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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/thenazar9/user-behavior-email-campaign-analysis-sql

Analysis of user behavior and email campaign performance using BigQuery and Looker Studio, focusing on account creation trends, email engagement, and user segmentation.

analytics bigquery data-analysis data-visualization etl looker-studio sql structured-query-language

Last synced: 16 Oct 2025

https://github.com/atharva309/car-sales-dashboard-powerbi

A Advanced and Interactive Dashboard for Car Sales and more using PowerBI

dashboard data-visualization dax-query interactive-visualizations powerbi

Last synced: 11 Jan 2026

https://github.com/shahbajtahershezan/heart-disease-prediction-ann

Heart Disease Prediction using ANN and ML models. This project performs detailed EDA on heart disease data and trains ANN, Random Forest, Decision Tree, and SVM models to predict heart disease likelihood using features like age, cholesterol, and blood pressure, with visualizations and performance metrics for evaluation.

classification confusion-matrix data-visualization deep-learning-algorithms f1-score heart-disease-prediction keras machine-learning-projects neural-network precision recall tensorflow

Last synced: 14 Apr 2026

https://github.com/darksoulnelson/json-to-excel-converter

This repository provides a tool to convert JSON data to Excel format (.xlsx). It allows you to easily transform structured JSON data into a well-organized spreadsheet for better analysis and visualization.

automation-script automation-tools data-analysis data-converter data-export data-formatting data-tools data-visualization excel excel-automation excel-converter excel-tools json json-exporter json-parser json-processing json-to-csv json-to-excel programming-tools spreadsheet-tools

Last synced: 05 Jul 2025

https://github.com/neerajcodes888/data-science

This repository is a hub for data science enthusiasts, offering a diverse collection of projects, notebooks, and resources covering topics such as data analysis, machine learning, deep learning, and generative AI. Explore innovative ideas, contribute to cutting-edge research, and enhance your skills in the dynamic field of data science

data-analysis data-science data-visualization deep-learning deep-learning-algorithms eda genai jupyter-notebook machine-learning machine-learning-algorithms openai-api pandas plotting python3 sklearn-library streamlit

Last synced: 01 May 2026

https://github.com/darkdk123/simple-heart-disease-classification

This Experiment provides a comprehensive approach to forecast heart disease risks by performing a detailed data analysis, predictive modeling & hyperparameter tuning. This leads to a `LinearSVC` model with 90% Accuracy

classification-algorithm data-science data-visualization exploratory-data-analysis heart-disease-prediction machine-learning

Last synced: 17 Nov 2025

https://github.com/katiesaund/tidy_tuesday

A weekly data project in R from the R4DS online learning community

data-analysis data-visualization datascience plot r rstats tidytuesday

Last synced: 24 Mar 2025

https://github.com/gthomas08/data-visualization-project

Project to download and store files from a site and extract the necessary diagrams using python libraries.

data-visualization python

Last synced: 14 Mar 2025

https://github.com/eea/eea.reveal

Reveal hidden knowledge by visualizing network structure in your data.

data-analysis data-visualization graphviz network-visualization

Last synced: 18 Mar 2025

https://github.com/mzprog/datatables

create a better tables with few lines of code.

data-visualization datatables laravel-package livewire

Last synced: 27 Apr 2026

https://github.com/rahult18/atmo-flow

AtmoFlow is a robust data engineering pipeline built on Google Cloud Platform (GCP) that processes and analyzes weather and air quality data in both batch and streaming modes

airflow data data-modeling data-science data-visualization dataengineering gcp-bigquery gcp-cloud-composer gcp-cloud-functions pyspark

Last synced: 23 Jun 2026

https://github.com/relostar-devil/analyzing-naming-trends-using-python

Analyzes naming trends by processing baby names data from the Social Security Administration (SSA)

data-visualization python

Last synced: 30 Apr 2026

https://github.com/abhipatel35/diabetes_ml_classification

Predict diabetes using machine learning models. Experiment with logistic regression, decision trees, and random forests to achieve accurate predictions based on health indicators. Complete lifecycle of ML project included.

