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/gino-freud-hobayan/the-sparks-foundation_internship_projects

Data Science and Business Analytics Internship with Presentation videos posted on YouTube.

data-cleaning data-visualization exploratory-data-analysis python supervised-machine-learning

Last synced: 18 May 2026

https://github.com/shridhar1504/foreign-exchange-rate-time-series-datascience-project

This project will use time series analysis to forecast the exchange rate between the euro and the US dollar. The project will use a variety of statistical techniques, such as ARIMA to model the data and forecast the exchange rate.

data-analysis data-preprocessing data-science data-transformation data-visualization eda exploratory-data-analysis foreign-exchange-rates machine-learning model-fitting predictive-modeling python3 time-series time-series-analysis

Last synced: 17 May 2026

https://github.com/alessine/tidytuesday-visualizations

R code and example plots for all of my #TidyTuesday contributions, an initiative by the R4DS online learning community.

animation data-visualization dplyr ggplot2 gif lollipop-plot maps plotly raincloud-plot rstats sunburst-chart tidytuesday tidyverse treemap violin-plot waffle

Last synced: 28 Mar 2025

https://github.com/dej611/dataviz-assigment-2

Coursera Data Visualization - Week 2 assignment

d3 data-visualization react semiotic

Last synced: 04 May 2026

https://github.com/enamhasan/analyzing-the-impact-of-recession-on-automobile-sales

Data Analyis and Visualization Dashboard of the Impact of Recession on Automobile Sales

dashboard data-analysis data-science data-visualization pandas plotly plotly-dash python

Last synced: 05 May 2026

https://github.com/arction/lcjs-example-1111-coviddrilldowndashboard

In-depth example of map dashboard with data drill-down. Visualizes relations between CoVID vaccinations and cases

covid-19 data-visualization demo example lightningchart-js map-chart maps template

Last synced: 12 Mar 2025

https://github.com/am-i-groot/summer-intern-iitguwahati-spml

Developed an automated Water Quality Monitoring System (WQMS) at IIT Guwahati, using the pH-W218 sensor and K-Means Clustering to assess water potability. The project enhances water quality evaluation through machine learning-based classification.

algorithm data data-visualization kmeans-clustering machine-learning python report sensor signal-processing

Last synced: 17 May 2026

https://github.com/camsai/notebooks

CAMSAI Notebooks provides interactive Jupyter notebooks for AI-driven materials science research. These notebooks demonstrate the use of CAMSAI tools, schemas, and workflows, offering hands-on examples for data validation, materials design, and AI integration to accelerate scientific discovery.

artificial-intelligence chemistry data-science data-standards data-structures data-visualization density-functional-theory machine-learning materials materials-design materials-informatics materials-science modeling-and-simulation molecular-dynamics

Last synced: 02 Jul 2026

https://github.com/utkarshverma439/simple-sms-spam-detector

Built a Python text classification model for spam detection in SMS. Explored data, preprocessed text, utilized TF-IDF, trained a classifier, and addressed visualization challenges, yielding practical insights.

data data-science data-visualization spam-detection

Last synced: 20 Jun 2025

https://github.com/yaser-123/iitg-summer-analytics-2025

Master repository for IIT Guwahati's Summer Analytics 2025 - Python data projects (Pandas/Seaborn/Scikit-learn) with documented solutions. Contains assignments, ML implementations, and visualizations from IITG's data science program

data-science data-visualization eda iit-guwahati jupyter-notebook matplotlib pandas python seaborn summer-analytics

Last synced: 08 May 2026

https://github.com/mdaffailhami/customer-data-analysis

This repository contains code and analysis for exploring customer data, focusing on profiling and contact preferences. The project includes various stages of data processing, from raw data preparation to final cleaned datasets, and employs Python and popular data analysis libraries to uncover insights and trends.

data-analysis data-cleaning data-science data-visualization jupyter jupyter-notebook pandas plotly python

Last synced: 03 Mar 2026

https://github.com/bytraembedded/Laptop-Price-Prediction-with-Machine-Learning

The Laptop Price Prediction with Machine Learning project provides a system to predict the price of laptops based on various features such as processor type, RAM size, storage capacity, and more/

airflow data data-science data-visualization fastapi heroku-deployment machine-learning-algorithms matplotlib-pyplot numpy pandas python reactjs seaborn

