Data

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Awesome

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/iankitnegi/tableautales

"Discover my Tableau journey! Dive into data-driven stories, visualizations, and projects as I explore the power of data visualization."

data data-visualization tableau

Last synced: 21 Jan 2026

https://github.com/gabboraron/biostatisztika_es_alkalmazasai

"A statisztika a matematika azon ága, melynek feladata, hogy eszközt adjon a politikusok kezébe, mellyel tetszőleges állítás és annak ellentéte is tudományos alapon igazolható"

biostatistics data-analysis data-visualization r statistics statistics-course

Last synced: 24 Oct 2025

https://github.com/meddhiachaouachi/browsetrack-datacollection

This full-stack web application streamlines data interaction with a simple and intuitive design. Built with Django and React, it offers secure and efficient tools for analysts to share insights, users to manage cookies, and clients to visualize real-time data effortlessly. The platform also tracks user browsing activity, providing valuable insights

cookies data-visualization datatracker social-network-analysis useractivity

Last synced: 07 Oct 2025

https://github.com/sayamalt/mental-health-classification-using-fine-tuned-distilbert

Successfully established a multiclass text classification model by fine-tuning pretrained DistilBERT transformer model to classify several distinct types of mental health statuses such as anxiety, stress, personality disorder, etc. with an accuracy of 77%.

data-visualization deep-learning distilbert-fine-tuning distilbert-model model-evaluation model-inference model-training-and-evaluation multiclass-text-classification natural-language-processing text-classification text-preprocessing text-tokenization

Last synced: 08 Oct 2025

https://github.com/aymanmomin/excel-coffee-data-analytics-exploring-coffee-orders-dataset

This project utilizes a coffee orders dataset to perform comprehensive data analytics and gain insights into customer preferences, popular items, and sales trends. The analysis aims to provide valuable information for coffee shop owners and enthusiasts, facilitating data-driven decision-making and improved customer satisfaction.

data-analysis data-visualization excel project

Last synced: 18 Jan 2026

https://github.com/mardavsj/matplotlib-in-python

The fundamentals of Python Matplotlib Library.

data-visualization matplotlib python

Last synced: 15 May 2026

https://github.com/lgibson7/stat_651

Coursework for STAT 651 Data Visualization, Cal State East Bay Fall 2022

data-visualization leaflet shiny-apps tableau

Last synced: 05 Feb 2026

https://github.com/shivani0126/resturant_rating_analysis

Restaurant ratings Analysis is a project where real consumers from 2012, including additional information about each restaurant and their cuisines, and each consumer and their preferences are visualised through Power BI dashboard.

dashboard data-visualization dataanalysis datamodeling dataprep dax-functions powerbi

Last synced: 27 Jan 2026

https://github.com/alexquilis1/spanish-fuel-stations-analysis

Real-time analysis of Spanish fuel prices using government API data with interactive maps and regional comparisons

data-analysis data-visualization fuel-prices geospatial-analysis ggplot2 government-data leaflet open-data r shiny spain tidyverse

Last synced: 08 Oct 2025

https://github.com/jlee9503/telecommunication-churn

Analyze key factors influencing customer churn using Python data analytics technique. Explore key factors through data preprocessing, exploratory data analysis (EDA), and predictive modeling.

data-analysis data-visualization matplotlib pandas python scikit-learn

Last synced: 18 Jan 2026

https://github.com/HarmoniCode/Filtra

Digital Filter Designer is a powerful application built using PyQt5 and Matplotlib. It allows users to design and visualize digital filters, including standard filters and all-pass filters, and generate corresponding C code. Ideal for students, researchers, and engineers in digital signal processing.

data-visualization digital-signal-processing filter-design pyqt5 real real-time-processing

Last synced: 09 Oct 2025

https://github.com/amish5ingh/cricket-data-analytics-ipl

Data analysis and visualization of IPL 2022 matches using Python, Pandas, Matplotlib, and Seaborn. Includes insights on match outcomes, player performances, toss trends, and venue stats with 12+ charts.

