Data

Tools

Indexes

Applications

Experiments

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/rwpenney/vl4s

Tool for auto-generating a Scala plotting library from Vega-Lite schema, to support interactive web-based graphs and visualizations.

data-science data-visualization json-schema plot plotting scala vega-lite

Last synced: 16 Jan 2026

https://github.com/chicolucio/portfolio-data-science

Portfolio presenting my projects and achievements as a Data Scientist.

data-science data-visualization machine-learning portfolio

Last synced: 27 Feb 2026

https://github.com/benzerinsio/datascience

📊 Data Science & Análise de Dados | Projetos de estudo em Exploração de Dados (EDA), Machine Learning e Deep Learning para prática e demonstração de técnicas analíticas.

analise-de-dados analise-exploratoria analise-exploratoria-de-dados aprendizado-de-maquina aprendizado-profundo data-science data-visualization eda exploratory-analysis exploratory-data-analysis machine-learning numpy pandas python scikit-learn seaborn supervised-learning unsupervised-learning

Last synced: 14 Feb 2026

https://github.com/sr1jan/topwords-fbchat

Visualization of top words used in a Facebook and Instagram group chats

d3js data-visualization python

Last synced: 18 Apr 2026

https://github.com/sambhav228/visualize-data-of-type-2-diabetes

Visualize data of Type 2 Diabetes Using tableau or/and python

data-science data-visualization dataset tableau visualization

Last synced: 26 Feb 2026

https://github.com/alex-kennedy/solar-system

An orbit visualisation site.

astronomy data-visualization physics

Last synced: 14 Jan 2026

https://github.com/sted9000/gambit

Learn Pot Limit Omaha Starting Ranges

automation data-visualization poker python

Last synced: 04 Aug 2025

https://github.com/Chenkeliang/duckdb-query

DuckDB 可视化 SQL 工作台。无需 ETL，直接分析本地 CSV/Excel 和远程数据库 支持跨数据源关联 · The Visual SQL Workbench for DuckDB (No-ETL, Local-First, Cross-Source JOINs).

data-visualization duckdb duckdb-query duckdb-ui etl-tool pandas python visual-analytics

Last synced: 15 Jun 2026

https://github.com/cecoeco/prisma.jl

Generate checklists and flow diagrams based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA)

checklist data-visualization flow-diagram meta-analyses nlp research systematic-reviews

Last synced: 12 Feb 2026

https://github.com/o-brob/realtimeplottingapp

Cross-platform CAN and UART data analysis tool for Linux and Windows. Provides high-performance interactive real-time graphing for efficient monitoring and troubleshooting of embedded system communication.

avalonia c can cross-platform csharp data-visualization graduation-project graphing-application gui-application linux mvvm scottplot5 uart windows

Last synced: 28 Feb 2026

https://github.com/weisscharlesj/data_scicompforchem

Zipped data for SciCompforChem book for easy download

chemistry chemistry-education data data-visualization python

Last synced: 07 Nov 2025

https://github.com/felipecacique/financialassetportfoliobacktester

This web application enables users to perform backtests on financial assets using a ranking system and fundamental indicators. The project primarily focuses on full-stack development. This project is for educational purposes and not indicative of investment recommendations. The login username is "user" and the password is "123456".

authentication backtesting bootstrap5 chartjs css data-visualization finance-application flask full-stack html javascript portfolio-optimization python sqlite

Last synced: 10 Apr 2026

https://github.com/luizassimoes/fitness-report

Create a personalized Fitness Wrapped report using your Apple Health data with this Streamlit application. Generate comprehensive, detailed summaries of your annual fitness activities, providing valuable insights into your year-long progress and achievements.

data-analysis data-visualization python streamlit

Last synced: 12 Feb 2026

https://wolfgang-degroot.github.io/ChartBoy

Make rich, meaningful charts through PHP via charts.css in a snap!

charts chartscss composer-package data-visualization php

Last synced: 03 Sep 2025

https://github.com/felixcharotte/ibm_datascience_capstone

In this project, we predicted if the SpaceX Falcon 9 first stage will land successfully by following the data science methodology. We also summarized the results for the business stakeholders.