classification data-analysis data-science data-visualization descision-tree diabetes-prediction jupiter-notebook logistic-regression machine-learning model-evaluation open-source pandas pycharm-ide python random-forest scikit-learn

Last synced: 20 Jan 2026

https://github.com/sumanadithan/react-admin-dashboard

A modern React Admin Dashboard built with React, TypeScript, Vite, Tailwind CSS, Framer Motion, TanStack Table, Zustand, and Recharts. It features fast performance, responsive design, dynamic data handling, and testing with Vitest.

admin-dashboard data-visualization framer-motion frontend react recharts responsive-design state-management tailwind-css tanstack-table testing typescript vite vitest web-development zustand

Last synced: 12 Apr 2026

https://github.com/jigyasag18/aircraft-data-management

This repository offers a comprehensive simulation of global military air deployments involving 10 countries, aircraft models, mission types, and strategic zones. It analyzes air power distribution, mission intent (offensive, defensive, support), and geopolitical positioning. The project provides structured insights into regional & zone level threat

aircraft-data aircraft-performance data data-analysis data-visualization database database-management dataset datavisualisation mysql powerbi powerbi-report powerbi-visuals sql

Last synced: 04 Feb 2026

https://github.com/balajimohan18/loan-classification-datascience-project

This project uses machine learning algorithms to predict the classification of loan status. The dataset is loaded and some transformation is done using SQL for getting a proper dataset with some valid informations.

classification data-analysis data-cleaning data-science data-visualization loan-prediction loan-status machine-learning sql supervised-learning

Last synced: 03 Sep 2025

https://github.com/johannaschmidle/bookauthors

Explored a book sales database. Cleaned data using Excel and created an interactive dashboard to analyze author popularity, ratings, and sales trends. The project highlighted key insights such as sales performance and rating distributions [Excel]

author-sales book-sales books data-analysis data-visualization excel

Last synced: 04 Feb 2026

https://github.com/berkeley-gif/caladapt-website-2021

Redesign and rewrite of the website for Cal-Adapt.org

cal-adapt california climate-change climate-models data-visualization svelte

Last synced: 26 Jan 2026

https://github.com/misaghmomenib/shop-revenue-analysis

A Data Analysis Project Aimed at Analyzing and Forecasting Shop Revenue Based on Sales and Other Business Metrics. It Helps to Identify Trends, Patterns, and Key Factors Influencing Revenue to Make Data-driven Decisions for Business Growth.

data-analysis data-visualization python

Last synced: 24 Mar 2025

https://github.com/prekshivyas/datastreamingetl

Utilizing my background and love for Apache Airflow and Data to build a real-time data streaming pipeline

apache-airflow apache-kafka apache-spark apache-zookeeper cassandra data-engineering data-ingestion data-pipeline data-processing data-visualization docker docker-compose

Last synced: 20 Jan 2026

https://github.com/analysisbyvivek/road-accident

Analyzes road accident patterns, exploring factors like lighting, weather, speed limits, time of day, and road conditions to uncover trends in severity and frequency.

data-analysis data-visualization eda jupyter-notebook kaggle tableau-public

Last synced: 19 Jun 2026

https://github.com/noturlee/iris-dataanalyis

This project aims to classify Iris flowers into three species—setosa, versicolor, and virginica—based on their sepal and petal measurements using machine learning techniques. The dataset comprises 150 samples evenly distributed among these species

data-analysis data-modeling data-science data-structures-and-algorithms data-visualization

Last synced: 08 Apr 2025

https://github.com/samaalharbi2/project-data-science-blog-post

A data science project from Udacity’s Nanodegree — exploring what drives developer success

crisp-dm data-analysis data-science data-visualization nanodegree udacity

Last synced: 26 Jan 2026

https://github.com/0xHericles/ufcg-geojson

GeoJSON file containing the blocks and buildings of the Federal University of Campina Grande.

data data-visualization geojson map open-source ufcg university

Last synced: 24 Mar 2025

https://github.com/codesaadumair/exploratory-data-analysis

A centralized repository showcasing various Exploratory Data Analysis (EDA) projects using Jupyter notebooks, visualizations, and accompanying documentation.

