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/sayamalt/house-price-prediction

Successfully created a regression model for predicting the price of any house, excluding enormous real estates and mansions, to a significant level of accuracy.

data-visualization exploratory-data-analysis feature-engineering feature-selection machine-learning regression-analysis regression-testing

Last synced: 09 Nov 2025

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/gaurav-0211/seaborn-for-data-visualization

This Project aims to different plotting methods using seaborn for data Visualization.

data-visualization jupyter-notebook matplotlib numpy pandas-dataframe seaborn

Last synced: 20 Apr 2026

https://github.com/kristishqau/ApartmentRegressionAnalysis

This data science project aims to predict apartment prices through regression analysis. The dataset used contains information about apartments, and the project involves various steps such as data preprocessing, exploratory data analysis, feature engineering, and building a decision tree regression model.

apartment-prices data-preprocessing data-science data-visualization decision-tree-regression jupyter-notebook python3

Last synced: 22 Aug 2025

https://github.com/codesaadumair/data-science-monorepo

Comprehensive Data Science monorepo featuring EDA, Machine Learning, Preprocessing, Feature Engineering, and Visualization projects with Jupyter notebooks and Python.

data-analysis data-science data-science-projects data-visualization eda jupyter-notebook jupyterlab machine-learning python

Last synced: 01 May 2026

https://github.com/alvitachen/breathe-retrospective

A dashboard that visualizes AQI and PM job openings across target cities.

aqi beginner charts data-visualization personal-project react vite

Last synced: 10 Apr 2026

https://github.com/anandvai/ai_rag_chatbot_multi_pdf_support

RAG (Retrieval-Augmented Generation) Chatbot built with Streamlit and LangChain, powered by Groq's blazing-fast LLaMA3-8B. It allows you to upload multiple PDFs, ask questions, and get precise, context-aware answers in a conversational format.

ai data data-science data-visualization data-visualizations dataengineering fastapi langchain langgraph python sql streamlit

Last synced: 01 May 2026

https://github.com/ganesh774218/students-health-predictor

An end-to-end machine learning project that applies logistic regression to identify students at risk of depression based on demographic, academic, and lifestyle features. This repository includes data preprocessing, feature engineering, model training, evaluation metrics, and visualizations to provide actionable insights.

data-science data-visualization jupyter-notebook logistic-regression machine-learning machine-learning-algorithms python regression-models

Last synced: 19 May 2026

https://github.com/pascalx-git/randomcharts

Generate charts with random data.

data-visualization design javascript

Last synced: 12 May 2026

https://github.com/nimomach/skateboarding-in-olympics

Skateboarding made its debut in Olympics at the 2020 Summer Olympics. This is a dashboard focused on "Skateboarding in the Olympics" representing a comprehensive overview of the sport's performance, popularity, and key metrics during the Olympic Games.

data-analysis data-visualization olympics paris skateboarding tokyo

Last synced: 10 Mar 2026

https://github.com/mithoon278/us-visa-approval-prediction-mlops-project

This project presents a ML based solution using ML Algorithm to predict which visa applications will be approved and thus recommend a suitable profile for applicants whose visa have a high chance of approval.

aws classification data-visualization ec2-instance exploratory-data-analysis feature-engineering hyperparameter-tuning machine-learning random-forest-classifier s3-bucket

Last synced: 11 Apr 2026

https://github.com/salma-mamdoh/investigating-netflix-movies-and-guest-stars-in-the-office

My Project to learn the Basics of Analysis & Visualization on DataCamp

data-analysis data-visualization datacamp matplotlib pandas python

Last synced: 11 Apr 2026

https://github.com/tclzcja/china-greenhouse-gas-mitigation

This is an environmental data visualization project that shows how much greenhouse gas China can decrease from emission by switching to natural gas energy from coal.

client-project data-visualization

Last synced: 05 Oct 2025

https://github.com/ledsouza/dataviz_vendas_lojas

Projeto de visualização de dados para realizar comparações e distribuições

data-science data-visualization matplotlib pandas pyplot python seaborn vitrinedev

Last synced: 11 Apr 2026

https://github.com/shafaq-aslam/data-analytics-dairy

A comprehensive repository for Data Analytics learning and projects. It includes MySQL, Python, Power BI, Tableau, and Excel. The goal is to analyze data, generate insights, and create compelling visualizations for real-world datasets.

data-analysis data-visualization excel excel-based-data-analysis powerbi python-scripts sql sql-queries sql-queries-for-data-manipulation sql-query-for-data-visualization tableau

