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The Top 23 Python Data Science Dataframe Open Source Projects

Open source projects categorized as Python Data Science Dataframe
Categories > Data Processing > Data Science
Categories > Control Flow > Dataframe
Modin ⭐ 9,275
Modin: Scale your Pandas workflows by changing a single line of code
dependent packages 25total releases 89most recent commit 3 months agopypi modin} Downloads
Vaex ⭐ 8,161
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
dependent packages 29total releases 69most recent commit 2 months agopypi vaex} Downloads
Cudf ⭐ 6,936
cuDF - GPU DataFrame Library
dependent packages 3total releases 31most recent commit 3 months ago
Datasciencepython ⭐ 4,776
common data analysis and machine learning tasks using python
most recent commit a year ago
Mimesis ⭐ 4,298
Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.
dependent packages 32total releases 49most recent commit 9 days agopypi mimesis} Downloads
Koalas ⭐ 3,291
Koalas: pandas API on Apache Spark
dependent packages 16total releases 47most recent commit 7 months agopypi koalas} Downloads
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35most recent commit 5 months agopypi sweetviz} Downloads
Sketch ⭐ 2,106
AI code-writing assistant that understands data content
dependent packages 2total releases 11most recent commit 3 months agopypi sketch} Downloads
Pandas Videos ⭐ 1,808
Jupyter notebook and datasets from the pandas Q&A video series
most recent commit 2 years ago
Hamilton ⭐ 1,272
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.
dependent packages 2total releases 116most recent commit a month agopypi sf-hamilton} Downloads
Daft ⭐ 1,012
Distributed DataFrame for Python designed for the cloud, powered by Rust
dependent packages 3total releases 53most recent commit 3 months agopypi getdaft} Downloads
Hamilton ⭐ 877
A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton
total releases 10most recent commit 10 months ago
Dataframe Go ⭐ 642
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
dependent packages 14total releases 4most recent commit 3 years ago
Datasheets ⭐ 613
Read data from, write data to, and modify the formatting of Google Sheets
total releases 6most recent commit 4 months ago
Data Science Your Way ⭐ 532
Ways of doing Data Science Engineering and Machine Learning in R and Python
most recent commit 3 years ago
Gspread Pandas ⭐ 371
A package to easily open an instance of a Google spreadsheet and interact with worksheets through Pandas DataFrames.
dependent packages 12total releases 68most recent commit 8 months agopypi gspread-pandas} Downloads
Pandasvault ⭐ 353
Advanced Pandas Vault — Utilities, Functions and Snippets (by @firmai).
total releases 3most recent commit 2 years ago
Datacompy ⭐ 339
Pandas and Spark DataFrame comparison for humans and more!
dependent packages 10total releases 20most recent commit 3 months agopypi datacompy} Downloads
Data Science Hacks ⭐ 300
Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
most recent commit 2 years ago
Rightmove_webscraper.py ⭐ 219
Python class to scrape data from rightmove.co.uk and return listings in a pandas DataFrame object
total releases 8most recent commit 4 months ago
Snowpark Python ⭐ 215
Snowflake Snowpark Python API
dependent packages 22total releases 22most recent commit 3 months agopypi snowflake-snowpark-python} Downloads
Pydbgen ⭐ 199
Random dataframe and database table generator
dependent packages 1total releases 3most recent commit 3 years agopypi pydbgen} Downloads
Woodwork ⭐ 133
Woodwork is a Python library that provides robust methods for managing and communicating data typing information.
dependent packages 15total releases 56most recent commit 3 months agopypi woodwork} Downloads
The 10 Most Depended On Python Data Science Dataframe Open Source Projects
Mimesis ⭐ 4,298
Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.
dependent packages 32total releases 49latest release August 19, 2023most recent commit 9 days agopypi mimesis} Downloads
Modin ⭐ 9,275
Modin: Scale your Pandas workflows by changing a single line of code
dependent packages 25total releases 89latest release November 17, 2023most recent commit 3 months agopypi modin} Downloads
Snowpark Python ⭐ 215
Snowflake Snowpark Python API
dependent packages 22total releases 22latest release December 07, 2023most recent commit 3 months agopypi snowflake-snowpark-python} Downloads
Koalas ⭐ 3,291
Koalas: pandas API on Apache Spark
dependent packages 16total releases 47latest release October 19, 2021most recent commit 7 months agopypi koalas} Downloads
Woodwork ⭐ 133
Woodwork is a Python library that provides robust methods for managing and communicating data typing information.
dependent packages 15total releases 56latest release August 23, 2023most recent commit 3 months agopypi woodwork} Downloads
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35latest release November 29, 2023most recent commit 5 months agopypi sweetviz} Downloads
Dataframe Go ⭐ 642
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
dependent packages 14total releases 4latest release April 22, 2021most recent commit 3 years ago
Gspread Pandas ⭐ 371
A package to easily open an instance of a Google spreadsheet and interact with worksheets through Pandas DataFrames.
dependent packages 12total releases 68latest release August 31, 2023most recent commit 8 months agopypi gspread-pandas} Downloads
Datacompy ⭐ 339
Pandas and Spark DataFrame comparison for humans and more!
dependent packages 10total releases 20latest release November 15, 2023most recent commit 3 months agopypi datacompy} Downloads
The 10 Latest Releases In Python Data Science Dataframe Open Source Projects
Snowpark Python ⭐ 215
Snowflake Snowpark Python API
dependent packages 22total releases 22latest release December 07, 2023most recent commit 3 months agopypi snowflake-snowpark-python} Downloads
Daft ⭐ 1,012
Distributed DataFrame for Python designed for the cloud, powered by Rust
dependent packages 3total releases 53latest release December 05, 2023most recent commit 3 months agopypi getdaft} Downloads
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35latest release November 29, 2023most recent commit 5 months agopypi sweetviz} Downloads
Modin ⭐ 9,275
Modin: Scale your Pandas workflows by changing a single line of code
dependent packages 25total releases 89latest release November 17, 2023most recent commit 3 months agopypi modin} Downloads
Datacompy ⭐ 339
Pandas and Spark DataFrame comparison for humans and more!
dependent packages 10total releases 20latest release November 15, 2023most recent commit 3 months agopypi datacompy} Downloads
Oxbow ⭐ 32
Read specialized NGS formats as data frames in R, Python, and more.
dependent packages 2total releases 3latest release October 26, 2023most recent commit 4 months agopypi oxbow} Downloads
Cudf ⭐ 6,936
cuDF - GPU DataFrame Library
dependent packages 3total releases 31latest release October 12, 2023most recent commit 3 months ago
Typedframe ⭐ 78
Typed wrappers over pandas DataFrames with schema validation
dependent packages 2total releases 22latest release September 07, 2023most recent commit 8 months agopypi typedframe} Downloads
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