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An open API service indexing awesome lists of open source software.

Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

https://github.com/touppercase78/salary-prediction-collection

Salary predictions with ML models and analyses on datasets from several other GitHub repos

data-analysis data-visualization datasets machine-learning python3 regression-models

Last synced: 02 May 2026

https://github.com/jlee9503/telecommunication-churn

Analyze key factors influencing customer churn using Python data analytics technique. Explore key factors through data preprocessing, exploratory data analysis (EDA), and predictive modeling.

data-analysis data-visualization matplotlib pandas python scikit-learn

Last synced: 18 Jan 2026

https://github.com/abinjohn8138-commits/churn-analysis

This project focuses on analyzing customer churn behavior within a telecommunication company using visual insights. The goal is to understand what factors lead to customer attrition and help the business take proactive steps to retain customers.

colab-notebook data-visualization excel insights jupyter-notebook pandas python

Last synced: 05 May 2026

https://github.com/mgckaled/rs_data-analytics

Repositório agregador do conteúdo da formação Data Analytics desenvolvido pelo Rocketseat.

data-analytics data-visualization python sql statistics

Last synced: 09 Oct 2025

https://github.com/alokthedataguy/financial-friend-web-app

Financial Friend is a privacy-first web app that takes a user’s payment statement (PhonePe, GPay, bank CSV/PDF), cleans and understands it, and then talks back like a friend—giving simple, human answers (plus a few tiny visuals) to questions people actually care about.

data-analysis data-science data-visualization fastapi finance-management financial-analysis financial-data insights personal-finance-and-data-anlaysis python react

Last synced: 14 Apr 2026

https://github.com/priyanshubiswas-tech/priyanshubiswas-tech

SWE-Data Engineer @ EDN | Kubeflow-MLOps | Kubernetes | Databricks | AWS EMR-Lambda-Glue, Eventbridge, SQS-SNS | OCI Multi-Cloud Architect Professional | GCP GA4 | Gen AI | IEEE Brand Amb. | Ex-Chair, PES | Ex-Sec, SB

apache-spark aws data-analysis data-engineering data-visualization dbt hadoop kubernetes python3 sql

Last synced: 21 Jan 2026

https://github.com/mindrones/dualagn

Active galaxies: emission line diagrams (https://github.com/astroboxio/d3.js_dAGN_BPT)

astronomy chart d3js data-visualization galaxy interactive

Last synced: 16 May 2026

https://github.com/hirkojoba/fintrack

Full-stack financial tracking app with ML forecasting and AI insights. Built with Rails, PostgreSQL, Python/scikit-learn, and OpenAI API.

artificial-intelligence data-visualization fintech full-stack machine-learning openai postgresql python ruby-on-rails scikit-learn

Last synced: 14 Apr 2026

https://github.com/nidhi-kekatpure/churn-prediction-for-subscription-customers

End-to-end customer churn prediction using AWS SageMaker, XGBoost, and Python - complete ML pipeline from data generation to real-time inference with 79% AUC score.

aws business-intelligence data-science data-visualization jupyter-notebook predictive-analytics

Last synced: 16 May 2026

https://github.com/rohanchawla972/business-analytics-and-visual-storytelling

Business analytics repository integrating multi-source datasets and applying advanced methods — EDA, clustering, panel regression, sentiment analysis, and data storytelling — to extract actionable insights across hospitality, innovation, and financial services.

business-analytics clustering data-visualization jupyter-notebook predictive-modeling python storytelling

Last synced: 18 May 2026

https://github.com/anandu-jpg/coffee-shop-sales-analysis

This project analyzes coffee shop sales data to identify trends, patterns, and insights that can help improve operations, boost revenue, and enhance the customer experience.

business-intelligence data-analysis data-visualization exploratory-data-analysis jupyter-notebook pandas phyton

Last synced: 18 May 2026

https://github.com/salma-mamdoh/a-visual-history-of-nobel-prize-winners-project

My project aims to practice Data Analysis and Data Visualization on DataCamp

data-analysis data-visualization datacamp matplotlib pandas python seaborn

Last synced: 04 May 2026

https://github.com/allanreda/automated-k-means-clustering-engine

An interactive K-Means clustering tool built with Flask and Scikit-Learn, supporting Excel file uploads, cluster analysis, and data export, deployed on Google Cloud Run via Docker with CI/CD integration.

