GitHub stars · StarDay

1pola-rs / polarsExtremely fast Query Engine for DataFrames, written in RustRustMIT · Permissive40,274

2Kanaries / pygwalkerPyGWalker: Turn your dataframe into an interactive UI for visual analysisPythonApache-2.0 · Permissive16,005

3modin-project / modinLibrary for scaling data processing while retaining a pandas-style workflow.PythonApache-2.0 · Permissive10,390

4NVIDIA / cudfcuDF - GPU DataFrame LibraryC++Apache-2.0 · Permissive9,795

5apache / datafusionApache DataFusion SQL Query EngineRustApache-2.0 · Permissive9,562

6vaexio / vaexOut-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀PythonMIT · Permissive8,515

7haifengl / smileStatistical Machine Intelligence & Learning EngineJavaLicense not declared6,429

8javascriptdata / danfojsDanfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.TypeScriptMIT · Permissive5,070

9lk-geimfari / mimesisMimesis is a Python library for generating fake but realistic data in multiple languages and locales.PythonMIT · Permissive4,864

10jtablesaw / tablesawJava dataframe and visualization libraryJavaApache-2.0 · Permissive3,768

11databricks / koalasKoalas: pandas API on Apache SparkPythonApache-2.0 · Permissive3,371

12adamerose / PandasGUIA GUI for Pandas DataFramesPythonMIT-0 · Permissive3,256

13hosseinmoein / DataFrameC++ DataFrame for statistical, financial, and ML analysis in modern C++C++BSD-3-Clause · Permissive2,998

14apache / hamiltonApache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.Jupyter NotebookApache-2.0 · Permissive2,624

15man-group / ArcticDBArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.C++License not declared2,606

16shramos / Awesome-Cybersecurity-DatasetsA curated list of amazingly awesome Cybersecurity datasetsLicense not declared2,099

17skrub-data / skrubMachine learning with dataframesPythonBSD-3-Clause · Permissive1,666

18Axect / PeroxideRust numeric library with high performance and friendly syntaxRustApache-2.0 · Permissive732

19elastic / elandPython Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in ElasticsearchPythonApache-2.0 · Permissive693

20Paradigmllc / gspread-pandasRead and write Google Sheets as pandas DataFrames — column-matched appends, real dtypes, and layout detection for sheets that don't start at A1.PythonBSD-3-Clause · Permissive414