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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/y-india/retail-sales-analysis-project

Analysis and preprocessing of retail store sales data. Includes data loading, merging, and initial inspection. 📌 Recommended: See README.md for detailed project progress and dataset information.

ai dashboard data-analysis data-science data-visualization jupiter-notebook machine-learning matplotlib python real-world-problem-solving real-world-project retail-analytics sales-analysis seaborn sklearn-library streamlit

Last synced: 07 May 2026

https://github.com/rogernet/desafio-profissional-produto-data-driven

Ajudar a formar Analistas de Produto, PMs e Gestores de Negócio capazes de tomar decisões estratégicas baseadas em dados.

data-analysis data-science data-visualization product

Last synced: 23 Jun 2026

https://github.com/divyanshu-rawat/data-visualization-highmaps

Built Using Highcharts JavaScript API to Visualize Data !:mortar_board:

bootstrap data-visualization geolocation-api highcharts javascript jquery

Last synced: 07 May 2026

https://github.com/1ayanabil1/iris-visualization

This repository focuses on visualizing the Iris dataset using various data visualization techniques. It includes histograms, scatter plots, box plots, pie charts, bubble charts, and KDE plots to provide insights into the dataset’s structure. The project utilizes Matplotlib, Seaborn, Plotly, and Scikit-learn to generate insightful visualizations.

analytics clustering data-analysis data-science data-visualization datavisualization-project datavisualizations eda exploratory-data-analysis machine-learning machinelearning-python python

Last synced: 07 May 2026

https://github.com/oldhero5/talent_track

TalentTrack is an open‐source recruitment analytics web application built with Flask and Python. It leverages advanced machine learning techniques—such as Product Quantization (PQ) for candidate ranking and SHAP for model interpretability—to help HR teams and recruitment professionals identify high-quality candidates efficiently.

active-learning analytics candidate-ranking data-visualization faiss flask hrtech machine-learning open-source python recruitment shap talent-analytics

Last synced: 07 May 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/rudra-g-23/find-my-joint

A utility to find potential join keys (matching columns) across multiple DataFrames.

data-analysis data-visualization join network-graph pandas pandas-dataframe

Last synced: 24 Jun 2026

https://github.com/matusf/glasgow_wifi

Script that plots wifi access points to map and labels them by their protection

data data-visualization folium python python3

Last synced: 24 Jun 2026

https://github.com/jeugregg/coronavirusmodel

Coronavirus Visualization & Modeling

coronavirus covid-19 data-visualization

Last synced: 24 Jun 2026

https://github.com/tushard48/analyzing-usa-market-trends-a-financial-overview

In-depth analysis of US market trends, encompassing economic indicators, industry performance, and financial data

data data-visualization powerbi

Last synced: 19 Mar 2026

https://github.com/tambapps/fos-visualisation

a data visualization project of research papers Field of Subject (FOS) using OpenGL through LWJGL

data-visualization java lwjgl opengl

Last synced: 16 Apr 2026

https://github.com/judahpaul16/plume

Map how user information flows through any codebase or infrastructure into a readable graphic

charts cli data-flow data-visualization documentation flow observability pii reports tooling

Last synced: 25 Jun 2026

https://github.com/szapp/magistdataanalysisvisualization

Case study: Data analysis and visualization to evaluate and recommend a business partnership. Team project for data-driven business with SQL and Tableau

dashboard data-analysis data-science data-visualization data-viz sql tableau-public

Last synced: 19 Mar 2026

https://github.com/pit1000/mrcoldguy

✨ This project demonstrates the capabilities of IoT (Internet of Things) 🌐, combining microcontrollers 🕹️ with web applications 💻, for practical uses of both front-end and back-end 🗄 technologies.

bootstrap data-visualization esp8266 flask-backend html-css-javascript iot python3 sqlite-database wrekzeug

Last synced: 15 Feb 2026

https://github.com/kplanisphere/plotted-3d-environment

Plotted 3D Environment is a graphical project inspired by Minecraft, designed to demonstrate 3D object creation, animation, and interaction using OpenGL. It features first-person navigation, texture mapping, and collision detection within a dynamic 3D environment filled with obstacles and enemies - Final project for the Graphing course.

