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/joekakone/db-analytics-tools

Databases Analytics Tools - Data Integration - Data Visualization - Machine Learning

data-engineering data-integration data-visualization etl machine-learning pipeline sql

Last synced: 01 Aug 2025

https://github.com/analyticalnahid/matplotlib-tutorial

A complete Notebook on Matplotlib for Data Science

data-visualization matplotlib matplotlib-python matplotlib-tutorial

Last synced: 28 Mar 2025

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/vshelke/databot

:robot: A databot made for jaano india iniative.

data-visualization flask flask-application portfolio python search-engine

Last synced: 03 Apr 2025

https://github.com/hassanislam463/british-airways-data-science

Analyze Skytrax reviews to uncover customer sentiments and key themes while predicting booking behavior using machine learning. This repository includes data collection, analysis, and modeling scripts alongside concise, visualized insights to improve customer experience and operational efficiency.

data-analysis data-science data-visualization

Last synced: 28 Mar 2025

https://github.com/hassanislam463/sentiment_analysis_of_financial_news_headlines_and_affect_on_stock_price_prediction

This project analyzes financial news sentiment using a fine-tuned RoBERTa model and integrates it with stock data to predict price movements using LSTM and GRU. It highlights the role of sentiment in enhancing stock market forecasting.

data-analysis data-science data-visualization deep-learning lstm-neural-networks nlp-machine-learning

Last synced: 28 Mar 2025

https://github.com/takk8is/datasetanalysiseda

A robust Python tool for comprehensive dataset analysis and machine learning model evaluation. This project automates the process of data preprocessing, exploratory data analysis (EDA), and predictive modeling, with a focus on handling common data inconsistencies.

analytics analyzer chart csv-files data-science data-visualization datascience dataset datasets davidccavalcante eda fjallstoppur graphics machine-learning python python3 takk-ag takk-design takk8is xlsx-files

Last synced: 02 Sep 2025

https://github.com/satyacoder29/smartfinance-dynamic-financial-dashboard

SmartFinance: Dynamic Financial Dashboard is an interactive tool designed to visualize key financial metrics like revenue, expenses, and profit. It features real-time data updates, charts, slicers, and navigation for easy analysis. This dashboard helps businesses make data-driven decisions and optimize financial performance.

data-analysis data-cleaning data-modeling data-visualization powerbi powerbi-desktop powerbi-visuals powerquerym

Last synced: 13 Feb 2026

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/shreedata/data-analysis-using-python-libraries-

The COVID-19 pandemic has significantly impacted India, necessitating a detailed analysis of the virus’s spread within the country. In this project, we explore an India-specific COVID-19 dataset, leveraging Python libraries such as Pandas, NumPy, Matplotlib, and Seaborn.

covid-19 data data-cleaning data-visualization datana kaggle-dataset matplotlib numpy pandas-python python3 pythonlibrarires scikit seaborn

Last synced: 28 Mar 2025

https://github.com/nick-peter-marcus/detect-fake-job-postings

Detecting Fake Job Postings - Data Visualization, TF-IDF, XGBoost, SVC

cross-validation data-visualization machine-learning svc tf-idf xgboost

Last synced: 09 Jul 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/ashwin331133/powerbi-data_professional_survey_breakdown

This project analyzes survey data from individuals interested in transitioning to the data field. The survey aims to understand their backgrounds, motivations, and the challenges they face. Using Power BI for data visualization, the project provides insights into the demographics and preferences of these aspirants.

data-analysis data-visualization powerbi

Last synced: 03 Jan 2026

https://github.com/nick-peter-marcus/chocolate-bar-analysis

Analyzing Chocolate Bar Features and Ratings - Data Visualization, Decision Trees, Random Forest

data-analysis data-visualization decision-trees python random-forest seaborn sklearn

Last synced: 10 May 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/karishmagupta05/e-commerce-sales-dashboard

This project is an interactive E-Commerce Sales Dashboard built using Power BI. It provides key insights into sales, profit, and customer behavior through visually engaging charts and graphs.

