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numeric-extraction-and-distribution-analysis

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从带单位的字符串列中提取数值并清洗，生成包含直方图、饼图、条形图和累积分布图的多维度综合分布可视化图表，用于展示数据的集中趋势与分布特征。

skills/sn-da-excel-workflow/capability/excel-conditional-formatting/data-bar-formatting/SKILL.md

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Nov 3, 2026
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# Numeric_Extraction_and_Distribution_Analysis

## Skill Steps

Step1 从原始数据中提取目标列，清理无效和空值数据，并安全地将带单位的字符串转换为数值类型
```python
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt

# 配置中英文字体，避免图表乱码
plt.rcParams['font.sans-serif'] = ['SimHei', 'DejaVu Sans']
plt.rcParams['axes.unicode_minus'] = False
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