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Top 20 Python Datascience Projects
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Project mention: Top 40 Open-source Developer Tools with the Most GitHub Stars | dev.to | 2025-04-20
GitHub: https://github.com/Avaiga/taipy
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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Project mention: Show HN: Flow – A Dynamic Task Engine for AI Agents Without DAG | news.ycombinator.com | 2024-12-02
Interesting! I feel like this is a cross between https://github.com/dagworks-inc/burr (switch state for context) and https://github.com/Netflix/metaflow because the output of the "task" declares its next hop...
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Traceloop is also an open-source project that provides end-to-end tracing for LLM applications. It uses OpenTelemetry standards to offer visibility into the request flow through code, especially in agent-based and multi-step workflows. Traceloop focuses exclusively on tracing and requires an existing OpenTelemetry setup to unlock its full potential.
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Project mention: A simple way to explore data through a Tableau-like UI directly in your data app | news.ycombinator.com | 2024-12-30
If you want to support the Panel project, the easiest way to do this is to give a star on Github: https://github.com/holoviz/panel. Much appreciated. Thanks.
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Mimesis
Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.
View the Project on GitHub
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Fast-F1
FastF1 is a python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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CleverCSV
CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line application for working with CSV files.
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socios-brasil
Captura os dados de sócios das empresas brasileiras na Receita Federal e exporta para um formato legível por humanos
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OLX-Analytics
🔍 This project allows easy and efficient browsing of classifieds on the OLX portal. The user has the option to register for a subscription and receive the latest information from the category that interests him every 4 hours.
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Machine-Learning-Cyrillic-Classifier
This is a web app where you can draw a letter in the russian alphabet and the ML algorithm will predict the letter that you drew.
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scrape-google-play-store-app
Single script to scrape Google Play Store App info without browser automation
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Datascience discussion
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Show HN: Building data and AI apps, an alternative to Streamlit
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A note from our sponsor - InfluxDB
www.influxdata.com | 12 Jun 2025
Index
What are some of the best open-source Datascience projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | Taipy | 18,114 |
| 2 | modin | 10,185 |
| 3 | metaflow | 8,877 |
| 4 | openllmetry | 5,943 |
| 5 | panel | 5,257 |
| 6 | Mimesis | 4,584 |
| 7 | Fast-F1 | 3,135 |
| 8 | PyFunctional | 2,451 |
| 9 | CleverCSV | 1,296 |
| 10 | streamlit-geospatial | 940 |
| 11 | DGFraud | 723 |
| 12 | socios-brasil | 584 |
| 13 | Mobile-Phone-Dataset-GSMArena | 59 |
| 14 | gretel-python-client | 56 |
| 15 | PathDict | 25 |
| 16 | linkedin-connections-analyzer | 12 |
| 17 | TagMaps | 8 |
| 18 | OLX-Analytics | 2 |
| 19 | Machine-Learning-Cyrillic-Classifier | 1 |
| 20 | scrape-google-play-store-app | 1 |
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InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com