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Search results for pandas data analysis

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269 search results found

Pandas ⭐ 41,935

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 Science For Beginners ⭐ 25,362

10 Weeks, 20 Lessons, Data Science for All!

Ydata Profiling ⭐ 11,983

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Pandas_exercises ⭐ 9,667

Practice your pandas skills!

Pandas Ai ⭐ 9,533

Chat with your data (SQL, CSV, pandas, polars, noSQL, etc). PandasAI makes data analysis conversational

Mlcourse.ai ⭐ 9,376

Open Machine Learning Course

Pygwalker ⭐ 8,698

PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

Ai Learn ⭐ 8,256

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：Py 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

cuDF - GPU DataFrame Library

Datasciencepython ⭐ 4,776

common data analysis and machine learning tasks using python

Orange3 ⭐ 4,469

🍊 📊 💡 Orange: Interactive data analysis

Danfojs ⭐ 4,416

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

Dtale ⭐ 4,407

Visualizer for pandas data structures

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Datascience ⭐ 3,955

Curated list of Python resources for data science.

Pydata Notebook ⭐ 3,666

利用Python进行数据分析第二版 (2017) 中文翻译笔记

Missingno ⭐ 3,472

Missing data visualization module for Python.

Pandas Datareader ⭐ 2,733

Extract data from a wide range of Internet sources into a pandas DataFrame.

Sweetviz ⭐ 2,687

Visualize and compare datasets, target values and associations, with one line of code.

The mitosheet package, trymito.io, and other public Mito code.

Dataframe ⭐ 2,129

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

100 Pandas Puzzles ⭐ 1,977

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

Pandas Videos ⭐ 1,808

Jupyter notebook and datasets from the pandas Q&A video series

Datatable ⭐ 1,763

A Python package for manipulating 2-dimensional tabular data structures

General Assembly's 2015 Data Science course in Washington, DC

Dataprofiler ⭐ 1,310

What's in your data? Extract schema, statistics and entities from datasets

Hamilton ⭐ 1,272

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

Data Forge Ts ⭐ 1,236

The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.

Statistical Analysis Python Tutorial ⭐ 1,233

Statistical Data Analysis in Python

Arcticdb ⭐ 1,071

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

Siuba ⭐ 1,052

Python library for using dplyr like syntax with pandas and SQL

This repository helps you understand python from the scratch.

Pyda 2e Zh ⭐ 824

📖 [译] 利用 Python 进行数据分析 · 第 2 版

Hands On Data Analysis ⭐ 816

动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果

Compilation of R and Python programming codes on the Data Professor YouTube channel.

Awkward ⭐ 772

Manipulate JSON-like data with NumPy-like idioms.

Visualpython ⭐ 748

GUI-based Python code generator for data science, extension to Jupyter Lab, Jupyter Notebook and Google Colab.

Daily Dose Of Data Science ⭐ 691

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

Scikit Mobility ⭐ 653

scikit-mobility: mobility analysis in Python

Pandastable ⭐ 592

Table analysis in Tkinter using pandas DataFrames.

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

Machine Learning ⭐ 537

Practical Full-Stack Machine Learning

Python For Data Analysis ⭐ 506

An introduction to data science using Python and Pandas with Jupyter notebooks

Machine_learning_and_deep_learning ⭐ 492

Hands On Data Analysis With Pandas 2nd Edition ⭐ 473

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

Plotlydash Flask Tutorial ⭐ 466

📊📉 Embed Plotly Dash into your Flask applications.

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark

Hands On Data Analysis With Pandas ⭐ 390

Materials for following along with Hands-On Data Analysis with Pandas.

Prettypandas ⭐ 354

A Pandas Styler class for making beautiful tables

Pandas Js ⭐ 333

Pandas in JavaScript for data analysis and visualization

Bambooai ⭐ 317

A lightweight library that leverages Language Models (LLMs) to enable natural language interactions, allowing you to source and converse with data.

Astro Sdk ⭐ 303

Astro SDK allows rapid and clean development of {Extract, Load, Transform} workflows using Python and SQL, powered by Apache Airflow.

Data Science Hacks ⭐ 300

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

Pandas Workshop ⭐ 285

An introductory workshop on pandas with notebooks and exercises for following along.