3d-graphics animation camera-movement collision-detection computer-graphics cpp data-visualization educational-project opengl texture-mapping

Last synced: 03 May 2026

https://github.com/newking9088/marketing_campaign_ml_prediction_dashboard

Transform your marketing strategy with our intuitive ML Prediction Dashboard, providing real-time, data-driven insights to optimize campaign success.

data-visualization finance-application streamlit-webapp

Last synced: 29 Jun 2026

https://github.com/pm25/youbike-station-finder

🚲 Display and visualize real-time information for Taipei YouBikes.

css3 d3js data-visualization html5 javascript visualization website youbike

Last synced: 08 May 2026

https://github.com/geo-y20/loan-approval-automation-using-mongodb-and-pymongo

This project demonstrates the implementation of a loan approval system that utilizes MongoDB for distributed data storage and management, and PyMongo for database operations. The project aims to automate the assessment of loan eligibility using customer details from online applications.

crud-application data data-analysis data-science data-visualization deployment jupyter-notebook loan-default-prediction loan-prediction-analysis machine-learning machine-learning-algorithms matplotlib mongodb pymongo streamlit web

Last synced: 08 May 2026

https://github.com/zouari-oss/user-risk-detection

FastAPI-based microservice that predicts the risk level of a user session

data-generation data-visualization ml pandas xgboost xgboost-classifier

Last synced: 29 Jun 2026

https://github.com/clarelgibson/england-school-admissions

An interactive dashboard helping parents in England understand the primary and secondary school admissions process.

dashboard data-visualization england primary-school r school school-admissions secondary-school tableau tableau-public tidyverse uk united-kingdom

Last synced: 29 Jun 2026

https://github.com/amruthadevops/suspicious_web_threat_interactions

To detect and analyze patterns in web interactions for identifying suspicious or potentially harmful activities

cyber-security data-analysis data-science data-visualization jupyter-notebook machine-learning powerbi python

Last synced: 29 Jun 2026

https://github.com/manhtdxxx/batch-and-stream-pipeline-via-lakehouse

This project demonstrates a modern Lakehouse architecture supporting both streaming and batch data pipelines, built on Apache Iceberg tables.

airflow batch-processing data-engineering data-visualization docker elt-pipeline hive-metastore iceberg kafka lakehouse medallion-architecture spark stream-processing superset trino

Last synced: 08 May 2026

https://github.com/rudeboybert/2016-09-math116

2016-09 Middlebury Intro to Statistical & Data Sciences

data-manipulation data-science data-visualization statistical statistics

Last synced: 16 Feb 2026

https://github.com/darkmenacer/google-geolocation-bias

Tool to scrape web links for different queries from different cities across the world, all from your home

data-visualization postgresql python3 selenium webscraping

Last synced: 08 May 2026

https://github.com/shridhar1504/loan-clustering-datascience-project

This project uses Machine Learning to Cluster loan together based on their similarities. The project uses a dataset of loan application which includes information about the Loan amount and Balance. The project then use the clustering algorithm to group the loan together based on the similarities.

clustering-algorithm data-analysis data-science data-visualization datanalysis eda kmeans-clustering machine-learning python sql sql-server unsupervised-learning

Last synced: 08 May 2026

https://github.com/hyoaru/philippine-poverty-area-estimates-choropleth

A web application providing a visual representation using a choropleth map of the estimated magnitude of poor families in the Philippines from the years 2006, 2009, 2012, and 2015.

data-visualization plotly python streamlit web-application

Last synced: 08 May 2026

https://github.com/zoliqua/venn-diagram-lab

🟢 🟤 Interactive Venn diagram viewer & editor — 44 SVG models (2–9 sets), pre-computed region paths, React + TypeScript + Vite

adelaide bioinformatics data-visualization edwards-venn euler hamilton interactive manawatu massey palmerton-north python-package react set-theory svg typescript upsetplot venn venn-diagram venndiagram victoria

