Python Dataframe

Open-source Python projects categorized as Dataframe
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Topics: Pandas Python Data Science Data Analysis Data
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Top 19 Python Dataframe Projects

  • pygwalker

    PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

    • Project mention: Show HN: Use an "eraser" to clean data on flight without breaking your workflow | news.ycombinator.com | 2024-03-15

  • modin

    Modin: Scale your Pandas workflows by changing a single line of code

    • Project mention: The Distributed Tensor Algebra Compiler (2022) | news.ycombinator.com | 2023-06-15

  • 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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  • vaex

    Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

  • pandas-ta

    Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators

    • Project mention: Help recreating ta-lib python MACDFIX in pure python | /r/algotrading | 2023-05-03

    I do not know what is the difference between MACD and MACDFIX but maybe you can take a look how MACD is implemented in pandas_ta library and modify it a bit to achive a behavior you want.

  • Mimesis

    Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.

  • koalas

    Koalas: pandas API on Apache Spark

  • PandasGUI

    A GUI for Pandas DataFrames

    • Project mention: PandasGUI: A GUI for Pandas DataFrames | news.ycombinator.com | 2023-08-19

  • 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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  • mars

    Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

  • sketch

    AI code-writing assistant that understands data content

    • Project mention: Ask HN: What have you built with LLMs? | news.ycombinator.com | 2024-02-05

    We've made a lot of data tooling things based on LLMs, and are in the process of rebranding and launching our main product.

    1. sketch (in notebook, ai for pandas) https://github.com/approximatelabs/sketch

    2. datadm (open source, "chat with data", with support for the open source LLMs (https://github.com/approximatelabs/datadm)

    3. Our main product: julyp. https://julyp.com/ (currently under very active rebrand and cleanup) -- but a "chat with data" style app, with a lot of specialized features. I'm also streaming me using it (and sometimes building it) every weekday on twitch to solve misc data problems (https://www.twitch.tv/bluecoconut)

    For your next question, about the stack and deploy:

  • pyjanitor

    Clean APIs for data cleaning. Python implementation of R package Janitor

    • Project mention: Sub library with useful code | /r/learnpython | 2023-05-19

  • optopsy

    A nimble options backtesting library for Python

  • technical

    Various indicators developed or collected for the Freqtrade

  • eland

    Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

    • Project mention: I'm getting elasticsearch.BadRequestError: BadRequestError(400, 'illegal_argument_exception', "specified fields can't be null or empty") using Eland library | /r/elasticsearch | 2023-05-02

    We have a fix for this issue reported here merged and pending a release. Hopefully that release will happen in the next few days, then you can upgrade and the default experience for everyone won't be as confusing :)

  • pandastable

    Table analysis in Tkinter using pandas DataFrames.

  • pystore

    Fast data store for Pandas time-series data

  • static-frame

    Immutable and statically-typeable DataFrames with runtime type and data validation

    • Project mention: Static-frame: Immutable/statically-typed DataFrames with runtime type validation | news.ycombinator.com | 2023-11-17

  • snowpark-python

    Snowflake Snowpark Python API

  • tablexplore

    Table analysis and plotting application written in PySide2/PyQt5

  • frame-fixtures

    Use compact expressions to create diverse, deterministic DataFrame fixtures with StaticFrame

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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 Dataframe related posts

Index

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

Project Stars
1 pygwalker 9,759
2 modin 9,465
3 vaex 8,173
4 pandas-ta 4,732
5 Mimesis 4,300
6 koalas 3,319
7 PandasGUI 3,129
8 mars 2,675
9 sketch 2,194
10 pyjanitor 1,279
11 optopsy 903
12 technical 697
13 eland 608
14 pandastable 604
15 pystore 539
16 static-frame 403
17 snowpark-python 225
18 tablexplore 114
19 frame-fixtures 6

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