Data

Tools

Indexes

Applications

Experiments

Awesome

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/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/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/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: 30 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/sayamalt/titanic-survival-prediction

Successfully developed a Logistic Regression model for predicting the survival of a passenger aboard the Titanic ship based on his/her various features such as gender, age, passenger class, no. of siblings, embarkation location, etc.

data-cleaning data-preprocessing data-visualization exploratory-data-analysis logistic-regression machine-learning sklearn

Last synced: 18 May 2026

https://github.com/syncfusionexamples/creating-the-wpf-stackedarea-chart-to-visualize-wealth-distribution-in-america-from-1990-to-2023

This sample demonstrates how to Create the Syncfusion WPF Stacked Area Chart to visualize wealth distribution in America based on income groups from 1990 to 2023.

chart-annotations chart-appearance chart-customization charting-library charts data-visualization stacked-area-chart text-annotation wpf-chart wpf-sfcharts

Last synced: 20 Aug 2025

https://github.com/vetrivel07/tableau-projects

This is my Tableau project repository to showcase my Data Visualization Skills.

dashboard data-cleaning data-schema data-visualization tableau

Last synced: 15 Jun 2025

https://github.com/vetrivel07/flight-price-prediction

Developed a flight price prediction model using Python, analyzing historical data to forecast airfare prices and help travelers make informed booking decisions

data-analysis data-visualization jupyter-notebook numpy pandas python

Last synced: 15 Jun 2025

https://github.com/adriangalvanzamora/ecommerce-analytics-olist

Data analysis project based on the Olist Brazilian E-Commerce dataset. Includes data cleaning, exploratory analysis, delivery performance metrics, customer satisfaction modeling, and geospatial insights. Built entirely in Python (Jupyter Notebook) using real-world data from Kaggle.

brazil customer-satisfaction data-analysis data-visualization ecommerce folium geospatial-analysis machine-learning matplotlib notebook pandas plotly python seaborn

Last synced: 06 May 2026

https://github.com/syncfusionexamples/how-to-add-images-as-category-in-.net-maui-cartesian-chart-axis-labels

This article in the Syncfusion Knowledge Base explains how to add an image in category axis labels in a .NET MAUI Cartesian chart.

axis-customization category-axis charts column-chart data-visualization dotnet-maui maui-chart sfcartesianchart

Last synced: 03 Apr 2025

https://github.com/syncfusionexamples/how-to-add-multiple-trackballs-in-a-wpf-sfchart

Learn how to add multiple trackballs to a single WPF SfChart and drag them independently to view the information of different data points at the same time.

chart-trackball charting-library charting-tools custom-trackball data-visualization interaction interactive-chart line-chart multiple-trackball sfchart trackballs wpf-sfchart

Last synced: 03 Apr 2025

https://github.com/drisskhattabi6/meteo-data-mining

This repo contains using Data Mining Techniques to analyze meteorological (meteo) data. The objective is to extract meaningful insights and patterns from the data that can aid in understanding weather phenomena and predicting future weather conditions.

cart data-analysis data-mining data-visualization decision-making decision-tree extract-data extract-insights insights-analytics insights-data k-means knn machine-learning svm

Last synced: 21 Mar 2025

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/diriho/pi-approximation

Pi approximulation using the Monte Carlo Simulation🥧🥧 This python program approximate pi - 𝛑 depending on the number of dots entered. The more dots entered, the better the approximation is.

data-visualization loops-and-iterations monte-carlo-simulation python3 random-distributions vizualisation

Last synced: 15 Jun 2025

https://github.com/jonprice99/regional-election-analysis

An analysis of election results in Allegheny County using Pandas and other Python libraries to better understand the voting habits, practices, and preferences of regional voters.

data data-visualization election-analysis election-data pandas python

Last synced: 05 May 2026

https://github.com/pablobernabeu/depictr-py

A unified, colourblind-safe toolkit for publication-ready statistical visualisation in Python (plotnine). The sibling of the depictr R package.

accessibility colorblind data-visualization ggplot plotnine plotting python scientific-visualization statistics visualization

