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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/codeofrahul/python_amazon_sales_analysis

In this repository, I have saved my Python_Amazon_sales_analysis Notebook. To do this Amazon_sales_analysis, I have done end to end process. cleaned the dataset, Did EDA, ploted graph and reached to the conclusion.

amazon analysis data-visualization eda exploratory-data-analysis matplotlib pandas-library python seaborn

Last synced: 01 May 2026

https://github.com/caesaredia/la-cafe-market-analysis

A data-driven feasibility study exploring the potential of launching a robot-staffed café in Los Angeles, based on real F&B business data.

business-intelligence cafe data-analysis data-visualization food-industry franchise los-angeles market-research pandas python

Last synced: 01 May 2026

https://github.com/kevinandersontech/ecommerce_dashboard_streamlit

A Streamlit dashboard that reads daily revenue metrics from the data pipeline. Provides date filters, summary KPIs, line charts, and a table to explore revenue over time across different statuses (e.g. paid, refunded, failed).

charts dashboard data-visualization duckdb filters metrics python streamlit

Last synced: 01 May 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 prediction python3

Last synced: 01 May 2026

https://github.com/ishmal793/bi-dummy-

An interactive and beginner-friendly data dashboard built using Streamlit. Upload your own CSV or Excel file, apply filters, view key statistics, and generate beautiful visualizations with no coding required.

data-analytics data-visualization eda pandas plotly python-dashboard streamlit

Last synced: 01 May 2026

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/corezen/graph-voyager

Interactive React app for visualizing and exploring graph data structures. Built with Vite and Tailwind CSS.

data-visualization github-pages graph-visualization react tailwindcss vite

Last synced: 01 May 2026

https://github.com/abdoomohamedd/python-data-analysis-projects

A collection of data analysis projects that I have worked on. Each project involves cleaning data, performing exploratory data analysis (EDA), and creating visualizations to extract insights. The projects utilize various Python libraries, including pandas, numpy, matp

data-analysis data-analysis-python data-cleaning data-visualization matplotlib matplotlib-pyplot numpy pandas python

Last synced: 01 May 2026

https://github.com/jfaccioli/leaflet-earthquake

Geo mapping earthquakes with Leaflet / Javascript / GeoJSON

data-visualization geojson javascript json leaflet

Last synced: 01 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/rafath0ssain/predihome

Data analysis using economic factors affecting living conditions across Canadian provinces.

data-analysis data-visualization dplyr ggplot2 graph kaggle linear-regression prediction-model r shiny tidyr

Last synced: 01 May 2026

https://github.com/samia35-2973/world-university-ranking-2023-prediction

This repository is about creating models for predicting world university rankings 2023. The World University Rankings 2023 dataset include 1,799 universities across 104 countries and regions, making them the largest and most diverse university rankings to date. A clean dataset is generated through data preprocessing.

data-cleaning data-preprocessing data-visualization decision-trees machine-learning machine-learning-algorithms model-training prediction world-university-rankings world-university-rankings-2023

Last synced: 01 May 2026

https://github.com/kushshriv/onlinejobpostings-infographic

The Python Data Cleaning Code and Input Dataset For My Telling Stories With Data Project

data-visualization pandas python

Last synced: 01 May 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/martindambrosio/ba-tree-census-analysis

Analysis and visualization of Buenos Aires urban trees using Python and Tableau, including interactive maps to explore species distribution and characteristics.

data-visualization folium-maps pandas python tableau

Last synced: 01 May 2026

https://github.com/leandrocollares/beyond-the-3-point-arc

A responsive scatter plot that shows the percentage of points scored by NBA teams via 3-point and mid-range field goals

d3 data-visualization react

Last synced: 01 May 2026

https://github.com/guptakushal03/whatsapp-chat-analyser

The WhatsApp Chat Analyzer is a Python-based tool built with Streamlit for analyzing WhatsApp chat data. It provides insights such as total messages, word count, media shared, links shared, monthly activity timeline, most active users, activity maps, and word clouds.

chat-analysis data-analysis data-visualization python streamlit text-processing whatsapp word-cloud

Last synced: 01 May 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/robwiederstein/covid-19-ky

Monitor US covid-19 cases w/ Johns Hopkins data

data data-visualization leaflet plotly r shell

Last synced: 02 May 2026

https://github.com/vaxdata22/redfin-analytics-etl-using-amazon-emr-by-airflow-on-ec2

This is an end-to-end AWS Cloud ETL project. This data pipeline uses an Amazon EMR cluster managed by Apache Airflow that is running on an AWS EC2 instance. It demonstrates how to build orchestration that would perform data transformation using Amazon EMR as well as automatic data ingestion into a Snowflake via Snowpipe. It also features Power BI.