Last synced: 30 Dec 2025

https://github.com/floriank13/verify-marktstammdaten

Verifying and testing data in the German Energy dataset "Marktstammdatenregister"

data-visualization datasette energy-data marktstammdatenregister

Last synced: 11 Jan 2026

https://github.com/draym/swmanager

Web-app to help you in your daily life raids in SpacesWars thanks to game statistics and data management

dashboard-application data-analysis data-visualization game-data game-utility

Last synced: 19 Jun 2025

https://github.com/rdrahul123/sales-dashboard

The Sales Analysis Dashboard was developed to provide insights into sales, profits, and product performance across different categories, timeframes, and geographic locations. By leveraging Power BI, the project aimed to transform raw data into actionable visualizations, facilitating better decision-making for stakeholders.

data-analysis data-science data-visualization dax powerbi

Last synced: 06 Jan 2026

https://github.com/krinya/repeatradar

A Python package for calculating and visualizing cohort retention and other cohort-based metrics with interactive Plotly charts.

analytics bi business-intelligence cohort-analysis customer-analytics data-science data-visualization package pandas plotly pypi pypi-package python python-3 retention-analysis

Last synced: 23 Jun 2025

https://github.com/mariaegbuna/road-accidents

Analyzing a road accidents dataset using Python.

data-visualization datacleaning jupyter-notebook pandas-dataframe python

Last synced: 17 May 2026

https://github.com/juancastillo0/svg-charts

Create SVG charts from data points. Line charts and bar charts supported.

charts dartlang data-visualization graphs svg

Last synced: 28 Mar 2025

https://github.com/roland-ka/statisticalplotswithjulia

Comparison of different Julia packages for creating statistical plots.

data-science data-visualization julia plots statistics

Last synced: 22 Jun 2025

https://github.com/raufjatoi/heart

model implementation on heart disease dataset

data-visualization eda machine-learning machine-learning-algorithms

Last synced: 22 Jun 2025

https://github.com/tom474/data-pipeline-with-aws

[RMIT 2024C] EEET2574 - Big Data for Engineering - Group Project

aws data-engineering data-science data-visualization machine-learning mongodb python spark

Last synced: 03 Apr 2026

https://github.com/jasdumas/ct-brewery-ratings

Web Scraping Craft Brewery Beer Ratings From BeerAdvocate.com :beers:

beer-statistics data-visualization r tutorial web-scraping

Last synced: 08 Sep 2025

https://github.com/riju18/advanced-data-analysis-and-visualization

Advanced level of data preparation, level of detail calculation, animation, table calculation etc for data analysis & visualization.

data-analysis data-science data-visualization tableau

Last synced: 18 Feb 2026

https://github.com/gurpreetkaurjethra/ai-data-visualization-agent

This Streamlit application creates an interactive Data Visualization Assistant that can understand Natural Language Queries and generate appropriate Visualizations using LLMs.

aiagents aichatbot aidevelopment artificial-intelligence data-analysis data-visualization generative-ai llms

Last synced: 25 Jun 2025

https://github.com/f-z/databases

Various database projects (modeling, SQL, R)

data-visualization databases datavisualization map-reduce mapreduce r sql

Last synced: 16 May 2026

https://github.com/thecoderpinar/customer-segmentation-clv-analysis

Optimize marketing strategies and enhance decision-making. Explore customer data, segment behavior, calculate CLV, analyze demographics, and visualize insights. 🚀

clv-analysis customer-segmentation data-analysis data-science data-visualization jupyter-notebook machine-learning marketing-strategy python

Last synced: 03 Apr 2025

https://github.com/nick-peter-marcus/marketing-data-analysis

Analyzing Marketing Analytics Data on Purchase Behavior and Campaign Responses - Customer Segmentation, Data Visualization, Regression Analysis, Random Forest

data-visualization k-means-clustering linear-regression logistic-regression pca random-forest segmentation

Last synced: 09 Sep 2025

https://github.com/evoluteur/madeleinology

Playing with data science by taking a look at the proportions of flour, sugar, butter, and eggs in 147 Madeleine recipes (the traditional French sponge cake).

baking cake cooking cooking-recipes data data-science data-visualization dessert exploratory-analysis exploratory-data-analysis exploratory-data-visualizations food histogram longtail madeleine recipe visualization

