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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/eracodex/d3js-heatmap

Global Heatmap presentation with D3js and Reactjs

d3js data-science data-visualization heatmap javascript reactjs

Last synced: 07 Apr 2025

https://github.com/lilaceri/girls-data-spotify

Workshop for young people to programmatically do their own spotify wrapped

analytics data-science data-visualization music pandas python sklearn spotify

Last synced: 31 Aug 2025

https://github.com/ycli0536/csemnva

A web application for visualizing and analyzing Controlled Source Electromagnetic (CSEM) data collection and navigation.

data-visualization geophysics time-series timeseries visualization

Last synced: 24 Feb 2026

https://github.com/markusbegerow/powerbi-navigation-menu

Interactive navigation menu visual for Power BI with slide-out filtering and hierarchical data support

business-intelligence d3js data-visualization filter hamburger-menu navigation powerbi powerbi-custom-visuals powerbi-visuals typescript

Last synced: 14 Oct 2025

https://github.com/szuzick/us-immigration-presidential-analysis

Power BI dashboard analyzing 40 years of U.S. immigration data across presidential administrations (1981-2020)

dashboard data-analysis data-visualization government-data immigration powerbi powerbi-dashboards powerbi-visuals presidential-analysis

Last synced: 10 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/teja-1403/forage-bcg-x-data-science

About This repository contains solutions to the 4 different tasks that must be performed during the Data Science virtual internship provided by BCG X via Forage.

business-understanding client-communication data-evaluation data-science data-visualization exploratory-data-analysis hypothesis-framing model-interpretation

Last synced: 27 Jan 2026

https://github.com/satvikpraveen/pandasplayground

📊 A comprehensive pandas mastery project with 10 modular Jupyter notebooks covering data loading, cleaning, grouping, merging, time series, visualization, and performance profiling. Includes real-world workflows, Docker, Streamlit, and reusable utils. Ideal for data scientists and analysts to learn, practice, and refer. Practice-ready and modular.

analytics cheatsheet data-analysis data-cleaning data-pipeline data-science data-visualization docker etl exploratory-data-analysis jupyter-notebook jupyterlab learning-resource memory-profiling open-source pandas performance-tuning python streamlit time-series

Last synced: 10 Apr 2026

https://github.com/rohitinu6/indian-used-car-price-prediction

The aim of this project to predict the price of the used cars in indian metro cities by analyzing the car's features such as company, model, variant, fuel type, quality score and many more.

algorithms analytics car-price-prediction data-science data-visualization eda machine-learning machine-learning-algorithms python regression used-cars

Last synced: 04 May 2026

https://github.com/dimits-ts/visualization-assignments

Visualizing and analyzing results from the PISA-2018 competitions with regards to Greek performance and gender gap.

data-analysis data-visualization interactive-graphs presentation-slides r-language tableau

Last synced: 06 Nov 2025

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/virajbhutada/diamond-price-estimator

This project develops a predictive model to estimate diamond prices based on characteristics like carat, cut, color, and clarity. It covers data preprocessing, feature engineering, model selection, training, and evaluation. The final product is a web app where users can input diamond attributes to get accurate and instant price predictions.

cross-validation css data-analysis data-science-projects data-visualization eda feature-engineering html hyperparameter-tuning jupyter-notebooks machine-learning ml-algorithms model-deployment model-selection performance-optimization predictive-modeling python python-app user-interface

Last synced: 14 Apr 2026

https://github.com/harshindcoder/sleeping_time_survey_analysis

This survey analysis aims to identify lifestyle factors—such as screen time, exercise, alcohol consumption, beverages, and sleep direction—that affect sleep quality and duration. By analyzing these factors, we seek to predict sleep patterns and provide actionable insights to improve sleep health and overall well-being.

data-cleaning data-collection data-visualization exploratory-data-analysis regression-models survey-analysis

Last synced: 15 Oct 2025

https://github.com/kunalpisolkar24/winequalityprediction

Predicting wine quality using machine learning with matplotlib, numpy, pandas, and seaborn for insightful data analysis. 🍇🤖📊

data-analysis data-science data-visualization machine-learning prediction-model

Last synced: 16 Oct 2025

https://github.com/madhursinghbhadoriya/cutomer_data_analysis1

Customer_Data Analysis - Tableau

chart data-visualization tableau

Last synced: 22 Jan 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/sarincr/training-on-artificial-intelligence