data-analysis data-science data-visualization eda jupyter-notebook jupyterlab python

Last synced: 24 Mar 2025

https://github.com/petitatelier/data-sets

A collection of data sets, to play with in visualization experiments

data-visualization dataset

Last synced: 02 Jul 2025

https://github.com/fatihilhan42/hollywood-theatrical-market-synopsis-1995-to-2021

In this project, the data of hollywood film production companies from 1995 to 2021 were examined. Significant tables and graphs were created using data visualization algorithms, with the tickets sold divided into categories.

data data-analysis data-science data-visualization

Last synced: 23 Mar 2025

https://github.com/stopyransky/wdvp

World Government Data Visualisation Prize - submitted work

d3 d3js data-visualization dataviz react svg

Last synced: 18 May 2026

https://github.com/stopyransky/wdvp-eye

Eye on Government data visualization for World Government Summit Prize

d3 d3js data-visualization government-data react react-hooks reactjs scss typescript world

Last synced: 17 Apr 2026

https://github.com/katarzynatondas/salesanalysis-portfolio-power-bi

Repository of Power BI project of data visualization and documentation

data-modeling data-visualization dax powerbi powerquery python

Last synced: 02 Jul 2025

https://github.com/1401dev/iowa-liquor-retail-sales-analysis

This repository contains the analysis of Iowa liquor retail sales data, aimed at uncovering sales trends and forecasting future sales patterns. The project involves data cleaning, preparation, and advanced time series analysis using Microsoft SQL Server and Google Colab.

customer-behavior data-analysis data-cleaning data-science data-visualization exploratory-data-analysis forecasting google-colab machine-learning microsoft-sql-server pandas prophet python retail-analytics retail-sales sales-forecasting sales-performance sql statsmodels time-series-analysis

Last synced: 16 Feb 2026

https://github.com/hannahgsimon/halmodeling2024graphs

Created code to develop and analyze statistical graphs for the spatial radiotherapy model, which can be found at https://github.com/hannahgsimon/HALModeling2024. This project was in association with the Cleveland Clinic Lerner Research Institute, Jacob Scott Lab.

agent-based-model bifurcation-analysis cancer-models computational-biology data-visualization hybrid-automata immune-response mathematical-modelling ordinary-differential-equations radiation-therapy spatial-model statistics systems-biology

Last synced: 23 Nov 2025

https://github.com/katrinleinweber/leaving-the-bar

A less-code variant of Joachim Goedhart's "Leaving the bar in five steps"

barchart boxplot boxplots data-visualisation data-visualization ggplot

Last synced: 20 Aug 2025

https://github.com/gaurav0502/router-traffic-analysis

Exploratory Analysis of the different kinds of traffics being experienced by a router.

data-analytics data-visualization network-analysis python

Last synced: 06 Apr 2025

https://github.com/josephbarbierdarnal/matoolkit

matoolkit is a python package containing a toolbox for creating visually appealing graphs/annotations in matplotlib

data-analysis data-visualization matplotlib

Last synced: 31 Mar 2025

https://github.com/jaewonson37/data_visualization2

Topic : Revealing and analyzing the distribution, frequency, and impact of significant earthquakes that happened across various regions and periods of time with several visualization techniques.

bar-plot binning-plot data-visualization ggplot2 mosaic-plots scatter-plot world-map

Last synced: 11 Jun 2025

https://github.com/andersoncrs/clientes-restaurante-analisis-exploratorio-de-datos--eda-

En este proyecto comprendemos como a partir de los datos de los clientes de un restaurante, se pueden descubrir patrones y detalles interesantes que ayuden a una mejor toma de decisiones basadas en datos.

analisis data-exploration data-visualization notebook restaurant

Last synced: 03 Jul 2025

https://github.com/hossamAhmedSalah/Computer-Vision-

contains my training projects in this field

computer-vision data-visualization detection edge opencv

Last synced: 10 Mar 2025

https://github.com/arthurdanjou/studies

💼 This is the repository containing all my projects done during my studies in Python and R.

ai data data-science data-visualization jupyter jupyter-notebook ml python r

Last synced: 08 Apr 2025

https://github.com/yuchenq/comp90055-project

This is the lastest version of my project belong to Comp90055.