data-analysis data-visualization powerbi

Last synced: 09 Feb 2026

https://github.com/obacreativity/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: 27 Mar 2025

https://github.com/rizky9i/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: 30 Apr 2025

https://github.com/kaladabrio2020/dataanalysiswith-r

Analise de dados no R, estatistica etc

analise-de-dados data-visualization r

Last synced: 16 May 2026

https://github.com/nmfs-opensci/nmfs-repos

A list of NMFS repos using the GitHub API

data-visualization github-api

Last synced: 11 Apr 2025

https://github.com/vinay-ram1999/srdbv5-analytics

Exploratory data analysis and visualisation of a global Soil Respiration Database (SRDB) using R, MySQL and Tableau.

analytics data-visualization exploratory-data-analysis mysql soil-respiration tableau

Last synced: 01 May 2026

https://github.com/mmartofel/taipy-co2-emission

Taipy based, example Python application. World CO2 emission data has being chosen for graphical presentation.

data-science data-visualization python3 taipy taipy-gui

Last synced: 16 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/ryanga09/digitalent_fundamentaldatascience-selfpractice

A repository of hands-on projects from DigiTalent’s Fundamental Data Science training, covering web scraping, data exploration, data cleaning, and data annotation. Includes Jupyter notebooks and example code for practical learning.

data data-analysis data-science data-visualization dataset digitalent komdigi notebook-jupyter notebooks

Last synced: 02 Aug 2025

https://github.com/ayushai/nextera-supplies-a-business-analytical-case-study

This project demonstrates an end-to-end data analytics workflow for NextEra Supplies, combining MySQL for database management, Power BI for dynamic visualization, and Python for data exploration preprocessing. Advanced deep learning techniques (LSTM) are used for accurate sales forecasting, providing actionable insights to drive strategic decision.

data-visualization datapreprocessing deeplearning mysql-database powerbi python3 timeseries-forecasting

Last synced: 09 May 2026

https://github.com/lucashomuniz/project-22

[Dashboard] Data and Sustainability: Optimizing Green Flow's Fertilizer Portfolio

agrotech bigquery data-analytics data-structures data-visualization google-cloud-platform powerbi powerbi-visuals powerquery sql sustainability

Last synced: 20 Mar 2025

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/jibbs1703/nashville-airbnb-rentals

This repository contains the data analysis, visualization and price modelling of the Nashville AirBnB dataset to gain valuable insights and create a better understanding of the AirBnB ecosystem in Nashville, Tennessee for all stakeholders involved.

airbnb business-insights data-visualization exploratory-data-analysis nashville price-prediction regression-analysis rentals

Last synced: 20 Mar 2025

https://github.com/mumarshahbaz/svg-plotter-deprecated

Creates an SVG of a line graph using inputs. Without dependencies and simple Vanilla JS.

data-visualization dom-manipulation graph javascript svg typescript vanilla-javascript

Last synced: 09 Sep 2025

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/comsavvy/pharmaceutical-sales-prediction

Pharmaceutical Sales prediction across multiple stores (Week 5 Challenge @10Academy)

data-visualization forecast-sales pharmaceutical-sales-prediction prediction

Last synced: 20 Mar 2025

https://github.com/erikbavenstrand/spotify-viral-visualization

Visualizing Historical Viral 50 Spotify Data

data-visualization music spotify visualization

Last synced: 02 Aug 2025

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/prcharan592/olympic-insights-historical-data-analytics-in-r

This project analyzes 120 years of Olympic history (1896–2016), uncovering trends and insights from the data

data data-analytics data-science data-visualization kaggle r-programming

Last synced: 03 Apr 2025

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/maddieemihle/belly-button-challenge

Interactive dashboard analyzing microbial species found in belly buttons.

d3 data-visualization html javascript plotly

Last synced: 16 May 2026

https://github.com/jmahabal/nba-survey

For the 2017 /r/NBA community survey

basketball data-visualization nba

Last synced: 17 Mar 2025

https://github.com/ramyacp14/salesforecasting

Forecasts future sales for a retail company using time series analysis with Facebook Prophet. The project involves data preprocessing, exploratory data analysis (EDA), and forecasting with holiday effects considered.

data-preprocessing data-visualization exploratory-data-analysis fbprophet machine-learning matplotlib model-evaluation numpy pandas python seaborn time-series-forecasting

