# Awesome CSV [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

**A carefully curated list of CSV-related tools and resources**

[CSV](https://en.wikipedia.org/wiki/Comma-separated_values) remains the most futuristic data format from the distant past.

XML has risen and fallen. JSON is just a flash in the pan. YAML is a poisoned chalice. **CSV will outlast them all.**

When the final cockroach breathes her last breath, her dying act will be to scratch her date of death in a CSV file for posterity.


## Contents

- [Tools](#tools)
  - [Repair or Validate CSV](#repair-or-validate-csv)
  - [Treat CSV as SQL](#treat-csv-as-sql)
  - [Convert to or from CSV](#convert-to-or-from-csv)
  - [CSV <-> JSON](#csv---json)
- [Essays](#essays)
- [Data](#data)
- [Conferences](#conferences)
- [Standards](#standards)
- [META: Other similar lists](#meta-other-similar-lists)
- [Code of Conduct](#code-of-conduct)
- [Funtribute](#funtribute)
- [Footnotes](#footnotes)



Here are some awesome tools for dealing with CSV:

## Tools

- [NimbleText/Live](https://NimbleText.com/Live) - Use patterns to manipulate CSV; the world's simplest code generator *.
- [PapaParse](https://www.papaparse.com) - A powerful in-browser CSV parser.
- [d3-dsv](https://github.com/d3/d3-dsv) - d3.js parser and formatter module for delimiter-separated values.
- [CSVKit](https://csvkit.readthedocs.io/) - CSV utilities that includes csvsql / csvgrep / csvstat and more.
- [QSV](https://github.com/dathere/qsv) - A fast CSV command-line toolkit written in Rust, (an update to xsv).
- [sed (gnu tool)](https://www.gnu.org/software/sed/manual/sed.html) - Stream editor.
- [gawk (gnu tool)](https://www.gnu.org/software/gawk/manual/gawk.html) - Text processing and data extraction using [awk](http://pubs.opengroup.org/onlinepubs/009695399/utilities/awk.html).
- [awk by example](https://github.com/learnbyexample/Command-line-text-processing/blob/master/gnu_awk.md#default-field-separation) - Comprehensive examples of using awk.
- [Miller](http://johnkerl.org/miller/doc/) - Like sed / awk / cut / join / sort etc for name-indexed data such as CSV.
- [ParaText](https://github.com/wiseio/paratext) - CSV parsing at 2.5 GB per second.
- [CSVGet](http://github.com/fizx/csvget/tree/master) - Get structured data from sites as CSV.
- [CSVfix](https://code.google.com/p/csvfix/) - A tool for manipulating CSV data.
- [Tad](https://www.tadviewer.com) - A fast free cross-platform CSV viewer.
- [Nvd3-tags](http://blog.tryolabs.com/2015/02/27/nvd3-tags-a-tiny-library-for-making-charts-from-csv-data/) - A tiny library for making charts from csv data.
- [Powershell: Import-CSV](https://docs.microsoft.com/en-us/powershell/module/microsoft.powershell.utility/import-csv) - Powerful in-built facility for dealing with CSV ([example](https://gist.github.com/dfinke/786ba9edae1b0265ada10b36a7a11ba9)).
- [CSV Tools](https://onlinecsvtools.com/) - A collection of useful CSV utilities.
- [graph-cli](https://github.com/mcastorina/graph-cli) - Flexible command line tool to create graphs from CSV data.
- [CSV to SQL](http://www.convertcsv.com/csv-to-sql.htm) - Online tool to create insert/update/delete etc from CSV data.
- [C#: kbCSV](https://github.com/kentcb/KBCsv/blob/master/README.md) - An efficient, easy to use .NET parsing and writing library for CSV.
- [csvprintf](https://github.com/archiecobbs/csvprintf) - UNIX command line utility for parsing and formatting output based on CSV files.
- [Ron's Data Edit](https://www.ronsplace.eu/Products/RonsDataEdit) (new modern version of [Ron's CSV Editor](https://www.ronsplace.eu/products/ronseditor)) - Handles big files, does miraculous things. A timeless editor for a timeless format.
- [Rainbow CSV plugins](https://github.com/mechatroner/rainbow_csv#rainbow-csv-in-other-editors) - Collection of text editor plugins for CSV/TSV syntax highlighting. Available for [Vim](https://github.com/mechatroner/rainbow_csv), [VS Code](https://marketplace.visualstudio.com/items?itemName=mechatroner.rainbow-csv), [Atom](https://atom.io/packages/rainbow-csv), [Sublime Text](https://packagecontrol.io/packages/rainbow_csv) and other editors.
- [ExtendsClass](https://extendsclass.com/csv-diff.html) - A simple CSV comparator.
- [Mighty Merge](https://mightymerge.io/) - join/union csv files.
- [Modern CSV](https://www.moderncsv.com/) - A tool for editing CSV files and viewing large files.
- [Data Wrangler](https://github.com/microsoft/vscode-data-wrangler) - Data Wrangler is a code-centric data cleaning tool that is integrated into VS Code and VS Code Jupyter Notebooks.

