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/apsinghanalytics/bearmarketfollowthroughs

Python Script for Calculating and Visualization Follow Through Rallies during Bear Markets

bear-market data-visualization powerbi recession stock-market time-series

Last synced: 12 Jun 2026

https://github.com/vikpires/ds_tips-dataset

Projeto individual do bootcamp de ciência de dados avanti 2024.2, com o objetivo de analisar e observar padrões no conjunto de dados "Tips".

data-analysis data-science data-visualization exploratory-data-analysis jupyter-notebook matplotlib numpy pandas python seaborn tips

Last synced: 17 Sep 2025

https://github.com/datastalker/survival-cox

This repository contains an R script for performing survival analysis on breast cancer surgery data from the University of Chicago's Billings Hospital. The analysis includes Kaplan-Meier estimation and Cox Proportional Hazards modeling to assess patient survival.

breast-cancer-prediction cox-model data-analysis data-science data-visualization epidemiology kaplan-meier r survival-analysis

Last synced: 02 Apr 2025

https://github.com/Sparsh7082/Data-Analysis-Portfolio

This repository is dedicated to showcasing my skills, sharing projects, and tracking my progress in Data Analytics and Data Science.

canva data-analytics data-manipulation data-visualization database-querying google-slides power-bi power-point presentation-tools programming-language python r spreadsheets sql tableau

Last synced: 10 Mar 2025

https://github.com/ashwin331133/hospital_allpatients_waitinglist_data

This Power BI project analyzes patient waiting lists across various medical specialties and case types (Day Case, Inpatient, Outpatient). The goal is to gain insights to improve healthcare management and resource allocation.

data-analysis data-visualization powerbi

Last synced: 03 Jan 2026

https://github.com/natanast/30daychartchallenge

This repository contains my contributions to the #30DayChartChallenge

30daychartchallenge data-science data-visualization data-viz

Last synced: 24 Mar 2025

https://github.com/githubsolver123/bus-tracker

Real-time bus tracking simulation built with R Shiny and Google Maps API. Visualizes bus movement along Broadway in NYC with 2-second position updates.

data-visualization geospatial gis google-maps-api r r-shiny real-time shiny simulation transportation web-application

Last synced: 01 Apr 2025

https://github.com/isaactrer/trading-gpt

TradeGPT is an intelligent trading bot built with ChatGPT and AI to automate and optimize trading strategies. It analyzes market data, predicts trends, and executes trades in real-time, providing traders with tools to enhance efficiency and profitability.

ai-trading algorithmic-trading automated-trading backtesting chatgpt crypto-trading data-visualization financial-analysis machine-learning market-data openai portfolio-management real-time-data risk-management sentiment-analysis stock-market technical-indicators trade-execution trading-strategies

Last synced: 25 Mar 2025

https://github.com/bhushan148/finance-domain-bank-loan-report-tableau

I analyzed 🏦 bank loan data to reveal trends, KPIs, and insights. Using Tableau 📈 for dashboards and SQL 🗃️ for data extraction, I visualized loan applications, borrower profiles, and repayment behaviors 💡.

bussiness-intelligence dashboard-design data-analysis data-visualization excel figma sql sqlqueries tableau

Last synced: 08 Apr 2025

https://github.com/manikantasanjay/-spatial-analysis-of-temperature-trends

"Global Climate Insights" offers a deep dive into global temperature trends, using spatial analysis and interactive visualizations to highlight the impacts of climate change.

data-visualization folium geospatial matplotlib plotly spatial-analysis temperature-trends

Last synced: 04 Jul 2025

https://github.com/jabonsote/financial-anomaly-detection-with-deepseek-and-isolation-forest

🚀 Financial Anomaly Detection with DeepSeek and Isolation Forest – A powerful, locally-run tool for detecting financial anomalies using Isolation Forest and DeepSeek LLM. Features AI-powered insights, interactive time-series visualization, and automated PDF audit reports. 🔍📊

anomaly-detection chatbot data-visualization deepseek financial-analysis financial-data isolation-forest llm machienlearning ollama report-generator streamlit