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/usman619/data-science-project

COVID-19 detection using Supervised Learning and Data Science techniques.

data-science data-visualization elt machine-learning

Last synced: 11 Jun 2026

https://github.com/sivasurya681/covid19-analysis-in-tableau

This project focuses on exploring, analyzing, and visualizing the impact of the COVID-19 pandemic using Tableau. The analysis involves identifying trends, patterns, and insights from the data to better understand the spread, impact, and response to the pandemic.

bar bubblechart charts covid-19 data-visualization heatmap india karnataka maharashtra pie-chart time-series

Last synced: 02 Feb 2026

https://github.com/alejandrolara11/desafio_latam_introduccion_analisis_de_datos

Repositorio del curso "Introducción al Análisis de Datos" de Desafío Latam. Ejercicios prácticos realizados durante el curso, enfocados en análisis de datos con Python, Pandas, y visualización básica.

data-analysis data-science data-visualization matplotlib numpy pandas python seaborn statsmodels

Last synced: 29 Apr 2026

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/aleko-khomasuridze/serialmonitor

Dark-themed Serial Monitor with functionality to select COM port and baud rate, send commands, and display serial data.

data-visualization eel-python logger python serial-port

Last synced: 18 Apr 2026

https://github.com/haripasapuleti/oibsip

This Oasis Infobyte internship involves completing data science tasks like classification, prediction, and spam detection using Python. Projects include iris flower classification, car price prediction, email spam detection, and sales forecasting.

data-science data-visualization linear-regression random-forest-classifier sklearn

Last synced: 16 May 2026

https://github.com/istinnew/enaic-s-discount-strategy-analysis

**(Open to Collaboration):** This project evaluates the impact of discounts on sales and customer retention for Eniac. It includes data cleaning, visualization, storytelling, and strategic insights to optimize discount strategies while maintaining brand reputation. 📊🛍️✨

cleaning-data cleaning-data-in-python cost-optimization data-analysis data-science data-visualization library presentation python visualization

Last synced: 03 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/m-coder-umer/sales-dashboard-power-bi-project

An interactive Sales Dashboard built with Power BI using MySQL data, showcasing monthly trends, top-performing products, and key sales KPIs (Key Performance Indicators).

business-intelligence data-analysis data-cleaning data-modeling data-visualization dax interactive-dashboard mysql power-query powerbi sales-dashboard sql time-series-analysis

Last synced: 07 Jul 2025

https://github.com/miksin/5hanayome-twitter-user-analysis

An analysis of followers of 五等分の花嫁 twitter official account through a interactive visualization tool

anime data-visualization gotoubun twitter-api vue

Last synced: 20 Mar 2025

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/gui-sitton/prepaid

In this project I work as an analyst for the telecommunications company Megaline. The company offers its customers prepaid plans, Surf and Ultimate. The sales department wants to know which plans bring in the most revenue in order to adjust the advertising budget

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

Last synced: 22 May 2026

https://github.com/msikorski93/python-maps

This repository contains thematic maps generated in Python.

cartopy data-visualization geopandas gis

Last synced: 16 May 2026

https://github.com/swat1563/recommendation-system

This repository features a recommendation system and analytics engine using datasets on users, organizations, contents, contacts, events, and recommendations. It includes data preprocessing, building a recommendation system, and creating visual reports with Power BI.

analytics data-analysis data-visualization engine kaggle numpy pandas powerbi powerbi-dashboards powerbi-desktop powerbi-reports python recommendation-engine recommendation-system recommender-systems scikit-learn scipy

Last synced: 07 Jan 2026

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/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/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/christopher-dabrowski/posi-c1

Podstawy Sztucznej Inteligencji - Laboratoria C1

artificial-intelligence data-visualization laboratory-exercises

Last synced: 17 Mar 2025

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 606 Uncategorized 541 Software packages 402 Literature and Media 386 Python 374 UI Components 280 Tools 275 Table of Contents 227 Learning Resources 211 Machine Learning 205 Data and models 202 Books 202 Training Resources 202 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 150 Socialize 141 Other Awesome Lists 136