analysis data-analysis data-science data-visualization databases folium jupyter-notebook machine-learning machine-learning-alrgorithms matplotlib pandas plotly plotly-dash python scikit-learn scipy seaborn sql

Last synced: 26 Jul 2025

https://github.com/mahmoudparsian/data-management-for-business-analytics

Data Management for Business Analytics: This course focuses on database management systems and procedures with an emphasis on the design and development of efficient business information systems. MySQL is used to teach the basics of relational database systems, structures, and database queries by using SQL.

analytics business-analytics business-intelligence data-analysis data-visualization database mysql python-data-analysis relational-databases relational-model sql

Last synced: 26 Feb 2026

https://github.com/jimbrig/eda

Exploratory Data Analysis R Package and Shiny App

data-analysis data-visualization eda r shiny

Last synced: 03 Jan 2026

https://github.com/ccp-nc/magresview

MagresView, a JavaScript, JMol-based viewer for computed NMR data in the Magres file format.

data-visualization nuclear-magnetic-resonance

Last synced: 04 Apr 2026

https://github.com/nafisalawalidris/data-visualization-with-python

In the final project of Data Visualisation with Python, you create impactful visualizations using popular libraries like Matplotlib, Seaborn, and Plotly. Apply skills learned throughout the course to analyze real-world data, effectively communicate insights, and enhance your data visualisation proficiency.

dash dashboards data-visualization folium jupyter-notebook matplotlib numpy python seaborn

Last synced: 20 Apr 2026

https://github.com/kingabzpro/kaggle-competition-2020

In the past decade, computer science has evolved and the importance of Data Science has become the new norm, every company s looking to invest more in Machine learning. This is where someone like me who never had an Interest before got curious and started learning more about this world of Kaggle, it took me 3 months to get hold of some of the basic and advanced tools used by Data Scientists. I am using those same tools to evaluate this data set and come up with the best conclusion. In this Notebook, I will be telling you the story of data and I will be sharing my own experience so that any beginner can learn from my mistake and get ahead.

beginner-project data-visualization dataanalysis kaggle-competition learning python3

Last synced: 21 Apr 2026

https://github.com/mrrobot62/udp-viewer

Cross-platform UDP log viewer with real-time monitoring, replay, filtering, and integrated Plot & Logic Analyzer for embedded systems debugging

arduino data-visualization debugging embedded embedded-systems esp32 log-analysis log-viewer logic-analyzer plotting pyqt5 python realtime udp udp-log-viewer udp-viewer

Last synced: 22 Apr 2026

https://github.com/flexmonster/pivot-flutter

Flutter data table example with Flexmonster

data-visualization flutter pivot pivot-tables

Last synced: 25 Apr 2026

https://github.com/cosmoduende/r-arduino

Interoperability Data-IoT: How to send and receive data and take control of your Arduino, from R. How to establish interoperability between R and Arduino (Data and IoT) using a data flow between the two

arduino arduino-data arduino-dataflow arduino-serial arduino-serial-data arduino-serial-led arduino-uno data-analysis data-arduino data-cleaning data-iot data-visualization interoperability iot-rstudio r-analytics r-data-visualization r-iot rstudio-arduino serial-read serialport

Last synced: 24 Apr 2026

https://github.com/quantumudit/analyzing-gamerevolution-games

This project focuses on scraping data related to video games from the GameRevolution website; performing necessary transformations on the scraped data and then analyzing & visualizing it using Jupyter Notebook and Power BI.

data-analysis data-science data-transformation data-visualization etl jupyter-notebook power-bi python webscraping

Last synced: 27 Apr 2026

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

QC dashboard for LC-MS proteomic equipment using python and bokeh

bokeh bokeh-dashboard data-visualization mass-spectrometry orbitrap-ms performance-monitoring proteomics

Last synced: 27 Apr 2026

https://github.com/virajbhutada/music-recommendation-system

This project is designed to provide personalized music recommendations for relaxation and meditation. Leveraging ML and data analysis, the system suggests tracks based on user preferences such as tempo, energy, and genre. Join us in enhancing music discovery through advanced algorithms and community-driven contributions.