data-analysis data-visualization ipl-data-analysis ipl-data-visualization jupiter-notebook matplotlib-pyplot numpy pandas python seaborn

Last synced: 09 May 2026

https://github.com/abinjohn8138-commits/churn-analysis

This project focuses on analyzing customer churn behavior within a telecommunication company using visual insights. The goal is to understand what factors lead to customer attrition and help the business take proactive steps to retain customers.

colab-notebook data-visualization excel insights jupyter-notebook pandas python

Last synced: 05 May 2026

https://github.com/lixx21/tableau_netflix_movies_tvshows_2021

Visualize netflix movies and tv shows in 2021

data-visualization dataset netflix tableau

Last synced: 19 Jan 2026

https://github.com/damisparks/machine-learning

Machine learning is a method of data analysis that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention

data-science data-visualization deeplearning machine-learning machine-learning-algorithms machinelearning-python

Last synced: 09 Oct 2025

https://github.com/juanes0023/dashboard-mtp

🚗 Track user activity and revenue in real-time with the Mileage Tracker Pro Dashboard for clear insights and growth trends.

analytics business-intelligence dashboard data-visualization plotly python real-time-analytics saas streamlit supabase

Last synced: 20 Apr 2026

https://github.com/alokthedataguy/financial-friend-web-app

Financial Friend is a privacy-first web app that takes a user’s payment statement (PhonePe, GPay, bank CSV/PDF), cleans and understands it, and then talks back like a friend—giving simple, human answers (plus a few tiny visuals) to questions people actually care about.

data-analysis data-science data-visualization fastapi finance-management financial-analysis financial-data insights personal-finance-and-data-anlaysis python react

Last synced: 14 Apr 2026

https://github.com/adithya2369/safa_public

AI-powered customer feedback analyzer that uses generative AI to transform customer reviews into actionable business insights. Upload review data, get instant summaries, satisfaction scores, detailed reports, and improvement suggestions—all in an easy-to-deploy Docker container.

data-analysis data-visualization docker-containerization full-stack-development generative-ai langchain langchain-groq web-development

Last synced: 10 Oct 2025

https://github.com/loaiwalid07/automation_data_overviwe

This is Streamlit app that gives an overview for a dataset you upload

automation data data-analysis data-exploration data-science data-transformation data-visualization

Last synced: 19 May 2026

https://github.com/rightfulcode/customer-segmentation-rfm

This project performs customer segmentation using Recency, Frequency, and Monetary (RFM) metrics to identify key customer groups and provide actionable marketing insights.

data-analysis-python data-visualization elevvo-internship jupyter-notebook matplotlib pandas python rfm-analysis seaborn

Last synced: 08 May 2026

https://github.com/ratna-babu/generating-graphs

Generate, color, and visualize random graphs using Python's NetworkX and Matplotlib. Includes compression and storage of graph data with .gz and pickle. Ideal for exploring graph coloring and greedy algorithms in graph theory.

data-visualization erdos-renyi graph-coloring graph-theory greedy-algorithm matplotlib networkx python random-graph random-graph-generation

Last synced: 10 Oct 2025

https://github.com/salma-mamdoh/the-android-app-market-on-google-play-project

My project aims to practice Data Analysis and Data Visualization on DataCamp

data-analysis data-visualization datacamp jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 12 Apr 2026

https://github.com/frankelavsky/security-dash-challenge

I had two 8 hour days to create a visualization dashboard for three datasets. Tab one: Voronoi overlay on line graph. Tab two: Data partitioning method keeps in-memory usage low. Tab three: deals with "Failed" vs "Successful" attempts as positive/negative barcharts over time. I used d3.js, require, MVC pattern, and vanilla js.

client-side complexity css3 d3 d3js dashboard data-analysis data-structures-algorithms data-visualization frontend-app html5 interactive-visualizations javascript modular network-analysis network-monitoring network-security security single-page-app visualization

Last synced: 14 Apr 2026

https://github.com/allanreda/automated-k-means-clustering-engine

An interactive K-Means clustering tool built with Flask and Scikit-Learn, supporting Excel file uploads, cluster analysis, and data export, deployed on Google Cloud Run via Docker with CI/CD integration.