Entree Academy 10 Days free training on Artificial Intelligence. Course will be conducted in a Blended learning way with Daily one hour online training and 3 hour project based training

artificial-intelligence artificial-intelligence-algorithms data-analysis data-science data-visualization decision-trees deep-learning deeplearning logistic-regression machine-learning machine-learning-algorithms machinelearning num numpy pandas regression scikit-learn scipy sklearn

Last synced: 10 Apr 2026

https://github.com/gaurav0502/survey-analysis-visualizations

This repository consists of the various data visualization techniques used to analyze the responses of a survey conducted as a part of the project for the course MGT1002-Principles of Management

analysis data-visualization matplotlib seaborn visualization

Last synced: 17 Oct 2025

https://github.com/pranjalya/hand-washing-data-visualisation

A small project of Data Visualization, where we analyze the effect of hand washing after introduced by Dr. Semmelweis to the nurses and midwives after giving birth.

data-analysis data-visualization jupyter-notebook pandas python3

Last synced: 06 May 2026

https://github.com/tapas-gope/adventure-works

This project analyzes sales data for AdventureWorks, focusing on revenue, customer segments, and product performance. The dashboard provides insights into top-selling products, sales by region, and customer trends across multiple years. It helps in identifying sales opportunities and optimizing marketing strategies.

adventureworks business-intelligence data-cleaning data-transformation data-visualization dax mssql powerbi sales-analysis sql-queries

Last synced: 17 Oct 2025

https://github.com/lbonanomi/polarizer

Generate ChartJS polar-area charts from .csv data

chartjs data-visualization flask

Last synced: 14 Apr 2025

https://github.com/jmofuture/analisis-videojuegos

Análisis histórico de ventas en unidades de videojuegos por categoría y región

csv csv-import data-visualization dax excel powerbi powerquery

Last synced: 04 Jan 2026

https://github.com/sanjiban08/financial-reporting-analysis

This project offers a robust financial reporting and advanced analysis solution, utilizing DAX and financial analysis techniques. With adaptable visualizations and insightful analytics, it empowers efficient financial exploration across diverse datasets. Dive into strategic insights effortlessly! 📊💹

data-cleaning data-visualization dax finacial-mathematics financial-analysis powerbi

Last synced: 25 Jan 2026

https://github.com/nanxstats/ggsci-iterm

Microsite for previewing all iterm color palettes in ggsci

ansi-colors color-palettes data-visualization ggplot2 ggsci iterm iterm2 visualization

Last synced: 22 Jan 2026

https://github.com/mem48/covid

Interactive MSOA Maps of Covid19 cases in England

covid data-visualization map msoa vector-tiles

Last synced: 24 Jul 2025

https://github.com/pelineceburgun/custom-data-visualization

A browser-based data visualization tool built for local businesses that track data in Excel spreadsheets and CSV files.

data-visualization html-css typescript

Last synced: 08 Jul 2026

https://github.com/chigurakula-bs/forecasting-time-series-on-covid-19

COVID-19 is one of the most pandemic problems today, many countries suffer tohandle COVID-19 problems. Data mining techniques provide a good quality tool for improving manual analysis identification COVID19 cases per day, deaths per day and number of patients cured per day.

arima-model data-mining-algorithms data-visualization jupyter-notebook sarima-model

Last synced: 28 Apr 2026

https://github.com/jacekkala/tennis_data_visualization

Tennis Data Visualization & Analysis - R Markdown Report

data-storytelling data-visualization dplyr ggplot2 r

Last synced: 09 Feb 2026

https://github.com/monarch1108/customerinsights-kmeans

understanding customers using KMeans and RFM(recency, frequency & monetary) analysis

data-analysis data-visualization kmeans-clustering machine-learning matplotlib numpy pandas scikit-learn

Last synced: 11 May 2026

https://github.com/karlyndiary/adidas-sales-analysis

Analyzed Adidas' product sales performance, top retailers, monthly trends, yearly growth, regional distribution, and pricing insights. Performed ETL from Python (Pandas) to SQL Server, extracted data with SQL, and visualized key insights in Excel.

adidas-sales-analysis adidas-sales-dashboard dashboard data-analysis data-cleaning data-pipeline data-visualization etl excel-dashboard microsoft-excel microsoft-sql-server python

Last synced: 10 Feb 2026

https://github.com/kenrick95/poor-economics-data

Visualization for data published in the archived pooreconomics.com

data-visualization economics

Last synced: 12 Nov 2025

https://github.com/sanjurajveer/songs_dashboard

This is a movie recommendation project on the basis of content.

