Data

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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/fimbres/astro-3-experimental

A basic project to test out the new features of Astro 3.0, specially View Transitions API, using React.js, TailwindCSS, TypeScript, Zod, and many more technologies!

astro data-visualization react single-page-applications tailwindcss typescript view-transitions-api zod

Last synced: 11 Apr 2026

https://github.com/stimulsoft/samples-dashboards.web-for-asp.net-angular

ASP.NET MVC and ASP.NET Core samples for Dashboards.ANGULAR data analysis tool, Visual Studio C# projects, and .NET Framework 4.5.2, 4.6, 4.7, 4.8 versions, and .NET Core 3.1, .NET 5.0, .NET 6.0, .NET 7.0, .NET 8.0 dashboard engine

analysis analytics angular angular17 charts client-server dashboard dashboards data-visualization embedded interactive kpi native net-core pivot sql tables tools typescript webapp

Last synced: 09 Apr 2026

https://github.com/deliprofesor/ridge-regression-for-sales-prediction-model-evaluation-and-hyperparameter-tuning

This project builds and optimizes a model on a dataset using Ridge regression and polynomial features. Model accuracy is enhanced through regularization and polynomial transformations. Grid search and cross-validation are used to find the best parameters, and the model's performance is evaluated.

cross-validation data-science data-visualization grid-search machine-learning model-optimization mse overfitting-prevention polynomial-regression python r2-score regression-analysis regularization ridge-regression rmse scikit-learn

Last synced: 03 May 2026

https://github.com/raccoon-hero/gender-equality-tracker

A web application visualizing gender equality metrics with a focus on Ukraine. Built with Flask, it's powered by live data from global open sources, with dynamic research insights and analysis.

chartjs css dashboard data-analysis data-visualization flask frontend gender-equality global-metrics html linked-data openalex opendata python representation semantic-web ukraine webapp wikidata world-bank-api

Last synced: 07 May 2026

https://github.com/danielsobrado/galaxy-nodes

Three.js component library for exploring dense graph data in 3D as an interactive “galaxy” of nodes, clusters, and weighted relationships. It provides a polished React API for GPU-accelerated point clouds, cluster filament visuals, camera controls, search/filter workflows, and node/edge inspection.

3d-visualization data-visualization data-viz graph-data graph-visualization interactive-ui network-graph npm-package react threejs typescript typescript-library webgl

Last synced: 31 May 2026

https://github.com/sunnybibyan/exploratory-data-analysis-eda

Welcome to the Titanic Dataset - Exploratory Data Analysis (EDA) project repository! This project aims to uncover insights from the Titanic dataset using Python and Jupyter Notebook. By analyzing key variables such as age, gender, and class, we aim to visualize relationships between passenger characteristics and survival rates.

data-analysis data-visualization jupyter-notebook python titanic-dataset

Last synced: 18 Jan 2026

https://github.com/shuklayash02/data_analysis_using_r

Covid19 analysis and cleaning of data where the death age and deaths of specific gender is cleaned and analysed

analysis cleaning-data data-analysis data-visualization rprogramming

Last synced: 09 Oct 2025

https://github.com/patelabhi574/hotel_reservation_analysis

Analyzing data collected by hotel to make future prediction for the owner of what are the segments they are making most profit & also which are the patterns & trends which have been seen over the past years in the booking in different times throughout the year and price setting on the website in peak time as per availability index.

data data-visualization datamodeling looker-studio powerbi reporting sql-query sql-server

Last synced: 19 Feb 2026

https://github.com/filiplangiewicz/fastfooddatavisualization

🍟 Project for Data Visualization Techniques course about fast food consumption

collaboration data-science data-visualization dplyr ggplot2 poster

Last synced: 15 Mar 2025

https://github.com/pfund-software-ltd/pfund-plot

A plug-and-play plotting library designed for traders. No Learning curve. Supports real-time plots. Display in Jupyter/Marimo notebook, browser or desktop

data-visualization financial-charts financial-dashboard plotting real-time-graph

Last synced: 10 Oct 2025

https://github.com/atharvbyadav/expensemate

A simple, lightweight personal finance tracker built with Streamlit and SQLite. Log expenses, visualize spending habits, manage budgets, and download reports – all through an interactive web interface.