amazon-emr-cluster apache-airflow apache-spark aws-ec2 aws-s3 business-intelligence dags data-visualization etl-pipeline google-colab-notebook orchestration power-bi pyspark redfin snowflake snowpipe sqs-queue

Last synced: 02 May 2026

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/faithererer/haokanvideo_spider

好看视频爬取与数据分析

data-analysis data-visualization python spider

Last synced: 02 May 2026

https://github.com/rbreeze/dashboard

My personal health dashboard, with daily stats on food and sleep. Undergone several redesigns since 2015.

css dashboard data data-visualization design front-end google-sheets google-sheets-api health html javascript personal-health-record personal-website running static static-site visualization

Last synced: 02 May 2026

https://github.com/scottdj92/nivo-data-viz-poc

a POC for data visualizations using Nivo

data-visualization emotion nivo parcel-bundler typescript

Last synced: 08 Jun 2026

https://github.com/teja-1403/ignosis-tech-ml-assignment

Analysis of transaction data to identify the most profitable products and key customer segments, providing insights for targeted marketing strategies.

customer-segmentation data-analysis data-visualization machine-learning marketing-strategy python

Last synced: 02 May 2026

https://github.com/ronitjariwala/prodigy_ds_04

Prodigy InfoTech Data Science Internship Task-4

data-analysis data-science data-visualization python

Last synced: 02 May 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/dissorial/prx21_erikz

Analysis of self-tracked data: interactive visualizations & predictive algorithms

analytics data-analysis data-science data-visualization machine-learning matplotlib pandas python python3 visualization

Last synced: 02 May 2026

https://github.com/benzerinsio/breastcancer-eda

📊 Análise Exploratória de Dados (EDA) - Câncer de Mama | Exploração de características clínicas para identificar padrões e relações no diagnóstico de câncer de mama.

analise-de-dados analise-exploratoria analise-exploratoria-de-dados data-analysis data-visualization diagnosis eda exploratory-data-analysis health-care medical-data python seaborn

Last synced: 02 May 2026

https://github.com/s1dewalker/electric-future

Visual Analysis: Future of Automotive Industry

data data-visualization machine-learning python3 regression-analysis tableau

Last synced: 02 May 2026

https://github.com/peter-gy/autovistype

Probing vision-language model alignment with human expert visual grouping over stratified sample of VIS30K dataset.

data-visualization google-genai langchain llm-benchmarking marimo meta-llama mistral multi-label-classification openai polars qwen uv vis30k vision-language-model visual-stimuli visualization-categorization vlm

Last synced: 02 May 2026

https://github.com/femincan/d3-treemap-diagram

My solution for the Visualize Data with a Treemap Diagram project on FCC.

css3 d3js data-visualization html5 javascript

Last synced: 02 May 2026

https://github.com/gerhynes/d3-notes-app

A simple notes app built to practice D3 selection methods. Built for The Advanced Web Developer Bootcamp.

d3 data-visualization javascript

Last synced: 03 May 2026

https://github.com/gkar90/gdp-vs-life-expectancy

Statistical analysis on GDP vs Life Expectancy

data-science data-visualization statistical-analysis

Last synced: 09 Jun 2026

https://github.com/davityak03/stock-value-prediction-and-forecasting

This project predicts stock market trends using an LSTM neural network, focusing on Apple Inc.'s historical data for accurate future price forecasting. It includes data retrieval, preprocessing, model training, and evaluation.

data-visualization datareader lstm pandas python tensorflow tiingo

Last synced: 03 May 2026

https://github.com/isinghabhishek/data_analysis_with_python

Introduction to Data Analysis covering the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis.

data-visualization exploratory-data-analysis numpy pandas python

Last synced: 03 May 2026

https://github.com/vincenzopalazzo/visualsars2chart

Visual analytics data COVID-19 (SARS 2) with python and Tableau

covd-19 covid-2019 covid19 data-visualization datacleaning dataset python3

Last synced: 03 May 2026

https://github.com/fatihilhan42/tourist_analysis_in_turkey_with_python

In this project, the number of tourists coming to Turkey between 2008-2021 was analyzed. The data from the data set you can find in the warehouse was first organized using data cleaning algorithms. These cleaned data were then output graphically using data visualization algorithms.

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

Last synced: 03 May 2026

https://github.com/lut-ful/credit-card-financial-report-dashboard

Visualizing and unlocking different KPI's of a Financials instution depending on credit card data using Power BI.

data-analytics data-visualization dax-query postgresql powe-bi python statics

Last synced: 03 May 2026

https://github.com/james-julius/latent-space-explorer

A flythrough 3D map of meaning — type any concept and watch it land near related ideas. In-browser embeddings (no install, no key), pre-seeded scenes, and a multi-model knowledge explorer.