Last synced: 30 Jun 2026

https://github.com/outadoc/repo-lang-history

Generate language history data across the lifetime of your repository

data-visualization git graph

Last synced: 15 May 2026

https://github.com/ryancoll/hackduke-2021

Using maps created in Google Data Studio and charts from react-chartjs-2, EnviroView is an online environmental database tool designed for efficient and easy access to insightful information regarding the United States’ impact on the environment through four key categories: Nature, Energy, Transportation, and Household.

data-visualization maps-data react react-chartjs-2

Last synced: 15 May 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/batthulavinay/basic-linear-regression

This project demonstrates Basic Linear Regression using Python. The notebook includes dataset loading, exploratory data analysis, model training, evaluation, and visualization of results.

data-visualization datapreprocessing exploratory-data-analysis linear-regression matplotlib modelevaluation pandas-library

Last synced: 13 Apr 2025

https://github.com/12danielll/neurogenomics_project

This project focuses on analyzing sequencing data to understand molecular mechanisms of neurological diseases and predict the effectiveness of immunotherapy in breast cancer patients. It integrates Python and R scripts for data processing, statistical analysis, and visualization, alongside a comprehensive report detailing methods and findings.

bioinformatics biostatistics clustering clustering-algorithms data-analysis data-visualization deseq2 differential-gene-expression functional-analysis immune-therapy machine-learning neurological-disease neuroscience pca-analysis python r seurat single-cell-analysis

Last synced: 06 Apr 2026

https://github.com/bamresearch/sofa

SOftware for Force Analysis - A graphical user interface to analyze Atomic Force Microscopy Force Spectroscopy data

atomic-force-microscopy data-science data-visualization

Last synced: 17 Jan 2026

https://github.com/rathod-shubham/google-data-analytics

Learning a wide range of skills that are useful in everyday life as well as being a data analyst.

data-analysis data-analysis-in-r data-analyst data-analyst-nanodegree data-analytics data-visualization google

Last synced: 03 Feb 2026

https://github.com/pentalpha/bti-performance-study

A series of analysis on a large amount of data about the grades of students in the Technology Information course at UFRN

analysis big-data clustering data-analysis data-science data-visualization ipynb ipython jupyter-notebook performance-analysis plot python python3

Last synced: 15 May 2026

https://github.com/danielrosehill/impactweightedaccounts

A repository for hosting data and data visualisations related to the work of the International Foundation for Valuing Impacts and other organizations pioneering the development and adoption of these methods (disclaimer: this is an independent project not affiliated or associated with any particular entity).

accounting data-visualization impact-transparency

Last synced: 03 May 2025

https://github.com/asuquoaa/predicting_viewer_engagement_with_educational_videos

This project uses machine learning to predict video engagement based on features such as transcript complexity, speaker speed, and silence periods. By understanding the factors influencing engagement, we can improve content recommendations and educational experiences.

data-visualization exploratory-data-analysis machine-learning scikit-learn

Last synced: 15 May 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/alvinluo-tech/intimacy-tracker

Encounter — Map your shared journey. A secure digital sanctuary for couples to visualize their footprints, track shared patterns, and celebrate intimacy through data-driven storytelling.

couple-app data-visualization intimacy-tracker personal-growth tailwind-css

Last synced: 15 May 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/sanjana-bongale/cancer_survival_data_analysis_and_prediction_using_logistic_regression

This project performs data analysis using Python to predict cancer patient survival outcomes. It involves data cleaning, exploratory analysis, and visualizations to explore factors like cancer type, stage, and treatments. A logistic regression model is built to predict patient survival based on demographic and medical data.

data-analysis data-cleaning data-science data-visualization eda jupyter-notebook kaggle logistic-regression machine-learning matplotlib numpy pandas predictive-modeling python scikit-learn seaborn

Last synced: 08 Apr 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/tralahm/octave-matlab

Using matlab and octave for machine learning and numerical computing

data-science data-visualization machine-learning matlab octave-functions octave-scripts tralahm tralahtek

Last synced: 13 Jun 2026

https://github.com/vaxdata22/zillow-rapid-api-end-to-end-etl-data-pipeline-by-airflow-on-ec2

This is an end-to-end AWS Cloud ETL project. This data pipeline orchestration uses Apache Airflow on AWS EC2 as well as AWS Lambda. It demonstrates how to build ETL data pipeline that would perform data transformation using Lambda function as well as loading into a Redshift cluster table. The data would then be visualized using Amazon QuickSight.

