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Pandas

91 projects

Showing 36 of 91 projects

finta
fintaPython

A Python library implementing over 80 financial technical indicators using Pandas for trading analysis.

#ohlc-data#technical-analysis#trading
Stars2.3k
Forks716
Last commit4 years ago
Feature Engine
Feature EnginePython

A Python library for feature engineering and selection with scikit-learn compatible transformers.

#open-source#feature-selection#data-science
Stars2.3k
Forks356
Last commit1 day ago
dataprep
dataprepPython

An open-source Python library for low-code data preparation, offering fast EDA, data cleaning, and collection from APIs and databases.

#data-cleaning#datacleaning#connector
Stars2.2k
Forks225
Last commit2 years ago
AutoViz
AutoVizPython

Automatically visualize any dataset with a single line of code, including data quality assessment and fixes.

#automl-algorithms#python-library#data-science
Stars1.9k
Forks214
Last commit2 years ago
Awesome Data Analysis
Awesome Data Analysis

A curated collection of 500+ resources for data analysis and data science, covering Python, SQL, ML, visualization, roadmaps, and interview prep.

#educational-resources#data-science#statistics
Stars1.7k
Forks248
Last commit1 month ago
Optimus
OptimusPython

A Python library for agile data preparation workflows that works with Pandas, Dask, cuDF, Dask-cuDF, Vaex, and PySpark.

#data-cleaning#cudf#spark
Stars1.5k
Forks232
Last commit1 year ago
pyjanitor
pyjanitorPython

Python library providing clean, chainable functions for data cleaning and manipulation with pandas DataFrames.

#data-cleaning#hacktoberfest#python-library
Stars1.5k
Forks189
Last commit4 days ago
empyrical
empyricalPython

A Python library for calculating common financial risk and performance metrics used in quantitative finance.

#risk-metrics#backtesting#performance-analysis
Stars1.5k
Forks454
Last commit2 years ago
stockstats
stockstatsPython

A pandas DataFrame wrapper for calculating over 70 stock market indicators and statistics with inline column access.

#technical-indicators#algorithmic-trading#stock-market
Stars1.5k
Forks317
Last commit1 month ago
d3py
d3pyPython

A Python plotting library that generates interactive D3.js visualizations from pandas DataFrames.

#svg#python#plotting
Stars1.4k
Forks200
Last commit5 years ago
amphi-etl
amphi-etlTypeScript

A visual, low-code data preparation tool that generates Python code for ETL, reporting, and AI-assisted workflows.

#jupyterlab-extension#analytics-automation#datatransformation
Stars1.4k
Forks103
Last commit1 day ago
pandasql
pandasqlPython

Query pandas DataFrames using SQL syntax, similar to sqldf in R.

#data-querying#sqlite-syntax#python-library
Stars1.4k
Forks183
Last commit2 years ago
dataframe-go
dataframe-goGo

A lightweight and intuitive Go library for data manipulation, statistics, and machine learning using DataFrames.

#data-science#statistics#dataframe
Stars1.3k
Forks100
Last commit4 years ago
fecon235
fecon235Jupyter Notebook

A collection of Jupyter notebooks for financial economics, providing high-level APIs to retrieve, analyze, and visualize economic data from sources like FRED.

#fx#gold#financial-economics
Stars1.3k
Forks348
Last commit3 years ago
Covid-19
Covid-19Python

A cleaned and normalized time series dataset of global COVID-19 confirmed cases, deaths, and recoveries, updated daily.

#epidemiology#data-cleaning#data-science
Stars1.2k
Forks599
Last commit4 months ago
ITables
ITablesPython

Display Pandas and Polars DataFrames as interactive, sortable, and searchable DataTables in Jupyter notebooks and Python applications.

#notebook-tools#streamlit-component#dataframe
Stars969
Forks62
Last commit2 days ago
data_hacking
data_hackingJupyter Notebook

A collection of IPython notebooks demonstrating data analysis and machine learning techniques on security datasets.

#security-analytics#educational#python
Stars783
Forks297
Last commit7 years ago
Dplython
DplythonPython

A Python library that brings R's dplyr data manipulation syntax to pandas DataFrames using a pipe operator.