data-analysis data-science-projects data-visualization eda html machine-learning ml-algortihms model-deployment model-evaluation music-recommendation-system nlp pivot-table principal-component-analysis python python-library similarity-matrix spotify-data streamlit-web user-experience

Last synced: 24 Jan 2026

https://github.com/omarsar/energy_stats

Analyzing energy production with Kibana Lens

data-analysis data-science data-visualization elasticsearch kibana

Last synced: 29 Apr 2026

https://github.com/jekwwer/jekwwer

A dynamic GitHub profile with contribution stats and heatmap showcasing GitHub activity. Automatically updates daily via GitHub Actions and deploys to GitHub Pages as a responsive HTML.

automation data-visualization html5 markdown profile-readme svg

Last synced: 06 Sep 2025

https://github.com/fraineralex/dataviewer-application

🍵 A Java Swing data viewer with login, registration, and customer record management.

dashboard data-visualization java sql-server swing

Last synced: 30 Apr 2026

https://github.com/willie-conway/datavista-command-line-application

A robust 🐍Python application for data analysis that provides a wide range of tools for 🔃loading, 🧹cleaning, and 🔃preprocessing data. It includes features for 📈statistical analysis, 👨🏿‍🔬hypothesis testing, 🦾machine learning, clustering, ⏳time series forecasting, and 📊data visualization, all designed to enhance your analytical workflow.

analytics big-data command-line data-analysis data-cleaning data-driven data-mining data-pipeline data-preprocessing data-science data-scientist data-visualization data-wrangling exploratory-data-analysis machine-learning pandas predictive-analytics python statistics visualization-tools

Last synced: 01 May 2026

https://github.com/quantumudit/analyzing-quotes

This project focuses on scraping all the quotes and their related data from the "Quotes To Scrape" website; performing necessary transformations on the scraped data and then analyzing & visualizing it using Jupyter Notebook and Power BI.

data-analysis data-science data-transformation data-visualization etl jupyter-notebook power-bi python webscraping

Last synced: 01 May 2026

https://github.com/vasturiano/three-slippy-map-globe

Tiled maps on a globe as a ThreeJS reusable 3D object

data-visualization geography gis globe maps slippy-map threejs tiled tilemap webgl

Last synced: 26 Sep 2025

https://github.com/materials-data-science-and-informatics/survey_dashboard

A dashboard build with bokeh to provide interative data visualization and exploration of survey results.

bokeh bokeh-dashboard bokeh-server data-science data-visualization hmc interactive-visualizations panel panel-app survey-app survey-visualization

Last synced: 16 Mar 2025

https://github.com/Davidlimbong/FamilyTree

Data Visualization : Interactive Family Tree using ShinyApps

data-visualization shiny-apps

Last synced: 29 Jul 2025

https://github.com/radames/youtube-demonetized-words-study

Observable notebook import example on Nuxt.js / Vue.js application, generated as static page on github pages

data-visualization gh-pages nuxtjs observable-notebook observablehq static-site static-site-generator vuejs

Last synced: 27 Jan 2026

https://github.com/ehtisham-sadiq/ai-pioneers-datascience-arena

This repository is dedicated to the AI Amigos team's participation in the Artificial Intelligence (AI) competition with a focus on Data Science.

artificial-intelligence competition data-analysis data-science data-visualization machine-learning model-building model-evaluation numpy pandas python3 supervised-learning unsupervised-learning

Last synced: 05 May 2026

https://github.com/leandrocollares/human-development-index

An interactive choropleth map that displays human development indices in the world between 1990 and 2018

d3 data-visualization react

Last synced: 06 May 2026

https://github.com/frnt-end/data-visualization-chartjs-react-typescript

⚡ React / Vite and Typescript Data Visualization App- Fetch Api data and display it in a chart and a table - using axios. chartjs, MUI and styled components. Watch DEMO => https://Frnt-End.github.io/Data-Visualization-Chartjs-React-Typescript 👈

api axios chart chartjs data-visualization design gh-pages mui react reactjs styled-components table typescript ui ux vite