cicd css data-visualization deployment docker flask google-cloud-run html javascript k-means-clustering machine-learning matplotlib numpy pandas python scikit-learn

Last synced: 19 Jan 2026

https://github.com/controldata23/automobiles-data-exploration

An Exploratory Data Analysis done on an Automobiles dataset from kaggle

data-exploration data-visualization eda jupyter-notebook matplotlib python-data-analysis

Last synced: 19 Jan 2026

https://github.com/priyanshubiswas-tech/deloitte-daikibo-telemetry-analysis-task-1

Tableau dashboard analyzing Daikibo telemetry data. Tracks downtime by factory/device with interactive filters. Deloitte task solution with JSON processing.

data-analysis data-visualization deloitte json tableau tableau-public

Last synced: 11 Oct 2025

https://github.com/azaz9026/email-spam-detection

Welcome to the Email Spam Detection project! This repository provides a machine learning model for detecting spam emails using a Naive Bayes classifier and a simple web interface built with Streamlit.

data-analysis data-cleaning data-structures data-visualization deep-learning machine-learning python sql streamlit

Last synced: 14 Apr 2026

https://github.com/vinay-jose/territorial-sales-dashboard

EDA was carried out in the sales data of Atliq Technologies and a Dashboard was created in PowerBI to draw insights.

data-analysis data-visualization powerbi-desktop sql

Last synced: 11 Oct 2025

https://github.com/mitgar14/etl-workshop-2

Workshop #2 (ETL process using Airflow) for the ETL course using Apache Airflow to build a data pipeline.

airflow data-engineer data-engineering data-visualization etl pandas postgresql powerbi python sqlalchemy

Last synced: 14 Apr 2026

https://github.com/ahsankhizar5/retail-sales-analysis-python-powerbi

A complete retail sales analytics project using Python for data cleaning and EDA, and Power BI for dashboard visualization. Built as a capstone for the Business Analytics Bootcamp by CourseMea.

business-analytics capstone-project coursemea dashboard data-visualization eda exploratory-data-analysis powerbi python python3 retail-data

Last synced: 31 May 2026

https://github.com/minervarose/applysignal

Candidate-side recruitment intelligence dashboard for tracking job applications, scoring process signals, and prioritizing opportunities.

candidate-experience career-tools dashboard data-visualization decision-support job-search portfolio-project python recruitment streamlit

Last synced: 24 Jun 2026

https://github.com/nafis2508/australia-population-insights

Interactive Power BI dashboard analyzing Australia's population trends (1996–2016) across gender, age, region, and country of birth using ABS Census data. Built for data-driven policy, migration, and urban planning insights.

abs-data australia census dashboard data-storytelling data-visualization dax demographics etl power-bi

Last synced: 24 Jun 2026

https://github.com/dzakwanalifi/stadata-x

Terminal UI untuk menjelajahi dan mengunduh data BPS Indonesia secara interaktif

bps-api cli-app data-analysis data-visualization indonesia-statistics indonesian-data open-data python statistics terminal-ui textual tui

Last synced: 20 Jan 2026

https://github.com/abeltavares/postql

Python library and command-line interface (CLI) tool for interacting with PostgreSQL databases, providing simplified database management, query execution, and result export functionalities.

cli command-line-interface data-analysis data-engineering data-export data-management data-processing data-visualization database database-administration database-tools etl oop postgres postgresql psycopg2 python sql sqlalchemy wrapper

Last synced: 19 Jan 2026

https://github.com/luzmo-official/temperature-increase

A web app displaying Global temperature rises since 1961 based on the dataset made public by FAOSTAT

climate dashboard data-visualization temperature

Last synced: 19 Jan 2026

https://github.com/moustafamohamed01/san-francisco-salaries-data-analysis

Salary Data Analysis 💰📊 An analysis of salary data to uncover trends, distributions, and anomalies in employee compensation. This project involves data cleaning, visualization, and statistical analysis to explore salary trends, job roles, and correlations. Insights are presented using Python and Jupyter Notebook. 🚀

data-cleaning data-visualization jupyter-notebook matplotlib pandas python seaborn

Last synced: 08 May 2026

https://github.com/louisfernando1204/websocket-benchmark

A comprehensive performance testing and analysis suite designed to evaluate and compare different WebSocket server implementations across various programming languages and libraries.