Last synced: 20 Jan 2026

https://github.com/jimohola/streamlit_ml

How to build a Web App using Streamlit for Machine Learning Algorithms

data-visualization exploratory-data-analysis machine-learning streamlit webapp

Last synced: 09 May 2026

https://github.com/gabrieldiem/iss_locator

Little python script that plots the ISS (International Space Station) location in a world map at a given time

data-visualization pandas plotly python script

Last synced: 01 May 2026

https://github.com/mvinyard/vinplots

Michael E. Vinyard's python plotting assistant

data-visualization plotting python

Last synced: 05 Oct 2025

https://github.com/1dagord/spectrogram

Generates a spectrogram based on live audio input or a .wav file

audio-analysis data-visualization fft-analysis python python3 spectrogram

Last synced: 18 Aug 2025

https://github.com/tomwhite/misp-2017

MISP camp 2017 materials and code

bioinformatics data data-visualization hackathon

Last synced: 18 Apr 2026

https://github.com/filip-kustura/statistics-olympics-analysis

A group seminar analyzing the relationship between citizens' average height and a country's Olympic success. The project involved data collection, descriptive statistics and statistical testing. Created and presented as part of the mandatory undergraduate Statistics course in spring 2021.

correlation-analysis data-analysis data-visualization descriptive-statistics group-project hypothesis-testing olympic-games r-programming research sports-analytics statistical-testing statistics university-project

Last synced: 05 Jan 2026

https://github.com/vedantshi/stock-price-prediction-for-maang-companies

This project utilizes Long Short-Term Memory (LSTM) networks to forecast stock prices. It includes steps for data preprocessing, model training, and visualization of predictions using Python in Jupyter Notebook. The project demonstrates proficiency in machine learning, data analysis, and Python programming.

data-analysis data-visualization lstm machine-learning python stock-price-prediction

Last synced: 01 May 2026

https://github.com/davidzajac1/four-percent-rule-pandas-analysis

Analysis of the 4% Personal Finance Rule of Thumb

data-analysis data-visualization pandas python

Last synced: 20 Apr 2026

https://github.com/ujjwalll/get-that-flair

It is a repository for project detecting the flair of reddit post through their links. You can find the working model of it at - https://get-that-flair.herokuapp.com/

data-analysis data-visualization django-application herokuapp machine-learning naive-bayes-classifier praw-reddit python3 random-forest reddit-api sentiment-analysis topic-modeling

Last synced: 01 May 2026

https://github.com/fatihilhan42/turkey_earthquake_analysis_1915-2021_python

In this project, earthquakes in Turkey from 1915 to 2021 were analyzed. The data taken from the data set, which you can find in the repo, was first organized using data cleaning algorithms. Afterwards, these cleaned data were printed out as graphics and animation using data visualization algorithms.

data-analysis data-cleaning data-visualization jupyter-notebook

Last synced: 23 Mar 2025

https://github.com/mrwilbroad/react-data-visualizaion

Data visualization with reactjs , react-chartjs-2

chartjs data-visualization graphs react-chartjs-2 reactjs

Last synced: 02 May 2026

https://github.com/batthulavinay/which-anime-dominates-the-world

This Kaggle notebook analyzes the global popularity of anime across different countries. Using data visualization and statistical insights, we explore which anime dominate in various regions and uncover trends in global anime consumption.

data-visualization exploratory-data-analysis matplotlib numpy pandas python seaborn

Last synced: 24 Mar 2025

https://github.com/saravanansuriya/phonepe-pulse-data-visualization-and-exploration

Creating a dashboard by using streamlit application. In this app visualizing the data taken from Phonepe pulse Github repository.

data-visualization github-cloning mysql-database pandas-dataframe plotly-express python streamlit-webapp

Last synced: 10 Apr 2026

https://github.com/steviecurran/dashboards

Compilation of Links to the dashboards in the other repositories

dashboard data-analysis data-science data-visualization pandas powerbi python-dash tableau

Last synced: 21 Feb 2026

https://github.com/subhadipsinha722133/credit-card-fraud-dection

Web application for detecting fraudulent credit card transactions using machine learning

data-visualization fraud-detection machine-learning matplotlib numpy pandas seborn sklearn streamlit

Last synced: 10 Apr 2026

https://github.com/allanotieno254/powerbi-sales-dashboard

This repository provides a step-by-step guide to building a Power BI sales dashboard. It includes sample data, DAX measures, and visual examples

data-analytics data-visualization dax-expression power-bi sales-analysis

Last synced: 03 Jan 2026

https://github.com/kowshik24/predictstock

🚀 StockSage: Predicting Tomorrow's Stocks, Today! 🌌 Dive deep into the future of stock prices with StockSage! Powered by LSTM networks, this repository is a treasure trove for those looking to explore the intricacies of stock price predictions. 📈✨ 🔗 Live App: https://stocksage.streamlit.app/

data-science data-visualization deep-neural-networks lstm stock-market streamlit tensorflow