Last synced: 05 May 2026

https://github.com/baggiponte/ta-statistics-for-big-data-2022

🎓 Introduction to Python and Machine Learning [UniMi • AY 2021/2022]

clustering data-science data-visualization machine-learning python scikit-learn

Last synced: 03 May 2026

https://github.com/scarblase/salary-comparison

Submission for the DataCamp Salary Competition(1 level). 🏆

data data-analysis data-science data-visualization engineering python sql structured-data

Last synced: 01 May 2026

https://github.com/rohithay/customer-segmentation

Clean and Apply RFM technique to rank and group clusters to identify the best customers and perform targeted marketing campaigns, using real online transaction data

data-cleaning data-science data-visualization datetime marketing-analytics pandas python3 user-segmentation

Last synced: 03 May 2026

https://github.com/iguptashubham/ott-churn-eda-ml

Understanding why customers discontinue their subscriptions will be crucial in optimizing the user experience, reducing churn, and maximizing customer lifetime value. By using Machine learning model to predict the Customer Churn.

data-analysis data-analysis-project data-science data-science-portfolio data-science-projects data-visualization machine-learning python

Last synced: 08 May 2026

https://github.com/jethronap/jstat-gui

Web-based GUI application for data analysis

data-analysis data-visualization java jstat mongodb

Last synced: 08 May 2026

https://github.com/themuhd/world-cup-analysis

Analysis of The FIFA World cup from its inception to the recently completed tournament in 2023

data data-science data-visualization dataanalysis matplotlib matplotlib-pyplot notebook python

Last synced: 08 May 2026

https://github.com/tushard48/product-cluster-analysis

This project performs clustering analysis on a product dataset to identify and group similar products. The analysis includes data preprocessing, application of various clustering algorithms, and visualization of results to gain insights into product patterns. Key techniques used are K-Means, Mini Batch K-Means, evaluated using metr

data-visualization excel machine-learning powerbi streamlit unsupervised-learning

Last synced: 03 May 2026

https://github.com/elaaatif/data-visualisation

This project aims to visualize the popularity of programming languages on GitHub from 2011 to 2021. We use data obtained from BigQuery's public `github_repos` and `githubarchive` datasets, focusing on public repositories, pull requests (PRs), and issues.

css d3-visualization d3js data-visualization

Last synced: 08 May 2026

https://github.com/anarya22/heart-disease-classification

Predicting heart disease using machine learning. This notebook looks into various python base ML and DS libraries in an attempt to build a machine learning model capable of predicting whether or not someone has heart disease based on their medical attributes.

data-cleaning data-visualization machine-learning matplotlib numpy pandas scikit-learn

Last synced: 01 May 2026

https://github.com/garcane/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: 19 Mar 2026

https://github.com/md-emon-hasan/4-eda-football-ml-app

A ML application focused on exploratory data analysis and football analytics, featuring data visualization and insights using Python and relevant libraries.

data-science-projects data-visualization eda exploratory-data-analysis football-analytics sports-analytics webapp

Last synced: 08 May 2026

https://github.com/sniperwolf/vis-gem

Wrap vis.js dependencies in Rails project.

charts data-visualization javascript network rails ruby timeline visualization

Last synced: 09 May 2026

https://github.com/zeynepcol/data-analysis-visualization

Data visualization and interactive analytics - Olympics Dataset

data-analysis data-science data-visualization matplotlib pandas plotly python scipy seaborn streamlit

Last synced: 03 May 2026

https://github.com/garcane/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: 19 Mar 2026

https://github.com/nomadsdev/sys-moninsight

System Monitoring and Analysis Tool is a utility for real-time performance tracking. It logs CPU, memory, and disk usage, provides visual graphs, and offers performance recommendations. Perfect for optimizing system efficiency.

automation cpu-usage data-analysis data-visualization disk-usage matplotlib memory-usage performance-analysis performance-optimization psutil python real-time-monitoring resource-management sys-moninsight system-metrics