data-visualization file-handling matplotlib pandas tkinter-gui

Last synced: 18 May 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/timjjting/data-is-beautiful

Introductory slides to data visualization

data-visualization

Last synced: 23 Jan 2026

https://github.com/rosanafss/r-ladies-bh-workshop-metricas

Como Plotar Métricas e Entregar Valor para Times Ágeis

data-analysis data-visualization r

Last synced: 25 Aug 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/aayush-683/introspex

An Android application built with Kotlin and Android Studio for monitoring real-time device performance metrics and accessing detailed information about installed applications.

android app-development data-visualization device-info-android device-monitoring jitpack kotlin mpandroidchart open-source performance-metrics real-time-data

Last synced: 23 Jan 2026

https://github.com/constantinoschillebeeckx/meowcow

Quickly visualize multidimensional data.

d3js data-visualization nvd3 viz

Last synced: 28 Jun 2025

https://github.com/rketson/controlflux

Projeto para controle de fluxo de pessoas em um ambiente indoor (Única entrada/saída)

automacao automation computer-network data-visualization esp esp8266 redes-de-computadores visualizacao-de-dados

Last synced: 28 Jan 2026

https://github.com/prince-pastakiya/human-resources-tableau-project

👥 Interactive Tableau dashboard for HR analytics — includes workforce overview, demographics, income analysis, and detailed employee records with full filtering.

chatgpt data-analysis data-visualization human-resources numpy python python-faker tableau-dashboards tableau-public

Last synced: 18 Apr 2026

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

Global Heatmap presentation with D3js and Reactjs

d3js data-science data-visualization heatmap javascript reactjs

Last synced: 22 Aug 2025

https://github.com/beyzabasarir/northwind-traders-analysis

Northwind dataset analysis using PostgreSQL, Python, and Power BI. Focused on sales, customers, shipping, and performance insights.

dashboard data-analysis data-visualization jupyter-notebook matplotlib numpy pandas postgresql powerbi python seaborn

Last synced: 10 Apr 2026

https://github.com/satyacoder29/crm-analytics-power-bi

CRM Analytics Dashboard – An interactive dashboard using Tableau, SQL, and Salesforce CRM Analytics (CRMA) to analyze sales performance, customer segmentation, and churn prediction. Features automated ETL pipelines, predictive analytics, and real-time insights for data-driven decision-making. 🚀📊

advanced-excel data-analysis data-cleaning data-collection data-transformation data-visualization matplotlib numpy pandas powerbi python seaborn sql tableau

Last synced: 14 Apr 2026

https://github.com/jacob-ebey/easy.datavisualization

A simple to use Xamarin.Forms framework for data driven applications

data-visualization ui-components xamarin-forms

Last synced: 21 Aug 2025

https://github.com/myriamba/neuraview

AI-Powered Data Insights and Visualization Generator

data-analysis data-engineering data-insights data-visualization generative-ai llm

Last synced: 21 Aug 2025

https://github.com/rahmamohammad/retail_project

Retail & Data analytics: KPIs, sales trends, Excel planning pack, forecasting & inventory tracking.

data-analysis data-visualization ecommerce excel jupyter-notebook matplotlib python retail-analytics storytelling

Last synced: 17 May 2026

https://github.com/maryamteimouri/dataanalysis-and-knowledgediscovery

This project aims to practice the steps of Crisp Data Mining ( CRISP-DM ). The repository includes 3 phases, data understanding, supervised learning, and unsupervised learning.

agglomerative-clustering classification clustering crisp-dm cross-validation data-preprocessing data-visualization dendogram k-means-clustering one-hot-encode pca principal-component-analysis z-score

Last synced: 23 Jan 2026

https://github.com/tommcn/ontario-hs-data

A simple visualization of Ontario High School data

data-visualization r

Last synced: 25 Oct 2025

https://github.com/shadz23/smart-energy-dashboard

Power BI dashboard analyzing household electricity consumption to reveal usage patterns, peak hours, and estimated costs for smarter energy management and reduced bills. 🐙

chart data-analysis data-visualization dax energy-consumption hs110 hs300 ibm ibm-cloud influxdb jupyter-notebook kasa kp115 linuxone observability photovoltaics-dashboard plotly sense

Last synced: 19 Aug 2025

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/jpgiant/nyc_energy_prediction

A comprehensive code for predicting energy usage in NYC using Machine Learning Algorithms.