amazon-quicksight amazon-redshift apache-airflow aws-ec2 aws-lambda aws-s3 business-intelligence dags data-visualization etl-pipeline orchestration python3 rapid-api zillow-house-listings

Last synced: 19 May 2026

https://github.com/dmarks84/ind_project_data-science-london-scikit-learn--kaggle

Independent Project - Kaggle Competition -- I worked on the Data Science London data set for the Data Science London + Scikit-learn competition.

classification cross-validation data-modeling data-reporting data-visualization dataframes eda grid-search matplotlib numpy pandas python sklearn statistics supervised-ml

Last synced: 06 Apr 2026

https://github.com/bjornmelin/data-analytics-playground

🧐 Collection of academic data analytics projects showcasing exploratory data analysis, geographic visualization, and interactive dashboards.

data-analysis data-analytics data-visualization geographic-analysis ggplot interactive-maps leaflet r r-programming shiny tidyverse

Last synced: 06 Apr 2025

https://github.com/abdoomohamedd/data-science-projects

A collection of data science projects ranging from exploratory data analysis to predictive modeling and clustering. Each project is designed to solve specific problems or explore particular datasets using various data science techniques and tools.

data-analysis data-analysis-python data-cleaning data-science data-visualization machine-learning machine-learning-algorithms

Last synced: 14 May 2025

https://github.com/curatorcodicis/reddit-sentiment-analyzer

A Python-based tool that analyzes sentiment trends in Reddit discussions. Fetch posts, analyze sentiment using NLP, and visualize trends in an interactive Streamlit dashboard.

data-visualization docker mongodb nlp praw python reddit sentiment-analysis streamlit

Last synced: 13 Apr 2026

https://github.com/zmyzheng/browserassistant

Big Data & Cloud Computing project for recommendation, cluster analysis, data visualization with Hadoop and Spark deployed in auto- scaling cloud environment, youtube link:

angular big-data-analytics cloud cluster-analysis data-visualization elasticsearch flask hadoop recommendation-system spark spring-boot

Last synced: 14 Apr 2026

https://github.com/syncfusionexamples/creating-.net-maui-bubble-chart-to-visualize-gender-distribution-in-industrial-employment-in-2019

This article in the Syncfusion Blog explains the Gender Distribution in Industrial Employment in 2019 using .NET MAUI Bubble Chart

bubble-chart chart-of-the-week data-visualization dotnet dotnet-maui-sfcaretsianchart maui scatter-plot

Last synced: 03 Apr 2025

https://github.com/shivabajelan/squamous_cell_carcinoma_treatment_analysis

The study involved treating 249 mice with SCC tumors using a range of drug regimens, including Pymaceuticals' drug of interest, Capomulin. Over 45 days, tumor development was observed and measured to compare the performance of Capomulin against other treatments. My task was to generate tables and figures for the technical report of the study.

data-visualization matplotlib pandas python

Last synced: 11 Apr 2026

https://github.com/shawonsimon/azure-data-engineering

An end-to-end data engineering solution on Azure, transforming SQL Server data into Power BI reports using Data Lake, Data Factory, Databricks, Synapse, and Key Vault for security.

azure-keyvault data-engineering data-visualization databricks powerbi sqlserver synapse

Last synced: 15 May 2026

https://github.com/araltos/weather-forecast-app

A modern weather forecast application built with JavaScript, HTML, and CSS. It uses the OpenWeatherMap API to display current weather conditions and a 5-day temperature forecast, with Chart.js for data visualization.

api chartjs css3 data-visualization fetch-api geolocation-api git html5 javascript json macos

Last synced: 06 Apr 2026

https://github.com/rihib/querychat

LLM integrated BI tools for data-democratization

bi-tool data-visualization golang llm wip

Last synced: 09 Apr 2025

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/shivam5992/bokeh-vis

Visualising the acquisitions made by Google using python - Bokeh

bokeh bokeh-server data-visualization eda exploratory-data-analysis python

Last synced: 26 Jun 2025

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/ramonanf/tc1002s_semanatec

Herramientas computacionales: El arte de la analítica

data-analysis data-visualization jupiter-notebook pandas-python

Last synced: 15 Jun 2025

https://github.com/samuelkordik/chartcompletionviz

Visualizes performance across time for chart completion timeliness

data-visualization quality-improvement r

Last synced: 08 Sep 2025

https://github.com/amlanmohanty1/fannie-mae-borrower-behavior-and-characteristics-2007vs2019