budgeting data-analysis data-visualization expense-tracker finance-app open-source pandas personal-finance plotly python sqlite streamlit streamlit-webapp

Last synced: 28 Apr 2026

https://github.com/moindalvs/learn_eda_house_price_dataset

Data Set: House Prices: Advanced Regression Techniques Exploratory Data Analysis on more than 80 features

cardinality data-analysis data-science data-structures data-visualization missing-values

Last synced: 10 Oct 2025

https://github.com/prankshaw/election-analytica

Analyzing previous election results for Haryana Vidhan Sabha and other factors and to compare them with various parameter to conclude results.

anaconda collection data-analysis data-science data-visualization elections jupyter-notebook python python-3 wrangling

Last synced: 16 May 2026

https://github.com/sandravizz/visual-data-science-r

Visual explorative analysis in R from scratch mainly using ggplot

data-science data-visualization ggplot r

Last synced: 16 May 2025

https://github.com/pylhc/accelerator_timeline

A non-exhaustive collection of past, modern and future accelerators including their main parameters

accelerator data-visualization energy history luminosity

Last synced: 22 Sep 2025

https://github.com/bydmiller/textwizards

This repository houses a collection of my natural language processing (NLP) projects, showcasing a variety of applications and experiments in the field. From sentiment analysis to language modeling, explore the power of NLP through my code. Feel free to use, modify, and contribute!

char-rnn chat-bot-nltk classification data-visualization encoder-decoder-attention gpt gradient-descent math-question-solver n-gram-language-models naive-bayes-classifier nlp patient-survival-analysis regression-algorithms sentiment-analysis smallgpt spell-checker titanic-dataset translation trax word-embeddings

Last synced: 30 Jul 2025

https://github.com/souravbhadra/maplapse

A python library to create animated timelapse of maps

animation data-visualization geospatial-visualization gif gis map mapping python spatial-data video

Last synced: 15 Mar 2025

https://github.com/joshuatownsend/chrome-history-explorer

Local-first explorer for your browser history (Chrome, Edge, Brave, Firefox, Safari, or Google Takeout): full-text + semantic search, research-session/rabbit-hole detection, insights (on-this-day, routines, trends), an AI interest map, and liveness checks. Optional pluggable AI; private/LAN data never leaves your machine.

browser-history bun chrome-history data-visualization hono local-first privacy react self-hosted semantic-search sqlite tailwindcss typescript vite

Last synced: 31 May 2026

https://github.com/clever-boy/productclassification

Comprehensive product analysis and recommendation system with JSON data processing, visual analytics, and machine learning.

data-visualization json-processing machine-learning product-analysis python recommendation-system

Last synced: 14 Apr 2026

https://github.com/ascender1729/cds-iisc-p1-datasci-predoc

A data science project utilizing machine learning to predict movie release years and genres based on directors' previous works.

data-cleaning data-visualization film-industry machine-learning movie-metadata multi-label-classification predictive-modeling regression-analysis-feature-engineering

Last synced: 31 Mar 2025

https://github.com/marcramonmoreno/historian_app

Historian Data Tool - A secure internal web application for processing and visualizing historical data, built with React frontend and Flask backend. Features include data processing with configurable time ranges, tag configuration management, and CSV export capabilities. Access requires Tailscale VPN connection and proper permissions.

csv-export data-processing data-visualization docker docker-compose flask historian python react web-application

Last synced: 10 Apr 2026

https://github.com/as16082023/credit-card-financial-dashboard

Developed a comprehensive Power BI dashboard for real-time credit card operations insights, visualizing transaction data and customer demographics.

data-visualization dax power-bi power-bi-dashboard

Last synced: 22 Jan 2026

https://github.com/as16082023/coffee-bean-sales-analysis

Analyzing coffee bean sales data to optimize consumer targeting, product offerings, and strategic marketing in the coffee industry.