benchmarking broadcast-test coder-websocket csv data-analysis data-visualization echo-test golang gorilla-websocket nodejs python3 socket-io websocket-client websocket-server ws

Last synced: 09 Apr 2026

https://github.com/ashioyajotham/data_centers_are_eating_the_world

This idea is mostly how supercomputers (AI data centers) are coming up fast so it is an attempt to map them like Semi-Analysis does

data-center data-visualization mapping neon-postgres neondb postgis-database render-deployment supercomputers typescript vercel-deployment

Last synced: 01 Jul 2026

https://github.com/code-with-zeeshan/remote-work-productivity-analyzer

ProductivityAnalyzer v2.0 — A desktop application that tracks and analyzes user activity with smart categorization, focus mode, goal setting, visual reports, AI suggestions, and dark mode. Built with Python, PyQt5, PostgreSQL.

activity-tracker data-visualization desktop-app focus-mode postgresql productivity pyqt5 python

Last synced: 27 Jun 2026

https://github.com/pngo1997/chicago-airbnb-listings

Interactive Chicago Airbnb listings geospatial map.

data-visualization geospatial html python visualization

Last synced: 31 May 2026

https://github.com/coderjolly/utilisation-analysis

This provides a small glimpse of the IISc's, Supercomputer Education Research Centre (SERC) resource data, and how it was ingested, extracted to produced relevant results for data analysis between actual resource utilisation and simulated resource utilisation.

csv-parser-python data-transformation data-visualization flow plotly-dash plotly-python

Last synced: 14 Oct 2025

https://github.com/5hraddha/ice-video-games-sales-analysis

Analysis of video game sales data of an online store Ice, which sells video games all over the world & identify patterns that determine whether a game succeeds or not.

data-visualization matplotlib numpy pandas requests-module scipy seaborn

Last synced: 14 Apr 2026

https://github.com/sckonung/padnas_spotify_analyze

Data Transformation and Visualization For Dataset

data-science data-visualization pandas plotly python

Last synced: 14 Apr 2026

https://github.com/jshaw/timemachinejs

An app to travel back in time through your PubNub history messages. Will allow for history pagination, step backwards through historical messages with customizable delays and of course data export based on selected time or a full data dump.

bigdata data-visualization javascript nodejs pubnub utility

Last synced: 27 Jun 2026

https://github.com/hamburgj/survivor-stats

Interactive visualization of Survivor US contestant statistics and season data, as well as connection path finding.

data-visualization graph interactive-visualizations react reactjs statistics survivor

Last synced: 16 Apr 2026

https://github.com/muhammadmoiz367/powerbi-loan-dashboard

Interactive Power BI dashboard analyzing loan amounts, year-over-year changes, and regional default trends.

business-intelligence dashboard data-visualization financial-analysis loan-analysis powerbi reporting

Last synced: 24 Feb 2026

https://github.com/hase3b/flask-dash-interactive-dashboard

An interactive data visualization dashboard created using Flask and Dash. This project includes comprehensive data preparation, exploratory data analysis (EDA), and dynamic visualizations with Seaborn and Plotly. Explore the multi-page Dash app with features like dropdowns and callbacks for updated plots.

callbacks dash dashboard data-analysis data-visualization dropdown eda flask interactive plotly seaborn web-app

Last synced: 19 May 2026

https://github.com/aishanipach/data-visualizer

Visualize data according to month and year build using reactjs.

data-visualization frontend react reactjs

Last synced: 14 Apr 2026

https://github.com/gia-lexa/real-time-data-visualizer

An opportunity to tinker with data viz, this Python app tracks live stock prices using the Yahoo Finance API and surfaces the price changes in real-time using live-updating data visualizations.

data-visualization python

Last synced: 17 Oct 2025

https://github.com/saagpatel/sovereign

Browser-based geopolitical simulator — apply policy levers to 18 countries and watch cascading effects over 60 months

d3 data-visualization geopolitics monte-carlo nextjs simulation typescript web-worker

Last synced: 28 Jun 2026

https://github.com/farhad-here/predict_student_performance

Predict Student Performance, is a data analysis and machine learning project aimed at predicting students' final performance (g3) based on demographic, family, and academic features. The project supports both Regression (predicting exact grades) and classification (Pass/Fail categories).

