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The Top 2,703 Python Pandas Open Source Projects on Github

Pandas ⭐ 31,429
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Pythondatasciencehandbook ⭐ 31,245
Python Data Science Handbook: full text in Jupyter Notebooks
Data Science Ipython Notebooks ⭐ 21,061
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.
Tqdm ⭐ 19,825
A Fast, Extensible Progress Bar for Python and CLI
Tushare ⭐ 11,160
TuShare is a utility for crawling historical data of China stocks
Datasets ⭐ 10,197
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Dask ⭐ 8,947
Parallel computing with task scheduling
Seaborn ⭐ 8,851
Statistical data visualization in Python
Pandas Profiling ⭐ 8,139
Create HTML profiling reports from pandas DataFrame objects
Mlcourse.ai ⭐ 7,837
Open Machine Learning Course
Abu ⭐ 7,101
阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构
Modin ⭐ 6,496
Modin: Speed up your Pandas workflows by changing a single line of code
Yfinance ⭐ 5,846
Yahoo! Finance market data downloader (+faster Pandas Datareader)
Visidata ⭐ 4,425
A terminal spreadsheet multitool for discovering and arranging data
Ai Learn ⭐ 3,947
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
Py ⭐ 3,629
Repository to store sample python programs for python learning
Data Science For Beginners ⭐ 3,525
10 Weeks, 20 Lessons, Data Science for All!
Alpha_vantage ⭐ 3,475
A python wrapper for Alpha Vantage API for financial data.
Koalas ⭐ 2,994
Koalas: pandas API on Apache Spark
Orange3 ⭐ 2,978
🍊 📊 💡 Orange: Interactive data analysis
Lux ⭐ 2,898
Python API for Intelligent Visual Data Discovery
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,878
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Missingno ⭐ 2,821
Missing data visualization module for Python.
Xlsxwriter ⭐ 2,692
A Python module for creating Excel XLSX files.
Arctic ⭐ 2,453
High performance datastore for time series and tick data
Pandasgui ⭐ 2,385
A GUI for Pandas DataFrames
Ta ⭐ 2,370
Technical Analysis Library using Pandas and Numpy
Xarray ⭐ 2,268
N-D labeled arrays and datasets in Python
Mars ⭐ 2,252
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
Aws Data Wrangler ⭐ 2,243
Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
Pandas Datareader ⭐ 2,121
Extract data from a wide range of Internet sources into a pandas DataFrame.
Pandarallel ⭐ 1,785
A simple and efficient tool to parallelize Pandas operations on all available CPUs
Swifter ⭐ 1,760
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
Pandas Ta ⭐ 1,754
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
Sweetviz ⭐ 1,753
Visualize and compare datasets, target values and associations, with one line of code.
Python Cheat Sheet ⭐ 1,714
Python Cheat Sheet NumPy, Matplotlib
30 Days Of Python ⭐ 1,669
Learn Python for the next 30 (or so) Days.
Pbpython ⭐ 1,661
Code, Notebooks and Examples from Practical Business Python
Ibis ⭐ 1,614
A pandas-like deferred expression system, with first-class SQL support
Practical Machine Learning With Python ⭐ 1,586
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Studybook ⭐ 1,503
Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)
Tabula Py ⭐ 1,484
Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame
100 Pandas Puzzles ⭐ 1,455
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Pygraphistry ⭐ 1,444
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
Dat8 ⭐ 1,439
General Assembly's 2015 Data Science course in Washington, DC
Alphalens ⭐ 1,430
Performance analysis of predictive (alpha) stock factors
Pytorch Forecasting ⭐ 1,427
Time series forecasting with PyTorch
Finta ⭐ 1,291
Common financial technical indicators implemented in Pandas.