Last synced: 19 Jun 2026

https://github.com/flazefy/customanalytic

created using next js, mysql, laravel api

apexcharts api data-visualization nextjs vercel

Last synced: 09 May 2026

https://github.com/pradipece/interactive_analytics_data_automation

This project allows users to control complex dataset processing with Python programming by merging Streamlit with Plotly for visualizations.

automation data-science data-visualization pandas plotly streamlit

Last synced: 01 May 2026

https://github.com/fatihilhan42/covid-19-data-analysis-visualization

The first project of our data visualization studies is the COVID-19 data analysis project. In this project, we analyzed the data of the COVID-19 pandemic, which started in the first month of 2020 and still continues to affect the world, on the basis of countries. You can find the brief details of the project we realized in 3 stages in the readme file. We have tried to explain the details of the project step by step below. We wish you healthy days.

covid-19 data-science data-visualization pandas python visualization

Last synced: 09 May 2026

https://github.com/leosimoes/datascienceacademy-powerbi-3.0

Projetos do curso Microsoft Power BI Para Data Science Versão 3.0 da DataScienceAcademy. Dashboards para diversos casos de negócios.

business-intelligence dashboards data-analysis data-visualization microsoft-power-bi

Last synced: 19 Mar 2026

https://github.com/riddhis2226/titanic-survival-data-analysis

Titanic-Survival-Data-Analysis : Analyze passenger data from the Titanic to predict survival based on features like age, gender, class, and fare.

data-analysis data-mining data-science data-visualization database jupyter-notebook machine-learning-models machinelearning-python plotlyjs python3

Last synced: 01 May 2026

https://github.com/avijit-jana/redbus-data-scraper-dashboard

A Streamlit-based application leveraging Selenium to automate data scraping from Redbus, enabling efficient collection, analysis, and visualization of bus travel data for improved operational efficiency and strategic planning in the transportation industry.

automation dashboard data-analysis data-visualisation data-visualization datadrivendecisions filtering python3 redbus selenium selenium-python streamlit streamlit-application travel web-scraping webscrapping

Last synced: 09 May 2026

https://github.com/nathanvilbert/kaiture-agriculture-business-reports-with-power-bi

The project "Kaiture-Agriculture-Business-Reports-with-Power-BI" focuses on utilizing Business Intelligence to optimize agricultural yield and productivity. By integrating Power BI for data analysis, this project provides comprehensive insights into crop production patterns, market trends, and key factors affecting yield.

big-data-analytics data-visualization power-bi sas swot-analysis

Last synced: 19 Mar 2026

https://github.com/najibninaba/jobs-sg

Interactive visualization of AI exposure across 562 Singapore occupations, adapted from karpathy/jobs using MOM wage data and SSOC classifications.

ai data-visualization dataviz jobs labour-market labour-market-statistics llm occupational-data singapore treemap

Last synced: 10 Jun 2026

https://github.com/muralisuvvani/airbnb-exploratory-analysis

Exploratory Data Analysis (EDA) on Airbnb NYC dataset to uncover trends, patterns, and insights. Data cleaning and visualization of Airbnb listings in New York City. Analyzing Airbnb NYC 2019 dataset using Python (Pandas, Numpy, Matplotlib, Seaborn)

analytics data-visualization exploratory-data-analysis numpy pandas python3

Last synced: 04 May 2026

https://github.com/alejo1630/ibm_capstone_project

This project aims to leverage predictive analytics to forecast the outcomes of rocket launches for Space Y, a new player in the commercial space industry.

data-collection data-science data-visualization data-wrangling exploratory-data-analysis machine-learning predictive-modeling python spacex

Last synced: 01 May 2026

https://github.com/darshan1924/stock-price-pridiction

Stock Price Predictor App: A machine learning-powered application built with Streamlit to analyze historical stock data, visualize trends (e.g., moving averages), and predict future stock prices using an LSTM model. It fetches real-time data via Yahoo Finance and provides interactive visualizations for informed decision-making.

data-visualization jupyter-notebook kera lstm-neural-networks machine-learning python3 stock-price-prediction streamlit yahoo-finance-api