Last synced: 23 Jun 2025

https://github.com/furkantsnb/coalclassifie

CoalClassifier: A deep learning model for classifying coal types using EfficientNetB0-based transfer learning and fine-tuning techniques. This project is designed to accurately distinguish between Anthracite, Bituminous, Lignite, and Peat classes and is developed using TensorFlow/Keras

coal-classification computer-vision data-visualization efficientnetb0 image-classification keras python streamlit tensorflow

Last synced: 05 Apr 2026

https://github.com/ryancodingg/chatgpt-and-claude-usage-viz

This project visualizes ChatGPT and Claude usage patterns by analyzing conversation data and generating heatmaps for daily activity. The analysis is based on scripts inspired by Chip Huyen's work, and aims to uncover trends in AI conversation frequencies over time.

chatgpt claude-ai data-visualization python

Last synced: 16 May 2026

https://github.com/testica/wikimetrics-2

Wikimetrics 2.0 - Trabajo Especial de Grado

css data-visualization html python typescript

Last synced: 02 Feb 2026

https://github.com/docuvesta/la-prairie-luxury-skincare-makeup-analysis

Web scraping La Prairie skincare regional websites for brand and product insights 🛍️

cosmetics data-analysis data-analytics data-visualization jupyter-notebook luxury python science skincare

Last synced: 19 Apr 2026

https://github.com/vivienneforreal/covid4eu-sorbonne

Economy: “Analysis of Labor Market decisions of men and women during the COVID-19 pandemic in the 4EU+ countries”.

covid-19 data-analysis data-science data-visualization pandas

Last synced: 20 Mar 2025

https://github.com/cosmoduende/r-uber-trips-analyisis

Explore your activity on Uber with R: How to analyze and visualize your personal data history. Find out how you consume the Uber App using a copy of your data.

analisis-de-data data-analysis data-analytics data-science data-visualisation data-visualization data-viz eda flexdashboard ggmap ggplot2 mobility-as-a-service qmplot r-language r-programming ridesharing uber uber-data visualizacion-de-datos

Last synced: 14 Jul 2025

https://github.com/mcanouil/2026-ggplot2-extenders-gribouille

Talk for the ggplot2 extenders club: "The Grammar of Graphics Assembles", on Gribouille, a native Typst grammar-of-graphics package.

data-visualization ggplot2 grammar-of-graphics gribouille presentation-slides quarto r revealjs talk typst

Last synced: 03 Jul 2026

https://github.com/tuliocll/analise-de-dados-js

Aplicação para analise de dados com JS

data-analytics data-visualization javascript typescript

Last synced: 20 May 2026

https://github.com/minaravi/first-practice-data-cleaning-visualization

Basic Practise of Data-cleaning & Data-visualization

data-analytics data-cleaning data-visualization git

Last synced: 16 May 2026

https://github.com/onyame/python_and_wearables

Talk Python & Wearables: Getting, analyzing, visualizing data from wearable devices

data-science data-visualization froscon python quantified-self wearable-devices wearables

Last synced: 28 Mar 2025

https://github.com/rayyan9477/coin-detection-project

This Coin Detection Project leverages machine learning techniques to identify coins using a dataset from Kaggle. Key libraries utilized include OpenCV for image processing, TensorFlow for model training, and Pandas for data manipulation. The project also employs NumPy for numerical operations and Matplotlib for visualization.

computer-vision data-analysis data-science data-visualization machine-learning notebook python

Last synced: 15 May 2026

https://github.com/sanniheruwala/rednotebookai

RedNotebook AI : open-source AI data notebook. Notebook-first UI (Next.js + shadcn/ui) over a FastAPI backend, with AI SQL/chart suggestions, profiling, PII detection, and a NotebookLM-style knowledge layer.

ai anthropic data-analytics data-notebook data-visualization echarts fastapi llm nextjs notebooklm ollama open-source openai plotly python shadcn-ui sql tailwindcss trino typescript

Last synced: 17 Jun 2026

https://github.com/gappeah/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: 25 Feb 2025

https://github.com/gappeah/insight-ventures-inc-analysis

This report provides a comprehensive analysis of Insight Ventures Inc.'s financial performance based on data from 2013 and 2014. It includes insights into sales performance, profitability, and market trends across North America and Europe.

data-visualization excel excel-dashboard excel-report financial-analysis

Last synced: 25 Feb 2025

https://github.com/nishchal-kansara/loan_eligibility_prediction

This project aims to create a robust machine learning model that accurately predicts an applicant's eligibility for a loan based on various features such as income, credit history, and marital status.