coffee-bean-sales dashboard data-analysis data-visualization ms-excel

Last synced: 22 Jan 2026

https://github.com/amr-yasser226/datagovernanceworkflow

Comprehensive data governance pipeline for SSH honeypot logs—covering data profiling, cleansing, quality assurance, encryption, classification, and GDPR/CCPA/HIPAA compliance. Built with Pandas, Pandera, YData Profiling, and cryptography, with simulated Caesar cipher attacks to demonstrate practical data-security techniques.

caesar-cipher ccpa cryptography cybersecurity data-cleaning data-encryption data-governance data-profiling data-quality data-validation data-visualization gdpr hipaa honeypot-analysis open-source pandas privacy-compliance python ssh-logs

Last synced: 05 Feb 2026

https://github.com/opencasestudies/ocs-opioid-medicare

OCS: Visualize the opioid prescription use in Medicare Part D across States

data-science data-visualization data-wrangling ggplot2 map opioid

Last synced: 23 Jan 2026

https://github.com/emredurukn/data-analysis

Example notebooks for analyzing data

data-analysis data-visualization python

Last synced: 12 May 2026

https://github.com/lemniscate-world/stratai

This project analyzes financial assets using a Hidden Markov Model (HMM) to identify different market regimes and patterns. The analysis includes calculating daily returns, rolling volatility, and volume changes, and visualizing the hidden states identified by the HMM.

ai assets data data-science data-visualization finance financial-analysis fintech hmm-model hmmlearn machine-learning trading

Last synced: 23 Oct 2025

https://github.com/mustika-putri-m/analysis-of-sales-transactions-in-an-online-shop---london

Crucial Question 1. How was the sales trend over the months? 2. What are the most frequently purchased products? 3. How many products does the customer purchase in each transaction? 4. What are the most profitable segment customers? 5. Based on your findings, what strategy could you recommend to the business to gain more profit?

data data-analysis-python data-analytics data-visualization ecommerce

Last synced: 24 Oct 2025

https://github.com/rorydungan/music-fandom-map

Interactive maps showing the popularity of musicians around the world

choropleth data-visualization map music spotify

Last synced: 24 Jul 2025

https://github.com/s-babaeizadeh/nextjs-shadcn-dashboard-template

Visualization Dashboard Template is crafted using Next.js, TypeScript, and Shadcn, providing an intuitive and powerful solution for developers who aim to create dynamic and visually appealing admin dashboards. This template leverages the latest technologies to deliver a highly customizable and responsive interface, suitable for various applications

admin-dashboard admin-panel dashboard data-visualization nextjs reactjs shadcn-admin shadcn-ui shadcn-ui-boilerplate typescript

Last synced: 25 Oct 2025

https://github.com/rayyan9477/calorie-burnage-exploratory-data-analysis

Calorie Burnage is the measure of calories burned during physical activity or exercise, crucial for weight management and fitness goals. This project focuses on analyzing a dataset that includes information on duration, pulse rates, and calories burned during exercise sessions.

data-analytics data-science data-visualization exploratory-data-analysis linear-regression r-language r-programming

Last synced: 08 Jul 2025

https://github.com/duskmoon314/gongbi

Gongbi (工笔) is a data visualization crate inspired by ggplot2

data-visualization grammar-of-graphics rust

Last synced: 20 Aug 2025

https://github.com/rajsoni03/data-visualization-with-python

Data Visualization using Matplotlib

data-visualization graph matplotlib

Last synced: 15 Mar 2025

https://github.com/shadowk29/cusumtools

An eclectic collection of python scripts I have found to be useful in processing nanopore data

data-analysis data-visualization time-series-analysis

Last synced: 16 Mar 2026

https://github.com/serbng/lauexplore

Post processing tools for data produced by the lauetools package.

data-science data-visualization synchrotron-radiation x-ray-diffraction

Last synced: 24 Feb 2026

https://github.com/tushard48/california_housing_prediction

Aim to predict housing prices in various regions of California using a dataset that includes various factors influencing house prices.