Last synced: 18 Mar 2026

https://github.com/deller23/hotel_booking_data_cleaning

Efficiently transforming raw hotel booking data into actionable insights! This project leverages Python and Pandas for advanced data cleaning—handling missing values, detecting outliers, and optimizing features—ensuring a high-quality dataset ready for analysis and modeling.

data-analysis data-cleaning data-preprocessing data-visualization data-wrangling pandas python

Last synced: 31 Mar 2025

https://github.com/devoloper-1/retailpulse

A dynamic data visualization dashboard analyzing global supermarket trends, competitors, and market insights

amcharts5 bootstrap css data-visualization database flask html javascript pandas python sqlalchemy sqlite tailwind-css walmart

Last synced: 11 Apr 2026

https://github.com/shivabajelan/usgs_earthquake_visualisation

USGS Earthquake Visualisation is an open-source project that provides an interactive map to visualise earthquake data collected by the USGS, highlighting the relationship between tectonic plates and seismic activity. Built with JavaScript, Leaflet.js, D3.js, HTML, and CSS, the project is available on GitHub under the MIT License.

api css d3 data-visualization html javascript leafletjs

Last synced: 31 Mar 2025

https://github.com/rios0rios0/investmate

Go-based application designed to scrape and analyze ETF (Exchange-Traded Fund) data, focusing on dividend cash amounts, average closing prices, and dividend yields over a specified number of years. The application uses the colly library for web scraping and the tablewriter library for displaying the data in a formatted table.

crawling data-visualization etf-investments financial-analysis golang

Last synced: 23 May 2026

https://github.com/matthewdeanmartin/sparkle_log

Write a spark line graph of CPU, Memory, etc to the python log

cpu data-visualization logging memory performance-monitoring python sparkline

Last synced: 04 Feb 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/gilberto-xyz/dataviz

Visualizacion de datos con Altair

altair data-visualization notebook visualization

Last synced: 10 Jun 2025

https://github.com/quocduyenanhnguyen/twitter-despicable-me-4-hashtag-engagement-analysis

In this project, I explored Despicable Me 4 hashtag on Twitter to gather engagement metrics for data analysis over a one week period.

csv-files data-analytics data-cleaning data-visualization mysql python3 tableau tableau-dashboards tableau-public twitter twitter-hashtag

Last synced: 16 May 2026

https://github.com/vassilevsky/4sq73

Демонстрация неточности координат заведений Foursquare на примере Ульяновска

data-visualization foursquare-api geo yandex-maps

Last synced: 15 Mar 2025

https://github.com/guilherme-marcello/r-data-analysis-barplots

Reading RDS files, processing and presentation in bar plots

bar-plot data-visualization r

Last synced: 05 Oct 2025

https://github.com/srimantapal205/analyze-hr-data---power-bi

The purpose of this Power BI project is to create an interactive dashboard to analyze employee data.

bi-project data-visualization dax-query powerbi

Last synced: 05 Jan 2026

https://github.com/jmjuanes/vizjar

:chart: Micro visualization toolkit for building interactive graphics for data exploration

data-visualization visualization

Last synced: 31 Mar 2025

https://github.com/shridhar1504/milk-production-time-series-forecasting-datascience-project

This project uses time series forecasting to predict future milk production. The data used in this project is monthly milk production data from January 1962 to December 1975. The ARIMA (autoregressive integrated moving average) model is used to forecast the milk production. The model is evaluated using various metric.

adf arima-model augmented-dickey-fuller-test data-analysis data-analytics data-science data-visualization eda exploratory-data-analysis machine-learning machine-learning-algorithms python python3 residuals sarimax seasonality time-series time-series-forecasting trends

Last synced: 02 May 2026

https://github.com/harshmule1/crypto-market-trend

Crypto Market Trend Using Power Bi

analysis data-visualization excel powerbi

Last synced: 29 Jan 2026

https://github.com/manel15279/datamining-project

A university project that aims to explore various data mining techniques like Data Exploration, Association Rule Mining, Supervised and Unsupervised Learning, applied to real-world datasets, focusing on soil fertility analysis and COVID-19 cases evolution over time.

covid-19 data-analysis data-mining data-visualization datascience gradio machine-learning python soil-properties

Last synced: 10 Jun 2025

https://github.com/kplanisphere/analysis-of-political-texts

Analysis and Classification System of Political Texts Using Natural Language Processing - Final Project for the Information Retrieval Course

classification-model data-science data-visualization deep-learning information-retrieval machine-learning natural-language-processing neural-network nlp nlp-machine-learning