3d-visualization ai claude data-visualization embeddings gemini latent-space llm machine-learning nextjs openai react-three-fiber semantic-search text-embeddings threejs transformers-js typescript umap vector-search webgpu

Last synced: 09 Jun 2026

https://github.com/nix7amcm/fcc-data-viz-cert-projects

These are my projects for the freeCodeCamp Data Visualization certification.

d3 d3-visualization d3js data-visualization data-viz freecodecamp freecodecamp-project html-css-javascript

Last synced: 03 May 2026

https://github.com/corey-richardson/microbit-data-logger

In preparation for Work Experience Students coming in, I am using this project to familiarise myself with the BBC micro:bits which we will provide them with. I am also using it as a chance to expand on my data visualisation with Python experience.

data-visualization matplotlib microbit pandas pyplot signal-processing

Last synced: 03 May 2026

https://github.com/ronitjariwala/prodigy_ds_05

Prodigy InfoTech Data Science Internship Task-5

data-science data-visualization python

Last synced: 03 May 2026

https://github.com/baggiponte/ta-business-statistics-2023

🎓 Business Statistics [UniMi • AY 2022/2023]

data-mining data-science data-visualization r tidyverse

Last synced: 03 May 2026

https://github.com/vipulbunny/restaurant-insight-analysis

A comprehensive data analysis project exploring restaurant ratings, locations, and customer sentiments. This project includes data preprocessing, descriptive analysis, geospatial mapping, sentiment analysis, and price-rating correlations using Python and visualization tools.

data-analysis data-preprocessing data-visualization folium geospatial geospatial-analysis geospatial-visualization machine-learning nlp pandas python restaurant-insights seaborn sentiment-analysis

Last synced: 03 May 2026

https://github.com/codeslash21/tmdb_data_analysis

We analysed TMDB dataset which contains around 11000 movies details. We analyzed to find some interesting facts about the dataset.

data-analysis data-visualization matplotlib nanodegree-project numpy pandas python tmdb-movie

Last synced: 03 May 2026

https://github.com/akhil-krishnan-r/super_market_analysis

The growth of supermarkets in most populated cities are increasing and market competitions are also high. This dataset is one of the historical sales of supermarket company which has recorded in 3 different branches for 3 months data. Predictive data analytics methods are easy to apply with this dataset

data-visualization matplotlib numpy pandas seaborn

Last synced: 03 May 2026

https://github.com/iyashwantsaini/911_capstone

For this capstone project we will be analyzing some 911 call data from Kaggle.

capstone data-science data-visualization python3

Last synced: 10 Jun 2026

https://github.com/samkazan/fraud-detection-ml

Machine learning models for enhanced fraud detection in e-commerce transactions, exploring feature engineering, distance prediction, and clustering analysis.

clustering data-science data-visualization dataanalytics dbscan eda hierarchical-clustering kmeans-clustering knn-imputer matplotlib mlxtend python scikit-learn seaborn xgboost

Last synced: 08 May 2026

https://github.com/monajemi-arman/object-detection-utils

Utility scripts used in object detection model training and testing

coco data-visualization dataset-visualizer deep-learning object-detection visualizer yolo

Last synced: 10 Jun 2026

https://github.com/walkerdustin/ml-notebook-template

This is a template to Kickstart your ML project Let this be a starting point for your next Data analysis project

data-science data-visualization machine-learning machine-learning-algorithms ml notebook python

Last synced: 09 May 2026

https://github.com/smahala02/materials-science-image-analysis

Image analysis for materials science with a focus on particle diameter measurement and image scaling using Python.

data-visualization image-analysis materials-science particle-measurement python

Last synced: 09 May 2026

https://github.com/priyanshul28/exercise_pandas

A Pandas exercise demonstrating the loading, cleaning and reorganization of data in .xlsx or .csv files, descriptive statistics, data visualization, statistical approximation of data with the normal distribution, etc.). Libraries include Pandas, NumPy, Scipy, SymPy, MatplotLib.

data-cleaning data-visualization matplotlib numpy pandas

Last synced: 09 May 2026

https://github.com/piras-s/braincancerclassifier

Classifying brain tumors using Gaussian Naive Bayes with MRI-derived features. Includes feature selection, model evaluation, prediction uncertainty, and probability calibration.

baysian-inference calibrated-classification classification data-visualization feature-selection machine-learning medical-imaging naive-bayes-classifier python scikit-learn uncertainty-estimation