data-visualization jupyter-notebook machine-learning pickle

Last synced: 16 Mar 2026

https://github.com/gui-sitton/churn-finalproject

predict its customers' churn. If it is discovered that a user is planning to switch operator, the company will offer them promotional codes and special plan options.

churn-prediction data-analysis-python data-science data-visualization

Last synced: 26 Jul 2025

https://github.com/mo-karbalaee/study-tracking-report

I keep track of my studies in the "Boosted" mobile app and then export it periodically as a CSV file analyze it.

data-visualization eda

Last synced: 25 Feb 2026

https://github.com/amoghkori/google-ads-optimization

Advanced algorithm development for revenue maximization and enhanced conversion value in Google Ads expenditure, achieving a 15% increase in lead conversions while reducing costs

analystics data-cleaning data-modeling data-preprocessing data-visualization data-wrangling exploratory-data-analysis feature-engineering microsoft-excel model-deployment model-selection optimization-algorithms powerbi statistical-analysis

Last synced: 03 Jan 2026

https://github.com/gappeah/london-housing-price-dashboard

This Excel-based Housing Visual Dashboard provides a comprehensive view of average house prices across various boroughs in London from 1996 to 2013. The dashboard is designed to offer insights into housing market trends and price variations across different areas of London over time.

data data-analysis data-visualization excel visual

Last synced: 31 Jul 2025

https://github.com/saravana-kr22/phonepe_pulse_data_visualization_and_exploration

The PhonePe Pulse Data Visualization project in Python extracts, transforms, and stores data from the PhonePe Pulse GitHub repository. It creates an interactive dashboard using Streamlit, Plotly, and other libraries to visualize the data. Users can explore various insights from the data spanning 2018 to 2023.

choropleth-map data-science data-science-projects data-visualization geojson geopandas indiamapdata mapbox mysql phonepe phonepe-clone phonepe-pulse-data-visualization plotly pydeck python python3 streamlit streamlit-webapp visualization

Last synced: 25 Feb 2026

https://github.com/guruakaashjn/te_project_microsoft_ai

AI based statistical analysis of land-use plastic pollution in India using AI/ML techniques.

artificial-intelligence data-analysis data-analytics data-science data-visualization machine-learning powerbi

Last synced: 27 Feb 2025

https://github.com/thevinh-ha-1710/rstudio-statistics

This project deeply studies 2 datasets using applied statistics techniques.

applied-statistics data-analysis data-science data-visualization rmarkdown rstudio

Last synced: 31 Jan 2026

https://github.com/prem-ium/tax-merge

Consolidate multiple 1099 brokerage tax forms, visualize realized gains/losses, and track data for Fidelity, Chase, Vanguard, Schwab, and others!

1099 accounting chase data-science data-visualization data-wrangling desktop-application fidelity financial-analysis firstrade graphical-user-interface schwab tastytrade tax tax-forms taxes vanguard

Last synced: 02 Feb 2026

https://github.com/noturlee/titanic-datamodel

This project demonstrates the process of data preprocessing, model training, evaluation, and tuning in building a predictive model for a classic dataset. The Random Forest model, with its ability to handle complex relationships and interactions between features, proved to be the most effective in this case.

data-modeling data-science data-visualization python

Last synced: 08 Apr 2025

https://github.com/madeiradata/microsoft-data-analysts-club

Open-source Repository of Useful Scripts and Solutions for Microsoft Data Analysts

data-analysis data-visualization microsoft-data-analysis powerbi powerbi-report

Last synced: 19 Mar 2026

https://github.com/GZ430/global-christianity-dataviz-jp

A web app built in R Shiny for users to explore global Christianity data from Joshua Project, World Watch List, and others.

christianity data-visualization r shiny

Last synced: 10 Mar 2025

https://github.com/fatihilhan42/eda-on-data-science-salary-with-python

You can access the files of this project, which analyzes people working in the field of data science according to countries and working wages.