Pandas Tutorial ⭐ 1,150
适合初级到中级晋升者，有了体系之后就看熟练度了。
Pandas Videos ⭐ 1,144
Jupyter notebook and datasets from the pandas Q&A video series
Machine Learning ⭐ 1,101
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
Lambda Packs ⭐ 1,038
Precompiled packages for AWS Lambda
Django Rest Pandas ⭐ 1,019
📊📈 Serves up Pandas dataframes via the Django REST Framework for use in client-side (i.e. d3.js) visualizations and offline analysis (e.g. Excel)
Fooltrader ⭐ 912
a modular quant framework
Pyda 2e Zh ⭐ 824
📖 [译] 利用 Python 进行数据分析 · 第 2 版
Pingouin ⭐ 817
Statistical package in Python based on Pandas
Pandera ⭐ 774
A light-weight, flexible, and expressive pandas data validation library
Pyjanitor ⭐ 758
Clean APIs for data cleaning. Python implementation of R package Janitor
Siuba ⭐ 715
Python library for using dplyr like syntax with pandas and SQL
Sequoia ⭐ 713
A股自动选股程序，实现了海龟交易法则、缠中说禅牛市买点，以及其他若干种技术形态
Prince ⭐ 703
👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
Just Pandas Things ⭐ 681
An ongoing list of pandas quirks
Alphapy ⭐ 641
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Dataframe Go ⭐ 641
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
Sdc ⭐ 627
Intel® Scalable Dataframe Compiler for Pandas*
Bamboolib ⭐ 625
bamboolib - a GUI for pandas DataFrames
Fecon235 ⭐ 622
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
Pdpipe ⭐ 620
Easy pipelines for pandas DataFrames.
Data Science Portfolio ⭐ 594
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Iexfinance ⭐ 589
Python SDK for IEX Cloud
Datasheets ⭐ 580
Read data from, write data to, and modify the formatting of Google Sheets
Jqdatasdk ⭐ 560
简单易用的量化金融数据包(easy utility for getting financial market data of China)
Baby Names Analysis ⭐ 554
Data ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.
Csvs To Sqlite ⭐ 516
Convert CSV files into a SQLite database
Python Tutorial ⭐ 501
Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。
Pandapy ⭐ 483
PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
Stats Maths With Python ⭐ 478
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Pynamical ⭐ 466
Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.
Code ⭐ 459
Compilation of R and Python programming codes on the Data Professor YouTube channel.
Pytablewriter ⭐ 446
pytablewriter is a Python library to write a table in various formats: AsciiDoc / CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.
Mexican Government Report ⭐ 444
Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.
Deep Learning Wizard ⭐ 441
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
Dovpanda ⭐ 424
Directions overlay for working with pandas in an analysis environment
Subreddit Analyzer ⭐ 422
A comprehensive Data and Text Mining workflow for submissions and comments from any given public subreddit.
Pandastable ⭐ 415
Table analysis in Tkinter using pandas DataFrames.
Pandas_market_calendars ⭐ 402
Exchange calendars to use with pandas for trading applications
Pandas_alive ⭐ 397
Create stunning, animated visualisations with Pandas & Matplotlib as easy as calling `df.plot_animated()`
Docker Django ⭐ 395
A complete docker package for django which is easy to understand and can be deployed anywhere.
Retentioneering Tools ⭐ 382
Retentioneering: product analytics, data-driven customer journey map optimization, marketing analytics, web analytics, transaction analytics, graph visualization, and behavioral segmentation with customer segments in Python. Opensource analytics, predictive analytics over clickstream, sentiment analysis, AB tests, machine learning, and Monte Carlo Markov Chain simulations, extending Pandas, Networkx and sklearn.
Meza ⭐ 371
A Python toolkit for processing tabular data
Nlu ⭐ 368
1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
Visualpython ⭐ 366
GUI-based Python code generator.
Flatten ⭐ 366
Flatten JSON in Python
Fugue ⭐ 358
A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask without any rewrites.
Prettypandas ⭐ 354
A Pandas Styler class for making beautiful tables
Pandasvault ⭐ 340
Advanced Pandas Vault — Utilities, Functions and Snippets (by @firmai).
Daily Stock Forecast ⭐ 334
Daily Stock Forecasts using Machine Learning & Python
Finance ⭐ 332
Here you can find all the quantitative finance algorithms that I've worked on and refined over the past year!
Zat ⭐ 332
Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark
Pystore ⭐ 331
Fast data store for Pandas time-series data
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