data-analysis data-science data-visualization folium jupyter-notebook machine-learning matplotlib numpy pandas python seaborn sklearn

Last synced: 10 Apr 2026

https://github.com/simongoring/giphyr

A wrapper for getting giphy GIFs in R

data-visualization gif gifs giphy package r

Last synced: 26 Oct 2025

https://github.com/riya2624/super-stores-sales-dashboard---power-bi

Incorporated data analysis techniques, specializing in time series analysis, to deliver valuable insights, accurate sales forecasting, and interactive dashboard creation, driving business success

data-visualization dax dax-query powerbi powerbidashboard powershell sales-analysis sales-forecasting

Last synced: 26 Oct 2025

https://github.com/aakk23/professional-survey-powerbi

This Power BI dashboard analyzes survey data from data professionals, highlighting salary trends, job roles, and career satisfaction. It provides insights into work-life balance, programming language preferences, and industry demographics.

data-analysis data-visualization dax excel powerbi powerquery

Last synced: 23 Feb 2026

https://github.com/eduardo-j-morales/erp-fusion-dashboard

A modern enterprise resource planning dashboard demonstrating user role management, real-time data visualization, and complex business operations handling. Built with Vue 3 and Vuetify 3 for enterprise-grade applications.

business-intelligence dashboard data-visualization enterprise-resource-planning erp-system pinia role-based-access-control vue3 vuetify

Last synced: 24 Feb 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/holy-angel-university/gym-members-exercise-analysis

Analyze fitness dataset to uncover insights into exercise patterns, calorie consumption, body composition, and overall fitness levels. Explore correlations between workout type, frequency, and physiological markers. Use data analysis techniques to provide a comprehensive understanding of fitness behaviors and factors influencing exercise outcomes.

data-science data-visualization exploratory-data-analysis jupyter-notebook python3

Last synced: 24 Jan 2026

https://github.com/harshindcoder/online_retail_data_clustering_project

This marketing analytics project uses RFM (Recency, Frequency, Monetary) features for customer classification, inspired by the online retail mining paper. The RFM model helps segment customers, identify high-value ones, and optimize marketing strategies.

customer-segmentation data-analysis data-visualization market-analytics

Last synced: 17 Aug 2025

https://github.com/chandkund/loan-eligibility-prediction

This project is designed to predict the eligibility of loan applicants based on various factors such as income, credit history, and marital status. By analyzing historical loan application data, the model helps to determine whether a loan application should be approved or not.

data-analysis data-science data-visualization machine-learning-algorithms matplotlib numpy pandas python seaborn

Last synced: 09 Apr 2026

https://github.com/aneeshmurali-n/global-superstore-sales-dashboard---power-bi-stunning-dark-theme

This Power BI dashboard provides a comprehensive view of sales data, enabling users to analyze sales trends, identify top-performing regions, and gain insights into customer behavior.

dark-theme dashboard data-analysis data-science data-visualization powerbi salesdashboard

Last synced: 28 Jan 2026

https://github.com/matthewandretaylor/csc207project

Forest Visualization 3D MVC. Using Data collected from the city of Kitchener

3d-graphics data-visualization

Last synced: 19 Apr 2026

https://github.com/athulrajhere/spendwise-expensetracker-react-redux

SpendWise is a MERN full-stack expense tracker that helps users monitor and manage their financial activities. It features intuitive dashboards, analytics, account management, and secure user authentication — all designed to provide a smooth and insightful financial tracking experience. Built with React (Vite) and Redux Toolkit on the frontend.

chartjs dashboard data-visualization expense-manager expense-tracker express framer-motion fullstack-app jwt-authentication mern-project mern-stack mern-stack-app mongodb mongoose nodejs personal-finance react redux-toolkit typescript vite

Last synced: 08 Apr 2026

https://github.com/shivani8136/laundrease-startup-expansion-analysis

An analysis of regional performance and marketing efficiency to optimize growth strategies for LaundrEase.

clustering cross-database-joins custom-territories data-visualization tableau tableau-highlighter

Last synced: 28 Jan 2026

https://github.com/annnieglez/fraud-detection-eda

Fraud Detection - Exploratory Data Analysis (EDA). Analyzing financial transactions to detect fraud patterns using Python and Tableau. Libraries: Pandas, Seaborn and Matplotlib. Key Focus: Data cleaning, fraud trends, high-risk transactions, time-based patterns

data-analysis data-science data-visualization eda fraud-detection fraud-prevention matplotlib seaborn

