CSV Validator & Cleaner / CSV验证与清洗器

Validate CSV schemas, detect encoding issues, and clean messy data with rules. / 验证CSV结构，检测编码问题，按规则清洗杂乱数据。

Validate CSV schemas, detect encoding issues, and clean messy data with rules. / 验证CSV结构，检测编码问题，按规则清洗杂乱数据。

🦁 由 KingAI.Work 出品 — 智能进化｜[e-mail]

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Overview / 概览

• Validate CSV schema with custom column types and constraints / 支持自定义列类型与约束规则，一键验证CSV结构完整性，杜绝数据格式错乱 • Auto-detect and fix common encoding issues like UTF-8 BOM / 自动识别并修复UTF-8 BOM等编码问题，告别乱码烦恼 • Remove duplicate rows with fuzzy matching threshold / 智能模糊去重，可调节匹配阈值，精准过滤重复数据 • Apply regex-based cleaning rules to standardize text fields / 支持正则规则批量清洗文本字段，让杂乱数据瞬间规范统一 • Preview changes before applying them with inline diff view (Pro) / 应用前预览变更效果，内联差异对比一目了然（Pro专属） • Batch process multiple CSV files with saved rule templates (Pro) / 批量处理多个CSV文件，一键套用已保存的清洗规则模板（Pro专属）

How It Works / 原理

bash

# Step 1 — check environment
which bash curl && echo "Ready"

# Step 2 — run the tool
csv-validator-cleaner --validate --encoding utf-8 --remove-duplicates data.csv Validates schema, sets encoding to UTF-8, and removes exact duplicate rows in one pass. / 验证结构、设定UTF-8编码并去除完全重复行，一次命令全部搞定。 

# Step 3 — review output
echo "Done — check the generated output"

Example Scenarios / 示例场景

• Marketing team has inconsistent customer lists with mixed name formats and duplicate entries / 市场团队收到格式不一的客户名单，姓名大小写混乱、重复记录频发，用规则一键标准化并去重 • Data analyst receives CSV with garbled text due to wrong encoding / 数据分析师打开CSV发现乱码，自动检测并修正编码，数据立刻恢复可读 • E-commerce company needs to merge product feeds from multiple suppliers with different column names / 电商团队合并多供应商产品表时字段名不一致，通过schema验证自动映射清洗

Plans / 版本

Capability	Free	Pro
Basics / 基础	✅	✅
Automation / 自动化	—	✅
AI / AI 功能	—	✅
Support	Community	Priority

• Apply custom cleaning rule sets and save them as reusable templates 保存自定义清洗规则集为可复用模板，重复任务一键执行 • Preview every change with inline diff before committing 内联差异预览功能，提交前确认每处修改，杜绝误操作 • Process unlimited files in batch with zero waiting time 无限批量处理文件，无需排队等待，大幅提升工作效率\n\n

KingAI.Work — 智能进化｜[e-mail]