Tidyset: Data Cleaning

Tidyset: Data Cleaning

效率

创作者
Luke Mclaughlin

Tidyset是一款本地运行的私有数据清洗工作空间,专为将CSV、TSV、Excel和JSON等不一致文件转化为可靠数据集而设计。它提供可审查的建议修复功能,自动检测并处理空白字符、大小写不一致、近重复标签及缺失值等问题,用户可逐一审核并选择性应用。内置专业转换工具支持文本修剪、正则替换、缺失值填充、行列重塑、公式计算及聚类分类等功能。所有操作均在本地完成,确保数据安全与流程的可审计性,助力高效构建高质量数据集。

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Tidyset: Data Cleaning 产品截图 1Tidyset: Data Cleaning 产品截图 2Tidyset: Data Cleaning 产品截图 3

Tidyset is a private data-cleaning workspace for turning inconsistent CSV, TSV, Excel, and JSON files into dependable datasets. It combines approachable suggested fixes with professional transformation tools—and runs locally on your device.

START WITH REVIEWABLE SUGGESTIONS

Tidyset examines the loaded table and proposes deterministic fixes for common problems such as stray whitespace, inconsistent capitalization, near-duplicate labels, and missing values. Review each suggestion, apply only what you want, and see the result directly in the table.

CLEAN AND TRANSFORM

• Trim, normalize case, and standardize text
• Find and replace with plain text or regular expressions
• Fill missing values with practical strategies
• Split and extract values into useful structures
• Filter rows and reshape working data
• Change column names and types
• Build formulas for derived values
• Cluster similar values and resolve inconsistent categories
• Detect and handle duplicate records

REUSABLE, AUDITABLE RECIPES

Every cleaning action becomes a visible, reversible recipe step. Save a recipe and apply the same process to next week’s export, next month’s report, or another file with the same structure. This makes repeat work faster and decisions easier to explain.

FOR EVERYDAY USERS

Fix contact lists, survey exports, inventories, event registrations, personal budgets, and spreadsheets assembled from multiple sources. Tidyset helps you get a clean result without learning a programming language.

FOR PROFESSIONALS

Prepare imports, standardize reporting extracts, reconcile inconsistent categories, create repeatable QA steps, and document transformations for colleagues or clients. Tidyset is useful for analysts, operations teams, researchers, consultants, marketers, finance teams, and developers.

PRIVATE BY DESIGN

Your datasets and recipes stay on your device. Tidyset does not upload file contents, require a cloud account, or collect analytics. Open a file, clean it locally, and ex…

版本

1.1

Introducing Pro — an optional subscription (annual or monthly, both with a 7-day free trial) that unlocks premium features. Everything you already use stays free, and nothing is ever deleted. Also includes bug fixes and performance improvements.

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