classification data-analysis data-visualization linear-regression machine-learning numpy pandas postgresql powerbi scikit-learn streamlit

Last synced: 14 Apr 2026

https://github.com/omarsalemdmet/multidimensional_visualization_in_opengl

This project demonstrates two distinct techniques for visualizing multidimensional data using C++ and OpenGL

cpp data-visualization opengl visualization

Last synced: 07 May 2026

https://github.com/emirhansilsupur/hotel-booking-analytics-dashboard

Interactive Power BI dashboard visualizing hotel booking metrics for two Portuguese properties (Algarve resort & Lisbon city).

dashboard data-visualization power-bi

Last synced: 27 Jan 2026

https://github.com/lasyakonduru/e-commerce-analysis-using-advanced-sql

This project analyzes e-commerce order fulfillment using Advanced SQL Techniques and Python-based visualization to uncover insights on sales trends, customer segmentation, shipping cost optimization, and payment preferences.

business-analytics common-table-expressions customer-segmentation data-visualization database-design indexing normalization-techniques partitioning window-functions-in-sql

Last synced: 24 Jan 2026

https://github.com/ahmedmmahrous/movie-recommendation-and-analysis

Perform analysis and Basic Recommendations based on Similar Genres and Movies which Users prefer.

data-visualization feature-engineering nu pan py recommender-system seaborn

Last synced: 03 Feb 2026

https://github.com/kamiviolet/d3_collections

As decribed, all kinds of chart and data visualisation with D3

charts d3 data-visualization

Last synced: 29 Apr 2026

https://github.com/veydantkatyal/carbon-emission-analysis

explore and visualize global carbon emissions trends and their environmental impact.

carbon-emissions climate-change data-visualization

Last synced: 12 Apr 2025

https://github.com/keerthanapalanikumar/prodigy-infotech

This repository contains data science projects from my Prodigy Infotech internship, including data visualization, cleaning and EDA on the Titanic dataset, a decision tree classifier for the Bank Marketing dataset, and Twitter sentiment analysis.

data-cleaning-and-eda data-visualization decision-tree-classifier sentiment-analysis

Last synced: 23 Oct 2025

https://github.com/leonardoberlatto/tableau-life-expectancy

Animation to present the development of life expectancy and fertility rate over the years in different countries

charts data-science data-visualization tableau

Last synced: 12 Jan 2026

https://github.com/ddihora1604/social_media_analysis

A powerful, interactive dashboard for analyzing social media conversations, trends, and network dynamics. This tool allows researchers and analysts to explore patterns in social media data, identify key trends, and detect coordinated behavior.

aiml css data-analysis data-visualization html javascript python

Last synced: 01 Jul 2026

https://github.com/jofaval/sonar

Binary Classification of Sonar Signals of Rocks and Metal cylinders in 1987

data-analysis data-science data-visualization machine-learning python scikit-learn sonar uci

Last synced: 09 Apr 2026

https://github.com/pocper1/visual-volume

Visual Volume visualizes volumetric data using Three.js and WebGL, rendering 3D data from sources like CT scans.

3d-graphics ct-scans data-visualization three-js volume-rendering webgl

Last synced: 28 Jan 2026

https://github.com/pashamakhilkumarreddy/go-d3

Sample D3.js snippets served with golag

d3js data-visualization golang

Last synced: 02 Apr 2026

https://github.com/sanatladkat/superstore-dashboard

This repository contains a PowerBI dashboard analyzing sales data. The dataset provides insights into various aspects such as sales performance, profitability, customer segments, and regional trends. The dashboard was created to facilitate a clear understanding of key metrics and to guide decision-making processes.

analytics data-visualization powerbi

Last synced: 08 Apr 2026

https://github.com/a26nine/kortext-usage-dashboard

An interactive data visualisation dashboard built using Tableau software to understand the value of digital resources issued on Kortext platform at Middlesex University, London.

data-analysis data-science data-visualization knime tableau

Last synced: 01 Feb 2026

https://github.com/kevinwood15/python_twitter_datawrangling_project

The main objectives of this project is to wrangle (clean) and analyze twitter data. I deal with some messy data, clean it, then plot some visualizations of the data to analyze it.

cleaning-data data-science data-visualization python wrangling-data

Last synced: 18 May 2026

https://github.com/adhit-r/holocron

A 3D Star Wars universe explorer. Galaxy, timeline, Force-lineage, datapad — one selection drives all four. Next.js + R3F + Tailwind. Real public data, no backend.