couchdb crawler data-visualization python3 textblob tweepy

Last synced: 16 Jul 2025

https://github.com/albertofaraujo/pbi_data_travels

Melhorar a compreensão dos dados de vendas da empresa Data Travels para identificar oportunidades de crescimento e otimizar suas estratégias de marketing.

data-visualization dax-studio power-query powerbi

Last synced: 26 Jan 2026

https://github.com/amirdora/covid19_lockdown_policies_germany

Python visualisation - Covid19 lockdown policy effects and new cases in germany. Using "Oxford policy tracker" and "Coronavirus Source Data - Our World in Data" data.

data-science data-visualization

Last synced: 13 Mar 2025

https://github.com/urvee1810/eda-time-series

A comprehensive time series analysis of French retail quarterly sales data from 2012 to 2017. The project focuses on analyzing sales patterns, seasonal decomposition, and trend analysis using various statistical techniques and visualizations.

arima-modeling data-visualization exploratory-data-analysis matplotlib numpy pandas pmdarima python scikit-learn seaborn statsmodels time-series-analysis trend-analysis

Last synced: 12 Apr 2026

https://github.com/architj6/cancerguardian

CancerGuardian is a machine learning-powered web app that helps predict breast cancer diagnoses based on cytology measurements. 🩺✨ Built with Streamlit, Scikit-Learn, and Plotly, this tool visualizes tumor characteristics and provides predictions using a trained model. 🚀

binary-classification breast-cancer-prediction classification-models data-science data-visualization deep-learning healthcare healthcare-ai machine-learning medical-ai medical-diagnostics predictive-analytics python streamlit supervised-learning

Last synced: 01 May 2026

https://github.com/apsinghanalytics/bearmarketfollowthroughs

Python Script for Calculating and Visualization Follow Through Rallies during Bear Markets

bear-market data-visualization powerbi recession stock-market time-series

Last synced: 12 Jun 2026

https://github.com/vikpires/ds_tips-dataset

Projeto individual do bootcamp de ciência de dados avanti 2024.2, com o objetivo de analisar e observar padrões no conjunto de dados "Tips".

data-analysis data-science data-visualization exploratory-data-analysis jupyter-notebook matplotlib numpy pandas python seaborn tips

Last synced: 17 Sep 2025

https://github.com/eubrunoo/beer-consumption-predictor

An R project analyzing the impact of environmental factors on beer consumption in São Paulo, with a predictive linear regression model.

data-analysis data-science data-visualization machine-learning r statistical-analysis statistics

Last synced: 02 Apr 2025

https://github.com/hari7261/data-visualization

Python-based application built using CustomTkinter for the graphical user interface (GUI) and Matplotlib for data visualization. It allows users to import datasets, perform real-time data visualization, and analyze data using various chart types and machine learning techniques.

data-analysis data-visualization export hari7261 import python realtime-visualization

Last synced: 17 Jun 2025

https://github.com/ashwin331133/hospital_allpatients_waitinglist_data

This Power BI project analyzes patient waiting lists across various medical specialties and case types (Day Case, Inpatient, Outpatient). The goal is to gain insights to improve healthcare management and resource allocation.

data-analysis data-visualization powerbi

Last synced: 03 Jan 2026

https://github.com/living-with-machines/machines-interactive

This is the “machines interactive” for the Living with Machines exhibit at Leeds City Museum 2022–23.

data-visualization history-of-technology industrial-revolution machines museum museum-experience museum-installation

Last synced: 20 Jan 2026

https://github.com/erabossid/d3js-heatmap

Global Heatmap presentation with D3js and Reactjs

d3js data-science data-visualization heatmap javascript reactjs

Last synced: 10 Mar 2025

https://github.com/githubsolver123/bus-tracker

Real-time bus tracking simulation built with R Shiny and Google Maps API. Visualizes bus movement along Broadway in NYC with 2-second position updates.

data-visualization geospatial gis google-maps-api r r-shiny real-time shiny simulation transportation web-application