data-analysis data-cleaning data-science data-visualization datascience dataset loan-eligibility

Last synced: 23 Jun 2026

https://github.com/gappeah/beverage-sales-analytics

This project provides an in-depth analysis of beverage sales and delivery across different states using Power BI.

data data-visualization powerbi powerbi-report powerbi-visuals

Last synced: 25 Feb 2025

https://github.com/gappeah/british-airways-analysis

This project focuses on analyzing and visualising travel data from British Airways using Tableau. The goal is to extract insights and present them in an interactive and visually appealing manner.

data data-analysis data-visualization tableau

Last synced: 11 Jun 2025

https://github.com/shuklayash02/sales_dashboard_powerbi

Created interactive dashboard to track and analyze online sales data Used complex parameters to drill down in worksheet and customization using filters and slicers

data-visualization datacleaning excel powerbi

Last synced: 19 Mar 2026

https://github.com/tjdharamsi/springedav2017

Exploratory Data Analysis Spring 2017 Project

analysis data-visualization plot viridis

Last synced: 24 Jan 2026

https://github.com/udaykumar-dhokia/d8a

d8a is a modern data analytics platform that provides powerful visualization and analysis tools for your data.

data-analysis data-visualization fullstack-development

Last synced: 16 Sep 2025

https://github.com/autodesk-platform-services/aps-dataviz-fader

Fader application using Data Visualization API

data-visualization iot sample viewer

Last synced: 08 Feb 2026

https://github.com/msthamizh/chicago-crime-analyzer

Developing a PowerBI dashboard that allows users to interactively analyze and predict crime patterns using machine learning. The supports crime trend analysis and enabling users to explore insights such as crime hotspots, peak hours, arrest rates, and incident locations while providing dynamic visualizations for enhanced decision-making.

data-preprocessing data-visualization exploratory-data-analysis machine-learning matplotlib powerbi python seaborn

Last synced: 28 Apr 2026

https://github.com/sandravizz/global_inequality_story

Dataviz Project about Global Inequality

data data-visualization inequality

Last synced: 03 Jul 2025

https://github.com/treyhamilton/stat-project-1

A compilation of various programming concepts written in R covering the topics listed below

data-visualization exploratory-data-analysis regression-models

Last synced: 28 Jun 2025

https://github.com/hakaneroztekin/web-scraping

☕ A web scraping project developed with Python. 📈 It scrapes the website, collects and visualizes data.

data-science data-visualization python web-scraping

Last synced: 15 Jun 2026

https://github.com/edseldim/FirstRoundElectionsFr

A data visualization spreadsheet on Excel

data-analysis data-visualization excel pandas python

Last synced: 02 Aug 2025

https://github.com/viseshrp/community_health_indicator

Android app to fetch,organize and represent NYC health data

android data-analysis data-visualization health

Last synced: 03 Mar 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/sourabh-kumar04/numpy-basic

Numpy-Basic is a structured learning repo covering NumPy from basics to advanced. It includes arrays, indexing, reshaping, filtering, vector ops, angle functions, stats, and .npy file handling. Each concept is explained with code, examples, and Matplotlib visualizations in both light and dark modes. Ideal for students and data learners.

data-analysis data-science data-visualization learning learning-resources machine-learning matplotlib numerical-computing numpy python python-library python-programming

Last synced: 10 May 2026

https://github.com/mastersign/mastersign-datascience

High level helpers for data science in Python with Pandas.

data-science data-visualization database-access pandas python

Last synced: 05 May 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/uba/cmap2png

Useful script to convert a color map definition to PNG image file.

colormap converter cpt data-science data-visualization matplotlib plot png python

Last synced: 17 Sep 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/jfraziz/jabar.pages.dev

Improving Market Business Strategy and Poverty Alleviation Through Granular Socio-Economic Mapping: Multisource Remote Sensing and Other Geospatial Big Data Approach​

clustering data-visualization gis remote-sensing research-project socio-economic

Last synced: 27 Jul 2025

https://github.com/dev-ev/shiny-qc-dashboard

QC dashboard for LC-MS proteomic equipment using R and shinydashboard

dashboard data-visualization mass-spectrometry orbitrap-ms performance-monitoring proteomics shiny shinydashboard

