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Top 16 Python data-analytic Projects
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diffgram
The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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ethereum-etl-airflow
Airflow DAGs for exporting, loading, and parsing the Ethereum blockchain data. How to get any Ethereum smart contract into BigQuery https://towardsdatascience.com/how-to-get-any-ethereum-smart-contract-into-bigquery-in-8-mins-bab5db1fdeee
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bitcoin-etl
ETL scripts for Bitcoin, Litecoin, Dash, Zcash, Doge, Bitcoin Cash. Available in Google BigQuery https://goo.gl/oY5BCQ
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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swiple
Swiple enables you to easily observe, understand, validate and improve the quality of your data
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opteryx
🦖 A SQL-on-everything Query Engine you can execute over multiple databases and file formats. Query your data, where it lives.
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SmartPipeline
A framework for rapid development of robust data pipelines following a simple design pattern
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dpq
dpq is an open-source python library that makes prompt-based data transformations and feature engineering easy
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Flight-Test-Data-Analytics-Module-01
Code to support Module 01 of the Daedalus Aerospace Flight Test Data Analytics course.
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SaaSHub
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Just for some respite from the discussion of our soon-to-be AI overlords (LLMs), I'm one of the contributors to an open-source Python package, Xplainable (https://github.com/xplainable/xplainable). Xplainable is a novel (structured) machine learning algorithm that's inherently explainable, as opposed to being a post-hoc explainer (like SHAP or Lime).
Project mention: Show HN: SmartPipeline, robust and light data pipelines in Python | news.ycombinator.com | 2023-05-03
Project mention: Show HN: Dpq – a small Python library to process data using LLMs | news.ycombinator.com | 2024-04-12
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 data-analytics related posts
- Explainable (Structured) Machine Learning Algorithm
- Show HN: Build dashboards in Jupyter Notebook with numeric and chart boxes
- Show HN: Build dashboard boxes with charts and numbers in Jupyter Notebook
- Show HN: Build dashboards in Jupyter Notebook from bloxs
- Bloxs: Display your data as cards in your Python notebook!
- Show HN: Bloxs – display data as cards in your notebook
- Bloxs: display your data in an attractive way in your notebook
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A note from our sponsor - SaaSHub
www.saashub.com | 25 Apr 2024
Index
What are some of the best open-source data-analytic projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | diffgram | 1,795 |
| 2 | isp-data-pollution | 566 |
| 3 | ethereum-etl-airflow | 387 |
| 4 | bitcoin-etl | 386 |
| 5 | traffic | 344 |
| 6 | snowpark-python | 225 |
| 7 | bloxs | 214 |
| 8 | swiple | 77 |
| 9 | xplainable | 52 |
| 10 | python-performance | 48 |
| 11 | opteryx | 43 |
| 12 | SmartPipeline | 22 |
| 13 | GreyNSights | 21 |
| 14 | dictum | 19 |
| 15 | dpq | 13 |
| 16 | Flight-Test-Data-Analytics-Module-01 | 0 |
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