Last synced: 09 May 2026

https://github.com/dogan-the-analyst/developer_survey_analysis

Analysis of the 2024 Stack Overflow developer survey. Tools used include Python, Pandas, Matplotlib, and IBM Cognos.

data-analysis data-visualization ibm-cognos-analytics matplotlib pandas python

Last synced: 09 May 2026

https://github.com/chauxvive/uschildpoverty

An interactive choropleth map visualizing U.S. state-level child poverty data using D3.js. Compare child poverty rates over time with data from KIDS COUNT and the US Census Bureau.

choropleth-map d3 d3js data-visualization dataviz

Last synced: 09 May 2026

https://github.com/talha-1010/imdb-data-analysis

A data analysis project made with python using pandas

data-analysis data-visualization jupyter-notebook pandas pandas-dataframe

Last synced: 09 May 2026

https://github.com/musfiquejim/enacp-a-hybrid-machine-learning-framework-for-detecting-anticancer-peptides

EnACP: একটি Ensemble Learning মডেল যা অ্যান্টিক্যান্সার পেপটাইড সনাক্তকরণের জন্য ব্যবহৃত হয়।

adamoptimizer ai cnn-classification data-visualization deep-learning densenet inceptionv3 machine-learning matplotlib-pyplot numpy pandas randomforestclassifier randomforestregressor restnet sklearn u-net-pytorch vgg16 vgg19

Last synced: 04 May 2026

https://github.com/com-480-data-visualization/project-2023-the-vizards

Lausanne Transportation : a data visualization of the Lausanne Transportation network. Developed by the Vizards team as part of the EPFL Data Visualization course project (COM-480).

buses data-analysis data-science data-visualization epfl lausanne map metro public-transport public-transportation switzerland webgl

Last synced: 01 May 2026

https://github.com/com-480-data-visualization/project-2023-choo-choo-data-darlings

This repository contains the source code for our data visualization project, an interactive platform designed to explore the intricate Swiss transportation network. Developed by the Choo Choo Data Darlings team at EPFL, the project provides an in-depth view into the vast array of Swiss transportation operations, including trains, buses, and trams.

boats buses data-analysis data-science data-visualisation data-visualization epfl metro public-transport public-transportation switzerland trains trams

Last synced: 01 May 2026

https://github.com/douglasvolcato/fiis-analysis-brasilian-market

Brazilian investment fund analysis focused in dividend yield and minimun price variation

data-science data-visualization pandas python scraping scraping-websites

Last synced: 09 May 2026

https://github.com/douglasvolcato/brazilian-stock-market-analysis

Brazilian stocks analysis focused in dividend yield, diversification and minimun price variation

data-science data-visualization pandas python scraping scraping-websites

Last synced: 09 May 2026

https://github.com/macagua/entrenamiento.data_scientist_python

Repositorio de manuales y recursos del entrenamiento "Data Scientist en Python" realizado por Leonardo J. Caballero G.

data-analytics data-scientist data-visualization numpy pandas-dataframe python37 streamlit

Last synced: 01 May 2026

https://github.com/mariam-badr-mb/gtc-ml-project2-diabetes-prediction

This project is part of the GTC Machine Learning Program. It demonstrates the end-to-end ML workflow by building a predictive model for diabetes detection

classification-algorithm data-analysis data-visualization diabetes-prediction gridsearchcv hyperparameter-tuning machine-learning python

Last synced: 09 May 2026

https://github.com/vasugi2003/covid_19_daily_analysis

Analysis of COVID19 day to day updates using POWER BI analysis tool.

covid19 covid19-data csv data-science data-visualization dataanalytics powerbi predictive-analytics

Last synced: 19 Mar 2026

https://github.com/athari22/house_sales_in_king_count_usa

The idea of the project is to do a Data analysis in a Real Estate Investment Trust. The Trust would like to start investing in Residential real estate.

analysis data data-science data-visualization ibm ibm-watson linearregression machine-learning matplotlib numpy pandas sklearn-library

Last synced: 01 May 2026

https://github.com/sathyasris27/data-analysis-on-adult-smoking-patterns-in-the-uk

The aim of this analysis is to understand the smoking patterns among adults in the UK.

data data-analysis data-visualization python3

Last synced: 09 May 2026

https://github.com/barrarrr/fly-in

A dynamic, terminal-based drone network simulation application.

