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Top 23 Python Analysis Projects
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Osintgram
Osintgram is a OSINT tool on Instagram. It offers an interactive shell to perform analysis on Instagram account of any users by its nickname
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Project mention: 30 Years of Decompilation and the Unsolved Structuring Problem: Part 1 | news.ycombinator.com | 2024-01-03
That's awesome! That's exactly how modern decompilers deal with a special type of goto occurrence. They reduce gotos (or completely eliminate them) by introducing a `while(true)` loop, followed by corresponding `continue` and `breaks`... we all, of course, know that `while(true)` did not exist in the source, but it's a nice hack!
We even do this in the angr decompiler, found here: https://github.com/angr/angr/blob/8e48d001e18a913ecd4ed2e995...
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Project mention: Qiling: A True Instrumentable Binary Emulation Framework | news.ycombinator.com | 2024-04-01
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PySceneDetect
:movie_camera: Python and OpenCV-based scene cut/transition detection program & library.
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streamalert
StreamAlert is a serverless, realtime data analysis framework which empowers you to ingest, analyze, and alert on data from any environment, using datasources and alerting logic you define.
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Project mention: An Analysis of How Chris Paul Has Affected His Teams (And How It May Impact the Warriors) | /r/nba | 2023-11-04
Thanks to the people putting together the open source nba_api, as well as the people at Basketball Reference and the NBA stats page.
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InfluxDB
Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
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codechecker
CodeChecker is an analyzer tooling, defect database and viewer extension for the Clang Static Analyzer and Clang Tidy
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django-slick-reporting
The Reporting Engine for Django. Create dashboards and standalone Reports and Charts.
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6DRepNet
Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.
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Project mention: Vermin: Concurrently detect the minimum Python versions needed to run code | news.ycombinator.com | 2024-01-12
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Python-NSE-Option-Chain-Analyzer
The NSE has a website which displays the option chain in near real-time. This program retrieves this data from the NSE site and then generates useful analysis of the Option Chain for the specified Index or Stock. It also continuously refreshes the Option Chain and visually displays the trend in various indicators useful for Technical Analysis.
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pycbc
Core package to analyze gravitational-wave data, find signals, and study their parameters. This package was used in the first direct detection of gravitational waves (GW150914), and is used in the ongoing analysis of LIGO/Virgo data.
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Yeah I think it has to do with the memberwise splitting. https://github.com/scikit-hep/uproot5/issues/38
I understand this has not been a priority so far.
It kinda works if you open a magic file with a specific on-disk representation which bypasses this, but that’s not a solution at all.
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reddit-detective
Play detective on Reddit: Discover political disinformation campaigns, secret influencers and more
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SpaceXtract
Extraction and analysis of telemetry from rocket launch webcasts (from SpaceX and RocketLab)
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sup-res
A great companion for finding key support and resistance levels on financial charts, cryptocurrencies.
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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 Analysis discussion
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A note from our sponsor - SaaSHub
www.saashub.com | 10 Sep 2024
Index
What are some of the best open-source Analysis projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Osintgram | 9,437 |
| 2 | angr | 7,457 |
| 3 | qiling | 5,056 |
| 4 | PySceneDetect | 3,111 |
| 5 | streamalert | 2,851 |
| 6 | timesketch | 2,563 |
| 7 | nba_api | 2,419 |
| 8 | codechecker | 2,193 |
| 9 | Sooty | 1,336 |
| 10 | finviz | 1,052 |
| 11 | django-slick-reporting | 546 |
| 12 | 6DRepNet | 529 |
| 13 | dython | 491 |
| 14 | vermin | 440 |
| 15 | Python-NSE-Option-Chain-Analyzer | 397 |
| 16 | codebreaker | 339 |
| 17 | debloat | 330 |
| 18 | pycbc | 312 |
| 19 | mwdb-core | 309 |
| 20 | uproot5 | 233 |
| 21 | reddit-detective | 212 |
| 22 | SpaceXtract | 172 |
| 23 | sup-res | 166 |
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