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category-filtering-and-difficulty-analysis

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对Excel数据进行自定义分类统计、交叉分析与可视化，并基于多维度指标（如文本长度、术语密度、正则匹配等）进行综合评分与分级，适用于多类别数据分布统计及文本内容难度/质量评估场景。

skills/sn-da-excel-workflow/capability/excel-data-filtering/category-filtering/SKILL.md

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Network or broad shell
Last checked
Nov 9, 2026

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6,063
Repository last updated
Nov 3, 2026
License
MIT

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## Skill Steps

### Step1 加载数据与环境配置
```python
import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
import re

# 配置中文字体，确保图表正常显示
plt.rcParams['font.sans-serif'] = ['SimHei', 'DejaVu Sans', 'WenQuanYi Zen Hei']
plt.rcParams['axes.unicode_minus'] = False

def load_excel_data(file_path: str, skip_rows: int = 2):
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