Analysis using R and tidyverse to compare borrower behavior and characteristics between the years 2007 and 2019, focusing on key financial metrics such as credit scores, interest rates, debt to income ratios, and loan to value ratios.

data-visualization fannie-mae r tidyverse

Last synced: 13 Sep 2025

https://github.com/mimi-netizen/python-and-machine-learning-in-financial-analysis

This comprehensive repository covers financial data analysis using Python and machine learning techniques, including time series modeling, portfolio optimization, risk assessment, credit risk prediction, and deep learning applications in finance.

data-analysis data-science data-visualization finance financial-analysis financial-data financial-modeling

Last synced: 19 May 2026

https://github.com/notthestallion/data_visualisation-examples

This repository was created to learn and practice graph showing and data visualization. The goal is to gain experience in creating compelling and informative visualizations.

data data-science data-visualization database learn learn-to-code learning learning-by-doing matplotlib matplotlib-figures matplotlib-pyplot visualization

Last synced: 12 May 2026

https://github.com/emircanakyuzz/logistic_regression_ile_tahmin-estimating_with_logistic_regression

Çeşitli şirketlerin yaptığı harcamaları makine öğrenmesi algoritmalarından biri olan logistic regression kullanarak sınıflandırmaya çalışıyoruz. Eğittiğimiz model ile şirketlerin gelecek yıllardaki harcamalarının hangi alana ait olduğunu tahmin ediyoruz (sınıflandırıyoruz) ve performansını değerlendiriyoruz.

artificial-intelligence data-science data-visualization jupyter-notebook logistic-regression machine-learning prediction

Last synced: 29 Mar 2025

https://github.com/sarvamm/zeno-chat

Chat with your data in natural language and get insights and plots without any writing any code

chatbot data-science data-visualization large-language-models streamlit

Last synced: 19 May 2026

https://github.com/Lightning-Chart/lcjs-example-0053-dataGaps

Example showcasing how data gaps can be handled XY series. Particularly highlights line and area series in a trading use case

data-visualization demo example lightningchart-js template trading

Last synced: 22 Jul 2025

https://github.com/syarwinaaa09/exploring-airbnb-market-trends

a data analysis project exploring NYC Airbnb listings, using data visualization and pandas for price trends, room types, and reviews.

airbnb data-analysis data-science data-visualization jupyter-notebook new-york-city nyc pandas price-analysis reviews room-types

Last synced: 30 Apr 2026

https://github.com/technologiestiftung/ihk-gewerbedaten-time-travel

Data visualization that allows time travelling through the Berlin business landscape of the past decades, highlighting business registrations for each year

businesses data-visualization map maplibre-gl-js open-data stimulus-js

Last synced: 22 Jul 2025

https://github.com/jabulente/tanzania-geographical-zones

This project provides a geospatial visualization of Tanzania's geographical zones and regions. It uses geospatial data to map each zone, display regions, and annotate them for easy identification. The visualizations include simulated data to demonstrate thematic mapping techniques.

ai data-analysis data-science data-visualization geopandas geospatial location matplotlib ml python tanzania tanzania-geographic tanzania-locations

Last synced: 19 May 2026

https://github.com/samuelson777/sensor-data-dashboard-simulator

Interactive Sensor Data Dashboard Simulator showcasing temperature, humidity, light, and motion sensors with real-time visualization. Fully client-side, responsive, and designed to demonstrate sensor handling and frontend skills without hardware.

client-side css dashboard data-visualization frontend html iot javascript realtime responsive sensor simulation visualization webapp

Last synced: 30 Apr 2026

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

Visualization of Web data using Python

data-analysis data-visualization python webscraping

Last synced: 13 Jun 2026

https://github.com/tapiwamakandigona/react-analytics-dashboard

Real-time analytics dashboard with charts, KPIs, and data tables | React + TypeScript + Recharts

analytics charts dashboard data-visualization react recharts tailwindcss typescript vite

Last synced: 06 Apr 2026

https://github.com/tynandebold/day-length-line-chart

A day-length line chart, charting the length of daylight from different locations around the world.

