735,0.010743571878887427,0.4273950808285302,2,2,207.8221754926364,none,,,0,119,SH603183,建研院,20250821 +25,7535,True,0.0,0.0,0.005675291666926735,0.010743571878887427,0.4246264951205062,2,2,206.8221754926365,none,,,0,119,SH603183,建研院,20250822 +25,7538,True,0.0,0.0,0.005675291666926735,0.010743571878887427,0.4218310067164871,2,2,205.82217549263638,none,,,0,119,SH603183,建研院,20250825 +25,7539,True,0.0,0.0,0.005675291666926735,0.010743571878887427,0.4190082215766808,2,2,204.82217549263652,none,,,0,119,SH603183,建研院,20250826 +25,7540,True,0.0,0.0,0.005675291666926735,0.010743571878887427,0.41615773792827965,2,2,203.8221754926364,none,,,0,119,SH603183,建研院,20250827 +25,7541,True,0.0,0.0,0.005675291666926735,0.010743571878887427,0.41327914607483135,2,2,202.82217549263646,none,,,0,119,SH603183,建研院,20250828 +25,7542,True,0.0,0.28849923579937703,0.005675291666926735,0.010743571878887427,0.4103720281999348,2,2,201.82217549263635,down,False,,0,119,SH603183,建研院,20250829 +25,7545,True,0.0,0.0,0.005675291666926735,0.010743571878887427,0.40743595816507155,2,2,200.8221754926365,none,,,0,119,SH603183,建研院,20250901 +25,7546,True,0.0,0.0,0.005675291666926735,0.010743571878887427,0.4044705013013672,2,2,199.82217549263657,none,,,0,119,SH603183,建研院,20250902 +25,7547,True,0.0,0.427030638998656,0.005675291666926735,0.010743571878887427,0.4014752141950722,2,2,198.82217549263646,down,False,,0,119,SH603183,建研院,20250903 +25,7548,True,0.0,0.28943858667277383,0.005675291666926735,0.010743571878887427,0.39844964446652953,2,2,197.82217549263652,down,False,,0,119,SH603183,建研院,20250904 +25,7549,True,0.0,0.1909107825211979,0.005675291666926735,0.010743571878887427,0.395393330542411,2,2,196.8221754926364,none,,,0,119,SH603183,建研院,20250905 +25,7552,True,0.0,0.0,0.005675291666926735,0.010743571878887427,0.3923058014209697,2,2,195.82217549263655,none,,,0,119,SH603183,建研院,20250908 +25,7562,True,0.0,0.0,0.004198785688703165,0.0070861609855567,0.5567477083671413,3,2,268.4701291935262,none,,,0,119,SH603183,建研院,20250918 +25,7563,True,0.0,0.0,0.004198785688703165,0.0070861609855567,0.5550905054003302,3,2,267.47012919352625,none,,,0,119,SH603183,建研院,20250919 +25,7566,True,0.0,0.0,0.004198785688703165,0.0070861609855567,0.5534208642441295,3,2,266.47012919352625,none,,,0,119,SH603183,建研院,20250922 +25,7567,True,0.0,0.2913127541988872,0.004198785688703165,0.0070861609855567,0.5517386443382122,3,2,265.47012919352613,down,False,,0,119,SH603183,建研院,20250923 +25,7568,True,0.0,0.0,0.004198785688703165,0.0070861609855567,0.5500437029963348,3,2,264.4701291935262,none,,,0,119,SH603183,建研院,20250924 +25,7569,True,0.0,0.34835339350228495,-0.0005260334416122614,0.0070861609855567,0.2597860969111393,2,2,160.76434055537374,down,False,,0,119,SH603183,建研院,20250925 +25,7570,True,0.0,0.2837904603179218,-0.0005260334416122614,0.0070861609855567,0.2551529359659886,2,2,159.76434055537374,down,False,,0,119,SH603183,建研院,20250926 +25,7573,True,0.0,0.0,-0.0005260334416122614,0.0070861609855567,0.2504614097616254,2,2,158.76434055537376,none,,,0,119,SH603183,建研院,20250929 +25,7574,True,0.0,0.25735841516806385,-0.0005260334416122614,0.0070861609855567,0.24571040844155626,2,2,157.7643405553737,down,False,,0,119,SH603183,建研院,20250930 +25,7583,True,0.0,0.34832871134017074,-0.0005260334416122614,0.0070861609855567,0.2408987938301838,2,2,156.76434055537376,down,False,,0,119,SH603183,建研院,20251009 +25,7584,True,0.0,0.0,-0.0005260334416122614,0.0070861609855567,0.23602539852376633,2,2,155.76434055537382,none,,,0,119,SH603183,建研院,20251010 +25,7587,True,0.0,0.0,-0.0005260334416122614,0.0070861609855567,0.23108902494614028,2,2,154.7643405553737,none,,,0,119,SH603183,建研院,20251013 +25,7588,True,0.0,0.0,-0.0005260334416122614,0.0070861609855567,0.22608844436759634,2,2,153.76434055537376,none,,,0,119,SH603183,建研院,20251014 +25,7589,True,0.0,0.0,-0.0005260334416122614,0.0070861609855567,0.22102239588521616,2,2,152.76434055537382,none,,,0,119,SH603183,建研院,20251015 +25,7590,True,0.0,0.0,-0.0005260334416122614,0.0070861609855567,0.2158895853629004,2,2,151.7643405553737,none,,,0,119,SH603183,建研院,20251016 +26,7225,True,0.0,0.0,-0.030890632219328227,0.0007244340469537612,0.3956119429068104,2,3,196.89336776827082,none,,,0,119,SH603237,五芳斋,20241016 +26,7226,True,0.0,0.0,-0.030890632219328227,0.0007244340469537612,0.3925266518427044,2,3,195.89336776827082,none,,,0,119,SH603237,五芳斋,20241017 +26,7227,True,0.0,0.0,-0.030890632219328227,0.0007244340469537612,0.38940969945425924,2,3,194.89336776827076,none,,,0,119,SH603237,五芳斋,20241018 +26,7230,True,0.0,0.0,-0.030890632219328227,0.0007244340469537612,0.38626059586410777,2,3,193.8933677682708,none,,,0,119,SH603237,五芳斋,20241021 +26,7231,True,0.25021856287437205,0.0,-0.030890632219328227,0.0007244340469537612,0.38307884103636614,2,3,192.89336776827074,up,False,,0,119,SH603237,五芳斋,20241022 +26,7232,True,0.21051209811181795,0.0,-0.030890632219328227,0.0007244340469537612,0.3798639245119529,2,3,191.89336776827074,up,False,,0,119,SH603237,五芳斋,20241023 +26,7233,True,0.1802452593662062,0.0,-0.030890632219328227,0.0007244340469537612,0.3766153251355671,2,3,190.8933677682707,none,,,0,119,SH603237,五芳斋,20241024 +26,7234,True,0.3108214511038412,0.0,-0.030890632219328227,0.0007244340469537612,0.37333251077406143,2,3,189.89336776827082,up,False,,0,119,SH603237,五芳斋,20241025 +26,7237,True,0.5416727042147789,0.0,-0.030890632219328227,0.0007244340469537612,0.3700149380258504,2,3,188.89336776827082,up,False,,0,119,SH603237,五芳斋,20241028 +26,7344,True,0.0,0.0,-0.004481143055568241,0.030426286587022275,0.3351445998190556,2,2,178.98628779673498,none,,,0,119,SH603237,五芳斋,20250212 +26,7345,True,0.0,0.0,-0.004481143055568241,0.030426286587022275,0.33140916936308534,2,2,177.98628779673487,none,,,0,119,SH603237,五芳斋,20250213 +26,7346,True,0.0,0.0,-0.004481143055568241,0.030426286587022275,0.32763152738324575,2,2,176.98628779673487,none,,,0,119,SH603237,五芳斋,20250214 +26,7349,True,0.0,0.0,-0.004481143055568241,0.030426286587022275,0.3238109543088631,2,2,175.98628779673493,none,,,0,119,SH603237,五芳斋,20250217 +26,7350,True,0.0,0.0,-0.004481143055568241,0.030426286587022275,0.31994671412064557,2,2,174.98628779673493,none,,,0,119,SH603237,五芳斋,20250218 +26,7351,True,0.0,0.0,-0.004481143055568241,0.030426286587022275,0.3160380538779841,2,2,173.98628779673496,none,,,0,119,SH603237,五芳斋,20250219 +26,7352,True,0.0,0.0,-0.004481143055568241,0.030426286587022275,0.3120842032298577,2,2,172.9862877967349,none,,,0,119,SH603237,五芳斋,20250220 +26,7353,True,0.0,0.0,-0.004481143055568241,0.030426286587022275,0.30808437390867854,2,2,171.9862877967349,none,,,0,119,SH603237,五芳斋,20250221 +26,7356,True,0.0,0.0,-0.004481143055568241,0.030426286587022275,0.3040377592063706,2,2,170.9862877967349,none,,,0,119,SH603237,五芳斋,20250224 +26,7357,True,0.0,0.2652527976464886,-0.004481143055568241,0.030426286587022275,0.2999435334319614,2,2,169.98628779673496,down,False,,0,119,SH603237,五芳斋,20250225 +26,7358,True,0.0,0.0,-0.004481143055568241,0.030426286587022275,0.29580085134990924,2,2,168.98628779673496,none,,,0,119,SH603237,五芳斋,20250226 +26,7359,True,0.0,0.0,-0.004481143055568241,0.030426286587022275,0.2916088475983758,2,2,167.98628779673496,none,,,0,119,SH603237,五芳斋,20250227 +26,7672,True,0.0,0.0,-0.03532439507280198,-0.013263524210320489,0.2583282382951067,2,2,160.448335967993,none,,,0,119,SH603237,五芳斋,20260106 +26,7673,True,0.0,0.0,-0.03532439507280198,-0.013263524210320489,0.25367675192366035,2,2,159.44833596799293,none,,,0,119,SH603237,五芳斋,20260107 +26,7674,True,0.0,0.0,-0.03532439507280198,-0.013263524210320489,0.24896655258002617,2,2,158.4483359679929,none,,,0,119,SH603237,五芳斋,20260108 +26,7675,True,0.22861570081905483,0.0,-0.03532439507280198,-0.013263524210320489,0.2441965215549123,2,2,157.44833596799302,none,,,0,119,SH603237,五芳斋,20260109 +26,7678,True,0.33021486006062295,0.0,-0.03532439507280198,-0.013263524210320489,0.2393655115363734,2,2,156.448335967993,up,False,,0,119,SH603237,五芳斋,20260112 +26,7679,True,0.26428364410754535,0.0,-0.03532439507280198,-0.013263524210320489,0.23447234568980974,2,2,155.44833596799296,up,False,,0,119,SH603237,五芳斋,20260113 +26,7680,True,0.2823923262639365,0.0,-0.03532439507280198,-0.013263524210320489,0.22951581670222088,3,2,154.4483359679929,up,False,,0,119,SH603237,五芳斋,20260114 +26,7681,True,0.34204445785104054,0.0,-0.03532439507280198,-0.013263524210320489,0.22449468578908724,3,2,153.44833596799288,up,False,,0,119,SH603237,五芳斋,20260115 +26,7682,True,0.35668521578284096,0.0,-0.03532439507280198,-0.013263524210320489,0.21940768166217017,3,2,152.448335967993,up,False,,0,119,SH603237,五芳斋,20260116 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+28,7660,True,0.36150274413246564,0.0,-0.05362004486843768,0.080477322266467,0.2858423371625133,3,2,166.6298720750121,up,False,,0,119,SH603379,三美股份,20251225 +28,7661,True,0.33989296175131056,0.0,-0.05362004486843768,0.080477322266467,0.28153056867600496,3,2,165.6298720750121,up,False,,0,119,SH603379,三美股份,20251226 +28,7664,True,0.3477586732324202,0.0,-0.05362004486843768,0.080477322266467,0.2771664188272054,3,2,164.6298720750121,up,False,,0,119,SH603379,三美股份,20251229 +28,7665,True,0.43867785020441036,0.0,-0.05362004486843768,0.080477322266467,0.27274892725304234,3,2,163.62987207501206,up,False,,0,119,SH603379,三美股份,20251230 +28,7666,True,0.4597903428268889,0.0,-0.05362004486843768,0.080477322266467,0.2682771099696125,3,2,162.62987207501206,up,False,,0,119,SH603379,三美股份,20251231 +29,7421,True,0.0,0.0,-0.03849413676999881,-0.02081822552295162,0.537339229395515,3,2,257.20788871838363,none,,,0,119,SH603527,众源新材,20250430 +29,7476,True,0.6744763114930252,0.0,-0.006335669063863847,0.06321796264859618,0.007973672602669256,2,2,119.95649380819064,up,True,,0,119,SH603527,众源新材,20250624 +29,7511,True,0.0,0.6943033415199661,0.011114514096017545,0.06321796264859618,0.014332058813332603,3,2,120.73031396023012,down,False,,0,119,SH603527,众源新材,20250729 +29,7512,True,0.0,0.7761202535000569,0.011114514096017545,0.06321796264859618,0.006099657940200009,3,2,119.73031396023015,down,False,,0,119,SH603527,众源新材,20250730 +29,7553,True,0.0,0.20556947366524728,0.015102134019146026,0.030777497062894878,0.34380303327409306,2,2,181.3479885372684,none,,,0,119,SH603527,众源新材,20250909 +29,7554,True,0.0,0.2452114378195484,0.015102134019146026,0.030777497062894878,0.3401645287803746,2,2,180.34798853726835,down,False,,0,119,SH603527,众源新材,20250910 +29,7555,True,0.0,0.20110536448397928,0.015102134019146026,0.030777497062894878,0.3364854494854181,2,2,179.34798853726838,none,,,0,119,SH603527,众源新材,20250911 +29,7556,True,0.0,0.0,0.015102134019146026,0.030777497062894878,0.3327651128785609,2,2,178.34798853726844,none,,,0,119,SH603527,众源新材,20250912 +29,7559,True,0.0,0.3285357238348725,0.015102134019146026,0.030777497062894878,0.3290028210554357,2,2,177.34798853726838,down,False,,0,119,SH603527,众源新材,20250915 +29,7560,True,0.0,0.3872553814314967,0.015102134019146026,0.030777497062894878,0.32519786028151276,2,2,176.34798853726846,down,False,,0,119,SH603527,众源新材,20250916 +29,7561,True,0.0,0.3932786611959235,0.015102134019146026,0.030777497062894878,0.32134950054070455,2,2,175.3479885372684,down,False,,0,119,SH603527,众源新材,20250917 +29,7562,True,0.0,0.5852265392274318,0.015102134019146026,0.030777497062894878,0.31745699506844177,2,2,174.34798853726835,down,False,,0,119,SH603527,众源新材,20250918 +29,7563,True,0.0,0.6582678480805111,0.015102134019146026,0.030777497062894878,0.31351957986858336,2,2,173.3479885372684,down,False,,0,119,SH603527,众源新材,20250919 +29,7566,True,0.0,0.6608432138274846,0.015102134019146026,0.030777497062894878,0.3095364732135092,2,2,172.34798853726838,down,False,,0,119,SH603527,众源新材,20250922 +29,7567,True,0.0,0.7167743830861822,0.015102134019146026,0.030777497062894878,0.3055068751267108,2,2,171.34798853726832,down,False,,0,119,SH603527,众源新材,20250923 +29,7568,True,0.0,0.69158288479947,0.015102134019146026,0.030777497062894878,0.3014299668471551,2,2,170.34798853726838,down,False,,0,119,SH603527,众源新材,20250924 +29,7569,True,0.0,0.7345410336501664,0.015102134019146026,0.030777497062894878,0.29730491027467,2,2,169.34798853726846,down,True,,0,119,SH603527,众源新材,20250925 +29,7570,True,0.0,0.6856597873255161,0.015102134019146026,0.030777497062894878,0.2931308473955652,2,2,168.3479885372684,down,False,,0,119,SH603527,众源新材,20250926 +29,7573,True,0.0,0.5888205550939787,0.015102134019146026,0.030777497062894878,0.2889068996876604,2,2,167.34798853726835,down,False,,0,119,SH603527,众源新材,20250929 +29,7574,True,0.0,0.5300749824022025,0.015102134019146026,0.030777497062894878,0.2846321675038506,2,2,166.3479885372684,down,False,,0,119,SH603527,众源新材,20250930 +29,7583,True,0.0,0.45432655644188935,0.015102134019146026,0.030777497062894878,0.2803057294333025,2,2,165.34798853726838,down,False,,0,119,SH603527,众源新材,20251009 +29,7584,True,0.0,0.5661379407962543,0.015102134019146026,0.030777497062894878,0.2759266416393351,2,2,164.34798853726844,down,False,,0,119,SH603527,众源新材,20251010 +29,7587,True,0.0,0.5144848085576926,0.015102134019146026,0.030777497062894878,0.27149393717297127,2,2,163.34798853726838,down,False,,0,119,SH603527,众源新材,20251013 +29,7588,True,0.0,0.6096876922741206,0.015102134019146026,0.030777497062894878,0.26700662526112806,2,2,162.34798853726835,down,False,,0,119,SH603527,众源新材,20251014 +29,7589,True,0.0,0.424089375361488,0.015102134019146026,0.030777497062894878,0.26246369056833196,2,2,161.3479885372684,down,False,,0,119,SH603527,众源新材,20251015 +29,7590,True,0.0,0.574772315196956,0.015102134019146026,0.030777497062894878,0.2578640924308087,2,2,160.34798853726846,down,False,,0,119,SH603527,众源新材,20251016 +29,7591,True,0.0,0.6440853765617354,0.015102134019146026,0.030777497062894878,0.25320676406173587,2,2,159.3479885372683,down,False,,0,119,SH603527,众源新材,20251017 +29,7594,True,0.0,0.6251407136582687,0.015102134019146026,0.030777497062894878,0.2484906117263846,2,2,158.34798853726838,down,False,,0,119,SH603527,众源新材,20251020 +29,7595,True,0.0,0.5775608723009077,0.015102134019146026,0.030777497062894878,0.24371451388579754,2,2,157.34798853726844,down,False,,0,119,SH603527,众源新材,20251021 +29,7686,True,0.5671515288605857,0.0,-0.03362759900656462,-0.013707387453560598,0.37903739990679924,2,2,191.63795046938287,up,False,,0,119,SH603527,众源新材,20260120 +30,7226,True,0.7933314722974356,0.0,-0.016319964244126652,-0.00284666354705152,0.13236171755996556,2,3,137.15392970598262,up,False,,0,119,SH603618,杭电股份,20241017 +30,7227,True,0.8213157585431635,0.0,-0.016319964244126652,-0.00284666354705152,0.12598923691020628,2,3,136.1539297059826,up,False,,0,119,SH603618,杭电股份,20241018 +30,7230,True,0.8190448286423943,0.0,-0.016319964244126652,-0.00284666354705152,0.11952245666200212,2,3,135.15392970598256,up,False,,0,119,SH603618,杭电股份,20241021 +30,7231,True,0.8176888734765303,0.0,-0.016319964244126652,-0.00284666354705152,0.11295926805271042,2,3,134.15392970598253,up,False,,0,119,SH603618,杭电股份,20241022 +30,7232,True,0.9733302891585174,0.0,-0.016319964244126652,-0.00284666354705152,0.10629749897157302,2,3,133.15392970598256,up,True,,0,119,SH603618,杭电股份,20241023 +30,7233,True,0.9750820994314728,0.0,-0.016319964244126652,-0.00284666354705152,0.09953491156296011,2,3,132.15392970598262,up,True,,0,119,SH603618,杭电股份,20241024 +30,7234,True,0.9767971671758058,0.0,-0.016319964244126652,-0.00284666354705152,0.09266919971996992,2,3,131.1539297059826,up,True,,0,119,SH603618,杭电股份,20241025 +30,7237,True,0.9572125536049941,0.0,-0.016319964244126652,-0.00284666354705152,0.08569798646248539,2,3,130.15392970598253,up,True,,0,119,SH603618,杭电股份,20241028 +30,7238,True,0.8789996898290778,0.0,-0.016319964244126652,-0.00284666354705152,0.0786188211934228,2,3,129.1539297059825,up,False,,0,119,SH603618,杭电股份,20241029 +30,7239,True,0.8321026827142269,0.0,-0.016319964244126652,-0.00284666354705152,0.07142917682652415,2,3,128.15392970598256,up,False,,0,119,SH603618,杭电股份,20241030 +30,7240,True,0.8339394205024617,0.0,-0.016319964244126652,-0.00284666354705152,0.06412644677861629,2,3,127.15392970598259,up,False,,0,119,SH603618,杭电股份,20241031 +30,7241,True,0.8356775901116091,0.0,-0.016319964244126652,-0.00284666354705152,0.05670794181882169,2,3,126.15392970598256,up,False,,0,119,SH603618,杭电股份,20241101 +30,7244,True,0.8376669588854033,0.0,-0.016319964244126652,-0.00284666354705152,0.0491708867667177,2,3,125.1539297059826,up,False,,0,119,SH603618,杭电股份,20241104 +30,7245,True,0.8395921526176962,0.0,-0.016319964244126652,-0.00284666354705152,0.04151241703092251,2,3,124.15392970598256,up,False,,0,119,SH603618,杭电股份,20241105 +30,7246,True,0.8415538178768833,0.0,-0.016319964244126652,-0.00284666354705152,0.03372957497904973,2,3,123.15392970598253,up,False,,0,119,SH603618,杭电股份,20241106 +30,7247,True,0.843538822208499,0.0,-0.016319964244126652,-0.00284666354705152,0.02581930612935597,2,3,122.15392970598258,up,False,,0,119,SH603618,杭电股份,20241107 +30,7248,True,0.8455470947371441,0.0,-0.016319964244126652,-0.00284666354705152,0.017778455153784452,2,3,121.15392970598255,up,False,,0,119,SH603618,杭电股份,20241108 +30,7251,True,0.8475939275102361,0.0,-0.016319964244126652,-0.00284666354705152,0.009603761681422109,2,3,120.15392970598258,up,False,,0,119,SH603618,杭电股份,20241111 +30,7252,True,0.8496701676931403,0.0,-0.016319964244126652,-0.00284666354705152,0.0012918558906315541,2,3,119.15392970598255,up,False,,0,119,SH603618,杭电股份,20241112 +30,7301,True,0.0,0.7244515768301744,0.004558360128973149,0.022261739729066515,0.12481067010229638,2,2,135.9705790904801,down,False,,0,119,SH603618,杭电股份,20241231 +30,7303,True,0.0,0.7795312038289351,0.004558360128973149,0.022261739729066515,0.11832637303700062,2,2,134.97057909048013,down,False,,0,119,SH603618,杭电股份,20250102 +30,7304,True,0.0,0.8207824611357415,0.004558360128973149,0.022261739729066515,0.11174527416478065,2,2,133.97057909048013,down,False,,0,119,SH603618,杭电股份,20250103 +30,7307,True,0.0,0.8110449991999336,0.004558360128973149,0.022261739729066515,0.10506518950311414,2,2,132.97057909048013,down,False,,0,119,SH603618,杭电股份,20250106 +30,7308,True,0.0,0.7942406053579676,0.004558360128973149,0.022261739729066515,0.09828386887343595,2,2,131.97057909048013,down,False,,0,119,SH603618,杭电股份,20250107 +30,7309,True,0.0,0.8070577547140665,0.004558360128973149,0.022261739729066515,0.09139899337400273,2,2,130.97057909048013,down,False,,0,119,SH603618,杭电股份,20250108 +30,7310,True,0.0,0.8056903352918755,0.004558360128973149,0.022261739729066515,0.0844081727360995,2,2,129.97057909048013,down,False,,0,119,SH603618,杭电股份,20250109 +30,7311,True,0.0,0.8234911548033849,0.004558360128973149,0.022261739729066515,0.07730894255724163,2,2,128.97057909048013,down,False,,0,119,SH603618,杭电股份,20250110 +30,7314,True,0.0,0.8264844447857269,0.004558360128973149,0.022261739729066515,0.07009876140466284,2,2,127.97057909048013,down,False,,0,119,SH603618,杭电股份,20250113 +30,7315,True,0.0,0.8160173542753518,0.004558360128973149,0.022261739729066515,0.06277500778192284,2,2,126.97057909048014,down,False,,0,119,SH603618,杭电股份,20250114 +30,7316,True,0.0,0.8215797254622352,0.004558360128973149,0.022261739729066515,0.05533497695103402,2,2,125.97057909048013,down,False,,0,119,SH603618,杭电股份,20250115 +30,7317,True,0.0,0.8241540017543162,0.004558360128973149,0.022261739729066515,0.047775877602018194,2,2,124.97057909048011,down,False,,0,119,SH603618,杭电股份,20250116 +30,7318,True,0.0,0.8246256445682707,0.004558360128973149,0.022261739729066515,0.04009482836127081,2,2,123.97057909048013,down,False,,0,119,SH603618,杭电股份,20250117 +30,7321,True,0.0,0.8767584762972456,0.004558360128973149,0.022261739729066515,0.032288854129560826,2,2,122.97057909048014,down,True,,0,119,SH603618,杭电股份,20250120 +30,7322,True,0.0,0.8150864276544607,0.004558360128973149,0.022261739729066515,0.02435488223989237,2,2,121.97057909048013,down,True,,0,119,SH603618,杭电股份,20250121 +30,7323,True,0.0,0.7206416584952472,0.004558360128973149,0.022261739729066515,0.016289738424797164,2,2,120.97057909048014,down,True,,0,119,SH603618,杭电股份,20250122 +30,7324,True,0.0,0.7165522875606168,0.004558360128973149,0.022261739729066515,0.008090142581941677,2,2,119.97057909048013,down,True,,0,119,SH603618,杭电股份,20250123 +30,7450,True,0.0,0.0,-0.006214400082625652,0.006476425027441494,0.41422327076332055,2,2,203.1490738033719,none,,,0,119,SH603618,杭电股份,20250529 +30,7451,True,0.0,0.0,-0.006214400082625652,0.006476425027441494,0.4113255244703721,2,2,202.14907380337186,none,,,0,119,SH603618,杭电股份,20250530 +30,7455,True,0.0,0.0,-0.006214400082625652,0.006476425027441494,0.40839896624965144,2,2,201.1490738033719,none,,,0,119,SH603618,杭电股份,20250603 +30,7456,True,0.0,0.0,-0.006214400082625652,0.006476425027441494,0.40544316424413446,2,2,200.1490738033719,none,,,0,119,SH603618,杭电股份,20250604 +30,7457,True,0.0,0.0,-0.006214400082625652,0.006476425027441494,0.4024576779227526,2,2,199.14907380337192,none,,,0,119,SH603618,杭电股份,20250605 +30,7458,True,0.0,0.0,-0.006214400082625652,0.006476425027441494,0.39944205786151415,2,2,198.1490738033719,none,,,0,119,SH603618,杭电股份,20250606 +30,7461,True,0.0,0.0,-0.006214400082625652,0.006476425027441494,0.39639584551796814,2,2,197.14907380337186,none,,,0,119,SH603618,杭电股份,20250609 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+31,7559,True,0.0,0.44024175375934177,0.005622765203821982,0.015589835199171505,0.44756477099505226,2,3,215.4098684371451,down,False,,0,119,SH603707,健友股份,20250915 +31,7560,True,0.0,0.44513457914172816,0.005622765203821982,0.015589835199171505,0.44498823273666055,2,3,214.40986843714526,down,False,,0,119,SH603707,健友股份,20250916 +31,7561,True,0.0,0.47555769228457895,0.005622765203821982,0.015589835199171505,0.44238754809481184,2,3,213.40986843714506,down,False,,0,119,SH603707,健友股份,20250917 +31,7562,True,0.0,0.5185091330734393,0.005622765203821982,0.015589835199171505,0.4397623760347391,2,3,212.40986843714524,down,False,,0,119,SH603707,健友股份,20250918 +31,7563,True,0.0,0.6212443290480377,0.005622765203821982,0.015589835199171505,0.4371123690690902,2,3,211.40986843714506,down,False,,0,119,SH603707,健友股份,20250919 +31,7566,True,0.0,0.6334100444735296,0.005622765203821982,0.015589835199171505,0.4344371731046046,2,3,210.40986843714524,down,False,,0,119,SH603707,健友股份,20250922 +31,7567,True,0.0,0.7518377921679307,-0.0027740831026283885,0.015589835199171505,0.11649746202430816,3,3,134.6911807097425,down,False,,0,119,SH603707,健友股份,20250923 +31,7568,True,0.0,0.7197828425470822,-0.0027740831026283885,0.015589835199171505,0.1098889293351274,3,3,133.6911807097426,down,False,,0,119,SH603707,健友股份,20250924 +31,7569,True,0.0,0.7493526732459036,-0.0027740831026283885,0.015589835199171505,0.10318078893043807,3,3,132.6911807097425,down,False,,0,119,SH603707,健友股份,20250925 +31,7570,True,0.0,0.7570956375259636,-0.0027740831026283885,0.015589835199171505,0.09637077168982797,3,3,131.6911807097424,down,False,,0,119,SH603707,健友股份,20250926 +31,7573,True,0.0,0.781792538459786,-0.0027740831026283885,0.015589835199171505,0.08945653904304297,3,3,130.69118070974253,down,False,,0,119,SH603707,健友股份,20250929 +32,7192,True,0.45958093279076195,0.0,-0.04612409072516827,-0.017993723376138353,0.025992224397290018,2,4,122.1756160276683,up,False,,0,119,SH603813,*ST原尚,20240913 +32,7197,True,0.4243591661734375,0.0,-0.04612409072516827,-0.017993723376138353,0.017954239466557227,2,4,121.17561602766835,up,False,,0,119,SH603813,*ST原尚,20240918 +32,7198,True,0.7598882721342458,0.0,-0.04612409072516827,-0.017993723376138353,0.009782483889224824,2,4,120.17561602766834,up,False,,0,119,SH603813,*ST原尚,20240919 +32,7199,True,0.6836421378269959,0.0,-0.04612409072516827,-0.017993723376138353,0.0014735902655418122,2,4,119.17561602766833,up,False,,0,119,SH603813,*ST原尚,20240920 +32,7358,True,0.8290180061982836,0.0,-0.11335897271274123,0.009066299098732144,0.08093459924444509,2,2,129.47936012189254,up,False,,0,119,SH603813,*ST原尚,20250226 +32,7359,True,0.8307279435668001,0.0,-0.11335897271274123,0.009066299098732144,0.07378119032426064,2,2,128.47936012189257,up,False,,0,119,SH603813,*ST原尚,20250227 +32,7486,True,0.0,0.0,-0.03013929476937625,0.02351412878730118,0.3015159519563017,2,2,170.3689587948259,none,,,0,119,SH603813,*ST原尚,20250704 +32,7489,True,0.0,0.0,-0.03013929476937625,0.02351412878730118,0.29739191380306573,2,2,169.36895879482586,none,,,0,119,SH603813,*ST原尚,20250707 +32,7490,True,0.0,0.0,-0.03013929476937625,0.02351412878730118,0.29321888754438885,2,2,168.36895879482591,none,,,0,119,SH603813,*ST原尚,20250708 +32,7521,True,0.0,0.0,0.00478885131702382,0.06789552511577293,0.18898691770865847,2,2,146.73006218813552,none,,,0,119,SH603813,*ST原尚,20250808 +32,7524,True,0.0,0.0,0.00478885131702382,0.06789552511577293,0.18342174419460108,2,2,145.73006218813552,none,,,0,119,SH603813,*ST原尚,20250811 +32,7525,True,0.0,0.0,0.00478885131702382,0.06789552511577293,0.1777796664986494,2,2,144.73006218813552,none,,,0,119,SH603813,*ST原尚,20250812 +32,7526,True,0.0,0.0,0.00478885131702382,0.06789552511577293,0.17205907944132898,2,2,143.73006218813555,none,,,0,119,SH603813,*ST原尚,20250813 +32,7527,True,0.0,0.0,0.00478885131702382,0.06789552511577293,0.1662583328581225,2,2,142.73006218813555,none,,,0,119,SH603813,*ST原尚,20250814 +32,7528,True,0.0,0.0,0.00478885131702382,0.06789552511577293,0.16037573001247385,2,2,141.73006218813555,none,,,0,119,SH603813,*ST原尚,20250815 +32,7531,True,0.0,0.0,0.00478885131702382,0.06789552511577293,0.15440952594112856,2,2,140.73006218813555,none,,,0,119,SH603813,*ST原尚,20250818 +32,7532,True,0.0,0.32195639832565753,0.00478885131702382,0.06789552511577293,0.14835792572842446,2,2,139.73006218813552,down,False,,0,119,SH603813,*ST原尚,20250819 +32,7533,True,0.0,0.3603366756080718,0.00478885131702382,0.06789552511577293,0.1422190827059464,2,2,138.73006218813552,down,False,,0,119,SH603813,*ST原尚,20250820 +33,7188,True,0.0,0.0,-0.05115660041886644,-0.012762532125686931,0.2786400421001127,2,2,164.96618463055194,none,,,0,119,SH603900,莱绅通灵,20240909 +33,7189,True,0.0,0.0,-0.05115660041886644,-0.012762532125686931,0.27424059864459,2,2,163.96618463055194,none,,,0,119,SH603900,莱绅通灵,20240910 +33,7190,True,0.0,0.0,-0.05115660041886644,-0.012762532125686931,0.26978716308677336,2,2,162.96618463055194,none,,,0,119,SH603900,莱绅通灵,20240911 +33,7283,True,0.0,0.0,0.02846635299434641,0.04134199177775285,0.5568795139607334,2,2,268.5499852729781,none,,,0,119,SH603900,莱绅通灵,20241213 +33,7286,True,0.0,0.0,0.02846635299434641,0.04134199177775285,0.5552232982611245,2,2,267.5499852729781,none,,,0,119,SH603900,莱绅通灵,20241216 +33,7287,True,0.0,0.21080112938171813,0.02846635299434641,0.04134199177775285,0.5535546555062449,2,2,266.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241217 +33,7288,True,0.0,0.177833792558642,0.02846635299434641,0.04134199177775285,0.5518734453038235,2,2,265.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241218 +33,7289,True,0.0,0.43651248896644795,0.02846635299434641,0.04134199177775285,0.5501795251388546,2,2,264.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241219 +33,7290,True,0.0,0.4857270761876446,0.02846635299434641,0.04134199177775285,0.5484727503333269,2,2,263.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241220 +33,7293,True,0.0,0.7059693068101306,0.02846635299434641,0.04134199177775285,0.546752974005032,2,2,262.5499852729781,down,False,,0,119,SH603900,莱绅通灵,20241223 +33,7294,True,0.0,0.707927502505368,0.02846635299434641,0.04134199177775285,0.5450200470254263,2,2,261.5499852729781,down,False,,0,119,SH603900,莱绅通灵,20241224 +33,7295,True,0.0,0.7125214841654323,0.02846635299434641,0.04134199177775285,0.5432738179765245,2,2,260.5499852729781,down,False,,0,119,SH603900,莱绅通灵,20241225 +33,7296,True,0.0,0.7127673756410445,0.02846635299434641,0.04134199177775285,0.5415141331067944,2,2,259.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241226 +33,7297,True,0.0,0.7125503898120288,0.02846635299434641,0.04134199177775285,0.5397408362860303,2,2,258.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241227 +33,7300,True,0.0,0.7144528041343366,0.02846635299434641,0.04134199177775285,0.5379537689591727,2,2,257.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241230 +33,7301,True,0.0,0.7152665390669115,0.02846635299434641,0.04134199177775285,0.536152770099051,2,2,256.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241231 +33,7303,True,0.0,0.7152719851029027,0.02846635299434641,0.04134199177775285,0.5343376761580148,2,2,255.5499852729781,down,False,,0,119,SH603900,莱绅通灵,20250102 +33,7304,True,0.0,0.71669752263778,0.02846635299434641,0.04134199177775285,0.5325083210184237,2,2,254.5499852729781,down,False,,0,119,SH603900,莱绅通灵,20250103 +33,7307,True,0.0,0.7940564795033448,0.014309196397265508,0.04134199177775285,0.22341339127785032,3,2,153.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250106 +33,7308,True,0.0,0.7952243037013547,0.014309196397265508,0.04134199177775285,0.21831214488725123,3,2,152.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250107 +33,7309,True,0.0,0.7965425028817927,0.014309196397265508,0.04134199177775285,0.2131434371655414,3,2,151.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250108 +33,7310,True,0.0,0.7978517559388374,0.014309196397265508,0.04134199177775285,0.20790592099370603,3,2,150.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250109 +33,7311,True,0.0,0.7992914969377416,0.014309196397265508,0.04134199177775285,0.20259821314533094,3,2,149.23467938213741,down,False,,0,119,SH603900,莱绅通灵,20250110 +33,7314,True,0.0,0.8006372975911118,0.014309196397265508,0.04134199177775285,0.19721889306869073,3,2,148.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250113 +33,7315,True,0.0,0.801921624428508,0.014309196397265508,0.04134199177775285,0.19176650161920236,3,2,147.23467938213741,down,False,,0,119,SH603900,莱绅通灵,20250114 +33,7316,True,0.0,0.8033286068813998,0.014309196397265508,0.04134199177775285,0.18623953973987464,3,2,146.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250115 +33,7317,True,0.0,0.8046870538483719,0.014309196397265508,0.04134199177775285,0.18063646708724113,2,2,145.23467938213747,down,False,,0,119,SH603900,莱绅通灵,20250116 +33,7318,True,0.0,0.8061775022068842,0.014309196397265508,0.04134199177775285,0.17495570060013338,2,2,144.23467938213747,down,False,,0,119,SH603900,莱绅通灵,20250117 +33,7321,True,0.0,0.81535089044852,0.014309196397265508,0.04134199177775285,0.16919561300850522,2,2,143.23467938213747,down,False,,0,119,SH603900,莱绅通灵,20250120 +33,7322,True,0.0,0.8090825226349331,0.014309196397265508,0.04134199177775285,0.1633545312793484,2,2,142.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250121 +33,7323,True,0.0,0.8105979401889514,0.014309196397265508,0.04134199177775285,0.15743073499658888,2,2,141.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250122 +33,7324,True,0.0,0.8121093452148664,0.014309196397265508,0.04134199177775285,0.15142245467166698,2,2,140.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250123 +33,7325,True,0.0,0.8136105912994198,0.014309196397265508,0.04134199177775285,0.14532786998131586,2,2,139.23467938213747,down,False,,0,119,SH603900,莱绅通灵,20250124 +33,7328,True,0.0,0.8151756264807213,0.014309196397265508,0.04134199177775285,0.13914510792884974,2,2,138.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250127 +33,7337,True,0.0,0.8167262555629666,0.014309196397265508,0.04134199177775285,0.13287224092506536,2,2,137.23467938213747,down,False,,0,119,SH603900,莱绅通灵,20250205 +33,7338,True,0.0,0.8183146472069766,0.014309196397265508,0.04134199177775285,0.12650728478461967,2,2,136.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250206 +33,7339,True,0.0,0.8405888822017329,0.014309196397265508,0.04134199177775285,0.12004819663351673,2,2,135.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250207 +33,7342,True,0.0,0.8585746153172374,0.014309196397265508,0.04134199177775285,0.11349287272305816,2,2,134.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250210 +33,7386,True,0.5377157370700065,0.0,-0.034870897552203184,-0.005235573516070044,0.06866148484044732,2,2,127.77309008810127,up,False,,0,119,SH603900,莱绅通灵,20250326 +33,7387,True,0.5972712849830704,0.0,-0.034870897552203184,-0.005235573516070044,0.06131498477081654,2,2,126.77309008810128,up,False,,0,119,SH603900,莱绅通灵,20250327 +33,7388,True,0.8596523915219998,0.0,-0.034870897552203184,-0.005235573516070044,0.05385166320837655,2,2,125.77309008810123,up,False,,0,119,SH603900,莱绅通灵,20250328 +33,7391,True,0.8846843695371911,0.0,-0.034870897552203184,-0.005235573516070044,0.04626871133851786,2,2,124.77309008810124,up,False,,0,119,SH603900,莱绅通灵,20250331 +33,7392,True,0.8065674780929099,0.0,-0.034870897552203184,-0.005235573516070044,0.038563229573599395,2,2,123.77309008810124,up,False,,0,119,SH603900,莱绅通灵,20250401 +33,7393,True,0.859288910911216,0.0,-0.034870897552203184,-0.005235573516070044,0.030732223856170016,2,2,122.77309008810126,up,False,,0,119,SH603900,莱绅通灵,20250402 +33,7394,True,0.8501289664349306,0.0,-0.034870897552203184,-0.005235573516070044,0.022772601780039987,2,2,121.77309008810127,up,False,,0,119,SH603900,莱绅通灵,20250403 +33,7398,True,0.6881497035348879,0.0,-0.034870897552203184,-0.005235573516070044,0.014681168518648013,2,2,120.77309008810127,up,False,,0,119,SH603900,莱绅通灵,20250407 +33,7399,True,0.0,0.2633166375186951,-0.034870897552203184,-0.005235573516070044,0.006454622549460989,2,2,119.77309008810128,none,,,0,119,SH603900,莱绅通灵,20250408 +33,7415,True,0.0,0.661725164225945,0.006406686900696256,0.024444762019918215,0.5036783077232642,2,2,239.76385044570804,down,False,,0,119,SH603900,莱绅通灵,20250424 +33,7416,True,0.0,0.6634555566414171,0.006406686900696256,0.024444762019918215,0.5015995940011064,2,2,238.76385044570802,down,False,,0,119,SH603900,莱绅通灵,20250425 +33,7419,True,0.0,0.618262209943895,0.006406686900696256,0.024444762019918215,0.4995033947468271,2,2,237.76385044570802,down,False,,0,119,SH603900,莱绅通灵,20250428 +33,7420,True,0.0,0.6259951879662875,0.006406686900696256,0.024444762019918215,0.4973894884038149,2,2,236.76385044570804,down,False,,0,119,SH603900,莱绅通灵,20250429 +33,7640,True,0.0,0.0,-0.031785532412811096,-0.00837372734429279,0.11493713170814397,2,2,134.45372556377419,none,,,0,119,SH603900,莱绅通灵,20251205 +33,7643,True,0.0,0.0,-0.031785532412811096,-0.00837372734429279,0.10830514849034502,2,2,133.45372556377427,none,,,0,119,SH603900,莱绅通灵,20251208 +33,7644,True,0.0,0.0,-0.031785532412811096,-0.00837372734429279,0.10157302489235401,2,2,132.4537255637742,none,,,0,119,SH603900,莱绅通灵,20251209 +33,7645,True,0.0,0.0,-0.031785532412811096,-0.00837372734429279,0.09473847553854532,2,2,131.4537255637743,none,,,0,119,SH603900,莱绅通灵,20251210 +33,7646,True,0.0,0.0,-0.031785532412811096,-0.00837372734429279,0.08779914497861464,2,2,130.45372556377424,none,,,0,119,SH603900,莱绅通灵,20251211 +33,7647,True,0.0,0.0,-0.031785532412811096,-0.00837372734429279,0.08075260498103032,2,2,129.45372556377419,none,,,0,119,SH603900,莱绅通灵,20251212 +33,7650,True,0.0,0.0,-0.031785532412811096,-0.00837372734429279,0.07359635170005853,2,2,128.45372556377427,none,,,0,119,SH603900,莱绅通灵,20251215 +33,7651,True,0.0,0.2661542412614458,-0.031785532412811096,-0.00837372734429279,0.0663278027094176,2,2,127.45372556377421,none,,,0,119,SH603900,莱绅通灵,20251216 +33,7652,True,0.3209174684371156,0.0,-0.031785532412811096,-0.00837372734429279,0.05894429389520166,2,2,126.4537255637743,none,,,0,119,SH603900,莱绅通灵,20251217 +33,7653,True,0.7232168818375754,0.0,-0.031785532412811096,-0.00837372734429279,0.051443076200184144,2,2,125.45372556377424,up,True,,0,119,SH603900,莱绅通灵,20251218 +33,7654,True,0.7278127573240218,0.0,-0.031785532412811096,-0.00837372734429279,0.04382131221117603,2,2,124.45372556377419,up,True,,0,119,SH603900,莱绅通灵,20251219 +33,7657,True,0.7261152937502208,0.0,-0.031785532412811096,-0.00837372734429279,0.03607607258052015,2,2,123.45372556377427,up,False,,0,119,SH603900,莱绅通灵,20251222 +33,7658,True,0.6257562744962633,0.0,-0.031785532412811096,-0.00837372734429279,0.02820433227223918,2,2,122.45372556377421,up,False,,0,119,SH603900,莱绅通灵,20251223 +33,7659,True,0.6077547770786539,0.0,-0.031785532412811096,-0.00837372734429279,0.020202966622755964,2,2,121.45372556377423,up,False,,0,119,SH603900,莱绅通灵,20251224 +33,7660,True,0.5578882727531043,0.0,-0.031785532412811096,-0.00837372734429279,0.01206874720537024,2,2,120.45372556377426,up,False,,0,119,SH603900,莱绅通灵,20251225 +33,7661,True,0.6052914632364893,0.0,-0.031785532412811096,-0.00837372734429279,0.0037983374870291416,2,2,119.45372556377419,up,False,,0,119,SH603900,莱绅通灵,20251226 +34,7538,True,0.0,0.0,0.018743741432566335,0.056086737585243636,0.36332770534643477,3,2,186.90934252879956,none,,,0,119,SH603990,麦迪科技,20250825 +34,7539,True,0.0,0.0,0.018743741432566335,0.056086737585243636,0.3599030668318053,3,2,185.90934252879953,none,,,0,119,SH603990,麦迪科技,20250826 +34,7540,True,0.0,0.41652219697650206,0.018743741432566335,0.056086737585243636,0.3564413870463802,3,2,184.90934252879953,down,False,,0,119,SH603990,麦迪科技,20250827 +34,7541,True,0.0,0.4796256776908079,0.018743741432566335,0.056086737585243636,0.35294206175868975,3,2,183.90934252879958,down,False,,0,119,SH603990,麦迪科技,20250828 +34,7542,True,0.0,0.5033575396504948,0.018743741432566335,0.056086737585243636,0.34940447352347176,3,2,182.90934252879953,down,False,,0,119,SH603990,麦迪科技,20250829 +34,7545,True,0.0,0.5246155108638983,0.018743741432566335,0.056086737585243636,0.3458279913184771,3,2,181.90934252879953,down,False,,0,119,SH603990,麦迪科技,20250901 +34,7546,True,0.0,0.6386567223982758,0.018743741432566335,0.056086737585243636,0.3422119701692244,3,2,180.90934252879956,down,False,,0,119,SH603990,麦迪科技,20250902 +34,7547,True,0.0,0.6827683484472635,0.018743741432566335,0.056086737585243636,0.33855575076124406,3,2,179.90934252879956,down,False,,0,119,SH603990,麦迪科技,20250903 +34,7548,True,0.0,0.7107218477921081,0.018743741432566335,0.056086737585243636,0.33485865903931616,3,2,178.90934252879953,down,False,,0,119,SH603990,麦迪科技,20250904 +34,7549,True,0.0,0.6530778683508192,0.018743741432566335,0.056086737585243636,0.33112000579319484,3,2,177.90934252879956,down,False,,0,119,SH603990,麦迪科技,20250905 +34,7552,True,0.0,0.5979756696962986,0.018743741432566335,0.056086737585243636,0.32733908622927793,3,2,176.90934252879956,down,False,,0,119,SH603990,麦迪科技,20250908 +35,7197,True,0.21250514280907976,0.0,-0.02159473794465169,-0.010270533541828926,0.1729612688630779,2,3,143.8868525980783,none,,,0,119,SH605138,盛泰集团,20240918 +35,7198,True,0.4422145588105857,0.0,-0.02159473794465169,-0.010270533541828926,0.16717320147899692,2,3,142.8868525980783,up,False,,0,119,SH605138,盛泰集团,20240919 +35,7199,True,0.464531822047283,0.0,-0.02159473794465169,-0.010270533541828926,0.16130354700945881,2,3,141.8868525980783,up,False,,0,119,SH605138,盛泰集团,20240920 +35,7202,True,0.5144148689766537,0.0,-0.02159473794465169,-0.010270533541828926,0.15535056816491674,2,3,140.88685259807835,up,False,,0,119,SH605138,盛泰集团,20240923 +35,7405,True,0.0,0.857862140799361,-0.0006167752737642044,0.019852807952524337,0.007395366561235935,2,2,119.88660539266095,down,True,,0,119,SH605138,盛泰集团,20250414 +35,7534,True,0.0,0.0,0.00346819300890044,0.03219872040634656,0.23074563052131755,2,2,154.69525389975408,none,,,0,119,SH605138,盛泰集团,20250821 +35,7535,True,0.0,0.0,0.00346819300890044,0.03219872040634656,0.22574056790578365,2,2,153.6952538997541,none,,,0,119,SH605138,盛泰集团,20250822 +35,7538,True,0.0,0.0,0.00346819300890044,0.03219872040634656,0.2206699490599451,2,2,152.69525389975414,none,,,0,119,SH605138,盛泰集团,20250825 +35,7539,True,0.0,0.0,0.00346819300890044,0.03219872040634656,0.2155324775115266,2,2,151.6952538997541,none,,,0,119,SH605138,盛泰集团,20250826 +35,7540,True,0.0,0.0,0.00346819300890044,0.03219872040634656,0.21032682237516587,2,2,150.6952538997541,none,,,0,119,SH605138,盛泰集团,20250827 +35,7541,True,0.0,0.0,0.00346819300890044,0.03219872040634656,0.20505161720297194,2,2,149.6952538997541,none,,,0,119,SH605138,盛泰集团,20250828 +35,7542,True,0.2405387199651154,0.0,0.00346819300890044,0.03219872040634656,0.19970545878870974,2,2,148.6952538997541,none,,,0,119,SH605138,盛泰集团,20250829 +35,7545,True,0.6943538934866007,0.0,0.00346819300890044,0.03219872040634656,0.1942869059233995,2,2,147.69525389975414,up,True,,0,119,SH605138,盛泰集团,20250901 +35,7546,True,0.0,0.0,0.00346819300890044,0.03219872040634656,0.1887944781000205,2,2,146.6952538997541,none,,,0,119,SH605138,盛泰集团,20250902 +35,7547,True,0.0,0.0,0.00346819300890044,0.03219872040634656,0.1832266541648762,2,2,145.6952538997541,none,,,0,119,SH605138,盛泰集团,20250903 +35,7548,True,0.0,0.0,0.00346819300890044,0.03219872040634656,0.17758187091302896,2,2,144.69525389975408,none,,,0,119,SH605138,盛泰集团,20250904 +35,7549,True,0.0,0.0,0.00346819300890044,0.03219872040634656,0.17185852162509271,2,2,143.6952538997541,none,,,0,119,SH605138,盛泰集团,20250905 +35,7552,True,0.0,0.0,0.00346819300890044,0.03219872040634656,0.1660549545424994,2,2,142.6952538997541,none,,,0,119,SH605138,盛泰集团,20250908 +36,7188,True,0.0,0.4515466318965302,0.0025841838529609687,0.018848179638684754,0.07665427161827973,2,3,128.87913632151893,down,False,,0,119,SH605368,蓝天燃气,20240909 +36,7189,True,0.0,0.6716755426603153,0.0025841838529609687,0.018848179638684754,0.06943381521747839,2,3,127.87913632151901,down,False,,0,119,SH605368,蓝天燃气,20240910 +36,7190,True,0.0,0.9243820740805614,0.0025841838529609687,0.018848179638684754,0.06209954252488651,2,3,126.87913632151897,down,True,,0,119,SH605368,蓝天燃气,20240911 +36,7477,True,0.0,0.22089303495571805,-0.0018733867824543408,0.0020964837727142083,0.5025466807762885,2,2,239.2184259333168,down,False,,0,119,SH605368,蓝天燃气,20250625 +36,7478,True,0.0,0.26017604067158273,-0.0018733867824543408,0.0020964837727142083,0.5004584572592587,2,2,238.21842593331672,down,False,,0,119,SH605368,蓝天燃气,20250626 +36,7479,True,0.0,0.2850215198915453,-0.0018733867824543408,0.0020964837727142083,0.4983526278289556,2,2,237.21842593331706,down,False,,0,119,SH605368,蓝天燃气,20250627 +36,7482,True,0.0,0.29618564346840026,-0.0018733867824543408,0.0020964837727142083,0.49622896888834145,2,2,236.21842593331695,down,False,,0,119,SH605368,蓝天燃气,20250630 +36,7483,True,0.0,0.27625906640521586,-0.0018733867824543408,0.0020964837727142083,0.49408725303800866,2,2,235.21842593331687,down,False,,0,119,SH605368,蓝天燃气,20250701 +36,7484,True,0.0,0.2421964647119651,-0.0018733867824543408,0.0020964837727142083,0.49192724899500445,2,2,234.21842593331675,down,False,,0,119,SH605368,蓝天燃气,20250702 +36,7485,True,0.0,0.26290109067459777,-0.0018733867824543408,0.0020964837727142083,0.4897487215095729,2,2,233.2184259333171,down,False,,0,119,SH605368,蓝天燃气,20250703 +36,7486,True,0.0,0.2832849599529638,-0.0018733867824543408,0.0020964837727142083,0.4875514312797399,2,2,232.218425933317,down,False,,0,119,SH605368,蓝天燃气,20250704 +36,7489,True,0.0,0.25856123831239763,-0.0018733867824543408,0.0020964837727142083,0.4853351348636917,2,2,231.2184259333169,down,False,,0,119,SH605368,蓝天燃气,20250707 +36,7569,True,0.2587975489446584,0.0,-0.00479353531948874,0.0024173291692750503,0.18422095606375632,3,2,145.87283270456288,up,False,,0,119,SH605368,蓝天燃气,20250925 +36,7570,True,0.3832430351252961,0.0,-0.00479353531948874,0.0024173291692750503,0.1785899552148956,3,2,144.87283270456288,up,False,,0,119,SH605368,蓝天燃气,20250926 +36,7573,True,0.0,0.0,-0.00479353531948874,0.0024173291692750503,0.17288067689358916,3,2,143.87283270456288,none,,,0,119,SH605368,蓝天燃气,20250929 +36,7574,True,0.0,0.0,-0.00479353531948874,0.0024173291692750503,0.16709147745343553,3,2,142.87283270456285,none,,,0,119,SH605368,蓝天燃气,20250930 +36,7583,True,0.0,0.0,-0.00479353531948874,0.0024173291692750503,0.1612206669066339,3,2,141.87283270456285,none,,,0,119,SH605368,蓝天燃气,20251009 +36,7584,True,0.4861364649308598,0.0,-0.00479353531948874,0.0024173291692750503,0.15526650727918853,3,2,140.87283270456285,up,True,,0,119,SH605368,蓝天燃气,20251010 +36,7587,True,0.26669718893307004,0.0,-0.00479353531948874,0.0024173291692750503,0.14922721089555804,3,2,139.87283270456285,none,,,0,119,SH605368,蓝天燃气,20251013 +37,7449,True,0.0,0.0,-0.4532075471698114,0.0483636363636363,0.10716708375388893,2,2,133.2836164915737,none,,,0,119,SH688031,星环科技,20250528 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+46,7510,True,0.8858508353079756,0.0,0.018066494095645792,0.0666853863923705,0.19320491508803664,2,2,147.49718017058217,up,True,,0,119,SH688607,康众医疗,20250728 +46,7511,True,0.8897560987435834,0.0,0.018066494095645792,0.0666853863923705,0.18769767539937804,2,2,146.49718017058217,up,True,,0,119,SH688607,康众医疗,20250729 +46,7512,True,0.8964570464084886,0.0,0.018066494095645792,0.0666853863923705,0.18211473335439657,2,2,145.49718017058217,up,True,,0,119,SH688607,康众医疗,20250730 +46,7513,True,0.8750125877342924,0.0,0.018066494095645792,0.0666853863923705,0.17645451724720257,2,2,144.49718017058217,up,False,,0,119,SH688607,康众医疗,20250731 +46,7514,True,0.8073198057104527,0.0,0.018066494095645792,0.0666853863923705,0.17071541156043038,2,2,143.49718017058217,up,False,,0,119,SH688607,康众医疗,20250801 +46,7517,True,0.8841193521972858,0.0,0.018066494095645792,0.0666853863923705,0.16489575542795903,2,2,142.49718017058214,up,True,,0,119,SH688607,康众医疗,20250804 +46,7518,True,0.8568045272173954,0.0,0.018066494095645792,0.0666853863923705,0.15899384103245526,2,2,141.49718017058223,up,False,,0,119,SH688607,康众医疗,20250805 +46,7519,True,0.8117478642626668,0.0,0.018066494095645792,0.0666853863923705,0.15300791193447277,2,2,140.4971801705822,up,False,,0,119,SH688607,康众医疗,20250806 +46,7520,True,0.8132653011106036,0.0,0.018066494095645792,0.0666853863923705,0.14693616132969473,2,2,139.4971801705822,up,False,,0,119,SH688607,康众医疗,20250807 +46,7521,True,0.8148055032125567,0.0,0.018066494095645792,0.0666853863923705,0.14077673023066745,2,2,138.4971801705822,up,False,,0,119,SH688607,康众医疗,20250808 +46,7524,True,0.8991756267212844,0.0,0.018066494095645792,0.0666853863923705,0.13452770556919147,2,2,137.4971801705822,up,True,,0,119,SH688607,康众医疗,20250811 +46,7525,True,0.837193259857207,0.0,0.018066494095645792,0.0666853863923705,0.12818711821530487,2,2,136.4971801705822,up,False,,0,119,SH688607,康众医疗,20250812 +46,7526,True,0.8195610582560595,0.0,0.018066494095645792,0.0666853863923705,0.12175294090853604,2,2,135.49718017058217,up,False,,0,119,SH688607,康众医疗,20250813 +46,7527,True,0.8211937803172481,0.0,0.018066494095645792,0.0666853863923705,0.11522308609687662,2,2,134.49718017058214,up,False,,0,119,SH688607,康众医疗,20250814 +46,7528,True,0.8228510644489687,0.0,0.018066494095645792,0.0666853863923705,0.10859540367862236,2,2,133.49718017058214,up,False,,0,119,SH688607,康众医疗,20250815 +46,7531,True,0.8817245695244418,0.0,0.018066494095645792,0.0666853863923705,0.10186767864195527,2,2,132.49718017058214,up,False,,0,119,SH688607,康众医疗,20250818 +47,7510,True,0.0,0.21461310676051498,0.04670781962185189,0.10385234110064101,0.18066671369241236,2,2,145.24004088285747,none,,,0,119,SH688679,通源环境,20250728 +47,7511,True,0.0,0.5397801224895753,0.04670781962185189,0.10385234110064101,0.1749863680595862,2,2,144.24004088285747,down,False,,0,119,SH688679,通源环境,20250729 +47,7512,True,0.0,0.6015958906824685,0.04670781962185189,0.10385234110064101,0.16922671016745308,2,2,143.24004088285744,down,False,,0,119,SH688679,通源环境,20250730 +47,7513,True,0.0,0.7892201802711732,0.04670781962185189,0.10385234110064101,0.16338606723262228,2,2,142.24004088285747,down,False,,0,119,SH688679,通源环境,20250731 +47,7514,True,0.0,0.7205297553009387,0.04670781962185189,0.10385234110064101,0.15746271909750523,2,2,141.24004088285747,down,False,,0,119,SH688679,通源环境,20250801 +47,7517,True,0.0,0.7008998315908328,0.04670781962185189,0.10385234110064101,0.15145489654127622,2,2,140.24004088285744,down,False,,0,119,SH688679,通源环境,20250804 +47,7518,True,0.0,0.6932627987217247,0.04670781962185189,0.10385234110064101,0.1453607795180514,2,2,139.24004088285747,down,False,,0,119,SH688679,通源环境,20250805 +47,7519,True,0.0,0.6965686585002303,0.04670781962185189,0.10385234110064101,0.1391784953185974,2,2,138.24004088285747,down,True,,0,119,SH688679,通源环境,20250806 +47,7520,True,0.0,0.4521918203859545,0.04670781962185189,0.10385234110064101,0.13290611665167337,2,2,137.24004088285747,down,True,,0,119,SH688679,通源环境,20250807 +47,7521,True,0.0,0.5311484624366286,0.04670781962185189,0.10385234110064101,0.12654165964087513,2,2,136.24004088285744,down,False,,0,119,SH688679,通源环境,20250808 +47,7524,True,0.45711237380604186,0.0,0.04670781962185189,0.10385234110064101,0.12008308173260865,2,2,135.24004088285747,up,True,,0,119,SH688679,通源环境,20250811 +47,7525,True,0.8972437518020321,0.0,0.04670781962185189,0.10385234110064101,0.11352827951055634,2,2,134.24004088285747,up,True,,0,119,SH688679,通源环境,20250812 +47,7673,True,0.0,0.3011679128872209,0.02740574798184639,0.12806386055549382,0.27677705783520684,2,2,164.54124041447338,down,False,,0,119,SH688679,通源环境,20260107 +47,7674,True,0.0,0.22504481042923488,0.02740574798184639,0.12806386055549382,0.27235479137610524,2,2,163.54124041447338,none,,,0,119,SH688679,通源环境,20260108 +47,7675,True,0.0,0.0,0.02740574798184639,0.12806386055549382,0.26787811083171875,2,2,162.54124041447332,none,,,0,119,SH688679,通源环境,20260109 +47,7678,True,0.7103897568820302,0.0,0.02740574798184639,0.12806386055549382,0.2633460056721334,2,2,161.54124041447338,up,False,,0,119,SH688679,通源环境,20260112 +47,7679,True,0.8664165808861191,0.0,0.02740574798184639,0.08776701353253692,0.512997399884323,2,2,244.3518781454845,up,True,,0,119,SH688679,通源环境,20260113 +47,7680,True,0.8721700026890588,0.0,0.02740574798184639,0.08776701353253692,0.5109961718526062,2,2,243.35187814548448,up,True,,0,119,SH688679,通源环境,20260114 +47,7681,True,0.8114703955578533,0.0,0.02740574798184639,0.08776701353253692,0.5089784287598385,2,2,242.3518781454845,up,True,,0,119,SH688679,通源环境,20260115 +47,7682,True,0.7684512241470856,0.0,0.02740574798184639,0.08776701353253692,0.5069439653240735,2,2,241.3518781454845,up,False,,0,119,SH688679,通源环境,20260116 +47,7685,True,0.761425208377579,0.0,0.02740574798184639,0.08776701353253692,0.504892572847009,2,2,240.35187814548448,up,False,,0,119,SH688679,通源环境,20260119 +47,7686,True,0.7242933464129515,0.0,0.02740574798184639,0.08776701353253692,0.5028240391426192,2,2,239.3518781454845,up,False,,0,119,SH688679,通源环境,20260120 +49,7458,True,0.0,0.0,-0.040028210908461655,-0.00445133493084964,0.22830312522897336,2,2,154.2056264453695,none,,,0,119,SZ000039,中集集团,20250606 +49,7461,True,0.0,0.0,-0.040028210908461655,-0.00445133493084964,0.22326612435194487,2,2,153.2056264453695,none,,,0,119,SZ000039,中集集团,20250609 +49,7462,True,0.0,0.0,-0.040028210908461655,-0.00445133493084964,0.21816293668544395,2,2,152.2056264453695,none,,,0,119,SZ000039,中集集团,20250610 +49,7463,True,0.0,0.0,-0.040028210908461655,-0.00445133493084964,0.2129922490483868,2,2,151.2056264453695,none,,,0,119,SZ000039,中集集团,20250611 +49,7464,True,0.0,0.0,-0.040028210908461655,-0.00445133493084964,0.20775271328946596,2,2,150.2056264453695,none,,,0,119,SZ000039,中集集团,20250612 +49,7465,True,0.0,0.0,-0.040028210908461655,-0.00445133493084964,0.20244294511527042,2,2,149.2056264453695,none,,,0,119,SZ000039,中集集团,20250613 +49,7468,True,0.0,0.0,-0.040028210908461655,-0.00445133493084964,0.19706152287096215,2,2,148.20562644536946,none,,,0,119,SZ000039,中集集团,20250616 +49,7469,True,0.0,0.0,-0.040028210908461655,-0.00445133493084964,0.19160698627125533,2,2,147.20562644536946,none,,,0,119,SZ000039,中集集团,20250617 +49,7470,True,0.0,0.0,-0.040028210908461655,-0.00445133493084964,0.18607783507931536,2,2,146.20562644536946,none,,,0,119,SZ000039,中集集团,20250618 +49,7471,True,0.0,0.0,-0.040028210908461655,-0.00445133493084964,0.18047252773107106,2,2,145.20562644536952,none,,,0,119,SZ000039,中集集团,20250619 +49,7472,True,0.0,0.0,-0.040028210908461655,-0.00445133493084964,0.17478947990228583,2,2,144.20562644536946,none,,,0,119,SZ000039,中集集团,20250620 +49,7475,True,0.48224799946946356,0.0,-0.040028210908461655,-0.00445133493084964,0.16902706301559683,2,2,143.20562644536952,up,True,,0,119,SZ000039,中集集团,20250623 +49,7538,True,0.0,0.0,-0.0006762424653403248,0.012913750561756655,0.20689352609957073,2,2,150.0429058594974,none,,,0,119,SZ000039,中集集团,20250825 +49,7539,True,0.0,0.0,-0.0006762424653403248,0.012913750561756655,0.20157219618234495,2,2,149.04290585949744,none,,,0,119,SZ000039,中集集团,20250826 +49,7540,True,0.0,0.25258633715497875,-0.0006762424653403248,0.012913750561756655,0.19617897724232103,2,2,148.04290585949738,none,,,0,119,SZ000039,中集集团,20250827 +49,7541,True,0.0,0.0,-0.0006762424653403248,0.012913750561756655,0.19071240258467761,2,2,147.04290585949735,none,,,0,119,SZ000039,中集集团,20250828 +49,7542,True,0.0,0.27707271955015067,-0.0006762424653403248,0.012913750561756655,0.18517096534298175,2,2,146.04290585949738,none,,,0,119,SZ000039,中集集团,20250829 +49,7545,True,0.0,0.324480540298793,-0.0006762424653403248,0.012913750561756655,0.17955311709436625,2,2,145.04290585949747,down,False,,0,119,SZ000039,中集集团,20250901 +49,7546,True,0.0,0.5002105136464451,-0.0006762424653403248,0.012913750561756655,0.173857266417027,2,2,144.0429058594974,down,False,,0,119,SZ000039,中集集团,20250902 +49,7547,True,0.0,0.573280394884323,-0.0006762424653403248,0.012913750561756655,0.16808177738722205,2,2,143.04290585949744,down,False,,0,119,SZ000039,中集集团,20250903 +49,7548,True,0.0,0.5763378666798415,-0.0006762424653403248,0.012913750561756655,0.16222496801276698,2,2,142.0429058594974,down,False,,0,119,SZ000039,中集集团,20250904 +49,7549,True,0.0,0.5509354119765753,-0.0006762424653403248,0.012913750561756655,0.15628510859990222,2,2,141.04290585949738,down,False,,0,119,SZ000039,中集集团,20250905 +49,7552,True,0.0,0.5070479398593872,-0.0006762424653403248,0.012913750561756655,0.15026042005019047,2,2,140.0429058594974,down,False,,0,119,SZ000039,中集集团,20250908 +49,7596,True,0.5514243149905171,0.0,-0.011574016752621088,0.0025154427257101115,0.1099938554064991,2,2,133.70694205077842,up,False,,0,119,SZ000039,中集集团,20251022 +49,7597,True,0.6062693816264814,0.0,-0.011574016752621088,0.0025154427257101115,0.10328730237438298,2,2,132.70694205077848,up,False,,0,119,SZ000039,中集集团,20251023 +49,7598,True,0.5580744769346025,0.0,-0.011574016752621088,0.0025154427257101115,0.09647890880254005,2,2,131.70694205077842,up,False,,0,119,SZ000039,中集集团,20251024 +49,7601,True,0.5916099096668388,0.0,-0.011574016752621088,0.0025154427257101115,0.08956633723578689,2,2,130.70694205077848,up,False,,0,119,SZ000039,中集集团,20251027 +49,7602,True,0.5487767134915265,0.0,-0.011574016752621088,0.0025154427257101115,0.08254717813474367,2,2,129.70694205077842,up,False,,0,119,SZ000039,中集集团,20251028 +49,7603,True,0.568229170415528,0.0,-0.011574016752621088,0.0025154427257101115,0.07541894707551068,2,2,128.7069420507785,up,False,,0,119,SZ000039,中集集团,20251029 +49,7604,True,0.6341061048871535,0.0,-0.011574016752621088,0.0025154427257101115,0.06817908181777978,2,2,127.70694205077844,up,False,,0,119,SZ000039,中集集团,20251030 +49,7629,True,0.0,0.0,-0.0008697786125164697,0.005218632157592797,0.4549119274615363,3,2,218.31334420109314,none,,,0,119,SZ000039,中集集团,20251124 +49,7630,True,0.21317715014465569,0.0,-0.0008697786125164697,0.005218632157592797,0.4524036228079846,3,2,217.3133442010931,none,,,0,119,SZ000039,中集集团,20251125 +49,7631,True,0.836381739769802,0.0,-0.0008697786125164697,0.005218632157592797,0.4498721267543574,3,2,216.3133442010932,up,True,,0,119,SZ000039,中集集团,20251126 +49,7632,True,0.6656246336132214,0.0,-0.0008697786125164697,0.005218632157592797,0.4473171161706572,3,2,215.31334420109314,up,True,,0,119,SZ000039,中集集团,20251127 +49,7633,True,0.6352389852196728,0.0,-0.0008697786125164697,0.005218632157592797,0.4447382618959053,3,2,214.3133442010931,up,False,,0,119,SZ000039,中集集团,20251128 +49,7636,True,0.5808722515373561,0.0,-0.0008697786125164697,0.005218632157592797,0.4421352285967762,3,2,213.31334420109317,up,False,,0,119,SZ000039,中集集团,20251201 +49,7637,True,0.5560606515886652,0.0,-0.0008697786125164697,0.005218632157592797,0.43950767462223717,3,2,212.31334420109314,up,False,,0,119,SZ000039,中集集团,20251202 +49,7638,True,0.5679691363042216,0.0,-0.0008697786125164697,0.005218632157592797,0.436855251854064,3,2,211.3133442010931,up,False,,0,119,SZ000039,中集集团,20251203 +49,7639,True,0.6575434502714514,0.0,-0.0008697786125164697,0.005218632157592797,0.4341776055530883,3,2,210.31334420109317,up,False,,0,119,SZ000039,中集集团,20251204 +49,7640,True,0.6348144928501344,0.0,-0.0008697786125164697,0.005218632157592797,0.43147437420103774,3,2,209.31334420109312,up,False,,0,119,SZ000039,中集集团,20251205 +49,7643,True,0.7601584547799044,0.0,-0.0008697786125164697,0.005218632157592797,0.42874518933782435,3,2,208.3133442010931,up,False,,0,119,SZ000039,中集集团,20251208 +49,7644,True,0.7127699116063484,0.0,-0.0008697786125164697,0.005218632157592797,0.42598967539411986,3,2,207.31334420109317,up,False,,0,119,SZ000039,中集集团,20251209 +49,7645,True,0.6912153614230796,0.0,-0.0008697786125164697,0.005218632157592797,0.4232074495190624,3,2,206.31334420109312,up,False,,0,119,SZ000039,中集集团,20251210 +49,7646,True,0.6710261547923583,0.0,-0.0008697786125164697,0.005218632157592797,0.42039812140293165,3,2,205.31334420109306,up,False,,0,119,SZ000039,中集集团,20251211 +49,7647,True,0.7094688197263812,0.0,-0.0008697786125164697,0.005218632157592797,0.4175612930946125,3,2,204.31334420109317,up,False,,0,119,SZ000039,中集集团,20251212 +49,7650,True,0.6567713655159269,0.0,-0.0008697786125164697,0.005218632157592797,0.41469655881367257,3,2,203.31334420109312,up,False,,0,119,SZ000039,中集集团,20251215 +49,7651,True,0.5071090299077565,0.0,-0.0008697786125164697,0.005218632157592797,0.41180350475686955,3,2,202.31334420109306,up,False,,0,119,SZ000039,中集集团,20251216 +49,7652,True,0.52817575127426,0.0,-0.0008697786125164697,0.005218632157592797,0.4088817088988885,3,2,201.31334420109317,up,False,,0,119,SZ000039,中集集团,20251217 +49,7653,True,0.5537413321065761,0.0,-0.0008697786125164697,0.005218632157592797,0.40593074078710994,3,2,200.31334420109312,up,False,,0,119,SZ000039,中集集团,20251218 +49,7654,True,0.7111922955774739,0.0,-0.0008697786125164697,0.005218632157592797,0.4029501613302044,3,2,199.31334420109306,up,False,,0,119,SZ000039,中集集团,20251219 +49,7657,True,0.7191533846075413,0.0,-0.0008697786125164697,0.005218632157592797,0.3999395225803262,3,2,198.31334420109314,up,False,,0,119,SZ000039,中集集团,20251222 +49,7658,True,0.712957890589387,0.0,-0.0008697786125164697,0.005218632157592797,0.3968983675086847,3,2,197.31334420109312,up,False,,0,119,SZ000039,中集集团,20251223 +49,7659,True,0.7373026098136437,0.0,-0.0008697786125164697,0.005218632157592797,0.39382622977426013,3,2,196.3133442010932,up,False,,0,119,SZ000039,中集集团,20251224 +49,7660,True,0.7314630169203393,0.0,-0.0008697786125164697,0.005218632157592797,0.3907226334854082,3,2,195.31334420109314,up,False,,0,119,SZ000039,中集集团,20251225 +49,7661,True,0.7256573668669996,0.0,-0.0008697786125164697,0.005218632157592797,0.38758709295411,3,2,194.3133442010931,up,False,,0,119,SZ000039,中集集团,20251226 +49,7664,True,0.7213797176462082,0.0,-0.0008697786125164697,0.005218632157592797,0.3844191124425895,3,2,193.31334420109306,up,False,,0,119,SZ000039,中集集团,20251229 +49,7665,True,0.8772387784999676,0.0,-0.0008697786125164697,0.005218632157592797,0.38121818590202833,3,2,192.31334420109314,up,True,,0,119,SZ000039,中集集团,20251230 +49,7666,True,0.7519689972898072,0.0,-0.0008697786125164697,0.005218632157592797,0.37798379670308363,3,2,191.3133442010931,up,False,,0,119,SZ000039,中集集团,20251231 +50,7188,True,0.0,0.0,-0.024119770736697507,-0.007667955503599254,0.2877284767602978,2,2,167.07111841105115,none,,,0,119,SZ000411,英特集团,20240909 +50,7189,True,0.0,0.0,-0.024119770736697507,-0.007667955503599254,0.28343952194350214,2,2,166.07111841105112,none,,,0,119,SZ000411,英特集团,20240910 +50,7190,True,0.0,0.0,-0.024119770736697507,-0.007667955503599254,0.2790986021935547,2,2,165.07111841105117,none,,,0,119,SZ000411,英特集团,20240911 +50,7191,True,0.0,0.0,-0.024119770736697507,-0.007667955503599254,0.2747047673444475,2,2,164.07111841105115,none,,,0,119,SZ000411,英特集团,20240912 +50,7192,True,0.0,0.0,-0.024119770736697507,-0.007667955503599254,0.2702570439233862,2,2,163.07111841105123,none,,,0,119,SZ000411,英特集团,20240913 +50,7197,True,0.0,0.0,-0.024119770736697507,-0.00546736588331906,0.2130081006703004,2,2,151.20867203506822,none,,,0,119,SZ000411,英特集团,20240918 +50,7198,True,0.0,0.0,-0.024119770736697507,-0.00546736588331906,0.20776877667743435,2,2,150.2086720350681,none,,,0,119,SZ000411,英特集团,20240919 +50,7199,True,0.0,0.0,-0.024119770736697507,-0.00546736588331906,0.20245922454137413,2,2,149.2086720350682,none,,,0,119,SZ000411,英特集团,20240920 +50,7202,True,0.0,0.0,-0.024119770736697507,-0.00546736588331906,0.1970780227229682,2,2,148.20867203506816,none,,,0,119,SZ000411,英特集团,20240923 +50,7203,True,0.4031582570240964,0.0,-0.024119770736697507,-0.00546736588331906,0.19162371105656262,2,2,147.20867203506816,up,True,,0,119,SZ000411,英特集团,20240924 +50,7204,True,0.6022864766782694,0.0,-0.024119770736697507,-0.00546736588331906,0.18609478942905777,2,2,146.20867203506813,up,True,,0,119,SZ000411,英特集团,20240925 +50,7205,True,0.6759832422452775,0.0,-0.024119770736697507,-0.00546736588331906,0.18048971640439493,2,2,145.20867203506822,up,False,,0,119,SZ000411,英特集团,20240926 +50,7206,True,0.8774383147251553,0.0,-0.024119770736697507,-0.00546736588331906,0.17480690779080246,2,2,144.20867203506822,up,True,,0,119,SZ000411,英特集团,20240927 +50,7209,True,0.951447496062123,0.0,-0.024119770736697507,-0.00546736588331906,0.16904473514802204,2,2,143.2086720350681,up,True,,0,119,SZ000411,英特集团,20240930 +50,7217,True,0.9579469747504616,0.0,-0.024119770736697507,-0.00546736588331906,0.16320152423155276,2,2,142.2086720350682,up,True,,0,119,SZ000411,英特集团,20241008 +50,7218,True,0.9357687694732019,0.0,-0.024119770736697507,-0.00546736588331906,0.1572755533707784,2,2,141.20867203506816,up,True,,0,119,SZ000411,英特集团,20241009 +50,7219,True,0.8748580749451457,0.0,-0.024119770736697507,-0.00546736588331906,0.15126505177770733,2,2,140.20867203506825,up,True,,0,119,SZ000411,英特集团,20241010 +50,7220,True,0.7825578749538162,0.0,-0.024119770736697507,-0.00546736588331906,0.14516819778280332,2,2,139.20867203506813,up,False,,0,119,SZ000411,英特集团,20241011 +50,7223,True,0.7897623393401391,0.0,-0.024119770736697507,-0.00546736588331906,0.1389831169942387,2,2,138.20867203506822,up,False,,0,119,SZ000411,英特集团,20241014 +50,7224,True,0.7778160960604508,0.0,-0.024119770736697507,-0.00546736588331906,0.13270788037664566,2,2,137.20867203506822,up,False,,0,119,SZ000411,英特集团,20241015 +50,7225,True,0.7861551164443861,0.0,-0.024119770736697507,-0.00546736588331906,0.1263405022452439,2,2,136.2086720350682,up,False,,0,119,SZ000411,英特集团,20241016 +50,7226,True,0.7924008976856304,0.0,-0.024119770736697507,-0.00546736588331906,0.11987893817094941,2,2,135.2086720350682,up,False,,0,119,SZ000411,英特集团,20241017 +50,7227,True,0.8379048880171367,0.0,-0.024119770736697507,-0.00546736588331906,0.11332108279183434,2,2,134.20867203506816,up,False,,0,119,SZ000411,英特集团,20241018 +50,7230,True,0.8120839714757623,0.0,-0.024119770736697507,-0.00546736588331906,0.10666476752600337,2,2,133.20867203506825,up,False,,0,119,SZ000411,英特集团,20241021 +50,7231,True,0.8166052276064302,0.0,-0.024119770736697507,-0.00546736588331906,0.09990775818067804,2,2,132.20867203506822,up,False,,0,119,SZ000411,英特集团,20241022 +50,7232,True,0.8182794061857889,0.0,-0.024119770736697507,-0.00546736588331906,0.09304775245195031,2,2,131.20867203506813,up,False,,0,119,SZ000411,英特集团,20241023 +50,7233,True,0.8418553733603729,0.0,-0.024119770736697507,-0.00546736588331906,0.08608237730931992,2,2,130.2086720350682,up,False,,0,119,SZ000411,英特集团,20241024 +50,7421,True,0.0,0.0,-0.016239829508707615,-0.006858408003892339,0.5605741404755293,2,2,270.80791314552374,none,,,0,119,SZ000411,英特集团,20250430 +50,7427,True,0.0,0.0,-0.016239829508707615,-0.006858408003892339,0.5589454786086424,2,2,269.8079131455238,none,,,0,119,SZ000411,英特集团,20250506 +50,7428,True,0.0,0.0,-0.016239829508707615,-0.006858408003892339,0.5573046990786417,2,2,268.8079131455237,none,,,0,119,SZ000411,英特集团,20250507 +50,7429,True,0.0,0.0,-0.016239829508707615,-0.006858408003892339,0.5556516661427524,2,2,267.8079131455238,none,,,0,119,SZ000411,英特集团,20250508 +50,7430,True,0.0,0.0,-0.016239829508707615,-0.006858408003892339,0.5539862420231352,2,2,266.8079131455237,none,,,0,119,SZ000411,英特集团,20250509 +50,7433,True,0.1416859329911189,0.0,-0.016239829508707615,-0.006858408003892339,0.5523082868686073,2,2,265.8079131455238,none,,,0,119,SZ000411,英特集团,20250512 +50,7434,True,0.1486388164724225,0.0,-0.016239829508707615,-0.006858408003892339,0.5506176587154927,2,2,264.80791314552386,none,,,0,119,SZ000411,英特集团,20250513 +50,7435,True,0.12970505851789327,0.0,-0.016239829508707615,-0.006858408003892339,0.5489142134475842,2,2,263.80791314552374,none,,,0,119,SZ000411,英特集团,20250514 +50,7436,True,0.1962263604732813,0.0,-0.016239829508707615,-0.006858408003892339,0.5471978047551922,2,2,262.80791314552386,up,False,,0,119,SZ000411,英特集团,20250515 +50,7437,True,0.37085471055147906,0.0,-0.016239829508707615,-0.006858408003892339,0.5454682840932512,2,2,261.80791314552374,up,False,,0,119,SZ000411,英特集团,20250516 +50,7440,True,0.34886592389119386,0.0,-0.016239829508707615,-0.006858408003892339,0.5437255006384674,2,2,260.80791314552386,up,False,,0,119,SZ000411,英特集团,20250519 +50,7496,True,0.42793762076414354,0.0,0.0002473446481733469,0.022251184822154386,0.1383540667965445,2,2,138.10777189834567,up,False,,0,119,SZ000411,英特集团,20250714 +50,7497,True,0.28902935378126293,0.0,0.0002473446481733469,0.022251184822154386,0.13206962411854478,2,2,137.10777189834573,up,False,,0,119,SZ000411,英特集团,20250715 +50,7498,True,0.5976631136976113,0.0,0.0002473446481733469,0.022251184822154386,0.12569283634385614,2,2,136.1077718983457,up,True,,0,119,SZ000411,英特集团,20250716 +50,7499,True,0.535629615855586,0.0,0.0002473446481733469,0.022251184822154386,0.11922165299613577,2,2,135.1077718983457,up,False,,0,119,SZ000411,英特集团,20250717 +50,7500,True,0.5447264255100757,0.0,0.0002473446481733469,0.022251184822154386,0.11265396243997974,2,2,134.10777189834567,up,False,,0,119,SZ000411,英特集团,20250718 +50,7503,True,0.5572068294704956,0.0,0.0002473446481733469,0.022251184822154386,0.10598758958357256,2,2,133.10777189834567,up,False,,0,119,SZ000411,英特集团,20250721 +50,7504,True,0.4987757060744744,0.0,0.0002473446481733469,0.022251184822154386,0.09922029347699446,2,2,132.10777189834573,up,False,,0,119,SZ000411,英特集团,20250722 +50,7505,True,0.43505917344412814,0.0,0.0002473446481733469,0.022251184822154386,0.09234976480062086,2,2,131.1077718983457,up,False,,0,119,SZ000411,英特集团,20250723 +50,7506,True,0.4850258889980852,0.0,0.0002473446481733469,0.022251184822154386,0.08537362323769743,2,2,130.1077718983457,up,False,,0,119,SZ000411,英特集团,20250724 +50,7507,True,0.513770608663008,0.0,0.0002473446481733469,0.022251184822154386,0.0782894147248089,2,2,129.10777189834567,up,False,,0,119,SZ000411,英特集团,20250725 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+50,7518,True,0.6082706602593134,0.0,0.0002473446481733469,0.022251184822154386,0.02545105729169188,2,2,122.10777189834566,up,False,,0,119,SZ000411,英特集团,20250805 +50,7519,True,0.5355590036092471,0.0,0.0002473446481733469,0.022251184822154386,0.017404101035851695,2,2,121.10777189834572,up,False,,0,119,SZ000411,英特集团,20250806 +50,7520,True,0.47521631518109614,0.0,0.0002473446481733469,0.022251184822154386,0.009223149183745009,2,2,120.10777189834569,up,False,,0,119,SZ000411,英特集团,20250807 +50,7521,True,0.6242392583691806,0.0,0.0002473446481733469,0.022251184822154386,0.00090482675167165,2,2,119.10777189834566,up,False,,0,119,SZ000411,英特集团,20250808 +52,7188,True,0.0,0.0,-0.007473133682868749,-0.001766760735892533,0.5671091263705155,2,3,274.89607023190183,none,,,0,119,SZ000593,德龙汇能,20240909 +52,7192,True,0.0,0.0,-0.013156023027493958,-0.0014806518594744557,0.1847822769992794,2,4,145.97327393959864,none,,,0,119,SZ000593,德龙汇能,20240913 +52,7197,True,0.0,0.0,-0.013156023027493958,-0.0014806518594744557,0.17915904934601953,2,4,144.97327393959858,none,,,0,119,SZ000593,德龙汇能,20240918 +52,7198,True,0.0,0.0,-0.013156023027493958,-0.0006879710634254108,0.1578484966985635,2,3,141.3047409325892,none,,,0,119,SZ000593,德龙汇能,20240919 +52,7199,True,0.0,0.0,-0.013156023027493958,-0.0006879710634254108,0.15184619415551492,2,3,140.30474093258917,none,,,0,119,SZ000593,德龙汇能,20240920 +52,7202,True,0.0,0.0,-0.013156023027493958,-0.0006879710634254108,0.14575771647581465,2,3,139.30474093258914,none,,,0,119,SZ000593,德龙汇能,20240923 +52,7203,True,0.4498983381036195,0.0,-0.013156023027493958,-0.0006879710634254108,0.1395811944147194,2,3,138.30474093258914,up,False,,0,119,SZ000593,德龙汇能,20240924 +52,7204,True,0.5834873491883855,0.0,-0.013156023027493958,-0.0006879710634254108,0.1333147042721273,2,3,137.3047409325892,up,False,,0,119,SZ000593,德龙汇能,20240925 +52,7205,True,0.6439543846736333,0.0,-0.013156023027493958,-0.0006879710634254108,0.12695626589501674,2,3,136.30474093258917,up,False,,0,119,SZ000593,德龙汇能,20240926 +52,7206,True,0.8952986316698764,0.0,-0.013156023027493958,-0.0006879710634254108,0.12050384059130945,2,3,135.30474093258917,up,True,,0,119,SZ000593,德龙汇能,20240927 +52,7209,True,0.968042406836314,0.0,-0.013156023027493958,-0.0006879710634254108,0.11395532895053166,2,3,134.30474093258914,up,True,,0,119,SZ000593,德龙汇能,20240930 +52,7217,True,0.9726510644546486,0.0,-0.013156023027493958,-0.0006879710634254108,0.10730856856638639,2,3,133.30474093258914,up,True,,0,119,SZ000593,德龙汇能,20241008 +52,7218,True,0.9513243496008275,0.0,-0.013156023027493958,-0.0006879710634254108,0.10056133165604467,2,3,132.30474093258917,up,True,,0,119,SZ000593,德龙汇能,20241009 +52,7219,True,0.9544927756193041,0.0,-0.013156023027493958,-0.0006879710634254108,0.0937113225706474,2,3,131.30474093258917,up,True,,0,119,SZ000593,德龙汇能,20241010 +52,7220,True,0.8527549781754673,0.0,-0.013156023027493958,-0.0006879710634254108,0.08675617519118134,2,3,130.30474093258923,up,False,,0,119,SZ000593,德龙汇能,20241011 +52,7223,True,0.8268172276025206,0.0,-0.013156023027493958,-0.0006879710634254108,0.07969345020351103,2,3,129.3047409325892,up,False,,0,119,SZ000593,德龙汇能,20241014 +52,7224,True,0.8295721775734396,0.0,-0.013156023027493958,-0.0006879710634254108,0.07252063224598887,2,3,128.3047409325892,up,False,,0,119,SZ000593,德龙汇能,20241015 +52,7225,True,0.9616728214576555,0.0,-0.013156023027493958,-0.0016395151117271768,0.11485907020614691,2,4,134.4418679494516,up,True,,0,119,SZ000593,德龙汇能,20241016 +54,7188,True,0.0,0.3175231781319933,-0.014366974855697785,-0.004208956637406208,0.35169222569987835,2,3,183.55479406130198,none,,,0,119,SZ000722,湖南发展,20240909 +54,7189,True,0.0,0.32629240244363983,-0.014366974855697785,-0.004208956637406208,0.3481409205827828,2,3,182.5547940613018,down,True,,0,119,SZ000722,湖南发展,20240910 +54,7192,True,0.890727542156487,0.0,-0.05841486378628207,-0.02800029801396644,0.10274599345840292,2,3,132.62688060728445,up,True,,0,119,SZ000722,湖南发展,20240913 +54,7197,True,0.7279145812630694,0.0,-0.05841486378628207,-0.02800029801396644,0.09592934626292184,2,3,131.62688060728448,up,False,,0,119,SZ000722,湖南发展,20240918 +54,7198,True,0.9522905482284187,0.0,-0.05841486378628207,-0.02800029801396644,0.08900833085220332,2,3,130.62688060728445,up,True,,0,119,SZ000722,湖南发展,20240919 +54,7199,True,0.9328684782594914,0.0,-0.05841486378628207,-0.02800029801396644,0.08198053179632887,2,3,129.62688060728442,up,True,,0,119,SZ000722,湖南发展,20240920 +54,7202,True,0.8486570704685311,0.0,-0.05841486378628207,-0.02800029801396644,0.07484345855106778,2,3,128.62688060728445,up,False,,0,119,SZ000722,湖南发展,20240923 +54,7203,True,0.9033714965298528,0.0,-0.05841486378628207,-0.02800029801396644,0.06759454251514489,2,3,127.62688060728442,up,True,,0,119,SZ000722,湖南发展,20240924 +54,7204,True,0.9841639341091363,0.0,-0.05841486378628207,-0.02800029801396644,0.060231133948076485,2,3,126.62688060728445,up,True,,0,119,SZ000722,湖南发展,20240925 +54,7205,True,0.9860467181804183,0.0,-0.05841486378628207,-0.02800029801396644,0.0527504987407938,2,3,125.62688060728442,up,True,,0,119,SZ000722,湖南发展,20240926 +54,7206,True,0.9884891319966346,0.0,-0.05841486378628207,-0.02800029801396644,0.04514981503079961,2,3,124.62688060728445,up,True,,0,119,SZ000722,湖南发展,20240927 +54,7209,True,0.9906365318645783,0.0,-0.05841486378628207,-0.02800029801396644,0.03742616965304097,2,3,123.62688060728448,up,True,,0,119,SZ000722,湖南发展,20240930 +54,7217,True,0.9926041861832436,0.0,-0.05841486378628207,-0.02800029801396644,0.029576554417131546,2,3,122.62688060728445,up,True,,0,119,SZ000722,湖南发展,20241008 +54,7218,True,0.9009421527394752,0.0,-0.05841486378628207,-0.02800029801396644,0.0215978622009244,2,3,121.62688060728442,up,False,,0,119,SZ000722,湖南发展,20241009 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+54,7617,True,0.306583442804883,0.0,-0.01317631827964817,0.0009459665889702488,0.439338597895311,2,4,212.24931759753952,up,False,,0,119,SZ000722,湖南发展,20251112 +54,7618,True,0.3467603139935165,0.0,-0.01317631827964817,0.0009459665889702488,0.43668457085048573,2,4,211.24931759753943,up,False,,0,119,SZ000722,湖南发展,20251113 +54,7619,True,0.4491328253332466,0.0,-0.01317631827964817,0.0009459665889702488,0.43400529733090265,2,4,210.24931759753946,up,False,,0,119,SZ000722,湖南发展,20251114 +54,7622,True,0.519777317526819,0.0,-0.01317631827964817,0.0009459665889702488,0.4313004153787537,2,4,209.2493175975395,up,False,,0,119,SZ000722,湖南发展,20251117 +54,7623,True,0.34914606937881654,0.0,-0.01317631827964817,0.0009459665889702488,0.42856955608383696,2,4,208.2493175975394,up,False,,0,119,SZ000722,湖南发展,20251118 +54,7624,True,0.0,0.0,-0.01317631827964817,0.0009459665889702488,0.42581234341582835,2,4,207.24931759753954,none,,,0,119,SZ000722,湖南发展,20251119 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+57,7203,True,0.2816121760142394,0.0,-0.004573637250889362,0.014976973109286012,0.020035961300452914,2,2,121.43302743835166,none,,,0,119,SZ000931,中关村,20240924 +57,7204,True,0.43896825530533107,0.0,-0.004573637250889362,0.014976973109286012,0.011898957194987415,2,2,120.43302743835167,up,False,,0,119,SZ000931,中关村,20240925 +57,7205,True,0.5667961261919409,0.0,-0.004573637250889362,0.014976973109286012,0.003625692554559119,2,2,119.43302743835167,up,False,,0,119,SZ000931,中关村,20240926 +57,7273,True,0.0,0.0,0.0043885110459045504,0.014976973109286012,0.36965684996481984,2,3,188.78606040750742,none,,,0,119,SZ000931,中关村,20241203 +57,7274,True,0.0,0.0,0.0043885110459045504,0.014976973109286012,0.36630014101279584,2,3,187.78606040750745,none,,,0,119,SZ000931,中关村,20241204 +57,7275,True,0.0,0.0,0.0043885110459045504,0.014976973109286012,0.36290749031067915,2,3,186.78606040750748,none,,,0,119,SZ000931,中关村,20241205 +57,7276,True,0.0,0.0,0.0043885110459045504,0.014976973109286012,0.3594783174852696,2,3,185.78606040750742,none,,,0,119,SZ000931,中关村,20241206 +57,7279,True,0.0,0.0,0.0043885110459045504,0.014976973109286012,0.35601202960022993,2,3,184.78606040750745,none,,,0,119,SZ000931,中关村,20241209 +57,7280,True,0.0,0.0,0.0043885110459045504,0.014976973109286012,0.3525080208142977,2,3,183.78606040750745,none,,,0,119,SZ000931,中关村,20241210 +57,7281,True,0.0,0.0,0.0043885110459045504,0.014976973109286012,0.3489656720282787,2,3,182.78606040750748,none,,,0,119,SZ000931,中关村,20241211 +57,7421,True,0.7097461872851236,0.0,-0.017546760015859034,-0.005257654163693233,0.24584826940789367,3,2,157.79318030148872,up,False,,0,119,SZ000931,中关村,20250430 +57,7427,True,0.7672840347829488,0.0,-0.017546760015859034,-0.005257654163693233,0.241038419074212,3,2,156.7931803014887,up,False,,0,119,SZ000931,中关村,20250506 +57,7428,True,0.7770312029090254,0.0,-0.017546760015859034,-0.005257654163693233,0.23616682213102685,3,2,155.79318030148872,up,False,,0,119,SZ000931,中关村,20250507 +57,7429,True,0.7847180334305139,0.0,-0.017546760015859034,-0.005257654163693233,0.23123228188589887,3,2,154.79318030148863,up,False,,0,119,SZ000931,中关村,20250508 +57,7430,True,0.7854743352979118,0.0,-0.017546760015859034,-0.005257654163693233,0.2262335705216697,3,2,153.79318030148866,up,False,,0,119,SZ000931,中关村,20250509 +57,7433,True,0.786210155456597,0.0,-0.017546760015859034,-0.005257654163693233,0.22116942807793255,3,2,152.79318030148863,up,False,,0,119,SZ000931,中关村,20250512 +57,7493,True,0.0,0.0,0.005590240467771802,0.020358453211586986,0.1946580036550065,3,2,147.763311164792,none,,,0,119,SZ000931,中关村,20250711 +57,7496,True,0.0,0.0,0.005590240467771802,0.020358453211586986,0.18917065133273175,3,2,146.76331116479207,none,,,0,119,SZ000931,中关村,20250714 +57,7497,True,0.0,0.0,0.005590240467771802,0.020358453211586986,0.18360800774163902,3,2,145.76331116479204,none,,,0,119,SZ000931,中关村,20250715 +57,7498,True,0.0,0.0,0.005590240467771802,0.020358453211586986,0.17796851258440968,3,2,144.76331116479204,none,,,0,119,SZ000931,中关村,20250716 +57,7499,True,0.0,0.0,0.005590240467771802,0.020358453211586986,0.17225056215077406,3,2,143.76331116479204,none,,,0,119,SZ000931,中关村,20250717 +57,7500,True,0.0,0.0,0.005590240467771802,0.020358453211586986,0.16645250779706286,3,2,142.76331116479201,none,,,0,119,SZ000931,中关村,20250718 +57,7503,True,0.3753695567279278,0.0,0.005590240467771802,0.020358453211586986,0.16057265436140203,3,2,141.763311164792,up,True,,0,119,SZ000931,中关村,20250721 +57,7504,True,0.0,0.0,0.005590240467771802,0.020358453211586986,0.15460925851135765,3,2,140.763311164792,none,,,0,119,SZ000931,中关村,20250722 +57,7505,True,0.0,0.0,0.005590240467771802,0.020358453211586986,0.14856052702064593,3,2,139.76331116479207,none,,,0,119,SZ000931,中关村,20250723 +57,7506,True,0.0,0.0,0.005590240467771802,0.020358453211586986,0.14242461497132747,3,2,138.76331116479204,none,,,0,119,SZ000931,中关村,20250724 +57,7507,True,0.0,0.0,0.005590240467771802,0.020358453211586986,0.13619962387770596,3,2,137.76331116479204,none,,,0,119,SZ000931,中关村,20250725 +57,7510,True,0.0,0.0,0.005590240467771802,0.020358453211586986,0.12988359972791413,3,2,136.76331116479204,none,,,0,119,SZ000931,中关村,20250728 +57,7511,True,0.0,0.0,0.011464956795288753,0.020358453211586986,0.3815463746001069,2,2,192.4153972305593,none,,,0,119,SZ000931,中关村,20250729 +57,7512,True,0.0,0.0,0.011464956795288753,0.020358453211586986,0.37831542435081755,2,2,191.4153972305594,none,,,0,119,SZ000931,中关村,20250730 +57,7513,True,0.0,0.0,0.011464956795288753,0.020358453211586986,0.37505053829280416,2,2,190.41539723055936,none,,,0,119,SZ000931,中关村,20250731 +57,7514,True,0.0,0.0,0.011464956795288753,0.020358453211586986,0.37175117894375115,2,2,189.4153972305593,none,,,0,119,SZ000931,中关村,20250801 +57,7517,True,0.0,0.0,0.011464956795288753,0.020358453211586986,0.36841679741076255,2,2,188.41539723055925,none,,,0,119,SZ000931,中关村,20250804 +57,7518,True,0.0,0.0,0.011464956795288753,0.020358453211586986,0.3650468330859416,2,2,187.41539723055934,none,,,0,119,SZ000931,中关村,20250805 +57,7519,True,0.0,0.0,0.011464956795288753,0.020358453211586986,0.3616407133321704,2,2,186.41539723055934,none,,,0,119,SZ000931,中关村,20250806 +57,7520,True,0.0,0.2090117201017044,0.011464956795288753,0.020358453211586986,0.3581978531587292,2,2,185.41539723055928,down,False,,0,119,SZ000931,中关村,20250807 +57,7521,True,0.0,0.27284387586575426,0.011464956795288753,0.020358453211586986,0.3547176548863536,2,2,184.41539723055936,down,False,,0,119,SZ000931,中关村,20250808 +57,7524,True,0.0,0.0,0.008706357047331205,0.020358453211586986,0.2050713387815979,3,2,149.6989677257409,none,,,0,119,SZ000931,中关村,20250811 +57,7525,True,0.0,0.34270409098728427,0.008706357047331205,0.020358453211586986,0.19972544651767465,3,2,148.6989677257409,down,False,,0,119,SZ000931,中关村,20250812 +57,7526,True,0.0,0.3736487472959789,0.008706357047331205,0.020358453211586986,0.194307165226987,3,2,147.69896772574094,down,False,,0,119,SZ000931,中关村,20250813 +57,7527,True,0.0,0.5499097089712623,0.008706357047331205,0.020358453211586986,0.18881501455092162,3,2,146.69896772574094,down,False,,0,119,SZ000931,中关村,20250814 +57,7528,True,0.0,0.5404845764148641,0.008706357047331205,0.020358453211586986,0.18324747348929857,3,2,145.69896772574089,down,False,,0,119,SZ000931,中关村,20250815 +57,7531,True,0.0,0.5911030494075717,0.008706357047331205,0.020358453211586986,0.17760297899602226,3,2,144.69896772574089,down,False,,0,119,SZ000931,中关村,20250818 +57,7532,True,0.0,0.5209555736564246,0.008706357047331205,0.020358453211586986,0.17187992451609313,3,2,143.6989677257409,down,False,,0,119,SZ000931,中关村,20250819 +57,7533,True,0.0,0.6065021455995686,0.008706357047331205,0.020358453211586986,0.16607665846111058,3,2,142.69896772574094,down,False,,0,119,SZ000931,中关村,20250820 +57,7534,True,0.0,0.5849737106507197,0.008706357047331205,0.020358453211586986,0.16019148262021835,2,2,141.6989677257409,down,False,,0,119,SZ000931,中关村,20250821 +57,7535,True,0.0,0.667869861055014,0.008706357047331205,0.020358453211586986,0.15422265050329248,2,2,140.69896772574094,down,False,,0,119,SZ000931,中关村,20250822 +57,7538,True,0.0,0.602834801351853,0.008706357047331205,0.020358453211586986,0.14816836561296157,2,2,139.69896772574086,down,True,,0,119,SZ000931,中关村,20250825 +57,7539,True,0.0,0.5553641810560561,0.008706357047331205,0.020358453211586986,0.14202677964188615,2,2,138.69896772574089,down,False,,0,119,SZ000931,中关村,20250826 +57,7540,True,0.0,0.7132120650005771,0.008706357047331205,0.020358453211586986,0.13579599059147748,2,2,137.69896772574089,down,False,,0,119,SZ000931,中关村,20250827 +57,7541,True,0.0,0.7683262549434066,0.008706357047331205,0.020358453211586986,0.1294740408080498,2,2,136.6989677257409,down,False,,0,119,SZ000931,中关村,20250828 +57,7542,True,0.0,0.7813893039459885,0.008706357047331205,0.020358453211586986,0.12305891493213826,2,2,135.69896772574094,down,False,,0,119,SZ000931,中关村,20250829 +57,7545,True,0.0,0.7625802010201393,0.008706357047331205,0.020358453211586986,0.11654853775646903,2,2,134.69896772574094,down,False,,0,119,SZ000931,中关村,20250901 +57,7546,True,0.0,0.7824561752226488,0.008706357047331205,0.020358453211586986,0.1099407719878075,2,2,133.69896772574089,down,False,,0,119,SZ000931,中关村,20250902 +57,7547,True,0.0,0.799262592879544,0.008706357047331205,0.020358453211586986,0.10323341590760228,2,2,132.6989677257409,down,False,,0,119,SZ000931,中关村,20250903 +57,7548,True,0.0,0.8046580363737929,0.008706357047331205,0.020358453211586986,0.09642420092605515,2,2,131.6989677257409,down,False,,0,119,SZ000931,中关村,20250904 +57,7549,True,0.0,0.7920502759322072,0.008706357047331205,0.020358453211586986,0.08951078902390439,2,2,130.69896772574094,down,False,,0,119,SZ000931,中关村,20250905 +57,7552,True,0.0,0.7731968951819481,0.008706357047331205,0.020358453211586986,0.08249077007586304,2,2,129.6989677257409,down,False,,0,119,SZ000931,中关村,20250908 +57,7601,True,0.0,0.0,-0.007947513747550037,-0.00024240965961989418,0.3398260746560927,2,2,180.25552878055402,none,,,0,119,SZ000931,中关村,20251027 +57,7602,True,0.17645917440122744,0.0,-0.007947513747550037,-0.00024240965961989418,0.33614320958724414,2,2,179.25552878055404,none,,,0,119,SZ000931,中关村,20251028 +57,7603,True,0.0,0.0,-0.007947513747550037,-0.00024240965961989418,0.33241902333083917,2,2,178.25552878055407,none,,,0,119,SZ000931,中关村,20251029 +57,7604,True,0.0,0.0,-0.007947513747550037,-0.00024240965961989418,0.32865281653739303,2,2,177.255528780554,none,,,0,119,SZ000931,中关村,20251030 +57,7605,True,0.0,0.0,-0.007947513747550037,-0.00024240965961989418,0.32484387398615855,2,2,176.25552878055402,none,,,0,119,SZ000931,中关村,20251031 +57,7608,True,0.0,0.0,-0.007947513747550037,-0.00024240965961989418,0.3209914641323204,2,2,175.25552878055404,none,,,0,119,SZ000931,中关村,20251103 +57,7609,True,0.0,0.0,-0.007947513747550037,-0.00024240965961989418,0.31709483863860216,2,2,174.25552878055407,none,,,0,119,SZ000931,中关村,20251104 +57,7610,True,0.2129464830933849,0.0,-0.007947513747550037,-0.00024240965961989418,0.3131532318906504,2,2,173.2555287805541,none,,,0,119,SZ000931,中关村,20251105 +57,7611,True,0.21073787862607352,0.0,-0.007947513747550037,-0.00024240965961989418,0.3091658604955388,2,2,172.25552878055402,none,,,0,119,SZ000931,中关村,20251106 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+80,7527,True,0.7536279038895819,0.0,-0.04973331428362465,0.10484201196377706,0.0045356243455657586,2,3,119.54219850586568,up,True,,0,119,SZ003019,宸展光电,20250814 +80,7533,True,0.6100329225987664,0.0,0.06600197226358948,0.10484201196377706,0.4553047997206457,2,3,218.47080704762814,up,True,,0,119,SZ003019,宸展光电,20250820 +80,7534,True,0.7474508446149634,0.0,0.06600197226358948,0.10484201196377706,0.4528001177926466,2,3,217.47080704762809,up,True,,0,119,SZ003019,宸展光电,20250821 +80,7535,True,0.8768749494766591,0.0,0.06600197226358948,0.10484201196377706,0.45027229480500996,2,3,216.47080704762809,up,True,,0,119,SZ003019,宸展光电,20250822 +81,7660,True,0.7760351359002136,0.0,-0.015569340047548483,-0.010000805645594876,0.14966275719412026,2,2,139.9444761555223,up,False,,0,119,SZ300027,华谊兄弟,20251225 +81,7661,True,0.7899942261475232,0.0,-0.015569340047548483,-0.010000805645594876,0.14354277843473326,2,2,138.94447615552224,up,False,,0,119,SZ300027,华谊兄弟,20251226 +81,7664,True,0.7865613104016549,0.0,-0.015569340047548483,-0.010000805645594876,0.1373340686303648,2,2,137.94447615552224,up,False,,0,119,SZ300027,华谊兄弟,20251229 +81,7665,True,0.9626353663188895,0.0,-0.015569340047548483,-0.010000805645594876,0.13103468397763926,2,2,136.94447615552224,up,True,,0,119,SZ300027,华谊兄弟,20251230 +81,7666,True,0.8279247176166007,0.0,-0.015569340047548483,-0.010000805645594876,0.1246426234791439,2,2,135.94447615552224,up,False,,0,119,SZ300027,华谊兄弟,20251231 +81,7671,True,0.8126036531527017,0.0,-0.015569340047548483,-0.010000805645594876,0.11815582682425887,2,2,134.94447615552224,up,False,,0,119,SZ300027,华谊兄弟,20260105 +81,7672,True,0.8190323192655948,0.0,-0.015569340047548483,-0.010000805645594876,0.11157217217506053,2,2,133.94447615552224,up,False,,0,119,SZ300027,华谊兄弟,20260106 +81,7673,True,0.8200889157918313,0.0,-0.015569340047548483,-0.010000805645594876,0.10488947385229887,2,2,132.94447615552224,up,False,,0,119,SZ300027,华谊兄弟,20260107 +81,7674,True,0.824291837584749,0.0,-0.015569340047548483,-0.010000805645594876,0.09810547991614829,2,2,131.94447615552232,up,False,,0,119,SZ300027,华谊兄弟,20260108 +81,7675,True,0.8413425123387261,0.0,-0.015569340047548483,-0.010000805645594876,0.09121786963610354,2,2,130.94447615552232,up,False,,0,119,SZ300027,华谊兄弟,20260109 +81,7678,True,0.9078555949199935,0.0,-0.015569340047548483,-0.010000805645594876,0.08422425084405707,2,2,129.94447615552232,up,True,,0,119,SZ300027,华谊兄弟,20260112 +82,7197,True,0.0,0.0,-0.004536384602798156,0.0012271006836956089,0.5424757697481069,2,3,260.09551436102896,none,,,0,119,SZ300078,思创医惠,20240918 +82,7198,True,0.0,0.0,-0.004536384602798156,0.0012271006836956089,0.5407099181416819,2,3,259.0955143610289,none,,,0,119,SZ300078,思创医惠,20240919 +82,7199,True,0.0,0.0,-0.004536384602798156,0.0012271006836956089,0.5389303828289687,2,3,258.09551436102885,none,,,0,119,SZ300078,思创医惠,20240920 +82,7202,True,0.0,0.0,-0.004536384602798156,0.0012271006836956089,0.5371370041373297,2,3,257.09551436102885,none,,,0,119,SZ300078,思创医惠,20240923 +82,7203,True,0.0,0.0,-0.004536384602798156,0.0012271006836956089,0.535329619900173,2,3,256.0955143610289,none,,,0,119,SZ300078,思创医惠,20240924 +82,7204,True,0.0,0.0,-0.004536384602798156,0.0012271006836956089,0.5335080654080694,2,3,255.0955143610289,none,,,0,119,SZ300078,思创医惠,20240925 +82,7205,True,0.0,0.0,-0.004536384602798156,0.0012271006836956089,0.5316721733587153,2,3,254.09551436102888,none,,,0,119,SZ300078,思创医惠,20240926 +82,7206,True,0.0,0.0,-0.004536384602798156,0.0012271006836956089,0.52982177380571,2,3,253.0955143610289,none,,,0,119,SZ300078,思创医惠,20240927 +82,7209,True,0.8355544399698815,0.0,-0.004536384602798156,0.0012271006836956089,0.5279566941061127,2,3,252.09551436102885,up,True,,0,119,SZ300078,思创医惠,20240930 +82,7217,True,0.8684233684218102,0.0,-0.004536384602798156,0.0012271006836956089,0.5260767588667473,2,3,251.09551436102888,up,True,,0,119,SZ300078,思创医惠,20241008 +82,7218,True,0.7653539650134663,0.0,-0.004536384602798156,0.0012271006836956089,0.5241817898892185,2,3,250.09551436102882,up,True,,0,119,SZ300078,思创医惠,20241009 +82,7219,True,0.7555578274027852,0.0,-0.004536384602798156,0.0012271006836956089,0.5222716061136041,2,3,249.0955143610289,up,True,,0,119,SZ300078,思创医惠,20241010 +82,7220,True,0.3699316734110849,0.0,-0.004536384602798156,0.0012271006836956089,0.5203460235607845,2,3,248.09551436102888,up,False,,0,119,SZ300078,思创医惠,20241011 +82,7223,True,0.6306431537234894,0.0,-0.004536384602798156,0.0012271006836956089,0.5184048552733732,2,3,247.09551436102888,up,False,,0,119,SZ300078,思创医惠,20241014 +82,7224,True,0.5409082393950213,0.0,-0.004536384602798156,0.0012271006836956089,0.5164479112552057,2,3,246.09551436102885,up,False,,0,119,SZ300078,思创医惠,20241015 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+82,7442,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5423841455532099,2,2,260.0434378390552,none,,,0,119,SZ300078,思创医惠,20250521 +82,7443,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5406175852486362,2,2,259.0434378390552,none,,,0,119,SZ300078,思创医惠,20250522 +82,7444,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5388373329833649,2,2,258.0434378390552,none,,,0,119,SZ300078,思创医惠,20250523 +82,7447,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5370432289560705,2,2,257.0434378390552,none,,,0,119,SZ300078,思创医惠,20250526 +82,7448,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5352351108689555,2,2,256.0434378390552,none,,,0,119,SZ300078,思创医惠,20250527 +82,7449,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5334128138788078,2,2,255.04343783905523,none,,,0,119,SZ300078,思创医惠,20250528 +82,7450,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5315761705469033,2,2,254.04343783905523,none,,,0,119,SZ300078,思创医惠,20250529 +82,7451,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5297250107877197,2,2,253.04343783905517,none,,,0,119,SZ300078,思创医惠,20250530 +82,7455,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5278591618164302,2,2,252.0434378390552,none,,,0,119,SZ300078,思创医惠,20250603 +82,7456,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5259784480951409,2,2,251.0434378390552,none,,,0,119,SZ300078,思创医惠,20250604 +82,7457,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5240826912778395,2,2,250.04343783905517,none,,,0,119,SZ300078,思创医惠,20250605 +82,7458,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5221717101540175,2,2,249.0434378390552,none,,,0,119,SZ300078,思创医惠,20250606 +82,7461,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5202453205909282,2,2,248.04343783905523,none,,,0,119,SZ300078,思创医惠,20250609 +82,7462,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5183033354744419,2,2,247.04343783905523,none,,,0,119,SZ300078,思创医惠,20250610 +82,7463,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5163455646484599,2,2,246.04343783905517,none,,,0,119,SZ300078,思创医惠,20250611 +82,7464,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5143718148528453,2,2,245.04343783905523,none,,,0,119,SZ300078,思创医惠,20250612 +82,7465,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5123818896598253,2,2,244.04343783905523,none,,,0,119,SZ300078,思创医惠,20250613 +82,7468,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5103755894088262,2,2,243.0434378390552,none,,,0,119,SZ300078,思创医惠,20250616 +82,7469,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.508352711139692,2,2,242.0434378390552,none,,,0,119,SZ300078,思创医惠,20250617 +82,7470,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5063130485242402,2,2,241.0434378390552,none,,,0,119,SZ300078,思创医惠,20250618 +82,7471,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.5042563917961076,2,2,240.0434378390552,none,,,0,119,SZ300078,思创医惠,20250619 +82,7472,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.502182527678835,2,2,239.0434378390552,none,,,0,119,SZ300078,思创医惠,20250620 +82,7475,True,0.0,0.0,-0.013114082415863593,0.0012728773639001743,0.500091239312139,2,2,238.04343783905523,none,,,0,119,SZ300078,思创医惠,20250623 +82,7476,True,0.0,0.5535826422750948,-0.013114082415863593,0.02697260437964955,0.07973196238420553,2,2,129.31015219033574,down,False,,0,119,SZ300078,思创医惠,20250624 +82,7477,True,0.0,0.5317485045992966,-0.013114082415863593,0.02697260437964955,0.07255974707695026,2,2,128.31015219033577,down,False,,0,119,SZ300078,思创医惠,20250625 +82,7478,True,0.0,0.6039331093559311,-0.013114082415863593,0.02697260437964955,0.0652748586610093,2,2,127.31015219033577,down,False,,0,119,SZ300078,思创医惠,20250626 +82,7479,True,0.0,0.6289100900457241,-0.013114082415863593,0.02697260437964955,0.05787462103062099,2,2,126.31015219033574,down,False,,0,119,SZ300078,思创医惠,20250627 +82,7482,True,0.0,0.5663611729820035,-0.013114082415863593,0.02697260437964955,0.05035627265659337,2,2,125.31015219033576,down,False,,0,119,SZ300078,思创医惠,20250630 +82,7483,True,0.0,0.575324060071601,-0.013114082415863593,0.02697260437964955,0.04271696315040453,2,2,124.31015219033576,down,True,,0,119,SZ300078,思创医惠,20250701 +82,7484,True,0.0,0.6301243942158649,-0.013114082415863593,0.02697260437964955,0.03495374966112114,2,2,123.31015219033574,down,False,,0,119,SZ300078,思创医惠,20250702 +82,7485,True,0.0,0.6248630355758233,-0.013114082415863593,0.02697260437964955,0.027063593095563884,2,2,122.31015219033574,down,False,,0,119,SZ300078,思创医惠,20250703 +82,7486,True,0.0,0.7144709331119884,-0.013114082415863593,0.02697260437964955,0.0190433541515233,2,2,121.31015219033576,down,False,,0,119,SZ300078,思创医惠,20250704 +82,7489,True,0.0,0.7515271727543702,-0.013114082415863593,0.02697260437964955,0.010889789153146697,2,2,120.31015219033576,down,False,,0,119,SZ300078,思创医惠,20250707 +82,7490,True,0.0,0.7434843436920503,-0.013114082415863593,0.02697260437964955,0.0025995456768922163,2,2,119.31015219033574,down,False,,0,119,SZ300078,思创医惠,20250708 +83,7300,True,0.0,0.6976626159563281,0.03414252063399059,0.04311914456828155,0.5018960781045029,2,2,238.90596875277419,down,False,,0,119,SZ300128,锦富技术,20241230 +83,7301,True,0.0,0.7137250513520257,0.03414252063399059,0.04311914456828155,0.4998023772843558,2,2,237.90596875277424,down,False,,0,119,SZ300128,锦富技术,20241231 +83,7303,True,0.0,0.719100831800646,0.03414252063399059,0.04311914456828155,0.4976910010900414,2,2,236.90596875277424,down,False,,0,119,SZ300128,锦富技术,20250102 +83,7304,True,0.0,0.7600778995308899,0.03414252063399059,0.04311914456828155,0.49556172474504,2,2,235.9059687527742,down,False,,0,119,SZ300128,锦富技术,20250103 +83,7350,True,0.0,0.5384855779104399,-0.016447253069533048,0.02134887495135217,0.09994361124085122,3,2,132.21393846674184,down,False,,0,119,SZ300128,锦富技术,20250218 +83,7351,True,0.0,0.5531621197506105,-0.016447253069533048,0.02134887495135217,0.09308415408807859,3,2,131.21393846674187,down,False,,0,119,SZ300128,锦富技术,20250219 +83,7352,True,0.0,0.42410428540607475,-0.016447253069533048,0.02134887495135217,0.08611934020877496,3,2,130.21393846674184,down,False,,0,119,SZ300128,锦富技术,20250220 +83,7353,True,0.0,0.4381401943507561,-0.016447253069533048,0.02134887495135217,0.07904672350321394,3,2,129.21393846674184,down,True,,0,119,SZ300128,锦富技术,20250221 +83,7356,True,0.0,0.553040215810019,-0.016447253069533048,0.02134887495135217,0.07186378155860089,3,2,128.21393846674184,down,False,,0,119,SZ300128,锦富技术,20250224 +83,7357,True,0.0,0.5296492056088465,-0.016447253069533048,0.02134887495135217,0.06456791264967601,3,2,127.21393846674182,down,False,,0,119,SZ300128,锦富技术,20250225 +83,7358,True,0.0,0.0,-0.016447253069533048,0.02134887495135217,0.057156432596727626,3,2,126.21393846674184,none,,,0,119,SZ300128,锦富技术,20250226 +83,7359,True,0.0,0.0,-0.016447253069533048,0.02134887495135217,0.04962657147305018,3,2,125.21393846674185,none,,,0,119,SZ300128,锦富技术,20250227 +83,7360,True,0.28040586566517767,0.0,-0.016447253069533048,-0.005128479988156534,0.37438615640566597,3,2,190.21318217050674,none,,,0,119,SZ300128,锦富技术,20250228 +83,7363,True,0.716601438419689,0.0,-0.016447253069533048,-0.005128479988156534,0.37107975969261564,3,2,189.2131821705067,up,True,,0,119,SZ300128,锦富技术,20250303 +83,7364,True,0.6263433510676126,0.0,-0.016447253069533048,-0.005128479988156534,0.36773822838723874,3,2,188.21318217050674,up,True,,0,119,SZ300128,锦富技术,20250304 +83,7365,True,0.5372664361859862,0.0,-0.016447253069533048,-0.005128479988156534,0.36436099947481665,3,2,187.2131821705067,up,False,,0,119,SZ300128,锦富技术,20250305 +83,7366,True,0.8062733578030905,0.0,-0.016447253069533048,-0.005128479988156534,0.36094749784664953,3,2,186.21318217050668,up,True,,0,119,SZ300128,锦富技术,20250306 +83,7367,True,0.90263055069865,0.0,-0.016447253069533048,-0.005128479988156534,0.35749713597356747,3,2,185.21318217050674,up,True,,0,119,SZ300128,锦富技术,20250307 +83,7370,True,0.8638530454532584,0.0,-0.016447253069533048,-0.005128479988156534,0.3540093135688074,3,2,184.2131821705067,up,True,,0,119,SZ300128,锦富技术,20250310 +83,7371,True,0.8348065712362872,0.0,-0.016447253069533048,-0.005128479988156534,0.35048341723985205,3,2,183.21318217050668,up,True,,0,119,SZ300128,锦富技术,20250311 +83,7372,True,0.9118009190184468,0.0,-0.016447253069533048,-0.005128479988156534,0.3469188201288026,3,2,182.21318217050674,up,True,,0,119,SZ300128,锦富技术,20250312 +83,7373,True,0.8044695822609886,0.0,-0.016447253069533048,-0.005128479988156534,0.3433148815408431,3,2,181.21318217050668,up,False,,0,119,SZ300128,锦富技术,20250313 +83,7374,True,0.812233517256848,0.0,-0.016447253069533048,-0.005128479988156534,0.3396709465603387,3,2,180.21318217050674,up,False,,0,119,SZ300128,锦富技术,20250314 +83,7377,True,0.7877838938482453,0.0,-0.016447253069533048,-0.005128479988156534,0.3359863456540759,3,2,179.2131821705067,up,False,,0,119,SZ300128,锦富技术,20250317 +83,7378,True,0.8293675900266029,0.0,-0.016447253069533048,-0.005128479988156534,0.3322603942611501,3,2,178.21318217050668,up,False,,0,119,SZ300128,锦富技术,20250318 +83,7379,True,0.7677216779637401,0.0,-0.016447253069533048,-0.005128479988156534,0.3284923923689639,3,2,177.21318217050674,up,False,,0,119,SZ300128,锦富技术,20250319 +83,7380,True,0.7686263491579564,0.0,-0.016447253069533048,-0.005128479988156534,0.32468162407478884,3,2,176.2131821705067,up,False,,0,119,SZ300128,锦富技术,20250320 +83,7381,True,0.7755095281284774,0.0,-0.016447253069533048,-0.005128479988156534,0.32082735713231614,3,2,175.21318217050668,up,False,,0,119,SZ300128,锦富技术,20250321 +83,7384,True,0.7667444862270825,0.0,-0.016447253069533048,-0.005128479988156534,0.316928842482587,3,2,174.2131821705067,up,False,,0,119,SZ300128,锦富技术,20250324 +83,7385,True,0.7291688159406442,0.0,-0.016447253069533048,-0.005128479988156534,0.31298531376867517,3,2,173.21318217050668,up,False,,0,119,SZ300128,锦富技术,20250325 +83,7386,True,0.7637756768628822,0.0,-0.016447253069533048,-0.005128479988156534,0.3089959868334633,3,2,172.21318217050666,up,False,,0,119,SZ300128,锦富技术,20250326 +83,7387,True,0.7610672901673159,0.0,-0.016447253069533048,-0.005128479988156534,0.3049600591998168,3,2,171.2131821705067,up,False,,0,119,SZ300128,锦富技术,20250327 +83,7388,True,0.7707113902112758,0.0,-0.016447253069533048,-0.005128479988156534,0.30087670953243373,3,2,170.21318217050677,up,False,,0,119,SZ300128,锦富技术,20250328 +83,7471,True,0.0,0.0,-0.00874757551650671,0.002562298567743322,0.25018655180201316,2,2,158.7061425558458,none,,,0,119,SZ300128,锦富技术,20250619 +83,7472,True,0.0,0.0,-0.00874757551650671,0.002562298567743322,0.24543205438012353,2,2,157.70614255584584,none,,,0,119,SZ300128,锦富技术,20250620 +83,7475,True,0.0,0.0,-0.00874757551650671,0.002562298567743322,0.2406168765363388,2,2,156.70614255584584,none,,,0,119,SZ300128,锦富技术,20250623 +83,7505,True,0.0,0.5556222724381579,-0.01859169318054185,0.019581119926761408,0.01946433031890156,2,3,121.36223462294093,down,False,,0,119,SZ300128,锦富技术,20250723 +83,7506,True,0.0,0.5440190793994724,-0.01859169318054185,0.019581119926761408,0.011317791059699064,2,3,120.36223462294092,down,False,,0,119,SZ300128,锦富技术,20250724 +83,7507,True,0.0,0.5022589223777857,-0.01859169318054185,0.019581119926761408,0.0030347506821166445,2,3,119.3622346229409,down,False,,0,119,SZ300128,锦富技术,20250725 +83,7532,True,0.0,0.48898019429380146,0.001260182325722644,0.019581119926761408,0.0179516443812743,2,3,121.17529581832626,down,True,,0,119,SZ300128,锦富技术,20250819 +83,7533,True,0.0,0.41003611851460336,0.001260182325722644,0.019581119926761408,0.00977984543597922,2,3,120.17529581832629,down,False,,0,119,SZ300128,锦富技术,20250820 +83,7534,True,0.0,0.50199255484603,0.001260182325722644,0.019581119926761408,0.0014709073480592791,2,3,119.17529581832629,down,False,,0,119,SZ300128,锦富技术,20250821 +83,7538,True,0.0,0.0,0.001260182325722644,0.011133521902581262,0.3929816018978337,2,3,196.04018654467743,none,,,0,119,SZ300128,锦富技术,20250825 +83,7539,True,0.0,0.0,0.001260182325722644,0.011133521902581262,0.3898693284281652,2,3,195.04018654467745,none,,,0,119,SZ300128,锦富技术,20250826 +83,7540,True,0.0,0.0,0.001260182325722644,0.011133521902581262,0.3867249763099956,2,3,194.04018654467745,none,,,0,119,SZ300128,锦富技术,20250827 +83,7541,True,0.0,0.0,0.001260182325722644,0.011133521902581262,0.38354804701528583,2,3,193.04018654467743,none,,,0,119,SZ300128,锦富技术,20250828 +83,7542,True,0.0,0.0,0.001260182325722644,0.011133521902581262,0.3803380316321705,2,3,192.04018654467745,none,,,0,119,SZ300128,锦富技术,20250829 +83,7545,True,0.0,0.0,0.001260182325722644,0.011133521902581262,0.3770944105931864,2,3,191.04018654467748,none,,,0,119,SZ300128,锦富技术,20250901 +83,7546,True,0.0,0.0,0.001260182325722644,0.011133521902581262,0.37381665339491926,2,3,190.04018654467748,none,,,0,119,SZ300128,锦富技术,20250902 +83,7547,True,0.0,0.0,0.001260182325722644,0.011133521902581262,0.37050421830875785,2,3,189.04018654467743,none,,,0,119,SZ300128,锦富技术,20250903 +83,7548,True,0.0,0.0,0.001260182325722644,0.011133521902581262,0.3671565520824126,2,3,188.04018654467745,none,,,0,119,SZ300128,锦富技术,20250904 +83,7549,True,0.0,0.0,0.001260182325722644,0.011133521902581262,0.363773089631864,2,3,187.04018654467745,none,,,0,119,SZ300128,锦富技术,20250905 +83,7552,True,0.0,0.0,0.0036414630839388773,0.011133521902581262,0.4654199310292099,3,3,222.60463288335254,none,,,0,119,SZ300128,锦富技术,20250908 +85,7343,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.21950806899403585,3,2,152.46794396275527,none,,,0,119,SZ300228,富瑞特装,20250211 +85,7344,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.21435521677602545,3,2,151.46794396275527,none,,,0,119,SZ300228,富瑞特装,20250212 +85,7345,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.20913387352820093,3,2,150.46794396275527,none,,,0,119,SZ300228,富瑞特装,20250213 +85,7346,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.20384266455386146,3,2,149.46794396275527,none,,,0,119,SZ300228,富瑞特装,20250214 +85,7349,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.19848017811944396,3,2,148.46794396275527,none,,,0,119,SZ300228,富瑞特装,20250217 +85,7350,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.1930449641987631,3,2,147.46794396275527,none,,,0,119,SZ300228,富瑞特装,20250218 +85,7351,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.18753553316581004,3,2,146.46794396275527,none,,,0,119,SZ300228,富瑞特装,20250219 +85,7352,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.18195035443363378,3,2,145.46794396275527,none,,,0,119,SZ300228,富瑞特装,20250220 +85,7353,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.1762878550366931,3,2,144.4679439627553,none,,,0,119,SZ300228,富瑞特装,20250221 +85,7356,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.17054641815392058,3,2,143.4679439627553,none,,,0,119,SZ300228,富瑞特装,20250224 +85,7357,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.1647243815695861,3,2,142.4679439627553,none,,,0,119,SZ300228,富瑞特装,20250225 +85,7358,True,0.0,0.0,-0.010981373889523046,0.014012734265963804,0.1588200360688814,3,2,141.46794396275527,none,,,0,119,SZ300228,富瑞特装,20250226 +85,7359,True,0.354120602265644,0.0,-0.010981373889523046,0.014012734265963804,0.15283162376497417,3,2,140.46794396275527,up,True,,0,119,SZ300228,富瑞特装,20250227 +86,7456,True,0.21940843028570015,0.0,-0.0390292118024389,-0.012334949998387017,0.29822802310975993,2,2,169.5707493583946,none,,,0,119,SZ300278,华昌达,20250604 +86,7457,True,0.5955526822971612,0.0,-0.0390292118024389,-0.012334949998387017,0.2940649522355942,2,2,168.57074935839464,up,True,,0,119,SZ300278,华昌达,20250605 +86,7458,True,0.42424171620252055,0.0,-0.0390292118024389,-0.012334949998387017,0.2898521940396243,2,2,167.57074935839464,up,False,,0,119,SZ300278,华昌达,20250606 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+88,7672,True,0.9255775707966084,0.0,-0.07497231674966012,-0.04952426919439734,0.21415115028330053,2,2,151.4286112945254,up,True,,0,119,SZ300379,*ST东通,20260106 +88,7673,True,0.9477409768397353,0.0,-0.07497231674966012,-0.04952426919439734,0.2089270852403944,2,2,150.4286112945255,up,True,,0,119,SZ300379,*ST东通,20260107 +88,7674,True,0.9490917069867308,0.0,-0.07497231674966012,-0.04952426919439734,0.2036330996515138,2,2,149.42861129452544,up,True,,0,119,SZ300379,*ST东通,20260108 +88,7675,True,0.8766581860892207,0.0,-0.07497231674966012,-0.04952426919439734,0.19826778030099984,2,2,148.4286112945255,up,True,,0,119,SZ300379,*ST东通,20260109 +88,7678,True,0.0,0.0,-0.062287032914261964,-0.04952426919439734,0.5511775781719124,3,2,265.1382689735152,none,,,0,119,SZ300379,*ST东通,20260112 +88,7679,True,0.0,0.0,-0.062287032914261964,-0.04952426919439734,0.5494783831875117,4,2,264.13826897351527,none,,,0,119,SZ300379,*ST东通,20260113 +88,7680,True,0.0,0.0,-0.0614565391420718,-0.04952426919439734,0.5743518694455823,5,2,279.57364653522484,none,,,0,119,SZ300379,*ST东通,20260114 +88,7681,True,0.0,0.0,-0.0614565391420718,-0.04952426919439734,0.5728239139628993,6,2,278.5736465352247,none,,,0,119,SZ300379,*ST东通,20260115 +89,7491,True,0.8245366715939978,0.0,-0.026430350864839018,0.04085912875966609,0.007421831388230027,2,2,119.88980189483178,up,False,,0,119,SZ300429,强力新材,20250709 +89,7504,True,0.0,0.0,0.016586792555397387,0.04085912875966609,0.5477172668433938,3,2,263.1097569643355,none,,,0,119,SZ300429,强力新材,20250722 +89,7505,True,0.0,0.0,0.016586792555397387,0.04085912875966609,0.5459917197352097,3,2,262.10975696433553,none,,,0,119,SZ300429,强力新材,20250723 +89,7506,True,0.0,0.0,0.016586792555397387,0.04085912875966609,0.5442529556019078,3,2,261.10975696433553,none,,,0,119,SZ300429,强力新材,20250724 +89,7507,True,0.0,0.0,0.016586792555397387,0.04085912875966609,0.5425008220037032,3,2,260.10975696433553,none,,,0,119,SZ300429,强力新材,20250725 +89,7510,True,0.0,0.0,0.016586792555397387,0.04085912875966609,0.5407351641475256,3,2,259.10975696433553,none,,,0,119,SZ300429,强力新材,20250728 +89,7511,True,0.0,0.0,0.016586792555397387,0.04085912875966609,0.5389558248414336,3,2,258.10975696433553,none,,,0,119,SZ300429,强力新材,20250729 +89,7512,True,0.0,0.0,0.016586792555397387,0.04085912875966609,0.5371626444479629,3,2,257.1097569643355,none,,,0,119,SZ300429,强力新材,20250730 +89,7513,True,0.0,0.0,0.016586792555397387,0.04085912875966609,0.5353554608363814,3,2,256.1097569643355,none,,,0,119,SZ300429,强力新材,20250731 +89,7514,True,0.0,0.0,0.016586792555397387,0.04085912875966609,0.5335341093338255,3,2,255.10975696433547,none,,,0,119,SZ300429,强力新材,20250801 +89,7517,True,0.0,0.0,0.016586792555397387,0.04085912875966609,0.5316984226752784,3,2,254.1097569643355,none,,,0,119,SZ300429,强力新材,20250804 +89,7518,True,0.0,0.0,0.016586792555397387,0.04085912875966609,0.5298482309523622,3,3,253.10975696433547,none,,,0,119,SZ300429,强力新材,20250805 +89,7546,True,0.0,0.2926194739664748,-0.0009671177386290827,0.04085912875966609,0.284570038531989,2,3,166.3335426375218,down,False,,0,119,SZ300429,强力新材,20250902 +89,7547,True,0.0,0.43943675349988165,-0.0009671177386290827,0.04085912875966609,0.28024284666242055,2,3,165.3335426375218,down,False,,0,119,SZ300429,强力新材,20250903 +89,7548,True,0.0,0.6278139144804255,-0.0009671177386290827,0.04085912875966609,0.27586299126719427,2,3,164.33354263752182,down,False,,0,119,SZ300429,强力新材,20250904 +89,7549,True,0.0,0.472002051382971,-0.0009671177386290827,0.04085912875966609,0.2714295050583034,2,3,163.33354263752182,down,False,,0,119,SZ300429,强力新材,20250905 +89,7552,True,0.0,0.3705073111311799,-0.0009671177386290827,0.04085912875966609,0.2669413969131583,2,3,162.33354263752182,down,False,,0,119,SZ300429,强力新材,20250908 +89,7569,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.5081089343888273,2,3,241.923483306498,none,,,0,119,SZ300429,强力新材,20250925 +89,7570,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.5060672443930646,2,3,240.92348330649796,none,,,0,119,SZ300429,强力新材,20250926 +89,7573,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.5040085348878515,2,3,239.92348330649799,none,,,0,119,SZ300429,强力新材,20250929 +89,7574,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.5019325921707605,2,3,238.92348330649799,none,,,0,119,SZ300429,强力新材,20250930 +89,7583,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.4998391989465716,2,3,237.923483306498,none,,,0,119,SZ300429,强力新材,20251009 +89,7584,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.4977281342514507,2,3,236.92348330649804,none,,,0,119,SZ300429,强力新材,20251010 +89,7587,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.4955991733751989,2,3,235.92348330649799,none,,,0,119,SZ300429,强力新材,20251013 +89,7588,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.49345208778151767,2,3,234.92348330649799,none,,,0,119,SZ300429,强力新材,20251014 +89,7589,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.49128664502622676,2,3,233.923483306498,none,,,0,119,SZ300429,强力新材,20251015 +89,7590,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.4891026086733769,2,3,232.92348330649796,none,,,0,119,SZ300429,强力新材,20251016 +89,7591,True,0.0,0.16974483687614011,-0.0009671177386290827,0.020888934249688677,0.4868997382091927,2,3,231.92348330649799,none,,,0,119,SZ300429,强力新材,20251017 +89,7594,True,0.0,0.13083100345938875,-0.0009671177386290827,0.020888934249688677,0.4846777889537773,2,3,230.92348330649799,none,,,0,119,SZ300429,强力新材,20251020 +89,7595,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.48243651197051557,2,3,229.923483306498,none,,,0,119,SZ300429,强力新材,20251021 +89,7596,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.48017565397310097,2,3,228.92348330649796,none,,,0,119,SZ300429,强力新材,20251022 +89,7597,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.4778949572301161,2,3,227.92348330649799,none,,,0,119,SZ300429,强力新材,20251023 +89,7598,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.47559415946708916,2,3,226.923483306498,none,,,0,119,SZ300429,强力新材,20251024 +89,7601,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.4732729937659501,2,3,225.923483306498,none,,,0,119,SZ300429,强力新材,20251027 +89,7602,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.47093118846180465,2,3,224.92348330649804,none,,,0,119,SZ300429,强力新材,20251028 +89,7603,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.46856846703694155,2,3,223.92348330649799,none,,,0,119,SZ300429,强力新材,20251029 +89,7604,True,0.0,0.1929183552503408,-0.0009671177386290827,0.020888934249688677,0.46618454801198905,2,3,222.923483306498,down,False,,0,119,SZ300429,强力新材,20251030 +89,7605,True,0.0,0.0,-0.0009671177386290827,0.020888934249688677,0.4637791448341253,2,3,221.92348330649793,none,,,0,119,SZ300429,强力新材,20251031 +89,7608,True,0.0,0.0,0.00015790646699848413,0.020888934249688677,0.48475669254400555,3,3,230.95884658368604,none,,,0,119,SZ300429,强力新材,20251103 +89,7609,True,0.0,0.19071980431401916,0.00015790646699848413,0.020888934249688677,0.48251610334680556,3,3,229.9588465836861,down,False,,0,119,SZ300429,强力新材,20251104 +89,7610,True,0.0,0.2757578169272853,0.00015790646699848413,0.020888934249688677,0.48025594216773515,3,3,228.95884658368612,down,False,,0,119,SZ300429,强力新材,20251105 +89,7611,True,0.0,0.20606096064420598,0.00015790646699848413,0.020888934249688677,0.4779759514342258,3,3,227.95884658368607,down,False,,0,119,SZ300429,强力新材,20251106 +89,7612,True,0.0,0.22650086890127313,0.00015790646699848413,0.020888934249688677,0.4756758690341627,3,3,226.9588465836861,down,False,,0,119,SZ300429,强力新材,20251107 +89,7615,True,0.0,0.24035390999678902,0.00015790646699848413,0.020888934249688677,0.4733554282154332,3,3,225.95884658368612,down,False,,0,119,SZ300429,强力新材,20251110 +89,7616,True,0.0,0.2603165279412166,0.00015790646699848413,0.020888934249688677,0.4710143574827973,3,3,224.95884658368607,down,False,,0,119,SZ300429,强力新材,20251111 +89,7617,True,0.0,0.4695921027376335,0.00015790646699848413,0.020888934249688677,0.4686523804919955,3,3,223.9588465836861,down,False,,0,119,SZ300429,强力新材,20251112 +89,7618,True,0.0,0.4328447617694022,0.00015790646699848413,0.020888934249688677,0.4662692159410049,3,3,222.95884658368612,down,False,,0,119,SZ300429,强力新材,20251113 +89,7619,True,0.0,0.5498767919763825,0.00015790646699848413,0.020888934249688677,0.4638645774583583,3,3,221.95884658368615,down,False,,0,119,SZ300429,强力新材,20251114 +89,7622,True,0.0,0.4672019562409818,0.00015790646699848413,0.020888934249688677,0.4614381734884289,3,3,220.9588465836861,down,False,,0,119,SZ300429,强力新材,20251117 +89,7623,True,0.0,0.472381249134929,0.00015790646699848413,0.020888934249688677,0.45898970717358717,3,3,219.95884658368607,down,False,,0,119,SZ300429,强力新材,20251118 +89,7624,True,0.0,0.40453774409992715,0.00015790646699848413,0.020888934249688677,0.4565188762331272,3,3,218.9588465836861,down,False,,0,119,SZ300429,强力新材,20251119 +90,7310,True,0.0,0.6977374105425558,0.06625693629372059,0.1031804131169142,0.5991804570205324,2,2,296.8917112060473,down,False,,0,119,SZ300479,神思电子,20250109 +90,7311,True,0.0,0.6996542968259124,0.06625693629372059,0.1031804131169142,0.5978258413696046,2,2,295.8917112060474,down,False,,0,119,SZ300479,神思电子,20250110 +90,7314,True,0.0,0.6998590499878263,0.06625693629372059,0.1031804131169142,0.5964620385113091,2,2,294.8917112060473,down,False,,0,119,SZ300479,神思电子,20250113 +90,7315,True,0.0,0.6965252312267278,0.06625693629372059,0.1031804131169142,0.5950889546640901,2,2,293.8917112060473,down,False,,0,119,SZ300479,神思电子,20250114 +90,7316,True,0.0,0.6981826580874174,0.06625693629372059,0.1031804131169142,0.5937064947656223,2,2,292.8917112060473,down,False,,0,119,SZ300479,神思电子,20250115 +90,7317,True,0.0,0.6987234933284563,0.06625693629372059,0.1031804131169142,0.5923145624508754,2,2,291.89171120604726,down,False,,0,119,SZ300479,神思电子,20250116 +90,7318,True,0.0,0.7002020513934736,0.06625693629372059,0.1031804131169142,0.5909130600297212,2,2,290.8917112060474,down,False,,0,119,SZ300479,神思电子,20250117 +90,7321,True,0.0,0.7007430504615048,0.06625693629372059,0.1031804131169142,0.5895018884640754,2,2,289.8917112060473,down,False,,0,119,SZ300479,神思电子,20250120 +90,7322,True,0.0,0.7015737152134287,0.06625693629372059,0.1031804131169142,0.5880809473445737,2,2,288.8917112060474,down,False,,0,119,SZ300479,神思电子,20250121 +90,7323,True,0.0,0.7025923496313577,0.06625693629372059,0.1031804131169142,0.5866501348667508,2,2,287.8917112060473,down,False,,0,119,SZ300479,神思电子,20250122 +90,7324,True,0.0,0.703079681933105,0.06625693629372059,0.1031804131169142,0.5852093478067286,2,2,286.8917112060474,down,False,,0,119,SZ300479,神思电子,20250123 +90,7325,True,0.0,0.8074145932020419,0.06625693629372059,0.1031804131169142,0.5837584814963923,2,2,285.8917112060473,down,True,,0,119,SZ300479,神思电子,20250124 +90,7328,True,0.0,0.8455176490968513,0.06625693629372059,0.1031804131169142,0.5822974297980418,2,2,284.89171120604726,down,True,,0,119,SZ300479,神思电子,20250127 +90,7337,True,0.0,0.77665089149637,0.06625693629372059,0.1031804131169142,0.5808260850785094,2,2,283.8917112060474,down,True,,0,119,SZ300479,神思电子,20250205 +90,7338,True,0.0,0.7775094436758828,0.06625693629372059,0.1031804131169142,0.5793443381827293,2,2,282.8917112060473,down,True,,0,119,SZ300479,神思电子,20250206 +90,7339,True,0.0,0.7681317996068056,0.06625693629372059,0.1031804131169142,0.5778520784067412,2,2,281.8917112060474,down,True,,0,119,SZ300479,神思电子,20250207 +90,7342,True,0.0,0.6792772889521924,0.06625693629372059,0.1031804131169142,0.57634919347012,2,2,280.8917112060473,down,True,,0,119,SZ300479,神思电子,20250210 +90,7499,True,0.0,0.37330767712881474,-0.03333883182042239,0.0811739974728477,0.043436785170099475,2,2,124.40369664555938,down,False,,0,119,SZ300479,神思电子,20250717 +90,7500,True,0.0,0.2778650011139852,-0.03333883182042239,0.0811739974728477,0.03568528954369729,2,2,123.40369664555938,none,,,0,119,SZ300479,神思电子,20250718 +90,7503,True,0.0,0.38749768064860207,-0.03333883182042239,0.0811739974728477,0.027807139317167835,2,2,122.4036966455594,down,False,,0,119,SZ300479,神思电子,20250721 +90,7504,True,0.0,0.5951667148015218,-0.03333883182042239,0.0811739974728477,0.019799204735726023,2,2,121.40369664555939,down,False,,0,119,SZ300479,神思电子,20250722 +90,7505,True,0.0,0.6729979055259195,-0.03333883182042239,0.0811739974728477,0.011658252069216349,2,2,120.40369664555939,down,False,,0,119,SZ300479,神思电子,20250723 +90,7506,True,0.0,0.6357561928827871,-0.03333883182042239,0.0811739974728477,0.0033809392581684366,2,2,119.40369664555939,down,False,,0,119,SZ300479,神思电子,20250724 +90,7555,True,0.0,0.6773216218924005,0.01575139574624096,0.04523747057817449,0.2900419618804388,2,2,167.6155400890886,down,False,,0,119,SZ300479,神思电子,20250911 +90,7556,True,0.0,0.7054189037122923,0.01575139574624096,0.04523747057817449,0.28578090653266,2,2,166.61554008908863,down,False,,0,119,SZ300479,神思电子,20250912 +90,7559,True,0.0,0.7182896078523491,0.01575139574624096,0.04523747057817449,0.2814683939925748,2,2,165.6155400890885,down,False,,0,119,SZ300479,神思电子,20250915 +90,7560,True,0.0,0.698874206200755,0.01575139574624096,0.04523747057817449,0.277103486489804,2,2,164.61554008908854,down,False,,0,119,SZ300479,神思电子,20250916 +90,7561,True,0.0,0.7086879746168849,0.01575139574624096,0.04523747057817449,0.27268522332777984,2,2,163.61554008908857,down,False,,0,119,SZ300479,神思电子,20250917 +90,7562,True,0.0,0.7579412336940432,0.01575139574624096,0.04523747057817449,0.2682126201788211,2,2,162.61554008908857,down,False,,0,119,SZ300479,神思电子,20250918 +90,7563,True,0.0,0.7586993367129676,0.01575139574624096,0.04523747057817449,0.2636846683530396,2,2,161.6155400890886,down,False,,0,119,SZ300479,神思电子,20250919 +90,7566,True,0.0,0.7578296493549668,0.01575139574624096,0.04523747057817449,0.259100334039941,2,2,160.61554008908848,down,False,,0,119,SZ300479,神思电子,20250922 +90,7567,True,0.0,0.7691886520199973,0.01575139574624096,0.04523747057817449,0.2544585575215243,2,2,159.6155400890885,down,False,,0,119,SZ300479,神思电子,20250923 +90,7568,True,0.0,0.7608567969415051,0.01575139574624096,0.04523747057817449,0.24975825235558893,2,2,158.61554008908865,down,False,,0,119,SZ300479,神思电子,20250924 +90,7569,True,0.0,0.7713475153124875,0.01575139574624096,0.04523747057817449,0.24499830452797988,2,2,157.61554008908854,down,False,,0,119,SZ300479,神思电子,20250925 +90,7570,True,0.0,0.7717011999092503,0.01575139574624096,0.04523747057817449,0.2401775715723445,2,2,156.61554008908846,down,False,,0,119,SZ300479,神思电子,20250926 +90,7573,True,0.0,0.7704397022966394,0.01575139574624096,0.04523747057817449,0.23529488165594828,2,2,155.6155400890886,down,False,,0,119,SZ300479,神思电子,20250929 +90,7574,True,0.0,0.7655471335385203,0.01575139574624096,0.04523747057817449,0.23034903263001247,2,2,154.6155400890886,down,False,,0,119,SZ300479,神思电子,20250930 +90,7583,True,0.0,0.7701231082116039,0.01575139574624096,0.04523747057817449,0.22533879104297316,2,2,153.61554008908863,down,False,,0,119,SZ300479,神思电子,20251009 +90,7584,True,0.0,0.7832545304314718,0.01575139574624096,0.04523747057817449,0.22026289111492586,2,2,152.6155400890885,down,False,,0,119,SZ300479,神思电子,20251010 +90,7587,True,0.0,0.787481239256818,0.01575139574624096,0.04523747057817449,0.21512003367150673,2,2,151.61554008908854,down,False,,0,119,SZ300479,神思电子,20251013 +90,7588,True,0.0,0.7908553758484262,0.01575139574624096,0.04523747057817449,0.20990888503528943,2,2,150.61554008908868,down,False,,0,119,SZ300479,神思电子,20251014 +90,7589,True,0.0,0.8081801480728945,0.01575139574624096,0.04523747057817449,0.20462807587272458,2,2,149.61554008908857,down,False,,0,119,SZ300479,神思电子,20251015 +90,7590,True,0.0,0.7961666585849091,0.01575139574624096,0.04523747057817449,0.19927619999453036,2,2,148.61554008908848,down,False,,0,119,SZ300479,神思电子,20251016 +90,7591,True,0.0,0.7994109946291477,0.01575139574624096,0.04523747057817449,0.19385181310733604,2,2,147.6155400890886,down,False,,0,119,SZ300479,神思电子,20251017 +90,7594,True,0.0,0.7996901695781377,0.01575139574624096,0.04523747057817449,0.18835343151420691,2,2,146.61554008908863,down,False,,0,119,SZ300479,神思电子,20251020 +90,7595,True,0.0,0.8001171198763672,0.01575139574624096,0.04523747057817449,0.18277953076165465,2,2,145.6155400890885,down,False,,0,119,SZ300479,神思电子,20251021 +90,7596,True,0.0,0.8430764754495434,0.01575139574624096,0.04523747057817449,0.17712854423050445,2,2,144.61554008908854,down,False,,0,119,SZ300479,神思电子,20251022 +90,7597,True,0.0,0.8014157365118129,0.01575139574624096,0.04523747057817449,0.17139886166788684,2,2,143.61554008908857,down,False,,0,119,SZ300479,神思电子,20251023 +90,7598,True,0.0,0.8030633386981225,0.01575139574624096,0.04523747057817449,0.16558882765746546,2,2,142.61554008908857,down,False,,0,119,SZ300479,神思电子,20251024 +90,7601,True,0.0,0.8161174964276791,0.01575139574624096,0.04523747057817449,0.15969674002486892,2,2,141.6155400890886,down,False,,0,119,SZ300479,神思电子,20251027 +90,7602,True,0.0,0.9489913138714015,0.01575139574624096,0.04523747057817449,0.1537208481750575,2,2,140.61554008908848,down,True,,0,119,SZ300479,神思电子,20251028 +90,7603,True,0.0,0.8456498510529697,0.01575139574624096,0.04523747057817449,0.14765935135826305,2,2,139.6155400890885,down,False,,0,119,SZ300479,神思电子,20251029 +90,7604,True,0.0,0.8266654595704104,0.01575139574624096,0.04523747057817449,0.14151039686085376,2,2,138.61554008908865,down,False,,0,119,SZ300479,神思电子,20251030 +90,7674,True,0.30204606193364036,0.0,-0.04902151745873191,-0.008571590960120596,0.1993457878375323,2,2,148.62845681982463,up,False,,0,119,SZ300479,神思电子,20260108 +90,7675,True,0.5008851196397026,0.0,-0.04902151745873191,-0.008571590960120596,0.1939223469277652,2,2,147.62845681982458,up,True,,0,119,SZ300479,神思电子,20260109 +90,7678,True,0.8176123420738964,0.0,-0.04902151745873191,-0.008571590960120596,0.1884249307334258,2,2,146.6284568198246,up,True,,0,119,SZ300479,神思电子,20260112 +90,7679,True,0.751337612448585,0.0,-0.04902151745873191,-0.008571590960120596,0.1828520153363298,2,2,145.62845681982455,up,True,,0,119,SZ300479,神思电子,20260113 +90,7680,True,0.8838300284328583,0.0,-0.04902151745873191,-0.008571590960120596,0.17720203467117182,2,2,144.6284568198246,up,True,,0,119,SZ300479,神思电子,20260114 +90,7681,True,0.9557968510285306,0.0,-0.04902151745873191,-0.008571590960120596,0.17147337905830082,2,2,143.62845681982463,up,True,,0,119,SZ300479,神思电子,20260115 +90,7682,True,0.9129557024545683,0.0,-0.04902151745873191,-0.008571590960120596,0.16566439367477181,2,2,142.62845681982458,up,True,,0,119,SZ300479,神思电子,20260116 +90,7685,True,0.9407614137468113,0.0,-0.04902151745873191,-0.008571590960120596,0.15977337696061877,2,2,141.6284568198246,up,True,,0,119,SZ300479,神思电子,20260119 +90,7686,True,0.9359927641024596,0.0,-0.04902151745873191,-0.008571590960120596,0.15379857895714033,2,2,140.62845681982455,up,True,,0,119,SZ300479,神思电子,20260120 +91,7570,True,0.0,0.0,-0.14289470663849538,-0.010731168125845281,0.39705126445730615,2,2,197.36337931431618,none,,,0,119,SZ300530,领湃科技,20250926 +91,7573,True,0.0,0.0,-0.14289470663849538,-0.010731168125845281,0.3939806881734383,2,2,196.36337931431618,none,,,0,119,SZ300530,领湃科技,20250929 +91,7574,True,0.0,0.0,-0.14289470663849538,-0.010731168125845281,0.39087867737717974,2,2,195.36337931431618,none,,,0,119,SZ300530,领湃科技,20250930 +91,7583,True,0.0,0.0,-0.14289470663849538,-0.010731168125845281,0.3877447468766312,2,2,194.36337931431618,none,,,0,119,SZ300530,领湃科技,20251009 +91,7584,True,0.0,0.0,-0.14289470663849538,-0.010731168125845281,0.3845784014430001,2,2,193.36337931431618,none,,,0,119,SZ300530,领湃科技,20251010 +91,7587,True,0.0,0.0,-0.14289470663849538,-0.010731168125845281,0.38137913554971686,2,2,192.36337931431618,none,,,0,119,SZ300530,领湃科技,20251013 +91,7588,True,0.0,0.3110632736195992,-0.14289470663849538,-0.010731168125845281,0.3781464331033716,2,2,191.36337931431618,down,False,,0,119,SZ300530,领湃科技,20251014 +91,7589,True,0.0,0.20753976542280467,-0.14289470663849538,-0.010731168125845281,0.3748797671661702,2,2,190.36337931431618,down,False,,0,119,SZ300530,领湃科技,20251015 +91,7590,True,0.0,0.0,-0.14289470663849538,-0.010731168125845281,0.37157859966959605,2,2,189.36337931431612,none,,,0,119,SZ300530,领湃科技,20251016 +91,7591,True,0.0,0.4813028790592878,-0.14289470663849538,-0.010731168125845281,0.3682423811189523,2,2,188.36337931431618,down,False,,0,119,SZ300530,领湃科技,20251017 +91,7594,True,0.0,0.15972363363691214,-0.14289470663849538,-0.010731168125845281,0.3648705502884396,2,2,187.36337931431618,none,,,0,119,SZ300530,领湃科技,20251020 +91,7595,True,0.0,0.23455530757660037,-0.14289470663849538,-0.010731168125845281,0.3614625339064209,2,2,186.36337931431618,down,False,,0,119,SZ300530,领湃科技,20251021 +91,7596,True,0.0,0.350788510270736,-0.14289470663849538,-0.010731168125845281,0.35801774633049493,2,2,185.36337931431615,down,False,,0,119,SZ300530,领湃科技,20251022 +91,7597,True,0.0,0.3085684027527614,-0.14289470663849538,-0.010731168125845281,0.35453558921199796,2,2,184.36337931431615,down,False,,0,119,SZ300530,领湃科技,20251023 +91,7598,True,0.0,0.2089370619235066,-0.14289470663849538,-0.010731168125845281,0.35101545114952515,2,2,183.3633793143162,down,False,,0,119,SZ300530,领湃科技,20251024 +91,7601,True,0.0,0.22865367787140384,-0.14289470663849538,-0.010731168125845281,0.3474567073310532,2,2,182.3633793143162,down,False,,0,119,SZ300530,领湃科技,20251027 +91,7602,True,0.0,0.17711960098575338,-0.14289470663849538,-0.010731168125845281,0.34385871916422445,2,2,181.36337931431615,none,,,0,119,SZ300530,领湃科技,20251028 +91,7603,True,0.0,0.24399590549189165,-0.14289470663849538,-0.010731168125845281,0.34022083389433094,2,2,180.36337931431615,down,False,,0,119,SZ300530,领湃科技,20251029 +91,7604,True,0.0,0.0,-0.14289470663849538,-0.010731168125845281,0.33654238420951854,2,2,179.3633793143162,none,,,0,119,SZ300530,领湃科技,20251030 +91,7605,True,0.0,0.0,-0.14289470663849538,-0.010731168125845281,0.33282268783271174,2,2,178.3633793143162,none,,,0,119,SZ300530,领湃科技,20251031 +91,7608,True,0.0,0.0,-0.14289470663849538,-0.06636782412963181,0.5354209136097979,2,3,256.14583929000054,none,,,0,119,SZ300530,领湃科技,20251103 +91,7609,True,0.0,0.0,-0.14289470663849538,-0.06636782412963181,0.5336000762107519,2,3,255.1458392900005,none,,,0,119,SZ300530,领湃科技,20251104 +91,7610,True,0.0,0.0,-0.14289470663849538,-0.06636782412963181,0.5317649097366826,2,3,254.1458392900006,none,,,0,119,SZ300530,领湃科技,20251105 +91,7611,True,0.0,0.0,-0.14289470663849538,-0.06636782412963181,0.5299152443754955,2,3,253.14583929000057,none,,,0,119,SZ300530,领湃科技,20251106 +91,7612,True,0.0,0.0,-0.14289470663849538,-0.06636782412963181,0.5280509076212259,2,3,252.14583929000054,none,,,0,119,SZ300530,领湃科技,20251107 +91,7615,True,0.0,0.0,-0.14289470663849538,-0.06636782412963181,0.5261717242204059,2,3,251.1458392900005,none,,,0,119,SZ300530,领湃科技,20251110 +91,7616,True,0.0,0.0,-0.14289470663849538,-0.06636782412963181,0.5242775161171472,2,3,250.1458392900006,none,,,0,119,SZ300530,领湃科技,20251111 +91,7659,True,0.0,0.0,-0.23018555544452343,-0.06636782412963181,0.06606110169341892,2,2,127.41732913766725,none,,,0,119,SZ300530,领湃科技,20251224 +91,7660,True,0.0,0.0,-0.23018555544452343,-0.06636782412963181,0.058673357428631154,2,2,126.41732913766725,none,,,0,119,SZ300530,领湃科技,20251225 +91,7661,True,0.0,0.0,-0.23018555544452343,-0.06636782412963181,0.0511678025819153,2,2,125.41732913766724,none,,,0,119,SZ300530,领湃科技,20251226 +91,7664,True,0.0,0.0,-0.23018555544452343,-0.06636782412963181,0.04354159645778114,2,2,124.41732913766724,none,,,0,119,SZ300530,领湃科技,20251229 +91,7665,True,0.0,0.0,-0.23018555544452343,-0.06636782412963181,0.0357918062927769,2,2,123.41732913766727,none,,,0,119,SZ300530,领湃科技,20251230 +91,7666,True,0.0,0.24764119617317445,-0.23018555544452343,-0.06636782412963181,0.02791540349507407,2,2,122.41732913766727,none,,,0,119,SZ300530,领湃科技,20251231 +91,7671,True,0.367484198168407,0.0,-0.23018555544452343,-0.06636782412963181,0.0199092596982298,2,2,121.41732913766725,up,False,,0,119,SZ300530,领湃科技,20260105 +91,7672,True,0.6285163282235731,0.0,-0.23018555544452343,-0.06636782412963181,0.011770142618317752,2,2,120.41732913766724,up,False,,0,119,SZ300530,领湃科技,20260106 +91,7673,True,0.5679390856803381,0.0,-0.23018555544452343,-0.06636782412963181,0.0034947117029068787,2,2,119.41732913766728,up,False,,0,119,SZ300530,领湃科技,20260107 +91,7675,True,0.7237096906601221,0.0,-0.23018555544452343,-0.09788282792301467,0.09717823676624426,2,3,131.80896257281395,up,False,,0,119,SZ300530,领湃科技,20260109 +91,7678,True,0.8588025825330662,0.0,-0.23018555544452343,-0.09788282792301467,0.09027640262983154,2,3,130.80896257281393,up,True,,0,119,SZ300530,领湃科技,20260112 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+95,7223,True,0.8946875221079409,0.0,-0.02633921807736113,-0.00232436085251576,0.061716944843145,2,2,126.82739962740402,up,False,,0,119,SZ300737,科顺股份,20241014 +95,7224,True,0.9268635567620207,0.0,-0.02633921807736113,-0.00232436085251576,0.05426003912995952,2,2,125.827399627404,up,True,,0,119,SZ300737,科顺股份,20241015 +95,7225,True,0.9356787710649299,0.0,-0.02633921807736113,-0.000970104583629341,0.017339962708798704,2,3,121.0998671809583,up,True,,0,119,SZ300737,科顺股份,20241016 +95,7226,True,0.8909767957496297,0.0,-0.02633921807736113,-0.000970104583629341,0.009157938362255705,2,3,120.09986718095831,up,False,,0,119,SZ300737,科顺股份,20241017 +95,7227,True,0.8497898243649865,0.0,-0.02633921807736113,-0.000970104583629341,0.0008385163083898471,2,3,119.0998671809583,up,False,,0,119,SZ300737,科顺股份,20241018 +95,7301,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.2411650248283533,3,2,156.8193400325051,none,,,0,119,SZ300737,科顺股份,20241231 +95,7303,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.2362950582695596,3,2,155.81934003250512,none,,,0,119,SZ300737,科顺股份,20250102 +95,7304,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.23136218010608134,3,2,154.81934003250512,none,,,0,119,SZ300737,科顺股份,20250103 +95,7307,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.22636516334777584,3,2,153.8193400325051,none,,,0,119,SZ300737,科顺股份,20250106 +95,7308,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.22130274888840382,3,2,152.8193400325051,none,,,0,119,SZ300737,科顺股份,20250107 +95,7309,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.21617364444792297,3,2,151.8193400325051,none,,,0,119,SZ300737,科顺股份,20250108 +95,7310,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.21097652347270118,3,2,150.81934003250515,none,,,0,119,SZ300737,科顺股份,20250109 +95,7311,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.20571002399168542,3,2,149.81934003250512,none,,,0,119,SZ300737,科顺股份,20250110 +95,7314,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.2003727474264565,3,2,148.81934003250512,none,,,0,119,SZ300737,科顺股份,20250113 +95,7315,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.19496325735298087,3,2,147.8193400325051,none,,,0,119,SZ300737,科顺股份,20250114 +95,7316,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.18948007821276133,3,2,146.8193400325051,none,,,0,119,SZ300737,科顺股份,20250115 +95,7317,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.18392169397095565,3,2,145.8193400325051,none,,,0,119,SZ300737,科顺股份,20250116 +95,7318,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.17828654671889738,3,2,144.81934003250512,none,,,0,119,SZ300737,科顺股份,20250117 +95,7321,True,0.2757704884113632,0.0,-0.02918379876550646,0.0018230489709488984,0.17257303521832035,3,2,143.81934003250512,up,False,,0,119,SZ300737,科顺股份,20250120 +95,7322,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.16677951338441907,3,2,142.8193400325051,none,,,0,119,SZ300737,科顺股份,20250121 +95,7323,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.16090428870473458,3,2,141.8193400325051,none,,,0,119,SZ300737,科顺股份,20250122 +95,7324,True,0.0,0.0,-0.02918379876550646,0.0018230489709488984,0.1549456205906703,3,2,140.81934003250512,none,,,0,119,SZ300737,科顺股份,20250123 +95,7325,True,0.2764054108228356,0.0,-0.02918379876550646,0.0018230489709488984,0.14890171865827032,3,2,139.81934003250512,up,False,,0,119,SZ300737,科顺股份,20250124 +95,7328,True,0.4461081229179721,0.0,-0.02918379876550646,0.0018230489709488984,0.1427707409346876,3,2,138.81934003250512,up,False,,0,119,SZ300737,科顺股份,20250127 +95,7337,True,0.44195393074496986,0.0,-0.02918379876550646,0.0018230489709488984,0.13655079198657086,3,2,137.8193400325051,up,False,,0,119,SZ300737,科顺股份,20250205 +95,7360,True,0.8510643943400605,0.0,-0.02918379876550646,-0.01951498670346022,0.1432952641227228,3,2,138.90433309924728,up,False,,0,119,SZ300737,科顺股份,20250228 +95,7363,True,0.8381348098791562,0.0,-0.02918379876550646,-0.01951498670346022,0.13708295217701458,3,2,137.90433309924717,up,False,,0,119,SZ300737,科顺股份,20250303 +95,7364,True,0.81495607535942,0.0,-0.02918379876550646,-0.01951498670346022,0.13077988617254147,3,2,136.90433309924722,up,False,,0,119,SZ300737,科顺股份,20250304 +95,7365,True,0.8153850469283014,0.0,-0.02918379876550646,-0.01951498670346022,0.1243840627723213,3,2,135.90433309924722,up,False,,0,119,SZ300737,科顺股份,20250305 +95,7366,True,0.8344105594950875,0.0,-0.02918379876550646,-0.01951498670346022,0.11789341923914846,3,2,134.90433309924728,up,False,,0,119,SZ300737,科顺股份,20250306 +95,7367,True,0.8214373837934754,0.0,-0.02918379876550646,-0.01951498670346022,0.1113058312175788,3,2,133.90433309924725,up,False,,0,119,SZ300737,科顺股份,20250307 +95,7370,True,0.9737853796730784,0.0,-0.02918379876550646,-0.01951498670346022,0.1046191104157912,3,2,132.90433309924722,up,True,,0,119,SZ300737,科顺股份,20250310 +95,7371,True,0.9755341930764084,0.0,-0.02918379876550646,-0.01951498670346022,0.09783100218199686,3,2,131.90433309924728,up,True,,0,119,SZ300737,科顺股份,20250311 +95,7372,True,0.9011866960791461,0.0,-0.02918379876550646,-0.01951498670346022,0.0909391829697632,3,2,130.90433309924725,up,False,,0,119,SZ300737,科顺股份,20250312 +95,7386,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.45636778438513276,2,3,218.89799129252634,none,,,0,119,SZ300737,科顺股份,20250326 +95,7387,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.45387289119043134,2,3,217.8979912925264,none,,,0,119,SZ300737,科顺股份,20250327 +95,7388,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.45135499277396796,2,3,216.89799129252646,none,,,0,119,SZ300737,科顺股份,20250328 +95,7391,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.44881376946780616,2,3,215.89799129252637,none,,,0,119,SZ300737,科顺股份,20250331 +95,7392,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.44624889565387665,3,3,214.89799129252626,none,,,0,119,SZ300737,科顺股份,20250401 +95,7393,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.4436600396248886,3,3,213.8979912925263,none,,,0,119,SZ300737,科顺股份,20250402 +95,7394,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.4410468634413207,3,3,212.89799129252637,none,,,0,119,SZ300737,科顺股份,20250403 +95,7398,True,0.0,0.6117720549680381,-0.011872122501858963,-0.006264235848059003,0.4384090227843651,3,3,211.89799129252643,down,False,,0,119,SZ300737,科顺股份,20250407 +95,7399,True,0.0,0.2916242908065013,-0.011872122501858963,-0.006264235848059003,0.4357461668046861,3,3,210.89799129252648,down,False,,0,119,SZ300737,科顺股份,20250408 +95,7400,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.4330579379668551,3,3,209.8979912925264,none,,,0,119,SZ300737,科顺股份,20250409 +95,7401,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.43034397188931967,3,3,208.89799129252629,none,,,0,119,SZ300737,科顺股份,20250410 +95,7402,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.4276038971797516,3,3,207.89799129252634,none,,,0,119,SZ300737,科顺股份,20250411 +95,7405,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.4248373352656201,3,3,206.8979912925264,none,,,0,119,SZ300737,科顺股份,20250414 +95,7406,True,0.0,0.0,-0.011872122501858963,-0.006264235848059003,0.4220439002198295,3,3,205.8979912925263,none,,,0,119,SZ300737,科顺股份,20250415 +95,7415,True,0.0,0.0,-0.009811717886713676,-0.006264235848059003,0.5993201673569007,2,3,296.99523236548265,none,,,0,119,SZ300737,科顺股份,20250424 +95,7416,True,0.0,0.0,-0.009811717886713676,-0.006264235848059003,0.5979664974702577,2,3,295.9952323654827,none,,,0,119,SZ300737,科顺股份,20250425 +95,7419,True,0.0,0.0,-0.009811717886713676,-0.006264235848059003,0.5966036500123312,2,3,294.9952323654827,none,,,0,119,SZ300737,科顺股份,20250428 +95,7420,True,0.0,0.0,-0.009811717886713676,-0.006264235848059003,0.5952315313329161,2,3,293.99523236548276,none,,,0,119,SZ300737,科顺股份,20250429 +95,7427,True,0.0,0.0,-0.009811717886713676,-0.0046329046208291565,0.5993443719025858,2,3,297.0131745436674,none,,,0,119,SZ300737,科顺股份,20250506 +95,7428,True,0.0,0.0,-0.009811717886713676,-0.0046329046208291565,0.5979908658340972,2,3,296.01317454366733,none,,,0,119,SZ300737,科顺股份,20250507 +95,7429,True,0.0,0.0,-0.009811717886713676,-0.0046329046208291565,0.5966281838630711,2,3,295.01317454366745,none,,,0,119,SZ300737,科顺股份,20250508 +95,7430,True,0.0,0.0,-0.009811717886713676,-0.0046329046208291565,0.595256232362044,2,3,294.0131745436674,none,,,0,119,SZ300737,科顺股份,20250509 +95,7433,True,0.0,0.0,-0.009811717886713676,-0.0046329046208291565,0.5938749164254199,2,3,293.01317454366733,none,,,0,119,SZ300737,科顺股份,20250512 +95,7434,True,0.0,0.0,-0.009811717886713676,-0.0046329046208291565,0.5924841398475851,2,3,292.0131745436675,none,,,0,119,SZ300737,科顺股份,20250513 +95,7435,True,0.0,0.0,-0.009811717886713676,-0.0046329046208291565,0.5910838051005707,2,3,291.01317454366745,none,,,0,119,SZ300737,科顺股份,20250514 +95,7436,True,0.0,0.0,-0.009811717886713676,-0.0046329046208291565,0.5896738133112568,2,3,290.0131745436674,none,,,0,119,SZ300737,科顺股份,20250515 +95,7437,True,0.0,0.0,-0.009811717886713676,-0.0046329046208291565,0.5882540642380992,2,3,289.0131745436675,none,,,0,119,SZ300737,科顺股份,20250516 +95,7440,True,0.0,0.0,-0.009811717886713676,-0.0046329046208291565,0.5868244562473734,2,3,288.01317454366745,none,,,0,119,SZ300737,科顺股份,20250519 +95,7441,True,0.18346542776534155,0.0,-0.009811717886713676,-0.0046329046208291565,0.5853848862889227,2,3,287.0131745436674,up,False,,0,119,SZ300737,科顺股份,20250520 +95,7569,True,0.3503258322909355,0.0,-0.018339440693028664,0.004925497617837058,0.08374160309661956,2,2,129.87602667782002,none,,,0,119,SZ300737,科顺股份,20250925 +95,7570,True,0.0,0.0,-0.018339440693028664,0.004925497617837058,0.07663199225181976,2,2,128.87602667782002,none,,,0,119,SZ300737,科顺股份,20250926 +95,7573,True,0.0,0.0,-0.018339440693028664,0.004925497617837058,0.06941118604023318,2,2,127.87602667782002,none,,,0,119,SZ300737,科顺股份,20250929 +95,7574,True,0.0,0.0,-0.018339440693028664,0.004925497617837058,0.06207655523308446,2,2,126.87602667782,none,,,0,119,SZ300737,科顺股份,20250930 +95,7583,True,0.0,0.0,-0.018339440693028664,0.004925497617837058,0.054625387051810616,2,2,125.87602667782,none,,,0,119,SZ300737,科顺股份,20251009 +95,7584,True,0.0,0.0,-0.018339440693028664,0.004925497617837058,0.04705488182275481,2,2,124.87602667782004,none,,,0,119,SZ300737,科顺股份,20251010 +95,7587,True,0.25409197007160456,0.0,-0.018339440693028664,0.004925497617837058,0.03936214946982195,2,2,123.87602667782001,none,,,0,119,SZ300737,科顺股份,20251013 +95,7588,True,0.253078091366614,0.0,-0.018339440693028664,0.004925497617837058,0.03154420583587782,2,2,122.87602667782001,none,,,0,119,SZ300737,科顺股份,20251014 +95,7589,True,0.49876230470865657,0.0,-0.018339440693028664,0.004925497617837058,0.023597968823046753,2,2,121.87602667782001,up,False,,0,119,SZ300737,科顺股份,20251015 +95,7590,True,0.39189806833202745,0.0,-0.018339440693028664,0.004925497617837058,0.015520254341419201,2,2,120.87602667781998,up,False,,0,119,SZ300737,科顺股份,20251016 +95,7591,True,0.2500986979432132,0.0,-0.018339440693028664,0.004925497617837058,0.007307772054994773,2,2,119.87602667782002,none,,,0,119,SZ300737,科顺股份,20251017 +95,7646,True,0.0,0.0,-0.007328191081029324,0.0035600311168097606,0.16579655984358346,4,3,142.6510540134994,none,,,0,119,SZ300737,科顺股份,20251211 +95,7647,True,0.0,0.0,-0.007328191081029324,0.0035600311168097606,0.15990741594722438,4,3,141.6510540134994,none,,,0,119,SZ300737,科顺股份,20251212 +95,7650,True,0.48575525923888574,0.0,-0.007328191081029324,0.0035600311168097606,0.1539345308526544,4,3,140.65105401349936,up,True,,0,119,SZ300737,科顺股份,20251215 +95,7651,True,0.0,0.0,-0.007328191081029324,0.0035600311168097606,0.14787610562182463,4,3,139.65105401349936,none,,,0,119,SZ300737,科顺股份,20251216 +95,7652,True,0.0,0.0,-0.007328191081029324,0.0035600311168097606,0.14173028941839963,4,3,138.65105401349942,none,,,0,119,SZ300737,科顺股份,20251217 +95,7653,True,0.29474155062266416,0.0,-0.007328191081029324,0.0035600311168097606,0.13549517762261656,4,3,137.65105401349948,up,False,,0,119,SZ300737,科顺股份,20251218 +95,7654,True,0.49199833066262977,0.0,-0.007328191081029324,0.0035600311168097606,0.12916880986337487,4,3,136.65105401349948,up,False,,0,119,SZ300737,科顺股份,20251219 +95,7657,True,0.5613154046942528,0.0,-0.007328191081029324,0.0035600311168097606,0.12274916796328336,4,3,135.65105401349945,up,False,,0,119,SZ300737,科顺股份,20251222 +95,7658,True,0.3196476797970919,0.0,-0.007328191081029324,0.0035600311168097606,0.1162341737921365,4,3,134.65105401349945,up,False,,0,119,SZ300737,科顺股份,20251223 +95,7659,True,0.34028034191051326,0.0,-0.0024124546471010477,0.0035600311168097606,0.2808074362418011,3,3,165.4633348517341,up,False,,0,119,SZ300737,科顺股份,20251224 +95,7660,True,0.2314592085180175,0.0,-0.0024124546471010477,0.0035600311168097606,0.27643447028919804,3,3,164.4633348517341,up,False,,0,119,SZ300737,科顺股份,20251225 +95,7661,True,0.6060355527256469,0.0,-0.0024124546471010477,0.0035600311168097606,0.2720080003999896,3,3,163.46333485173412,up,True,,0,119,SZ300737,科顺股份,20251226 +95,7664,True,0.3302033493246665,0.0,-0.0024124546471010477,0.0035600311168097606,0.26752703858627036,3,3,162.46333485173398,up,False,,0,119,SZ300737,科顺股份,20251229 +95,7665,True,0.0,0.0,-0.0024124546471010477,0.0035600311168097606,0.2629905723842913,3,3,161.46333485173398,none,,,0,119,SZ300737,科顺股份,20251230 +95,7666,True,0.3792043055082712,0.0,-0.0024124546471010477,0.0035600311168097606,0.2583975640917945,3,3,160.46333485173398,up,False,,0,119,SZ300737,科顺股份,20251231 +95,7671,True,0.4521599107163212,0.0,-0.0024124546471010477,0.0025562212896898602,0.3518456009915202,3,4,183.59822934480036,up,False,,0,119,SZ300737,科顺股份,20260105 +95,7672,True,0.49394578025171565,0.0,-0.0024124546471010477,0.0025562212896898602,0.348295980596327,3,4,182.59822934480036,up,False,,0,119,SZ300737,科顺股份,20260106 +95,7673,True,0.47716973300400756,0.0,-0.0024124546471010477,0.0025562212896898602,0.34470726708433413,3,4,181.5982293448004,up,False,,0,119,SZ300737,科顺股份,20260107 +95,7674,True,0.6559442357063624,0.0,-0.0024124546471010477,0.0025562212896898602,0.3410788110618525,3,4,180.5982293448004,up,False,,0,119,SZ300737,科顺股份,20260108 +95,7675,True,0.5620169923271067,0.0,-0.0024124546471010477,0.0025562212896898602,0.3374099486719393,3,4,179.59822934480042,up,False,,0,119,SZ300737,科顺股份,20260109 +95,7678,True,0.6259922677343164,0.0,-0.0024124546471010477,0.0025562212896898602,0.3337000011894877,3,4,178.59822934480042,up,False,,0,119,SZ300737,科顺股份,20260112 +95,7679,True,0.3587278773973539,0.0,-0.0024124546471010477,0.0025562212896898602,0.3299482746026363,3,4,177.59822934480025,up,False,,0,119,SZ300737,科顺股份,20260113 +95,7680,True,0.31544006724971907,0.0,-0.0024124546471010477,0.0025562212896898602,0.3261540591799601,3,4,176.59822934480027,up,False,,0,119,SZ300737,科顺股份,20260114 +95,7681,True,0.2224662496602218,0.0,-0.0024124546471010477,0.0025562212896898602,0.3223166290228662,3,4,175.59822934480027,up,False,,0,119,SZ300737,科顺股份,20260115 +95,7682,True,0.0,0.0,-0.0024124546471010477,0.0025562212896898602,0.3184352416026145,3,4,174.59822934480027,none,,,0,119,SZ300737,科顺股份,20260116 +95,7685,True,0.31414053443450285,0.0,-0.0024124546471010477,0.0025562212896898602,0.31450913728133334,3,4,173.5982293448003,up,False,,0,119,SZ300737,科顺股份,20260119 +95,7686,True,0.7730772471068577,0.0,-0.0024124546471010477,0.0025562212896898602,0.31053753881638474,3,4,172.5982293448003,up,True,,0,119,SZ300737,科顺股份,20260120 +96,7315,True,0.0,0.0,0.037183471379306395,0.08010149866166777,0.40982799020419103,3,2,201.63612984826625,none,,,0,119,SZ300790,宇瞳光学,20250114 +96,7316,True,0.0,0.0,0.037183471379306395,0.08010149866166777,0.4068864860481745,3,2,200.63612984826628,none,,,0,119,SZ300790,宇瞳光学,20250115 +96,7317,True,0.0,0.0,0.037183471379306395,0.08010149866166777,0.40391551323677694,3,2,199.63612984826634,none,,,0,119,SZ300790,宇瞳光学,20250116 +96,7318,True,0.0,0.0,0.037183471379306395,0.08010149866166777,0.4009146267051141,3,2,198.63612984826628,none,,,0,119,SZ300790,宇瞳光学,20250117 +96,7321,True,0.0,0.0,0.037183471379306395,0.08010149866166777,0.3978833723805391,3,2,197.63612984826634,none,,,0,119,SZ300790,宇瞳光学,20250120 +96,7322,True,0.0,0.0,0.037183471379306395,0.08010149866166777,0.3948212869535927,3,2,196.63612984826625,none,,,0,119,SZ300790,宇瞳光学,20250121 +96,7323,True,0.0,0.0,0.037183471379306395,0.08010149866166777,0.3917278976419368,3,2,195.6361298482663,none,,,0,119,SZ300790,宇瞳光学,20250122 +96,7324,True,0.0,0.0,0.037183471379306395,0.08010149866166777,0.3886027219470015,3,2,194.6361298482663,none,,,0,119,SZ300790,宇瞳光学,20250123 +96,7325,True,0.0,0.0,0.037183471379306395,0.08010149866166777,0.3854452674030992,3,2,193.63612984826628,none,,,0,119,SZ300790,宇瞳光学,20250124 +96,7328,True,0.0,0.0,0.037183471379306395,0.08010149866166777,0.38225503131872135,3,3,192.6361298482663,none,,,0,119,SZ300790,宇瞳光学,20250127 +96,7337,True,0.0,0.0,0.037183471379306395,0.08010149866166777,0.37903150050973283,3,3,191.63612984826634,none,,,0,119,SZ300790,宇瞳光学,20250205 +96,7338,True,0.8443800153958326,0.0,0.037183471379306395,0.08010149866166777,0.37577415102417316,3,3,190.6361298482663,up,True,,0,119,SZ300790,宇瞳光学,20250206 +96,7339,True,0.906743261576474,0.0,0.037183471379306395,0.08010149866166777,0.3724824478583509,3,3,189.6361298482663,up,True,,0,119,SZ300790,宇瞳光学,20250207 +96,7342,True,0.9077033621422014,0.0,0.037183471379306395,0.08010149866166777,0.36915584466390233,3,3,188.6361298482663,up,True,,0,119,SZ300790,宇瞳光学,20250210 +96,7343,True,0.9084656739385923,0.0,0.037183471379306395,0.08010149866166777,0.3657937834454886,3,3,187.6361298482663,up,True,,0,119,SZ300790,宇瞳光学,20250211 +96,7344,True,0.8835427593848035,0.0,0.037183471379306395,0.08010149866166777,0.3623956942487717,3,3,186.63612984826634,up,True,,0,119,SZ300790,宇瞳光学,20250212 +96,7345,True,0.8309432836373134,0.0,0.037183471379306395,0.08010149866166777,0.35896099483830424,3,3,185.63612984826628,up,False,,0,119,SZ300790,宇瞳光学,20250213 +96,7346,True,0.8290956083575902,0.0,0.037183471379306395,0.08010149866166777,0.35548909036495707,3,3,184.63612984826634,up,False,,0,119,SZ300790,宇瞳光学,20250214 +96,7349,True,0.7748468936947632,0.0,0.037183471379306395,0.08010149866166777,0.35197937302247345,3,3,183.63612984826628,up,False,,0,119,SZ300790,宇瞳光学,20250217 +96,7350,True,0.8032042878320822,0.0,0.037183471379306395,0.08010149866166777,0.3484312216927453,3,3,182.63612984826628,up,False,,0,119,SZ300790,宇瞳光学,20250218 +96,7351,True,0.824469615729542,0.0,0.037183471379306395,0.08010149866166777,0.3448440015793709,3,3,181.6361298482663,up,False,,0,119,SZ300790,宇瞳光学,20250219 +96,7352,True,0.879911078255668,0.0,0.037183471379306395,0.08010149866166777,0.34121706382903805,3,3,180.63612984826628,up,True,,0,119,SZ300790,宇瞳光学,20250220 +96,7353,True,0.8155143859745608,0.0,0.037183471379306395,0.08010149866166777,0.3375497451402674,3,3,179.6361298482663,up,False,,0,119,SZ300790,宇瞳光学,20250221 +96,7356,True,0.7685806751194775,0.0,0.037183471379306395,0.08010149866166777,0.333841367359007,3,3,178.63612984826636,up,False,,0,119,SZ300790,宇瞳光学,20250224 +96,7357,True,0.7661401233456764,0.0,0.037183471379306395,0.08010149866166777,0.3300912370605705,3,3,177.6361298482663,up,False,,0,119,SZ300790,宇瞳光学,20250225 +96,7358,True,0.767024615422389,0.0,0.037183471379306395,0.08010149866166777,0.32629864511737683,3,3,176.63612984826634,up,False,,0,119,SZ300790,宇瞳光学,20250226 +96,7359,True,0.7674919904765549,0.0,0.037183471379306395,0.08010149866166777,0.3224628662519196,3,3,175.63612984826625,up,False,,0,119,SZ300790,宇瞳光学,20250227 +96,7360,True,0.7413473405156618,0.0,0.037183471379306395,0.08091571416410652,0.31007770961206266,3,2,172.48319362617974,up,False,,0,119,SZ300790,宇瞳光学,20250228 +96,7363,True,0.7511558654112641,0.0,0.037183471379306395,0.08091571416410652,0.30605444484891686,3,2,171.48319362617977,up,False,,0,119,SZ300790,宇瞳光学,20250303 +96,7364,True,0.7602548080676454,0.0,0.037183471379306395,0.08091571416410652,0.30198398171181334,3,2,170.48319362617977,up,False,,0,119,SZ300790,宇瞳光学,20250304 +96,7365,True,0.7616092955677727,0.0,0.037183471379306395,0.08091571416410652,0.297865484748464,3,2,169.4831936261798,up,False,,0,119,SZ300790,宇瞳光学,20250305 +96,7366,True,0.7719890303578061,0.0,0.037183471379306395,0.08091571416410652,0.29369809867190716,3,2,168.48319362617974,up,False,,0,119,SZ300790,宇瞳光学,20250306 +96,7367,True,0.7699664093769396,0.0,0.037183471379306395,0.08091571416410652,0.2894809477683692,3,2,167.48319362617977,up,False,,0,119,SZ300790,宇瞳光学,20250307 +96,7370,True,0.7651467693166113,0.0,0.037183471379306395,0.08091571416410652,0.2852131352837829,3,2,166.4831936261798,up,False,,0,119,SZ300790,宇瞳光学,20250310 +96,7371,True,0.75871808654733,0.0,0.037183471379306395,0.08091571416410652,0.28089374278806556,3,2,165.48319362617974,up,False,,0,119,SZ300790,宇瞳光学,20250311 +96,7372,True,0.7753324895479298,0.0,0.037183471379306395,0.08091571416410652,0.2765218295162074,3,2,164.4831936261798,up,False,,0,119,SZ300790,宇瞳光学,20250312 +96,7456,True,0.7603869913077342,0.0,-0.21454094364362128,-0.007775123765917336,0.0549009554326602,2,2,125.91272913039228,up,False,,0,119,SZ300790,宇瞳光学,20250604 +96,7457,True,0.9009694529842976,0.0,-0.21454094364362128,-0.007775123765917336,0.04733488069274472,2,2,124.91272913039225,up,True,,0,119,SZ300790,宇瞳光学,20250605 +96,7458,True,0.8266929480834897,0.0,-0.21454094364362128,-0.007775123765917336,0.03964668654196649,2,2,123.91272913039225,up,False,,0,119,SZ300790,宇瞳光学,20250606 +96,7461,True,0.8340596850413842,0.0,-0.21454094364362128,-0.007775123765917336,0.03183339234328969,2,2,122.91272913039226,up,False,,0,119,SZ300790,宇瞳光学,20250609 +96,7462,True,0.8380941723087489,0.0,-0.21454094364362128,-0.007775123765917336,0.0238919196639173,2,2,121.91272913039224,up,False,,0,119,SZ300790,宇瞳光学,20250610 +96,7463,True,0.8498292259526719,0.0,-0.21454094364362128,-0.007775123765917336,0.015819088231228018,2,2,120.91272913039225,up,False,,0,119,SZ300790,宇瞳光学,20250611 +96,7464,True,0.8924180238301567,0.0,-0.21454094364362128,-0.007775123765917336,0.007611611686360344,2,2,119.91272913039225,up,False,,0,119,SZ300790,宇瞳光学,20250612 +97,7657,True,0.0,0.0,-0.11143918064974515,0.05865858335614223,0.36553899251746674,2,2,187.56077772561324,none,,,0,119,SZ300841,康华生物,20251222 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+102,7637,True,0.0,0.0,-0.05739777285623909,-0.004849302852758613,0.23702128884289225,2,2,155.96765448347645,none,,,0,119,SZ301107,瑜欣电子,20251202 +102,7638,True,0.0,0.0,-0.05739777285623909,-0.004849302852758613,0.23209781811153138,2,2,154.96765448347654,none,,,0,119,SZ301107,瑜欣电子,20251203 +102,7639,True,0.0,0.0,-0.05739777285623909,-0.004849302852758613,0.22711039276908118,2,2,153.96765448347648,none,,,0,119,SZ301107,瑜欣电子,20251204 +102,7640,True,0.0,0.0,-0.05739777285623909,-0.004849302852758613,0.22205775853839557,2,2,152.9676544834765,none,,,0,119,SZ301107,瑜欣电子,20251205 +102,7643,True,0.0,0.0,-0.05739777285623909,-0.004849302852758613,0.21693862812800863,2,2,151.9676544834766,none,,,0,119,SZ301107,瑜欣电子,20251208 +102,7644,True,0.0,0.0,-0.05739777285623909,-0.004849302852758613,0.21175168013871112,2,2,150.96765448347654,none,,,0,119,SZ301107,瑜欣电子,20251209 +102,7645,True,0.0,0.0,-0.05739777285623909,-0.004849302852758613,0.20649555792638316,2,2,149.9676544834765,none,,,0,119,SZ301107,瑜欣电子,20251210 +102,7646,True,0.0,0.0,-0.05739777285623909,-0.004849302852758613,0.20116886841901985,2,2,148.96765448347645,none,,,0,119,SZ301107,瑜欣电子,20251211 +102,7675,True,0.5512597176215058,0.0,-0.05739777285623909,-0.020481746954441108,0.2523842055216578,3,3,159.17266713584303,up,False,,0,119,SZ301107,瑜欣电子,20260109 +102,7678,True,0.6096493142392195,0.0,-0.05739777285623909,-0.020481746954441108,0.24765762533548458,3,3,158.17266713584291,up,False,,0,119,SZ301107,瑜欣电子,20260112 +102,7679,True,0.556890200532315,0.0,-0.05739777285623909,-0.020481746954441108,0.24287090008373133,3,3,157.17266713584286,up,False,,0,119,SZ301107,瑜欣电子,20260113 +102,7680,True,0.616454602929328,0.0,-0.05739777285623909,-0.020481746954441108,0.23802287440931813,3,3,156.172667135843,up,True,,0,119,SZ301107,瑜欣电子,20260114 +102,7681,True,0.7683522541727026,0.0,-0.05739777285623909,-0.020481746954441108,0.23311236317267323,3,3,155.17266713584297,up,True,,0,119,SZ301107,瑜欣电子,20260115 +102,7682,True,0.7849649703906301,0.0,-0.05739777285623909,-0.020481746954441108,0.2281381504858573,3,3,154.17266713584291,up,True,,0,119,SZ301107,瑜欣电子,20260116 +102,7685,True,0.7995578467487527,0.0,-0.05739777285623909,-0.020481746954441108,0.22309898870884462,3,3,153.17266713584308,up,False,,0,119,SZ301107,瑜欣电子,20260119 +102,7686,True,0.7870862674351012,0.0,-0.05775429965399478,-0.020481746954441108,0.21303830577417068,2,3,151.21447571481337,up,False,,0,119,SZ301107,瑜欣电子,20260120 +103,7198,True,0.28892459981214147,0.0,-0.1403384727925813,0.03013899825173903,0.09913733364081659,2,2,132.09560618261148,none,,,0,119,SZ301169,零点有数,20240919 +103,7199,True,0.5985016453554112,0.0,-0.1403384727925813,0.03013899825173903,0.0922655345577544,2,2,131.0956061826115,up,True,,0,119,SZ301169,零点有数,20240920 +103,7202,True,0.6089608558014514,0.0,-0.1403384727925813,0.03013899825173903,0.08528809318153979,2,2,130.09560618261148,up,False,,0,119,SZ301169,零点有数,20240923 +103,7203,True,0.8252686571492462,0.0,-0.1403384727925813,0.03013899825173903,0.07820255453412381,2,2,129.09560618261145,up,True,,0,119,SZ301169,零点有数,20240924 +103,7204,True,0.9316194683410841,0.0,-0.1403384727925813,0.03013899825173903,0.07100638697665317,2,2,128.09560618261148,up,True,,0,119,SZ301169,零点有数,20240925 +103,7205,True,0.9036196968740094,0.0,-0.1403384727925813,0.03013899825173903,0.06369697919359768,2,2,127.09560618261149,up,True,,0,119,SZ301169,零点有数,20240926 +103,7206,True,0.9859160815352882,0.0,-0.1403384727925813,0.03013899825173903,0.0562716370333762,2,2,126.09560618261146,up,True,,0,119,SZ301169,零点有数,20240927 +103,7209,True,0.9878181016237372,0.0,-0.1403384727925813,0.03013899825173903,0.0487275801974472,2,2,125.09560618261148,up,True,,0,119,SZ301169,零点有数,20240930 +103,7217,True,0.9897345153075509,0.0,-0.1403384727925813,0.03013899825173903,0.04106193876931535,2,2,124.09560618261148,up,True,,0,119,SZ301169,零点有数,20241008 +103,7218,True,0.9916820619060959,0.0,-0.1403384727925813,0.03013899825173903,0.033271749574356635,2,2,123.09560618261148,up,True,,0,119,SZ301169,零点有数,20241009 +103,7219,True,0.979114654741662,0.0,-0.1403384727925813,0.03013899825173903,0.02535395236075543,2,2,122.09560618261149,up,True,,0,119,SZ301169,零点有数,20241010 +103,7220,True,0.8768506134035633,0.0,-0.1403384727925813,0.03013899825173903,0.017305385791217702,2,2,121.09560618261146,up,False,,0,119,SZ301169,零点有数,20241011 +103,7223,True,0.866292922428331,0.0,-0.1403384727925813,0.03013899825173903,0.009122783234430467,2,2,120.0956061826115,up,False,,0,119,SZ301169,零点有数,20241014 +103,7224,True,0.857544109876567,0.0,-0.1403384727925813,0.03013899825173903,0.0008027683444918042,2,2,119.09560618261148,up,False,,0,119,SZ301169,零点有数,20241015 +103,7436,True,0.0,0.0,-0.08645386193660853,-0.02009227067487803,0.5988465601940193,3,2,296.64459578747426,none,,,0,119,SZ301169,零点有数,20250515 +103,7437,True,0.0,0.0,-0.08645386193660853,-0.02009227067487803,0.5974896828976916,3,2,295.64459578747426,none,,,0,119,SZ301169,零点有数,20250516 +103,7440,True,0.0,0.0,-0.08645386193660853,-0.02009227067487803,0.5961235953370949,3,2,294.6445957874742,none,,,0,119,SZ301169,零点有数,20250519 +103,7441,True,0.0,0.0,-0.08645386193660853,-0.02009227067487803,0.5947482034161921,3,2,293.6445957874743,none,,,0,119,SZ301169,零点有数,20250520 +103,7442,True,0.0,0.0,-0.08645386193660853,-0.02009227067487803,0.5933634117527978,3,2,292.6445957874742,none,,,0,119,SZ301169,零点有数,20250521 +103,7443,True,0.0,0.0,-0.08645386193660853,-0.02009227067487803,0.5919691236565305,3,2,291.64459578747426,none,,,0,119,SZ301169,零点有数,20250522 +103,7449,True,0.0,0.0,-0.136419798768438,-0.02009227067487803,0.2987269662756209,3,2,169.6913959004026,none,,,0,119,SZ301169,零点有数,20250528 +103,7450,True,0.46636705204552553,0.0,-0.136419798768438,-0.02009227067487803,0.29456983051904406,3,2,168.69139590040263,up,True,,0,119,SZ301169,零点有数,20250529 +103,7451,True,0.35622680746511676,0.0,-0.136419798768438,-0.02009227067487803,0.2903631139746851,3,2,167.69139590040265,up,False,,0,119,SZ301169,零点有数,20250530 +103,7455,True,0.25770263359757756,0.0,-0.136419798768438,-0.02009227067487803,0.2861059243207609,3,2,166.69139590040257,up,False,,0,119,SZ301169,零点有数,20250603 +103,7456,True,0.4125604094157013,0.0,-0.136419798768438,-0.02009227067487803,0.28179734769371384,3,2,165.6913959004026,up,False,,0,119,SZ301169,零点有数,20250604 +103,7457,True,0.8469138401303641,0.0,-0.136419798768438,-0.02009227067487803,0.27743644803420436,3,2,164.69139590040263,up,True,,0,119,SZ301169,零点有数,20250605 +103,7458,True,0.862200449999809,0.0,-0.136419798768438,-0.02009227067487803,0.273022266409133,3,2,163.69139590040265,up,True,,0,119,SZ301169,零点有数,20250606 +103,7461,True,0.8522332524348785,0.0,-0.136419798768438,-0.02009227067487803,0.2685538203086645,3,2,162.69139590040257,up,True,,0,119,SZ301169,零点有数,20250609 +103,7462,True,0.7847853499449973,0.0,-0.136419798768438,-0.02009227067487803,0.2640301029171602,3,2,161.6913959004026,up,True,,0,119,SZ301169,零点有数,20250610 +103,7463,True,0.7472139281013706,0.0,-0.136419798768438,-0.02009227067487803,0.2594500823568868,3,2,160.69139590040263,up,False,,0,119,SZ301169,零点有数,20250611 +103,7464,True,0.7110950970638019,0.0,-0.136419798768438,-0.02009227067487803,0.2548127009033181,3,2,159.69139590040265,up,False,,0,119,SZ301169,零点有数,20250612 +103,7465,True,0.7385867779118973,0.0,-0.136419798768438,-0.02009227067487803,0.2501168741707557,3,2,158.69139590040254,up,False,,0,119,SZ301169,零点有数,20250613 +103,7468,True,0.8505282562869896,0.0,-0.136419798768438,-0.02009227067487803,0.24536149026697626,3,2,157.69139590040257,up,True,,0,119,SZ301169,零点有数,20250616 +103,7491,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.2502489912163398,3,2,158.71935963521636,none,,,0,119,SZ301169,零点有数,20250709 +103,7492,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.24549528811662047,3,2,157.7193596352164,none,,,0,119,SZ301169,零点有数,20250710 +103,7493,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.2406809198494224,3,2,156.71935963521636,none,,,0,119,SZ301169,零点有数,20250711 +103,7496,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.23580471767437294,3,2,155.71935963521636,none,,,0,119,SZ301169,零点有数,20250714 +103,7497,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.2308654826353491,3,2,154.7193596352164,none,,,0,119,SZ301169,零点有数,20250715 +103,7498,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.2258619845776558,3,2,153.71935963521636,none,,,0,119,SZ301169,零点有数,20250716 +103,7499,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.220792961126592,3,2,152.71935963521634,none,,,0,119,SZ301169,零点有数,20250717 +103,7500,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.2156571166256206,3,2,151.71935963521636,none,,,0,119,SZ301169,零点有数,20250718 +103,7503,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.2104531210322693,3,2,150.71935963521636,none,,,0,119,SZ301169,零点有数,20250721 +103,7504,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.2051796087697841,2,2,149.71935963521634,none,,,0,119,SZ301169,零点有数,20250722 +103,7505,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.19983517753245367,2,2,148.71935963521634,none,,,0,119,SZ301169,零点有数,20250723 +103,7506,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.1944183870424091,2,2,147.71935963521634,none,,,0,119,SZ301169,零点有数,20250724 +103,7507,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.18892775775558251,2,2,146.71935963521634,none,,,0,119,SZ301169,零点有数,20250725 +103,7510,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.1833617695143851,2,2,145.71935963521634,none,,,0,119,SZ301169,零点有数,20250728 +103,7511,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.1777188601445256,2,2,144.71935963521634,none,,,0,119,SZ301169,零点有数,20250729 +103,7512,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.1719974239932476,2,2,143.71935963521636,none,,,0,119,SZ301169,零点有数,20250730 +103,7513,True,0.0,0.0,-0.028856246329396658,0.11159417463899313,0.16619581040611336,2,2,142.7193596352164,none,,,0,119,SZ301169,零点有数,20250731 +103,7514,True,0.0,0.0,-0.01120039585328262,0.11159417463899313,0.25125703136375876,3,2,158.9330450965655,none,,,0,119,SZ301169,零点有数,20250801 +103,7517,True,0.0,0.0,-0.01120039585328262,0.11159417463899313,0.24651614279177955,3,2,157.93304509656554,none,,,0,119,SZ301169,零点有数,20250804 +103,7518,True,0.0,0.0,-0.01120039585328262,0.11159417463899313,0.24171483496814958,3,2,156.93304509656554,none,,,0,119,SZ301169,零点有数,20250805 +103,7519,True,0.42327568130552207,0.0,-0.01120039585328262,0.11159417463899313,0.23685194548528052,3,2,155.93304509656554,up,True,,0,119,SZ301169,零点有数,20250806 +103,7520,True,0.7344403499459803,0.0,-0.01120039585328262,0.11159417463899313,0.23192628192500475,3,2,154.93304509656554,up,True,,0,119,SZ301169,零点有数,20250807 +103,7521,True,0.45234673318692487,0.0,-0.01120039585328262,0.11159417463899313,0.22693662088378252,3,2,153.9330450965655,up,True,,0,119,SZ301169,零点有数,20250808 +103,7524,True,0.4764403848992222,0.0,-0.01120039585328262,0.11159417463899313,0.2218817069596657,3,2,152.93304509656554,up,False,,0,119,SZ301169,零点有数,20250811 +103,7525,True,0.6073747780517793,0.0,-0.01120039585328262,0.11159417463899313,0.21676025169925267,3,2,151.9330450965655,up,False,,0,119,SZ301169,零点有数,20250812 +103,7526,True,0.32837520336192066,0.0,0.05630726773185929,0.11159417463899313,0.45415004492867705,3,2,218.0086283683051,up,False,,0,119,SZ301169,零点有数,20250813 +103,7527,True,0.0,0.0,0.05630726773185929,0.11159417463899313,0.4516347073627217,3,2,217.00862836830515,none,,,0,119,SZ301169,零点有数,20250814 +103,7528,True,0.0,0.0,0.05630726773185929,0.11159417463899313,0.44909608056443384,3,2,216.0086283683052,none,,,0,119,SZ301169,零点有数,20250815 +103,7531,True,0.0,0.0,0.05630726773185929,0.11159417463899313,0.4465338395808214,3,2,215.00862836830518,none,,,0,119,SZ301169,零点有数,20250818 +103,7532,True,0.39003397015404384,0.0,0.05630726773185929,0.11159417463899313,0.4439476533852503,3,2,214.0086283683052,up,False,,0,119,SZ301169,零点有数,20250819 +103,7533,True,0.48759355560992024,0.0,0.05630726773185929,0.11159417463899313,0.44133718473487565,3,2,213.0086283683052,up,False,,0,119,SZ301169,零点有数,20250820 +103,7534,True,0.4684037975339131,0.0,0.05630726773185929,0.11159417463899313,0.43870209002403815,3,3,212.00862836830512,up,False,,0,119,SZ301169,零点有数,20250821 +103,7535,True,0.4594145577388616,0.0,0.05630726773185929,0.11159417463899313,0.4360420191334953,3,3,211.00862836830524,up,False,,0,119,SZ301169,零点有数,20250822 +103,7538,True,0.7426365604319725,0.0,0.05630726773185929,0.11159417463899313,0.43335661527533836,3,3,210.00862836830515,up,True,,0,119,SZ301169,零点有数,20250825 +103,7539,True,0.6683043370356488,0.0,0.05630726773185929,0.11159417463899313,0.4306455148334649,3,3,209.00862836830512,up,False,,0,119,SZ301169,零点有数,20250826 +103,7540,True,0.5968513452234092,0.0,0.05630726773185929,0.11159417463899313,0.42790834719944576,3,3,208.00862836830518,up,False,,0,119,SZ301169,零点有数,20250827 +103,7541,True,0.5692656187961626,0.0,0.05630726773185929,0.11159417463899313,0.42514473460363306,3,3,207.00862836830515,up,False,,0,119,SZ301169,零点有数,20250828 +103,7542,True,0.4255150972797703,0.0,0.05630726773185929,0.11159417463899313,0.4223542919413545,3,3,206.0086283683052,up,False,,0,119,SZ301169,零点有数,20250829 +103,7545,True,0.3790061982519932,0.0,0.05630726773185929,0.11159417463899313,0.4195366265940164,3,3,205.00862836830524,up,False,,0,119,SZ301169,零点有数,20250901 +103,7546,True,0.0,0.0,0.05630726773185929,0.11159417463899313,0.4166913382449469,3,3,204.00862836830524,none,,,0,119,SZ301169,零点有数,20250902 +103,7547,True,0.0,0.0,0.05630726773185929,0.11159417463899313,0.41381801868979534,3,3,203.00862836830507,none,,,0,119,SZ301169,零点有数,20250903 +103,7548,True,0.0,0.0,0.05630726773185929,0.11159417463899313,0.41091625164130385,3,3,202.00862836830512,none,,,0,119,SZ301169,零点有数,20250904 +103,7549,True,0.0,0.0,0.05630726773185929,0.12525827776218837,0.3011936653916551,3,2,170.29038534216363,none,,,0,119,SZ301169,零点有数,20250905 +103,7552,True,0.0,0.0,0.05630726773185929,0.12525827776218837,0.2970658093814275,3,2,169.29038534216363,none,,,0,119,SZ301169,零点有数,20250908 +103,7553,True,0.0,0.0,0.05630726773185929,0.12525827776218837,0.2928888970213462,3,2,168.2903853421637,none,,,0,119,SZ301169,零点有数,20250909 +103,7554,True,0.0,0.0,0.05630726773185929,0.12525827776218837,0.28866204858930744,3,2,167.29038534216363,none,,,0,119,SZ301169,零点有数,20250910 +103,7555,True,0.2696075118124219,0.0,0.05630726773185929,0.12525827776218837,0.2843843632021037,3,2,166.2903853421637,up,False,,0,119,SZ301169,零点有数,20250911 +103,7556,True,0.0,0.0,0.05630726773185929,0.12525827776218837,0.28005491817530154,3,2,165.29038534216372,none,,,0,119,SZ301169,零点有数,20250912 +103,7559,True,0.0,0.0,0.05630726773185929,0.12525827776218837,0.2756727683597458,3,2,164.29038534216372,none,,,0,119,SZ301169,零点有数,20250915 +103,7560,True,0.0,0.0,0.05630726773185929,0.12525827776218837,0.27123694545368493,3,2,163.2903853421636,none,,,0,119,SZ301169,零点有数,20250916 +103,7650,True,0.7202299022916597,0.0,-0.13909181331786422,-0.00951061118769116,0.15835903236678137,2,3,141.39045576006154,up,False,,0,119,SZ301169,零点有数,20251215 +103,7651,True,0.6533739990572028,0.0,-0.13909181331786422,-0.00951061118769116,0.15236403104652338,2,3,140.39045576006157,up,False,,0,119,SZ301169,零点有数,20251216 +103,7652,True,0.8096892625757778,0.0,-0.13909181331786422,-0.00951061118769116,0.14628301234024613,2,3,139.3904557600616,up,False,,0,119,SZ301169,零点有数,20251217 +103,7653,True,0.7742428583506815,0.0,-0.13909181331786422,-0.00951061118769116,0.14011411158064513,2,3,138.3904557600616,up,False,,0,119,SZ301169,零点有数,20251218 +103,7654,True,0.7753726060279276,0.0,-0.13909181331786422,-0.00951061118769116,0.13385540981229904,2,3,137.39045576006157,up,False,,0,119,SZ301169,零点有数,20251219 +103,7657,True,0.7810978246412713,0.0,-0.13909181331786422,-0.00951061118769116,0.12750493180149605,2,3,136.3904557600616,up,False,,0,119,SZ301169,零点有数,20251222 +103,7658,True,0.8470348056704985,0.0,-0.13909181331786422,-0.00951061118769116,0.12106064395786287,2,3,135.39045576006157,up,False,,0,119,SZ301169,零点有数,20251223 +103,7659,True,0.8346634087654436,0.0,-0.13909181331786422,-0.00951061118769116,0.11452045216320633,2,3,134.39045576006163,up,False,,0,119,SZ301169,零点有数,20251224 +103,7660,True,0.8148928851813408,0.0,-0.13909181331786422,-0.00951061118769116,0.10788219950268928,2,3,133.3904557600616,up,False,,0,119,SZ301169,零点有数,20251225 +103,7661,True,0.8156890908667752,0.0,-0.13909181331786422,-0.00951061118769116,0.10114366389318762,2,3,132.39045576006157,up,False,,0,119,SZ301169,零点有数,20251226 +103,7664,True,0.8740241518992597,0.0,-0.13909181331786422,-0.00951061118769116,0.09430255560334178,2,3,131.3904557600616,up,False,,0,119,SZ301169,零点有数,20251229 +103,7665,True,0.8253939183299777,0.0,-0.13909181331786422,-0.00951061118769116,0.0873565146594912,2,3,130.39045576006154,up,False,,0,119,SZ301169,零点有数,20251230 +103,7666,True,0.8277852974291048,0.0,-0.13909181331786422,-0.00951061118769116,0.08030310813132453,2,3,129.39045576006157,up,False,,0,119,SZ301169,零点有数,20251231 +103,7671,True,0.8318396464181419,0.0,-0.13909181331786422,-0.00951061118769116,0.07313982729067241,2,3,128.3904557600616,up,False,,0,119,SZ301169,零点有数,20260105 +104,7288,True,0.0,0.0,-0.06918417843628888,0.11507682754624445,0.0476849331289041,2,2,124.95864461221183,none,,,0,119,SZ301225,恒勃股份,20241218 +104,7289,True,0.0,0.2556938312949052,-0.06918417843628888,0.11507682754624445,0.040002410704991415,2,2,123.9586446122118,none,,,0,119,SZ301225,恒勃股份,20241219 +104,7290,True,0.0,0.0,-0.06918417843628888,0.11507682754624445,0.03219492720252904,2,2,122.95864461221181,none,,,0,119,SZ301225,恒勃股份,20241220 +104,7293,True,0.0,0.5617938560367294,-0.06918417843628888,0.11507682754624445,0.024259408766137927,2,2,121.9586446122118,down,False,,0,119,SZ301225,恒勃股份,20241223 +104,7294,True,0.0,0.5004514056729339,-0.06918417843628888,0.11507682754624445,0.016192679890644556,2,2,120.95864461221181,down,False,,0,119,SZ301225,恒勃股份,20241224 +104,7295,True,0.0,0.707861254990374,-0.06918417843628888,0.11507682754624445,0.007991459184211425,2,2,119.95864461221183,down,False,,0,119,SZ301225,恒勃股份,20241225 +104,7328,True,0.0,0.0,-0.06918417843628888,0.033218059542551574,0.2102729119712568,3,2,150.68496674849888,none,,,0,119,SZ301225,恒勃股份,20250127 +104,7337,True,0.0,0.0,-0.06918417843628888,0.033218059542551574,0.20499698409965153,3,2,149.6849667484989,none,,,0,119,SZ301225,恒勃股份,20250205 +104,7338,True,0.4947663210020541,0.0,-0.06918417843628888,0.033218059542551574,0.19965008835567835,3,2,148.68496674849894,up,True,,0,119,SZ301225,恒勃股份,20250206 +104,7339,True,0.46395503764568524,0.0,-0.06918417843628888,0.033218059542551574,0.1942307831327755,3,2,147.68496674849885,up,True,,0,119,SZ301225,恒勃股份,20250207 +104,7342,True,0.41846416690068733,0.0,-0.06918417843628888,0.033218059542551574,0.1887375875127447,3,2,146.68496674849888,up,False,,0,119,SZ301225,恒勃股份,20250210 +104,7343,True,0.3618742821604168,0.0,-0.06918417843628888,0.033218059542551574,0.1831689799165487,3,2,145.68496674849888,up,False,,0,119,SZ301225,恒勃股份,20250211 +104,7344,True,0.39377324474867736,0.0,-0.06918417843628888,0.033218059542551574,0.17752339669916223,3,2,144.68496674849888,up,False,,0,119,SZ301225,恒勃股份,20250212 +104,7345,True,0.24853505115068758,0.0,-0.06918417843628888,0.033218059542551574,0.17179923068574438,3,2,143.68496674849888,none,,,0,119,SZ301225,恒勃股份,20250213 +104,7346,True,0.31167695239285453,0.0,-0.06918417843628888,0.033218059542551574,0.1659948296462567,3,2,142.68496674849888,up,False,,0,119,SZ301225,恒勃股份,20250214 +104,7349,True,0.5683377287118596,0.0,-0.06918417843628888,0.033218059542551574,0.16010849470548477,3,2,141.68496674849882,up,False,,0,119,SZ301225,恒勃股份,20250217 +104,7350,True,0.3773322627474855,0.0,-0.06918417843628888,0.033218059542551574,0.1541384786852518,3,2,140.68496674849888,up,False,,0,119,SZ301225,恒勃股份,20250218 +104,7351,True,0.7839869120805432,0.0,-0.06918417843628888,0.033218059542551574,0.14808298437541884,3,2,139.68496674849888,up,True,,0,119,SZ301225,恒勃股份,20250219 +104,7352,True,0.8254773676095344,0.0,-0.06918417843628888,0.033218059542551574,0.14194016273008864,3,2,138.68496674849888,up,True,,0,119,SZ301225,恒勃股份,20250220 +104,7353,True,0.7390955438586251,0.0,-0.06918417843628888,0.033218059542551574,0.13570811098520008,3,2,137.68496674849888,up,False,,0,119,SZ301225,恒勃股份,20250221 +104,7356,True,0.7254032964065387,0.0,-0.06918417843628888,0.033218059542551574,0.12938487069349267,3,2,136.6849667484989,up,False,,0,119,SZ301225,恒勃股份,20250224 +104,7357,True,0.8030447427508911,0.0,-0.06918417843628888,0.033218059542551574,0.1229684256725771,3,2,135.6849667484989,up,False,,0,119,SZ301225,恒勃股份,20250225 +104,7358,True,0.9116738292610402,0.0,-0.06918417843628888,0.033218059542551574,0.11645669986159536,3,2,134.6849667484989,up,True,,0,119,SZ301225,恒勃股份,20250226 +104,7359,True,0.94088146582031,0.0,-0.06918417843628888,0.033218059542551574,0.10984755508168403,3,2,133.68496674849885,up,True,,0,119,SZ301225,恒勃股份,20250227 +104,7654,True,0.19393270085187297,0.0,-0.2088306969520007,0.1845490032401844,0.2341548974076738,2,3,155.38390151898113,none,,,0,119,SZ301225,恒勃股份,20251219 +104,7657,True,0.3831843988957606,0.0,-0.2088306969520007,0.1845490032401844,0.22919424351139867,2,3,154.38390151898116,up,False,,0,119,SZ301225,恒勃股份,20251222 +104,7658,True,0.4636680468830511,0.0,-0.2088306969520007,0.1845490032401844,0.2241689067657871,2,3,153.38390151898116,up,False,,0,119,SZ301225,恒勃股份,20251223 +104,7659,True,0.45682640930908414,0.0,-0.2088306969520007,0.1845490032401844,0.21907761375188842,2,3,152.38390151898116,up,False,,0,119,SZ301225,恒勃股份,20251224 +104,7660,True,0.8438523752160031,0.0,-0.2088306969520007,0.1845490032401844,0.21391905740334435,2,3,151.38390151898116,up,False,,0,119,SZ301225,恒勃股份,20251225 +104,7661,True,0.8349471243144719,0.0,-0.2088306969520007,0.1845490032401844,0.2086918958876722,2,3,150.38390151898113,up,False,,0,119,SZ301225,恒勃股份,20251226 +104,7664,True,0.9141627014932291,0.0,-0.2088306969520007,0.1845490032401844,0.2033947514426144,2,3,149.38390151898116,up,True,,0,119,SZ301225,恒勃股份,20251229 +104,7665,True,0.9504934410471132,0.0,-0.2088306969520007,0.1845490032401844,0.1980262091654354,2,3,148.38390151898113,up,True,,0,119,SZ301225,恒勃股份,20251230 +104,7666,True,0.943620584635319,0.0,-0.2088306969520007,0.1845490032401844,0.19258481575293115,2,3,147.38390151898113,up,True,,0,119,SZ301225,恒勃股份,20251231 +104,7671,True,0.8995434110123515,0.0,-0.2088306969520007,0.1845490032401844,0.18706907818979246,2,3,146.38390151898116,up,True,,0,119,SZ301225,恒勃股份,20260105 +104,7672,True,0.8663186368673723,0.0,-0.2088306969520007,0.1845490032401844,0.18147746238283805,2,3,145.38390151898113,up,False,,0,119,SZ301225,恒勃股份,20260106 +104,7673,True,0.8071696207303107,0.0,-0.2088306969520007,0.1845490032401844,0.17580839173849372,2,4,144.38390151898113,up,False,,0,119,SZ301225,恒勃股份,20260107 +104,7674,True,0.8074848904745713,0.0,-0.2088306969520007,0.1845490032401844,0.17006024568074143,2,4,143.38390151898113,up,False,,0,119,SZ301225,恒勃股份,20260108 +104,7675,True,0.8346921832352716,0.0,-0.2088306969520007,0.1845490032401844,0.1642313581066174,2,4,142.38390151898113,up,False,,0,119,SZ301225,恒勃股份,20260109 +104,7678,True,0.832902043367844,0.0,-0.2088306969520007,0.1845490032401844,0.158320015776167,2,4,141.38390151898113,up,False,,0,119,SZ301225,恒勃股份,20260112 +104,7679,True,0.8247307293703573,0.0,-0.2088306969520007,0.1845490032401844,0.15232445663358235,2,4,140.38390151898113,up,False,,0,119,SZ301225,恒勃股份,20260113 +104,7680,True,0.8134392629038526,0.0,-0.2088306969520007,0.1845490032401844,0.146242868056074,2,4,139.38390151898116,up,False,,0,119,SZ301225,恒勃股份,20260114 +104,7681,True,0.8149815678128318,0.0,-0.2088306969520007,0.1845490032401844,0.14007338502681532,2,4,138.38390151898116,up,False,,0,119,SZ301225,恒勃股份,20260115 +104,7682,True,0.856108359894436,0.0,-0.2088306969520007,0.1845490032401844,0.13381408822809707,2,4,137.38390151898113,up,False,,0,119,SZ301225,恒勃股份,20260116 +104,7685,True,0.8888195664523567,0.0,-0.2088306969520007,0.1845490032401844,0.12746300205058866,2,4,136.38390151898116,up,False,,0,119,SZ301225,恒勃股份,20260119 +104,7686,True,0.8234844229395258,0.0,-0.2088306969520007,0.1845490032401844,0.12101809251437537,2,4,135.38390151898113,up,False,,0,119,SZ301225,恒勃股份,20260120 +105,7188,True,0.0,0.34058775352771103,-0.020298321579241857,0.012726154383164356,0.2736072068211178,2,2,163.82321123978295,down,False,,0,119,SZ301290,东星医疗,20240909 +105,7189,True,0.0,0.2258674034051084,-0.020298321579241857,0.012726154383164356,0.2691459706887015,2,2,162.82321123978284,none,,,0,119,SZ301290,东星医疗,20240910 +105,7190,True,0.0,0.2963147868694627,-0.020298321579241857,0.012726154383164356,0.26462959739644076,2,2,161.82321123978295,down,False,,0,119,SZ301290,东星医疗,20240911 +105,7191,True,0.0,0.33649404356692925,-0.020298321579241857,0.012726154383164356,0.260057058414445,2,2,160.8232112397828,down,False,,0,119,SZ301290,东星医疗,20240912 +105,7192,True,0.0,0.5194482978470132,-0.020298321579241857,0.012726154383164356,0.2554272994711377,2,2,159.82321123978292,down,False,,0,119,SZ301290,东星医疗,20240913 +105,7596,True,0.0,0.0,-0.003990820367511286,0.02247137827472543,0.5349367047150501,2,2,255.87914850834912,none,,,0,119,SZ301290,东星医疗,20251022 +105,7597,True,0.0,0.0,-0.003990820367511286,0.02247137827472543,0.5331120623384309,2,2,254.87914850834918,none,,,0,119,SZ301290,东星医疗,20251023 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--- a/outputs/converging_triangles/report.md +++ b/outputs/converging_triangles/report.md @@ -3,42 +3,51 @@ ## 数据说明 - **股票池**：108 只个股（从万得全A按顺序索引，等距50取样） -- **检测窗口**：400 个交易日 +- **检测窗口**：120 个交易日 - **检测算法**：收敛三角形形态识别（基于枢轴点、趋势线拟合与收敛度判定） ## 20260120 当日统计 -- 生成时间：2026-01-22 09:21 -- 当日满足收敛三角形的个股：14 只 - - 向上突破：3 只 +- 生成时间：2026-01-22 10:44 +- 当日满足收敛三角形的个股：23 只 + - 向上突破：18 只 - 向下突破：3 只 - - 无突破（形态成立但未突破）：8 只 + - 无突破（形态成立但未突破）：2 只 ## 向上突破 | 排名 | 股票 | 突破强度 | 宽度比 | 触碰(上/下) | 放量确认 | | --- | --- | --- | --- | --- | --- | -| 1 | SZ300530 领湃科技 | 1.0000 | 0.0465 | 2/3 | 是 | -| 2 | SZ300998 宁波方正 | 1.0000 | 0.1500 | 3/2 | 否 | -| 3 | SH603237 五芳斋 | 0.3453 | 0.2090 | 3/2 | 否 | +| 1 | SH600744 华银电力 | 0.9963 | 0.0125 | 4/2 | 是 | +| 2 | SZ300530 领湃科技 | 0.9882 | 0.0465 | 2/3 | 是 | +| 3 | SZ300479 神思电子 | 0.9360 | 0.1538 | 2/2 | 是 | +| 4 | SH601096 宏盛华源 | 0.9152 | 0.3385 | 4/2 | 是 | +| 5 | SH688202 美迪西 | 0.8941 | 0.0277 | 2/3 | 否 | +| 6 | SH688262 国芯科技 | 0.8502 | 0.5413 | 2/3 | 是 | +| 7 | SZ300998 宁波方正 | 0.8380 | 0.0793 | 3/2 | 否 | +| 8 | SZ300278 华昌达 | 0.8311 | 0.0383 | 2/3 | 否 | +| 9 | SZ301225 恒勃股份 | 0.8235 | 0.1210 | 2/4 | 否 | +| 10 | SZ301107 瑜欣电子 | 0.7871 | 0.2130 | 2/3 | 否 | +| 11 | SZ300737 科顺股份 | 0.7731 | 0.3105 | 3/4 | 是 | +| 12 | SZ002393 力生制药 | 0.7265 | 0.3651 | 2/2 | 否 | +| 13 | SH688679 通源环境 | 0.7243 | 0.5028 | 2/2 | 否 | +| 14 | SH600588 用友网络 | 0.6931 | 0.4695 | 2/2 | 否 | +| 15 | SH601609 金田股份 | 0.6784 | 0.1401 | 2/2 | 是 | +| 16 | SH603237 五芳斋 | 0.5816 | 0.2090 | 3/2 | 否 | +| 17 | SH603527 众源新材 | 0.5672 | 0.3790 | 2/2 | 否 | +| 18 | SH603118 共进股份 | 0.2500 | 0.4314 | 3/4 | 否 | ## 向下突破 | 排名 | 股票 | 突破强度 | 宽度比 | 触碰(上/下) | 放量确认 | | --- | --- | --- | --- | --- | --- | -| 1 | SZ301355 南王科技 | 1.0000 | 0.2120 | 2/1 | 否 | -| 2 | SZ002966 苏州银行 | 0.2522 | 0.1703 | 2/2 | 否 | -| 3 | SZ300841 康华生物 | 0.2141 | 0.1338 | 2/2 | 否 | +| 1 | SZ000796 凯撒旅业 | 0.7365 | 0.2816 | 2/2 | 否 | +| 2 | SZ300892 品渥食品 | 0.3195 | 0.1505 | 2/2 | 否 | +| 3 | SZ002966 苏州银行 | 0.2008 | 0.5492 | 2/2 | 否 | ## 无突破（形态成立） | 排名 | 股票 | 宽度比 | 触碰(上/下) | | --- | --- | --- | --- | -| 1 | SH600281 华阳新材 | 0.5318 | 3/2 | -| 2 | SH601868 中国能建 | 0.6799 | 2/3 | -| 3 | SH605138 盛泰集团 | 0.7935 | 2/2 | -| 4 | SH688550 瑞联新材 | 0.3940 | 2/2 | -| 5 | SZ002644 佛慈制药 | 0.5627 | 1/3 | -| 6 | SZ300328 宜安科技 | 0.2335 | 1/3 | -| 7 | SZ300892 品渥食品 | 0.5224 | 2/2 | -| 8 | SZ300946 恒而达 | 0.6202 | 2/2 | +| 1 | SH600281 华阳新材 | 0.5081 | 3/2 | +| 2 | SZ300841 康华生物 | 0.2940 | 2/2 | ## 说明 diff --git a/outputs/converging_triangles/strong_breakout_down.csv b/outputs/converging_triangles/strong_breakout_down.csv index 07d30e7..004bdf2 100644 --- a/outputs/converging_triangles/strong_breakout_down.csv +++ b/outputs/converging_triangles/strong_breakout_down.csv @@ -1,348 +1,944 @@ stock_idx,date_idx,is_valid,breakout_strength_up,breakout_strength_down,upper_slope,lower_slope,width_ratio,touches_upper,touches_lower,apex_x,breakout_dir,volume_confirmed,false_breakout,window_start,window_end,stock_code,stock_name,date -0,7188,True,0.0,0.3218821894110586,0.01210412738379584,0.01772481661414669,0.3846628954461785,2,2,193.38993068894584,down,False,,0,119,SH600000,浦发银行,20240909 -0,7190,True,0.0,0.34232101949300014,0.0121041273837958,0.016696818682129216,0.4909781916155386,3,2,233.7817320198589,down,False,,0,119,SH600000,浦发银行,20240911 -0,7197,True,0.0,0.3668991009317754,0.012104127383795849,0.016856633219941842,0.4508401143991982,3,2,216.69463323929716,down,False,,0,119,SH600000,浦发银行,20240918 -1,7409,True,0.0,0.4880793564877975,0.0022474792447017933,0.015285245207512897,0.09113814827525693,2,2,130.93299028248816,down,False,,0,119,SH600063,皖维高新,20250418 -2,7398,True,0.0,1.0,-0.007974907186534241,0.05161888259364798,0.004799324391379875,2,2,119.57387380914403,down,True,,0,119,SH600113,浙江东日,20250407 -3,7570,True,0.0,0.462055304893169,0.0046005296309066255,0.10026635379364728,0.09026249579611079,2,1,130.80696294271928,down,False,,0,119,SH600171,上海贝岭,20250926 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-6,7541,True,0.0,0.6259606615808467,-0.007315975097420078,0.026901834742579067,0.05027187688418378,2,3,125.29901674343526,down,False,,0,119,SH600336,澳柯玛,20250828 -6,7542,True,0.0,0.6891342589141009,-0.007315975097420104,0.026901834742579095,0.04263120402933501,2,3,124.29901674343512,down,False,,0,119,SH600336,澳柯玛,20250829 -6,7545,True,0.0,0.764066067462319,-0.007315975097420102,0.026901834742579053,0.03486659388680227,2,3,123.2990167434354,down,False,,0,119,SH600336,澳柯玛,20250901 -6,7546,True,0.0,0.8827687968052115,-0.007315975097420095,0.02690183474257909,0.026975006269724263,2,3,122.29901674343532,down,False,,0,119,SH600336,澳柯玛,20250902 -6,7547,True,0.0,1.0,-0.007315975097420108,0.026901834742579064,0.018953300736955035,2,3,121.2990167434353,down,False,,0,119,SH600336,澳柯玛,20250903 -6,7548,True,0.0,1.0,-0.007315975097420092,0.026901834742579084,0.010798232426170524,2,3,120.2990167434354,down,False,,0,119,SH600336,澳柯玛,20250904 -6,7549,True,0.0,1.0,-0.0073159750974200995,0.026901834742579067,0.002506447677421328,2,3,119.2990167434352,down,False,,0,119,SH600336,澳柯玛,20250905 -7,7618,True,0.0,0.35980098013685946,0.00816538800239607,0.010786758777027469,0.5416894861387302,2,2,259.6492910394399,down,False,,0,119,SH600395,盘江股份,20251113 -7,7619,True,0.0,0.416579011034371,0.00816538800239608,0.01078675877702745,0.5399175481140042,2,2,258.6492910394392,down,False,,0,119,SH600395,盘江股份,20251114 -7,7622,True,0.0,0.3494563680642821,0.008165388002396043,0.010786758777027491,0.538131855438383,2,2,257.6492910394356,down,False,,0,119,SH600395,盘江股份,20251117 -7,7623,True,0.0,0.6631807007895579,0.008165388002396074,0.0107867587770275,0.5363322473323542,2,2,256.6492910394359,down,True,,0,119,SH600395,盘江股份,20251118 -7,7624,True,0.0,0.5727543858160766,0.008165388002396065,0.010786758777027488,0.534518560500751,2,2,255.64929103943714,down,False,,0,119,SH600395,盘江股份,20251119 -7,7625,True,0.0,0.7089113106166356,0.008165388002396022,0.011404753094134102,0.430430887630712,2,2,208.92986894072422,down,False,,0,119,SH600395,盘江股份,20251120 -9,7289,True,0.0,0.368749709444335,0.015386826452857114,0.023223809866759596,0.5976183484050007,2,2,295.7391310669765,down,False,,0,119,SH600531,豫光金铅,20241219 -9,7290,True,0.0,0.5549237905759146,0.015386826452857171,0.025102669467503714,0.5156119488254745,2,2,245.67079991228803,down,False,,0,119,SH600531,豫光金铅,20241220 -9,7293,True,0.0,0.734580020071313,0.015386826452857138,0.02624566829103296,0.46667193858246375,2,2,223.1272055771996,down,False,,0,119,SH600531,豫光金铅,20241223 -9,7294,True,0.0,1.0,0.015386826452857107,0.03181301311257985,0.25652744566760305,2,1,160.05970806394632,down,False,,0,119,SH600531,豫光金铅,20241224 -9,7295,True,0.0,1.0,0.01538682645285719,0.03181301311257988,0.25185327290957643,2,1,159.05970806394666,down,False,,0,119,SH600531,豫光金铅,20241225 -10,7588,True,0.0,0.7295165917479424,0.037216101338279454,0.06563060512665761,0.35238678850809274,2,1,183.75165590871683,down,False,,0,119,SH600588,用友网络,20251014 -11,7294,True,0.0,0.3497196662662147,0.05050668430645535,0.05941945400090621,0.6564293649362868,2,2,346.36254631578805,down,False,,0,119,SH600640,国脉文化,20241224 -11,7295,True,0.0,0.48194142774249954,0.050506684306455274,0.05941945400090622,0.655434553429569,2,2,345.36254631578606,down,False,,0,119,SH600640,国脉文化,20241225 -11,7300,True,0.0,1.0,0.06994262461982005,0.07764541291028651,0.4738300374933293,2,2,226.16266316892057,down,False,,0,119,SH600640,国脉文化,20241230 -11,7301,True,0.0,1.0,0.04531945084548628,0.07764541291028647,0.09400843719346197,3,2,131.34780155277318,down,False,,0,119,SH600640,国脉文化,20241231 -11,7303,True,0.0,1.0,0.04531945084548632,0.07764541291028645,0.08705786685768535,3,2,130.3478015527733,down,False,,0,119,SH600640,国脉文化,20250102 -11,7304,True,0.0,1.0,0.045319450845486345,0.07764541291028654,0.07999982549800791,3,2,129.3478015527728,down,False,,0,119,SH600640,国脉文化,20250103 -11,7307,True,0.0,1.0,0.04531945084548624,0.07764541291028657,0.07283180108799434,3,2,128.34780155277292,down,False,,0,119,SH600640,国脉文化,20250106 -12,7419,True,0.0,0.4519041168947935,-0.02179611341399955,0.032441851098376266,0.06997524230112839,2,1,127.95358297174543,down,False,,0,119,SH600693,东百集团,20250428 -12,7420,True,0.0,0.5703672961188708,-0.021796113413999476,0.03244185109837629,0.06264953525191623,2,1,126.95358297174543,down,False,,0,119,SH600693,东百集团,20250429 -12,7421,True,0.0,0.6674294849414366,-0.02179611341399957,0.03244185109837628,0.05520750428596582,2,1,125.95358297174538,down,False,,0,119,SH600693,东百集团,20250430 -12,7427,True,0.0,0.47877614775441263,-0.021796113413999476,0.032441851098376294,0.04764635659220407,2,1,124.95358297174533,down,False,,0,119,SH600693,东百集团,20250506 -12,7428,True,0.0,0.5548643210753519,-0.021796113413999472,0.03244185109837628,0.039963209235142745,2,1,123.9535829717455,down,False,,0,119,SH600693,东百集团,20250507 -12,7430,True,0.0,0.4234862607395323,-0.021796113413999493,0.0324418510983763,0.024218910996896558,3,1,121.95358297174532,down,False,,0,119,SH600693,东百集团,20250509 -12,7433,True,0.0,0.42477479209208985,-0.021796113413999497,0.0324418510983763,0.016151509725856453,3,1,120.95358297174535,down,False,,0,119,SH600693,东百集团,20250512 -12,7434,True,0.0,0.5417808901861444,-0.021796113413999646,0.032441851098376315,0.007949599737841498,3,1,119.95358297174533,down,False,,0,119,SH600693,东百集团,20250513 -12,7464,True,0.0,0.4617601799821646,-0.02179611341399955,0.02261169058800601,0.035749028898746926,3,1,123.41185393268758,down,False,,0,119,SH600693,东百集团,20250612 -12,7465,True,0.0,0.6543565289108875,-0.021137996459511758,0.02261169058800595,0.04041996355691236,3,1,124.01258413118086,down,False,,0,119,SH600693,东百集团,20250613 -12,7468,True,0.0,0.6680223137069116,-0.021137996459511716,0.02261169058800593,0.032619297932167654,3,1,123.01258413118084,down,False,,0,119,SH600693,东百集团,20250616 -12,7469,True,0.0,0.6257108848174884,-0.021137996459511733,0.02261169058800598,0.02469076573234273,2,1,122.01258413118074,down,False,,0,119,SH600693,东百集团,20250617 -12,7470,True,0.0,0.8197043410106918,-0.021137996459511723,0.022611690588005988,0.016631197041450108,2,1,121.01258413118074,down,False,,0,119,SH600693,东百集团,20250618 -12,7471,True,0.0,1.0,-0.0211379964595117,0.022611690588005967,0.008437316290715624,2,1,120.01258413118087,down,False,,0,119,SH600693,东百集团,20250619 -12,7472,True,0.0,1.0,-0.021137996459511723,0.022611690588005946,0.00010573781985124133,2,1,119.01258413118092,down,False,,0,119,SH600693,东百集团,20250620 -12,7479,True,0.0,0.32361217283504423,-0.02113799645951173,0.01310045147563572,0.06962769758941462,2,2,127.90578534170908,down,False,,0,119,SH600693,东百集团,20250627 -13,7300,True,0.0,1.0,0.01754247001801052,0.022081257147257546,0.30022165240105203,2,1,170.0538469192539,down,True,,0,119,SH600744,华银电力,20241230 -17,7290,True,0.0,0.3542516719648254,0.021655665786689867,0.02980473075667763,0.34812790585760633,2,2,182.55114932716518,down,False,,0,119,SH600984,建设机械,20241220 -17,7293,True,0.0,1.0,0.02165566578668989,0.037504216026999646,0.012909687517291548,2,1,120.5563447388049,down,False,,0,119,SH600984,建设机械,20241223 -19,7301,True,0.0,1.0,0.011100596354677045,0.030082319809240355,0.22809443174878732,2,2,154.163935194301,down,True,,0,119,SH601236,红塔证券,20241231 -20,7296,True,0.0,0.8472620142808921,0.01435716270414824,0.0360035010852105,0.17621035986701197,1,2,144.45435363910298,down,False,,0,119,SH601609,金田股份,20241226 -20,7297,True,0.0,0.7590718686322767,0.01435716270414828,0.036003501085210554,0.17046783885433225,1,2,143.45435363910303,down,False,,0,119,SH601609,金田股份,20241227 -20,7300,True,0.0,0.8966247680231342,0.014357162704148234,0.03600350108521051,0.16464469523004355,1,2,142.45435363910298,down,False,,0,119,SH601609,金田股份,20241230 -20,7301,True,0.0,1.0,0.020176802168570616,0.036003501085210596,0.23155899758629345,1,2,154.85899324244255,down,False,,0,119,SH601609,金田股份,20241231 -20,7303,True,0.0,1.0,0.020176802168570596,0.03600350108521059,0.22656454788777952,2,2,153.858993242443,down,False,,0,119,SH601609,金田股份,20250102 -20,7304,True,0.0,1.0,0.020176802168570568,0.03600350108521052,0.2215047510403327,2,2,152.85899324244323,down,False,,0,119,SH601609,金田股份,20250103 -20,7307,True,0.0,1.0,0.020176802168570596,0.036003501085210464,0.2163783161000153,2,2,151.85899324244352,down,False,,0,119,SH601609,金田股份,20250106 -20,7308,True,0.0,1.0,0.020176802168570613,0.036003501085210485,0.21118391789373284,2,2,150.85899324244338,down,False,,0,119,SH601609,金田股份,20250107 -20,7309,True,0.0,1.0,0.020176802168570554,0.03600350108521053,0.20592019587719423,2,2,149.85899324244298,down,False,,0,119,SH601609,金田股份,20250108 -20,7310,True,0.0,1.0,0.020176802168570585,0.03600350108521051,0.20058575294683378,2,2,148.85899324244312,down,False,,0,119,SH601609,金田股份,20250109 -20,7311,True,0.0,1.0,0.020176802168570568,0.036003501085210485,0.19517915420351326,2,2,147.85899324244303,down,False,,0,119,SH601609,金田股份,20250110 -20,7314,True,0.0,1.0,0.02017680216857063,0.038051033110254665,0.1175194690562153,2,1,134.84716753210787,down,False,,0,119,SH601609,金田股份,20250113 -20,7315,True,0.0,1.0,0.02017680216857058,0.0380510331102547,0.11092627364375329,2,1,133.8471675321079,down,False,,0,119,SH601609,金田股份,20250114 -20,7316,True,0.0,1.0,0.02017680216857057,0.036403239397208985,0.1635962904092082,2,1,142.27579174442027,down,False,,0,119,SH601609,金田股份,20250115 -20,7317,True,0.0,1.0,0.020176802168570596,0.036403239397209027,0.1576759292541695,2,1,141.27579174441996,down,False,,0,119,SH601609,金田股份,20250116 -20,7318,True,0.0,1.0,0.020176802168570613,0.040598857486133205,0.002211041354149857,2,1,119.26369696604073,down,False,,0,119,SH601609,金田股份,20250117 -22,7584,True,0.0,0.40773084031827417,0.03660067782527254,0.10656915786300572,0.0701988940553926,2,2,127.98436056827981,down,False,,0,119,SH603005,晶方科技,20251010 -22,7590,True,0.0,0.39562646302185206,0.03660067782527256,0.076129571222823,0.3717908088519576,2,2,189.4273462992944,down,False,,0,119,SH603005,晶方科技,20251016 -22,7591,True,0.0,0.7142166093032623,0.03660067782527258,0.07612957122282318,0.3684568490871658,2,2,188.42734629929433,down,False,,0,119,SH603005,晶方科技,20251017 -22,7594,True,0.0,0.6435459281494499,0.03660067782527267,0.07612957122282317,0.365087313299659,2,2,187.42734629929416,down,False,,0,119,SH603005,晶方科技,20251020 -22,7595,True,0.0,0.3372050300629201,0.03660067782527245,0.07612957122282307,0.36168162899795087,2,2,186.42734629929373,down,False,,0,119,SH603005,晶方科技,20251021 -22,7596,True,0.0,0.4610406270517838,0.03660067782527255,0.07612957122282295,0.3582392113408959,2,2,185.42734629929447,down,False,,0,119,SH603005,晶方科技,20251022 -22,7597,True,0.0,0.5641028105544396,0.03660067782527254,0.07612957122282284,0.35475946280285975,2,2,184.42734629929492,down,False,,0,119,SH603005,晶方科技,20251023 -22,7598,True,0.0,0.41524206493653515,0.036600677825272515,0.07612957122282324,0.3512417728279666,2,2,183.42734629929325,down,False,,0,119,SH603005,晶方科技,20251024 -22,7601,True,0.0,0.332716969019395,0.03660067782527248,0.07612957122282316,0.34768551747298554,2,2,182.42734629929333,down,False,,0,119,SH603005,晶方科技,20251027 -22,7602,True,0.0,0.3007548921000005,0.03660067782527252,0.07612957122282303,0.3440900590383457,2,2,181.4273462992945,down,False,,0,119,SH603005,晶方科技,20251028 -22,7603,True,0.0,0.33252256419401777,0.03660067782527252,0.07612957122282285,0.3404547456869351,2,2,180.427346299295,down,False,,0,119,SH603005,晶方科技,20251029 -22,7604,True,0.0,0.47219864699219255,0.03660067782527248,0.07612957122282316,0.33677891105014574,3,2,179.4273462992933,down,False,,0,119,SH603005,晶方科技,20251030 -22,7605,True,0.0,0.5760937673484878,0.041863751540170066,0.07612957122282306,0.3737258837373868,3,2,190.0126428825619,down,False,,0,119,SH603005,晶方科技,20251031 -22,7608,True,0.0,0.6047661567772527,0.04186375154017007,0.0761295712228231,0.3704124857196044,3,2,189.0126428825614,down,False,,0,119,SH603005,晶方科技,20251103 -24,7294,True,0.0,0.6615164564268671,0.03581087944475084,0.047938162992355246,0.47917761417214055,3,1,228.48480257016368,down,True,,0,119,SH603118,共进股份,20241224 -24,7295,True,0.0,0.8411715970418665,0.035810879444750816,0.04905722707026,0.43548681175379944,3,1,210.80109814564793,down,False,,0,119,SH603118,共进股份,20241225 -24,7296,True,0.0,0.8662542485548401,0.03581087944475075,0.051343713562656004,0.3503890098859745,3,1,183.18655597115438,down,True,,0,119,SH603118,共进股份,20241226 -24,7297,True,0.0,0.3638485305754915,0.03581087944475074,0.04433187390552635,0.6149678552094363,3,2,309.06510432974227,down,False,,0,119,SH603118,共进股份,20241227 -26,7301,True,0.0,0.3585787232249339,0.05110669269597664,0.06009952273940681,0.7706667902111696,3,2,518.8956283722482,down,False,,0,119,SH603237,五芳斋,20241231 -26,7304,True,0.0,0.532145321426058,0.05110669269597658,0.06009952273940676,0.7697794419837878,3,2,516.8956283722482,down,False,,0,119,SH603237,五芳斋,20250103 -26,7307,True,0.0,0.6060180588599032,0.05110669269597649,0.06009952273940692,0.7693331878475667,3,2,515.8956283722367,down,False,,0,119,SH603237,五芳斋,20250106 -26,7308,True,0.0,0.5515518116838252,0.0511066926959766,0.06009952273940664,0.7688852003342971,3,2,514.8956283722548,down,False,,0,119,SH603237,五芳斋,20250107 -26,7309,True,0.0,0.5202249747892159,0.051106692695976674,0.06009952273940695,0.7684354693249086,3,2,513.8956283722437,down,False,,0,119,SH603237,五芳斋,20250108 -26,7310,True,0.0,0.5560132619943481,0.0511066926959767,0.060099522739406976,0.7679839846214611,3,2,512.8956283722434,down,False,,0,119,SH603237,五芳斋,20250109 -26,7311,True,0.0,0.6624933140884867,0.051106692695976536,0.060099522739406726,0.767530735946305,3,2,511.8956283722476,down,True,,0,119,SH603237,五芳斋,20250110 -26,7314,True,0.0,0.7286658767556615,0.051106692695976605,0.06507452243907157,0.6477533675572483,3,2,337.83147669790765,down,False,,0,119,SH603237,五芳斋,20250113 -27,7566,True,0.0,0.32248558879381733,0.02525217217102646,0.037553076491095634,0.6132974653776451,2,2,307.7300750464766,down,False,,0,119,SH603315,福鞍股份,20250922 -27,7567,True,0.0,0.4101880706826028,0.025252172171026405,0.037553076491095586,0.612036739527519,2,2,306.7300750464769,down,False,,0,119,SH603315,福鞍股份,20250923 -27,7568,True,0.0,0.3366526212550833,0.025252172171026547,0.03755307649109554,0.6107677663641438,2,2,305.73007504648143,down,False,,0,119,SH603315,福鞍股份,20250924 -27,7569,True,0.0,0.4179390351789669,0.025252172171026384,0.0375530764910956,0.6094904646945319,2,2,304.73007504647643,down,False,,0,119,SH603315,福鞍股份,20250925 -27,7570,True,0.0,0.46284312247966686,0.025252172171026443,0.037553076491095606,0.6082047522564555,2,2,303.7300750464774,down,False,,0,119,SH603315,福鞍股份,20250926 -27,7573,True,0.0,0.4655993384856635,0.025252172171026467,0.037553076491095565,0.6069105457007207,2,2,302.7300750464783,down,False,,0,119,SH603315,福鞍股份,20250929 -27,7589,True,0.0,0.5845549954583561,0.025252172171026394,0.04562072570982823,0.39226483566102555,2,2,195.80897565707718,down,False,,0,119,SH603315,福鞍股份,20251015 -27,7590,True,0.0,0.9036335544988959,0.025252172171026436,0.04927065361400849,0.30647676516524414,1,2,171.58761815435625,down,False,,0,119,SH603315,福鞍股份,20251016 -27,7591,True,0.0,0.9235307611969915,0.025252172171026363,0.049270653614008494,0.3024112694256435,1,2,170.58761815435562,down,False,,0,119,SH603315,福鞍股份,20251017 -28,7384,True,0.0,0.5098063200560538,0.08441071094522062,0.14082387658332718,0.3951766541197885,2,2,196.7516644497526,down,False,,0,119,SH603379,三美股份,20250324 -28,7385,True,0.0,0.960241625903441,0.08441071094522067,0.15168765925806546,0.2757303727130552,2,1,164.30345208008288,down,False,,0,119,SH603379,三美股份,20250325 -28,7386,True,0.0,0.8027674782309688,0.08441071094522035,0.14690498093826326,0.3230984450685226,2,2,175.80104393769096,down,False,,0,119,SH603379,三美股份,20250326 -28,7387,True,0.0,0.6478569223816856,0.08441071094522071,0.13354325658226437,0.41777908690309645,2,2,204.3897725470296,down,False,,0,119,SH603379,三美股份,20250327 -29,7512,True,0.0,0.685180184541615,0.011114514096017554,0.0632179626485962,0.006099657940199723,3,2,119.73031396023015,down,False,,0,119,SH603527,众源新材,20250730 -30,7297,True,0.0,0.758162187656783,0.009538771986381905,0.027007073380590975,0.007740868936031613,2,2,119.92834963624874,down,True,,0,119,SH603618,杭电股份,20241227 -30,7300,True,0.0,0.5719534748342809,0.009538771986381906,0.02476176622740807,0.09168852105766369,2,2,131.01232645277915,down,False,,0,119,SH603618,杭电股份,20241230 -30,7301,True,0.0,0.8074298893600182,0.013914771963214266,0.024761766227408055,0.15306392623104162,3,2,140.50647231311913,down,False,,0,119,SH603618,杭电股份,20241231 -30,7303,True,0.0,0.9991800626984878,0.013914771963214254,0.02476176622740808,0.14699298156642218,3,2,139.50647231311885,down,False,,0,119,SH603618,杭电股份,20250102 -30,7304,True,0.0,1.0,0.013914771963214223,0.024761766227408083,0.14083437392745557,3,2,138.50647231311848,down,False,,0,119,SH603618,杭电股份,20250103 -30,7307,True,0.0,0.9241507670385947,0.013914771963214213,0.021351674214563594,0.35823634035075336,3,2,185.42651677260588,down,False,,0,119,SH603618,杭电股份,20250106 -30,7308,True,0.0,0.7203408478779599,0.013914771963214218,0.02135167421456357,0.3547565605941341,3,2,184.42651677260625,down,False,,0,119,SH603618,杭电股份,20250107 -30,7309,True,0.0,0.8211728757092371,0.013914771963214206,0.02135167421456357,0.35123883888868396,3,2,183.4265167726056,down,False,,0,119,SH603618,杭电股份,20250108 -30,7310,True,0.0,0.7887881677053994,0.013914771963214242,0.02135167421456351,0.3476825512799104,3,2,182.4265167726076,down,False,,0,119,SH603618,杭电股份,20250109 -30,7311,True,0.0,1.0,0.013914771963214207,0.021351674214563538,0.34408706005666095,3,2,181.42651677260656,down,False,,0,119,SH603618,杭电股份,20250110 -30,7314,True,0.0,1.0,0.013914771963214214,0.023468324428547082,0.18857433052882822,3,2,146.65545406957057,down,False,,0,119,SH603618,杭电股份,20250113 -30,7315,True,0.0,1.0,0.013914771963214268,0.02279124709597759,0.23080016886452537,2,2,154.70622221059895,down,False,,0,119,SH603618,杭电股份,20250114 -34,7545,True,0.0,0.31466295086488444,0.011572147630128904,0.05608673758524367,0.2871734628365497,3,2,166.94103515497125,down,False,,0,119,SH603990,麦迪科技,20250901 -35,7238,True,0.0,0.7510938181680384,-0.0038205497513188703,0.02452368532851654,0.018053752154235277,2,2,121.18789624286181,down,False,,0,119,SH605138,盛泰集团,20241029 -38,7548,True,0.0,0.3217129811411878,0.019247705177420128,0.07672624174618023,0.3495297318995776,1,2,182.9445646263239,down,False,,0,119,SH688089,嘉必优,20250904 -43,7314,True,0.0,0.4156730054758305,0.08283799989571926,0.12757336485716592,0.32255448455938446,1,1,175.65988302779087,down,False,,0,119,SH688377,迪威尔,20250113 -43,7318,True,0.0,0.36732117844999196,0.08283799989571927,0.12757336485716586,0.3067687225399396,2,1,171.65988302779076,down,False,,0,119,SH688377,迪威尔,20250117 -43,7321,True,0.0,0.5232785755937515,0.08283799989571922,0.12757336485716592,0.3027066590651435,2,1,170.65988302779064,down,False,,0,119,SH688377,迪威尔,20250120 -43,7322,True,0.0,0.48949011067244225,0.08283799989571927,0.12757336485716586,0.29859671080577693,2,1,169.65988302779135,down,False,,0,119,SH688377,迪威尔,20250121 -45,7412,True,0.0,0.5474623927035214,0.05639929750903379,0.13614605962453186,0.31948087728649655,2,2,174.86650415567925,down,True,,0,119,SH688550,瑞联新材,20250421 -45,7413,True,0.0,0.4774098444667424,0.056399297509033886,0.13614605962453205,0.3155668449315123,2,2,173.86650415567934,down,False,,0,119,SH688550,瑞联新材,20250422 -45,7414,True,0.0,0.4555779814138694,0.05639929750903391,0.1361460596245319,0.31160752870416664,2,2,172.86650415567988,down,False,,0,119,SH688550,瑞联新材,20250423 -45,7415,True,0.0,0.4635621361929907,0.05639929750903399,0.13614605962453222,0.30760213815597215,2,2,171.8665041556792,down,False,,0,119,SH688550,瑞联新材,20250424 -45,7416,True,0.0,0.35510404245776445,0.05639929750903387,0.13614605962453227,0.3035498643339866,2,2,170.86650415567894,down,False,,0,119,SH688550,瑞联新材,20250425 -47,7499,True,0.0,1.0,0.09381176181301948,0.167499152168591,0.16127278049291144,2,1,141.88164784962512,down,False,,0,119,SH688679,通源环境,20250717 -47,7500,True,0.0,1.0,0.0938117618130195,0.16749915216859082,0.1553193633352545,2,1,140.88164784962532,down,False,,0,119,SH688679,通源环境,20250718 -47,7503,True,0.0,1.0,0.09381176181301935,0.16749915216859093,0.14928082540229426,2,1,139.88164784962504,down,False,,0,119,SH688679,通源环境,20250721 -47,7504,True,0.0,1.0,0.09381176181301938,0.16749915216859068,0.14315532798942757,2,1,138.88164784962527,down,False,,0,119,SH688679,通源环境,20250722 -47,7505,True,0.0,1.0,0.09381176181301948,0.16749915216859082,0.13694097905050942,2,1,137.88164784962524,down,False,,0,119,SH688679,通源环境,20250723 -47,7506,True,0.0,1.0,0.09381176181301952,0.16749915216859074,0.1306358312494138,2,1,136.88164784962538,down,False,,0,119,SH688679,通源环境,20250724 -47,7507,True,0.0,1.0,0.09381176181301952,0.15897147436608378,0.19401141625180504,2,1,147.64477115370366,down,False,,0,119,SH688679,通源环境,20250725 -47,7510,True,0.0,1.0,0.09381176181301945,0.15252529907996026,0.2459017851085428,2,1,157.80437832905952,down,False,,0,119,SH688679,通源环境,20250728 -47,7511,True,0.0,1.0,0.09381176181301949,0.15020469702077693,0.26291300869197415,2,1,161.44634405882545,down,False,,0,119,SH688679,通源环境,20250729 -47,7540,True,0.0,0.4893229489772938,0.05065544482891417,0.10385234110064101,0.3107498614867236,1,2,172.65139802029626,down,False,,0,119,SH688679,通源环境,20250827 -47,7541,True,0.0,0.4062130590062282,0.050655444828914306,0.10385234110064098,0.3067344549915686,1,2,171.65139802029645,down,False,,0,119,SH688679,通源环境,20250828 -47,7542,True,0.0,0.5053237588876958,0.0506554448289142,0.103852341100641,0.30267198874135826,1,2,170.65139802029609,down,False,,0,119,SH688679,通源环境,20250829 -47,7545,True,0.0,0.8330877452405432,0.05065544482891425,0.1038523411006411,0.2985616305633768,1,2,169.65139802029603,down,False,,0,119,SH688679,通源环境,20250901 -47,7546,True,0.0,0.8431356120719972,0.05065544482891422,0.10385234110064107,0.2944025285477957,1,2,168.65139802029577,down,False,,0,119,SH688679,通源环境,20250902 -47,7547,True,0.0,0.9496919582677287,0.050655444828914195,0.10385234110064098,0.290193810459048,1,2,167.65139802029626,down,False,,0,119,SH688679,通源环境,20250903 -47,7548,True,0.0,0.9764273801936616,0.05065544482891412,0.10385234110064098,0.2859345831259855,1,2,166.65139802029603,down,False,,0,119,SH688679,通源环境,20250904 -47,7549,True,0.0,1.0,0.05065544482891411,0.10385234110064098,0.2816239318099818,1,2,165.651398020296,down,False,,0,119,SH688679,通源环境,20250905 -47,7552,True,0.0,0.6821228157466441,0.050655444828914216,0.10385234110064101,0.2772609195499742,1,2,164.65139802029606,down,False,,0,119,SH688679,通源环境,20250908 -47,7553,True,0.0,0.8858026745269495,0.050655444828914285,0.10385234110064095,0.27284458648351184,2,1,163.65139802029634,down,False,,0,119,SH688679,通源环境,20250909 -47,7554,True,0.0,0.9936789252234248,0.05065544482891418,0.1038523411006409,0.2683739491427503,2,1,162.65139802029623,down,False,,0,119,SH688679,通源环境,20250910 -47,7555,True,0.0,1.0,0.05065544482891424,0.10385234110064095,0.2638479997243273,2,1,161.65139802029626,down,False,,0,119,SH688679,通源环境,20250911 -47,7556,True,0.0,1.0,0.050655444828914244,0.10283398368008066,0.27249212464743394,2,2,163.572112456281,down,False,,0,119,SH688679,通源环境,20250912 -50,7566,True,0.0,0.6676519179667509,0.027952456992167207,0.029965414955106174,0.672107510960789,2,2,362.92383625100035,down,False,,0,119,SZ000411,英特集团,20250922 -54,7293,True,0.0,0.30178329610681787,0.02492074162267691,0.03394162599899712,0.6494297615296506,1,2,339.4469551072992,down,False,,0,119,SZ000722,湖南发展,20241223 -54,7301,True,0.0,1.0,0.021987742327514086,0.04916526927326229,0.14258799506575695,1,2,138.7897525520725,down,False,,0,119,SZ000722,湖南发展,20241231 -57,7239,True,0.0,0.3878974978744108,0.00767536695184848,0.028964657892942766,0.004147507659979147,1,1,119.49560895346835,down,False,,0,119,SZ000931,中关村,20241030 -57,7301,True,0.0,1.0,0.011664416768169308,0.02016522348018518,0.25786809576321046,2,3,160.3488535132848,down,False,,0,119,SZ000931,中关村,20241231 -57,7303,True,0.0,1.0,0.011664416768169285,0.02016522348018517,0.25321081779807925,2,3,159.34885351328523,down,False,,0,119,SZ000931,中关村,20250102 -57,7527,True,0.0,0.3093423224339535,0.008706357047331217,0.020358453211586993,0.1888150145509221,3,2,146.69896772574103,down,False,,0,119,SZ000931,中关村,20250814 -57,7531,True,0.0,0.3571599624411537,0.008706357047331194,0.020358453211586986,0.1776029789960248,3,2,144.69896772574123,down,False,,0,119,SZ000931,中关村,20250818 -57,7533,True,0.0,0.3765878537415934,0.00870635704733119,0.020358453211586993,0.1660766584611112,3,2,142.69896772574106,down,False,,0,119,SZ000931,中关村,20250820 -57,7534,True,0.0,0.34703764613168936,0.008706357047331206,0.02035845321158699,0.1601914826202202,2,2,141.69896772574117,down,False,,0,119,SZ000931,中关村,20250821 -57,7535,True,0.0,0.4540090983198852,0.008706357047331182,0.02035845321158701,0.15422265050329004,2,2,140.69896772574066,down,True,,0,119,SZ000931,中关村,20250822 -57,7538,True,0.0,0.3455562473210449,0.008706357047331246,0.020358453211586976,0.14816836561296443,2,2,139.69896772574137,down,True,,0,119,SZ000931,中关村,20250825 -57,7539,True,0.0,0.3012017242398139,0.008706357047331201,0.020358453211587007,0.14202677964188545,2,2,138.69896772574077,down,False,,0,119,SZ000931,中关村,20250826 -57,7540,True,0.0,0.522834621755651,0.008706357047331208,0.02035845321158701,0.13579599059147734,2,2,137.6989677257408,down,True,,0,119,SZ000931,中关村,20250827 -57,7541,True,0.0,0.6614431835027358,0.008706357047331177,0.02035845321158697,0.12947404080805172,2,2,136.69896772574114,down,True,,0,119,SZ000931,中关村,20250828 -57,7542,True,0.0,0.7753372053045434,0.008706357047331215,0.020358453211587003,0.12305891493213968,2,2,135.69896772574117,down,False,,0,119,SZ000931,中关村,20250829 -57,7545,True,0.0,0.657185385577293,0.014683958136686834,0.020358453211587007,0.3491540629910807,2,2,182.83896884550916,down,False,,0,119,SZ000931,中关村,20250901 -57,7546,True,0.0,0.736144813953996,0.01516496503146571,0.020358453211586997,0.37542670930152316,2,2,190.5300815328161,down,False,,0,119,SZ000931,中关村,20250902 -57,7547,True,0.0,0.8437757568699411,0.015164965031465747,0.02035845321158698,0.37213133114494645,2,2,189.53008153281758,down,False,,0,119,SZ000931,中关村,20250903 -57,7548,True,0.0,0.8168839786458453,0.015164965031465753,0.02035845321158696,0.36880099434272606,2,2,188.53008153281883,down,False,,0,119,SZ000931,中关村,20250904 -57,7549,True,0.0,0.7942102772613981,0.013492867187955086,0.020358453211586965,0.26795860691998796,2,2,162.55911363060494,down,False,,0,119,SZ000931,中关村,20250905 -57,7552,True,0.0,0.6872355190553263,0.013492867187955164,0.02035845321158698,0.26342750139069315,2,2,161.55911363060542,down,False,,0,119,SZ000931,中关村,20250908 -58,7301,True,0.0,0.4872974863639073,-0.010860798074640058,0.03280782143831503,0.010115403899045337,2,3,120.21603373638482,down,True,,0,119,SZ000998,隆平高科,20241231 -58,7303,True,0.0,0.7636035118790783,-0.010860798074640087,0.032807821438314934,0.0018121198098445203,2,3,119.21603373638483,down,True,,0,119,SZ000998,隆平高科,20250102 -59,7587,True,0.0,0.34568234924324487,0.029064006539958137,0.09414458259168168,0.08235456720843783,2,1,129.67971696648783,down,True,,0,119,SZ001287,中电港,20251013 -61,7610,True,0.0,0.32096058416792994,0.0040313964477233935,0.007208631420603487,0.7303183355733568,2,3,441.26099656422673,down,False,,0,119,SZ002042,华孚时尚,20251105 -62,7311,True,0.0,1.0,0.025169325418166983,0.028928802003431293,0.45714154154276937,3,1,219.20999506609945,down,False,,0,119,SZ002092,中泰化学,20250110 -62,7314,True,0.0,1.0,0.025169325418167025,0.028909856411474498,0.45687518049915465,3,1,219.10248938607893,down,False,,0,119,SZ002092,中泰化学,20250113 -62,7315,True,0.0,1.0,0.025169325418166945,0.028442412752557107,0.5110833229919299,3,1,243.39525648464559,down,False,,0,119,SZ002092,中泰化学,20250114 -62,7399,True,0.0,0.44672439294413047,-0.003333952742883176,0.005627804107358382,0.2641737708590472,5,2,161.7229656775455,down,True,,0,119,SZ002092,中泰化学,20250408 -62,7527,True,0.0,0.3960959992102995,-0.0023080085795417603,0.011055055490027376,0.0954883500708649,1,3,131.56270569795666,down,False,,0,119,SZ002092,中泰化学,20250814 -62,7528,True,0.0,0.32429169262672636,-0.002308008579541739,0.011055055490027405,0.08856055514585999,2,3,130.56270569795663,down,False,,0,119,SZ002092,中泰化学,20250815 -62,7531,True,0.0,0.34057349038425605,-0.0023080085795417265,0.01105505549002739,0.08152581903145069,2,3,129.56270569795674,down,False,,0,119,SZ002092,中泰化学,20250818 -62,7532,True,0.0,0.3442860592595693,-0.002308008579541709,0.011055055490027391,0.07438164626391111,2,3,128.56270569795677,down,False,,0,119,SZ002092,中泰化学,20250819 -62,7533,True,0.0,0.34381598470994995,-0.0023080085795417317,0.011055055490027402,0.06712546312894345,2,3,127.56270569795637,down,False,,0,119,SZ002092,中泰化学,20250820 -62,7534,True,0.0,0.3475570868593546,-0.0023080085795417183,0.011055055490027407,0.059754614570305294,2,3,126.5627056979564,down,False,,0,119,SZ002092,中泰化学,20250821 -62,7535,True,0.0,0.3962462894452066,-0.002308008579541705,0.011055055490027436,0.05226636095070408,2,3,125.56270569795642,down,False,,0,119,SZ002092,中泰化学,20250822 -62,7538,True,0.0,0.3246576320314243,-0.0023080085795417365,0.011055055490027428,0.044657874656679135,2,3,124.56270569795613,down,True,,0,119,SZ002092,中泰化学,20250825 -62,7542,True,0.0,0.3019658371835342,-0.00040666232968309047,0.01105505549002742,0.10368468794625475,2,3,132.76577829216478,down,False,,0,119,SZ002092,中泰化学,20250829 -62,7546,True,0.0,0.4052400665200485,-0.0004066623296831032,0.011055055490027403,0.08997597418704889,2,3,130.76577829216527,down,False,,0,119,SZ002092,中泰化学,20250902 -62,7547,True,0.0,0.5373967151703867,-0.0004066623296831133,0.011055055490027402,0.0829631543373957,2,3,129.76577829216518,down,False,,0,119,SZ002092,中泰化学,20250903 -62,7548,True,0.0,0.5819376873886993,-0.0004066623296831442,0.011055055490027391,0.0758414108289464,2,3,128.76577829216507,down,False,,0,119,SZ002092,中泰化学,20250904 -62,7549,True,0.0,0.5243622645190754,-0.00040666232968314414,0.011055055490027419,0.06860818608344348,2,3,127.76577829216484,down,False,,0,119,SZ002092,中泰化学,20250905 -62,7553,True,0.0,0.34371642721671763,-0.0004066623296831195,0.011055055490027419,0.05379665584740968,2,2,125.76577829216522,down,False,,0,119,SZ002092,中泰化学,20250909 -62,7554,True,0.0,0.3883214933020966,-0.00040666232968311617,0.011055055490027431,0.04621281869987663,2,2,124.76577829216475,down,False,,0,119,SZ002092,中泰化学,20250910 -62,7555,True,0.0,0.34702397798549073,-0.0004066623296831313,0.011055055490027414,0.03850643011281301,2,2,123.76577829216512,down,False,,0,119,SZ002092,中泰化学,20250911 -62,7556,True,0.0,0.40398711668364845,-0.00040666232968314213,0.011055055490027391,0.030674495323958415,2,2,122.76577829216514,down,False,,0,119,SZ002092,中泰化学,20250912 -62,7562,True,0.0,0.3888214432630217,-0.0004066623296831116,0.008660583922751326,0.19746859160817729,3,2,148.2808009202554,down,False,,0,119,SZ002092,中泰化学,20250918 -62,7566,True,0.0,0.4177865322089339,-0.0004066623296831549,0.008660583922751312,0.18649611397142443,3,2,146.28080092025525,down,False,,0,119,SZ002092,中泰化学,20250922 -63,7349,True,0.0,0.5384492867453967,-0.021856430530961538,0.07897937501644514,0.0013119950065625754,2,3,119.15633251325771,down,True,,0,119,SZ002142,宁波银行,20250217 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-71,7510,True,0.0,1.0,0.00933747597651559,0.09325699435012687,0.04759074349176178,4,2,124.94628667961784,down,True,,0,119,SZ002544,普天科技,20250728 -73,7519,True,0.0,0.6131189224170537,0.03148446594463551,0.0458782564076619,0.4748490764648582,2,1,226.6015247558387,down,True,,0,119,SZ002644,佛慈制药,20250806 -73,7520,True,0.0,0.5216194243501976,0.041023971134083875,0.04515819492299026,0.769364247736428,2,1,515.965104421477,down,False,,0,119,SZ002644,佛慈制药,20250807 -79,7286,True,0.0,0.9338543540197807,0.016086985399704642,0.041745577080288504,0.1140674298601084,1,2,134.32173509684773,down,False,,0,119,SZ002966,苏州银行,20241216 -79,7287,True,0.0,0.9448206400523191,0.016086985399704674,0.04174557708028885,0.10742235755065122,1,2,133.3217350968467,down,False,,0,119,SZ002966,苏州银行,20241217 -79,7685,True,0.0,0.3069034700506204,-0.0009346359824004246,0.007043519953622524,0.16334636091315538,2,2,142.23329038511207,down,False,,0,119,SZ002966,苏州银行,20260119 -80,7524,True,0.0,0.5224714724531874,-0.04973331428362471,0.10484201196377706,0.02890594871852398,2,3,122.54219850586574,down,False,,0,119,SZ003019,宸展光电,20250811 -89,7548,True,0.0,0.3702133975874215,0.028381815751268687,0.04085912875966606,0.6880889332750697,2,3,381.519005559826,down,False,,0,119,SZ300429,强力新材,20250904 -89,7553,True,0.0,0.3184457142227804,0.02838181575126866,0.04085912875966603,0.6856168428742432,2,2,378.51900555982587,down,False,,0,119,SZ300429,强力新材,20250909 -89,7554,True,0.0,0.5157971393431102,0.028381815751268694,0.04359195382045292,0.6186208005831727,2,2,312.0254072114174,down,False,,0,119,SZ300429,强力新材,20250910 -89,7555,True,0.0,1.0,0.028381815751268587,0.06332026408432145,0.16302106970776964,2,2,142.17801152826064,down,False,,0,119,SZ300429,强力新材,20250911 -89,7617,True,0.0,0.3557037571463226,0.00015790646699846125,0.02507353917641646,0.4023374531727506,3,2,199.10901332486583,down,False,,0,119,SZ300429,强力新材,20251112 -89,7618,True,0.0,0.3207842331344974,0.0001579064669984801,0.025073539176416516,0.39932061644837735,3,2,198.10901332486486,down,False,,0,119,SZ300429,强力新材,20251113 -89,7619,True,0.0,0.45382122131489633,0.00015790646699851918,0.025073539176416432,0.39627316887904135,3,2,197.10901332486577,down,False,,0,119,SZ300429,强力新材,20251114 -89,7622,True,0.0,0.35780457538312554,0.00015790646699850543,0.025073539176416432,0.3931946421918424,3,2,196.10901332486597,down,False,,0,119,SZ300429,强力新材,20251117 -89,7626,True,0.0,0.36808731616887924,0.00015790646699845364,0.02088893424968871,0.4515088834872685,3,2,216.95884658368533,down,True,,0,119,SZ300429,强力新材,20251121 -91,7563,True,0.0,0.31058649305635627,-0.14289470663849524,0.16856873415003318,0.14989022683535586,1,1,139.98192204873385,down,False,,0,119,SZ300530,领湃科技,20250919 -91,7566,True,0.0,0.370897543182613,-0.14289470663849504,0.1685687341500332,0.14377353366668183,1,1,138.98192204873376,down,False,,0,119,SZ300530,领湃科技,20250922 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-91,7584,True,0.0,0.8316464405059427,-0.1428947066384955,0.13790034923524688,0.12502611545466807,2,1,136.00405920896338,down,False,,0,119,SZ300530,领湃科技,20251010 -92,7384,True,0.0,0.4253792564583823,-0.007698147349098039,0.042247928799630824,0.26963139495219013,2,2,162.93142829189696,down,False,,0,119,SZ300582,英飞特,20250324 -92,7385,True,0.0,0.5138603614093107,-0.0076981473490980576,0.0424017117326816,0.2638521605659799,2,2,161.65231170343708,down,False,,0,119,SZ300582,英飞特,20250325 -92,7386,True,0.0,0.4957529173156918,-0.007698147349098017,0.04229178337124698,0.26018791362100785,2,2,160.85165705043443,down,False,,0,119,SZ300582,英飞特,20250326 -92,7387,True,0.0,0.5323127881269559,-0.007698147349098012,0.04194225985809069,0.2585270331816562,2,2,160.49135346178343,down,False,,0,119,SZ300582,英飞特,20250327 -92,7388,True,0.0,0.5958089520025127,-0.007698147349098043,0.0419422598580907,0.25387804782461576,2,2,159.49135346178332,down,False,,0,119,SZ300582,英飞特,20250328 -92,7391,True,0.0,0.42733519323218355,-0.007698147349098029,0.037519448529228935,0.28929885209802786,2,2,167.440281124203,down,False,,0,119,SZ300582,英飞特,20250331 -93,7679,True,0.0,0.42335190636621634,0.04580914410515889,0.06592926093486771,0.547745020916722,2,1,263.1259035361276,down,False,,0,119,SZ300632,光莆股份,20260113 -97,7664,True,0.0,0.5165752193950471,-0.11143918064974506,0.14989159683856915,0.17339859609211108,2,2,143.96297833200944,down,False,,0,119,SZ300841,康华生物,20251229 -97,7665,True,0.0,0.507793962443017,-0.1114391806497451,0.1498915968385691,0.1676166697951629,2,2,142.9629783320095,down,False,,0,119,SZ300841,康华生物,20251230 -97,7666,True,0.0,0.5260294403819925,-0.11143918064974527,0.14989159683856906,0.16175328667947414,2,2,141.96297833200953,down,False,,0,119,SZ300841,康华生物,20251231 -97,7671,True,0.0,0.369464492758946,-0.1114391806497454,0.1307473337908488,0.18855233724818726,2,2,146.65147915571364,down,False,,0,119,SZ300841,康华生物,20260105 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+17,7314,True,0.0,0.8035391573400519,0.007218271472117655,0.02504498037676384,0.18244312760505044,2,2,145.55562312307597,down,False,,0,119,SH600984,建设机械,20250113 +17,7315,True,0.0,0.803731575267744,0.007218271472117655,0.02504498037676384,0.17678747163863476,2,2,144.55562312307597,down,False,,0,119,SH600984,建设机械,20250114 +17,7316,True,0.0,0.8501029075790945,0.007218271472117655,0.02504498037676384,0.17105302174073314,2,2,143.55562312307595,down,False,,0,119,SH600984,建设机械,20250115 +17,7317,True,0.0,0.9282119416311506,0.007218271472117655,0.02504498037676384,0.16523811973898178,2,2,142.55562312307597,down,True,,0,119,SH600984,建设机械,20250116 +17,7318,True,0.0,0.8641022884438376,0.007218271472117655,0.02504498037676384,0.1593410606053065,2,2,141.55562312307597,down,False,,0,119,SH600984,建设机械,20250117 +17,7321,True,0.0,0.8006981171085501,0.007218271472117655,0.02504498037676384,0.15336009078911816,2,2,140.55562312307597,down,False,,0,119,SH600984,建设机械,20250120 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+21,7321,True,0.0,0.7847350345742694,-0.001381581139823596,0.005904737335504744,0.05533491299447894,3,2,125.97057056190805,down,False,,0,119,SH601868,中国能建,20250120 +21,7322,True,0.0,0.78970093914152,-0.001381581139823596,0.005904737335504744,0.0477758126178226,3,2,124.97057056190806,down,False,,0,119,SH601868,中国能建,20250121 +21,7323,True,0.0,0.8035921411162937,-0.001381581139823596,0.005904737335504744,0.04009476232446548,3,2,123.97057056190805,down,False,,0,119,SH601868,中国能建,20250122 +21,7324,True,0.0,0.799166246747711,-0.001381581139823596,0.005904737335504744,0.03228878701436282,3,2,122.97057056190809,down,False,,0,119,SH601868,中国能建,20250123 +21,7325,True,0.0,0.7989793302888144,-0.001381581139823596,0.005904737335504744,0.02435481401966837,3,2,121.97057056190808,down,False,,0,119,SH601868,中国能建,20250124 +21,7328,True,0.0,0.798730584278715,-0.001381581139823596,0.005904737335504744,0.01628966907202964,3,2,120.97057056190806,down,False,,0,119,SH601868,中国能建,20250127 +21,7337,True,0.0,0.8161179145710137,-0.001381581139823596,0.005904737335504744,0.008090072068193059,3,2,119.97057056190803,down,False,,0,119,SH601868,中国能建,20250205 +21,7665,True,0.0,0.3000576351166144,-0.0012032416677596617,0.0,0.4323942751589457,2,2,209.65257183289194,down,False,,0,119,SH601868,中国能建,20251230 +22,7197,True,0.0,0.7419343364958808,0.05034129480306081,0.07127088643421813,0.5997475221386285,2,2,297.31233804183,down,False,,0,119,SH603005,晶方科技,20240918 +22,7198,True,0.0,0.7753050235219864,0.05034129480306081,0.07127088643421813,0.5983967431582249,2,2,296.3123380418301,down,True,,0,119,SH603005,晶方科技,20240919 +22,7199,True,0.0,0.7002845105120435,0.05034129480306081,0.07127088643421813,0.5970368160400258,2,2,295.3123380418301,down,False,,0,119,SH603005,晶方科技,20240920 +22,7202,True,0.0,0.7479827935204248,0.05034129480306081,0.07127088643421813,0.5956676475347531,2,2,294.3123380418301,down,False,,0,119,SH603005,晶方科技,20240923 +22,7203,True,0.0,0.8476850678168126,0.05034129480306081,0.07127088643421813,0.5942891431214563,2,2,293.3123380418302,down,True,,0,119,SH603005,晶方科技,20240924 +22,7204,True,0.0,0.8486181922504054,0.05034129480306081,0.07127088643421813,0.5929012069857581,2,2,292.31233804183006,down,True,,0,119,SH603005,晶方科技,20240925 +22,7205,True,0.0,0.8123160656502094,0.05034129480306081,0.07127088643421813,0.5915037419976604,2,2,291.31233804183006,down,True,,0,119,SH603005,晶方科技,20240926 +22,7206,True,0.0,0.7820571291048014,0.05034129480306081,0.07127088643421813,0.5900966496888821,2,2,290.3123380418301,down,True,,0,119,SH603005,晶方科技,20240927 +22,7209,True,0.0,0.5997913002753948,0.05034129480306081,0.07127088643421813,0.5886798302297274,2,2,289.3123380418302,down,True,,0,119,SH603005,晶方科技,20240930 +22,7220,True,0.0,0.6466385375477481,0.05034129480306081,0.07127088643421813,0.5829132353100224,2,2,285.3123380418301,down,True,,0,119,SH603005,晶方科技,20241011 +22,7223,True,0.0,0.40586457153558736,0.05034129480306081,0.07127088643421813,0.5814462333235362,2,2,284.3123380418301,down,False,,0,119,SH603005,晶方科技,20241014 +22,7604,True,0.0,0.529795794806727,0.009046972600475297,0.06645818764848466,0.29405241465154225,2,2,168.56775555264676,down,False,,0,119,SH603005,晶方科技,20251030 +22,7605,True,0.0,0.6164089888863098,0.009046972600475297,0.06645818764848466,0.2898395063684411,2,2,167.56775555264682,down,False,,0,119,SH603005,晶方科技,20251031 +22,7608,True,0.0,0.6340447999112332,0.009046972600475297,0.06645818764848466,0.28557601316547815,2,2,166.56775555264682,down,False,,0,119,SH603005,晶方科技,20251103 +22,7609,True,0.0,0.6976463648252831,0.009046972600475297,0.06645818764848466,0.2812610184707086,2,2,165.56775555264676,down,False,,0,119,SH603005,晶方科技,20251104 +22,7610,True,0.0,0.7132228113780902,0.009046972600475297,0.06645818764848466,0.2768935834339019,2,2,164.56775555264687,down,False,,0,119,SH603005,晶方科技,20251105 +22,7611,True,0.0,0.6931244986670277,0.009046972600475297,0.06645818764848466,0.27247274624552703,2,2,163.5677555526468,down,False,,0,119,SH603005,晶方科技,20251106 +23,7363,True,0.0,0.30658174106214586,-0.2553351326119289,0.20346716126357384,0.028000364881758222,2,2,122.42802949768996,down,False,,0,119,SH603061,金海通,20250303 +24,7591,True,0.0,0.7658126653314715,0.009079241119237302,0.04527616007972901,0.2757797401490958,2,2,164.31465204314858,down,False,,0,119,SH603118,共进股份,20251017 +24,7594,True,0.0,0.7493295303384844,0.009079241119237302,0.04527616007972901,0.27134523136013783,2,2,163.31465204314856,down,False,,0,119,SH603118,共进股份,20251020 +24,7595,True,0.0,0.7301255605780932,0.009079241119237302,0.04527616007972901,0.26685608167791336,2,2,162.31465204314858,down,False,,0,119,SH603118,共进股份,20251021 +24,7596,True,0.0,0.7445069488615268,0.009079241119237302,0.04527616007972901,0.2623112749350891,2,2,161.31465204314858,down,False,,0,119,SH603118,共进股份,20251022 +24,7597,True,0.0,0.7556286596463728,0.009079241119237302,0.04527616007972901,0.25770976961000924,2,2,160.31465204314858,down,False,,0,119,SH603118,共进股份,20251023 +24,7598,True,0.0,0.7249739819058909,0.009079241119237302,0.04527616007972901,0.2530504980309645,2,2,159.31465204314858,down,False,,0,119,SH603118,共进股份,20251024 +24,7601,True,0.0,0.7313495342427543,0.009079241119237302,0.04527616007972901,0.24833236555030555,2,2,158.31465204314858,down,False,,0,119,SH603118,共进股份,20251027 +24,7602,True,0.0,0.7372916772755113,0.009079241119237302,0.04527616007972901,0.2435542496870512,2,2,157.3146520431486,down,False,,0,119,SH603118,共进股份,20251028 +24,7603,True,0.0,0.7428388082121774,0.009079241119237302,0.04527616007972901,0.23871499923659373,2,2,156.3146520431486,down,False,,0,119,SH603118,共进股份,20251029 +24,7604,True,0.0,0.7480264064703006,0.009079241119237302,0.04527616007972901,0.23381343334600432,2,2,155.31465204314858,down,False,,0,119,SH603118,共进股份,20251030 +24,7605,True,0.0,0.7528871812676086,0.009079241119237302,0.04527616007972901,0.22884834055339143,2,2,154.31465204314858,down,False,,0,119,SH603118,共进股份,20251031 +24,7608,True,0.0,0.8405784694542318,0.009079241119237302,0.04527616007972901,0.22381847778965802,2,2,153.3146520431486,down,True,,0,119,SH603118,共进股份,20251103 +24,7609,True,0.0,0.8150140448353804,0.009079241119237302,0.04527616007972901,0.2187225693409395,2,2,152.3146520431486,down,False,,0,119,SH603118,共进股份,20251104 +24,7610,True,0.0,0.7789741449393826,0.009079241119237302,0.04527616007972901,0.21355930576989837,2,2,151.31465204314856,down,False,,0,119,SH603118,共进股份,20251105 +24,7611,True,0.0,0.8460841673454326,0.009079241119237302,0.04527616007972901,0.20832734279396492,2,2,150.31465204314858,down,True,,0,119,SH603118,共进股份,20251106 +25,7400,True,0.0,0.5317991166541266,0.002942060453440505,0.008309154528965731,0.5874945999269819,3,2,288.481071954296,down,False,,0,119,SH603183,建研院,20250409 +25,7401,True,0.0,0.40566136638492234,0.002942060453440505,0.008309154528965731,0.586059704066643,3,2,287.481071954296,down,False,,0,119,SH603183,建研院,20250410 +25,7402,True,0.0,0.47688244586251916,0.002942060453440505,0.008309154528965731,0.5846147908194621,3,2,286.481071954296,down,False,,0,119,SH603183,建研院,20250411 +25,7405,True,0.0,0.3818226067567886,0.002942060453440505,0.008309154528965731,0.5831597549169518,3,2,285.481071954296,down,False,,0,119,SH603183,建研院,20250414 +25,7406,True,0.0,0.36034662593068134,0.002942060453440505,0.008309154528965731,0.5816944896104785,3,2,284.48107195429594,down,False,,0,119,SH603183,建研院,20250415 +25,7407,True,0.0,0.485462784613393,0.002942060453440505,0.008309154528965731,0.5802188866451523,2,2,283.48107195429594,down,False,,0,119,SH603183,建研院,20250416 +25,7408,True,0.0,0.37194019664690814,0.002942060453440505,0.008309154528965731,0.5787328362331704,2,2,282.48107195429594,down,False,,0,119,SH603183,建研院,20250417 +25,7409,True,0.0,0.35019275777530157,0.002942060453440505,0.008309154528965731,0.577236227026583,2,2,281.48107195429594,down,False,,0,119,SH603183,建研院,20250418 +25,7412,True,0.0,0.36531521198996697,0.002942060453440505,0.008309154528965731,0.5757289460894855,2,2,280.48107195429594,down,False,,0,119,SH603183,建研院,20250421 +25,7419,True,0.0,0.520859940244449,0.002942060453440505,0.008309154528965731,0.5680283979011708,2,2,275.4810719542959,down,False,,0,119,SH603183,建研院,20250428 +25,7420,True,0.0,0.36946674841444116,0.002942060453440505,0.008309154528965731,0.5664546223434496,2,2,274.48107195429594,down,False,,0,119,SH603183,建研院,20250429 +25,7547,True,0.0,0.427030638998656,0.005675291666926735,0.010743571878887427,0.4014752141950722,2,2,198.82217549263646,down,False,,0,119,SH603183,建研院,20250903 +25,7569,True,0.0,0.34835339350228495,-0.0005260334416122614,0.0070861609855567,0.2597860969111393,2,2,160.76434055537374,down,False,,0,119,SH603183,建研院,20250925 +25,7583,True,0.0,0.34832871134017074,-0.0005260334416122614,0.0070861609855567,0.2408987938301838,2,2,156.76434055537376,down,False,,0,119,SH603183,建研院,20251009 +27,7588,True,0.0,0.384433201795497,0.004282626092964789,0.02867654925034983,0.19335024775331966,3,2,147.52375447777837,down,False,,0,119,SH603315,福鞍股份,20251014 +27,7590,True,0.0,0.539394879837168,-0.025673868304266125,0.02867654925034983,0.007349841479219144,2,2,119.88110713378661,down,False,,0,119,SH603315,福鞍股份,20251016 +27,7603,True,0.0,0.32645589720625545,-0.025673868304266125,0.017693073786445343,0.08886219442288702,2,3,130.60592950001194,down,False,,0,119,SH603315,福鞍股份,20251029 +27,7604,True,0.0,0.6866486822649278,-0.025673868304266125,0.017693073786445343,0.08183213176223507,2,3,129.6059295000119,down,True,,0,119,SH603315,福鞍股份,20251030 +27,7605,True,0.0,0.39891719241491863,-0.025673868304266125,0.017693073786445343,0.07469274190822583,2,3,128.60592950001185,none,,,0,119,SH603315,福鞍股份,20251031 +27,7608,True,0.0,0.35016507549086073,-0.025673868304266125,0.017693073786445343,0.06744145459174031,2,3,127.60592950001185,down,False,,0,119,SH603315,福鞍股份,20251103 +27,7609,True,0.0,0.448952743978301,-0.025673868304266125,0.017693073786445343,0.06007561833832767,2,3,126.60592950001192,down,True,,0,119,SH603315,福鞍股份,20251104 +29,7511,True,0.0,0.6943033415199661,0.011114514096017545,0.06321796264859618,0.014332058813332603,3,2,120.73031396023012,down,False,,0,119,SH603527,众源新材,20250729 +29,7512,True,0.0,0.7761202535000569,0.011114514096017545,0.06321796264859618,0.006099657940200009,3,2,119.73031396023015,down,False,,0,119,SH603527,众源新材,20250730 +29,7559,True,0.0,0.3285357238348725,0.015102134019146026,0.030777497062894878,0.3290028210554357,2,2,177.34798853726838,down,False,,0,119,SH603527,众源新材,20250915 +29,7560,True,0.0,0.3872553814314967,0.015102134019146026,0.030777497062894878,0.32519786028151276,2,2,176.34798853726846,down,False,,0,119,SH603527,众源新材,20250916 +29,7561,True,0.0,0.3932786611959235,0.015102134019146026,0.030777497062894878,0.32134950054070455,2,2,175.3479885372684,down,False,,0,119,SH603527,众源新材,20250917 +29,7562,True,0.0,0.5852265392274318,0.015102134019146026,0.030777497062894878,0.31745699506844177,2,2,174.34798853726835,down,False,,0,119,SH603527,众源新材,20250918 +29,7563,True,0.0,0.6582678480805111,0.015102134019146026,0.030777497062894878,0.31351957986858336,2,2,173.3479885372684,down,False,,0,119,SH603527,众源新材,20250919 +29,7566,True,0.0,0.6608432138274846,0.015102134019146026,0.030777497062894878,0.3095364732135092,2,2,172.34798853726838,down,False,,0,119,SH603527,众源新材,20250922 +29,7567,True,0.0,0.7167743830861822,0.015102134019146026,0.030777497062894878,0.3055068751267108,2,2,171.34798853726832,down,False,,0,119,SH603527,众源新材,20250923 +29,7568,True,0.0,0.69158288479947,0.015102134019146026,0.030777497062894878,0.3014299668471551,2,2,170.34798853726838,down,False,,0,119,SH603527,众源新材,20250924 +29,7569,True,0.0,0.7345410336501664,0.015102134019146026,0.030777497062894878,0.29730491027467,2,2,169.34798853726846,down,True,,0,119,SH603527,众源新材,20250925 +29,7570,True,0.0,0.6856597873255161,0.015102134019146026,0.030777497062894878,0.2931308473955652,2,2,168.3479885372684,down,False,,0,119,SH603527,众源新材,20250926 +29,7573,True,0.0,0.5888205550939787,0.015102134019146026,0.030777497062894878,0.2889068996876604,2,2,167.34798853726835,down,False,,0,119,SH603527,众源新材,20250929 +29,7574,True,0.0,0.5300749824022025,0.015102134019146026,0.030777497062894878,0.2846321675038506,2,2,166.3479885372684,down,False,,0,119,SH603527,众源新材,20250930 +29,7583,True,0.0,0.45432655644188935,0.015102134019146026,0.030777497062894878,0.2803057294333025,2,2,165.34798853726838,down,False,,0,119,SH603527,众源新材,20251009 +29,7584,True,0.0,0.5661379407962543,0.015102134019146026,0.030777497062894878,0.2759266416393351,2,2,164.34798853726844,down,False,,0,119,SH603527,众源新材,20251010 +29,7587,True,0.0,0.5144848085576926,0.015102134019146026,0.030777497062894878,0.27149393717297127,2,2,163.34798853726838,down,False,,0,119,SH603527,众源新材,20251013 +29,7588,True,0.0,0.6096876922741206,0.015102134019146026,0.030777497062894878,0.26700662526112806,2,2,162.34798853726835,down,False,,0,119,SH603527,众源新材,20251014 +29,7589,True,0.0,0.424089375361488,0.015102134019146026,0.030777497062894878,0.26246369056833196,2,2,161.3479885372684,down,False,,0,119,SH603527,众源新材,20251015 +29,7590,True,0.0,0.574772315196956,0.015102134019146026,0.030777497062894878,0.2578640924308087,2,2,160.34798853726846,down,False,,0,119,SH603527,众源新材,20251016 +29,7591,True,0.0,0.6440853765617354,0.015102134019146026,0.030777497062894878,0.25320676406173587,2,2,159.3479885372683,down,False,,0,119,SH603527,众源新材,20251017 +29,7594,True,0.0,0.6251407136582687,0.015102134019146026,0.030777497062894878,0.2484906117263846,2,2,158.34798853726838,down,False,,0,119,SH603527,众源新材,20251020 +29,7595,True,0.0,0.5775608723009077,0.015102134019146026,0.030777497062894878,0.24371451388579754,2,2,157.34798853726844,down,False,,0,119,SH603527,众源新材,20251021 +30,7301,True,0.0,0.7244515768301744,0.004558360128973149,0.022261739729066515,0.12481067010229638,2,2,135.9705790904801,down,False,,0,119,SH603618,杭电股份,20241231 +30,7303,True,0.0,0.7795312038289351,0.004558360128973149,0.022261739729066515,0.11832637303700062,2,2,134.97057909048013,down,False,,0,119,SH603618,杭电股份,20250102 +30,7304,True,0.0,0.8207824611357415,0.004558360128973149,0.022261739729066515,0.11174527416478065,2,2,133.97057909048013,down,False,,0,119,SH603618,杭电股份,20250103 +30,7307,True,0.0,0.8110449991999336,0.004558360128973149,0.022261739729066515,0.10506518950311414,2,2,132.97057909048013,down,False,,0,119,SH603618,杭电股份,20250106 +30,7308,True,0.0,0.7942406053579676,0.004558360128973149,0.022261739729066515,0.09828386887343595,2,2,131.97057909048013,down,False,,0,119,SH603618,杭电股份,20250107 +30,7309,True,0.0,0.8070577547140665,0.004558360128973149,0.022261739729066515,0.09139899337400273,2,2,130.97057909048013,down,False,,0,119,SH603618,杭电股份,20250108 +30,7310,True,0.0,0.8056903352918755,0.004558360128973149,0.022261739729066515,0.0844081727360995,2,2,129.97057909048013,down,False,,0,119,SH603618,杭电股份,20250109 +30,7311,True,0.0,0.8234911548033849,0.004558360128973149,0.022261739729066515,0.07730894255724163,2,2,128.97057909048013,down,False,,0,119,SH603618,杭电股份,20250110 +30,7314,True,0.0,0.8264844447857269,0.004558360128973149,0.022261739729066515,0.07009876140466284,2,2,127.97057909048013,down,False,,0,119,SH603618,杭电股份,20250113 +30,7315,True,0.0,0.8160173542753518,0.004558360128973149,0.022261739729066515,0.06277500778192284,2,2,126.97057909048014,down,False,,0,119,SH603618,杭电股份,20250114 +30,7316,True,0.0,0.8215797254622352,0.004558360128973149,0.022261739729066515,0.05533497695103402,2,2,125.97057909048013,down,False,,0,119,SH603618,杭电股份,20250115 +30,7317,True,0.0,0.8241540017543162,0.004558360128973149,0.022261739729066515,0.047775877602018194,2,2,124.97057909048011,down,False,,0,119,SH603618,杭电股份,20250116 +30,7318,True,0.0,0.8246256445682707,0.004558360128973149,0.022261739729066515,0.04009482836127081,2,2,123.97057909048013,down,False,,0,119,SH603618,杭电股份,20250117 +30,7321,True,0.0,0.8767584762972456,0.004558360128973149,0.022261739729066515,0.032288854129560826,2,2,122.97057909048014,down,True,,0,119,SH603618,杭电股份,20250120 +30,7322,True,0.0,0.8150864276544607,0.004558360128973149,0.022261739729066515,0.02435488223989237,2,2,121.97057909048013,down,True,,0,119,SH603618,杭电股份,20250121 +30,7323,True,0.0,0.7206416584952472,0.004558360128973149,0.022261739729066515,0.016289738424797164,2,2,120.97057909048014,down,True,,0,119,SH603618,杭电股份,20250122 +30,7324,True,0.0,0.7165522875606168,0.004558360128973149,0.022261739729066515,0.008090142581941677,2,2,119.97057909048013,down,True,,0,119,SH603618,杭电股份,20250123 +31,7399,True,0.0,0.8035138503749564,-0.019342091671417996,0.012392774592736158,0.2813584007259311,2,2,165.59019143924746,down,True,,0,119,SH603707,健友股份,20250408 +31,7400,True,0.0,0.8929535090085389,-0.019342091671417996,0.012392774592736158,0.2769921526950491,2,2,164.5901914392474,down,True,,0,119,SH603707,健友股份,20250409 +31,7401,True,0.0,0.7857442613371158,-0.019342091671417996,0.012392774592736158,0.27257252434848384,2,2,163.5901914392474,down,False,,0,119,SH603707,健友股份,20250410 +31,7402,True,0.0,0.6881575375650643,-0.019342091671417996,0.012392774592736158,0.268098530750147,2,2,162.59019143924738,down,False,,0,119,SH603707,健友股份,20250411 +31,7405,True,0.0,0.6024332337031444,-0.019342091671417996,0.012392774592736158,0.2635691625828658,2,2,161.59019143924743,down,False,,0,119,SH603707,健友股份,20250414 +31,7406,True,0.0,0.685392612932896,-0.019342091671417996,0.012392774592736158,0.25898338538927096,2,2,160.59019143924743,down,False,,0,119,SH603707,健友股份,20250415 +31,7407,True,0.0,0.7708277669225446,-0.019342091671417996,0.012392774592736158,0.2543401387841508,2,2,159.5901914392474,down,False,,0,119,SH603707,健友股份,20250416 +31,7408,True,0.0,0.7648223666843819,-0.019342091671417996,0.012392774592736158,0.2496383356370035,2,2,158.59019143924746,down,False,,0,119,SH603707,健友股份,20250417 +31,7542,True,0.0,0.30727704700345687,-0.030333541896303957,0.015589835199171505,0.04866003192215266,3,3,125.08672398200171,none,,,0,119,SH603707,健友股份,20250829 +31,7554,True,0.0,0.32705062597505435,0.005622765203821982,0.015589835199171505,0.455152824130535,2,3,218.4098684371451,down,False,,0,119,SH603707,健友股份,20250910 +31,7555,True,0.0,0.3934774353529799,0.005622765203821982,0.015589835199171505,0.4526467411280186,2,3,217.4098684371451,down,False,,0,119,SH603707,健友股份,20250911 +31,7556,True,0.0,0.41988973382501443,0.005622765203821982,0.015589835199171505,0.450117497601257,2,3,216.4098684371451,down,False,,0,119,SH603707,健友股份,20250912 +31,7559,True,0.0,0.44024175375934177,0.005622765203821982,0.015589835199171505,0.44756477099505226,2,3,215.4098684371451,down,False,,0,119,SH603707,健友股份,20250915 +31,7560,True,0.0,0.44513457914172816,0.005622765203821982,0.015589835199171505,0.44498823273666055,2,3,214.40986843714526,down,False,,0,119,SH603707,健友股份,20250916 +31,7561,True,0.0,0.47555769228457895,0.005622765203821982,0.015589835199171505,0.44238754809481184,2,3,213.40986843714506,down,False,,0,119,SH603707,健友股份,20250917 +31,7562,True,0.0,0.5185091330734393,0.005622765203821982,0.015589835199171505,0.4397623760347391,2,3,212.40986843714524,down,False,,0,119,SH603707,健友股份,20250918 +31,7563,True,0.0,0.6212443290480377,0.005622765203821982,0.015589835199171505,0.4371123690690902,2,3,211.40986843714506,down,False,,0,119,SH603707,健友股份,20250919 +31,7566,True,0.0,0.6334100444735296,0.005622765203821982,0.015589835199171505,0.4344371731046046,2,3,210.40986843714524,down,False,,0,119,SH603707,健友股份,20250922 +31,7567,True,0.0,0.7518377921679307,-0.0027740831026283885,0.015589835199171505,0.11649746202430816,3,3,134.6911807097425,down,False,,0,119,SH603707,健友股份,20250923 +31,7568,True,0.0,0.7197828425470822,-0.0027740831026283885,0.015589835199171505,0.1098889293351274,3,3,133.6911807097426,down,False,,0,119,SH603707,健友股份,20250924 +31,7569,True,0.0,0.7493526732459036,-0.0027740831026283885,0.015589835199171505,0.10318078893043807,3,3,132.6911807097425,down,False,,0,119,SH603707,健友股份,20250925 +31,7570,True,0.0,0.7570956375259636,-0.0027740831026283885,0.015589835199171505,0.09637077168982797,3,3,131.6911807097424,down,False,,0,119,SH603707,健友股份,20250926 +31,7573,True,0.0,0.781792538459786,-0.0027740831026283885,0.015589835199171505,0.08945653904304297,3,3,130.69118070974253,down,False,,0,119,SH603707,健友股份,20250929 +32,7532,True,0.0,0.32195639832565753,0.00478885131702382,0.06789552511577293,0.14835792572842446,2,2,139.73006218813552,down,False,,0,119,SH603813,*ST原尚,20250819 +32,7533,True,0.0,0.3603366756080718,0.00478885131702382,0.06789552511577293,0.1422190827059464,2,2,138.73006218813552,down,False,,0,119,SH603813,*ST原尚,20250820 +33,7289,True,0.0,0.43651248896644795,0.02846635299434641,0.04134199177775285,0.5501795251388546,2,2,264.