analysis data-science data-scientists data-visualization jupyter-notebook pyhton salary

Last synced: 23 Mar 2025

https://github.com/chahiriabderrahmane/carpricepredictor

🚗 Cars Exploration & Price Prediction | Analyzing Cars.com Listings

data-analysis data-science data-visualization machine-learning python streamlit web-scraping

Last synced: 08 Feb 2026

https://github.com/jmofuture/poblacion-mundial

Power BI - Análisis de la Población Mundial, Mortalidad Infantil y Esperanza de Vida

csv data-visualization dax excel powerbi powerquery

Last synced: 26 Feb 2026

https://github.com/garcane/cookie-company-visual-dashboard

This Excel-based interactive dashboard provides a comprehensive overview of the Cookie Company's sales performance and key metrics.

dashboard data data-visualization excel microsoft-excel

Last synced: 09 Feb 2026

https://github.com/hetuvpatel/ml-diabetes-risk-progression-stage

Machine learning project analyzing diabetes risk progression using K-Means and Hierarchical clustering techniques on the Pima Indian Diabetes dataset. 🧠📊

cluster-analysis data-visualization heirarchical-clustering kmap kmeans machine-learning matplotlib sckit-learn seaborn

Last synced: 23 Sep 2025

https://github.com/victor-david/restless-charts

Restless Charts is a set of controls for adding data visualization to your application. It allows you to create various charts in a customizable way.

charting data-visualization wpf wpf-controls

Last synced: 17 May 2026

https://github.com/flexmonster/svelte-flexmonster

Svelte wrapper for Flexmonster Pivot Table & Charts

data-analysis data-visualization frontend pivot-tables svelte sveltekit

Last synced: 27 Feb 2026

https://github.com/allanotieno254/data-analytics-with-tableau

Repository showcasing projects and insights generated through Tableau. Contains visualizations, dashboards, and analytical reports on various datasets,

analytics-intelligence business-intelligence dashboards-tableau data-analytics data-storytelling data-visualization tableau

Last synced: 19 Mar 2026

https://github.com/komed3/moneylens

MoneyLens helps you see money in context. Convert any amount of money into tangible comparisons — from gold weight and coin stacks to purchasing power and global wealth rankings.

data-visualization economics finance money visualization

Last synced: 12 Feb 2026

https://github.com/403errors/offset-to-hydrostatic-curve

Group project for making hydrostatic curves from the given ship offset table using python libraries

data-visualization matplotlib-pyplot numpy python3 sklearn

Last synced: 10 May 2026

https://github.com/ismail-mouyahada/lodscroljs-library

LodScrolJS Documentation LodScrolJS is a lightweight, fast, and secure JavaScript library designed to load any type of content from APIs on scroll, helping to avoid loading too much data at once. It works seamlessly with various JavaScript frameworks

data data-visualization load-on-scroll loading loading-spinner loadonscroll scroll

Last synced: 13 Feb 2026

https://github.com/zayarhtet/visualising-election-with-data

Visualisation of Myanmar Election 2020 with past data

data-mining data-science data-visualization

Last synced: 13 Feb 2026

https://github.com/nikhilash45/power-bi-vsualisation-of-joins

In This Power Bi Report User Can Visualis Join By Themselves , and it is easy to understand joins now.

business-analytics business-intelligence data data-analysis data-visualization joins powerbi sql visualization

Last synced: 19 Mar 2026

https://github.com/dina-hosny/telco-customer-churn-analysis-using-power-bi

An interactive dashboard to represent some analysis of "Telco customer churn" data and the reasons that made customers churn using Microsoft Power BI.

business-intelligence data-analysis data-modeling data-visualization power-bi powerbi

Last synced: 19 Mar 2026

https://github.com/prashver/dashboard-gallery

These dashboards provide insights across diverse domains, including cryptocurrency sales, workforce challenges, disease impact analysis, and retail trends. Leveraging tools like Power BI and Excel, they offer actionable insights for decision-making.