d3 d3-visualization d3js data-visualization data-viz

Last synced: 19 May 2026

https://github.com/das-amlan/learning-plotly

This repository contains all codes of my Plotly learning path

data-visualization pandas plotly

Last synced: 07 May 2026

https://github.com/srvcl/lung-cancer-survival-analysis

Data Cleaning of a dataset and Survival Analysis in R Language

data-analysis data-science data-visualization r survival-analysis

Last synced: 11 May 2026

https://github.com/debjyotisaha/data-science-projects-phase-2

Developed and implemented data science projects leveraging Python, machine learning algorithms, and statistical techniques. Focused on predictive modelling, data preprocessing, and insights generation to solve real-world problems.

analysis data-visualization distribution python

Last synced: 30 Apr 2026

https://github.com/nika2811/new-york-city-taxi-fare-prediction

About In this project using New York dataset we will predict the fare price of next trip. The dataset can be downloaded from https://www.kaggle.com/kentonnlp/2014-new-york-city-taxi-trips The dataset contains 8 features along with GPS coordinates of pickup and dropoff

data data-preprocessing data-visualization decision-trees feature-engineering kaggle kaggle-competition linear-regression machine-learning neural-network nyc polynomial-regression ridge-regression scikit-learn taxi taxi-data tensorflow xgboost

Last synced: 06 Apr 2025

https://github.com/franksunye/streamlitccdemo

A fully-featured Streamlit application demo, showing how to quickly deploy interactive web apps on Streamlit Community Cloud. Supports English, Chinese, and Spanish (i18n), including user interaction, file processing, data display, and database features.

data-visualization demo i18n streamlit

Last synced: 19 May 2026

https://github.com/namansnghl/medical-expense-prediction-linear-reg

Medical Insurance data EDA and premium prediction

analysis data-visualization regression-models

Last synced: 11 Jun 2026

https://github.com/jabulente/histogram-visualization-with-matplotlib

This repository showcases how to create visually appealing and customized histograms using Python’s Matplotlib and Seaborn libraries. It includes examples of enhancing default plots with colors, fonts, transparency, and layout adjustments to better communicate data distribution insights.

ai big-data-analytics data-science data-storytelling data-visualization histogram matplotlib

Last synced: 22 Jul 2025

https://github.com/jabulente/geospatial-data-visualizations-tanzania-s-administrative-geographic-and-socioeconomic-landscape

This repository showcases geospatial data visualizations focused on Tanzania's administrative boundaries, geographic features, and selected socioeconomic indicators. Using GeoPandas, Matplotlib, and other geospatial libraries, the project provides static and customizable maps of regions, districts, and population distributions.

ai data-science data-visualization geopandas geospatial-analysis geospatial-visualization machine-learning oops python tanzania tanzania-locations

Last synced: 29 Jul 2025

https://github.com/datasqlsantosh/project-portfolio-e-commerce-data-analysis

In this personal Project-Portfolio-E-commerce-Data Analysis project, an exploratory data analysis was performed on the E-commerce Data available on Kaggle. The main aim of the project is to uncover insights into the store's sales and profits trends and patterns from 2018 to 2019.

data-cleaning data-visualization database dataset exc power-bi sql

Last synced: 11 Sep 2025

https://github.com/civicdatalab/hp-fiscal-data-explorer-frontend

Frontend for Himachal Pradesh Fiscal Data explorer for Open Budgets India Platform

budget contributions-welcome data-visualization hacktoberfest open-budgets open-source opensource reactjs

Last synced: 10 Apr 2025

https://github.com/jorgeterence/sic201

🐍 Coding exercises from the SIC201 Python bootcamp

algorithms bootcamp-project data-visualization exercises jupyter-notebook python

Last synced: 19 May 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 data-engineering-collection 678 awesome-interests 66 fucking-awesome-bigdata 414 awesome-visual-analytics-healthcare 83 datatools 61 awesome-dataviz 34 awesome-vega 40 awesome-interactive-earth-viz 60 creative-coding-resources 48 awesome-react-components 556 awesome-nsw-open-data 118
Data visualization Categories
The Data Science Toolbox 604 Uncategorized 530 Software packages 402 Literature and Media 384 Python 374 UI Components 278 Tools 274 Table of Contents 226 Learning Resources 211 Machine Learning 205 Books 202 Data and models 202 Training Resources 201 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 152 Other Awesome Lists 136 数据可视化 133