Last synced: 12 Apr 2026

https://github.com/gabboraron/notes_from_data_visualization-kaggle_course

Make great data visualizations. A great way to see the power of coding!

data-visualization kaggle-courses

Last synced: 06 Apr 2025

https://github.com/ekenes/elections-timeline

Data visualization showing the results of the previous 5 U.S. presidential elections in a single map.

arcgis-js-api data-visualization elections gis mapping

Last synced: 24 Mar 2025

https://github.com/sanjana-bongale/walmart_retail_data_visualization_using_powerbi

Interactive Power BI dashboard analyzing Walmart sales data. Covers sales trends, customer insights, and branch performance using charts, KPIs, and filters for age, gender, year, and category. Includes a presentation for business storytelling and insights.

customer-analysis-for-retail dashboard data-storytelling data-visualization powerbi sales-analysis

Last synced: 04 Feb 2026

https://github.com/leandrocollares/infant-mortality-in-africa

An interactive choropleth map that shows infant mortality rates in Africa between 1960 and 2018

d3 data-visualization react

Last synced: 07 May 2026

https://github.com/bryanfks-dev/klempoken-analysis

Analysis and forcasting model for Klempoken MSMEs

big-data-analytics data-analysis data-forecast data-visualization

Last synced: 01 Apr 2025

https://github.com/ashwin331133/gorkha_earthquake_damage_prediction

The main objective is to predict the level of damage to buildings caused by the 2015 Gorkha earthquake in Nepal.

data-analysis data-visualization machine-learning python

Last synced: 29 Apr 2026

https://github.com/naveen88112/healthcare

HealthCare Data Analysis and Forecasting This project examines healthcare data by processing missing values with KNN imputation, preprocessing features, and training classification models (Logistic Regression and Random Forest). The output includes performance metrics such as accuracy, confusion matrix, precision, recall, and ROC analysis.

data-visualization feature-engineering machine-learning model-evaluation numpy pandas python scikitlearn-machine-learning

Last synced: 12 Apr 2026

https://github.com/shellynagar27/transportation-and-logistics-challenge

Analyzing logistics data to optimize shipment efficiency, reduce delays, and enhance supply chain visibility using Power BI. Insights include top routes, delays, supplier trends, and peak shipments.

cleaning-data critical-thinking data-analysis data-visualization exploratory-data-analysis feature-engineering powerbi preprocessing-data problem-solving python

Last synced: 16 May 2026

https://github.com/mahmoudnamnam/superstore-analysis

This project explores the SuperStore dataset to uncover insights into sales, profit, and customer behavior. It identifies key trends, regional variations, and product performance, using data analysis and machine learning techniques to guide business strategy and optimize performance.

clustering data-analysis data-science data-visualization geopandas jupyter-notebook machine-learning numpy pandas plotly regression seaborn sklearn

Last synced: 12 Apr 2026

https://github.com/mostafa-ghorab/global-happiness-analysis

An analysis of global happiness rankings based on various factors like GDP, family support, health, and freedom from the World Happiness Report (2015-2017). This project provides data visualizations and statistical insights into how these factors influence happiness scores in different regions.

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

Last synced: 12 Apr 2026

https://github.com/mackenly/suicide-rate-map-explorer

An interactive map that plots U.S. CDC suicide rate and population data on a county level built with React and Python.

cdc data-visualization react suicide-data suicide-prevention

Last synced: 01 Apr 2025

https://github.com/yash-3-bit/online-sales-analysis

Project-Merging the different months datasets and performing the data cleaning ,Analysis and Visualization

data-analysis data-visualization pandas-library

Last synced: 27 Mar 2025

https://github.com/quocduyenanhnguyen/roi-modeling-and-analysis-of-sports-dataset

In this project, you will find my ROI model for retirement savings and PowerPoint presentation of my ROI model, as well as my data analysis/visualization of Sports Ticket Sales dataset that I concluded with a PDF group written report

data-analysis data-visualization microsoft-excel rate-of-return-modeling sports-ticket-sales-dataset