Last synced: 28 Jan 2026

https://github.com/aathithya-shanmuga-sundaram/cyber-threat-intelligence-dashboard

Interactive Streamlit dashboard for visualizing and analyzing cyber threats, featuring real-time data insights, severity classification, geolocation mapping, and customizable dark-cyber UI.

cyber-threat-intelligence cyber-threat-tool cybersecurity cybersecurity-tools data-visualization dataset numpy pandas plotly python streamlit threat-intelligence

Last synced: 10 Nov 2025

https://github.com/alexeyraspopov/vizmath

Set of useful functions for data visualization

data-visualization

Last synced: 04 Oct 2025

https://github.com/danferns/linear-regression-visualizer

Visualize Gradient Descent applied on Linear Regression

data-visualization geogebra linear-regression

Last synced: 29 Jan 2026

https://github.com/vbs360/sql_mysql_for_data_analytics_and_business_intelligence

This repository contains SQL exercises and projects based on the "SQL - MySQL for Data Analytics and Business Intelligence" course.

data-engineering data-management data-manipulation data-science data-visualization

Last synced: 29 Jan 2026

https://github.com/bretsw/eme6356-ss25-module5

Slide deck for EME6356, Module 5: Data Visualization (Spring 2025)

analytics data-analytics data-visualization slides

Last synced: 09 Mar 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/gaurabkundu1/airbnb-market-analysis-dashboard

This Repo contains the Airbnb Market Analysis Dashboard developed in Tableau

airbnb-listings data-analytics data-visualization tableau

Last synced: 25 Feb 2026

https://github.com/agarwalrachit399/excel-dashboards

Interactive and simple dashboards build in excel.

dashboard data-visualization excel

Last synced: 30 Jan 2026

https://github.com/naninsv/zomato_dashboard

An interactive Power BI dashboard analyzing Zomato’s sales performance, user trends, and city-wise insights. Features include sales trends, user engagement, top-performing cities, and food category distribution to help drive data-driven business decisions

business-intelligence data-visualization dataanalysis excel powerbi sql

Last synced: 30 Jan 2026

https://github.com/szuzick/hr-analytics-pipeline

End-to-end HR analytics solution using PostgreSQL, dbt, and Power BI

data-analysis data-visualization database-maintenance dbt hr-analytics insights postgresql powerbi sql

Last synced: 10 Jun 2026

https://github.com/fbarffmann/cryptoclustering

Clustered over 100 cryptocurrencies using K-Means and PCA to identify market patterns. Optimized clustering retained 89.5% explained variance.

clustering crypto-analysis data-visualization hvplot k-means machine-learning pandas pca python sklearn

Last synced: 09 Apr 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/tralahm/parliament-2017-dataset

Concise, Clean data sets of the 2017 Kenyan General Election results for the Members of the Senate and National Assembly Composition

csv-parsing data-analysis data-visualization datasets election-data ipynb-jupyter-notebook kaggle-dataset kenya-constituencies kenya-counties matplotlib python3 tralahtek

Last synced: 31 Jan 2026

https://github.com/nathanaelmutua/british-airways-data-science-challenge

My solutions for the Forage program: web scraping, data cleaning, analysis, and visualization to extract business insights. Demonstrating practical data science skills for real-world problem-solving.

british-airways british-airways-virtual-program data-science data-visualization dataanalysis forage internship-project internship-task jupyter-notebook python sentiment-analysis webscraping

Last synced: 12 Aug 2025

https://github.com/taniomi/project-furacao_runners_2024

Projeto utilizando Databricks para analisar resultados da corrida Furacão Runners 2024

data-visualization database databricks powerbi python webscraping

Last synced: 31 Jan 2026

https://github.com/ginanti-riski/streamlit_datapenyewaansepeda

Analisis Bike Sharing adalah proyek yang bertujuan untuk memahami pola penyewaan sepeda berdasarkan berbagai faktor seperti cuaca, musim, dan hari. Proyek ini menggunakan teknik analisis data untuk mendapatkan wawasan yang lebih dalam mengenai tren peminjaman sepeda.

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

Last synced: 15 Apr 2026

Data visualization Awesome Lists
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Data visualization Categories
The Data Science Toolbox 599 Uncategorized 525 Software packages 402 Literature and Media 385 Python 381 Table of Contents 298 UI Components 278 Tools 277 Learning Resources 211 Machine Learning 209 Books 203 Data and models 202 Plot layers 202 Training Resources 200 文本数据和NLP 190 Software list 189 Data Visualization 168 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133