Deepgraph ⭐ 274

Analyze Data with Pandas-based Networks. Documentation:

Data Science ⭐ 269

Projects and awesome list for all Data Science fields

Pandasticsearch ⭐ 265

An Elasticsearch client exposing DataFrame API

Rasgoql ⭐ 258

Write python locally, execute SQL in your data warehouse

Rightmove_webscraper.py ⭐ 219

Python class to scrape data from rightmove.co.uk and return listings in a pandas DataFrame object

Data Analysis Using Python ⭐ 215

Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data

Data analysis library for JavaScript built with Ramda

Trackintel ⭐ 171

trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.

Data Analyst Roadmap ⭐ 170

I am sharing my Journey of 66DaysofData into Data Analytics by participating in Ken Jee's #66daysofdata challenge

Visions ⭐ 166

Type System for Data Analysis in Python

Data Analysis ⭐ 155

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。

Data Forge Js ⭐ 142

JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.

Curso Python Analisis Datos ⭐ 140

Curso de python básico orientado al análisis de datos, en español

A free, fast, public domain data science studio

Pandas Tutorial ⭐ 124

Jupyter Notebooks and Data Sets for Pandas Library

Dtale Desktop ⭐ 123

Build a data visualization dashboard with simple snippets of python code

Data_algebra ⭐ 112

Codd method-chained SQL generator and Pandas data processing in Python.

Meerschaum ⭐ 112

Create and manage data pipes with Meerschaum.

Books related to AI/ML/DL/GENAI

Tablexplore ⭐ 96

Table analysis and plotting application written in PySide2/PyQt5

Pytenn2014_tutorial ⭐ 91

PyTennessee 2014: Statistical Data Analysis in Python

Tidypandas ⭐ 89

A grammar of data manipulation for pandas inspired by tidyverse

Pymc Example Project ⭐ 87

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Python Eodhistoricaldata ⭐ 80

Download data from EOD historical data https://eodhd.com/ using Python, Requests and Pandas.

Practicalmachinelearning ⭐ 79

A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source

Hyperspectral_image_analysis_simplified ⭐ 77

The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

Data driven report builder for the Python data ecosystem.

Seaborn Tutorial ⭐ 76

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.

Fairlens ⭐ 76

Identify bias and measure fairness of your data

Product Categorization Nlp ⭐ 70

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Datawranglingpy ⭐ 70

Minimalist Data Wrangling with Python (Open-Access Textbook)

Data Science And Machine Learning Projects Dojo ⭐ 67

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

Pydata Pandas Workshop ⭐ 65

Material for my PyData Jupyter & Pandas Workshops, I'm also available for personal in-house trainings on request

Data_analysis_with_python_and_pandas ⭐ 62

The Code belonging to my course "Data Analysis in Python and pandas"

Kobe Every Shot Ever ⭐ 59

A Los Angeles Times analysis of Every shot in Kobe Bryant's NBA career

Folderstats ⭐ 57

Python module that collects detailed statistics from a folder structure

Staircase ⭐ 57

A powerful data analysis package based on mathematical step functions. Strongly aligned with pandas.

Lapd Crime Classification Analysis ⭐ 54

A Los Angeles Times analysis of serious assaults misclassified by LAPD

Pandas Cookbook Code Notes ⭐ 54

📖 Pandas Cookbook 带注释源码

Data Analysis With Pandas ⭐ 50

Welcome to data analysis with pandas tutorial. In this tutorial i have covered all the topic of pandas and tried to explain with lesser number of words.This tutorial is totally written in jupyter notebook so that anyone can clone and run it.

Go Dataframe ⭐ 50

A simple package to abstract away the process of creating usable DataFrames for data analytics. This package is heavily inspired by the amazing Python library, Pandas.

Python Geopandas Workshop ⭐ 47

In this workshop you will learn about pandas and geopandas by exploring UK Crime Data in a Jupyter notebook

Python for Financial Data Analysis with pandas

Coursera_ibm Data Analyst Professional Certificate_op ⭐ 44

Quizzes & Assignment Solutions for IBM Data Analyst Professional Certificate on Coursera. Also included a few resources on side that I found helpful.

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