cicd css data-visualization deployment docker flask google-cloud-run html javascript k-means-clustering machine-learning matplotlib numpy pandas python scikit-learn

Last synced: 19 Jan 2026

https://github.com/controldata23/automobiles-data-exploration

An Exploratory Data Analysis done on an Automobiles dataset from kaggle

data-exploration data-visualization eda jupyter-notebook matplotlib python-data-analysis

Last synced: 19 Jan 2026

https://github.com/gorlix/sp-grafana-bridge

A lightweight, real-time data bridge to export Super Productivity tasks to InfluxDB v2 for advanced analytics on Grafana. Transform your time-tracking into actionable insights.

data-visualization grafana influxdb-v2 plugin productivity-tool super-productivity superproductivity time-tracking

Last synced: 31 May 2026

https://github.com/luthfirrahmanb/tips-visualization

visualization tips data set with dash plotly

dash data-science data-visualization plotly python3

Last synced: 11 Oct 2025

https://github.com/itskshitija/hr-data-analysis

The HR Data Analytics Dashboard project uses Power BI to analyze employee data, visualizing key HR metrics and KPIs to support data-driven decisions for improving workforce management, employee satisfaction, and organizational growth.

analytics data-science data-visualization dataanalysis dataanalytics hrdataanalysis powerbi-desktop powerbidashboard

Last synced: 21 Jan 2026

https://github.com/alexmcvay/uber-data

UBER sql clone

data data-visualization sql

Last synced: 19 Jan 2026

https://github.com/bhavinpatel4199/machine-learning-programming

This repository serves as a central hub for various machine learning projects and experiments. It contains multiple sub-repositories, each focusing on different aspects of machine learning, from data preprocessing to advanced deep learning techniques.

data-structures data-visualization machine-learning machine-learning-algorithms pandas-dataframe python3 sklearn

Last synced: 19 Jan 2026

https://github.com/benst099/circlesplot

Visualize proportions with circles in a plot

cran cran-r data-science data-visualization proportions r visualization

Last synced: 11 Oct 2025

https://github.com/mouradhamzaoui/End-To-End-MLOPS-Airline-Project

This project aims to predict the number of passengers, freight quantity, and mail quantity for American airlines operating between Canadian and U.S. airports using an MLOps approach. It involves automating the data pipeline, from data extraction and preparation to model training and evaluation, leveraging tools like DVC, MLflow, and Docker for vers

data-visualization docker dvc github-actions machine machine-learning-algorithms mlflow

Last synced: 14 Apr 2026

https://github.com/mitgar14/etl-workshop-2

Workshop #2 (ETL process using Airflow) for the ETL course using Apache Airflow to build a data pipeline.

airflow data-engineer data-engineering data-visualization etl pandas postgresql powerbi python sqlalchemy

Last synced: 14 Apr 2026

https://github.com/mr-chang95/udacity-starbucks-challenge

Data Science Project for Udacity's Data Scientist Program. Using Python in Jupyter Notebook.

data data-science data-visualization numpy pandas sklearn

Last synced: 14 Apr 2026

https://github.com/ahsankhizar5/titanic-eda-visualization

Exploratory Data Analysis and Visualization on the Titanic Dataset using Python, Pandas, Matplotlib, and Seaborn to uncover survival patterns.

data-analysis data-science data-visualization eda kaggle machine-learning matplotlib pandas python seaborn titanic-dataset

Last synced: 31 May 2026

https://github.com/archanakokate/kkbox_music_recommendations

Predicting the chances of a user listening to a song repetitively after the first observable listening event.

data-visualization exploratory-data-analysis machine-learning statistical-analysis

Last synced: 11 Oct 2025

https://github.com/dzakwanalifi/stadata-x

Terminal UI untuk menjelajahi dan mengunduh data BPS Indonesia secara interaktif

bps-api cli-app data-analysis data-visualization indonesia-statistics indonesian-data open-data python statistics terminal-ui textual tui

