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Show HN: I built an open-source CSV importer that I wish existed

https://github.com/importcsv/importcsv
2•aray07•8h ago
At my previous startup, CSV import was make-or-break for customer onboarding. We built the first version in three days. Then reality hit: Windows-1252 encoding, European date formats, embedded newlines, phone numbers in five different formats.

We rebuilt that importer multiples over the next six months. Our onboarding completion rate dropped 40% at the import step because users couldn't fix errors without starting over.

The real problem isn't parsing (PapaParse is excellent). It's everything after: mapping "Customer Email" to your "email" field, validating business rules, and letting users fix errors inline.

Flatfile and OneSchema solve this but won't show pricing publicly. Most open source tools only handle pieces of the workflow.

ImportCSV handles the complete flow: Upload → Parse → Map → Validate → Transform → Preview → Submit. Everything runs client-side by default. Your data never leaves the browser. This is critical for sensitive customer data - you can audit the code, self-host, and guarantee that PII stays on your infrastructure. The frontend is MIT licensed.

Technical approach

We use fuzzy matching + sample data analysis for column mapping. If a column contains @ symbols, it's probably email.

For validation errors, users can fix them inline in a spreadsheet interface - no need to edit the CSV and start over. Virtual scrolling (@tanstack/react-virtual) handles 100,000+ rows smoothly.

The interesting part: when AI is enabled, GPT-4.1 maps columns accurately and enables natural language transforms like "fix all phone numbers" or "split full names into first and last". LLMs are good at understanding messy, semi-structured data.

GitHub: https://github.com/importcsv/importcsv Playground: https://docs.importcsv.com/playground Demo (90 sec): https://youtube.com/shorts/Of4D85txm30

What's the worst CSV you've had to import?

Verizon down for users across the US

https://www.dailymail.co.uk/news/article-15050499/Verizon-goes-tens-thousands-users-US.html
1•storf45•1m ago•0 comments

Simple link aggregation and bookmarking site

https://bkmk.ing
1•fullstacking•4m ago•0 comments

Show HN: An AI coding tool for unserious projects

https://crazycontext.com/
1•liszper•4m ago•0 comments

Ask HN: Claude code subscription vs. API, which is cheaper?

1•totisjosema•5m ago•0 comments

Six Months into Tariffs, Businesses Have No Idea How to Price Anything

https://www.wsj.com/business/retail/trump-tariff-business-price-impact-37b630c8
3•JumpCrisscross•6m ago•0 comments

Show HN: Sometimes GitHub is boring, so I made a CLI tool to fix it

https://github.com/nathbns/gitact
2•nathbns•6m ago•0 comments

Bernie Sanders: Kennedy Must Resign

https://www.nytimes.com/2025/08/30/opinion/bernie-sanders-robert-f-kennedy-jr-resign-hhs.html
2•csheehan10•6m ago•0 comments

Ask HN: Any Android Engineers Here?

1•gooob•7m ago•0 comments

Company behind Jack Daniel's says Canadian sales drop 62%

https://www.cbc.ca/news/canada/nova-scotia/brown-forman-jack-daniels-quarterly-sales-american-alc...
2•geox•11m ago•0 comments

D as a Better C (2017)

https://dlang.org/blog/2017/08/23/d-as-a-better-c/
1•vram22•13m ago•0 comments

Hollow Knight Running in the Browser

https://www.npa.lol/games/37
1•ilostmysoul•15m ago•0 comments

Put a ring on it: a lock-free MPMC ring buffer

https://h4x0r.org/ring/
1•fanf2•20m ago•0 comments

Running the Gauntlet: How AI's Toughest Bootcamp Is Shaping Your Next Dev Hires

https://austinbusinessreview.com/running-the-gauntlet-how-ais-toughest-bootcamp-is-shaping-your-n...
1•EthanDBrooks•23m ago•0 comments

Show HN: Fur – a Git-like CLI for branching your chats and ideas

https://github.com/andrewrgarcia/fur-cli
1•andrewrg•26m ago•0 comments

Why did books start being divided into chapters? A new history

https://sydneyreviewofbooks.com/reviews/just-a-little-longer
4•cacher•36m ago•0 comments

An Open Letter to Everyone I've Butted Heads With

https://andrewkelley.me/post/open-letter-everyone-butted-heads.html
3•signa11•36m ago•0 comments

Anti-vaccine myths surged online ahead of the CDC shooting

https://www.nbcnews.com/tech/internet/cdc-shooting-anti-vaccine-myths-surged-online-depression-rc...
6•Anon84•39m ago•0 comments

US has invasive bullfrog problem spreading in west: Scientists alarmed

https://www.vox.com/down-to-earth/422353/bullfrogs-invasive-west-native-species
1•bookofjoe•42m ago•0 comments

After researchers unmasked a prolific SMS scammer, a new operation has emerged

https://techcrunch.com/2025/08/10/after-researchers-unmasked-a-prolific-sms-scammer-a-new-operati...
2•PaulHoule•43m ago•0 comments

Collapse of critical Atlantic current is no longer low-likelihood, study finds

https://www.theguardian.com/environment/2025/aug/28/collapse-critical-atlantic-current-amoc-no-lo...
2•pseudolus•44m ago•1 comments

U.S. guided-missile cruiser crosses Panama Canal, warships deployed to Venezuela

https://www.cbsnews.com/news/us-guided-missile-cruiser-panama-canal-warships-deployed-venezuela/
20•MilnerRoute•51m ago•25 comments

Ask HN: Is building a Google Maps alternative from scratch bad idea?

2•piratesAndSons•57m ago•3 comments

Show HN: I built a free worldwide holiday and disruption tracker

https://alarms.global/en/
1•reverseblade2•58m ago•0 comments

Show HN: Wispbit – Keep codebase standards alive

https://wispbit.com
2•dearilos•1h ago•0 comments

Apple Lightning Adapter Audio Quality (2017)

https://www.kenrockwell.com/apple/lightning-adapter-audio-quality.htm
2•tehnub•1h ago•0 comments

Tradeoffs of Highly-Expressive Types

https://jnkr.tech/blog/expressive-types-tradeoffs
2•pscanf•1h ago•1 comments

Sleeper AI agents and how Anthropic detects them [video]

https://www.youtube.com/watch?v=Z3WMt_ncgUI
14•gidellav•1h ago•0 comments

Ask HN: If burnout tells you that you are in the wrong job/career, why avoid it?

3•amichail•1h ago•3 comments

American capitalism is being remade by state power

https://theconversation.com/american-capitalism-is-being-remade-by-state-power-263881
4•rntn•1h ago•1 comments

Delirious Violent Impossible True Story of the Zizians Cult of Gifted Tech Folk

https://www.wired.com/story/delirious-violent-impossible-true-story-zizians/
1•DocFeind•1h ago•0 comments