Top 471 pandas open source projects

Alphalens
Performance analysis of predictive (alpha) stock factors
Census Data Downloader
Download U.S. census data and reformat it for humans
Stock Price Predictor
This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
Datacompy
Pandas and Spark DataFrame comparison for humans
Panda Run
A panda parkour game, based on Cocos2d-js, running on Android / iOS
Data Analysis
主要是爬虫与数据分析项目总结,外加建模与机器学习,模型的评估。
Practical Machine Learning With Python
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.
Data Forge Js
JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.
Ml Cheatsheet
A constantly updated python machine learning cheatsheet
Pandasschema
A validation library for Pandas data frames using user-friendly schemas
Tushare
TuShare is a utility for crawling historical data of China stocks
Spatialpandas
Pandas extension arrays for spatial/geometric operations
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Dtale Desktop
Build a data visualization dashboard with simple snippets of python code
Jupyter notebooks
Collection of jupyter notebooks
Pandahouse
Pandas interface for Clickhouse database
Data Science For Marketing Analytics
Achieve your marketing goals with the data analytics power of Python
Jupyter Datatables
Jupyter Notebook extension leveraging pandas DataFrames by integrating DataTables and ChartJS.
Cape Python
Collaborate on privacy-preserving policy for data science projects in Pandas and Apache Spark
Swifter
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
Aws Data Wrangler
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).
Rightmove webscraper.py
Python class to scrape data from rightmove.co.uk and return listings in a pandas DataFrame object
Gdeltpyr
Python based framework to retreive Global Database of Events, Language, and Tone (GDELT) version 1.0 and version 2.0 data.
Urbs
A linear optimisation model for distributed energy systems
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Pbpython
Code, Notebooks and Examples from Practical Business Python
Pandas Videos
Jupyter notebook and datasets from the pandas Q&A video series
Gspread Dataframe
Read/write Google spreadsheets using pandas DataFrames
Ibis
A pandas-like deferred expression system, with first-class SQL support
Df2gspread
Manage Google Spreadsheets in Pandas DataFrame with Python
Seaborn Tutorial
This repository is my attempt to help Data Science aspirants gain necessary Data Visualization skills required to progress in their career. It includes all the types of plot offered by Seaborn, applied on random datasets.
Baidu poi search
一个基于pyqt5的百度地图兴趣点GUI采集工具,可根据关键词搜索指定区域的兴趣点,并导出为excel文件
Pandarallel
A simple and efficient tool to parallelize Pandas operations on all available CPUs
Studybook
Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)
Stock Market Analysis And Prediction
Stock Market Analysis and Prediction is the project on technical analysis, visualization and prediction using data provided by Google Finance.
Twelvedata Python
Twelve Data Python Client - Financial data APIs & WebSockets
Stocks
machine learning web app game where the user competes against the AI in picking stocks
100 Pandas Puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Pygraphistry
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
Maps Location History
Get, Concatenate and Process you location history from Google Maps TimeLine
Stackoverflow Pandas Canonicals
A directory listing of all my pandas canonicals on Stack Overflow to date.
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Tabula Py
Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame
✭ 1,351
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Kglab
Graph-Based Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, RDFlib, pySHACL, RAPIDS, NetworkX, iGraph, PyVis, pslpython, pyarrow, etc.
Sspipe
Simple Smart Pipe: python productivity-tool for rapid data manipulation
Data Mining Python
《python数据分析与挖掘实战》项目实践及拓展
Danfojs
danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
Pymc Example Project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
Moonshot
Vectorized backtester and trading engine for QuantRocket
Pandas Tutorial
适合初级到中级晋升者,有了体系之后就看熟练度了。
Weightedcalcs
Pandas-based utility to calculate weighted means, medians, distributions, standard deviations, and more.
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