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241219 +33,7290,True,0.0,0.4857270761876446,0.02846635299434641,0.04134199177775285,0.5484727503333269,2,2,263.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241220 +33,7293,True,0.0,0.7059693068101306,0.02846635299434641,0.04134199177775285,0.546752974005032,2,2,262.5499852729781,down,False,,0,119,SH603900,莱绅通灵,20241223 +33,7294,True,0.0,0.707927502505368,0.02846635299434641,0.04134199177775285,0.5450200470254263,2,2,261.5499852729781,down,False,,0,119,SH603900,莱绅通灵,20241224 +33,7295,True,0.0,0.7125214841654323,0.02846635299434641,0.04134199177775285,0.5432738179765245,2,2,260.5499852729781,down,False,,0,119,SH603900,莱绅通灵,20241225 +33,7296,True,0.0,0.7127673756410445,0.02846635299434641,0.04134199177775285,0.5415141331067944,2,2,259.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241226 +33,7297,True,0.0,0.7125503898120288,0.02846635299434641,0.04134199177775285,0.5397408362860303,2,2,258.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241227 +33,7300,True,0.0,0.7144528041343366,0.02846635299434641,0.04134199177775285,0.5379537689591727,2,2,257.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241230 +33,7301,True,0.0,0.7152665390669115,0.02846635299434641,0.04134199177775285,0.536152770099051,2,2,256.54998527297806,down,False,,0,119,SH603900,莱绅通灵,20241231 +33,7303,True,0.0,0.7152719851029027,0.02846635299434641,0.04134199177775285,0.5343376761580148,2,2,255.5499852729781,down,False,,0,119,SH603900,莱绅通灵,20250102 +33,7304,True,0.0,0.71669752263778,0.02846635299434641,0.04134199177775285,0.5325083210184237,2,2,254.5499852729781,down,False,,0,119,SH603900,莱绅通灵,20250103 +33,7307,True,0.0,0.7940564795033448,0.014309196397265508,0.04134199177775285,0.22341339127785032,3,2,153.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250106 +33,7308,True,0.0,0.7952243037013547,0.014309196397265508,0.04134199177775285,0.21831214488725123,3,2,152.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250107 +33,7309,True,0.0,0.7965425028817927,0.014309196397265508,0.04134199177775285,0.2131434371655414,3,2,151.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250108 +33,7310,True,0.0,0.7978517559388374,0.014309196397265508,0.04134199177775285,0.20790592099370603,3,2,150.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250109 +33,7311,True,0.0,0.7992914969377416,0.014309196397265508,0.04134199177775285,0.20259821314533094,3,2,149.23467938213741,down,False,,0,119,SH603900,莱绅通灵,20250110 +33,7314,True,0.0,0.8006372975911118,0.014309196397265508,0.04134199177775285,0.19721889306869073,3,2,148.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250113 +33,7315,True,0.0,0.801921624428508,0.014309196397265508,0.04134199177775285,0.19176650161920236,3,2,147.23467938213741,down,False,,0,119,SH603900,莱绅通灵,20250114 +33,7316,True,0.0,0.8033286068813998,0.014309196397265508,0.04134199177775285,0.18623953973987464,3,2,146.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250115 +33,7317,True,0.0,0.8046870538483719,0.014309196397265508,0.04134199177775285,0.18063646708724113,2,2,145.23467938213747,down,False,,0,119,SH603900,莱绅通灵,20250116 +33,7318,True,0.0,0.8061775022068842,0.014309196397265508,0.04134199177775285,0.17495570060013338,2,2,144.23467938213747,down,False,,0,119,SH603900,莱绅通灵,20250117 +33,7321,True,0.0,0.81535089044852,0.014309196397265508,0.04134199177775285,0.16919561300850522,2,2,143.23467938213747,down,False,,0,119,SH603900,莱绅通灵,20250120 +33,7322,True,0.0,0.8090825226349331,0.014309196397265508,0.04134199177775285,0.1633545312793484,2,2,142.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250121 +33,7323,True,0.0,0.8105979401889514,0.014309196397265508,0.04134199177775285,0.15743073499658888,2,2,141.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250122 +33,7324,True,0.0,0.8121093452148664,0.014309196397265508,0.04134199177775285,0.15142245467166698,2,2,140.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250123 +33,7325,True,0.0,0.8136105912994198,0.014309196397265508,0.04134199177775285,0.14532786998131586,2,2,139.23467938213747,down,False,,0,119,SH603900,莱绅通灵,20250124 +33,7328,True,0.0,0.8151756264807213,0.014309196397265508,0.04134199177775285,0.13914510792884974,2,2,138.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250127 +33,7337,True,0.0,0.8167262555629666,0.014309196397265508,0.04134199177775285,0.13287224092506536,2,2,137.23467938213747,down,False,,0,119,SH603900,莱绅通灵,20250205 +33,7338,True,0.0,0.8183146472069766,0.014309196397265508,0.04134199177775285,0.12650728478461967,2,2,136.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250206 +33,7339,True,0.0,0.8405888822017329,0.014309196397265508,0.04134199177775285,0.12004819663351673,2,2,135.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250207 +33,7342,True,0.0,0.8585746153172374,0.014309196397265508,0.04134199177775285,0.11349287272305816,2,2,134.23467938213744,down,False,,0,119,SH603900,莱绅通灵,20250210 +33,7415,True,0.0,0.661725164225945,0.006406686900696256,0.024444762019918215,0.5036783077232642,2,2,239.76385044570804,down,False,,0,119,SH603900,莱绅通灵,20250424 +33,7416,True,0.0,0.6634555566414171,0.006406686900696256,0.024444762019918215,0.5015995940011064,2,2,238.76385044570802,down,False,,0,119,SH603900,莱绅通灵,20250425 +33,7419,True,0.0,0.618262209943895,0.006406686900696256,0.024444762019918215,0.4995033947468271,2,2,237.76385044570802,down,False,,0,119,SH603900,莱绅通灵,20250428 +33,7420,True,0.0,0.6259951879662875,0.006406686900696256,0.024444762019918215,0.4973894884038149,2,2,236.76385044570804,down,False,,0,119,SH603900,莱绅通灵,20250429 +34,7540,True,0.0,0.41652219697650206,0.018743741432566335,0.056086737585243636,0.3564413870463802,3,2,184.90934252879953,down,False,,0,119,SH603990,麦迪科技,20250827 +34,7541,True,0.0,0.4796256776908079,0.018743741432566335,0.056086737585243636,0.35294206175868975,3,2,183.90934252879958,down,False,,0,119,SH603990,麦迪科技,20250828 +34,7542,True,0.0,0.5033575396504948,0.018743741432566335,0.056086737585243636,0.34940447352347176,3,2,182.90934252879953,down,False,,0,119,SH603990,麦迪科技,20250829 +34,7545,True,0.0,0.5246155108638983,0.018743741432566335,0.056086737585243636,0.3458279913184771,3,2,181.90934252879953,down,False,,0,119,SH603990,麦迪科技,20250901 +34,7546,True,0.0,0.6386567223982758,0.018743741432566335,0.056086737585243636,0.3422119701692244,3,2,180.90934252879956,down,False,,0,119,SH603990,麦迪科技,20250902 +34,7547,True,0.0,0.6827683484472635,0.018743741432566335,0.056086737585243636,0.33855575076124406,3,2,179.90934252879956,down,False,,0,119,SH603990,麦迪科技,20250903 +34,7548,True,0.0,0.7107218477921081,0.018743741432566335,0.056086737585243636,0.33485865903931616,3,2,178.90934252879953,down,False,,0,119,SH603990,麦迪科技,20250904 +34,7549,True,0.0,0.6530778683508192,0.018743741432566335,0.056086737585243636,0.33112000579319484,3,2,177.90934252879956,down,False,,0,119,SH603990,麦迪科技,20250905 +34,7552,True,0.0,0.5979756696962986,0.018743741432566335,0.056086737585243636,0.32733908622927793,3,2,176.90934252879956,down,False,,0,119,SH603990,麦迪科技,20250908 +35,7405,True,0.0,0.857862140799361,-0.0006167752737642044,0.019852807952524337,0.007395366561235935,2,2,119.88660539266095,down,True,,0,119,SH605138,盛泰集团,20250414 +36,7188,True,0.0,0.4515466318965302,0.0025841838529609687,0.018848179638684754,0.07665427161827973,2,3,128.87913632151893,down,False,,0,119,SH605368,蓝天燃气,20240909 +36,7189,True,0.0,0.6716755426603153,0.0025841838529609687,0.018848179638684754,0.06943381521747839,2,3,127.87913632151901,down,False,,0,119,SH605368,蓝天燃气,20240910 +36,7190,True,0.0,0.9243820740805614,0.0025841838529609687,0.018848179638684754,0.06209954252488651,2,3,126.87913632151897,down,True,,0,119,SH605368,蓝天燃气,20240911 +40,7630,True,0.0,0.6214898641337325,0.023022451029766966,0.10969999859977292,0.5300419888328926,2,2,253.21411098934547,down,False,,0,119,SH688202,美迪西,20251125 +40,7631,True,0.0,0.6219358543094577,0.023022451029766966,0.10969999859977292,0.5281786592621418,2,2,252.21411098934556,down,False,,0,119,SH688202,美迪西,20251126 +40,7632,True,0.0,0.6413461636809493,0.023022451029766966,0.10969999859977292,0.5263004950981952,2,2,251.2141109893455,down,False,,0,119,SH688202,美迪西,20251127 +40,7633,True,0.0,0.6186643007264915,0.023022451029766966,0.10969999859977292,0.5244073184782646,2,2,250.21411098934558,down,False,,0,119,SH688202,美迪西,20251128 +40,7636,True,0.0,0.6622727757476622,0.023022451029766966,0.10969999859977292,0.5224989486847816,2,2,249.2141109893455,down,False,,0,119,SH688202,美迪西,20251201 +40,7637,True,0.0,0.7876836791822769,0.023022451029766966,0.10969999859977292,0.5205752020878943,2,2,248.21411098934558,down,True,,0,119,SH688202,美迪西,20251202 +40,7638,True,0.0,0.7121745023159766,0.023022451029766966,0.10969999859977292,0.5186358920865618,2,2,247.21411098934553,down,False,,0,119,SH688202,美迪西,20251203 +40,7639,True,0.0,0.712241795531605,0.023022451029766966,0.10969999859977292,0.51668082904822,2,2,246.21411098934544,down,False,,0,119,SH688202,美迪西,20251204 +40,7640,True,0.0,0.7090815775943653,0.023022451029766966,0.10969999859977292,0.5147098202469658,2,2,245.21411098934553,down,False,,0,119,SH688202,美迪西,20251205 +40,7643,True,0.0,0.7053423869985394,0.023022451029766966,0.10969999859977292,0.5127226698002242,2,2,244.21411098934547,down,False,,0,119,SH688202,美迪西,20251208 +40,7644,True,0.0,0.7982270804809635,0.023022451029766966,0.10969999859977292,0.5107191786038557,2,2,243.21411098934556,down,True,,0,119,SH688202,美迪西,20251209 +40,7645,True,0.0,0.6954978563773807,0.023022451029766966,0.10969999859977292,0.5086991442656511,2,2,242.21411098934547,down,False,,0,119,SH688202,美迪西,20251210 +40,7646,True,0.0,0.7621280410829399,0.023022451029766966,0.10969999859977292,0.5066623610371773,2,2,241.21411098934556,down,True,,0,119,SH688202,美迪西,20251211 +40,7647,True,0.0,0.6799158000705735,0.023022451029766966,0.10969999859977292,0.5046086197439161,2,2,240.2141109893455,down,True,,0,119,SH688202,美迪西,20251212 +40,7650,True,0.0,0.6729765103583887,0.023022451029766966,0.10969999859977292,0.502537707713655,2,2,239.21411098934558,down,False,,0,119,SH688202,美迪西,20251215 +40,7651,True,0.0,0.6733048490694012,0.023022451029766966,0.10969999859977292,0.5004494087030703,2,2,238.2141109893455,down,False,,0,119,SH688202,美迪西,20251216 +40,7652,True,0.0,0.6434372363835814,0.023022451029766966,0.10969999859977292,0.49834350282245715,2,2,237.2141109893456,down,False,,0,119,SH688202,美迪西,20251217 +40,7653,True,0.0,0.6825748865327098,0.023022451029766966,0.10969999859977292,0.4962197664585436,2,2,236.21411098934553,down,False,,0,119,SH688202,美迪西,20251218 +40,7654,True,0.0,0.685928179308788,0.023022451029766966,0.10969999859977292,0.49407797219534044,2,2,235.2141109893456,down,False,,0,119,SH688202,美迪西,20251219 +40,7657,True,0.0,0.6859304740882077,0.023022451029766966,0.10969999859977292,0.491917888732958,2,2,234.21411098934556,down,False,,0,119,SH688202,美迪西,20251222 +40,7658,True,0.0,0.6846775434714771,0.023022451029766966,0.10969999859977292,0.4897392808043403,2,2,233.21411098934564,down,False,,0,119,SH688202,美迪西,20251223 +40,7659,True,0.0,0.6836647414213867,0.023022451029766966,0.10969999859977292,0.4875419090898402,2,2,232.21411098934556,down,False,,0,119,SH688202,美迪西,20251224 +44,7398,True,0.0,0.6796583623911767,-0.07228891086253245,-0.036496535999247424,0.12173394042349507,2,2,135.49424881269022,down,True,,0,119,SH688472,阿特斯,20250407 +46,7188,True,0.0,0.398137014868839,-0.017782379667417084,-0.002342808012537703,0.534965829412605,2,3,255.89517400342538,down,False,,0,119,SH688607,康众医疗,20240909 +47,7511,True,0.0,0.5397801224895753,0.04670781962185189,0.10385234110064101,0.1749863680595862,2,2,144.24004088285747,down,False,,0,119,SH688679,通源环境,20250729 +47,7512,True,0.0,0.6015958906824685,0.04670781962185189,0.10385234110064101,0.16922671016745308,2,2,143.24004088285744,down,False,,0,119,SH688679,通源环境,20250730 +47,7513,True,0.0,0.7892201802711732,0.04670781962185189,0.10385234110064101,0.16338606723262228,2,2,142.24004088285747,down,False,,0,119,SH688679,通源环境,20250731 +47,7514,True,0.0,0.7205297553009387,0.04670781962185189,0.10385234110064101,0.15746271909750523,2,2,141.24004088285747,down,False,,0,119,SH688679,通源环境,20250801 +47,7517,True,0.0,0.7008998315908328,0.04670781962185189,0.10385234110064101,0.15145489654127622,2,2,140.24004088285744,down,False,,0,119,SH688679,通源环境,20250804 +47,7518,True,0.0,0.6932627987217247,0.04670781962185189,0.10385234110064101,0.1453607795180514,2,2,139.24004088285747,down,False,,0,119,SH688679,通源环境,20250805 +47,7519,True,0.0,0.6965686585002303,0.04670781962185189,0.10385234110064101,0.1391784953185974,2,2,138.24004088285747,down,True,,0,119,SH688679,通源环境,20250806 +47,7520,True,0.0,0.4521918203859545,0.04670781962185189,0.10385234110064101,0.13290611665167337,2,2,137.24004088285747,down,True,,0,119,SH688679,通源环境,20250807 +47,7521,True,0.0,0.5311484624366286,0.04670781962185189,0.10385234110064101,0.12654165964087513,2,2,136.24004088285744,down,False,,0,119,SH688679,通源环境,20250808 +47,7673,True,0.0,0.3011679128872209,0.02740574798184639,0.12806386055549382,0.27677705783520684,2,2,164.54124041447338,down,False,,0,119,SH688679,通源环境,20260107 +49,7545,True,0.0,0.324480540298793,-0.0006762424653403248,0.012913750561756655,0.17955311709436625,2,2,145.04290585949747,down,False,,0,119,SZ000039,中集集团,20250901 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+57,7531,True,0.0,0.5911030494075717,0.008706357047331205,0.020358453211586986,0.17760297899602226,3,2,144.69896772574089,down,False,,0,119,SZ000931,中关村,20250818 +57,7532,True,0.0,0.5209555736564246,0.008706357047331205,0.020358453211586986,0.17187992451609313,3,2,143.6989677257409,down,False,,0,119,SZ000931,中关村,20250819 +57,7533,True,0.0,0.6065021455995686,0.008706357047331205,0.020358453211586986,0.16607665846111058,3,2,142.69896772574094,down,False,,0,119,SZ000931,中关村,20250820 +57,7534,True,0.0,0.5849737106507197,0.008706357047331205,0.020358453211586986,0.16019148262021835,2,2,141.6989677257409,down,False,,0,119,SZ000931,中关村,20250821 +57,7535,True,0.0,0.667869861055014,0.008706357047331205,0.020358453211586986,0.15422265050329248,2,2,140.69896772574094,down,False,,0,119,SZ000931,中关村,20250822 +57,7538,True,0.0,0.602834801351853,0.008706357047331205,0.020358453211586986,0.14816836561296157,2,2,139.69896772574086,down,True,,0,119,SZ000931,中关村,20250825 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+80,7514,True,0.0,0.6595071675976604,-0.04973331428362465,0.10484201196377706,0.07423397621000116,2,3,128.54219850586568,down,False,,0,119,SZ003019,宸展光电,20250801 +80,7517,True,0.0,0.682026512816013,-0.04973331428362465,0.10484201196377706,0.06697546855814007,2,3,127.5421985058657,down,False,,0,119,SZ003019,宸展光电,20250804 +80,7518,True,0.0,0.6225369307765005,-0.04973331428362465,0.10484201196377706,0.05960224016114314,2,3,126.54219850586568,down,False,,0,119,SZ003019,宸展光电,20250805 +80,7519,True,0.0,0.6578719392064329,-0.04973331428362465,0.10484201196377706,0.052111549612220774,2,3,125.54219850586568,down,False,,0,119,SZ003019,宸展光电,20250806 +80,7520,True,0.0,0.6950566824706403,-0.04973331428362465,0.10484201196377706,0.044500567457098884,2,3,124.54219850586568,down,False,,0,119,SZ003019,宸展光电,20250807 +80,7521,True,0.0,0.7213176155050469,-0.04973331428362465,0.10484201196377706,0.03676637263056318,2,3,123.54219850586568,down,False,,0,119,SZ003019,宸展光电,20250808 +80,7524,True,0.0,0.713044397733277,-0.04973331428362465,0.10484201196377706,0.02890594871852326,2,3,122.54219850586567,down,False,,0,119,SZ003019,宸展光电,20250811 +80,7525,True,0.0,0.4054161737330737,-0.04973331428362465,0.10484201196377706,0.020916180035553626,2,3,121.54219850586571,none,,,0,119,SZ003019,宸展光电,20250812 +82,7476,True,0.0,0.5535826422750948,-0.013114082415863593,0.02697260437964955,0.07973196238420553,2,2,129.31015219033574,down,False,,0,119,SZ300078,思创医惠,20250624 +82,7477,True,0.0,0.5317485045992966,-0.013114082415863593,0.02697260437964955,0.07255974707695026,2,2,128.31015219033577,down,False,,0,119,SZ300078,思创医惠,20250625 +82,7478,True,0.0,0.6039331093559311,-0.013114082415863593,0.02697260437964955,0.0652748586610093,2,2,127.31015219033577,down,False,,0,119,SZ300078,思创医惠,20250626 +82,7479,True,0.0,0.6289100900457241,-0.013114082415863593,0.02697260437964955,0.05787462103062099,2,2,126.31015219033574,down,False,,0,119,SZ300078,思创医惠,20250627 +82,7482,True,0.0,0.5663611729820035,-0.013114082415863593,0.02697260437964955,0.05035627265659337,2,2,125.31015219033576,down,False,,0,119,SZ300078,思创医惠,20250630 +82,7483,True,0.0,0.575324060071601,-0.013114082415863593,0.02697260437964955,0.04271696315040453,2,2,124.31015219033576,down,True,,0,119,SZ300078,思创医惠,20250701 +82,7484,True,0.0,0.6301243942158649,-0.013114082415863593,0.02697260437964955,0.03495374966112114,2,2,123.31015219033574,down,False,,0,119,SZ300078,思创医惠,20250702 +82,7485,True,0.0,0.6248630355758233,-0.013114082415863593,0.02697260437964955,0.027063593095563884,2,2,122.31015219033574,down,False,,0,119,SZ300078,思创医惠,20250703 +82,7486,True,0.0,0.7144709331119884,-0.013114082415863593,0.02697260437964955,0.0190433541515233,2,2,121.31015219033576,down,False,,0,119,SZ300078,思创医惠,20250704 +82,7489,True,0.0,0.7515271727543702,-0.013114082415863593,0.02697260437964955,0.010889789153146697,2,2,120.31015219033576,down,False,,0,119,SZ300078,思创医惠,20250707 +82,7490,True,0.0,0.7434843436920503,-0.013114082415863593,0.02697260437964955,0.0025995456768922163,2,2,119.31015219033574,down,False,,0,119,SZ300078,思创医惠,20250708 +83,7300,True,0.0,0.6976626159563281,0.03414252063399059,0.04311914456828155,0.5018960781045029,2,2,238.90596875277419,down,False,,0,119,SZ300128,锦富技术,20241230 +83,7301,True,0.0,0.7137250513520257,0.03414252063399059,0.04311914456828155,0.4998023772843558,2,2,237.90596875277424,down,False,,0,119,SZ300128,锦富技术,20241231 +83,7303,True,0.0,0.719100831800646,0.03414252063399059,0.04311914456828155,0.4976910010900414,2,2,236.90596875277424,down,False,,0,119,SZ300128,锦富技术,20250102 +83,7304,True,0.0,0.7600778995308899,0.03414252063399059,0.04311914456828155,0.49556172474504,2,2,235.9059687527742,down,False,,0,119,SZ300128,锦富技术,20250103 +83,7350,True,0.0,0.5384855779104399,-0.016447253069533048,0.02134887495135217,0.09994361124085122,3,2,132.21393846674184,down,False,,0,119,SZ300128,锦富技术,20250218 +83,7351,True,0.0,0.5531621197506105,-0.016447253069533048,0.02134887495135217,0.09308415408807859,3,2,131.21393846674187,down,False,,0,119,SZ300128,锦富技术,20250219 +83,7352,True,0.0,0.42410428540607475,-0.016447253069533048,0.02134887495135217,0.08611934020877496,3,2,130.21393846674184,down,False,,0,119,SZ300128,锦富技术,20250220 +83,7353,True,0.0,0.4381401943507561,-0.016447253069533048,0.02134887495135217,0.07904672350321394,3,2,129.21393846674184,down,True,,0,119,SZ300128,锦富技术,20250221 +83,7356,True,0.0,0.553040215810019,-0.016447253069533048,0.02134887495135217,0.07186378155860089,3,2,128.21393846674184,down,False,,0,119,SZ300128,锦富技术,20250224 +83,7357,True,0.0,0.5296492056088465,-0.016447253069533048,0.02134887495135217,0.06456791264967601,3,2,127.21393846674182,down,False,,0,119,SZ300128,锦富技术,20250225 +83,7505,True,0.0,0.5556222724381579,-0.01859169318054185,0.019581119926761408,0.01946433031890156,2,3,121.36223462294093,down,False,,0,119,SZ300128,锦富技术,20250723 +83,7506,True,0.0,0.5440190793994724,-0.01859169318054185,0.019581119926761408,0.011317791059699064,2,3,120.36223462294092,down,False,,0,119,SZ300128,锦富技术,20250724 +83,7507,True,0.0,0.5022589223777857,-0.01859169318054185,0.019581119926761408,0.0030347506821166445,2,3,119.3622346229409,down,False,,0,119,SZ300128,锦富技术,20250725 +83,7532,True,0.0,0.48898019429380146,0.001260182325722644,0.019581119926761408,0.0179516443812743,2,3,121.17529581832626,down,True,,0,119,SZ300128,锦富技术,20250819 +83,7533,True,0.0,0.41003611851460336,0.001260182325722644,0.019581119926761408,0.00977984543597922,2,3,120.17529581832629,down,False,,0,119,SZ300128,锦富技术,20250820 +83,7534,True,0.0,0.50199255484603,0.001260182325722644,0.019581119926761408,0.0014709073480592791,2,3,119.17529581832629,down,False,,0,119,SZ300128,锦富技术,20250821 +86,7650,True,0.0,0.3334877112126104,-0.01534705463297011,0.008322809189148236,0.07518322304101885,2,2,128.67413628816345,down,False,,0,119,SZ300278,华昌达,20251215 +86,7651,True,0.0,0.6085115339043777,-0.01534705463297011,0.008322809189148236,0.06793965121162636,2,2,127.67413628816347,down,False,,0,119,SZ300278,华昌达,20251216 +86,7653,True,0.0,0.5172086307444803,-0.01534705463297011,0.008322809189148236,0.05310668117789998,2,2,125.67413628816344,down,True,,0,119,SZ300278,华昌达,20251218 +87,7504,True,0.0,0.4493043675999583,-0.03557372995646855,0.05675668028873357,0.023942434922848567,2,2,121.91903864870285,down,False,,0,119,SZ300328,宜安科技,20250722 +87,7505,True,0.0,0.5828571357368024,-0.03557372995646855,0.05675668028873357,0.01587044248902847,2,2,120.91903864870285,down,False,,0,119,SZ300328,宜安科技,20250723 +87,7506,True,0.0,0.480892788299586,-0.03557372995646855,0.05675668028873357,0.007663826020112733,3,2,119.91903864870284,down,False,,0,119,SZ300328,宜安科技,20250724 +88,7521,True,0.0,0.7944771383459579,-0.010755087645820663,0.02423491408109763,0.008460886985672773,2,2,120.01543704941119,down,False,,0,119,SZ300379,*ST东通,20250808 +88,7524,True,0.0,0.7488235700718741,-0.010755087645820663,0.02423491408109763,0.00012970627839456567,2,2,119.01543704941118,down,False,,0,119,SZ300379,*ST东通,20250811 +89,7547,True,0.0,0.43943675349988165,-0.0009671177386290827,0.04085912875966609,0.28024284666242055,2,3,165.3335426375218,down,False,,0,119,SZ300429,强力新材,20250903 +89,7548,True,0.0,0.6278139144804255,-0.0009671177386290827,0.04085912875966609,0.27586299126719427,2,3,164.33354263752182,down,False,,0,119,SZ300429,强力新材,20250904 +89,7549,True,0.0,0.472002051382971,-0.0009671177386290827,0.04085912875966609,0.2714295050583034,2,3,163.33354263752182,down,False,,0,119,SZ300429,强力新材,20250905 +89,7552,True,0.0,0.3705073111311799,-0.0009671177386290827,0.04085912875966609,0.2669413969131583,2,3,162.33354263752182,down,False,,0,119,SZ300429,强力新材,20250908 +89,7617,True,0.0,0.4695921027376335,0.00015790646699848413,0.020888934249688677,0.4686523804919955,3,3,223.9588465836861,down,False,,0,119,SZ300429,强力新材,20251112 +89,7618,True,0.0,0.4328447617694022,0.00015790646699848413,0.020888934249688677,0.4662692159410049,3,3,222.95884658368612,down,False,,0,119,SZ300429,强力新材,20251113 +89,7619,True,0.0,0.5498767919763825,0.00015790646699848413,0.020888934249688677,0.4638645774583583,3,3,221.95884658368615,down,False,,0,119,SZ300429,强力新材,20251114 +89,7622,True,0.0,0.4672019562409818,0.00015790646699848413,0.020888934249688677,0.4614381734884289,3,3,220.9588465836861,down,False,,0,119,SZ300429,强力新材,20251117 +89,7623,True,0.0,0.472381249134929,0.00015790646699848413,0.020888934249688677,0.45898970717358717,3,3,219.95884658368607,down,False,,0,119,SZ300429,强力新材,20251118 +89,7624,True,0.0,0.40453774409992715,0.00015790646699848413,0.020888934249688677,0.4565188762331272,3,3,218.9588465836861,down,False,,0,119,SZ300429,强力新材,20251119 +90,7310,True,0.0,0.6977374105425558,0.06625693629372059,0.1031804131169142,0.5991804570205324,2,2,296.8917112060473,down,False,,0,119,SZ300479,神思电子,20250109 +90,7311,True,0.0,0.6996542968259124,0.06625693629372059,0.1031804131169142,0.5978258413696046,2,2,295.8917112060474,down,False,,0,119,SZ300479,神思电子,20250110 +90,7314,True,0.0,0.6998590499878263,0.06625693629372059,0.1031804131169142,0.5964620385113091,2,2,294.8917112060473,down,False,,0,119,SZ300479,神思电子,20250113 +90,7315,True,0.0,0.6965252312267278,0.06625693629372059,0.1031804131169142,0.5950889546640901,2,2,293.8917112060473,down,False,,0,119,SZ300479,神思电子,20250114 +90,7316,True,0.0,0.6981826580874174,0.06625693629372059,0.1031804131169142,0.5937064947656223,2,2,292.8917112060473,down,False,,0,119,SZ300479,神思电子,20250115 +90,7317,True,0.0,0.6987234933284563,0.06625693629372059,0.1031804131169142,0.5923145624508754,2,2,291.89171120604726,down,False,,0,119,SZ300479,神思电子,20250116 +90,7318,True,0.0,0.7002020513934736,0.06625693629372059,0.1031804131169142,0.5909130600297212,2,2,290.8917112060474,down,False,,0,119,SZ300479,神思电子,20250117 +90,7321,True,0.0,0.7007430504615048,0.06625693629372059,0.1031804131169142,0.5895018884640754,2,2,289.8917112060473,down,False,,0,119,SZ300479,神思电子,20250120 +90,7322,True,0.0,0.7015737152134287,0.06625693629372059,0.1031804131169142,0.5880809473445737,2,2,288.8917112060474,down,False,,0,119,SZ300479,神思电子,20250121 +90,7323,True,0.0,0.7025923496313577,0.06625693629372059,0.1031804131169142,0.5866501348667508,2,2,287.8917112060473,down,False,,0,119,SZ300479,神思电子,20250122 +90,7324,True,0.0,0.703079681933105,0.06625693629372059,0.1031804131169142,0.5852093478067286,2,2,286.8917112060474,down,False,,0,119,SZ300479,神思电子,20250123 +90,7325,True,0.0,0.8074145932020419,0.06625693629372059,0.1031804131169142,0.5837584814963923,2,2,285.8917112060473,down,True,,0,119,SZ300479,神思电子,20250124 +90,7328,True,0.0,0.8455176490968513,0.06625693629372059,0.1031804131169142,0.5822974297980418,2,2,284.89171120604726,down,True,,0,119,SZ300479,神思电子,20250127 +90,7337,True,0.0,0.77665089149637,0.06625693629372059,0.1031804131169142,0.5808260850785094,2,2,283.8917112060474,down,True,,0,119,SZ300479,神思电子,20250205 +90,7338,True,0.0,0.7775094436758828,0.06625693629372059,0.1031804131169142,0.5793443381827293,2,2,282.8917112060473,down,True,,0,119,SZ300479,神思电子,20250206 +90,7339,True,0.0,0.7681317996068056,0.06625693629372059,0.1031804131169142,0.5778520784067412,2,2,281.8917112060474,down,True,,0,119,SZ300479,神思电子,20250207 +90,7342,True,0.0,0.6792772889521924,0.06625693629372059,0.1031804131169142,0.57634919347012,2,2,280.8917112060473,down,True,,0,119,SZ300479,神思电子,20250210 +90,7499,True,0.0,0.37330767712881474,-0.03333883182042239,0.0811739974728477,0.043436785170099475,2,2,124.40369664555938,down,False,,0,119,SZ300479,神思电子,20250717 +90,7503,True,0.0,0.38749768064860207,-0.03333883182042239,0.0811739974728477,0.027807139317167835,2,2,122.4036966455594,down,False,,0,119,SZ300479,神思电子,20250721 +90,7504,True,0.0,0.5951667148015218,-0.03333883182042239,0.0811739974728477,0.019799204735726023,2,2,121.40369664555939,down,False,,0,119,SZ300479,神思电子,20250722 +90,7505,True,0.0,0.6729979055259195,-0.03333883182042239,0.0811739974728477,0.011658252069216349,2,2,120.40369664555939,down,False,,0,119,SZ300479,神思电子,20250723 +90,7506,True,0.0,0.6357561928827871,-0.03333883182042239,0.0811739974728477,0.0033809392581684366,2,2,119.40369664555939,down,False,,0,119,SZ300479,神思电子,20250724 +90,7555,True,0.0,0.6773216218924005,0.01575139574624096,0.04523747057817449,0.2900419618804388,2,2,167.6155400890886,down,False,,0,119,SZ300479,神思电子,20250911 +90,7556,True,0.0,0.7054189037122923,0.01575139574624096,0.04523747057817449,0.28578090653266,2,2,166.61554008908863,down,False,,0,119,SZ300479,神思电子,20250912 +90,7559,True,0.0,0.7182896078523491,0.01575139574624096,0.04523747057817449,0.2814683939925748,2,2,165.6155400890885,down,False,,0,119,SZ300479,神思电子,20250915 +90,7560,True,0.0,0.698874206200755,0.01575139574624096,0.04523747057817449,0.277103486489804,2,2,164.61554008908854,down,False,,0,119,SZ300479,神思电子,20250916 +90,7561,True,0.0,0.7086879746168849,0.01575139574624096,0.04523747057817449,0.27268522332777984,2,2,163.61554008908857,down,False,,0,119,SZ300479,神思电子,20250917 +90,7562,True,0.0,0.7579412336940432,0.01575139574624096,0.04523747057817449,0.2682126201788211,2,2,162.61554008908857,down,False,,0,119,SZ300479,神思电子,20250918 +90,7563,True,0.0,0.7586993367129676,0.01575139574624096,0.04523747057817449,0.2636846683530396,2,2,161.6155400890886,down,False,,0,119,SZ300479,神思电子,20250919 +90,7566,True,0.0,0.7578296493549668,0.01575139574624096,0.04523747057817449,0.259100334039941,2,2,160.61554008908848,down,False,,0,119,SZ300479,神思电子,20250922 +90,7567,True,0.0,0.7691886520199973,0.01575139574624096,0.04523747057817449,0.2544585575215243,2,2,159.6155400890885,down,False,,0,119,SZ300479,神思电子,20250923 +90,7568,True,0.0,0.7608567969415051,0.01575139574624096,0.04523747057817449,0.24975825235558893,2,2,158.61554008908865,down,False,,0,119,SZ300479,神思电子,20250924 +90,7569,True,0.0,0.7713475153124875,0.01575139574624096,0.04523747057817449,0.24499830452797988,2,2,157.61554008908854,down,False,,0,119,SZ300479,神思电子,20250925 +90,7570,True,0.0,0.7717011999092503,0.01575139574624096,0.04523747057817449,0.2401775715723445,2,2,156.61554008908846,down,False,,0,119,SZ300479,神思电子,20250926 +90,7573,True,0.0,0.7704397022966394,0.01575139574624096,0.04523747057817449,0.23529488165594828,2,2,155.6155400890886,down,False,,0,119,SZ300479,神思电子,20250929 +90,7574,True,0.0,0.7655471335385203,0.01575139574624096,0.04523747057817449,0.23034903263001247,2,2,154.6155400890886,down,False,,0,119,SZ300479,神思电子,20250930 +90,7583,True,0.0,0.7701231082116039,0.01575139574624096,0.04523747057817449,0.22533879104297316,2,2,153.61554008908863,down,False,,0,119,SZ300479,神思电子,20251009 +90,7584,True,0.0,0.7832545304314718,0.01575139574624096,0.04523747057817449,0.22026289111492586,2,2,152.6155400890885,down,False,,0,119,SZ300479,神思电子,20251010 +90,7587,True,0.0,0.787481239256818,0.01575139574624096,0.04523747057817449,0.21512003367150673,2,2,151.61554008908854,down,False,,0,119,SZ300479,神思电子,20251013 +90,7588,True,0.0,0.7908553758484262,0.01575139574624096,0.04523747057817449,0.20990888503528943,2,2,150.61554008908868,down,False,,0,119,SZ300479,神思电子,20251014 +90,7589,True,0.0,0.8081801480728945,0.01575139574624096,0.04523747057817449,0.20462807587272458,2,2,149.61554008908857,down,False,,0,119,SZ300479,神思电子,20251015 +90,7590,True,0.0,0.7961666585849091,0.01575139574624096,0.04523747057817449,0.19927619999453036,2,2,148.61554008908848,down,False,,0,119,SZ300479,神思电子,20251016 +90,7591,True,0.0,0.7994109946291477,0.01575139574624096,0.04523747057817449,0.19385181310733604,2,2,147.6155400890886,down,False,,0,119,SZ300479,神思电子,20251017 +90,7594,True,0.0,0.7996901695781377,0.01575139574624096,0.04523747057817449,0.18835343151420691,2,2,146.61554008908863,down,False,,0,119,SZ300479,神思电子,20251020 +90,7595,True,0.0,0.8001171198763672,0.01575139574624096,0.04523747057817449,0.18277953076165465,2,2,145.6155400890885,down,False,,0,119,SZ300479,神思电子,20251021 +90,7596,True,0.0,0.8430764754495434,0.01575139574624096,0.04523747057817449,0.17712854423050445,2,2,144.61554008908854,down,False,,0,119,SZ300479,神思电子,20251022 +90,7597,True,0.0,0.8014157365118129,0.01575139574624096,0.04523747057817449,0.17139886166788684,2,2,143.61554008908857,down,False,,0,119,SZ300479,神思电子,20251023 +90,7598,True,0.0,0.8030633386981225,0.01575139574624096,0.04523747057817449,0.16558882765746546,2,2,142.61554008908857,down,False,,0,119,SZ300479,神思电子,20251024 +90,7601,True,0.0,0.8161174964276791,0.01575139574624096,0.04523747057817449,0.15969674002486892,2,2,141.6155400890886,down,False,,0,119,SZ300479,神思电子,20251027 +90,7602,True,0.0,0.9489913138714015,0.01575139574624096,0.04523747057817449,0.1537208481750575,2,2,140.61554008908848,down,True,,0,119,SZ300479,神思电子,20251028 +90,7603,True,0.0,0.8456498510529697,0.01575139574624096,0.04523747057817449,0.14765935135826305,2,2,139.6155400890885,down,False,,0,119,SZ300479,神思电子,20251029 +90,7604,True,0.0,0.8266654595704104,0.01575139574624096,0.04523747057817449,0.14151039686085376,2,2,138.61554008908865,down,False,,0,119,SZ300479,神思电子,20251030 +91,7588,True,0.0,0.3110632736195992,-0.14289470663849538,-0.010731168125845281,0.3781464331033716,2,2,191.36337931431618,down,False,,0,119,SZ300530,领湃科技,20251014 +91,7591,True,0.0,0.4813028790592878,-0.14289470663849538,-0.010731168125845281,0.3682423811189523,2,2,188.36337931431618,down,False,,0,119,SZ300530,领湃科技,20251017 +91,7596,True,0.0,0.350788510270736,-0.14289470663849538,-0.010731168125845281,0.35801774633049493,2,2,185.36337931431615,down,False,,0,119,SZ300530,领湃科技,20251022 +91,7597,True,0.0,0.3085684027527614,-0.14289470663849538,-0.010731168125845281,0.35453558921199796,2,2,184.36337931431615,down,False,,0,119,SZ300530,领湃科技,20251023 +92,7377,True,0.0,0.5974783757930996,-0.007698147349098001,0.06466268565798912,0.14856579417652888,2,2,139.7641757708198,down,False,,0,119,SZ300582,英飞特,20250317 +92,7378,True,0.0,0.4917472944293849,-0.007698147349098001,0.06466268565798912,0.14242995831620062,2,2,138.76417577081978,down,False,,0,119,SZ300582,英飞特,20250318 +92,7379,True,0.0,0.5985606393879581,-0.007698147349098001,0.06466268565798912,0.13620504507670644,2,2,137.7641757708198,down,False,,0,119,SZ300582,英飞特,20250319 +92,7380,True,0.0,0.6738551032857095,-0.007698147349098001,0.06466268565798912,0.12988910049505809,2,2,136.76417577081978,down,False,,0,119,SZ300582,英飞特,20250320 +92,7381,True,0.0,0.7290771451056944,-0.007698147349098001,0.06466268565798912,0.1234801130389435,2,2,135.7641757708198,down,False,,0,119,SZ300582,英飞特,20250321 +92,7384,True,0.0,0.7956414644308487,-0.007698147349098001,0.06466268565798912,0.11697601147079613,2,2,134.76417577081978,down,False,,0,119,SZ300582,英飞特,20250324 +92,7385,True,0.0,0.8050564888989115,-0.007698147349098001,0.06466268565798912,0.11037466261606181,2,2,133.7641757708198,down,False,,0,119,SZ300582,英飞特,20250325 +92,7386,True,0.0,0.8061395589279909,-0.007698147349098001,0.06466268565798912,0.10367386903060206,2,2,132.76417577081978,down,False,,0,119,SZ300582,英飞特,20250326 +92,7387,True,0.0,0.8112154385360715,-0.007698147349098001,0.06466268565798912,0.09687136656188572,2,2,131.7641757708198,down,False,,0,119,SZ300582,英飞特,20250327 +92,7388,True,0.0,0.8165233406228465,-0.007698147349098001,0.06466268565798912,0.08996482179827264,2,2,130.76417577081978,down,False,,0,119,SZ300582,英飞特,20250328 +92,7391,True,0.0,0.8158299237256529,-0.007698147349098001,0.06466268565798912,0.08295182940036316,2,2,129.76417577081978,down,False,,0,119,SZ300582,英飞特,20250331 +92,7392,True,0.0,0.8193552498269652,-0.007698147349098001,0.06466268565798912,0.07582990930799355,2,2,128.76417577081978,down,False,,0,119,SZ300582,英飞特,20250401 +92,7393,True,0.0,0.8244990659157319,-0.007698147349098001,0.06466268565798912,0.06859650381606769,2,2,127.76417577081976,down,False,,0,119,SZ300582,英飞特,20250402 +92,7394,True,0.0,0.8234299520230722,-0.007698147349098001,0.06466268565798912,0.06124897451198562,2,2,126.76417577081979,down,False,,0,119,SZ300582,英飞特,20250403 +92,7398,True,0.0,0.9520078717062008,-0.007698147349098001,0.06466268565798912,0.05378459906695647,2,2,125.76417577081976,down,True,,0,119,SZ300582,英飞特,20250407 +92,7399,True,0.0,0.8976002230773529,-0.007698147349098001,0.06466268565798912,0.046200567873009184,2,2,124.76417577081979,down,False,,0,119,SZ300582,英飞特,20250408 +92,7400,True,0.0,0.9199491680641332,-0.007698147349098001,0.06466268565798912,0.03849398051696209,2,2,123.76417577081979,down,True,,0,119,SZ300582,英飞特,20250409 +92,7401,True,0.0,0.858017297706995,-0.007698147349098001,0.06466268565798912,0.030661842082065703,2,2,122.76417577081982,down,False,,0,119,SZ300582,英飞特,20250410 +92,7402,True,0.0,0.844155138366776,-0.007698147349098001,0.06466268565798912,0.02270105926740262,2,2,121.76417577081979,down,False,,0,119,SZ300582,英飞特,20250411 +92,7405,True,0.0,0.8909411989753184,-0.007698147349098001,0.06466268565798912,0.014608436314489083,2,2,120.76417577081976,down,False,,0,119,SZ300582,英飞特,20250414 +92,7406,True,0.0,0.8480176695963904,-0.007698147349098001,0.06466268565798912,0.006380670729802667,2,2,119.76417577081979,down,False,,0,119,SZ300582,英飞特,20250415 +92,7510,True,0.0,0.5382309776501845,0.05790428247671255,0.06946577548114387,0.539921935382354,2,2,258.65175749879893,down,True,,0,119,SZ300582,英飞特,20250728 +92,7511,True,0.0,0.4899993253993532,0.05790428247671255,0.06946577548114387,0.5381362768287936,2,2,257.65175749879893,down,True,,0,119,SZ300582,英飞特,20250729 +92,7512,True,0.0,0.5853372947846429,0.05790428247671255,0.06946577548114387,0.5363367032444463,2,2,256.651757498799,down,False,,0,119,SZ300582,英飞特,20250730 +92,7513,True,0.0,0.631170012385571,0.05790428247671255,0.06946577548114387,0.5345230513404193,2,2,255.65175749879907,down,False,,0,119,SZ300582,英飞特,20250731 +92,7514,True,0.0,0.4311780583713992,0.05790428247671255,0.06946577548114387,0.5326951552629233,2,2,254.65175749879907,down,True,,0,119,SZ300582,英飞特,20250801 +92,7517,True,0.0,0.430994505500645,0.05790428247671255,0.06946577548114387,0.5308528465427107,2,2,253.65175749879904,down,False,,0,119,SZ300582,英飞特,20250804 +92,7518,True,0.0,0.4951250149561838,0.05790428247671255,0.06946577548114387,0.5289959540433206,2,2,252.65175749879913,down,False,,0,119,SZ300582,英飞特,20250805 +92,7519,True,0.0,0.45370516694211593,0.05790428247671255,0.06946577548114387,0.5271243039080783,2,2,251.65175749879904,down,True,,0,119,SZ300582,英飞特,20250806 +92,7520,True,0.0,0.4465603330446133,0.05790428247671255,0.06946577548114387,0.5252377195058354,2,2,250.65175749879901,down,False,,0,119,SZ300582,英飞特,20250807 +92,7521,True,0.0,0.4602294950650613,0.05790428247671255,0.06946577548114387,0.5233360213754051,2,2,249.65175749879901,down,False,,0,119,SZ300582,英飞特,20250808 +92,7524,True,0.0,0.40714781176392195,0.05790428247671255,0.06946577548114387,0.5214190271686505,2,2,248.65175749879907,down,False,,0,119,SZ300582,英飞特,20250811 +92,7525,True,0.0,0.5216795623859118,0.05790428247671255,0.06946577548114387,0.5194865515922006,2,2,247.65175749879916,down,False,,0,119,SZ300582,英飞特,20250812 +92,7526,True,0.0,0.44273345418514454,0.05790428247671255,0.06946577548114387,0.5175384063477461,2,2,246.651757498799,down,False,,0,119,SZ300582,英飞特,20250813 +92,7527,True,0.0,0.5905846363776188,0.05790428247671255,0.06946577548114387,0.5155744000708739,2,2,245.65175749879896,down,False,,0,119,SZ300582,英飞特,20250814 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a/outputs/converging_triangles/strong_breakout_up.csv b/outputs/converging_triangles/strong_breakout_up.csv index e7efbb2..fa04db2 100644 --- a/outputs/converging_triangles/strong_breakout_up.csv +++ b/outputs/converging_triangles/strong_breakout_up.csv @@ -1,285 +1,1629 @@ stock_idx,date_idx,is_valid,breakout_strength_up,breakout_strength_down,upper_slope,lower_slope,width_ratio,touches_upper,touches_lower,apex_x,breakout_dir,volume_confirmed,false_breakout,window_start,window_end,stock_code,stock_name,date -3,7671,True,0.3313748255579257,0.0,-0.10436000550201396,-0.026192162618339256,0.09807744643610625,2,2,131.940375068545,up,True,,0,119,SH600171,上海贝岭,20260105 -3,7672,True,0.4011801866602652,0.0,-0.10234960239926627,-0.027194666726213807,0.11131945572247919,2,2,133.90638600819662,up,True,,0,119,SH600171,上海贝岭,20260106 -3,7673,True,0.5102166530700274,0.0,-0.1023496023992655,-0.028364539183547963,0.1074899857419655,2,2,133.33183728916205,up,True,,0,119,SH600171,上海贝岭,20260107 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-6,7429,True,1.0,0.0,-0.03258131097702841,-0.01634435466366728,0.3246491561270334,2,2,176.20471060281062,up,True,,0,119,SH600336,澳柯玛,20250508 -6,7430,True,1.0,0.0,-0.03258131097702836,-0.016344354663667255,0.32079451750716137,2,2,175.20471060281045,up,False,,0,119,SH600336,澳柯玛,20250509 -6,7433,True,1.0,0.0,-0.0325813109770285,-0.016344354663667286,0.3168956247611326,2,2,174.20471060280968,up,False,,0,119,SH600336,澳柯玛,20250512 -6,7434,True,1.0,0.0,-0.03258131097702846,-0.016344354663667255,0.3129517113833656,2,2,173.2047106028099,up,False,,0,119,SH600336,澳柯玛,20250513 -6,7435,True,1.0,0.0,-0.03258131097702844,-0.016344354663667324,0.3089619930637472,2,2,172.20471060280994,up,False,,0,119,SH600336,澳柯玛,20250514 -6,7436,True,1.0,0.0,-0.03258131097702846,-0.016344354663667286,0.3049256671676717,2,2,171.20471060281,up,False,,0,119,SH600336,澳柯玛,20250515 -6,7437,True,1.0,0.0,-0.03258131097702842,-0.016344354663667203,0.30084191219772627,2,2,170.20471060281,up,False,,0,119,SH600336,澳柯玛,20250516 -7,7203,True,0.6047570768814211,0.0,-0.019258631564123004,-0.0072905607383318225,0.12329370791748705,2,2,135.73530961814984,up,True,,0,119,SH600395,盘江股份,20240924 -7,7204,True,0.5850415153448476,0.0,-0.019258631564122903,-0.007290560738331838,0.11678682939717425,2,2,134.73530961815035,up,True,,0,119,SH600395,盘江股份,20240925 -7,7408,True,0.3196885906093817,0.0,-0.012271677797967877,-0.007105404096043584,0.1583092177280557,2,2,141.38208770540143,up,False,,0,119,SH600395,盘江股份,20250417 -7,7409,True,0.324058145527426,0.0,-0.01227167779796789,-0.007105404096043635,0.152313504200568,2,2,140.38208770540112,up,False,,0,119,SH600395,盘江股份,20250418 -7,7412,True,0.3138740419940218,0.0,-0.012271677797967886,-0.007105404096043618,0.14623175790336182,2,2,139.38208770540146,up,False,,0,119,SH600395,盘江股份,20250421 -7,7413,True,0.35249914925470444,0.0,-0.012271677797967846,-0.007105404096043584,0.14006211372286623,2,2,138.3820877054016,up,False,,0,119,SH600395,盘江股份,20250422 -7,7414,True,0.4062584520445398,0.0,-0.012271677797967877,-0.007105404096043617,0.13380265224109067,2,2,137.3820877054008,up,False,,0,119,SH600395,盘江股份,20250423 -7,7415,True,0.5498952320822257,0.0,-0.012271677797967841,-0.00710540409604359,0.12745139774476277,2,2,136.38208770540226,up,False,,0,119,SH600395,盘江股份,20250424 -7,7416,True,0.5154195968937211,0.0,-0.012271677797967836,-0.007105404096043596,0.12100631614612417,2,2,135.3820877054022,up,False,,0,119,SH600395,盘江股份,20250425 -7,7419,True,0.41463172205210225,0.0,-0.012271677797967845,-0.007105404096043583,0.11446531281106102,2,3,134.38208770540234,up,True,,0,119,SH600395,盘江股份,20250428 -7,7421,True,0.3224062758104086,0.0,-0.012271677797967855,-0.007105404096043594,0.10108684594235087,2,3,132.38208770540288,up,False,,0,119,SH600395,盘江股份,20250430 -7,7427,True,0.3579633576714999,0.0,-0.012271677797967867,-0.007105404096043597,0.09424486946170324,2,3,131.3820877054016,up,False,,0,119,SH600395,盘江股份,20250506 -7,7428,True,0.41374200223958485,0.0,-0.012271677797967851,-0.007105404096043616,0.08729794027473603,2,3,130.38208770540146,up,False,,0,119,SH600395,盘江股份,20250507 -7,7429,True,0.40353395712274437,0.0,-0.012271677797967867,-0.007105404096043629,0.08024362482881721,2,3,129.3820877054014,up,False,,0,119,SH600395,盘江股份,20250508 -9,7198,True,0.3059202650978707,0.0,-0.026288170632509808,-0.006188145068089808,0.14222654544199634,2,3,138.73126915698123,up,True,,0,119,SH600531,豫光金铅,20240919 -9,7199,True,0.47375025917094515,0.0,-0.026288170632509864,-0.006341383266591699,0.13776520617102767,2,3,138.01345161629393,up,True,,0,119,SH600531,豫光金铅,20240920 -9,7202,True,0.3984111629253352,0.0,-0.026288170632509843,-0.006408662825188767,0.1322654820119475,2,3,137.13871873613587,up,False,,0,119,SH600531,豫光金铅,20240923 -9,7203,True,0.9210680261368598,0.0,-0.026288170632509825,-0.008194766378414077,0.14881377686396308,2,3,139.80489435269132,up,True,,0,119,SH600531,豫光金铅,20240924 -9,7204,True,1.0,0.0,-0.0262881706325098,-0.0081947663784141,0.14268152751421737,2,2,138.80489435269158,up,True,,0,119,SH600531,豫光金铅,20240925 -9,7205,True,1.0,0.0,-0.026288170632509787,-0.00819476637841411,0.1364602791578907,2,2,137.804894352692,up,True,,0,119,SH600531,豫光金铅,20240926 -9,7206,True,1.0,0.0,-0.02628817063250985,-0.008194766378414098,0.13014808013219953,2,2,136.80489435269115,up,True,,0,119,SH600531,豫光金铅,20240927 -10,7675,True,0.6484952436295369,0.0,-0.048781737486120344,-0.026665006212674387,0.4108106216598567,2,2,201.9724122238002,up,True,,0,119,SH600588,用友网络,20260109 -13,7675,True,0.32567667859691685,0.0,-0.029973713184695806,-0.006877112192297193,0.06675551023969069,4,2,127.51213782206577,up,False,,0,119,SH600744,华银电力,20260109 -13,7678,True,0.6810988641111266,0.0,-0.02997371318469585,-0.006877112192297231,0.05937879124793055,4,2,126.51213782206588,up,True,,0,119,SH600744,华银电力,20260112 -13,7679,True,0.6744418013337976,0.0,-0.02997371318469584,-0.0068771121922971854,0.05188452634993692,4,2,125.51213782206592,up,True,,0,119,SH600744,华银电力,20260113 -13,7680,True,0.6997268388906512,0.0,-0.029973713184695844,-0.006877112192297213,0.044269883390347015,4,2,124.5121378220657,up,True,,0,119,SH600744,华银电力,20260114 -13,7681,True,0.47452034572847873,0.0,-0.029973713184695872,-0.006877112192297192,0.03653193849309003,4,2,123.51213782206578,up,False,,0,119,SH600744,华银电力,20260115 -13,7682,True,1.0,0.0,-0.02997371318469583,-0.006877112192297221,0.02866767231804254,4,2,122.51213782206588,up,True,,0,119,SH600744,华银电力,20260116 -13,7685,True,1.0,0.0,-0.02997371318469587,-0.006877112192297204,0.020673966132869124,4,2,121.51213782206588,up,True,,0,119,SH600744,华银电力,20260119 -18,7387,True,1.0,0.0,-0.015872725359171724,-0.00829706080955801,0.06581170290087968,2,2,127.38331273205162,up,False,,0,119,SH601096,宏盛华源,20250327 -18,7388,True,1.0,0.0,-0.015872725359171735,-0.008297060809557987,0.05841999685278583,2,2,126.38331273205108,up,False,,0,119,SH601096,宏盛华源,20250328 -18,7391,True,1.0,0.0,-0.01587272535917173,-0.008297060809557975,0.05091038506609159,2,2,125.38331273205094,up,False,,0,119,SH601096,宏盛华源,20250331 -18,7392,True,1.0,0.0,-0.015872725359171735,-0.008297060809557978,0.043280023773349996,2,2,124.3833127320512,up,False,,0,119,SH601096,宏盛华源,20250401 -18,7430,True,0.3097007665712983,0.0,-0.008266687458267214,-0.004862281363271447,0.49595554362937583,3,3,236.09028627526294,up,False,,0,119,SH601096,宏盛华源,20250509 -18,7433,True,0.3235810611451342,0.0,-0.008266687458267218,-0.0048622813632714385,0.49381149733823865,3,3,235.09028627526243,up,False,,0,119,SH601096,宏盛华源,20250512 -18,7434,True,0.30651821465211837,0.0,-0.008266687458267207,-0.004862281363271428,0.4916491329329642,3,3,234.0902862752617,up,False,,0,119,SH601096,宏盛华源,20250513 -21,7364,True,0.3433896289609228,0.0,-0.0041162365959239045,0.0019804002417377568,0.027531613016801466,3,2,122.3690164049065,up,False,,0,119,SH601868,中国能建,20250304 -21,7365,True,0.32458166480629663,0.0,-0.004116236595923914,0.001980400241737768,0.01951912007759072,3,2,121.36901640490639,up,False,,0,119,SH601868,中国能建,20250305 -21,7366,True,0.3128208706373186,0.0,-0.004116236595923897,0.0019804002417377494,0.01137349498895412,3,2,120.36901640490657,up,False,,0,119,SH601868,中国能建,20250306 -25,7471,True,0.6771896271644137,0.0,-0.019532613326272655,-0.003444510259171319,0.19467980484952718,2,2,147.767311333556,up,True,,0,119,SH603183,建研院,20250619 -25,7472,True,0.5705366750115198,0.0,-0.01953261332627265,-0.0034445102591713164,0.1891927506285768,2,2,146.76731133355617,up,False,,0,119,SH603183,建研院,20250620 -25,7475,True,0.7509881849855532,0.0,-0.019532613326272732,-0.0034445102591713255,0.18363041129505941,2,2,145.76731133355582,up,False,,0,119,SH603183,建研院,20250623 -25,7476,True,1.0,0.0,-0.0195326133262727,-0.003444510259171331,0.17799122672235118,2,1,144.7673113335562,up,True,,0,119,SH603183,建研院,20250624 -25,7477,True,1.0,0.0,-0.019532613326272645,-0.0034445102591713324,0.17227359337682255,2,1,143.76731133355608,up,True,,0,119,SH603183,建研院,20250625 -25,7478,True,1.0,0.0,-0.019532613326272714,-0.0034445102591713355,0.1664758627976611,2,1,142.76731133355602,up,False,,0,119,SH603183,建研院,20250626 -25,7479,True,1.0,0.0,-0.0195326133262727,-0.003444510259171326,0.1605963400123188,2,1,141.767311333556,up,True,,0,119,SH603183,建研院,20250627 -25,7482,True,1.0,0.0,-0.019532613326272697,-0.0034445102591713424,0.15463328188443692,2,1,140.76731133355608,up,False,,0,119,SH603183,建研院,20250630 -25,7483,True,1.0,0.0,-0.01953261332627267,-0.0034445102591713346,0.14858489539084546,2,1,139.7673113335562,up,False,,0,119,SH603183,建研院,20250701 -25,7484,True,1.0,0.0,-0.019532613326272676,-0.00344451025917132,0.14244933582406338,2,1,138.7673113335561,up,False,,0,119,SH603183,建研院,20250702 -25,7485,True,1.0,0.0,-0.019532613326272708,-0.003444510259171323,0.1362247049165182,2,1,137.7673113335557,up,False,,0,119,SH603183,建研院,20250703 -25,7486,True,1.0,0.0,-0.019532613326272777,-0.0034445102591713268,0.12990904888247531,2,1,136.76731133355563,up,False,,0,119,SH603183,建研院,20250704 -25,7489,True,1.0,0.0,-0.019532613326272704,-0.003444510259171339,0.12350035637342616,2,1,135.76731133355605,up,False,,0,119,SH603183,建研院,20250707 -26,7686,True,0.34532566378616186,0.0,-0.035324395072802044,-0.013263524210320517,0.20903079961405044,3,2,150.44833596799285,up,False,,0,119,SH603237,五芳斋,20260120 -29,7429,True,0.3642756362442907,0.0,-0.03849413676999872,-0.008936294090515703,0.3822032472613416,2,2,192.61998298385296,up,False,,0,119,SH603527,众源新材,20250508 -29,7430,True,0.33463303018505475,0.0,-0.03849413676999875,-0.01026113595871708,0.39260698877889627,2,2,195.91927763666934,up,False,,0,119,SH603527,众源新材,20250509 -29,7433,True,0.5540400252949967,0.0,-0.03849413676999884,-0.01026113595871707,0.3894908628698234,2,2,194.9192776366688,up,False,,0,119,SH603527,众源新材,20250512 -29,7434,True,0.49268206373528795,0.0,-0.038494136769998806,-0.010261135958717095,0.3863425985787724,2,2,193.91927763666928,up,False,,0,119,SH603527,众源新材,20250513 -29,7435,True,0.474828569541378,0.0,-0.03849413676999891,-0.010261135958717053,0.3831616961363664,2,2,192.91927763666845,up,False,,0,119,SH603527,众源新材,20250514 -29,7436,True,0.5182731802839431,0.0,-0.038494136769998834,-0.010261135958717076,0.37994764535700054,2,2,191.91927763666868,up,False,,0,119,SH603527,众源新材,20250515 -29,7437,True,0.6264077093631523,0.0,-0.038494136769998764,-0.010261135958717109,0.37669992536602787,2,2,190.9192776366692,up,False,,0,119,SH603527,众源新材,20250516 -29,7440,True,0.6229642231216709,0.0,-0.03849413676999884,-0.01026113595871708,0.3734180043183573,2,2,189.919277636669,up,False,,0,119,SH603527,众源新材,20250519 -29,7441,True,0.7591249232197822,0.0,-0.038494136769998855,-0.011529181661685588,0.3847901985212852,2,2,193.429948147725,up,False,,0,119,SH603527,众源新材,20250520 -29,7442,True,0.6827444794518148,0.0,-0.03849413676999893,-0.020818225522951643,0.5146975057696054,2,2,245.2078887183824,up,False,,0,119,SH603527,众源新材,20250521 -29,7443,True,0.6149158816660201,0.0,-0.03849413676999878,-0.020818225522951598,0.5127102542652554,2,2,244.20788871838354,up,False,,0,119,SH603527,众源新材,20250522 -29,7444,True,1.0,0.0,-0.03849413676999875,-0.02081822552295162,0.5107066607621734,2,2,243.20788871838437,up,True,,0,119,SH603527,众源新材,20250523 -29,7447,True,0.7686903873267281,0.0,-0.03849413676999885,-0.020818225522951622,0.5086865228474775,2,2,242.20788871838303,up,False,,0,119,SH603527,众源新材,20250526 -30,7209,True,0.476176628801298,0.0,-0.006561113941235584,-0.002846663547051532,0.6352536947565481,3,3,326.254161561891,up,True,,0,119,SH603618,杭电股份,20240930 -31,7483,True,0.777141884955826,0.0,-0.07755420253127164,-0.02104369621806711,0.11645256044322355,1,1,134.6843357496404,up,False,,0,119,SH603707,健友股份,20250701 -31,7504,True,0.5506716977160667,0.0,-0.0563444874580972,-0.017817607293377283,0.2405245257399907,2,1,156.68708738217904,up,False,,0,119,SH603707,健友股份,20250722 -31,7505,True,0.7564819853600647,0.0,-0.05634448745809715,-0.017817607293377117,0.235646308239551,2,1,155.68708738217885,up,True,,0,119,SH603707,健友股份,20250723 -31,7506,True,0.8688978414176523,0.0,-0.0563444874580971,-0.017817607293377172,0.23070501866783827,2,1,154.6870873821792,up,False,,0,119,SH603707,健友股份,20250724 -31,7507,True,0.7898342513065533,0.0,-0.05634448745809732,-0.017817607293377318,0.2256994258465031,2,1,153.68708738217916,up,False,,0,119,SH603707,健友股份,20250725 -31,7510,True,0.6732783479270075,0.0,-0.05634448745809718,-0.049380292619577215,0.7922332488165111,2,2,572.7576685015662,up,False,,0,119,SH603707,健友股份,20250728 -35,7191,True,0.35794724472032935,0.0,-0.03372071122402784,-0.015270050055026024,0.2356661461986646,2,2,155.6911281741163,up,False,,0,119,SH605138,盛泰集团,20240912 -35,7192,True,0.34079819208379786,0.0,-0.03372071122402785,-0.015270050055026085,0.23072511394411307,2,2,154.6911281741164,up,False,,0,119,SH605138,盛泰集团,20240913 -35,7197,True,0.44721730667490867,0.0,-0.0337207112240278,-0.02362604109721196,0.4520502044859398,2,2,217.17318078084128,up,False,,0,119,SH605138,盛泰集团,20240918 -35,7198,True,0.6524453351408274,0.0,-0.033720711224027804,-0.023626041097211913,0.4495154321634182,2,2,216.1731807808401,up,False,,0,119,SH605138,盛泰集团,20240919 -35,7199,True,0.6944623150512718,0.0,-0.03372071122402783,-0.02362604109721193,0.4469570995411136,2,2,215.17318078083989,up,False,,0,119,SH605138,盛泰集团,20240920 -35,7202,True,0.7652809503322753,0.0,-0.03372071122402782,-0.023626041097211975,0.4443748766015172,2,2,214.17318078084026,up,False,,0,119,SH605138,盛泰集团,20240923 -36,7524,True,0.30481677605996527,0.0,-0.009755248424778819,-0.0017410048617299769,0.09318084361331337,2,2,131.2279291431906,up,True,,0,119,SH605368,蓝天燃气,20250811 -36,7525,True,0.3473328048909261,0.0,-0.009755248424778805,-0.0017410048617299322,0.08621752044328294,2,2,130.22792914318933,up,True,,0,119,SH605368,蓝天燃气,20250812 -36,7526,True,0.3253699881873756,0.0,-0.009755248424778757,-0.0017410048617300135,0.0791464291891411,3,2,129.22792914319103,up,False,,0,119,SH605368,蓝天燃气,20250813 -38,7202,True,0.5456609289576031,0.0,-0.06455319834195476,0.0044513755729869665,0.19141482679954436,2,1,147.17064317292252,up,True,,0,119,SH688089,嘉必优,20240923 -38,7203,True,0.7076932895990452,0.0,-0.06455319834195454,0.004451375572987045,0.18588303768205702,2,1,146.17064317292298,up,False,,0,119,SH688089,嘉必优,20240924 -38,7204,True,0.8438237866773087,0.0,-0.06455319834195472,0.004451375572987011,0.18027503771371337,2,1,145.17064317292267,up,True,,0,119,SH688089,嘉必优,20240925 -38,7205,True,1.0,0.0,-0.06455319834195457,0.004451375572987014,0.17458924104772336,2,1,144.1706431729227,up,True,,0,119,SH688089,嘉必优,20240926 -39,7209,True,1.0,0.0,-0.11200252684775748,-0.07783905078414677,0.48873659012564885,2,2,232.75673107380334,up,True,,0,119,SH688147,微导纳米,20240930 -40,7353,True,0.4759536407876056,0.0,-0.09464435231610788,0.04027337359075791,0.3598209263713457,3,2,185.88548876720662,up,True,,0,119,SH688202,美迪西,20250221 -40,7358,True,0.4114582247057985,0.0,-0.09464435231610846,0.0402733735907579,0.34931961632300795,3,2,182.88548876720628,up,False,,0,119,SH688202,美迪西,20250226 -40,7671,True,1.0,0.0,-0.4112556026203743,0.03373713633179026,0.05301507255667878,2,1,125.66197893062281,up,True,,0,119,SH688202,美迪西,20260105 -40,7672,True,0.8512933767464512,0.0,-0.4112556026203739,0.03373713633179011,0.04541865113318891,2,1,124.66197893062291,up,False,,0,119,SH688202,美迪西,20260106 -40,7673,True,1.0,0.0,-0.4112556026203749,0.03373713633179021,0.037699371875961445,2,1,123.66197893062285,up,True,,0,119,SH688202,美迪西,20260107 -40,7674,True,1.0,0.0,-0.41125560262037425,0.03373713633179025,0.029854229994887776,2,1,122.6619789306229,up,True,,0,119,SH688202,美迪西,20260108 -40,7675,True,1.0,0.0,-0.41125560262037436,0.03136048858293158,0.023029747609611146,2,1,121.80514167021806,up,True,,0,119,SH688202,美迪西,20260109 -44,7399,True,0.3031956634604681,0.0,-0.07279534538063125,-0.059699605313993334,0.18637400891790964,2,1,146.2588478051627,up,True,,0,119,SH688472,阿特斯,20250408 -44,7400,True,0.39355443513259936,0.0,-0.07279534538063119,-0.05648113065048745,0.14807666902177727,2,2,139.68393125629976,up,False,,0,119,SH688472,阿特斯,20250409 -44,7401,True,0.6380728824452411,0.0,-0.07279534538063126,-0.05648113065048734,0.14193375597293617,2,2,138.68393125629896,up,False,,0,119,SH688472,阿特斯,20250410 -44,7402,True,0.6571976632985368,0.0,-0.07279534538063116,-0.05648113065048746,0.13570161082573734,2,2,137.68393125629987,up,False,,0,119,SH688472,阿特斯,20250411 -44,7429,True,1.0,0.0,-0.0722889108625324,-0.05410966362736139,0.2919508312040674,2,2,168.06742419084327,up,True,,0,119,SH688472,阿特斯,20250508 -44,7430,True,0.7891844462802757,0.0,-0.07228891086253249,-0.05410966362736147,0.2877127269044112,2,2,167.06742419084367,up,False,,0,119,SH688472,阿特斯,20250509 -44,7433,True,1.0,0.0,-0.07228891086253245,-0.048959349351431786,0.21097925400177894,2,2,150.8198619663016,up,True,,0,119,SH688472,阿特斯,20250512 -44,7434,True,1.0,0.0,-0.07228891086253242,-0.04966550396448309,0.21452023693450895,2,2,151.49976561532128,up,True,,0,119,SH688472,阿特斯,20250513 -44,7435,True,1.0,0.0,-0.07228891086253239,-0.04966550396448311,0.20930109416804615,2,2,150.49976561532122,up,True,,0,119,SH688472,阿特斯,20250514 -44,7436,True,1.0,0.0,-0.07228891086253256,-0.04966550396448312,0.20401212998420085,2,2,149.49976561532026,up,False,,0,119,SH688472,阿特斯,20250515 -44,7437,True,1.0,0.0,-0.07228891086253239,-0.049665503964483,0.19865193384707383,2,2,148.49976561532063,up,False,,0,119,SH688472,阿特斯,20250516 -44,7440,True,1.0,0.0,-0.0722889108625325,-0.049665503964483076,0.19321905696886285,2,2,147.49976561532057,up,False,,0,119,SH688472,阿特斯,20250519 -44,7441,True,1.0,0.0,-0.07228891086253239,-0.049665503964483035,0.18771201100437057,2,2,146.4997656153208,up,False,,0,119,SH688472,阿特斯,20250520 -44,7490,True,0.9304625844261145,0.0,-0.03319744835506248,0.001487618544401424,0.08784097044264258,2,2,130.4597072922109,up,True,,0,119,SH688472,阿特斯,20250708 -44,7491,True,0.9130935940688161,0.0,-0.033197448355062505,0.0014876185444013849,0.08079507910983862,2,2,129.45970729221068,up,True,,0,119,SH688472,阿特斯,20250709 -44,7492,True,0.9140850779169764,0.0,-0.03319744835506248,0.0014876185444014632,0.07363948970156466,2,2,128.4597072922108,up,True,,0,119,SH688472,阿特斯,20250710 -44,7493,True,0.40112659562891884,0.0,-0.025815216358649983,0.0014876185444013857,0.15664546534454757,2,2,141.1031720468744,up,False,,0,119,SH688472,阿特斯,20250711 -44,7496,True,0.384744048627598,0.0,-0.02581521635865001,0.0014876185444014653,0.15062594043062394,2,2,140.10317204687394,up,False,,0,119,SH688472,阿特斯,20250714 -44,7497,True,0.36036372858691246,0.0,-0.025815216358649976,0.001487618544401453,0.14451986788697954,2,2,139.10317204687408,up,False,,0,119,SH688472,阿特斯,20250715 -44,7498,True,0.3829941754323764,0.0,-0.02581521635864999,0.0014876185444013745,0.13832536764897976,2,2,138.1031720468742,up,False,,0,119,SH688472,阿特斯,20250716 -44,7499,True,0.4612727541245633,0.0,-0.025815216358650053,0.0014876185444014445,0.13204050480090085,2,2,137.10317204687394,up,False,,0,119,SH688472,阿特斯,20250717 -44,7500,True,0.3812228600701846,0.0,-0.02581521635864996,0.0014876185444014185,0.1256632875608809,2,2,136.10317204687445,up,False,,0,119,SH688472,阿特斯,20250718 -44,7503,True,0.45231336428945723,0.0,-0.025815216358650046,0.0014876185444014061,0.11919166517635116,2,2,135.103172046874,up,False,,0,119,SH688472,阿特斯,20250721 -44,7504,True,0.41792421244253875,0.0,-0.020289167057458906,0.0014876185444014647,0.2086182726394322,2,2,150.3699111134284,up,False,,0,119,SH688472,阿特斯,20250722 -44,7505,True,0.551580570975697,0.0,-0.025662001942204506,0.0014876185444014957,0.10837999162368145,2,2,133.46492775179482,up,False,,0,119,SH688472,阿特斯,20250723 -44,7506,True,0.654362281347797,0.0,-0.025662001942204544,0.001487618544401476,0.10164900234592353,2,2,132.46492775179473,up,False,,0,119,SH688472,阿特斯,20250724 -44,7507,True,0.5813937270855769,0.0,-0.025662001942204575,0.0014876185444015037,0.09481561329671463,2,2,131.46492775179465,up,False,,0,119,SH688472,阿特斯,20250725 -44,7510,True,0.5650363153460681,0.0,-0.025662001942204506,0.001487618544401472,0.08787746982550325,2,2,130.46492775179482,up,False,,0,119,SH688472,阿特斯,20250728 -44,7511,True,0.7265280944152973,0.0,-0.02566200194220463,0.0014876185444014454,0.08083214453151068,2,2,129.46492775179462,up,False,,0,119,SH688472,阿特斯,20250729 -44,7512,True,0.5614476552823786,0.0,-0.02566200194220459,0.001487618544401381,0.07367713443222182,2,2,128.46492775179462,up,False,,0,119,SH688472,阿特斯,20250730 -44,7513,True,0.3110670406766986,0.0,-0.025662001942204648,0.001487618544401489,0.06640985799856705,3,2,127.46492775179424,up,False,,0,119,SH688472,阿特斯,20250731 -44,7514,True,0.4559843753336005,0.0,-0.02566200194220455,0.0014876185444014105,0.059027652049475736,3,2,126.46492775179507,up,False,,0,119,SH688472,阿特斯,20250801 -44,7517,True,0.4132373952079661,0.0,-0.02566200194220453,0.0014876185444014452,0.051527768497856646,2,2,125.46492775179475,up,False,,0,119,SH688472,阿特斯,20250804 -44,7518,True,0.5309830204829653,0.0,-0.02566200194220446,0.0014876185444014443,0.043907370939812354,2,2,124.46492775179502,up,False,,0,119,SH688472,阿特斯,20250805 -45,7349,True,0.30056811444057796,0.0,-0.07114463499537037,0.12950415122826014,0.00895335041477804,2,2,120.07507421553214,up,True,,0,119,SH688550,瑞联新材,20250217 -50,7205,True,0.4422336628864597,0.0,-0.024119770736697525,-0.013333324480216091,0.3375468514713014,2,2,179.63534517768946,up,True,,0,119,SZ000411,英特集团,20240926 -52,7440,True,0.30266455084033095,0.0,-0.009585720188099413,-0.006510538979940117,0.7569523105564804,2,2,489.615845649311,up,False,,0,119,SZ000593,德龙汇能,20250519 -52,7441,True,0.34416358231806826,0.0,-0.009585720188099396,-0.006510538979940106,0.7564548897470506,2,2,488.6158456493126,up,False,,0,119,SZ000593,德龙汇能,20250520 -52,7442,True,0.3041619567836324,0.0,-0.009585720188099434,-0.006510538979940136,0.7559554287216831,2,2,487.6158456493103,up,False,,0,119,SZ000593,德龙汇能,20250521 -54,7379,True,0.41328579079369904,0.0,-0.019190886786326425,0.004921245655473631,0.3207490892154887,2,1,175.19299291414882,up,False,,0,119,SZ000722,湖南发展,20250319 -54,7380,True,1.0,0.0,-0.028369416274918943,0.0049212456554736436,0.12203393823058623,2,1,135.54054670424583,up,False,,0,119,SZ000722,湖南发展,20250320 -54,7609,True,0.49809488203137203,0.0,-0.03509586133015172,0.008641161246685526,0.096384050913012,2,4,131.6931159971638,up,True,,0,119,SZ000722,湖南发展,20251104 -54,7610,True,0.8963714763636192,0.0,-0.03509586133015176,0.008641161246685477,0.08947002225746753,2,4,130.69311599716406,up,True,,0,119,SZ000722,湖南发展,20251105 -54,7611,True,0.7583432776158375,0.0,-0.03509586133015174,0.0051848864474050935,0.09954301027463287,2,4,132.1551182986476,up,True,,0,119,SZ000722,湖南发展,20251106 -55,7206,True,0.32741514093238366,0.0,-0.007204873818309131,0.0013566925418798915,0.17289720724397306,2,2,143.8757081250743,up,True,,0,119,SZ000796,凯撒旅业,20240927 -55,7209,True,0.5897287424880944,0.0,-0.007204873818309116,0.0013566925418798932,0.16710824001077565,2,2,142.87570812507445,up,False,,0,119,SZ000796,凯撒旅业,20240930 -57,7386,True,0.37878898644669046,0.0,-0.017546760015859066,0.002353070665192386,0.1511219706895025,2,1,140.18503941803974,up,True,,0,119,SZ000931,中关村,20250326 -57,7387,True,0.4582780854909291,0.0,-0.017546760015859024,0.001007514229712139,0.17393981519198182,2,1,144.05730016833624,up,False,,0,119,SZ000931,中关村,20250327 -57,7392,True,0.5147443401104969,0.0,-0.01754676001585907,-0.004193649072686047,0.2963755131387824,2,1,169.12430170081825,up,True,,0,119,SZ000931,中关村,20250401 -57,7393,True,0.41404740728699124,0.0,-0.017546760015859083,-0.00458079359414599,0.30455664634044494,2,1,171.11386480839795,up,False,,0,119,SZ000931,中关村,20250402 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-65,7388,True,0.8248556868304336,0.0,-0.027808341313162135,-0.0019545251000119973,0.028199990092966882,2,2,122.45317841824689,up,False,,0,119,SZ002242,九阳股份,20250328 -65,7391,True,0.8101594616139548,0.0,-0.029202460693409874,-0.010642474413339903,0.1286253700792146,2,3,136.56583048650154,up,False,,0,119,SZ002242,九阳股份,20250331 -65,7392,True,0.7999871938862902,0.0,-0.029705590704464054,-0.010642474413339919,0.09858219074414572,2,3,132.01425440910452,up,False,,0,119,SZ002242,九阳股份,20250401 -67,7203,True,0.40873397940596795,0.0,-0.03684922584772779,-0.0258496062381101,0.5514597481923885,2,1,265.3050635264762,up,False,,0,119,SZ002343,慈文传媒,20240924 -67,7204,True,1.0,0.0,-0.036849225847727825,-0.025849606238110105,0.5497626931083002,2,1,264.3050635264756,up,True,,0,119,SZ002343,慈文传媒,20240925 -67,7205,True,1.0,0.0,-0.03684922584772778,-0.02584960623811017,0.5480527476144277,2,1,263.30506352647734,up,True,,0,119,SZ002343,慈文传媒,20240926 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-67,7638,True,0.5668632840200627,0.0,-0.020527290548563778,-1.5851273761546765e-05,0.04356460186117737,2,2,124.42032178186656,up,True,,0,119,SZ002343,慈文传媒,20251203 -67,7643,True,0.7614891105568009,0.0,-0.020527290548563806,-1.585127376157898e-05,0.019933415974750755,2,2,121.42032178186604,up,True,,0,119,SZ002343,慈文传媒,20251208 -68,7675,True,0.8805063293348317,0.0,-0.07594675611867825,-0.02403831120512848,0.08362079496714266,2,2,129.85890485776918,up,False,,0,119,SZ002393,力生制药,20260109 -68,7678,True,0.6701195431724337,0.0,-0.07285985495366626,-0.04746441249388393,0.29273685231160124,2,2,168.2542069227509,up,False,,0,119,SZ002393,力生制药,20260112 -68,7679,True,0.8772472528466492,0.0,-0.07285985495366616,-0.04746441249388386,0.2885081805149306,2,2,167.25420692275037,up,True,,0,119,SZ002393,力生制药,20260113 -68,7680,True,0.764662592828744,0.0,-0.07295621578801735,-0.04746441249388399,0.28251159367334383,2,2,165.85633851457948,up,False,,0,119,SZ002393,力生制药,20260114 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-86,7664,True,0.3923635141383873,0.0,-0.015347054632970128,-0.001431061169377176,0.24201808351934598,2,2,156.99582986428314,up,False,,0,119,SZ300278,华昌达,20251229 -87,7351,True,0.32525947788859716,0.0,-0.03400576443826052,0.01825934637878322,0.11098144208499439,3,2,133.85547347750298,up,False,,0,119,SZ300328,宜安科技,20250219 -87,7352,True,0.8274672944149656,0.0,-0.03400576443826054,0.018259346378783237,0.10428982047058125,3,2,132.85547347750284,up,True,,0,119,SZ300328,宜安科技,20250220 -87,7353,True,0.5972851910427656,0.0,-0.03400576443826057,0.018259346378783202,0.09749669951848028,3,2,131.85547347750307,up,False,,0,119,SZ300328,宜安科技,20250221 -87,7356,True,1.0,0.0,-0.03400576443826045,0.020720129853433956,0.07765081103194477,3,2,129.01838200035698,up,True,,0,119,SZ300328,宜安科技,20250224 -90,7678,True,0.7153293584812663,0.0,-0.04902151745873191,-0.014163687762333241,0.22620758060062163,2,2,153.78801473962275,up,True,,0,119,SZ300479,神思电子,20260112 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-95,7204,True,0.3055706816224043,0.0,-0.026339218077361108,0.0009195556395371995,0.08773654441112501,2,2,130.44477367909508,up,True,,0,119,SZ300737,科顺股份,20240925 -100,7680,True,1.0,0.0,-0.10157625391118102,-0.058816692190677984,0.1736576459700568,3,2,144.00810925357453,up,True,,0,119,SZ300998,宁波方正,20260114 -100,7681,True,1.0,0.0,-0.1015762539111816,-0.058816692190677915,0.1678793557853695,3,2,143.00810925357368,up,False,,0,119,SZ300998,宁波方正,20260115 -100,7682,True,1.0,0.0,-0.10157625391118155,-0.05881669219067774,0.1620196858792714,3,2,142.00810925357314,up,False,,0,119,SZ300998,宁波方正,20260116 -100,7685,True,1.0,0.0,-0.1015762539111812,-0.058816692190677956,0.15607690486791403,3,2,141.00810925357462,up,False,,0,119,SZ300998,宁波方正,20260119 -100,7686,True,1.0,0.0,-0.10157625391118105,-0.05881669219067801,0.15004923190217787,3,2,140.00810925357518,up,False,,0,119,SZ300998,宁波方正,20260120 -102,7205,True,0.5718513337779609,0.0,-0.06795239960354113,0.004607085434234797,0.05616587674779956,2,2,126.08147667935312,up,False,,0,119,SZ301107,瑜欣电子,20240926 -102,7206,True,1.0,0.0,-0.06795239960354114,0.0046070854342349175,0.048620122185981225,2,2,125.0814766793531,up,True,,0,119,SZ301107,瑜欣电子,20240927 -103,7203,True,0.32255604629340967,0.0,-0.11638542700602089,0.030138998251738984,0.1454014707913614,2,2,139.24667072642217,up,True,,0,119,SZ301169,零点有数,20240924 -103,7204,True,0.6431794492342903,0.0,-0.1163854270060208,0.030138998251739057,0.1392197774115646,2,2,138.24667072642242,up,True,,0,119,SZ301169,零点有数,20240925 -103,7205,True,0.8462366844384711,0.0,-0.11638542700602099,0.030138998251739133,0.13294800252600436,2,2,137.24667072642202,up,True,,0,119,SZ301169,零点有数,20240926 -103,7464,True,0.609881462171146,0.0,-0.13523004867235894,-0.020092270674878156,0.2583301847084128,3,2,160.44875704320685,up,False,,0,119,SZ301169,零点有数,20250612 -103,7465,True,0.7210019893439803,0.0,-0.1380375833044754,-0.020092270674877958,0.2354803272291987,3,2,155.6532869438345,up,True,,0,119,SZ301169,零点有数,20250613 -103,7468,True,0.5132704603570213,0.0,-0.0927936043739532,-0.020092270674878107,0.4358052081782041,3,2,210.920061164951,up,True,,0,119,SZ301169,零点有数,20250616 -103,7469,True,0.5313826495292155,0.0,-0.09515597117372213,-0.02009227067487778,0.39966798215761223,3,2,198.22364368918684,up,False,,0,119,SZ301169,零点有数,20250617 -104,7351,True,0.38120157832926815,0.0,-0.06286151392100908,0.033218059542551616,0.18994141488526003,3,2,146.9029551524898,up,True,,0,119,SZ301225,恒勃股份,20250219 -104,7352,True,0.5203986861405423,0.0,-0.0628615139210093,0.03321805954255148,0.184389378024403,3,2,145.90295515249,up,True,,0,119,SZ301225,恒勃股份,20250220 -104,7353,True,0.4005535703122433,0.0,-0.06286151392100929,0.03321805954255153,0.1787607100575035,3,2,144.90295515248962,up,True,,0,119,SZ301225,恒勃股份,20250221 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+9,7231,True,0.7772308378304305,0.0,-0.026288170632509822,-0.017483421054322674,0.2910438294428797,2,2,167.8524074435886,up,False,,0,119,SH600531,豫光金铅,20241022 +9,7232,True,0.7782957901957268,0.0,-0.026288170632509822,-0.017483421054322674,0.28679482769685083,2,2,166.85240744358885,up,False,,0,119,SH600531,豫光金铅,20241023 +9,7233,True,0.7793683848108466,0.0,-0.026288170632509822,-0.017483421054322674,0.28249458760208,2,2,165.85240744358882,up,False,,0,119,SH600531,豫光金铅,20241024 +9,7373,True,0.8286515626288451,0.0,-0.01868780805011868,-0.011510602388267161,0.286501262779031,3,2,166.7837569881305,up,False,,0,119,SH600531,豫光金铅,20250313 +9,7374,True,0.8601741312371297,0.0,-0.01868780805011868,-0.011510602388267161,0.2821974712002689,3,2,165.78375698813036,up,True,,0,119,SH600531,豫光金铅,20250314 +9,7377,True,0.7811635487434824,0.0,-0.01868780805011868,-0.011510602388267161,0.27784144399273814,3,2,164.78375698813062,up,False,,0,119,SH600531,豫光金铅,20250317 +9,7378,True,0.7890680665841862,0.0,-0.01868780805011868,-0.011510602388267161,0.27343222436505743,3,2,163.78375698813048,up,False,,0,119,SH600531,豫光金铅,20250318 +9,7379,True,0.782648444204574,0.0,-0.01868780805011868,-0.011510602388267161,0.26896883201511895,3,2,162.78375698813048,up,False,,0,119,SH600531,豫光金铅,20250319 +9,7380,True,0.7837195347859689,0.0,-0.01868780805011868,-0.011510602388267161,0.2644502624034699,3,2,161.78375698813036,up,False,,0,119,SH600531,豫光金铅,20250320 +10,7675,True,0.6305094443028723,0.0,-0.045557270657144815,-0.026665006212674314,0.4855701855093098,2,2,231.32407307654915,up,True,,0,119,SH600588,用友网络,20260109 +10,7678,True,0.867231540761703,0.0,-0.045557270657144815,-0.026665006212674314,0.48333668117943573,2,2,230.32407307654913,up,True,,0,119,SH600588,用友网络,20260112 +10,7679,True,0.8790281294839282,0.0,-0.045557270657144815,-0.026665006212674314,0.48108369782758276,2,2,229.3240730765491,up,True,,0,119,SH600588,用友网络,20260113 +10,7680,True,0.8802828426588373,0.0,-0.045557270657144815,-0.026665006212674314,0.47881097951461515,2,2,228.3240730765491,up,True,,0,119,SH600588,用友网络,20260114 +10,7681,True,0.8805318695229882,0.0,-0.045557270657144815,-0.026665006212674314,0.4765182657978858,2,2,227.32407307654907,up,True,,0,119,SH600588,用友网络,20260115 +10,7682,True,0.874954704792183,0.0,-0.045557270657144815,-0.026665006212674314,0.47420529163174363,2,2,226.32407307654904,up,True,,0,119,SH600588,用友网络,20260116 +10,7685,True,0.7579790141826456,0.0,-0.045557270657144815,-0.026665006212674314,0.471871787265392,2,2,225.324073076549,up,False,,0,119,SH600588,用友网络,20260119 +10,7686,True,0.6930510864030517,0.0,-0.045557270657144815,-0.026665006212674314,0.4695174781380145,2,2,224.324073076549,up,False,,0,119,SH600588,用友网络,20260120 +11,7468,True,0.3661696210122831,0.0,-0.03381409178121887,-0.008350020304608595,0.38597301264114176,2,2,193.8025566463455,up,False,,0,119,SH600640,国脉文化,20250616 +12,7188,True,0.44159893710727305,0.0,-0.008185812084333543,-0.0034685967313092094,0.2941165207509516,4,3,168.58306434172073,up,False,,0,119,SH600693,东百集团,20240909 +12,7189,True,0.42021836516353145,0.0,-0.008185812084333543,-0.0034685967313092094,0.2899043798522167,4,3,167.58306434172067,up,False,,0,119,SH600693,东百集团,20240910 +12,7198,True,0.33408151486802173,0.0,-0.0064902202742697,0.00309586914058452,0.03185116754056337,3,3,122.91498580615794,up,False,,0,119,SH600693,东百集团,20240919 +12,7199,True,0.35636311840095114,0.0,-0.0064902202742697,0.00309586914058452,0.023909987659700954,3,3,121.91498580615789,up,False,,0,119,SH600693,东百集团,20240920 +12,7202,True,0.3497625992312396,0.0,-0.0064902202742697,0.00309586914058452,0.015837456320160443,3,3,120.91498580615787,up,False,,0,119,SH600693,东百集团,20240923 +12,7203,True,0.5581472337735891,0.0,-0.0064902202742697,0.00309586914058452,0.0076302874074217555,3,3,119.91498580615792,up,False,,0,119,SH600693,东百集团,20240924 +12,7233,True,0.8037172028182197,0.0,-0.003398420800082169,0.00309586914058452,0.06762212082694355,2,3,127.63065561523551,up,False,,0,119,SH600693,东百集团,20241024 +12,7234,True,0.8207343381311996,0.0,-0.003398420800082169,0.00309586914058452,0.06025914955712677,2,3,126.63065561523553,up,False,,0,119,SH600693,东百集团,20241025 +12,7237,True,0.8384458080953946,0.0,-0.003398420800082169,0.00309586914058452,0.05277896213120926,2,3,125.63065561523555,up,False,,0,119,SH600693,东百集团,20241028 +13,7673,True,0.4040684685517309,0.0,-0.02997371318469584,-0.014490727876443787,0.28379177208054274,4,2,166.15279657661574,up,False,,0,119,SH600744,华银电力,20260107 +13,7675,True,0.5853838917272195,0.0,-0.02997371318469584,-0.006877112192297196,0.06675551023969173,4,2,127.51213782206591,up,False,,0,119,SH600744,华银电力,20260109 +13,7678,True,0.8029366923305666,0.0,-0.02997371318469584,-0.006877112192297196,0.05937879124793021,4,2,126.51213782206582,up,True,,0,119,SH600744,华银电力,20260112 +13,7679,True,0.8211663644436437,0.0,-0.02997371318469584,-0.006877112192297196,0.051884526349936656,4,2,125.51213782206585,up,True,,0,119,SH600744,华银电力,20260113 +13,7680,True,0.8319700451068791,0.0,-0.02997371318469584,-0.006877112192297196,0.04426988339034877,4,2,124.5121378220659,up,True,,0,119,SH600744,华银电力,20260114 +13,7681,True,0.6892110571134964,0.0,-0.02997371318469584,-0.006877112192297196,0.03653193849309038,4,2,123.51213782206581,up,False,,0,119,SH600744,华银电力,20260115 +13,7682,True,0.9805614105970202,0.0,-0.02997371318469584,-0.006877112192297196,0.0286676723180425,4,2,122.51213782206584,up,True,,0,119,SH600744,华银电力,20260116 +13,7685,True,0.9928118119870813,0.0,-0.02997371318469584,-0.006877112192297196,0.020673966132868826,4,2,121.51213782206588,up,True,,0,119,SH600744,华银电力,20260119 +13,7686,True,0.9963085448248169,0.0,-0.02997371318469584,-0.006877112192297196,0.012547597689276085,4,2,120.51213782206588,up,True,,0,119,SH600744,华银电力,20260120 +14,7441,True,0.3816057199364842,0.0,-0.0020642862788203074,0.0011998922405434265,0.5421075704666509,2,2,259.88636702571443,up,True,,0,119,SH600795,国电电力,20250520 +17,7188,True,0.7203945466568322,0.0,-0.02489717214895324,-0.012529601249675051,0.21014256553250574,2,2,150.66009992072478,up,False,,0,119,SH600984,建设机械,20240909 +17,7189,True,0.754684109716849,0.0,-0.02489717214895324,-0.012529601249675051,0.20486489008737463,2,2,149.6600999207248,up,False,,0,119,SH600984,建设机械,20240910 +17,7190,True,0.753255565912826,0.0,-0.02489717214895324,-0.012529601249675051,0.19951621138786735,2,2,148.6600999207248,up,False,,0,119,SH600984,建设机械,20240911 +17,7191,True,0.778457795163298,0.0,-0.02489717214895324,-0.012529601249675051,0.19409508686579335,2,2,147.6600999207248,up,False,,0,119,SH600984,建设机械,20240912 +17,7192,True,0.7799633377124899,0.0,-0.02489717214895324,-0.012529601249675051,0.18860003460843183,2,2,146.66009992072475,up,False,,0,119,SH600984,建设机械,20240913 +17,7356,True,0.41521776514958436,0.0,-0.00822377868848224,0.011416628814499287,0.1273494463250165,2,2,136.3661542399264,up,False,,0,119,SH600984,建设机械,20250224 +17,7357,True,0.4522314406583312,0.0,-0.00822377868848224,0.011416628814499287,0.12090285294593359,2,2,135.3661542399264,up,True,,0,119,SH600984,建设机械,20250225 +17,7358,True,0.6523763455674408,0.0,-0.00822377868848224,0.011416628814499287,0.11436030395339272,2,2,134.36615423992643,up,True,,0,119,SH600984,建设机械,20250226 +17,7359,True,0.45643321820090565,0.0,-0.00822377868848224,0.011416628814499287,0.10771964087741187,2,2,133.3661542399264,up,False,,0,119,SH600984,建设机械,20250227 +17,7595,True,0.676425229351512,0.0,0.0013811664194596383,0.004570236949463189,0.5297680475015087,3,2,253.06659695861862,up,True,,0,119,SH600984,建设机械,20251021 +17,7596,True,0.8585998328944887,0.0,0.0013811664194596383,0.004570236949463189,0.5279025406942911,3,2,252.06659695861865,up,True,,0,119,SH600984,建设机械,20251022 +17,7597,True,0.6970704748255969,0.0,0.0013811664194596383,0.004570236949463189,0.5260221732339255,3,2,251.06659695861865,up,True,,0,119,SH600984,建设机械,20251023 +17,7598,True,0.369666957085682,0.0,0.0013811664194596383,0.004570236949463189,0.524126766840066,3,2,250.06659695861867,up,True,,0,119,SH600984,建设机械,20251024 +17,7617,True,0.45445983807257634,0.0,0.0013811664194596383,0.004570236949463189,0.4980313484620857,3,3,237.0665969586186,up,False,,0,119,SH600984,建设机械,20251112 +18,7343,True,0.4460101024499732,0.0,-0.01642314774804971,-0.008297060809557999,0.21205576057811232,2,2,151.02591534562126,up,False,,0,119,SH601096,宏盛华源,20250211 +18,7344,True,0.5179038426368927,0.0,-0.01642314774804971,-0.008297060809557999,0.20680370637396508,2,2,150.02591534562126,up,False,,0,119,SH601096,宏盛华源,20250212 +18,7345,True,0.47876250652931535,0.0,-0.01642314774804971,-0.008297060809557999,0.2014811670573203,2,2,149.02591534562123,up,False,,0,119,SH601096,宏盛华源,20250213 +18,7346,True,0.4876258341975195,0.0,-0.01642314774804971,-0.008297060809557999,0.19608671412603287,2,2,148.02591534562123,up,False,,0,119,SH601096,宏盛华源,20250214 +18,7349,True,0.8468972221435975,0.0,-0.01642314774804971,-0.008297060809557999,0.1906188802140033,2,2,147.0259153456212,up,True,,0,119,SH601096,宏盛华源,20250217 +18,7350,True,0.7629394799198121,0.0,-0.01642314774804971,-0.008297060809557999,0.18507615776045577,2,2,146.0259153456212,up,True,,0,119,SH601096,宏盛华源,20250218 +18,7351,True,0.7131609446370397,0.0,-0.01642314774804971,-0.008297060809557999,0.1794569976241635,2,2,145.02591534562129,up,False,,0,119,SH601096,宏盛华源,20250219 +18,7352,True,0.6970678608340667,0.0,-0.01642314774804971,-0.008297060809557999,0.17375980763993895,2,2,144.02591534562129,up,False,,0,119,SH601096,宏盛华源,20250220 +18,7353,True,0.7054929710955666,0.0,-0.01642314774804971,-0.008297060809557999,0.16798295111457803,2,2,143.02591534562126,up,False,,0,119,SH601096,宏盛华源,20250221 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+46,7524,True,0.8991756267212844,0.0,0.018066494095645792,0.0666853863923705,0.13452770556919147,2,2,137.4971801705822,up,True,,0,119,SH688607,康众医疗,20250811 +46,7525,True,0.837193259857207,0.0,0.018066494095645792,0.0666853863923705,0.12818711821530487,2,2,136.4971801705822,up,False,,0,119,SH688607,康众医疗,20250812 +46,7526,True,0.8195610582560595,0.0,0.018066494095645792,0.0666853863923705,0.12175294090853604,2,2,135.49718017058217,up,False,,0,119,SH688607,康众医疗,20250813 +46,7527,True,0.8211937803172481,0.0,0.018066494095645792,0.0666853863923705,0.11522308609687662,2,2,134.49718017058214,up,False,,0,119,SH688607,康众医疗,20250814 +46,7528,True,0.8228510644489687,0.0,0.018066494095645792,0.0666853863923705,0.10859540367862236,2,2,133.49718017058214,up,False,,0,119,SH688607,康众医疗,20250815 +46,7531,True,0.8817245695244418,0.0,0.018066494095645792,0.0666853863923705,0.10186767864195527,2,2,132.49718017058214,up,False,,0,119,SH688607,康众医疗,20250818 +47,7524,True,0.45711237380604186,0.0,0.04670781962185189,0.10385234110064101,0.12008308173260865,2,2,135.24004088285747,up,True,,0,119,SH688679,通源环境,20250811 +47,7525,True,0.8972437518020321,0.0,0.04670781962185189,0.10385234110064101,0.11352827951055634,2,2,134.24004088285747,up,True,,0,119,SH688679,通源环境,20250812 +47,7678,True,0.7103897568820302,0.0,0.02740574798184639,0.12806386055549382,0.2633460056721334,2,2,161.54124041447338,up,False,,0,119,SH688679,通源环境,20260112 +47,7679,True,0.8664165808861191,0.0,0.02740574798184639,0.08776701353253692,0.512997399884323,2,2,244.3518781454845,up,True,,0,119,SH688679,通源环境,20260113 +47,7680,True,0.8721700026890588,0.0,0.02740574798184639,0.08776701353253692,0.5109961718526062,2,2,243.35187814548448,up,True,,0,119,SH688679,通源环境,20260114 +47,7681,True,0.8114703955578533,0.0,0.02740574798184639,0.08776701353253692,0.5089784287598385,2,2,242.3518781454845,up,True,,0,119,SH688679,通源环境,20260115 +47,7682,True,0.7684512241470856,0.0,0.02740574798184639,0.08776701353253692,0.5069439653240735,2,2,241.3518781454845,up,False,,0,119,SH688679,通源环境,20260116 +47,7685,True,0.761425208377579,0.0,0.02740574798184639,0.08776701353253692,0.504892572847009,2,2,240.35187814548448,up,False,,0,119,SH688679,通源环境,20260119 +47,7686,True,0.7242933464129515,0.0,0.02740574798184639,0.08776701353253692,0.5028240391426192,2,2,239.3518781454845,up,False,,0,119,SH688679,通源环境,20260120 +49,7475,True,0.48224799946946356,0.0,-0.040028210908461655,-0.00445133493084964,0.16902706301559683,2,2,143.20562644536952,up,True,,0,119,SZ000039,中集集团,20250623 +49,7596,True,0.5514243149905171,0.0,-0.011574016752621088,0.0025154427257101115,0.1099938554064991,2,2,133.70694205077842,up,False,,0,119,SZ000039,中集集团,20251022 +49,7597,True,0.6062693816264814,0.0,-0.011574016752621088,0.0025154427257101115,0.10328730237438298,2,2,132.70694205077848,up,False,,0,119,SZ000039,中集集团,20251023 +49,7598,True,0.5580744769346025,0.0,-0.011574016752621088,0.0025154427257101115,0.09647890880254005,2,2,131.70694205077842,up,False,,0,119,SZ000039,中集集团,20251024 +49,7601,True,0.5916099096668388,0.0,-0.011574016752621088,0.0025154427257101115,0.08956633723578689,2,2,130.70694205077848,up,False,,0,119,SZ000039,中集集团,20251027 +49,7602,True,0.5487767134915265,0.0,-0.011574016752621088,0.0025154427257101115,0.08254717813474367,2,2,129.70694205077842,up,False,,0,119,SZ000039,中集集团,20251028 +49,7603,True,0.568229170415528,0.0,-0.011574016752621088,0.0025154427257101115,0.07541894707551068,2,2,128.7069420507785,up,False,,0,119,SZ000039,中集集团,20251029 +49,7604,True,0.6341061048871535,0.0,-0.011574016752621088,0.0025154427257101115,0.06817908181777978,2,2,127.70694205077844,up,False,,0,119,SZ000039,中集集团,20251030 +49,7631,True,0.836381739769802,0.0,-0.0008697786125164697,0.005218632157592797,0.4498721267543574,3,2,216.3133442010932,up,True,,0,119,SZ000039,中集集团,20251126 +49,7632,True,0.6656246336132214,0.0,-0.0008697786125164697,0.005218632157592797,0.4473171161706572,3,2,215.31334420109314,up,True,,0,119,SZ000039,中集集团,20251127 +49,7633,True,0.6352389852196728,0.0,-0.0008697786125164697,0.005218632157592797,0.4447382618959053,3,2,214.3133442010931,up,False,,0,119,SZ000039,中集集团,20251128 +49,7636,True,0.5808722515373561,0.0,-0.0008697786125164697,0.005218632157592797,0.4421352285967762,3,2,213.31334420109317,up,False,,0,119,SZ000039,中集集团,20251201 +49,7637,True,0.5560606515886652,0.0,-0.0008697786125164697,0.005218632157592797,0.43950767462223717,3,2,212.31334420109314,up,False,,0,119,SZ000039,中集集团,20251202 +49,7638,True,0.5679691363042216,0.0,-0.0008697786125164697,0.005218632157592797,0.436855251854064,3,2,211.3133442010931,up,False,,0,119,SZ000039,中集集团,20251203 +49,7639,True,0.6575434502714514,0.0,-0.0008697786125164697,0.005218632157592797,0.4341776055530883,3,2,210.31334420109317,up,False,,0,119,SZ000039,中集集团,20251204 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+49,7650,True,0.6567713655159269,0.0,-0.0008697786125164697,0.005218632157592797,0.41469655881367257,3,2,203.31334420109312,up,False,,0,119,SZ000039,中集集团,20251215 +49,7651,True,0.5071090299077565,0.0,-0.0008697786125164697,0.005218632157592797,0.41180350475686955,3,2,202.31334420109306,up,False,,0,119,SZ000039,中集集团,20251216 +49,7652,True,0.52817575127426,0.0,-0.0008697786125164697,0.005218632157592797,0.4088817088988885,3,2,201.31334420109317,up,False,,0,119,SZ000039,中集集团,20251217 +49,7653,True,0.5537413321065761,0.0,-0.0008697786125164697,0.005218632157592797,0.40593074078710994,3,2,200.31334420109312,up,False,,0,119,SZ000039,中集集团,20251218 +49,7654,True,0.7111922955774739,0.0,-0.0008697786125164697,0.005218632157592797,0.4029501613302044,3,2,199.31334420109306,up,False,,0,119,SZ000039,中集集团,20251219 +49,7657,True,0.7191533846075413,0.0,-0.0008697786125164697,0.005218632157592797,0.3999395225803262,3,2,198.31334420109314,up,False,,0,119,SZ000039,中集集团,20251222 +49,7658,True,0.712957890589387,0.0,-0.0008697786125164697,0.005218632157592797,0.3968983675086847,3,2,197.31334420109312,up,False,,0,119,SZ000039,中集集团,20251223 +49,7659,True,0.7373026098136437,0.0,-0.0008697786125164697,0.005218632157592797,0.39382622977426013,3,2,196.3133442010932,up,False,,0,119,SZ000039,中集集团,20251224 +49,7660,True,0.7314630169203393,0.0,-0.0008697786125164697,0.005218632157592797,0.3907226334854082,3,2,195.31334420109314,up,False,,0,119,SZ000039,中集集团,20251225 +49,7661,True,0.7256573668669996,0.0,-0.0008697786125164697,0.005218632157592797,0.38758709295411,3,2,194.3133442010931,up,False,,0,119,SZ000039,中集集团,20251226 +49,7664,True,0.7213797176462082,0.0,-0.0008697786125164697,0.005218632157592797,0.3844191124425895,3,2,193.31334420109306,up,False,,0,119,SZ000039,中集集团,20251229 +49,7665,True,0.8772387784999676,0.0,-0.0008697786125164697,0.005218632157592797,0.38121818590202833,3,2,192.31334420109314,up,True,,0,119,SZ000039,中集集团,20251230 +49,7666,True,0.7519689972898072,0.0,-0.0008697786125164697,0.005218632157592797,0.37798379670308363,3,2,191.3133442010931,up,False,,0,119,SZ000039,中集集团,20251231 +50,7203,True,0.4031582570240964,0.0,-0.024119770736697507,-0.00546736588331906,0.19162371105656262,2,2,147.20867203506816,up,True,,0,119,SZ000411,英特集团,20240924 +50,7204,True,0.6022864766782694,0.0,-0.024119770736697507,-0.00546736588331906,0.18609478942905777,2,2,146.20867203506813,up,True,,0,119,SZ000411,英特集团,20240925 +50,7205,True,0.6759832422452775,0.0,-0.024119770736697507,-0.00546736588331906,0.18048971640439493,2,2,145.20867203506822,up,False,,0,119,SZ000411,英特集团,20240926 +50,7206,True,0.8774383147251553,0.0,-0.024119770736697507,-0.00546736588331906,0.17480690779080246,2,2,144.20867203506822,up,True,,0,119,SZ000411,英特集团,20240927 +50,7209,True,0.951447496062123,0.0,-0.024119770736697507,-0.00546736588331906,0.16904473514802204,2,2,143.2086720350681,up,True,,0,119,SZ000411,英特集团,20240930 +50,7217,True,0.9579469747504616,0.0,-0.024119770736697507,-0.00546736588331906,0.16320152423155276,2,2,142.2086720350682,up,True,,0,119,SZ000411,英特集团,20241008 +50,7218,True,0.9357687694732019,0.0,-0.024119770736697507,-0.00546736588331906,0.1572755533707784,2,2,141.20867203506816,up,True,,0,119,SZ000411,英特集团,20241009 +50,7219,True,0.8748580749451457,0.0,-0.024119770736697507,-0.00546736588331906,0.15126505177770733,2,2,140.20867203506825,up,True,,0,119,SZ000411,英特集团,20241010 +50,7220,True,0.7825578749538162,0.0,-0.024119770736697507,-0.00546736588331906,0.14516819778280332,2,2,139.20867203506813,up,False,,0,119,SZ000411,英特集团,20241011 +50,7223,True,0.7897623393401391,0.0,-0.024119770736697507,-0.00546736588331906,0.1389831169942387,2,2,138.20867203506822,up,False,,0,119,SZ000411,英特集团,20241014 +50,7224,True,0.7778160960604508,0.0,-0.024119770736697507,-0.00546736588331906,0.13270788037664566,2,2,137.20867203506822,up,False,,0,119,SZ000411,英特集团,20241015 +50,7225,True,0.7861551164443861,0.0,-0.024119770736697507,-0.00546736588331906,0.1263405022452439,2,2,136.2086720350682,up,False,,0,119,SZ000411,英特集团,20241016 +50,7226,True,0.7924008976856304,0.0,-0.024119770736697507,-0.00546736588331906,0.11987893817094941,2,2,135.2086720350682,up,False,,0,119,SZ000411,英特集团,20241017 +50,7227,True,0.8379048880171367,0.0,-0.024119770736697507,-0.00546736588331906,0.11332108279183434,2,2,134.20867203506816,up,False,,0,119,SZ000411,英特集团,20241018 +50,7230,True,0.8120839714757623,0.0,-0.024119770736697507,-0.00546736588331906,0.10666476752600337,2,2,133.20867203506825,up,False,,0,119,SZ000411,英特集团,20241021 +50,7231,True,0.8166052276064302,0.0,-0.024119770736697507,-0.00546736588331906,0.09990775818067804,2,2,132.20867203506822,up,False,,0,119,SZ000411,英特集团,20241022 +50,7232,True,0.8182794061857889,0.0,-0.024119770736697507,-0.00546736588331906,0.09304775245195031,2,2,131.20867203506813,up,False,,0,119,SZ000411,英特集团,20241023 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+94,7533,True,0.7174297275947481,0.0,0.08072544031109175,0.1133580083356323,0.5302809134861033,2,2,253.34290944653657,up,False,,0,119,SZ300683,海特生物,20250820 +94,7534,True,0.717894781407238,0.0,0.08072544031109175,0.1133580083356323,0.5284194818035406,2,2,252.34290944653657,up,False,,0,119,SZ300683,海特生物,20250821 +94,7535,True,0.7183630449761953,0.0,0.08072544031109175,0.1133580083356323,0.5265432382316217,2,2,251.34290944653662,up,False,,0,119,SZ300683,海特生物,20250822 +94,7538,True,0.7565808704763157,0.0,0.08072544031109175,0.1133580083356323,0.5246520052711388,2,2,250.34290944653657,up,False,,0,119,SZ300683,海特生物,20250825 +94,7539,True,0.7290409394385602,0.0,0.08072544031109175,0.1133580083356323,0.5227456025754135,2,2,249.3429094465366,up,False,,0,119,SZ300683,海特生物,20250826 +94,7540,True,0.7197937088960011,0.0,0.08072544031109175,0.1133580083356323,0.5208238468929657,2,2,248.34290944653654,up,False,,0,119,SZ300683,海特生物,20250827 +94,7541,True,0.7202774972918016,0.0,0.08072544031109175,0.1133580083356323,0.5188865520087936,2,2,247.3429094465366,up,False,,0,119,SZ300683,海特生物,20250828 +94,7542,True,0.7207627743869948,0.0,0.08072544031109175,0.1133580083356323,0.5169335286842244,2,2,246.34290944653654,up,False,,0,119,SZ300683,海特生物,20250829 +94,7545,True,0.721245613798326,0.0,0.08072544031109175,0.1133580083356323,0.5149645845952939,2,2,245.3429094465366,up,False,,0,119,SZ300683,海特生物,20250901 +94,7546,True,0.7216372978360779,0.0,0.08072544031109175,0.1133580083356323,0.5129795242696092,2,2,244.34290944653662,up,False,,0,119,SZ300683,海特生物,20250902 +94,7547,True,0.7220544856285226,0.0,0.08072544031109175,0.1133580083356323,0.5109781490216597,2,2,243.34290944653657,up,False,,0,119,SZ300683,海特生物,20250903 +95,7203,True,0.5688974249445574,0.0,-0.02633921807736113,-0.00232436085251576,0.12388810853748373,2,2,135.82739962740402,up,True,,0,119,SZ300737,科顺股份,20240924 +95,7204,True,0.5853323825928076,0.0,-0.02633921807736113,-0.00232436085251576,0.11739008295897638,2,2,134.82739962740402,up,True,,0,119,SZ300737,科顺股份,20240925 +95,7205,True,0.9641054551662657,0.0,-0.02633921807736113,-0.00232436085251576,0.11079494683962898,2,2,133.82739962740402,up,True,,0,119,SZ300737,科顺股份,20240926 +95,7206,True,0.9736042104081077,0.0,-0.02633921807736113,-0.00232436085251576,0.10410050686975318,2,2,132.82739962740405,up,True,,0,119,SZ300737,科顺股份,20240927 +95,7209,True,0.9756734872581324,0.0,-0.02633921807736113,-0.00232436085251576,0.09730450318870938,2,2,131.82739962740402,up,True,,0,119,SZ300737,科顺股份,20240930 +95,7217,True,0.9773988459529123,0.0,-0.02633921807736113,-0.00232436085251576,0.09040460684144455,2,2,130.82739962740402,up,True,,0,119,SZ300737,科顺股份,20241008 +95,7218,True,0.9791249195497301,0.0,-0.02633921807736113,-0.00232436085251576,0.08339841711747997,2,2,129.82739962740402,up,True,,0,119,SZ300737,科顺股份,20241009 +95,7219,True,0.8560879102067885,0.0,-0.02633921807736113,-0.00232436085251576,0.07628345876596845,2,2,128.82739962740402,up,False,,0,119,SZ300737,科顺股份,20241010 +95,7220,True,0.8326249986021624,0.0,-0.02633921807736113,-0.00232436085251576,0.06905717908002837,2,2,127.827399627404,up,False,,0,119,SZ300737,科顺股份,20241011 +95,7223,True,0.8946875221079409,0.0,-0.02633921807736113,-0.00232436085251576,0.061716944843145,2,2,126.82739962740402,up,False,,0,119,SZ300737,科顺股份,20241014 +95,7224,True,0.9268635567620207,0.0,-0.02633921807736113,-0.00232436085251576,0.05426003912995952,2,2,125.827399627404,up,True,,0,119,SZ300737,科顺股份,20241015 +95,7225,True,0.9356787710649299,0.0,-0.02633921807736113,-0.000970104583629341,0.017339962708798704,2,3,121.0998671809583,up,True,,0,119,SZ300737,科顺股份,20241016 +95,7226,True,0.8909767957496297,0.0,-0.02633921807736113,-0.000970104583629341,0.009157938362255705,2,3,120.09986718095831,up,False,,0,119,SZ300737,科顺股份,20241017 +95,7227,True,0.8497898243649865,0.0,-0.02633921807736113,-0.000970104583629341,0.0008385163083898471,2,3,119.0998671809583,up,False,,0,119,SZ300737,科顺股份,20241018 +95,7328,True,0.4461081229179721,0.0,-0.02918379876550646,0.0018230489709488984,0.1427707409346876,3,2,138.81934003250512,up,False,,0,119,SZ300737,科顺股份,20250127 +95,7337,True,0.44195393074496986,0.0,-0.02918379876550646,0.0018230489709488984,0.13655079198657086,3,2,137.8193400325051,up,False,,0,119,SZ300737,科顺股份,20250205 +95,7360,True,0.8510643943400605,0.0,-0.02918379876550646,-0.01951498670346022,0.1432952641227228,3,2,138.90433309924728,up,False,,0,119,SZ300737,科顺股份,20250228 +95,7363,True,0.8381348098791562,0.0,-0.02918379876550646,-0.01951498670346022,0.13708295217701458,3,2,137.90433309924717,up,False,,0,119,SZ300737,科顺股份,20250303 +95,7364,True,0.81495607535942,0.0,-0.02918379876550646,-0.01951498670346022,0.13077988617254147,3,2,136.90433309924722,up,False,,0,119,SZ300737,科顺股份,20250304 +95,7365,True,0.8153850469283014,0.0,-0.02918379876550646,-0.01951498670346022,0.1243840627723213,3,2,135.90433309924722,up,False,,0,119,SZ300737,科顺股份,20250305 +95,7366,True,0.8344105594950875,0.0,-0.02918379876550646,-0.01951498670346022,0.11789341923914846,3,2,134.90433309924728,up,False,,0,119,SZ300737,科顺股份,20250306 +95,7367,True,0.8214373837934754,0.0,-0.02918379876550646,-0.01951498670346022,0.1113058312175788,3,2,133.90433309924725,up,False,,0,119,SZ300737,科顺股份,20250307 +95,7370,True,0.9737853796730784,0.0,-0.02918379876550646,-0.01951498670346022,0.1046191104157912,3,2,132.90433309924722,up,True,,0,119,SZ300737,科顺股份,20250310 +95,7371,True,0.9755341930764084,0.0,-0.02918379876550646,-0.01951498670346022,0.09783100218199686,3,2,131.90433309924728,up,True,,0,119,SZ300737,科顺股份,20250311 +95,7372,True,0.9011866960791461,0.0,-0.02918379876550646,-0.01951498670346022,0.0909391829697632,3,2,130.90433309924725,up,False,,0,119,SZ300737,科顺股份,20250312 +95,7569,True,0.3503258322909355,0.0,-0.018339440693028664,0.004925497617837058,0.08374160309661956,2,2,129.87602667782002,none,,,0,119,SZ300737,科顺股份,20250925 +95,7589,True,0.49876230470865657,0.0,-0.018339440693028664,0.004925497617837058,0.023597968823046753,2,2,121.87602667782001,up,False,,0,119,SZ300737,科顺股份,20251015 +95,7590,True,0.39189806833202745,0.0,-0.018339440693028664,0.004925497617837058,0.015520254341419201,2,2,120.87602667781998,up,False,,0,119,SZ300737,科顺股份,20251016 +95,7650,True,0.48575525923888574,0.0,-0.007328191081029324,0.0035600311168097606,0.1539345308526544,4,3,140.65105401349936,up,True,,0,119,SZ300737,科顺股份,20251215 +95,7654,True,0.49199833066262977,0.0,-0.007328191081029324,0.0035600311168097606,0.12916880986337487,4,3,136.65105401349948,up,False,,0,119,SZ300737,科顺股份,20251219 +95,7657,True,0.5613154046942528,0.0,-0.007328191081029324,0.0035600311168097606,0.12274916796328336,4,3,135.65105401349945,up,False,,0,119,SZ300737,科顺股份,20251222 +95,7658,True,0.3196476797970919,0.0,-0.007328191081029324,0.0035600311168097606,0.1162341737921365,4,3,134.65105401349945,up,False,,0,119,SZ300737,科顺股份,20251223 +95,7659,True,0.34028034191051326,0.0,-0.0024124546471010477,0.0035600311168097606,0.2808074362418011,3,3,165.4633348517341,up,False,,0,119,SZ300737,科顺股份,20251224 +95,7661,True,0.6060355527256469,0.0,-0.0024124546471010477,0.0035600311168097606,0.2720080003999896,3,3,163.46333485173412,up,True,,0,119,SZ300737,科顺股份,20251226 +95,7664,True,0.3302033493246665,0.0,-0.0024124546471010477,0.0035600311168097606,0.26752703858627036,3,3,162.46333485173398,up,False,,0,119,SZ300737,科顺股份,20251229 +95,7666,True,0.3792043055082712,0.0,-0.0024124546471010477,0.0035600311168097606,0.2583975640917945,3,3,160.46333485173398,up,False,,0,119,SZ300737,科顺股份,20251231 +95,7671,True,0.4521599107163212,0.0,-0.0024124546471010477,0.0025562212896898602,0.3518456009915202,3,4,183.59822934480036,up,False,,0,119,SZ300737,科顺股份,20260105 +95,7672,True,0.49394578025171565,0.0,-0.0024124546471010477,0.0025562212896898602,0.348295980596327,3,4,182.59822934480036,up,False,,0,119,SZ300737,科顺股份,20260106 +95,7673,True,0.47716973300400756,0.0,-0.0024124546471010477,0.0025562212896898602,0.34470726708433413,3,4,181.5982293448004,up,False,,0,119,SZ300737,科顺股份,20260107 +95,7674,True,0.6559442357063624,0.0,-0.0024124546471010477,0.0025562212896898602,0.3410788110618525,3,4,180.5982293448004,up,False,,0,119,SZ300737,科顺股份,20260108 +95,7675,True,0.5620169923271067,0.0,-0.0024124546471010477,0.0025562212896898602,0.3374099486719393,3,4,179.59822934480042,up,False,,0,119,SZ300737,科顺股份,20260109 +95,7678,True,0.6259922677343164,0.0,-0.0024124546471010477,0.0025562212896898602,0.3337000011894877,3,4,178.59822934480042,up,False,,0,119,SZ300737,科顺股份,20260112 +95,7679,True,0.3587278773973539,0.0,-0.0024124546471010477,0.0025562212896898602,0.3299482746026363,3,4,177.59822934480025,up,False,,0,119,SZ300737,科顺股份,20260113 +95,7680,True,0.31544006724971907,0.0,-0.0024124546471010477,0.0025562212896898602,0.3261540591799601,3,4,176.59822934480027,up,False,,0,119,SZ300737,科顺股份,20260114 +95,7685,True,0.31414053443450285,0.0,-0.0024124546471010477,0.0025562212896898602,0.31450913728133334,3,4,173.5982293448003,up,False,,0,119,SZ300737,科顺股份,20260119 +95,7686,True,0.7730772471068577,0.0,-0.0024124546471010477,0.0025562212896898602,0.31053753881638474,3,4,172.5982293448003,up,True,,0,119,SZ300737,科顺股份,20260120 +96,7338,True,0.8443800153958326,0.0,0.037183471379306395,0.08010149866166777,0.37577415102417316,3,3,190.6361298482663,up,True,,0,119,SZ300790,宇瞳光学,20250206 +96,7339,True,0.906743261576474,0.0,0.037183471379306395,0.08010149866166777,0.3724824478583509,3,3,189.6361298482663,up,True,,0,119,SZ300790,宇瞳光学,20250207 +96,7342,True,0.9077033621422014,0.0,0.037183471379306395,0.08010149866166777,0.36915584466390233,3,3,188.6361298482663,up,True,,0,119,SZ300790,宇瞳光学,20250210 +96,7343,True,0.9084656739385923,0.0,0.037183471379306395,0.08010149866166777,0.3657937834454886,3,3,187.6361298482663,up,True,,0,119,SZ300790,宇瞳光学,20250211 +96,7344,True,0.8835427593848035,0.0,0.037183471379306395,0.08010149866166777,0.3623956942487717,3,3,186.63612984826634,up,True,,0,119,SZ300790,宇瞳光学,20250212 +96,7345,True,0.8309432836373134,0.0,0.037183471379306395,0.08010149866166777,0.35896099483830424,3,3,185.63612984826628,up,False,,0,119,SZ300790,宇瞳光学,20250213 +96,7346,True,0.8290956083575902,0.0,0.037183471379306395,0.08010149866166777,0.35548909036495707,3,3,184.63612984826634,up,False,,0,119,SZ300790,宇瞳光学,20250214 +96,7349,True,0.7748468936947632,0.0,0.037183471379306395,0.08010149866166777,0.35197937302247345,3,3,183.63612984826628,up,False,,0,119,SZ300790,宇瞳光学,20250217 +96,7350,True,0.8032042878320822,0.0,0.037183471379306395,0.08010149866166777,0.3484312216927453,3,3,182.63612984826628,up,False,,0,119,SZ300790,宇瞳光学,20250218 +96,7351,True,0.824469615729542,0.0,0.037183471379306395,0.08010149866166777,0.3448440015793709,3,3,181.6361298482663,up,False,,0,119,SZ300790,宇瞳光学,20250219 +96,7352,True,0.879911078255668,0.0,0.037183471379306395,0.08010149866166777,0.34121706382903805,3,3,180.63612984826628,up,True,,0,119,SZ300790,宇瞳光学,20250220 +96,7353,True,0.8155143859745608,0.0,0.037183471379306395,0.08010149866166777,0.3375497451402674,3,3,179.6361298482663,up,False,,0,119,SZ300790,宇瞳光学,20250221 +96,7356,True,0.7685806751194775,0.0,0.037183471379306395,0.08010149866166777,0.333841367359007,3,3,178.63612984826636,up,False,,0,119,SZ300790,宇瞳光学,20250224 +96,7357,True,0.7661401233456764,0.0,0.037183471379306395,0.08010149866166777,0.3300912370605705,3,3,177.6361298482663,up,False,,0,119,SZ300790,宇瞳光学,20250225 +96,7358,True,0.767024615422389,0.0,0.037183471379306395,0.08010149866166777,0.32629864511737683,3,3,176.63612984826634,up,False,,0,119,SZ300790,宇瞳光学,20250226 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+102,7290,True,0.40099473381492545,0.0,-0.04730205518940718,0.0022845513587117505,0.4630523536734437,2,2,221.62309643057384,up,False,,0,119,SZ301107,瑜欣电子,20241220 +102,7353,True,0.43134088652633035,0.0,-0.016106072100658193,0.024388043486271795,0.4430244001579174,4,2,213.6538836418321,up,False,,0,119,SZ301107,瑜欣电子,20250221 +102,7356,True,0.4378489001521962,0.0,-0.016106072100658193,0.024388043486271795,0.4404052352016817,4,2,212.65388364183212,up,False,,0,119,SZ301107,瑜欣电子,20250224 +102,7357,True,0.3809679771376958,0.0,-0.016106072100658193,0.024388043486271795,0.4377613207354335,4,2,211.6538836418321,up,False,,0,119,SZ301107,瑜欣电子,20250225 +102,7358,True,0.538616651867452,0.0,-0.016106072100658193,0.024388043486271795,0.4350923042922303,4,2,210.65388364183207,up,False,,0,119,SZ301107,瑜欣电子,20250226 +102,7359,True,0.46400338166616906,0.0,-0.016106072100658193,0.024388043486271795,0.4323978266803927,4,2,209.6538836418321,up,False,,0,119,SZ301107,瑜欣电子,20250227 +102,7528,True,0.31303064020829163,0.0,0.024523244375563292,0.1571436391051152,0.0944916990336972,2,2,131.41790072273278,up,False,,0,119,SZ301107,瑜欣电子,20250815 +102,7675,True,0.5512597176215058,0.0,-0.05739777285623909,-0.020481746954441108,0.2523842055216578,3,3,159.17266713584303,up,False,,0,119,SZ301107,瑜欣电子,20260109 +102,7678,True,0.6096493142392195,0.0,-0.05739777285623909,-0.020481746954441108,0.24765762533548458,3,3,158.17266713584291,up,False,,0,119,SZ301107,瑜欣电子,20260112 +102,7679,True,0.556890200532315,0.0,-0.05739777285623909,-0.020481746954441108,0.24287090008373133,3,3,157.17266713584286,up,False,,0,119,SZ301107,瑜欣电子,20260113 +102,7680,True,0.616454602929328,0.0,-0.05739777285623909,-0.020481746954441108,0.23802287440931813,3,3,156.172667135843,up,True,,0,119,SZ301107,瑜欣电子,20260114 +102,7681,True,0.7683522541727026,0.0,-0.05739777285623909,-0.020481746954441108,0.23311236317267323,3,3,155.17266713584297,up,True,,0,119,SZ301107,瑜欣电子,20260115 +102,7682,True,0.7849649703906301,0.0,-0.05739777285623909,-0.020481746954441108,0.2281381504858573,3,3,154.17266713584291,up,True,,0,119,SZ301107,瑜欣电子,20260116 +102,7685,True,0.7995578467487527,0.0,-0.05739777285623909,-0.020481746954441108,0.22309898870884462,3,3,153.17266713584308,up,False,,0,119,SZ301107,瑜欣电子,20260119 +102,7686,True,0.7870862674351012,0.0,-0.05775429965399478,-0.020481746954441108,0.21303830577417068,2,3,151.21447571481337,up,False,,0,119,SZ301107,瑜欣电子,20260120 +103,7199,True,0.5985016453554112,0.0,-0.1403384727925813,0.03013899825173903,0.0922655345577544,2,2,131.0956061826115,up,True,,0,119,SZ301169,零点有数,20240920 +103,7202,True,0.6089608558014514,0.0,-0.1403384727925813,0.03013899825173903,0.08528809318153979,2,2,130.09560618261148,up,False,,0,119,SZ301169,零点有数,20240923 +103,7203,True,0.8252686571492462,0.0,-0.1403384727925813,0.03013899825173903,0.07820255453412381,2,2,129.09560618261145,up,True,,0,119,SZ301169,零点有数,20240924 +103,7204,True,0.9316194683410841,0.0,-0.1403384727925813,0.03013899825173903,0.07100638697665317,2,2,128.09560618261148,up,True,,0,119,SZ301169,零点有数,20240925 +103,7205,True,0.9036196968740094,0.0,-0.1403384727925813,0.03013899825173903,0.06369697919359768,2,2,127.09560618261149,up,True,,0,119,SZ301169,零点有数,20240926 +103,7206,True,0.9859160815352882,0.0,-0.1403384727925813,0.03013899825173903,0.0562716370333762,2,2,126.09560618261146,up,True,,0,119,SZ301169,零点有数,20240927 +103,7209,True,0.9878181016237372,0.0,-0.1403384727925813,0.03013899825173903,0.0487275801974472,2,2,125.09560618261148,up,True,,0,119,SZ301169,零点有数,20240930 +103,7217,True,0.9897345153075509,0.0,-0.1403384727925813,0.03013899825173903,0.04106193876931535,2,2,124.09560618261148,up,True,,0,119,SZ301169,零点有数,20241008 +103,7218,True,0.9916820619060959,0.0,-0.1403384727925813,0.03013899825173903,0.033271749574356635,2,2,123.09560618261148,up,True,,0,119,SZ301169,零点有数,20241009 +103,7219,True,0.979114654741662,0.0,-0.1403384727925813,0.03013899825173903,0.02535395236075543,2,2,122.09560618261149,up,True,,0,119,SZ301169,零点有数,20241010 +103,7220,True,0.8768506134035633,0.0,-0.1403384727925813,0.03013899825173903,0.017305385791217702,2,2,121.09560618261146,up,False,,0,119,SZ301169,零点有数,20241011 +103,7223,True,0.866292922428331,0.0,-0.1403384727925813,0.03013899825173903,0.009122783234430467,2,2,120.0956061826115,up,False,,0,119,SZ301169,零点有数,20241014 +103,7224,True,0.857544109876567,0.0,-0.1403384727925813,0.03013899825173903,0.0008027683444918042,2,2,119.09560618261148,up,False,,0,119,SZ301169,零点有数,20241015 +103,7450,True,0.46636705204552553,0.0,-0.136419798768438,-0.02009227067487803,0.29456983051904406,3,2,168.69139590040263,up,True,,0,119,SZ301169,零点有数,20250529 +103,7451,True,0.35622680746511676,0.0,-0.136419798768438,-0.02009227067487803,0.2903631139746851,3,2,167.69139590040265,up,False,,0,119,SZ301169,零点有数,20250530 +103,7456,True,0.4125604094157013,0.0,-0.136419798768438,-0.02009227067487803,0.28179734769371384,3,2,165.6913959004026,up,False,,0,119,SZ301169,零点有数,20250604 +103,7457,True,0.8469138401303641,0.0,-0.136419798768438,-0.02009227067487803,0.27743644803420436,3,2,164.69139590040263,up,True,,0,119,SZ301169,零点有数,20250605 +103,7458,True,0.862200449999809,0.0,-0.136419798768438,-0.02009227067487803,0.273022266409133,3,2,163.69139590040265,up,True,,0,119,SZ301169,零点有数,20250606 +103,7461,True,0.8522332524348785,0.0,-0.136419798768438,-0.02009227067487803,0.2685538203086645,3,2,162.69139590040257,up,True,,0,119,SZ301169,零点有数,20250609 +103,7462,True,0.7847853499449973,0.0,-0.136419798768438,-0.02009227067487803,0.2640301029171602,3,2,161.6913959004026,up,True,,0,119,SZ301169,零点有数,20250610 +103,7463,True,0.7472139281013706,0.0,-0.136419798768438,-0.02009227067487803,0.2594500823568868,3,2,160.69139590040263,up,False,,0,119,SZ301169,零点有数,20250611 +103,7464,True,0.7110950970638019,0.0,-0.136419798768438,-0.02009227067487803,0.2548127009033181,3,2,159.69139590040265,up,False,,0,119,SZ301169,零点有数,20250612 +103,7465,True,0.7385867779118973,0.0,-0.136419798768438,-0.02009227067487803,0.2501168741707557,3,2,158.69139590040254,up,False,,0,119,SZ301169,零点有数,20250613 +103,7468,True,0.8505282562869896,0.0,-0.136419798768438,-0.02009227067487803,0.24536149026697626,3,2,157.69139590040257,up,True,,0,119,SZ301169,零点有数,20250616 +103,7519,True,0.42327568130552207,0.0,-0.01120039585328262,0.11159417463899313,0.23685194548528052,3,2,155.93304509656554,up,True,,0,119,SZ301169,零点有数,20250806 +103,7520,True,0.7344403499459803,0.0,-0.01120039585328262,0.11159417463899313,0.23192628192500475,3,2,154.93304509656554,up,True,,0,119,SZ301169,零点有数,20250807 +103,7521,True,0.45234673318692487,0.0,-0.01120039585328262,0.11159417463899313,0.22693662088378252,3,2,153.9330450965655,up,True,,0,119,SZ301169,零点有数,20250808 +103,7524,True,0.4764403848992222,0.0,-0.01120039585328262,0.11159417463899313,0.2218817069596657,3,2,152.93304509656554,up,False,,0,119,SZ301169,零点有数,20250811 +103,7525,True,0.6073747780517793,0.0,-0.01120039585328262,0.11159417463899313,0.21676025169925267,3,2,151.9330450965655,up,False,,0,119,SZ301169,零点有数,20250812 +103,7526,True,0.32837520336192066,0.0,0.05630726773185929,0.11159417463899313,0.45415004492867705,3,2,218.0086283683051,up,False,,0,119,SZ301169,零点有数,20250813 +103,7532,True,0.39003397015404384,0.0,0.05630726773185929,0.11159417463899313,0.4439476533852503,3,2,214.0086283683052,up,False,,0,119,SZ301169,零点有数,20250819 +103,7533,True,0.48759355560992024,0.0,0.05630726773185929,0.11159417463899313,0.44133718473487565,3,2,213.0086283683052,up,False,,0,119,SZ301169,零点有数,20250820 +103,7534,True,0.4684037975339131,0.0,0.05630726773185929,0.11159417463899313,0.43870209002403815,3,3,212.00862836830512,up,False,,0,119,SZ301169,零点有数,20250821 +103,7535,True,0.4594145577388616,0.0,0.05630726773185929,0.11159417463899313,0.4360420191334953,3,3,211.00862836830524,up,False,,0,119,SZ301169,零点有数,20250822 +103,7538,True,0.7426365604319725,0.0,0.05630726773185929,0.11159417463899313,0.43335661527533836,3,3,210.00862836830515,up,True,,0,119,SZ301169,零点有数,20250825 +103,7539,True,0.6683043370356488,0.0,0.05630726773185929,0.11159417463899313,0.4306455148334649,3,3,209.00862836830512,up,False,,0,119,SZ301169,零点有数,20250826 +103,7540,True,0.5968513452234092,0.0,0.05630726773185929,0.11159417463899313,0.42790834719944576,3,3,208.00862836830518,up,False,,0,119,SZ301169,零点有数,20250827 +103,7541,True,0.5692656187961626,0.0,0.05630726773185929,0.11159417463899313,0.42514473460363306,3,3,207.00862836830515,up,False,,0,119,SZ301169,零点有数,20250828 +103,7542,True,0.4255150972797703,0.0,0.05630726773185929,0.11159417463899313,0.4223542919413545,3,3,206.0086283683052,up,False,,0,119,SZ301169,零点有数,20250829 +103,7545,True,0.3790061982519932,0.0,0.05630726773185929,0.11159417463899313,0.4195366265940164,3,3,205.00862836830524,up,False,,0,119,SZ301169,零点有数,20250901 +103,7650,True,0.7202299022916597,0.0,-0.13909181331786422,-0.00951061118769116,0.15835903236678137,2,3,141.39045576006154,up,False,,0,119,SZ301169,零点有数,20251215 +103,7651,True,0.6533739990572028,0.0,-0.13909181331786422,-0.00951061118769116,0.15236403104652338,2,3,140.39045576006157,up,False,,0,119,SZ301169,零点有数,20251216 +103,7652,True,0.8096892625757778,0.0,-0.13909181331786422,-0.00951061118769116,0.14628301234024613,2,3,139.3904557600616,up,False,,0,119,SZ301169,零点有数,20251217 +103,7653,True,0.7742428583506815,0.0,-0.13909181331786422,-0.00951061118769116,0.14011411158064513,2,3,138.3904557600616,up,False,,0,119,SZ301169,零点有数,20251218 +103,7654,True,0.7753726060279276,0.0,-0.13909181331786422,-0.00951061118769116,0.13385540981229904,2,3,137.39045576006157,up,False,,0,119,SZ301169,零点有数,20251219 +103,7657,True,0.7810978246412713,0.0,-0.13909181331786422,-0.00951061118769116,0.12750493180149605,2,3,136.3904557600616,up,False,,0,119,SZ301169,零点有数,20251222 +103,7658,True,0.8470348056704985,0.0,-0.13909181331786422,-0.00951061118769116,0.12106064395786287,2,3,135.39045576006157,up,False,,0,119,SZ301169,零点有数,20251223 +103,7659,True,0.8346634087654436,0.0,-0.13909181331786422,-0.00951061118769116,0.11452045216320633,2,3,134.39045576006163,up,False,,0,119,SZ301169,零点有数,20251224 +103,7660,True,0.8148928851813408,0.0,-0.13909181331786422,-0.00951061118769116,0.10788219950268928,2,3,133.3904557600616,up,False,,0,119,SZ301169,零点有数,20251225 +103,7661,True,0.8156890908667752,0.0,-0.13909181331786422,-0.00951061118769116,0.10114366389318762,2,3,132.39045576006157,up,False,,0,119,SZ301169,零点有数,20251226 +103,7664,True,0.8740241518992597,0.0,-0.13909181331786422,-0.00951061118769116,0.09430255560334178,2,3,131.3904557600616,up,False,,0,119,SZ301169,零点有数,20251229 +103,7665,True,0.8253939183299777,0.0,-0.13909181331786422,-0.00951061118769116,0.0873565146594912,2,3,130.39045576006154,up,False,,0,119,SZ301169,零点有数,20251230 +103,7666,True,0.8277852974291048,0.0,-0.13909181331786422,-0.00951061118769116,0.08030310813132453,2,3,129.39045576006157,up,False,,0,119,SZ301169,零点有数,20251231 +103,7671,True,0.8318396464181419,0.0,-0.13909181331786422,-0.00951061118769116,0.07313982729067241,2,3,128.3904557600616,up,False,,0,119,SZ301169,零点有数,20260105 +104,7338,True,0.4947663210020541,0.0,-0.06918417843628888,0.033218059542551574,0.19965008835567835,3,2,148.68496674849894,up,True,,0,119,SZ301225,恒勃股份,20250206 +104,7339,True,0.46395503764568524,0.0,-0.06918417843628888,0.033218059542551574,0.1942307831327755,3,2,147.68496674849885,up,True,,0,119,SZ301225,恒勃股份,20250207 +104,7342,True,0.41846416690068733,0.0,-0.06918417843628888,0.033218059542551574,0.1887375875127447,3,2,146.68496674849888,up,False,,0,119,SZ301225,恒勃股份,20250210 +104,7343,True,0.3618742821604168,0.0,-0.06918417843628888,0.033218059542551574,0.1831689799165487,3,2,145.68496674849888,up,False,,0,119,SZ301225,恒勃股份,20250211 +104,7344,True,0.39377324474867736,0.0,-0.06918417843628888,0.033218059542551574,0.17752339669916223,3,2,144.68496674849888,up,False,,0,119,SZ301225,恒勃股份,20250212 +104,7346,True,0.31167695239285453,0.0,-0.06918417843628888,0.033218059542551574,0.1659948296462567,3,2,142.68496674849888,up,False,,0,119,SZ301225,恒勃股份,20250214 +104,7349,True,0.5683377287118596,0.0,-0.06918417843628888,0.033218059542551574,0.16010849470548477,3,2,141.68496674849882,up,False,,0,119,SZ301225,恒勃股份,20250217 +104,7350,True,0.3773322627474855,0.0,-0.06918417843628888,0.033218059542551574,0.1541384786852518,3,2,140.68496674849888,up,False,,0,119,SZ301225,恒勃股份,20250218 +104,7351,True,0.7839869120805432,0.0,-0.06918417843628888,0.033218059542551574,0.14808298437541884,3,2,139.68496674849888,up,True,,0,119,SZ301225,恒勃股份,20250219 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a/scripts/__pycache__/plot_converging_triangles.cpython-313.pyc b/scripts/__pycache__/plot_converging_triangles.cpython-313.pyc new file mode 100644 index 0000000..8a9fb91 Binary files /dev/null and b/scripts/__pycache__/plot_converging_triangles.cpython-313.pyc differ diff --git a/scripts/__pycache__/report_converging_triangles.cpython-313.pyc b/scripts/__pycache__/report_converging_triangles.cpython-313.pyc new file mode 100644 index 0000000..8d9241b Binary files /dev/null and b/scripts/__pycache__/report_converging_triangles.cpython-313.pyc differ diff --git a/scripts/__pycache__/run_converging_triangle.cpython-313.pyc b/scripts/__pycache__/run_converging_triangle.cpython-313.pyc new file mode 100644 index 0000000..ba21f05 Binary files /dev/null and b/scripts/__pycache__/run_converging_triangle.cpython-313.pyc differ diff --git a/scripts/__pycache__/triangle_config.cpython-313.pyc b/scripts/__pycache__/triangle_config.cpython-313.pyc new file mode 100644 index 0000000..b09d149 Binary files /dev/null and b/scripts/__pycache__/triangle_config.cpython-313.pyc differ diff --git a/scripts/pipeline_converging_triangle.py b/scripts/pipeline_converging_triangle.py new file mode 100644 index 0000000..e0feaf3 --- /dev/null +++ b/scripts/pipeline_converging_triangle.py @@ -0,0 +1,213 @@ +""" +收敛三角形检测流水线 + +一键执行完整的检测、报告生成和图表绘制流程： +1. 运行批量检测 (run_converging_triangle.py) +2. 生成选股报告 (report_converging_triangles.py) +3. 绘制个股图表 (plot_converging_triangles.py) + +用法: + python scripts/pipeline_converging_triangle.py + python scripts/pipeline_converging_triangle.py --date 20260120 +""" + +from __future__ import annotations + +import argparse +import os +import sys +import time +from datetime import datetime + +# 让脚本能找到 src/ 下的模块 +sys.path.append(os.path.join(os.path.dirname(__file__), "..", "src")) + +# 导入三个主要模块 +from run_converging_triangle import main as run_detection +from report_converging_triangles import main as run_report +from plot_converging_triangles import main as run_plot + + +def print_section_header(title: str, step: int) -> None: + """打印流程步骤标题""" + print("\n") + print("=" * 80) + print(f"步骤 {step}: {title}") + print("=" * 80) + print() + + +def print_step_result(success: bool, duration: float) -> None: + """打印步骤执行结果""" + status = "[完成]" if success else "[失败]" + print() + print("-" * 80) + print(f"{status} | 耗时: {duration:.2f} 秒 ({duration/60:.2f} 分钟)") + print("-" * 80) + + +def main() -> None: + parser = argparse.ArgumentParser(description="收敛三角形检测完整流水线") + parser.add_argument( + "--date", + type=int, + default=None, + help="指定日期（YYYYMMDD），用于报告和图表生成（默认为数据最新日）", + ) + parser.add_argument( + "--skip-detection", + action="store_true", + help="跳过批量检测步骤（如果已有检测结果）", + ) + parser.add_argument( + "--skip-report", + action="store_true", + help="跳过报告生成步骤", + ) + parser.add_argument( + "--skip-plot", + action="store_true", + help="跳过图表绘制步骤", + ) + args = parser.parse_args() + + pipeline_start = time.time() + + print("=" * 80) + print("收敛三角形检测流水线") + print("=" * 80) + print(f"开始时间: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}") + if args.date: + print(f"指定日期: {args.date}") + print("=" * 80) + + results = [] + + # ======================================================================== + # 步骤 1: 批量检测 + # ======================================================================== + if not args.skip_detection: + print_section_header("批量检测 - 识别所有收敛三角形形态", 1) + step_start = time.time() + + try: + # 清除命令行参数，避免冲突 + sys.argv = [sys.argv[0]] + run_detection() + success = True + except Exception as e: + print(f"\n❌ 检测失败: {e}") + success = False + + step_duration = time.time() - step_start + print_step_result(success, step_duration) + results.append(("批量检测", success, step_duration)) + + if not success: + print("\n[流水线中断：批量检测失败]") + return + else: + print("\n[跳过批量检测步骤（使用已有结果）]") + results.append(("批量检测", None, 0)) + + # ======================================================================== + # 步骤 2: 生成报告 + # ======================================================================== + if not args.skip_report: + print_section_header("生成报告 - 当日选股简报", 2) + step_start = time.time() + + try: + # 设置命令行参数 + if args.date: + sys.argv = [sys.argv[0], "--report-date", str(args.date)] + else: + sys.argv = [sys.argv[0]] + + run_report() + success = True + except Exception as e: + print(f"\n❌ 报告生成失败: {e}") + success = False + + step_duration = time.time() - step_start + print_step_result(success, step_duration) + results.append(("生成报告", success, step_duration)) + + if not success: + print("\n[报告生成失败，但继续执行图表绘制]") + else: + print("\n[跳过报告生成步骤]") + results.append(("生成报告", None, 0)) + + # ======================================================================== + # 步骤 3: 绘制图表 + # ======================================================================== + if not args.skip_plot: + print_section_header("绘制图表 - 个股收敛三角形可视化", 3) + step_start = time.time() + + try: + # 设置命令行参数 + if args.date: + sys.argv = [sys.argv[0], "--date", str(args.date)] + else: + sys.argv = [sys.argv[0]] + + run_plot() + success = True + except Exception as e: + print(f"\n❌ 图表绘制失败: {e}") + success = False + + step_duration = time.time() - step_start + print_step_result(success, step_duration) + results.append(("绘制图表", success, step_duration)) + else: + print("\n[跳过图表绘制步骤]") + results.append(("绘制图表", None, 0)) + + # ======================================================================== + # 流水线总结 + # ======================================================================== + pipeline_duration = time.time() - pipeline_start + + print("\n") + print("=" * 80) + print("流水线执行总结") + print("=" * 80) + + for step_name, success, duration in results: + if success is None: + status = "[跳过]" + time_str = "-" + elif success: + status = "[成功]" + time_str = f"{duration:.2f}s" + else: + status = "[失败]" + time_str = f"{duration:.2f}s" + + print(f"{step_name:12} | {status:8} | {time_str:>10}") + + print("-" * 80) + print(f"总耗时: {pipeline_duration:.2f} 秒 ({pipeline_duration/60:.2f} 分钟)") + print(f"结束时间: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}") + + # 检查是否所有步骤都成功 + all_success = all(s is None or s for _, s, _ in results) + + if all_success: + print("\n[流水线执行完成]") + print("\n输出文件:") + print(" - outputs/converging_triangles/all_results.csv") + print(" - outputs/converging_triangles/report.md") + print(" - outputs/converging_triangles/charts/*.png") + else: + print("\n[流水线部分失败，请检查上述错误信息]") + + print("=" * 80) + + +if __name__ == "__main__": + main() diff --git a/scripts/plot_converging_triangles.py b/scripts/plot_converging_triangles.py index 599e8c5..e8df7a9 100644 --- a/scripts/plot_converging_triangles.py +++ b/scripts/plot_converging_triangles.py @@ -28,9 +28,14 @@ sys.path.append(os.path.join(os.path.dirname(__file__), "..", "src")) from converging_triangle import ( ConvergingTriangleParams, detect_converging_triangle, + fit_pivot_line, line_y, + pivots_fractal, ) +# 导入统一的参数配置 +from triangle_config import DETECTION_PARAMS, DISPLAY_WINDOW + class FakeModule: """空壳模块，绕过 model 依赖""" @@ -168,23 +173,38 @@ def plot_triangle( # 计算三角形在显示窗口中的位置偏移 triangle_offset = len(display_close) - len(close_win) - # 三角形的上下沿线（相对于检测窗口） - a_u, a_l = result.upper_slope, result.lower_slope - start = result.window_start - end = result.window_end + # 获取检测窗口的起止索引（相对于检测窗口内部） + n = len(close_win) + x_win = np.arange(n, dtype=float) - # 计算截距（基于检测窗口） - upper_end_val = high_win[end] - lower_end_val = low_win[end] - b_u = upper_end_val - a_u * end - b_l = lower_end_val - a_l * end + # 计算枢轴点（与检测算法一致） + ph_idx, pl_idx = pivots_fractal(high_win, low_win, k=params.pivot_k) - # 三角形线段在显示窗口中的X坐标 - xw_in_display = np.arange(start + triangle_offset, end + triangle_offset + 1, dtype=float) - # 但计算Y值时仍使用原始检测窗口的X坐标 - xw_original = np.arange(start, end + 1, dtype=float) - upper_line = line_y(a_u, b_u, xw_original) - lower_line = line_y(a_l, b_l, xw_original) + # 使用枢轴点连线法拟合边界线（与检测算法一致） + a_u, b_u, selected_ph = fit_pivot_line( + pivot_indices=ph_idx, + pivot_values=high_win[ph_idx], + mode="upper", + ) + a_l, b_l, selected_pl = fit_pivot_line( + pivot_indices=pl_idx, + pivot_values=low_win[pl_idx], + mode="lower", + ) + + # 三角形线段在显示窗口中的X坐标（只画检测窗口范围） + xw_in_display = np.arange(triangle_offset, triangle_offset + n, dtype=float) + # 计算Y值使用检测窗口内部的X坐标 + upper_line = line_y(a_u, b_u, x_win) + lower_line = line_y(a_l, b_l, x_win) + + # 获取选中的枢轴点在显示窗口中的位置（用于标注） + ph_display_idx = ph_idx + triangle_offset + pl_display_idx = pl_idx + triangle_offset + selected_ph_pos = ph_idx[selected_ph] if len(selected_ph) > 0 else np.array([], dtype=int) + selected_pl_pos = pl_idx[selected_pl] if len(selected_pl) > 0 else np.array([], dtype=int) + selected_ph_display = selected_ph_pos + triangle_offset + selected_pl_display = selected_pl_pos + triangle_offset # 三角形检测窗口的日期范围（用于标题） detect_dates = dates[valid_indices[detect_start:valid_end + 1]] @@ -199,6 +219,32 @@ def plot_triangle( ax1.plot(xw_in_display, lower_line, linewidth=2, label='下沿', color='green', linestyle='--') ax1.axvline(len(display_close) - 1, color='gray', linestyle=':', linewidth=1, alpha=0.5) + # 标注选中的枢轴点（用于连线的关键点） + if len(selected_ph_display) >= 2: + ax1.scatter( + selected_ph_display, + high_win[selected_ph_pos], + marker='o', + s=90, + facecolors='none', + edgecolors='red', + linewidths=1.5, + zorder=5, + label='上沿枢轴点', + ) + if len(selected_pl_display) >= 2: + ax1.scatter( + selected_pl_display, + low_win[selected_pl_pos], + marker='o', + s=90, + facecolors='none', + edgecolors='green', + linewidths=1.5, + zorder=5, + label='下沿枢轴点', + ) + ax1.set_title( f"{stock_code} {stock_name} - 收敛三角形 (检测窗口: {detect_dates[0]} ~ {detect_dates[-1]})\n" f"显示范围: {display_dates[0]} ~ {display_dates[-1]} ({len(display_dates)}个交易日) " @@ -296,22 +342,8 @@ def main() -> None: os.remove(os.path.join(args.output_dir, f)) print(f" 已删除 {len(old_files)} 个旧图片") - # 5. 检测参数（与 run_converging_triangle.py 保持一致） - params = ConvergingTriangleParams( - window=120, - pivot_k=15, - boundary_n_segments=2, - boundary_source="full", - upper_slope_max=0.10, - lower_slope_min=-0.10, - touch_tol=0.10, - touch_loss_max=0.10, - shrink_ratio=0.8, - break_tol=0.001, - vol_window=20, - vol_k=1.3, - false_break_m=5, - ) + # 5. 检测参数（从统一配置导入） + params = DETECTION_PARAMS # 6. 找到target_date在dates中的索引 date_idx = np.where(dates == target_date)[0] @@ -343,7 +375,7 @@ def main() -> None: dates=dates, params=params, output_path=output_path, - display_window=500, # 显示500个交易日 + display_window=DISPLAY_WINDOW, # 从配置文件读取 ) except Exception as e: print(f" [错误] {stock_code} {stock_name}: {e}") diff --git a/scripts/report_converging_triangles.py b/scripts/report_converging_triangles.py index 5ae7b00..f52def0 100644 --- a/scripts/report_converging_triangles.py +++ b/scripts/report_converging_triangles.py @@ -23,9 +23,16 @@ from __future__ import annotations import argparse import csv import os +import sys from datetime import datetime from typing import Any, Dict, List, Optional +# 让脚本能找到 src/ 下的模块 +sys.path.append(os.path.join(os.path.dirname(__file__), "..", "src")) + +# 导入统一的参数配置 +from triangle_config import DETECTION_PARAMS + def parse_bool(value: str) -> Optional[bool]: if value is None or value == "": @@ -198,7 +205,7 @@ def build_report( lines.append("## 数据说明") lines.append("") lines.append("- **股票池**：108 只个股（从万得全A按顺序索引，等距50取样）") - lines.append("- **检测窗口**：400 个交易日") + lines.append(f"- **检测窗口**：{DETECTION_PARAMS.window} 个交易日") lines.append("- **检测算法**：收敛三角形形态识别（基于枢轴点、趋势线拟合与收敛度判定）") lines.append("") lines.append(f"## {target_date} 当日统计") diff --git a/scripts/run_converging_triangle.py b/scripts/run_converging_triangle.py index 6ed03b6..48e49c0 100644 --- a/scripts/run_converging_triangle.py +++ b/scripts/run_converging_triangle.py @@ -26,31 +26,14 @@ from converging_triangle import ( # --- 数据源 --- DATA_DIR = os.path.join(os.path.dirname(__file__), "..", "data") -# --- 检测参数 --- -PARAMS = ConvergingTriangleParams( - window=120, - pivot_k=15, - boundary_n_segments=2, - boundary_source="full", - upper_slope_max=0.10, - lower_slope_min=-0.10, - touch_tol=0.10, - touch_loss_max=0.10, - shrink_ratio=0.8, - break_tol=0.001, - vol_window=20, - vol_k=1.3, - false_break_m=5, +# --- 导入统一的参数配置 --- +from triangle_config import ( + DETECTION_PARAMS as PARAMS, + RECENT_DAYS, + ONLY_VALID, + VERBOSE, ) -# --- 计算范围 --- -# 设为 None 表示计算全部历史；设为具体数字可以只算最近 N 天 -RECENT_DAYS = 500 # 默认只算最近 500 天，避免计算时间过长 - -# --- 输出控制 --- -ONLY_VALID = True # True: 只输出识别到三角形的记录; False: 输出所有记录 -VERBOSE = True - # ============================================================================ # pkl 数据加载 diff --git a/scripts/triangle_config.py b/scripts/triangle_config.py new file mode 100644 index 0000000..ab6baf3 --- /dev/null +++ b/scripts/triangle_config.py @@ -0,0 +1,166 @@ +""" +收敛三角形检测参数配置 + +所有相关脚本共享此配置，确保参数一致性： +- run_converging_triangle.py (批量检测) +- report_converging_triangles.py (报告生成) +- plot_converging_triangles.py (图表绘制) +""" + +import os +import sys + +# 让脚本能找到 src/ 下的模块 +sys.path.append(os.path.join(os.path.dirname(__file__), "..", "src")) + +from converging_triangle import ConvergingTriangleParams + + +# ============================================================================ +# 核心检测参数 +# ============================================================================ + +# 严格模式：更严格的收敛和突破要求（当前激活） +DETECTION_PARAMS = ConvergingTriangleParams( + # 基础窗口 + window=120, # 检测窗口大小（交易日） + pivot_k=15, # 枢轴点检测周期 + + # 边界拟合 + boundary_n_segments=2, # 边界线分段数 + boundary_source="full", # 边界拟合数据源: "full"(全部) 或 "pivot"(仅枢轴点) + + # 斜率约束 + upper_slope_max=0.10, # 上沿最大斜率（正值，向上倾斜） + lower_slope_min=-0.10, # 下沿最小斜率（负值，向下倾斜） + + # 触碰检测 + touch_tol=0.10, # 触碰容差（10%以内算触碰） + touch_loss_max=0.10, # 平均触碰误差上限 + + # 收敛度要求 + shrink_ratio=0.6, # 🔧 更严格：末端≤60%起始宽度 + + # 突破检测 + break_tol=0.005, # 🔧 更明显的突破（0.5%） + + # 成交量确认 + vol_window=20, # 成交量移动窗口 + vol_k=1.5, # 🔧 更强的放量要求 + + # 假突破过滤 + false_break_m=5, # 假突破回看天数 +) + +# 默认模式（备用） +DEFAULT_PARAMS = ConvergingTriangleParams( + window=120, + pivot_k=15, + boundary_n_segments=2, + boundary_source="full", + upper_slope_max=0.10, + lower_slope_min=-0.10, + touch_tol=0.10, + touch_loss_max=0.10, + shrink_ratio=0.8, + break_tol=0.001, + vol_window=20, + vol_k=1.3, + false_break_m=5, +) + + +# ============================================================================ +# 数据范围配置 +# ============================================================================ + +# 计算范围：None = 全部历史，具体数字 = 最近N天 +RECENT_DAYS = 500 + +# 显示范围：图表中显示的交易日数 +DISPLAY_WINDOW = 500 + + +# ============================================================================ +# 输出控制 +# ============================================================================ + +# 是否只输出有效三角形 +ONLY_VALID = True + +# 是否显示详细日志 +VERBOSE = True + +# ============================================================================ +# 推荐参数预设（备选方案） +# ============================================================================ + +# 宽松模式：捕获更多潜在形态 +LOOSE_PARAMS = ConvergingTriangleParams( + window=120, + pivot_k=15, + boundary_n_segments=2, + boundary_source="full", + upper_slope_max=0.15, # 允许更陡峭的斜率 + lower_slope_min=-0.15, + touch_tol=0.12, + touch_loss_max=0.12, + shrink_ratio=0.85, # 更宽松的收敛要求 + break_tol=0.001, + vol_window=20, + vol_k=1.2, + false_break_m=5, +) + + +# ============================================================================ +# 使用说明 +# ============================================================================ + +def get_params(mode: str = "strict") -> ConvergingTriangleParams: + """ + 获取检测参数 + + Args: + mode: 参数模式，可选值： + - "strict": 严格模式（当前默认，推荐） + - "default": 默认参数 + - "loose": 宽松模式 + + Returns: + ConvergingTriangleParams 实例 + """ + if mode == "default": + return DEFAULT_PARAMS + elif mode == "loose": + return LOOSE_PARAMS + else: + return DETECTION_PARAMS # strict + + +if __name__ == "__main__": + print("=" * 70) + print("收敛三角形检测参数配置") + print("=" * 70) + print("\n[当前激活: 严格模式]") + print(f" 检测窗口: {DETECTION_PARAMS.window} 个交易日") + print(f" 收敛比例: ≤ {DETECTION_PARAMS.shrink_ratio} (末端宽度/起始宽度)") + print(f" 突破阈值: {DETECTION_PARAMS.break_tol * 100:.2f}%") + print(f" 放量倍数: ≥ {DETECTION_PARAMS.vol_k}x") + + print("\n[数据范围]") + print(f" 计算范围: 最近 {RECENT_DAYS} 个交易日") + print(f" 图表显示: {DISPLAY_WINDOW} 个交易日") + + print("\n[可选模式]") + print(" - strict: 严格模式（当前使用，高质量）") + print(" - default: 默认参数（较宽松）") + print(" - loose: 宽松模式（更多候选）") + + print("\n[关键差异]") + print(" 参数 | 严格模式 | 默认模式 | 宽松模式") + print(" ------------|---------|---------|----------") + print(" 收敛比例 | ≤0.6 | ≤0.8 | ≤0.85") + print(" 突破阈值 | 0.5% | 0.1% | 0.1%") + print(" 放量倍数 | ≥1.5x | ≥1.3x | ≥1.2x") + print("=" * 70) diff --git a/src/__pycache__/converging_triangle.cpython-313.pyc b/src/__pycache__/converging_triangle.cpython-313.pyc index 1b5b638..7d8787a 100644 Binary files a/src/__pycache__/converging_triangle.cpython-313.pyc and b/src/__pycache__/converging_triangle.cpython-313.pyc differ diff --git a/src/converging_triangle.py b/src/converging_triangle.py index 0e561d8..aee3537 100644 --- a/src/converging_triangle.py +++ b/src/converging_triangle.py @@ -173,6 +173,118 @@ def line_y(a: float, b: float, x: np.ndarray) -> np.ndarray: return a * x + b +def fit_pivot_line( + pivot_indices: np.ndarray, + pivot_values: np.ndarray, + mode: str = "upper", + min_points: int = 2, +) -> Tuple[float, float, np.ndarray]: + """ + 枢轴点连线法：选择合适的枢轴点连成边界线 + + 上沿(upper)：选择形成下降趋势的高点对 + 下沿(lower)：选择形成上升趋势的低点对 + + Args: + pivot_indices: 枢轴点的X坐标（索引） + pivot_values: 枢轴点的Y值（价格） + mode: "upper"(上沿) 或 "lower"(下沿) + min_points: 最少需要的枢轴点数 + + Returns: + (slope, intercept, selected_indices): 斜率、截距、选中的枢轴点索引 + """ + if len(pivot_indices) < min_points: + return 0.0, 0.0, np.array([]) + + # 按时间排序 + sort_idx = np.argsort(pivot_indices) + x_sorted = pivot_indices[sort_idx].astype(float) + y_sorted = pivot_values[sort_idx] + + n = len(x_sorted) + + if mode == "upper": + # 上沿：寻找形成下降趋势的高点对 + # 策略：选择前半部分最高点和后半部分最高点 + mid = n // 2 + if mid < 1: + mid = 1 + + # 前半部分（包括中点）的最高点 + front_idx = np.argmax(y_sorted[:mid + 1]) + # 后半部分的最高点 + back_idx = mid + np.argmax(y_sorted[mid:]) + + # 如果后点比前点高，尝试找其他组合 + if y_sorted[back_idx] > y_sorted[front_idx]: + # 尝试用全局最高点作为前点 + global_max_idx = np.argmax(y_sorted) + if global_max_idx < n - 1: + # 在最高点之后找第二高的点 + remaining_idx = np.argmax(y_sorted[global_max_idx + 1:]) + global_max_idx + 1 + front_idx = global_max_idx + back_idx = remaining_idx + else: + # 最高点在最后，找前面第二高的点 + front_idx = np.argmax(y_sorted[:-1]) + back_idx = global_max_idx + + selected = np.array([front_idx, back_idx]) + + else: # mode == "lower" + # 下沿：寻找形成上升趋势的低点对 + # 策略：选择前半部分最低点和后半部分最低点 + mid = n // 2 + if mid < 1: + mid = 1 + + # 前半部分（包括中点）的最低点 + front_idx = np.argmin(y_sorted[:mid + 1]) + # 后半部分的最低点 + back_idx = mid + np.argmin(y_sorted[mid:]) + + # 如果后点比前点低，尝试找其他组合 + if y_sorted[back_idx] < y_sorted[front_idx]: + # 尝试用全局最低点作为前点 + global_min_idx = np.argmin(y_sorted) + if global_min_idx < n - 1: + # 在最低点之后找第二低的点 + remaining_idx = np.argmin(y_sorted[global_min_idx + 1:]) + global_min_idx + 1 + front_idx = global_min_idx + back_idx = remaining_idx + else: + # 最低点在最后，找前面第二低的点 + front_idx = np.argmin(y_sorted[:-1]) + back_idx = global_min_idx + + selected = np.array([front_idx, back_idx]) + + # 确保选择的两个点不同 + if front_idx == back_idx: + # 如果只有一个点，尝试用第一个和最后一个 + if n >= 2: + selected = np.array([0, n - 1]) + else: + return 0.0, float(y_sorted[0]), np.array([sort_idx[0]]) + + # 计算斜率和截距 + x1, x2 = x_sorted[selected[0]], x_sorted[selected[1]] + y1, y2 = y_sorted[selected[0]], y_sorted[selected[1]] + + if abs(x2 - x1) < 1e-9: + slope = 0.0 + intercept = (y1 + y2) / 2 + else: + slope = (y2 - y1) / (x2 - x1) + intercept = y1 - slope * x1 + + # 返回原始索引顺序中的选中点 + selected_original = sort_idx[selected] + + return float(slope), float(intercept), selected_original + + # ============================================================================ # 突破强度计算 # ============================================================================ @@ -187,30 +299,77 @@ def calc_breakout_strength( """ 计算向上/向下突破强度 (0~1) - 综合考虑: - - 价格突破幅度 (close 相对于上/下沿的距离) - - 成交量放大倍数 - - 收敛程度 (width_ratio 越小越强) + 使用加权求和，各分量权重： + - 突破幅度分 (60%): tanh 非线性归一化，3%突破≈0.42，5%突破≈0.64，10%突破≈0.91 + - 收敛分 (25%): 1 - width_ratio，收敛越强分数越高 + - 成交量分 (15%): 放量程度，2倍放量=满分 + + 突破幅度分布参考（使用 tanh(pct * 15)）： + - 1% 突破 → 0.15 + - 2% 突破 → 0.29 + - 3% 突破 → 0.42 + - 5% 突破 → 0.64 + - 8% 突破 → 0.83 + - 10% 突破 → 0.91 + + Args: + close: 收盘价 + upper_line: 上沿价格 + lower_line: 下沿价格 + volume_ratio: 成交量相对均值的倍数 + width_ratio: 末端宽度/起始宽度 Returns: (strength_up, strength_down) """ - # 价格突破分数 - price_up = max(0, (close - upper_line) / upper_line) if upper_line > 0 else 0 - price_down = max(0, (lower_line - close) / lower_line) if lower_line > 0 else 0 + import math - # 收敛加成 (越收敛, 突破越有效) - convergence_bonus = max(0, 1 - width_ratio) + # 权重配置 + W_PRICE = 0.60 # 突破幅度权重 + W_CONVERGENCE = 0.25 # 收敛度权重 + W_VOLUME = 0.15 # 成交量权重 + TANH_SCALE = 15.0 # tanh 缩放因子 - # 成交量加成 (放量2倍=满分) - vol_bonus = min(1, max(0, volume_ratio - 1)) if volume_ratio > 0 else 0 + # 1. 价格突破分数（tanh 非线性归一化） + if upper_line > 0: + pct_up = max(0.0, (close - upper_line) / upper_line) + price_score_up = math.tanh(pct_up * TANH_SCALE) + else: + price_score_up = 0.0 - # 加权合成 - # 基础分数 * 收敛加成 * 成交量加成 - strength_up = min(1.0, price_up * 5 * (1 + convergence_bonus * 0.5) * (1 + vol_bonus * 0.5)) - strength_down = min(1.0, price_down * 5 * (1 + convergence_bonus * 0.5) * (1 + vol_bonus * 0.5)) + if lower_line > 0: + pct_down = max(0.0, (lower_line - close) / lower_line) + price_score_down = math.tanh(pct_down * TANH_SCALE) + else: + price_score_down = 0.0 - return strength_up, strength_down + # 2. 收敛分数（width_ratio 越小越好） + convergence_score = max(0.0, min(1.0, 1.0 - width_ratio)) + + # 3. 成交量分数（vol_ratio > 1 时才有分） + vol_score = min(1.0, max(0.0, volume_ratio - 1.0)) if volume_ratio > 0 else 0.0 + + # 4. 加权求和 + # 只有发生突破（price_score > 0）时才计算完整强度 + if price_score_up > 0: + strength_up = ( + W_PRICE * price_score_up + + W_CONVERGENCE * convergence_score + + W_VOLUME * vol_score + ) + else: + strength_up = 0.0 + + if price_score_down > 0: + strength_down = ( + W_PRICE * price_score_down + + W_CONVERGENCE * convergence_score + + W_VOLUME * vol_score + ) + else: + strength_down = 0.0 + + return min(1.0, strength_up), min(1.0, strength_down) # ============================================================================ @@ -269,20 +428,23 @@ def detect_converging_triangle( if len(ph_in) < 2 or len(pl_in) < 2: return invalid_result - # 拟合边界线 - if params.boundary_source == "full": - x_upper = x_all[start : end + 1] - y_upper = high[start : end + 1] - x_lower = x_all[start : end + 1] - y_lower = low[start : end + 1] - else: - x_upper = x_all[ph_in] - y_upper = high[ph_in] - x_lower = x_all[pl_in] - y_lower = low[pl_in] + # 使用枢轴点连线法拟合边界线 + # 上沿：连接高点枢轴点，形成下降趋势 + a_u, b_u, selected_ph = fit_pivot_line( + pivot_indices=ph_in, + pivot_values=high[ph_in], + mode="upper", + ) - a_u, b_u = fit_boundary_line(x_upper, y_upper, mode="upper", n_segments=params.boundary_n_segments) - a_l, b_l = fit_boundary_line(x_lower, y_lower, mode="lower", n_segments=params.boundary_n_segments) + # 下沿：连接低点枢轴点，形成上升趋势 + a_l, b_l, selected_pl = fit_pivot_line( + pivot_indices=pl_in, + pivot_values=low[pl_in], + mode="lower", + ) + + if len(selected_ph) < 2 or len(selected_pl) < 2: + return invalid_result # 斜率检查 if not (a_u <= params.upper_slope_max and a_l >= params.lower_slope_min): @@ -304,21 +466,30 @@ def detect_converging_triangle( if width_ratio > params.shrink_ratio: return invalid_result - # 触碰程度检查 - ph_dist = np.abs(high[ph_in] - line_y(a_u, b_u, x_all[ph_in])) / np.maximum( - line_y(a_u, b_u, x_all[ph_in]), 1e-9 - ) - pl_dist = np.abs(low[pl_in] - line_y(a_l, b_l, x_all[pl_in])) / np.maximum( - line_y(a_l, b_l, x_all[pl_in]), 1e-9 - ) + # 触碰检测（枢轴点连线法） + # 上沿：检查高点是否在上沿线下方或接近（不能大幅超过） + upper_line_at_ph = line_y(a_u, b_u, x_all[ph_in].astype(float)) + ph_deviation = (high[ph_in] - upper_line_at_ph) / np.maximum(upper_line_at_ph, 1e-9) + # 触碰 = 高点接近上沿线（在容差范围内） + touches_upper = int((np.abs(ph_deviation) <= params.touch_tol).sum()) + # 违规 = 高点大幅超过上沿线 + violations_upper = int((ph_deviation > params.touch_tol).sum()) - touches_upper = int((ph_dist <= params.touch_tol).sum()) - touches_lower = int((pl_dist <= params.touch_tol).sum()) + # 下沿：检查低点是否在下沿线上方或接近（不能大幅低于） + lower_line_at_pl = line_y(a_l, b_l, x_all[pl_in].astype(float)) + pl_deviation = (lower_line_at_pl - low[pl_in]) / np.maximum(lower_line_at_pl, 1e-9) + # 触碰 = 低点接近下沿线（在容差范围内） + touches_lower = int((np.abs(pl_deviation) <= params.touch_tol).sum()) + # 违规 = 低点大幅低于下沿线 + violations_lower = int((pl_deviation > params.touch_tol).sum()) - loss_upper = float(np.mean(ph_dist)) if len(ph_dist) else float("inf") - loss_lower = float(np.mean(pl_dist)) if len(pl_dist) else float("inf") + # 验证：违规点不能太多（允许少量异常） + max_violations = max(1, len(ph_in) // 3) # 最多1/3的点可以违规 + if violations_upper > max_violations or violations_lower > max_violations: + return invalid_result - if loss_upper > params.touch_loss_max or loss_lower > params.touch_loss_max: + # 确保至少有2个触碰点（包括选中的枢轴点） + if touches_upper < 2 or touches_lower < 2: return invalid_result # Apex 计算