#dplyr#python-library#data-science
Stars761
Forks52
Last commit9 years ago
pdpipe
pdpipeJupyter Notebook

Easy pipelines for pandas DataFrames.

#data-science#pipeline#dataframe
Stars729
Forks48
Last commit18 days ago
datacompy
datacompyPython

A Python library for comparing Pandas, Polars, Spark, and Snowpark DataFrames with detailed reporting and flexible matching.

#apache-spark#fugue#spark
Stars654
Forks162
Last commit3 days ago
Dora
DoraPython

A Python library that automates the tedious parts of exploratory data analysis with cleaning, feature engineering, visualization, and versioning.

#data-cleaning#data-versioning#python
Stars647
Forks75
Last commit11 months ago
UStore
UStoreC++

A modular multi-modal transactional database for AI and semantic search, replacing MongoDB, Neo4J, and Elastic with a single ACID solution.

#networkx#semantic-search#database
Stars636
Forks36
Last commit2 years ago
Data science your way
Data science your wayJupyter Notebook

A tutorial series comparing how to implement data science concepts and build applications in both Python and R ecosystems.

#notebook#educational#data-science
Stars617
Forks253
Last commit5 years ago
Data Wrangler
Data Wrangler

A VS Code extension for visually exploring, cleaning, and transforming tabular data with automatic Pandas code generation.

#data-cleaning#vscode-extension#data-science
Stars606
Forks41
Last commit7 months ago
pandas_summary
pandas_summaryPython

An engine for ML/data tracking, visualization, explainability, drift detection, and dashboards, integrated with Polyaxon.

#spark#matplotlib#data-science
Stars534
Forks47
Last commit1 month ago
Documentation website from Jupyter Notebook
Documentation website from Jupyter NotebookPython

A lightweight Python tool for generating rich summary statistics of pandas and Polars dataframes directly in the console.

#data-science#statistics#eda
Stars514
Forks29
Last commit4 days ago
dopanda
dopandaPython

An overlay companion for pandas that provides real-time hints and tips to improve data analysis code.

#productivity-tool#data-science#code-assistance
Stars476
Forks22
Last commit1 year ago
meza
mezaPython

A Python toolkit for processing tabular data

#functional-programming#library#csv
Stars423
Forks29
Last commit1 month ago
SparklingPandas
SparklingPandasPython

A Python library that provides a Pandas-like API on top of Apache Spark DataFrames for distributed data analysis.

#apache-spark#dataframe#python
Stars361
Forks79
Last commit3 years ago
pandaset-devkit
pandaset-devkitJupyter Notebook

A Python devkit for loading, exploring, and manipulating the PandaSet, a large-scale autonomous driving dataset with LiDAR, camera, and annotations.

#lidar#autonomous-driving#sensor-fusion
Stars278
Forks74
Last commit2 years ago
scirs
scirsRust

A comprehensive scientific computing and AI/ML library in pure Rust, offering SciPy-compatible APIs with 10-100x performance gains.

#scientific-computing#ai#fft
Stars274
Forks33
Last commit2 days ago
Rosetta
RosettaJupyter Notebook

A Python toolkit for text-focused data science on medium-sized datasets, bridging memory and cluster-scale processing.

#stream-processing#multiprocessing#scientific-computing
Stars207
Forks45
Last commit
visualize_ML
visualize_MLPython

A Python package for automated univariate and bivariate data analysis and visualization to streamline machine learning workflows.

#statistical-analysis#statisics#feature-selection
Stars205
Forks29
Last commit9 years ago
Panthera
PantheraClojure

A Clojure library providing data-frames and arrays through Python's pandas and numpy.

#array#data-science#dataframe
Stars191
Forks15
Last commit6 years ago
partridge
partridgePython

A fast, forgiving GTFS reader built on pandas DataFrames

#python#gtfs#pandas
Stars185
Forks24
Last commit2 years ago
polars-bio
polars-bioPython

A Python library for blazing-fast, memory-efficient genomics data operations using DataFrames.

#apache-arrow#high-performance#dataframe
Stars184
Forks33
Last commit17 days ago
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