3d data-visualization embeddings force-graph good-first-issue interactive knowledge-graph nextjs react react-three-fiber semantic-search shaders star-wars tailwindcss threejs transformers-js typescript webgl webgpu wookieepedia

Last synced: 18 May 2026

https://github.com/gui-sitton/games

Identify patterns that determine whether a game is successful or not. This will allow you to identify potential big winners and plan advertising campaigns.

data data-analysis data-analysis-python data-science data-visualization python

Last synced: 18 May 2026

https://github.com/jmofuture/movies_datdata

Microsoft Power BI - Introduction to Power BI Tutorial

csv data-visualization dataset dax powerbi powerquery

Last synced: 27 Oct 2025

https://github.com/dkoh2018/car_shopping

A car price analysis tool with brand comparisons, trend tracking, and interactive visualizations. Built with Python and Streamlit

automotive car-market data-visualization price-analysis price-tracker python streamlit web-scraping

Last synced: 18 May 2026

https://github.com/farzeen-2001/blinkit-sales-analysis-using-powerbi

The project provides an overview about the BlinkIt Sales performances

data-analysis data-visualization datacleaning excel powerbi

Last synced: 24 Jan 2026

https://github.com/ayax537/codsoft-task2

Second task on CodSoft Internship Transaction Fraud Detection! During my CodSoft internship, I worked on a challenging project focused on detecting fraudulent credit card transactions

data-modelling data-visualization eda machine-learning model-evaluation

Last synced: 29 Oct 2025

https://github.com/svdexe/powerbi-mysql-hr_dashboard

Comprehensive HR analytics dashboard combining SQL data processing and Power BI visualization. Features employee demographics, attrition analysis, hiring trends, and geographical distribution with interactive filters and insights.

dashboard data-visualization hr-analytics mysql powerbi

Last synced: 28 Jan 2026

https://github.com/aykutsahinn/covid19_cases-data_analysis

Covid_19 Vakalarının Veri Analizi ve Görselleştirilmesi

analysis data-visualization html jupyter-notebook python

Last synced: 29 Jan 2026

https://github.com/neuraladitya/polynomial_regression_c

A high-performance polynomial regression implementation in pure C with gradient descent optimization and visualization support.

algorithm-implementation c-programming csv-processing data-science data-visualization high-performance-computing machine-learning numerical-computing polynomial-regression regression-analysis

Last synced: 05 Apr 2025

https://github.com/yusuf4030/the-data-analyst-toolkit

📊 Explore essential data analysis tools organized by role and task, empowering users from students to professionals with quick access to valuable resources.

budget budget-management business-intelligence charts cookbook cureated-list data data-analysis-python data-visualization internet-of-everything internet-of-transport large-language-models nse open-source python selenium stock-market traffic-analysis

Last synced: 18 May 2026

https://github.com/samjoesilvano/airline_ticket_fare_prediction

Airline Fare Prediction using Machine Learning focuses on developing a Random Forest model to predict flight prices, achieving an R² score of 0.804. The project includes hyperparameter tuning using RandomizedSearchCV, alongside extensive data preprocessing and feature engineering to ensure robust model performance.

airline-fare-prediction data-preprocessing data-visualization feature-engineering feature-selection hyperparameter-tuning machine-learning pandas python random-forest randomizedsearchcv regression-analysis scikit-learn

Last synced: 15 Apr 2026

https://github.com/dcostachar/pet-store-transactions-analysis

An analysis of a pet store's transactions dataset using Python to clean, explore, and visualize key trends in product sales.

data-cleaning data-visualization exploratory-data-analysis matplotlib pandas python seaborn

Last synced: 15 Apr 2026

https://github.com/stynw7/data_mining

Provides Computer Science material especially at Database Major which is Data Mining ⛏️⛏️

classification clustering data-mining data-visualization database outlier-detection r-programming

Last synced: 30 Jan 2026

https://github.com/pradip-data/power-bi-cyber-crime-dashboard

This interactive Power BI dashboard provides a comprehensive analysis of cyber crime trends across India. It helps identify key patterns, high-risk areas, financial impacts, and the most common types of cyber attacks.