Last synced: 09 Mar 2026

https://github.com/benmar2406/meat_consumption_infographic

Interactive web app with scrollytelling elements that uses creative approaches to visualize data beyond typical visualization methods.

d3 d3js data-visualization data-visualization-design datavisualization framer-motion framermotion information-visualization react scrollama scrollanimation scrollytelling

Last synced: 13 Apr 2025

https://github.com/flrd/ggpointless

A Collection of Geometries, and Stats for 'ggplot2'

data-visualization ggplot2 r rstats

Last synced: 02 Sep 2025

https://github.com/ryu-man/chartfull

Redefined chart library built with Svelte and D3.js for Svelte, declarative, reactive, and customizable

charts d3 data-visualization javascript svelte visualization

Last synced: 07 May 2026

https://github.com/parisaroozgarian/ibm-data-analyst-professional-certificate

The IBM Data Analyst Professional Certificate, consisting of 9 courses, equips with essential skills in Excel, SQL, Python, data visualization, and analysis techniques

big-data business-analysis business-communication communication data-analysis data-management data-structures data-visualization databases general-statistics human-resources planning python-programming spreedsheet sql

Last synced: 27 Jan 2026

https://github.com/savinrazvan/attention

Visualize BERT's attention mechanism with a user-friendly script. Input text with a masked token, predict the masked word, and generate attention diagrams to understand BERT's focus. Ideal for AI enthusiasts and NLP researchers.

ai attention-mechanism bert cs50 data-visualization harvard-cs50 masked-language-model natural-language-processing nlp python transformer

Last synced: 08 Jan 2026

https://github.com/ssiarhei115/customer-classification

Developing ML model predicting bank' customer inclination to open a deposit

big-data big-data-analytics data data-science data-visualization mashine-learning

Last synced: 09 Apr 2025

https://github.com/huythai855/loan-payment-prediction

A simple model to predict the user's ability to pay the loan.

data-visualization linear-regression loan-prediction-model machine-learning

Last synced: 08 May 2026

https://github.com/kingabzpro/consumer-engagement-popularity

We will be using Internet News and Consumer Engagement dataset from Kaggle to predict top article and popularity score.

classification customer data-science data-visualization regression

Last synced: 14 Oct 2025

https://github.com/datalorax/cos-dataviz

Slides and source code for a talk on data visualization presented through the Center on Open Science

data-science data-visualization

Last synced: 19 Mar 2026

https://github.com/data-insider-nyc/layoffstracker

LayoffsTracker is a data visualization dashboard focused on tracking layoffs in the tech industry. It provides insightful, real-time charts and timelines to explore job cuts by company, date, and sector.

data-visualization layoffs layoffs-dataset react trend-analysis

Last synced: 09 May 2026

https://github.com/trovster/fitness-visualisations

Two Web Components for fitness visualisations.

data-visualization fitness npm npm-package visualization web-component

Last synced: 17 Jan 2026

https://github.com/agungbudiwirawan/supermarket_sales_dashboard-sales-analysis-using-pivot-table-and-chart

The objective of this project is to analyze supermarket sales using pivot table and chart in Microsoft Excel. After doing the analysis, I created an interactive dashboard that aims to make it easier for the audience to explore data.

dashboard data-analysis data-science data-visualization excel sales-dashboard spreadsheet

Last synced: 08 Jan 2026

https://github.com/lempiy/global-happenings

Interactive globe with dynamic map

d3 data-visualization gsap threejs threejs-example

Last synced: 10 May 2026

https://github.com/is-leeroy-jenkins/badger

A data science & analysis toolkit for federal analysts with the environmental protection agency based on WPF, Net 8, and is written in C#.

ai budget budget-management data-analysis data-science data-visualization federal-government large-language-models machine-learning

Last synced: 14 Oct 2025

https://github.com/maryucha/graph_pokemon

Banco de dados de grafos no Neo4j utilizando dados da PokeAPI para explorar relações entre Pokémon, como tipos, habilidades e evoluções. ------ Graph database in Neo4j using PokeAPI data to explore Pokémon relationships, such as types, abilities, and evolutions.

