Python Pandas

Open-source Python projects categorized as Pandas
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Topics: Python Data Science Data Analysis Numpy Machine Learning
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Top 23 Python Panda Projects

  • Pandas

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

    • Project mention: The ultimate guide to creating a secure Python package | dev.to | 2024-05-08

    It's also possible for you to give a package an alias by using the as keyword. For instance, you could use the pandas package as pd like this:

  • 30-Days-Of-Python

    30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

    • Project mention: Top 10 GitHub Repositories for Python and Java Developers | dev.to | 2024-05-03

    4. Asabeneh/30-Days-Of-Python - This repository presents a 30-day challenge for beginners to learn Python from the ground up. The course covers everything from the basics to more advanced topics like statistics, data analysis, and web development. https://github.com/Asabeneh/30-Days-Of-Python

  • 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.

    InfluxDB logo

  • tqdm

    :zap: A Fast, Extensible Progress Bar for Python and CLI

    • Project mention: FLaNK-AIM: 20 May 2024 Weekly | dev.to | 2024-05-20

  • data-science-ipython-notebooks

    Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

  • datasets

    🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

    • Project mention: 🐍🐍 23 issues to grow yourself as an exceptional open-source Python expert 🧑‍💻 🥇 | dev.to | 2023-10-19

  • ydata-profiling

    1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

    • Project mention: FLaNK 25 December 2023 | dev.to | 2023-12-26

  • Dask

    Parallel computing with task scheduling

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

  • SaaSHub

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  • seaborn

    Statistical data visualization in Python

    • Project mention: "No" is not an actionable error message | news.ycombinator.com | 2024-05-03

  • yfinance

    Download market data from Yahoo! Finance's API

    • Project mention: How to catch exceptions in library? | /r/learnpython | 2023-07-06

    If you check the file here - https://github.com/ranaroussi/yfinance/blob/main/yfinance/base.py - you can see this is communicated via the "raise Exception('%s: %s' % (self.ticker, err_msg))" line. I'm trying to use the following to catch the exception but no luck.

  • pandas-ai

    Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

    • Project mention: PandasAI is great but is there a more general library? | news.ycombinator.com | 2023-08-23

  • 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

  • mlcourse.ai

    Open Machine Learning Course

    • Project mention: Open Machine Learning Course | news.ycombinator.com | 2023-10-22

  • visidata

    A terminal spreadsheet multitool for discovering and arranging data

    • Project mention: Data Science at the Command Line, 2nd Edition (2021) | news.ycombinator.com | 2024-05-06

    I'd like to call out one of my favorite pieces of software from the past 10 years: VisiData [1] has completely changed the way I do ad-hoc data processing, and is now my go-to for pretty much all use cases that I previously used spreadsheets for, and about half of those I previously used databases for.

    It's a TUI application, not strictly CLI, but scriptable, and I figure anyone building pipelines using tools like jq, q, awk, grep, etc. to process tabular data will find it extremely useful.

    ----

    [1]: https://visidata.org

  • lux

    Automatically visualize your pandas dataframe via a single print! 📊 💡 (by lux-org)

  • pandas-ta

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

  • orange

    🍊 :bar_chart: :bulb: Orange: Interactive data analysis

    • Project mention: Hierarchical Clustering | news.ycombinator.com | 2024-04-20

    I know I've tooted its horn before, but Orange3 is a pretty neat Python-based GUI platform that makes this and a metric buttload of other statistical/ML techniques available to non-programmer types.

    Just watch out for null character `x00` in the corpus. That always seems to kill it stone dead.

    https://orangedatamining.com/

    https://orange3.readthedocs.io/projects/orange-visual-progra...

  • Mimesis

    Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.

  • ibis

    the portable Python dataframe library

    • Project mention: Show HN: Hashquery, a Python library for defining reusable analysis | news.ycombinator.com | 2024-04-23

    I really don't understand the appeal of dbt vs a proper programming language. The templating approach leads to massive spaghetti. I look forward to trying out something like Ibis [0]

    0: https://ibis-project.org/

  • geopandas

    Python tools for geographic data

  • alpha_vantage

    A python wrapper for Alpha Vantage API for financial data.

  • AWS Data Wrangler

    pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

    • Project mention: Read files from s3 using Pandas/s3fs or AWS Data Wrangler? | /r/dataengineering | 2023-12-06

    I had no problem with awswrangler (https://github.com/aws/aws-sdk-pandas) and it supports reading and writing partitions which was really helpful and a few other optimizations that made it a great tool

  • missingno

    Missing data visualization module for Python.

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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 Pandas related posts

Index

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

Project Stars
1 Pandas 42,159
2 30-Days-Of-Python 32,404
3 tqdm 27,570
4 data-science-ipython-notebooks 26,545
5 datasets 18,523
6 ydata-profiling 12,101
7 Dask 12,055
8 seaborn 12,003
9 yfinance 12,000
10 pandas-ai 11,214
11 pygwalker 10,213
12 modin 9,498
13 mlcourse.ai 9,470
14 visidata 7,454
15 lux 5,029
16 pandas-ta 4,823
17 orange 4,633
18 Mimesis 4,310
19 ibis 4,304
20 geopandas 4,234
21 alpha_vantage 4,170
22 AWS Data Wrangler 3,816
23 missingno 3,771

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