42 42school a-star algorithms breadth-first-search data-visualization drone fly-in

Last synced: 10 Jun 2026

https://github.com/vrostbyte/budget-app

Web app to manage personal finances: track expenses, income, bills, and visualize budgets with charts.

bills-management budget css data-visualization expense- finance html income-tracker javascript json personal-finance web-app

Last synced: 10 May 2026

https://github.com/deva-246/business-insights-on-realtime-swiggy-data-using-python

Data analysis for business decision-making and insights of a real time segment of Swiggy data.

data-visualization jupyter pandas python seaborn

Last synced: 10 May 2026

https://github.com/archie-cm/credit_risk_model_vix_id-x_partners

The objective project is to decrease the company's losses by up to 30% through bad loans by creating a machine learning system to assist in automating loan assessments

credit-risk data-analysis data-visualization machine-learning scorecard

Last synced: 01 May 2026

https://github.com/dimitryzub/walmart-stores-coffee-analysis

Walmart Coffee Exploratory Data Analysis. Data Extracted with SerpApi 🧡

analysis analytics data data-visualization matplotlib pandas python pythonanalysis seaborn

Last synced: 10 May 2026

https://github.com/gabrielmpinho/cs50-sql

Solutions and notes from CS50’s Introduction to Databases with SQL. Covers CRUD operations, data modeling, normalization, joins, views, indexes, and connecting SQL with Python and Java. Begins with SQLite for portability and introduces PostgreSQL and MySQL for scalability.

data-analysis data-structures data-visualization database databases javascript python sql

Last synced: 10 May 2026

https://github.com/kalelmartinho/7daysofcode

Esse projeto tem como objetivo experienciar o dia a dia de um cientista de dados. É um desafio com duração de uma semana, proposto pela Alura.

7daysofcode alura data-cleaning data-science data-visualization forecasting machine-learning

Last synced: 10 May 2026

https://github.com/sohhamseal/help-me-with-my-data

A website to help users view, verify and modify data for preprocessing and apply various classical ML algorrithms

correlation-analysis data-transformation data-visualization descriptive-analysis exploratory-data-analysis k-means-clustering regression-analysis

Last synced: 19 Mar 2026

https://github.com/bsperezb/python_sql_manage

this project read a excel, save and delete objects of database and export logs and data errors in excel format

data-science data-visualization postgresql python sql

Last synced: 02 May 2026

https://github.com/jdanielgoh/mortalidad-infantil

Este proyecto se realizó para el datatón sobre niñez y adolescencia en México 2023. Contiene visualizaciones sobre mortalidad infantil con d3 y vue

d3 d3js data-visualization

Last synced: 09 Jun 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/vikhram-s/indian-budget-2025-dashboard

Interactive dashboard visualizing the Indian Government's Annual Budget 2025 using Next.js, Chart.js, and responsive design. Built with a focus on performance, accessibility, and clean UI/UX for data-driven insights.

budget data-visualization india nextjs open-data tailwindcss webdevelopment

Last synced: 10 May 2026

https://github.com/neelanjan-chakraborty/custoclarity

CUSTO CLARITY is a customer segmentation model built in Python. Using clustering on real retail datasets, it identifies 5 customer segments that unlocked strategic retail partnerships. Powered by scikit-learn, pandas, seaborn, and Matplotlib.

clustering-algorithm clustering-algorithms customer-analytics customer-segmentation data-visualization kmeans kmeans-clustering pandas python scikit-learn

Last synced: 11 May 2026

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

Data visualization Awesome Lists
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Data visualization Categories
The Data Science Toolbox 601 Uncategorized 527 Software packages 402 Literature and Media 384 Python 374 Table of Contents 298 UI Components 278 Tools 274 Learning Resources 211 Machine Learning 206 Data and models 205 Books 203 Plot layers 202 Training Resources 199 文本数据和NLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133