Last synced: 01 Apr 2025

https://github.com/v-mayya/quantitative-analysis-data-dashboard

Quantitative survey data analysis using R

data data-analysis data-visualization flourish r

Last synced: 01 Apr 2025

https://github.com/saiteja-talluri/data-analytics-assignement

Report on World Happiness Data (Data Analysis and Visualisation of the data)

data-analysis data-visualization ipynb-jupyter-notebook

Last synced: 20 Jan 2026

https://github.com/mdequeljoe/statsday

understanding financial accounts display at 2018 statistics day

chord-diagram data-visualization financial-markets statistics

Last synced: 08 Apr 2025

https://github.com/h-sutiwas/r2de-2025

This repository is related to the Road To Data Engineer Bootcamp by DataTH. It contains all related coursework, some mini projects and other resources within the field of Data Engineering.

data data-engineering data-visualization docker gcp pipeline spark

Last synced: 30 Apr 2026

https://github.com/isaactrer/trading-gpt

TradeGPT is an intelligent trading bot built with ChatGPT and AI to automate and optimize trading strategies. It analyzes market data, predicts trends, and executes trades in real-time, providing traders with tools to enhance efficiency and profitability.

ai-trading algorithmic-trading automated-trading backtesting chatgpt crypto-trading data-visualization financial-analysis machine-learning market-data openai portfolio-management real-time-data risk-management sentiment-analysis stock-market technical-indicators trade-execution trading-strategies

Last synced: 25 Mar 2025

https://github.com/bhushan148/finance-domain-bank-loan-report-tableau

I analyzed 🏦 bank loan data to reveal trends, KPIs, and insights. Using Tableau 📈 for dashboards and SQL 🗃️ for data extraction, I visualized loan applications, borrower profiles, and repayment behaviors 💡.

bussiness-intelligence dashboard-design data-analysis data-visualization excel figma sql sqlqueries tableau

Last synced: 08 Apr 2025

https://github.com/manikantasanjay/-spatial-analysis-of-temperature-trends

"Global Climate Insights" offers a deep dive into global temperature trends, using spatial analysis and interactive visualizations to highlight the impacts of climate change.

data-visualization folium geospatial matplotlib plotly spatial-analysis temperature-trends

Last synced: 04 Jul 2025

https://github.com/jabonsote/financial-anomaly-detection-with-deepseek-and-isolation-forest

🚀 Financial Anomaly Detection with DeepSeek and Isolation Forest – A powerful, locally-run tool for detecting financial anomalies using Isolation Forest and DeepSeek LLM. Features AI-powered insights, interactive time-series visualization, and automated PDF audit reports. 🔍📊

anomaly-detection chatbot data-visualization deepseek financial-analysis financial-data isolation-forest llm machienlearning ollama report-generator streamlit

Last synced: 12 Apr 2026

https://github.com/pabvald/terrorism-eu

A linear graphic implemented using d3.js which shows the evolution of terrorism in the European Union from 1970 to 2016

d3v4 data-visualization graphics

Last synced: 11 Jun 2025

https://github.com/gabboraron/notes_from_data_visualization-kaggle_course

Make great data visualizations. A great way to see the power of coding!

data-visualization kaggle-courses

Last synced: 06 Apr 2025

https://github.com/sanjana-bongale/walmart_retail_data_visualization_using_powerbi

Interactive Power BI dashboard analyzing Walmart sales data. Covers sales trends, customer insights, and branch performance using charts, KPIs, and filters for age, gender, year, and category. Includes a presentation for business storytelling and insights.

customer-analysis-for-retail dashboard data-storytelling data-visualization powerbi sales-analysis

Last synced: 04 Feb 2026

https://github.com/albertofaraujo/excel_dashboard_prev_fraudes

O objetivo da análise é extrair informações de performances individuais dos colabores de uma empresa fictícia para tomadas de decisão. (Dashbord em Excel)

analise-de-dados dashboard data-visualization excel

Last synced: 06 Jan 2026

https://github.com/leandrocollares/infant-mortality-in-africa

An interactive choropleth map that shows infant mortality rates in Africa between 1960 and 2018

d3 data-visualization react

Last synced: 07 May 2026

https://github.com/bryanfks-dev/klempoken-analysis

Analysis and forcasting model for Klempoken MSMEs

big-data-analytics data-analysis data-forecast data-visualization

Last synced: 01 Apr 2025

https://github.com/davidchocholaty/bithack_hackathon_2024

This repository contains my personal code tasks for the BIT_Hack hackathon, created in 2024.