cryptocurrency dashboards data-analysis data-profession data-visualization market-segmentation-analysis microsoft-excel monkey-pox powerbi product-analysis retail-trends

Last synced: 15 Feb 2026

https://github.com/VektorTech/air-pollution-map

Air pollution data visualization on an interactive globe made with three js.

api-integration chartjs data-visualization geojson geolocation-api glsl gsap threejs typescript webgl

Last synced: 08 Apr 2025

https://github.com/GiveMePseudonyms/PiVisualisations

A way to visualise millions of digits of Pi. Written in Python using Pygame and Tkinter.

data data-visualization pi pygame python self-organising-criticality tkinter

Last synced: 08 Apr 2025

https://github.com/nrobledosagredo/lda-topic-analysis-news-chile

Topic analysis on news from Chile using LDA for extracting and visualizing relevant patterns.

data-visualization latent-dirichlet-allocation

Last synced: 16 Mar 2025

https://github.com/rakumar99/jp-morgan-chase-virtual-internship

This repository contains the various tasks assigned by JPMorgan Chase & Co. Virtual Internship on Microsoft Excel

conditional-formatting dashboard data-analysis data-visualization hlookup pivot-tables presentation vba-macros vlookup

Last synced: 02 Mar 2026

https://github.com/sunnybibyan/marketing_campaign_analysis_power_bi_dashboard

Campaign Performance Analysis This project analyzes the performance of Spring, Summer, and Fall marketing campaigns, revealing key insights and actionable recommendations.

data-analysis data-visualization dax marketing-campaign powerbi

Last synced: 19 Mar 2026

https://github.com/mayankyadav23/air-bnb-data-analysis

Data analysis and insights from NYC Airbnb listings, focusing on key metrics such as host performance, neighborhood trends, pricing, and customer reviews. Comprehensive documentation of ETL processes and analytical methodologies is provided. Perfect for understanding Airbnb dynamics and decision-making in the NYC market.

advanced-excel business-intelligence data-analysis data-analytics data-visualization power-bi ppt

Last synced: 19 Mar 2026

https://github.com/andrewjbateman/angular-gauges-realdata

:clipboard: App using npm library 'canvas-gauges' to display real data on analogue gauges

analogue-gauge angular angular17 canvas css3 data-visualization gauges html5 real-time typescript4

Last synced: 17 Apr 2026

https://github.com/kibotu/git-history-timeline

Visualize your complete GitHub contribution history across all repositories and branches. See every commit from every repo and every branch—not just the default branch. Self-contained HTML output perfect for portfolios and sharing.

analytics commit-history contribution-graph contributions data-visualization developer-tools embeddable git github github-api github-pages github-stats html nodejs open-source portfolio self-hosted static-site timeline visualization

Last synced: 03 Apr 2026

https://github.com/soumyaco/hotel-price-data-analysis

Data analysis on Indian hotels price. A beginners guide to data analysis.

data-analysis-python data-science data-visualization matplotlib seaborn-plots

Last synced: 01 Aug 2025

https://github.com/milos-agathon/netherlands_rail_density_map

Plot a choropleth map using OSM data and geospatial analysis

bigdata data-science data-visualization geospatial gis maps osm rails rstats

Last synced: 04 Apr 2026

https://github.com/timmymatten/spikeball-stat-tracker

Spikeball stat tracking web app built with Streamlit and Python, designed to easily log and analyze player performance over multiple games.

data data-analysis data-visualization dataset matplotlib-pyplot multipage python spikeball statistics streamlit

Last synced: 18 Apr 2026

https://github.com/ksmooi/mscs_data_visualization

This series of reports demonstrates the process of creating, refining, and evaluating interactive data visualizations using Altair, focusing on Seattle weather data, with an emphasis on accessibility, usability, and effectively communicating insights.

altair data-visualization

Last synced: 01 Apr 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 605 Uncategorized 540 Software packages 402 Literature and Media 384 Python 374 UI Components 278 Tools 274 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 162 Deep Learning Framework 152 Other Awesome Lists 136 数据可视化 133