Last synced: 20 Jan 2026

https://github.com/timjjting/task-lineage-generator

A simple Task Lineage Diagram Generator

d3 dag data-visualization golang graphviz-dot lineage task

Last synced: 21 Jan 2026

https://github.com/abeltavares/postql

Python library and command-line interface (CLI) tool for interacting with PostgreSQL databases, providing simplified database management, query execution, and result export functionalities.

cli command-line-interface data-analysis data-engineering data-export data-management data-processing data-visualization database database-administration database-tools etl oop postgres postgresql psycopg2 python sql sqlalchemy wrapper

Last synced: 19 Jan 2026

https://github.com/tzerk/esr

R package 'ESR' for plotting and analysing ESR spectra in dating applications

data-analysis data-visualization electron-spin-resonance geochronology r

Last synced: 13 Mar 2026

https://github.com/agarwalrachit399/fifa-19-analysis

Analysis of one of the most popular games ,FIFA-19 on tableau and a detailed report for the same

dashboard data-visualization fifa19 tableau

Last synced: 19 Jan 2026

https://github.com/luzmo-official/temperature-increase

A web app displaying Global temperature rises since 1961 based on the dataset made public by FAOSTAT

climate dashboard data-visualization temperature

Last synced: 19 Jan 2026

https://github.com/moustafamohamed01/san-francisco-salaries-data-analysis

Salary Data Analysis 💰📊 An analysis of salary data to uncover trends, distributions, and anomalies in employee compensation. This project involves data cleaning, visualization, and statistical analysis to explore salary trends, job roles, and correlations. Insights are presented using Python and Jupyter Notebook. 🚀

data-cleaning data-visualization jupyter-notebook matplotlib pandas python seaborn

Last synced: 08 May 2026

https://github.com/louisfernando1204/websocket-benchmark

A comprehensive performance testing and analysis suite designed to evaluate and compare different WebSocket server implementations across various programming languages and libraries.

benchmarking broadcast-test coder-websocket csv data-analysis data-visualization echo-test golang gorilla-websocket nodejs python3 socket-io websocket-client websocket-server ws

Last synced: 09 Apr 2026

https://github.com/achronus/data-graphing-tool

A tool for finding the perfect graph that fits your CSV data.

data-visualization matplotlib numpy pandas python3

Last synced: 13 Oct 2025

https://github.com/arunabhagit/data-driven-marketing-optimization-enhancing-engagement-conversions-and-customer-satisfaction

Analyzed ShopEasy’s marketing data using SQL, Python, and Power BI to identify low engagement and conversion issues, performed sentiment analysis, and delivered data-driven strategies for measurable performance improvement.

business-intelligence data-visualization dataanalytics marketingstrategy powerbi python sql

Last synced: 13 Oct 2025

https://github.com/meettomb/focusetrack

FocusTrack is a simple desktop app built with WPF and C# that helps you see how you spend time on your computer. It tracks the apps you use, records how long you use them, and shows the data in easy-to-read charts and lists. With options to filter by today, last week, or last month, FocusTrack helps you understand your digital habits.

app-usage-tracker csharp data-visualization desktop-app livecharts monitoring productivity time-management wpfh

Last synced: 13 Oct 2025

https://github.com/petitatelier/data-generators

A collection of data generators, to play with in visualization experiments

data-generator data-visualization

Last synced: 13 Oct 2025

https://github.com/flowsta/ods-educacion-aporta

ODS para educación, iniciativa APORTA 2021

data data-visualization ods sdg

Last synced: 27 Jan 2026

https://github.com/juanchiparra/du-bois-challenge

Du Bois Challenge visualizations using D3.js

d3 data-visualization

Last synced: 14 Oct 2025

https://github.com/ashioyajotham/data_centers_are_eating_the_world

This idea is mostly how supercomputers (AI data centers) are coming up fast so it is an attempt to map them like Semi-Analysis does

data-center data-visualization supercomputers

Last synced: 14 Oct 2025

https://github.com/jasonleelunn/regex-visualiser

RegEx engine implementation, with an interactive frontend :eight_spoked_asterisk:

0de5 data-visualization regex

Last synced: 14 Oct 2025

https://github.com/ayorick23/python-data-science-cheat-sheet

Guía rápida y práctica de sintaxis, comandos y funciones esenciales de Python para Ciencia de Datos. Perfecta para recordar cómo usar las librerías más comunes como NumPy, Pandas, Matplotlib y Scikit-learn en tus análisis diarios.

cheat-sheet data-analysis data-science data-visualization deep-learning jupyter-notebook machine-learning matplotlib ml numpy pandas python scikit-learn scipy seaborn statistics sympy tensorflow

Last synced: 07 Apr 2026

https://github.com/markusbegerow/powerbi-navigation-menu

Interactive navigation menu visual for Power BI with slide-out filtering and hierarchical data support

business-intelligence d3js data-visualization filter hamburger-menu navigation powerbi powerbi-custom-visuals powerbi-visuals typescript

Last synced: 14 Oct 2025

https://github.com/pngo1997/chicago-airbnb-listings

Interactive Chicago Airbnb listings geospatial map.

data-visualization geospatial html python visualization

Last synced: 31 May 2026

https://github.com/coderjolly/utilisation-analysis

This provides a small glimpse of the IISc's, Supercomputer Education Research Centre (SERC) resource data, and how it was ingested, extracted to produced relevant results for data analysis between actual resource utilisation and simulated resource utilisation.

csv-parser-python data-transformation data-visualization flow plotly-dash plotly-python

Last synced: 14 Oct 2025

https://github.com/mahambilalandahaan/week8

K-Means Deep Dive: Clustering analysis with Elbow and Silhouette methods in Python

clustering data-visualization jupyter-notebook k-means machine-learning python scikit-learn unsupervised-learning

Last synced: 20 Apr 2026

https://github.com/teja-1403/forage-bcg-x-data-science

About This repository contains solutions to the 4 different tasks that must be performed during the Data Science virtual internship provided by BCG X via Forage.

business-understanding client-communication data-evaluation data-science data-visualization exploratory-data-analysis hypothesis-framing model-interpretation

Last synced: 27 Jan 2026

https://github.com/a26nine/msc-dissertation-bitcoin-dashboard

An interactive data visualisation dashboard built using Tableau Desktop to research and analyse the relationship between the price volatility and adoptability of bitcoin.

data-analysis data-science data-visualization tableau tableau-desktop tableau-prep

Last synced: 17 Feb 2026

https://github.com/iamrajhans/star-cred

Score a GitHub repo's stargazers 0-100 by how many are real, active developers vs. new, inactive, or bot-like accounts. 100% client-side dashboard — runs in your browser, no backend.

bot-detection credibility dashboard data-visualization fake-stars github github-api github-graphql github-pages react stargazers tailwindcss typescript vite

Last synced: 21 Jun 2026

https://github.com/5hraddha/ice-video-games-sales-analysis

Analysis of video game sales data of an online store Ice, which sells video games all over the world & identify patterns that determine whether a game succeeds or not.

data-visualization matplotlib numpy pandas requests-module scipy seaborn

Last synced: 14 Apr 2026

https://github.com/sckonung/padnas_spotify_analyze

Data Transformation and Visualization For Dataset

data-science data-visualization pandas plotly python

Last synced: 14 Apr 2026

https://github.com/harshindcoder/sleeping_time_survey_analysis

This survey analysis aims to identify lifestyle factors—such as screen time, exercise, alcohol consumption, beverages, and sleep direction—that affect sleep quality and duration. By analyzing these factors, we seek to predict sleep patterns and provide actionable insights to improve sleep health and overall well-being.

data-cleaning data-collection data-visualization exploratory-data-analysis regression-models survey-analysis

Last synced: 15 Oct 2025

https://github.com/hamburgj/survivor-stats

Interactive visualization of Survivor US contestant statistics and season data, as well as connection path finding.

data-visualization graph interactive-visualizations react reactjs statistics survivor