anomaly-detection crime-trends cyber-crime-overview data-visualization incident-reports real-time-monitoring

Last synced: 31 Jan 2026

https://github.com/jujulis18/olympicsmedalsdashboard

Olympic Dashboard – Paris 2024 est un tableau de bord interactif permettant d’explorer les performances des athlètes médaillés des Jeux Olympiques d’été de Paris 2024.

dashboard data-analysis data-visualization eda olympic python streamlit

Last synced: 31 Jan 2026

https://github.com/l-gre/data_analytics_for_finance

Comprehensive course materials for the Data Analytics for Finance - Master Programme, covering data manipulation, statistical analysis, visualisation, automation, and real-world case studies using industry-standard tools.

automation data-cleaning data-manipulation data-visualization excel hypothesis-testing industry-applications matplotlib numpy pandas python real-world-case-studies regression-analysis seaborn sql statistical-analysis tableau workflow-automation

Last synced: 15 Apr 2026

https://github.com/shafaq-aslam/pandas-lab

A comprehensive collection of Jupyter notebooks exploring Pandas, from Series and DataFrames to data cleaning, aggregation, merging, and visualization. A complete hands-on guide for mastering data manipulation and analysis with Python.

analytics data-analysis data-cleaning data-science data-visualization dataframe jupyter-notebook machine-learning pandas pandas-dataframe pandas-library pandas-series python python3 series

Last synced: 15 Apr 2026

https://github.com/steviecurran/gbt-scripts

IDL scripts for the reduction of Green Bank Telescope data

data-analysis data-compression data-visualization radio-astronomy spectroscopy

Last synced: 31 Jan 2026

https://github.com/busesimsek/retail-sales-dashboard

An interactive Excel dashboard analyzing retail sales, customer demographics, and product trends using pivot tables, charts, and KPIs to deliver actionable insights.

data-visualization excel excel-dashboard retail-sales-dashboard

Last synced: 07 Feb 2026

https://github.com/tapas-gope/global-superstore-sales

This repository contains a Power BI dashboard designed to provide comprehensive insights into sales performance across various regions, segments, and products. The dashboard utilizes a variety of visualizations, including bar charts, line charts, maps, and tables, to effectively communicate key metrics and trends.

business-intelligence data-analysis data-modeling data-visualization financial-reporting powerbi sales-analysis

Last synced: 07 Feb 2026

https://github.com/sofvanh/democratic-backsliding-viz

Interactive data visualization showing the global state and development of democracy. Dataset: V-Dem Core v14

data-visualization democracy react

Last synced: 15 Apr 2026

Data visualization Awesome Lists
awesome-datascience 944 awesome-creative-coding 410 awesome-bigdata 668 awesome-jupyter 208 go-recipes 182 awesome-dataviz 159 awesome-single-cell 520 awesome-python-data-science 382 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-ggplot2 665 awesome-data-analysis 936 awesome-clojurescript 124 awesome-frontend-gis 199 awesome-open-data-centric-ai 56 data-science-with-ruby 101 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-biological-visualizations 70 awesome-datajournalism 170 awesome-python-machine-learning-resources 1,884 awesome-expression-browser 163 awesome-qlik 32 awesome-data-journalism 195 awesome-deepnote 41 Road2R 274 fucking-awesome-creative-coding 85 awesome_science 73 awesome-julia-list 42 awesome-list 1,345 fucking-awesome-machine-learning 940 fucking-awesome-datascience 238 data-engineering-collection 678 fucking-awesome-bigdata 414 awesome-interests 66 awesome-visual-analytics-healthcare 83 datatools 61 awesome-vega 40 awesome-dataviz 34 awesome-interactive-earth-viz 60 awesome-react-components 556 creative-coding-resources 48 awesome-nsw-open-data 118
Data visualization Categories
The Data Science Toolbox 602 Uncategorized 527 Software packages 402 Literature and Media 384 Python 374 Table of Contents 298 UI Components 278 Tools 274 Learning Resources 211 Machine Learning 210 Data and models 205 Books 204 Plot layers 202 Training Resources 200 文本数据和NLP 190 Software list 189 Data Visualization 167 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133