Last synced: 27 Jul 2025

https://github.com/ascender1729/urban-soundscape-harmonizer

Real-time noise level monitoring and analysis for major Indian cities using IoT simulation and data visualization.

data-visualization iot-simulation noise-pollution python react-fastapi urban-planning

Last synced: 27 Jul 2025

https://github.com/ayushverma135/accenture-data-analytics-and-visualization

This program provided practical experience in advising a hypothetical social media client as a Data Analyst at Accenture. The simulation involved cleaning, modeling, and analyzing multiple datasets, culminating in the creation of a PowerPoint deck and video presentation to communicate key insights.

accenture analytics data data-visualization forage presentation

Last synced: 19 Sep 2025

https://github.com/sanmeet007/pandas_prototype

A package that with implementation of famous Pandas library in my way , allows you to visualize data using data tables

data-science data-visualization pandas-prototype prototyping python

Last synced: 19 Sep 2025

https://github.com/leandrocollares/with-or-without-curry-playoffs

An interactive visualization that allows users to learn when Curry's performance helped Golden State Warriors win games in the 2019 NBA playoffs

d3 data-visualization lodash node-sass react react-annotation react-popper

Last synced: 03 Jan 2026

https://github.com/centrefordigitalhumanities/digital-atlas

Interface to visualise connections between postcolonial intellectuals

data-visualization postcolonialism

Last synced: 20 Apr 2026

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/bzbradford/wibee-dashboard

Data visualization app for WiBee pollinator surveys.

data-visualization pollinators shiny

Last synced: 30 Jul 2025

https://github.com/charliecm/meteorite-landings

Data visualization of meteorite landings on Earth.

astronomy d3 data data-visualization mapbox space visualization

Last synced: 18 Apr 2026

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/delta-f/deltafstation

🚀 Professional Web-based Quant Platform: High-performance Strategy Backtesting, Real-time Paper Trading, and Live Log Monitoring. Built for retail traders with Flask & deltafq.

algorithmic-trading backtesting data-visualization deltafq flask paper-trading python3 quant quantitative-analysis trading-platform yfinance-api

Last synced: 01 Apr 2026

https://github.com/melihcanndemir/3d-fractal-explorer

Interactive 3D visualization tool for exploring the mesmerizing world of Mandelbrot and Julia fractals. Built with Python, OpenGL and PyQt5, offering real-time animation and intuitive controls.

3d-graphics complex-numbers computer-graphics data-visualization educational fractal graphics-programming interactive julia-set mandelbrot math-visualization mathematical-art mathematics numpy opengl pyqt pyqt5 python scientific-visualization visualization

Last synced: 30 Jul 2025

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/myself-aas/quantium_data_analytics_forage

This project analyzes retail customer chip purchasing behavior using Python, focusing on customer segmentation and key spending drivers to provide data-driven insights for strategic category management recommendations.

data-analysis data-engineering data-science data-visualization feature-engineering forage internship-project matplotlib-pyplot numpy-library pandas-dataframe pearson-correlation python quantium-virtual-experience scipy-stats seaborn

Last synced: 31 Jul 2025

https://github.com/qtle3/logistic-regression

A Python implementation of Logistic Regression to classify social network ads based on age and estimated salary, featuring data visualization and performance metrics such as confusion matrix and accuracy score.

data-visualization feature-scaling logistic-regression logistic-regression-algorithm model-evaluation

Last synced: 01 Aug 2025

https://github.com/shubhamgoyal575/diwali-sankranti-promotion-sales

This Power BI dashboard analyzes sales performance during Diwali and Sankranti festivals. It provides insights into revenue trends, top-selling products, regional sales distribution, and customer purchasing behavior to help optimize festive season sales strategies. 🚀

buisness-intelligence dashboard data-analysis data-visualization diwali-sankranti-sales-analysis excel fast-moving-consumers-goods fmcg microsoft-power-bi mysql power-query powerbi revenue-insights sales-dashboard sales-insights sql

Last synced: 02 Mar 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 665 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 274 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 fucking-awesome-bigdata 414 awesome-interests 66 awesome-visual-analytics-healthcare 83 datatools 61 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 603 Uncategorized 529 Software packages 402 Literature and Media 384 Python 374 Table of Contents 301 UI Components 278 Tools 274 Learning Resources 211 Machine Learning 209 Data and models 205 Books 204 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