api-integration cypher data-visualization etl-pipeline graph graphdatabase jupyter-notebook neo4j pokeapi pokemon python

Last synced: 26 Jan 2026

https://github.com/18alantom/the_genius_batch

In Mumbai University, we are all geniuses!

data-visualization seaborn

Last synced: 09 Sep 2025

https://github.com/11808s8/2019-2-Projeto-de-Software-INF0235A

Sistema simples feito em Python utilizando o CMS Wagtail para educação financeira contendo formulário de planejamento para um mês e um sistema de blogging

blog calx2 charts cms data-visualization educacao-financeira financial-education financial-planning javascript jquery jquery-calx2 planejamento-financeiro postgresql python python-3 python3 wagtail wagtail-cms

Last synced: 11 Mar 2025

https://github.com/fdmsantos/aws-twitter-data-analytics

Project to Learn Data analytics in AWS using twitter data

aws data-analytics data-engineering data-science data-visualization flink spark terraform

Last synced: 09 Apr 2026

https://github.com/joaopalmeiro/vega-presentation-require-lx

Slide deck for the presentation "Plotting the first point with the Vega ecosystem." at the require('lx') meetup.

data-visualization vega vega-lite

Last synced: 26 Mar 2025

https://github.com/ereh11/forbes-billionaires-2023

Discover the Forbes Billionaires 2023 dashboard, offering a comprehensive view of global wealth distribution. Explore dynamic visualizations and delve into demographic and industry insights to uncover trends and patterns among the world's billionaires

dashboard data-visualization powerbi

Last synced: 19 Jan 2026

https://github.com/briatte/asr

Applied Stats with R and RStudio (first-year social-science tutorials)

course data-analysis data-science data-visualization r statistics

Last synced: 14 Apr 2026

https://github.com/mhyfritz/braille-d3

Braille Alphabet Visualization (with D3.js)

alphabet braille d3 data-visualization visualization

Last synced: 14 Apr 2026

https://github.com/pedrolcl/barcelona-trees

A guide of the trees of Barcelona city

barcelona data-visualization qml qt5 qt6 qtquick species trees

Last synced: 15 Apr 2025

https://github.com/vdutts7/reddit-map

Visualizing maps of Reddit comments based on semantic similarity

data-visualization embeddings nomic reddit semantic-similarity

Last synced: 18 Jun 2026

https://github.com/andrewadev/data-viz-d3-and-firebase

My solutions to the exercises in the Data Visualizations with D3.js and Firebase by Shaun Pelling. Presented in Vue (Vue portion my own, and not part of tutorial).

d3js data-visualization exercises firebase firestore udemy vue vuejs

Last synced: 19 Jun 2026

https://github.com/hq969/krutanic-minor-project

The Lung Cancer Prediction Module is a machine learning-based system designed to assist in the early detection of lung cancer. Using medical imaging data, patient history, and risk factors, the model predicts whether a patient is likely to have lung cancer.

data-visualization factors-technique risky

Last synced: 17 Mar 2025

https://github.com/thiagomvas/sharptables

Draw customizable tables and graphs in the console quickly and cleanly

cli console contributions-welcome csharp customizable data-visualization graph library tables visualization

Last synced: 05 Feb 2026

https://github.com/mtes-mct/geostatis

Outil de construction de cartes pour des données statistiques

carte css data-visualization geostats html php

Last synced: 10 Oct 2025

https://github.com/jabhij/twittertweets_visualization

In this repository I'll show how to visualize tweets, re tweets for a Particular Twitter Handle on Google Maps using R in simple steps.

data-science data-visualization dataanalytics python python3 twitter visualization

Last synced: 14 Apr 2026

https://github.com/ivanildobarauna-dev/data-pipeline-sync-ingest

ETL Process for Currency Quotes Data" project is a complete solution dedicated to extracting, transforming and loading (ETL) currency quote data. This project uses several advanced techniques and architectures to ensure the efficiency and robustness of the ETL process.