Last synced: 09 May 2026

https://github.com/rfonod/narrative-visualization

Explores the relationships between countries' GDP, population, and cumulative Olympic medals. Features a narrative visualization of changes over time, critically examining the modern Olympic Games' original vision.

css d3 d3-visualization d3js data-visualization html javascript visualization

Last synced: 09 May 2026

https://github.com/shridhar1504/rafik-s-kitchen-data-analysis

The Project is about the Analysis of the Sales and Expenses Data of a Famous Fast-food Restaurant. This mainly focuses on gaining Insights that will boost the Future Sales and also Business Strategies it Improve the Profit Margins. Handled Tools are SQL, Python, Power BI, MS Office Tools.

business-analytics business-intelligence data-analysis data-analytics data-visualization eda ms-office powerbi-report powerpoint-presentations python sql-server

Last synced: 10 May 2026

https://github.com/hhrh/real-time-fraud-detection

A production-style real-time fraud detection pipeline using Kafka, FastAPI, XGBoost/CatBoost/LightGBM, Prometheus, and Grafana.

apache-kafka catboost data-visualization fastapi grafana lightgbm mlops prometheus python xgboost

Last synced: 10 May 2026

https://github.com/mituskillologies/ds-ref-cdac-aug24

Program of refresher course on Data Science conducted for CDAC officials at CDAC Headquarters, Pune in August 2024.

data-science data-visualization machine-learning mysql python-programming r-programming sql

Last synced: 10 May 2026

https://github.com/drkbluescience/ibm-datascience-spacex

In this project, we predict whether the Falcon 9 first stage will land successfully by following the data science methodology.

data-visualization data-wrangling machine-learning-algorithms sql-query sqlite webscraping-data

Last synced: 10 May 2026

https://github.com/parthds02/customer-segmentation-with-kmeans-clustering

Analyze customer behavior using Python and KMeans Clustering on transactional data. Features RFM analysis, data cleaning, clustering insights, and actionable visualizations to support business decision-making.

data-analysis data-visualization feature-engineering kmeans-clustering numpy pandas vscode

Last synced: 11 May 2026

https://github.com/rohan3122k/social-media-sentiment-analysis-of-finance-defence-and-healthcare-in-the-usa

This project provides a comprehensive, data-driven analysis of three critical sectors - Finance, Defense, and Healthcare , under the administrations of Donald Trump and Joe Biden.

api aws data-visualization datamining financial-analysis healthcare-application nytimes-api python reddit-api sentiment-analysis wordcloud-visualization

Last synced: 11 May 2026

https://github.com/hrosicka/czechpopulationestimation

This GitHub repository contains Python code for data analysis and population prediction in the Czech Republic up to the year 2050. The code is written in Python and utilizes the Pandas and Matplotlib libraries.

data-analysis data-visualization matplotlib matplotlib-figures matplotlib-pyplot pandas pandas-dataframe pandas-library pandas-python python python3

Last synced: 11 May 2026

https://github.com/deliprofesor/amazon-movie-analysis-and-visualization

"Amazon Movie Analysis and Visualization" is a Python project that analyzes and visualizes movie data from Amazon.com, including ratings, directors, actors, release years, MPAA ratings, and pricing. The project provides insights into movie trends and popular films, helping users explore key patterns through interactive visualizations.

data-analysis data-visualization matplotlib pandas python

Last synced: 12 May 2026

https://github.com/magnus0969/gdp-analysis

An in-depth exploration of global GDP trends using Python and data science techniques. This project involves data preprocessing, exploratory data analysis (EDA), statistical insights, and interactive visualizations to understand economic patterns and correlations.

data-science data-visualization gdp-analysis plotly python3

Last synced: 12 May 2026

https://github.com/sakan811/honkai-star-rail-a-few-fun-insights-with-data-analysis

The project gives insights that delve into the Honkai Star Rail's character's stats of all available characters as of the given date.

data data-analysis data-science data-visualization docker flask game honkai honkai-star-rail honkai-starrail seaborn webscraping webscraping-data webscraping-selenium

Last synced: 10 Jun 2026

https://github.com/priyanshu7639/data_visualization_dashboard

An Interactive data visualization tool that combines traditional plotting capabilities with modern AI assistance. It allows users to create and modify visualizations through natural language commands, making data exploration accessible to users of all skill levels.

business-analytics data-analysis data-engineering data-exploration data-science data-visualization datapreprocessing datascience interactive-visualizations matplotlib plotly plotting python research-tool streamlit

