Python Analytics

Open-source Python projects categorized as Analytics | Edit details

Top 16 Python Analytic Projects

  • GitHub repo Redash

    Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

    Project mention: Open source DW? | reddit.com/r/dataengineering | 2022-01-03

    Its a bad idea use Redash as ETL and Data warehouse? Im not a data engineer just looking for a low/mid scale solution for experiment.

  • GitHub repo dagster

    An orchestration platform for the development, production, and observation of data assets.

    Project mention: What is this kind of texture called? | reddit.com/r/Design | 2021-12-19

    This is from dagster.io by the way. I've seen it in many places and am curious what it's called/how to replicate it!

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • GitHub repo Tautulli

    A Python based monitoring and tracking tool for Plex Media Server.

    Project mention: Last played report | reddit.com/r/PleX | 2022-01-21

    Happy to help! Looks like 1.4.25 is over 5 years old at this point, so definitely a "very old version".

  • GitHub repo dbt-core

    dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

    Project mention: Why is Data Build Tool (DBT) is so popular? What are some other alternatives? | reddit.com/r/dataengineering | 2021-12-04

    getdbt.com

  • GitHub repo Shynet

    Modern, privacy-friendly, and detailed web analytics that works without cookies or JS.

    Project mention: Google Analytics declared illegal in the EU. | reddit.com/r/opensource | 2022-01-20
  • GitHub repo pygraphistry

    PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

    Project mention: Handbook of Graph Drawing and Visualization | news.ycombinator.com | 2021-12-30

    This! We do it all the time in fraud, genomics, social media, security, etc

    We do one more thing: connect the nearest neighbors to make an interactive similarity graph. Takes just a few lines in total: https://github.com/graphistry/pygraphistry/blob/master/demos...

  • GitHub repo rotki

    A portfolio tracking, analytics, accounting and tax reporting application that protects your privacy

    Project mention: Daily General Discussion - January 9, 2022 | reddit.com/r/ethfinance | 2022-01-09
  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • GitHub repo WALKOFF

    A flexible, easy to use, automation framework allowing users to integrate their capabilities and devices to cut through the repetitive, tedious tasks slowing them down. #nsacyber

    Project mention: Current college student here. What is it like to work for defense contractors? | reddit.com/r/cscareerquestions | 2021-11-10

    As for quirks, the biggest quirk is that you usually need to get a security clearance, and that means no drugs. As far as the tech goes, depends on what company you're working for and what government product they produce. If it's software for an otherwise physical product like a missile or an AGV, then it's probably gonna be some old stable language like C, with something like Java being used on the server side to talk to the machine. Meanwhile, there's definitely Python work sprinkled all throughout everything, and there's certainly parts of the government working on Docker or Kubernetes stuff. Like here's a completely unclassified government project that I've contributed to. It uses Docker and Yaml to automate tasks.

  • GitHub repo flask-profiler

    a flask profiler which watches endpoint calls and tries to make some analysis.

    Project mention: Profiling Flask application to improve performance | dev.to | 2021-02-28

    There are a lot of profiling tools for Python code, and most of them are built-in — like profile or cProfile. Since I’m speaking about Flask application, let’s see what the world has especially for it. There is a beautiful lib called flask-profiler, which has a web interface with some cool features such as route or date filters. But Flask also has a built-in in werkzeug's profiler. It looked awesomely easy in use, so it was the first — and the last — one I tried. To use the built-in profiler you’ll need to add only two lines of code to your project:

  • GitHub repo scikit-learn-intelex

    Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

    Project mention: Improving xgb prediction times on a single core | reddit.com/r/datascience | 2021-12-14

    I can recommend https://github.com/intel/scikit-learn-intelex. We have been using this and it works great. The prediction time is greatly reduced and it has been running very stable. It's super easy to install and convert the trained XGB models to this Intel format.

  • GitHub repo WebHashcat

    Hashcat web interface

  • GitHub repo reddit-detective

    Play detective on Reddit: Discover political disinformation campaigns, secret influencers and more

    Project mention: Facebook bans personal accounts of academics who researched misinformation, ad transparency on the social network | reddit.com/r/technology | 2021-08-04
  • GitHub repo Data Flow Facilitator for Machine Learning (dffml)

    The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease.

  • GitHub repo sayn

    Data processing and modelling framework for automating tasks (incl. Python & SQL transformations).

    Project mention: Average reply times from some of my Facebook friends over the last few years [OC], full article here: https://medium.com/@timsugaipov/taking-your-facebook-messenger-data-further-f9da079b1409?source=friends_link&sk=3bd04bb35ad9a4b6f586300e52f96e4f | reddit.com/r/dataisbeautiful | 2021-11-01

    Data Processing: SAYN

  • GitHub repo materialize-tutorials

    Materialize is a streaming database for real-time analytics. This is a collection of Materialize demos and tutorials.

    Project mention: How to create a simple event streaming in Laravel? | dev.to | 2022-01-17

    Laravel EventStream: Real-time stock trades dashboard with Laravel and Materialize

  • GitHub repo GSOC_org_analysis

    Welcome to my first full project!

    Project mention: Google Summer of Code Analytics | dev.to | 2021-10-13

    I used Python 3 with libraries of Selenium and BeautifulSoup4. My project does not use click feature instead it grabs the Organization ID form the internal html.

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). The latest post mention was on 2022-01-21.

Python Analytics related posts

Index

What are some of the best open-source Analytic projects in Python? This list will help you:

Project Stars
1 Redash 20,324
2 dagster 4,215
3 Tautulli 4,201
4 dbt-core 4,057
5 Shynet 1,735
6 pygraphistry 1,530
7 rotki 1,437
8 WALKOFF 1,005
9 flask-profiler 671
10 scikit-learn-intelex 379
11 WebHashcat 179
12 reddit-detective 161
13 Data Flow Facilitator for Machine Learning (dffml) 150
14 sayn 97
15 materialize-tutorials 1
16 GSOC_org_analysis 0
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