business-intelligence data-analysis data-analytics data-engineering data-pipeline data-visualization etl-pipeline python

Last synced: 28 Oct 2025

https://github.com/scarblase/sales_insights

A data-driven analysis of 15,000 sales records using Python, Pandas, and visualizations to uncover trends, optimize strategies, and enhance business performance. 🚀📊

data-analysis data-visualization dataset matplotlib-pyplot pandas python3 sales-analysis seaborn

Last synced: 05 May 2026

https://github.com/flazefy2/ds-global_cybersecurity_threats

https://www.kaggle.com/datasets/atharvasoundankar/global-cybersecurity-threats-2015-2024

data-science data-visualization numpy python squarify statistics

Last synced: 05 May 2026

https://github.com/nfaltir/word_visualizer

🧩 Visualize speeches for fun.

data-visualization python streamlit wordcloud

Last synced: 28 Apr 2026

https://github.com/ahmetcansolak/developer-insights

New project of ClubRockers from Sarıyer Hills

bitbucket data data-science data-visualization github python3

Last synced: 28 Apr 2026

https://github.com/geo-y20/uber-rides-data-analysis

This project aims to analyze Uber ride data to understand various aspects of ride usage, such as the distribution of rides across different categories, purposes, months, days, and times.

dashboard dashboard-templates data data-analysis data-analysis-python data-analytics data-visualization pandas powerbi python recommendation-system rides uber

Last synced: 13 Apr 2026

https://github.com/marcramonmoreno/historian_app

Historian Data Tool - A secure internal web application for processing and visualizing historical data, built with React frontend and Flask backend. Features include data processing with configurable time ranges, tag configuration management, and CSV export capabilities. Access requires Tailscale VPN connection and proper permissions.

csv-export data-processing data-visualization docker docker-compose flask historian python react web-application

Last synced: 10 Apr 2026

https://github.com/sathyasris27/time-series-and-spectral-analysis-

The aim of this project involves the analyses the data, removing trends and seasonal effects, identifying the underlying process, understanding the dominant frequencies, and using the residuals to make predictions.

data-analysis data-visualization forecasting r spectral-analysis time-series-analysis

Last synced: 07 Jun 2026

https://github.com/md-emon-hasan/ml-projects-telcom-customer-churn-prediction

📱 Customers are likely to leave a telecom service, enabling companies to take measures for retention and create accurate churn prediction models.

boostrap5 customer-churn customer-segmentation data-engineering data-science data-visualization logestic-regression machine-learning telco-customer-churn-prediction telcom-churn

Last synced: 05 May 2026

https://github.com/msohaill/wrappedify

Full stack implementation of Wrappedify

data-visualization express music socket-io spotify sveltekit

Last synced: 05 May 2026

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

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

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

Last synced: 02 Mar 2026

Data visualization Awesome Lists
awesome-datascience 944 awesome-creative-coding 410 awesome-bigdata 668 awesome-jupyter 208 go-recipes 182 awesome-dataviz 159 awesome-single-cell 520 awesome-python-data-science 382 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-ggplot2 665 awesome-data-analysis 936 awesome-clojurescript 124 awesome-frontend-gis 199 awesome-open-data-centric-ai 56 data-science-with-ruby 101 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-biological-visualizations 70 awesome-datajournalism 170 awesome-python-machine-learning-resources 1,884 awesome-expression-browser 163 awesome-qlik 32 awesome-data-journalism 195 awesome-deepnote 41 Road2R 274 fucking-awesome-creative-coding 85 awesome_science 73 awesome-julia-list 42 awesome-list 1,345 fucking-awesome-machine-learning 940 fucking-awesome-datascience 238 data-engineering-collection 678 fucking-awesome-bigdata 414 awesome-interests 66 awesome-visual-analytics-healthcare 83 datatools 61 awesome-vega 40 awesome-dataviz 34 awesome-interactive-earth-viz 60 awesome-react-components 556 creative-coding-resources 48 awesome-nsw-open-data 118
Data visualization Categories
The Data Science Toolbox 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 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