Last synced: 16 Apr 2026

https://github.com/kunalpisolkar24/winequalityprediction

Predicting wine quality using machine learning with matplotlib, numpy, pandas, and seaborn for insightful data analysis. 🍇🤖📊

data-analysis data-science data-visualization machine-learning prediction-model

Last synced: 16 Oct 2025

https://github.com/madhursinghbhadoriya/cutomer_data_analysis1

Customer_Data Analysis - Tableau

chart data-visualization tableau

Last synced: 22 Jan 2026

https://github.com/aishanipach/data-visualizer

Visualize data according to month and year build using reactjs.

data-visualization frontend react reactjs

Last synced: 14 Apr 2026

https://github.com/gia-lexa/real-time-data-visualizer

An opportunity to tinker with data viz, this Python app tracks live stock prices using the Yahoo Finance API and surfaces the price changes in real-time using live-updating data visualizations.

data-visualization python

Last synced: 17 Oct 2025

https://github.com/gaurav0502/survey-analysis-visualizations

This repository consists of the various data visualization techniques used to analyze the responses of a survey conducted as a part of the project for the course MGT1002-Principles of Management

analysis data-visualization matplotlib seaborn visualization

Last synced: 17 Oct 2025

https://github.com/mindlessmuse666/iris-ml-based-on-decision-trees

Проект демонстрирует применение моделей машинного обучения на основе деревьев решений и случайного леса для классификации набора данных Iris. Включает в себя загрузку данных, обучение моделей, оценку производительности и визуализацию результатов. Предназначен для изучения основ машинного обучения и анализа данных.

classification data-analysis data-visualization decision-trees iris-dataset machine-learning model-evaluation python random-forest scikit-learn

Last synced: 17 Oct 2025

https://github.com/tapas-gope/adventure-works

This project analyzes sales data for AdventureWorks, focusing on revenue, customer segments, and product performance. The dashboard provides insights into top-selling products, sales by region, and customer trends across multiple years. It helps in identifying sales opportunities and optimizing marketing strategies.

adventureworks business-intelligence data-cleaning data-transformation data-visualization dax mssql powerbi sales-analysis sql-queries

Last synced: 17 Oct 2025

https://github.com/codeslash21/communicate_data_findings

Analyze and visualize Bay Wheel system data which contains 2.5M individual trips data. And communicate the data findings from the dataset in the form notebook slide.

bay-wheel data-analysis data-visualization explanatory-data-visualization exploratory-data-analysis

Last synced: 22 Jan 2026

https://github.com/analyst-amitbisht/pizza-sales-report-

Its a guided project to practice tools like SSMS + Power BI & also skills like data cleaning, data exploration, data analysis, data visualization, etc.

analytics data data-visualization powerbi sql-server

Last synced: 18 Oct 2025

https://github.com/nanxstats/ggsci-iterm

Microsite for previewing all iterm color palettes in ggsci

ansi-colors color-palettes data-visualization ggplot2 ggsci iterm iterm2 visualization

Last synced: 22 Jan 2026

https://github.com/farhad-here/predict_student_performance

Predict Student Performance, is a data analysis and machine learning project aimed at predicting students' final performance (g3) based on demographic, family, and academic features. The project supports both Regression (predicting exact grades) and classification (Pass/Fail categories).

classification data-analysis data-visualization linear-regression machine-learning numpy pandas postgresql powerbi scikit-learn streamlit

Last synced: 14 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 fucking-awesome-bigdata 414 data-engineering-collection 678 awesome-interests 66 datatools 61 awesome-visual-analytics-healthcare 83 awesome-vega 40 awesome-dataviz 34 awesome-interactive-earth-viz 60 awesome-react-components 556 creative-coding-resources 48 awesome-nsw-open-data 118
Data visualization Categories
The Data Science Toolbox 605 Uncategorized 539 Software packages 402 Literature and Media 384 Python 374 UI Components 278 Tools 274 Table of Contents 226 Learning Resources 211 Machine Learning 205 Data and models 202 Books 202 Training Resources 201 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 152 Other Awesome Lists 136 数据可视化 133