### Repair or Validate CSV

- [Csvlint.go](https://github.com/Clever/csvlint) - Command line tool for validating CSV files against RFC 4180.
- [csvstudio](http://www.csvstudio.com/) - A smart app to repair syntax errors in very large CSV files.
- [scrubcsv](https://github.com/faradayio/scrubcsv) - Remove bad records from a CSV file and normalize (requires rust)
- [reconcile-csv](https://github.com/OpenRefine/reconcile-csv/blob/master/README.md) - Find relationships between a set of related CSVs

## Generate Table Schema

- [CSV Schema](https://csv-schema.surge.sh/) &mdash; Analyzes a CSV file and generates database table schema, all within the browser
- Wanted: More tools in this category.


### Treat CSV as SQL

- [TextQL](http://dinedal.github.io/textql/) - Execute SQL against CSV or TSV.
- [Datasette Facets](https://simonwillison.net/2018/May/20/datasette-facets/) - Faceted browse and a JSON API for any CSV File or SQLite DB.
- [q](https://harelba.github.io/q/) - Run SQL Directly on CSV Files
- [RBQL](https://rbql.org) - Rainbow Query Language, a SQL-like language with JavaScript or Python backend.
- [PSKit Query](https://github.com/dfinke/PSKit#sql-query) &mdash; Powershell module lets you run simple queries over objects, including imported with csv

### Convert to or from CSV

- [CSV to Table](https://github.com/vividvilla/csvtotable) - Convert CSV files to searchable and sortable HTML table.

### CSV <-> JSON

- [Agnes](http://www.secretgeek.net/agnes/twoWay.html) - Two way Csv to Json **.
- [csv2json](https://www.csvjson.com/csv2json) - online tool to convert your CSV or TSV formatted data to JSON and [vice versa](https://www.csvjson.com/json2csv).
- [csv-to-json](https://mango-is.com/tools/csv-to-json/) - Easy, privacy-friendly and offline-first online csv to json converter.


## Essays

> Once you've found the perfect data serialization file format, you stop looking
>
> [David Wengier](https://twitter.com/davidwengier/status/1159606464220000257)


- [Thinking about CSV](https://blog.datacite.org/thinking-about-csv/) - Martin Fenner.
- [In Praise of CSV](https://usopendata.org/2015/03/10/csv) - Waldo Jaquith.
- [Stop Rolling Your Own CSV Parser!](http://www.secretgeek.net/csv_trouble) - Leon Bambrick ***.
- [So You Want To Write Your Own CSV code?](http://thomasburette.com/blog/2014/05/25/so-you-want-to-write-your-own-CSV-code/) - Thomas Burette.
- [Falsehoods Programmers Believe About CSVs](https://donatstudios.com/Falsehoods-Programmers-Believe-About-CSVs) - Jesse Donat.
- [ASCII Delimited Text - Not CSV or TAB delimited text](https://ronaldduncan.wordpress.com/2009/10/31/text-file-formats-ascii-delimited-text-not-csv-or-tab-delimited-text/) - Ronald Duncan.

