Copilot for Data Analysis, beyond an open-source alternative to Tableau

Hacker News

RATH is an open-source software for data exploration and visualization. It automates your workflow in data analysis. You can give RATH a CSV file and it will generates visualizations with insights and patterns automatically. It also has a data painter tool for more casual interaction with charts ( https://youtu.be/djqePNyhz7w ). It also has a lot of cool features like autovis, causal discovery, GPT integration, predictive interaction for text feature extraction, etc. Some of RATH’s components are also independent open-source project you might be interested: Like + Graphic Walker ( https://github.com/Kanaries/graphic-walker ): A lite embeddable component for visual analysis. + PyGWalker ( https://github.com/Kanaries/pygwalker ): turning your pandas dataframe into a Tableau-style User Interface for visual exploration. RATH is a collection of interesting ideas that we think the next generation of data analysis software should be, so there might be many features that not well organized to be a united app. Tell me which feature you prefer and which is not. Looking forward for your ideas and advice.

Visit product View on Hacker NewsApr 24, 2023

Share card

Actual performance

61points

12comments

Made the leaderboard

Launch Intel predictions

Analyze your own launch →

Product HuntOn track for Day 1 leaderboard · Strong signals: user, visual, open · Missing: mac, agents, macos

80%80% predicted probability of success on Product Hunt, based on ML models trained on real launch data.

best fitHighest predicted score across all platforms for this description.

Hacker NewsStrong engagement from HN community · Strong signals: ide, io · Missing: https docs, excited, just released

66%66% predicted probability of success on Hacker News, based on ML models trained on real launch data.

nativeThis product was originally launched on this platform.

Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting

61%61% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.

TrustMRRFits verified-revenue profile · Missing: mobile apps, ios, personal

50%50% predicted probability of success on TrustMRR, based on ML models trained on real launch data.

AppSumoMay struggle as an AppSumo deal · Strong signals: interface · Missing: plus, platform, intuitive

39%39% predicted probability of success on AppSumo, based on ML models trained on real launch data.

Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue

10%10% predicted probability of success on Acquire.com, based on ML models trained on real launch data.

BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto

1%1% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

LibreTaxi – open source alternative for Uber/Lyft83%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

LibreTaxi – open source alternative for Uber/Lyft

Hacker News14

Matomo – an open-source alternative to Hotjar79%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Matomo – an open-source alternative to Hotjar

Hacker News5

SigNoz – An open source alternative to DataDog79%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

SigNoz – An open source alternative to DataDog

Hacker News10

Open-Source Alternative to Squarespace79%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Open-Source Alternative to Squarespace

Hacker News4

Open-Source Alternative to Looker79%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Open-Source Alternative to Looker

Hacker News5

Open-Source Alternative to Looker79%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Open-Source Alternative to Looker

Hacker News5

Codebox – Open Source Alternative to Atom78%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Codebox – Open Source Alternative to Atom

Hacker News7

DayJot – Another open-source alternative to OhLife79%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

DayJot – Another open-source alternative to OhLife

Hacker News29

Open source alternative to LaunchRock79%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Open source alternative to LaunchRock

Hacker News74

OutRay48%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

OutRay is an open source alternative to ngrok.

TrustMRR1$7/moDeveloper Tools

Browse all products Analyze your launch