Last synced: 05 Oct 2025

https://github.com/hafs96/prediction_consommation-de-carburant

Dans ce projet, l'objectif est de développer un modèle permettant de prédire si une voiture a une consommation de carburant élevée ou faible en fonction de ses caractéristiques techniques.

analysis data data-visualization machine-learning testing training

Last synced: 09 Jun 2026

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/supsi-deass-cpps/multilingual_thematic_analysis

Modular R pipeline for multilingual survey analysis — translate, embed, cluster, and visualize open-ended responses using Google Cloud and tidyverse tools.

clustering data-visualization linguistics multilingual-analysis natural-language-processing qualitative-research r reproducible-research social-science survey-data text-mining thematic-analysis translation

Last synced: 04 Oct 2025

https://github.com/nitheshgoutham/phonepe-pulse-data

Phonepe Pulse Data Visualization and Exploration: A User-Friendly Tool Using Streamlit and Plotly

data-science data-visualization plotly python sql streamlit

Last synced: 09 Apr 2026

https://github.com/ashraf-khabar/bank-marketing-data-analysis

This project is focused on analyzing bank marketing data using PyTorch, pandas, numpy, and scikit-learn. The goal is to build a predictive model that can help identify potential customers who are more likely to subscribe to a bank's term deposit.

data-cleaning data-science data-visualization dataset deep-learning deep-neural-networks feedforward-neural-network learning neural-networks numpy pandas python pytorch sklearn

Last synced: 09 Apr 2026

https://github.com/wattyven/opencovidca-dashboard

A Jupyter notebook for making quick and dirty visualizations of Canadian COVID statistics using data from the OpenCOVID API. (API unfortunately deprecated)

canada-covid-19 covid-19 data-visualization jupyter jupyter-notebook statistics

Last synced: 14 Mar 2025

https://github.com/thenazar9/user-behavior-email-campaign-analysis-sql

Analysis of user behavior and email campaign performance using BigQuery and Looker Studio, focusing on account creation trends, email engagement, and user segmentation.

analytics bigquery data-analysis data-visualization etl looker-studio sql structured-query-language

Last synced: 16 Oct 2025

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/easonlai/eda_for_hk_covid19

This is a code sample of Exploratory Data Analysis (EDA) for COVID-19 cases in Hong Kong. Data is obtained from official data.gov.hk.

covid-19 covid19-data data-analytics data-science data-visualization eda matplotlib omicron pandas python python3 seaborn

Last synced: 09 Apr 2026

https://github.com/ianjure/average-precipitation-map

A 3D data visualization of average precipitation using R.

data-visualization philippines r

Last synced: 16 Aug 2025

https://github.com/bhawnagoyal18/ai-doctor-a-symptom-checker-disease-predictor

AI Doctor is an intelligent healthcare application that utilizes machine learning (ML) and Python to predict potential diseases based on user-input symptoms. The project integrates data from multiple medical datasets and provides an interactive web-based UI for an intuitive user experience.

data-analysis data-engineering data-visualization dataset flask html5 machine-learning python sql stacking statistics

Last synced: 02 May 2026

https://github.com/aman-codde/credit-card-analytics

A full-stack dashboard for credit card users to analyze spending, track rewards, and download statements securely.

analytics dashboard data-visualization express fullstack jwt-authentication mongodb nodejs react recharts tailwindcss

Last synced: 09 Apr 2026

https://github.com/lu-m-dev/biostatistics-eda

Exploratory data analysis and visualization system for biostatistical research

biostatistics data-analysis data-visualization eda

Last synced: 25 Jun 2026

https://github.com/relostar-devil/analyzing-naming-trends-using-python

Analyzes naming trends by processing baby names data from the Social Security Administration (SSA)

data-visualization python

Last synced: 30 Apr 2026

https://github.com/abhipatel35/diabetes_ml_classification

Predict diabetes using machine learning models. Experiment with logistic regression, decision trees, and random forests to achieve accurate predictions based on health indicators. Complete lifecycle of ML project included.

classification data-analysis data-science data-visualization descision-tree diabetes-prediction jupiter-notebook logistic-regression machine-learning model-evaluation open-source pandas pycharm-ide python random-forest scikit-learn

Last synced: 20 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/abdul-aa/drug-sentiment-analysis

Extracting Themes and Sentiments in Birth Control Drug Reviews with DistilBert and LDA Topic Modeling

data-visualization distilbert lda-topic-modeling natural-language-processing sentiment-analysis tableau