data-mining data-science data-visualization exploratory-data-analysis hackaton hackaton-project machine-learning

Last synced: 06 May 2026

https://github.com/zulfachafidz/telco_churn_insight_customer_loss_prediction_with_random_forest_and_decision_tree-algorithms

The main problem in the business world is customer churn, or losing customers, especially in the telecommunications industry, which experiences very tight competition. To overcome this problem, an analysis was carried out to help the company understand how many customers have the potential to switch providers.

data data-science data-visualization dataanalysis dataanalyst dataanalytics datadrivenwithdataprovider decision-tree decision-tree-classifier decision-trees random-forest random-forest-classifier

Last synced: 01 May 2026

https://github.com/toodef/light-engine

Lightweight and fast 3D visualisation engine

cpp data-visualization linux python visualization windows

Last synced: 11 Feb 2026

https://github.com/naveen88112/healthcare

HealthCare Data Analysis and Forecasting This project examines healthcare data by processing missing values with KNN imputation, preprocessing features, and training classification models (Logistic Regression and Random Forest). The output includes performance metrics such as accuracy, confusion matrix, precision, recall, and ROC analysis.

data-visualization feature-engineering machine-learning model-evaluation numpy pandas python scikitlearn-machine-learning

Last synced: 12 Apr 2026

https://github.com/lucasfranklinsilva/rnn-lstm

Modelo de Prevenção de Falhas em Turbinas Simuladas Utilizando Redes Neurais Recorrentes

data-visualization deep-learning jupyter-notebook keras machine-learning neural-networks python scikit-learn

Last synced: 12 Apr 2026

https://github.com/anshajk/covid-vaccinations

A repository to track the rate of covid vaccinations in India

covid-19 data-visualization streamlit

Last synced: 17 May 2026

https://github.com/mahmoudnamnam/superstore-analysis

This project explores the SuperStore dataset to uncover insights into sales, profit, and customer behavior. It identifies key trends, regional variations, and product performance, using data analysis and machine learning techniques to guide business strategy and optimize performance.

clustering data-analysis data-science data-visualization geopandas jupyter-notebook machine-learning numpy pandas plotly regression seaborn sklearn

Last synced: 12 Apr 2026

https://github.com/deaneeth/smart-beehive-dashboard

Real-time web dashboard for visualizing beehive metrics including temperature, humidity, weight, bee activity, and alerts. Built with React and Firebase, designed to work with ESP32-based Smart Beehive IoT monitoring hardware.

agriculture-tech beekeeping data-visualization environmental-monitoring firebase iot iot-dashboard nextjs react real-time-monitoring smart-farming typescript

Last synced: 12 Apr 2026

https://github.com/crazy-dot/bank-laon-case-study

Used Exploratory Data Analysis (EDA) to analyse patterns in the bank dataset. The main was to analyse the potential defaulters list and identify the cause for payment default. Tried to understand one of the risk assessment used by the banks and have duplicated the same for this project.

advanced-excel bank-loan-analysis data-analytics data-visualization exploratory-data-analysis statistical-analysis

Last synced: 06 Jan 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 661 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-python-machine-learning-resources 1,884 awesome-datajournalism 170 awesome-expression-browser 163 awesome-qlik 32 awesome-data-journalism 195 awesome-deepnote 41 Road2R 265 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 fucking-awesome-bigdata 414 data-engineering-collection 678 awesome-interests 66 datatools 61 awesome-visual-analytics-healthcare 83 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 605 Uncategorized 540 Software packages 402 Literature and Media 384 Python 374 UI Components 278 Tools 275 Table of Contents 226 Learning Resources 211 Machine Learning 205 Data and models 202 Books 202 Training Resources 201 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 163 Deep Learning Framework 152 Socialize 141 Other Awesome Lists 136