## Generate Data

- [Fake Name Generator](https://www.fakenamegenerator.com/order.php) - Generate fake names with other identity data in bulk for testing.
- [Mockium](https://softwium.com/mockium/) - Test data generator for CSV / JSON / SQL / XML.
- [Mockaroo](https://www.mockaroo.com/) - Random data generator for CSV / JSON / SQL / Excel.


## Data

- [US Data.gov](https://catalog.data.gov/dataset?res_format=CSV) - 18789+ CSV datasets.
- [Australian Government Open Data](https://data.gov.au/dataset?res_format=CSV) - 2715+ CSV datasets.
- [Reference data in csv](https://datahub.io/collections/reference-data) - Easy-to-use reference data in CSV and JSON formats.
- [awesome-public-datasets](https://github.com/awesomedata/awesome-public-datasets) - A topic-centric list of high-quality open datasets in public domains.
- [United Nations data](https://data.un.org) - Data from the UN

## Conferences

- [csv,conf](https://csvconf.com/) - A community conference for data makers everywhere.


## Standards

> The wonderful thing about standards is that there are so many of them to choose from.<br />&mdash;(Possibly) Grace Hopper.

- [RFC 4180](https://tools.ietf.org/html/rfc4180) ([html version](http://www.faqs.org/rfcs/rfc4180.html)) - "*Common format and MIME Type for Comma-Separated Values (CSV) Files*".
  - [Definition of the CSV Format](https://tools.ietf.org/html/rfc4180#section-2)
  - [MIME Type Registration of text/csv](https://tools.ietf.org/html/rfc4180#section-3)
- [W3C: Model for Tabular Data and Metadata on the Web](https://www.w3.org/TR/tabular-data-model/)
- [CSV Schema Language](http://digital-preservation.github.io/csv-schema/csv-schema-1.2.html) - A language for defining and validating CSV data.
- [csv,specs](https://github.com/csvspecs) - Comma-Separated Values (CSV) Format Specifications (and Tests) incl. CSV v1.0, CSV v1.1, CSV Strict, CSV <3 Numerics, CSV<3 JSON, CSV <3 YAML.
- [Tabular Data Resource](http://frictionlessdata.io/specs/tabular-data-resource/) - A [Data Resource](http://frictionlessdata.io/specs/data-resource/) specialized for describing tabular data like CSV files or spreadsheets
- [CSVY](https://github.com/csvy/csvy.github.io/blob/master/index.md) - A standard for adding a YAML header to CSV files to describe their format

## META: Other similar lists

- [structured-text-tools](https://github.com/dbohdan/structured-text-tools) - List of command line tools for manipulating CSV / XML / HTML / JSON / INI etc.
- [META-META](https://raw.githubusercontent.com/secretGeek/AwesomeCSV/master/awesomecsv.csv) - **This list as CSV**.
- [META-META-META](https://nimbletext.com/Live/-971009575/) - A NimbleText pattern that produces this markdown page from this list as a CSV.


## Code of Conduct

See [Code of Conduct](code-of-conduct.md)


## Funtribute

To experience the fun of contributing, see [Contributing](contributing.md)


## Footnotes

`*` <span id='footnote1' ></span> I'm the author of [NimbleText](https://NimbleText.com/Live). Of course I put it first on the list. If I didn't personally rate it I wouldn't have spent so much time making and improving it.

`**` <span id='footnote2' ></span> I wrote `agnes` but don't particularly endorse it for others to use (thus haven't migrated the source code to GitHub). It's slow and non-streaming. I'd go with `papa-parse`. On the plus side, `agnes` has a more comprehensive test suite and simpler api than most.

`***` <span id='footnote3' ></span> Mine too.

## License

[![CC0](http://mirrors.creativecommons.org/presskit/buttons/88x31/svg/cc-zero.svg)](https://creativecommons.org/publicdomain/zero/1.0/)

To the extent possible under law, [Leon Bambrick](http://secretgeek.net) has waived all copyright and related or neighboring rights to this work.

[CSV.md Github](https://github.com/secretGeek/awesomeCSV
)