Last synced: 22 Apr 2026

https://github.com/fatihilhan42/spotify-songs-recommendations-system_with_python

We developed a song recommendation system for the user with the data we received from our Spotify song dataset. Data set and other applications are given in the description. Have a nice day.

data-analysis data-science data-visualization jupyter-notebook python recommendation-engine recommendation-system

Last synced: 02 May 2026

https://github.com/bessouat40/photo-gallery-viewer

This project is a photo gallery app 🎨 It leverages a CLIP model for powerful image search based on text keywords. You can easily filter through your images using AI-driven queries!

artificial-intelligence data-visualization elasticsearch embeddings image-gallery image-search mvc-architecture offline photo-gallery python

Last synced: 09 Apr 2026

https://github.com/mikeesto/ausvotes19

:bird: A collection of 67,284 public tweets published on the night of the 2019 Australian election

australia data-analysis data-visualization elections open-data twitter

Last synced: 06 Apr 2025

https://github.com/josephbarbierdarnal/matoolkit

matoolkit is a python package containing a toolbox for creating visually appealing graphs/annotations in matplotlib

data-analysis data-visualization matplotlib

Last synced: 31 Mar 2025

https://github.com/shellynagar27/business-insights-360-project

A comprehensive Dashboard which provides better understanding of the business's market standing, key focus areas for optimization, underperforming customers, and year-wise financial insights, aiding in better inventory planning and performance tracking. Further it can be used in answering n number of why questions based on the situations.

dashboard data-analysis data-visualization dax-languague dax-studio excel performance-optimization power-bi reporting sql storage-manager

Last synced: 27 Jan 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/garcane/solana-ml-forecast

This project uses machine learning, specifically an XGBoost regressor, to predict the price of Solana (SOL) based on historical data and engineered features.

cryptocurrency data-visualization machine-learning solana xgboost

Last synced: 10 May 2026

https://github.com/dianaow/ploty-dash-fifa

Dash/Plotly (Python): Visualizing high-level score attributes and connections of players in the FIFA 22 game

data-visualization fifa fifa-2022 plotly plotly-dash python soccer sports-analytics sports-visualisation

Last synced: 23 Oct 2025

https://github.com/zeroxjackson/trendviz

A data visualization tool for Twitter trends in the United States.

data-visualization twitter

Last synced: 01 Apr 2025

https://github.com/jigyasag18/bird-strikes-in-aviation-project

This project analyzes over a decade of U.S. bird strike data (2000–2011) to evaluate safety risks, damage trends, and cost implications in aviation. Using PostgreSQL for database management and Power BI for dashboard visualization, it uncovers critical insights into when, where, and how wildlife impacts aircraft. Key findings inform strategically.

bird-strike-prevention bird-strike-prevention-in-real-airport data data-analysis data-analysis-project data-visualisation data-visualization data-visualization-project data-visualizations database dataset dax-query postgresql postgresql-database powerbi powerbi-desktop powerbi-report powerbi-visuals sql sql-database

Last synced: 09 May 2026

https://github.com/kingrg-buff/portfolio

🛠️ About Me I am a Computer Information Systems student at WTAMU, building a foundation in networking, security, databases, analytics, and programming. My passion lies in data science, particularly in using machine learning and data wrangling to uncover insights. This portfolio highlights projects that showcase my technical work.

asp-net-core azuremachinelearning bootstrap csharp data-analytics data-science data-visualization database-management efcore html-css-javascript machine-learning ooad powerbi predective-modeling python r sql system-integration technical-documentation web-development

Last synced: 13 Apr 2026

Data visualization Awesome Lists
awesome-datascience 944 awesome-creative-coding 410 awesome-bigdata 668 awesome-jupyter 208 go-recipes 182 awesome-dataviz 159 awesome-single-cell 520 awesome-python-data-science 382 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-ggplot2 661 awesome-data-analysis 936 awesome-clojurescript 124 awesome-frontend-gis 199 awesome-open-data-centric-ai 56 data-science-with-ruby 101 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-biological-visualizations 70 awesome-python-machine-learning-resources 1,884 awesome-datajournalism 170 awesome-expression-browser 163 awesome-qlik 32 awesome-data-journalism 195 awesome-deepnote 41 Road2R 265 fucking-awesome-creative-coding 85 awesome_science 73 awesome-julia-list 42 awesome-list 1,345 fucking-awesome-machine-learning 940 fucking-awesome-datascience 238 data-engineering-collection 678 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 UI Components 278 Tools 274 Table of Contents 226 Learning Resources 211 Machine Learning 209 Books 204 Data and models 202 Training Resources 201 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 169 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133