Last synced: 12 May 2026

https://github.com/manukot/sturdy-engine-python-

I've leant not only various Theoretical Concepts but also practical projects in my Masters Coursework

data-analysis data-visualization python3

Last synced: 13 May 2026

https://github.com/chauxvive/fccbarchart

An interactive D3.js bar chart visualizing US GDP growth over time. Built as part of FreeCodeCamp’s Data Visualization certification.

d3 d3js data-visualization dataviz

Last synced: 13 May 2026

https://github.com/silkiemoth/eds-240-class-examples

Repository for in-class work assignments and notes in EDS-240 Data Visualization and Communication at UCSB.

classwork data-visualization r ucsb-meds

Last synced: 13 May 2026

https://github.com/satvikpraveen/matplotlibmasterpro

📷 MatplotlibMasterPro is a complete, portfolio-ready project to master data visualization using matplotlib. Includes 16 notebooks, real datasets, exportable plots, custom themes, Streamlit dashboard, and Docker support. Ideal for learners and data professionals.

charts custom-plots dashboarding data-analysis data-science data-visualization educational-project interactive-visualizations jupyter-notebook matplotlib notebooks open-source plotting portfolio-project python python-utilities reproducible-research subplots time-series-analysis visualization-tools

Last synced: 14 May 2026

https://github.com/yashsingh43/cdc-sleep-duration-health-analysis

Analysis of CDC BRFSS 2022 data exploring how sleep duration relates to mental and physical health outcomes.

beautifulsoup brfss cdc data-analysis data-visualization matplotlib pandas plotly public-health python

Last synced: 11 Jun 2026

https://github.com/ewels/contributor-graphs

Contributor timelines for any git or GitHub repo: a publication-ready SVG and an interactive HTML page

cli contributors data-visualization git github open-source rust svg timeline visualization

Last synced: 11 Jun 2026

https://github.com/madebysan/timeline

A static film timeline for seeing when movies are set, from ancient history to imaginary futures.

cinema data-visualization film html-css movies static-site timeline tmdb vanilla-javascript

Last synced: 12 Jun 2026

https://github.com/shashwat9kumar/trends_in_a_country_on_twitter

Finding trending topics in each country on twitter and visualizing them in a WordCloud

data data-visualization trends tweepy twitter-api wordcloud

Last synced: 13 Jun 2026

https://github.com/jatinnxn/diabetes-prediction

this repository showcases a machine learning model built to predict diabetes using Diabetes dataset. The project walks through data preprocessing, model training, and evaluation, offering a Decision Tree-based solution to classify individuals as diabetic or non-diabetic based on various health metrics. It also supports real-time predictions.

data-cleaning data-preprocessing data-visualization decision-tree-classifier machine-learning

Last synced: 13 Jun 2026

https://github.com/april-jk/stoke-your-code

Trading-terminal style Git history viewer that turns repository activity into candlestick charts and volume bars.

analytics candlestick-chart data-visualization developer-tools git-history git-visualization github lightweight-charts react typescript

Last synced: 15 Jun 2026

https://github.com/claudiahw/excel-sales-dashboard

Data-driven Excel dashboard visualizing sales trends, top products, and profit breakdowns with dynamic filtering options.

dashboard data-visualization excel excel-dashboard pivot-tables

Last synced: 15 Jun 2026

https://github.com/mattsebastianh/Making-a-Visual-Argument

Data Visualization with Matplotlib | Making a Visual Argument in Matplotlib

data-visualization matplotlib python

Last synced: 18 Jun 2026

https://github.com/mattsebastianh/Making-a-visual-argument--compare-grammy-win-records-Project

Data Visualization with Matplotlib | Making a Visual Argument in Matplotlib

data-visualization matplotlib python

Last synced: 18 Jun 2026

https://github.com/jayavarshini-jayakumaran/nba-exploratory-data-analysis

A data analytics project that explores NBA game and player data using Python and Power BI. Features data preprocessing, EDA, feature engineering, and an interactive dashboard for visualizing team and player performance trends.

data-analysis data-visualization exploratory-data-analysis powerbi python3

Last synced: 20 Jun 2026

https://github.com/haseebn19/urban-housing-demand

A full-stack web application for visualizing housing and labour market data

data-analysis data-visualization docker full-stack gradle statistics web webapp

Last synced: 22 Jun 2026

Data visualization Awesome Lists
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Data visualization Categories
The Data Science Toolbox 601 Uncategorized 526 Software packages 402 Literature and Media 384 Python 374 Table of Contents 298 UI Components 278 Tools 274 Learning Resources 211 Machine Learning 210 Data and models 205 Plot layers 202 Books 202 Training Resources 199 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