Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
- data-analysis
- pandas
- flexible
- alignment
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Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
Statistical data visualization in Python
Modin: Scale your Pandas workflows by changing a single line of code
- dataframe
- pandas
- distributed
- datascience
the portable Python dataframe library
Automatically visualize your pandas dataframe via a single print! 📊 💡
- visualization-tools
- jupyter
- python
- data-science
Python tools for geographic data
- geoparquet
- geospatial
- pandas
- python
Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.
- mimesis
- fake
- data
- generator
A light-weight, flexible, and expressive statistical data testing library
- pandas
- validation
- schema
- dataframes
N-D labeled arrays and datasets in Python
Missing data visualization module for Python.
- missing-data
- data-visualization
- data-analysis
- pandas
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).
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
- machine-learning
- ml
- model-validation
- data-validation
A Python module for creating Excel XLSX files.
- python
- xlsx-files
- libxlsxwriter
- pandas
Koalas: pandas API on Apache Spark
NumPy and Pandas interface to Big Data
Visualize and compare datasets, target values and associations, with one line of code.
- pandas-dataframe
- eda
- pandas
- data-exploration
High performance datastore for time series and tick data
Pandas integration with sklearn
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
- pandas
- pandas-dataframe
- parallel-computing
- parallelization
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
- graph
- visualization
- gpu
- graphistry
Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more
Lightweight and extensible compatibility layer between dataframe libraries!
What's in your data? Extract schema, statistics and entities from datasets
- python
- privacy
- pii
- npi