Last synced: 08 Feb 2026

https://github.com/gustavo-victor/scatter-plot

Scatter Plot Graph in JS and D3

css d3 data-visualization html js scatter-plot

Last synced: 12 Apr 2026

https://github.com/ddeepanshu-997/datascience_marketing_campaign

In this repository i am going to perform data preprocessing techniques and try to findout some useful insights using the various datascience libraries along with data visualisation library to get the precise outputs on the dataset

data-insights data-science data-visualization data-visualization-project datacleaning insights libraries matplotlib numpy-arrays output pandas-dataframe prepr techniques visualization visualization-library

Last synced: 09 Sep 2025

https://github.com/tejaswirupa/impact-of-workplace-stress-on-mental-health-conditions-of-employees

Studied how remote, hybrid, and onsite work affects employee stress and wellness. Engineered metrics to quantify fatigue and work-life balance, uncovering mental health trends across industries and roles.

data-visualization datascience exploratory-data-analysis feature-engineering

Last synced: 24 Jan 2026

https://github.com/tanaybhadula/twitter-trends-dashboard

An interactive dashboard to visualizes data on current Twitter trends by country and globally. Collects data of over 60 countries using the python Tweepy library, processed it,and visualized it in the form of bar chart and pie chart using the Plotly Dash framework.

dash dashboard data-analysis data-visualization plotly python trends twitter

Last synced: 31 May 2026

https://github.com/armahdavi/data_pipeline_analytics_statistics_ml_pm_psd_residential_qff

Sharing all the data pipelines and processing codes, statistical modellings, descriptive statistics, plot visualizations, and machine learning from Mahdavi & Siegel (2021) (Indoor Air) Project Miestone: 2017 - 2020 Full-length article: https://onlinelibrary.wiley.com/doi/abs/10.1111/ina.12782

data-science data-visualization dust hvac indoor-air-quality jupyter-notebook machine-learning matplotlib-pyplot numpy pandas python scikit-learn scipy-stats spyder spyder-python-ide statistics

Last synced: 11 Apr 2026

https://github.com/blarc/fri-staff-visualization

A simple visualization of the lectures and labs of the Faculty of Computer and Information Science in Ljubljana.

data-visualization p5js p5js-animation visualization

Last synced: 25 Mar 2025

https://github.com/charlescro/reddit-classification-nlp

Analyzing subreddit language via Reddit API and NLP techniques.

data-analysis data-science data-visualization nlp-machine-learning reddit-api scikit-learn

Last synced: 03 Apr 2025

https://github.com/omarkawach/info-viz

Project built with Nivo, React, and Leaflet for an Information Visualization course at the University of Victoria.

d3js data-visualization leaflet map react reactjs visualization

Last synced: 12 Apr 2026

https://github.com/danielrosehill/eco-ninja-3

Configuration for an LLM assistant that performs analysis on sustainability data

data-visualization prompt-engineering prompting sustainability

Last synced: 22 Feb 2026

https://github.com/drtfloyd/psa-network-analyzer

In a complex professional world, understanding the true strength and relevance of your network is more critical than ever. The PSA (Presence Signaling Architecture) Network Analyzer is a sophisticated yet easy-to-use local tool designed to bring clarity, strategy, and ethical visibility to your professional relationships.

career-development csv-analysis data-anlaysis data-visualization human-to-human job-seeker linkedin network-analysis privacy-first professional-networking python realationship-management responsible-ai streamlit

Last synced: 29 Apr 2026

https://github.com/jansim/nicknames

Specify human readable names for the columns in your data once and then reuse them across your project to rename plots axes, dataframe columns, tables and anything else.

data-cleaning data-visualization r r-package

Last synced: 04 Sep 2025

https://github.com/dianaow/fifa22-svelte

Svelte/D3.js: Visualizing club attributes in FIFA games from 2015 to 2022

d3-visualization d3js data-visualization fifa sports-analytics sports-visualisation svelte

Last synced: 29 May 2026

https://github.com/wisdom-osborn/data-analytics-course-online-

🔍 Data Analytics with Python — Hands-on Course Materials Jupyter notebooks, projects, and datasets based on the freeCodeCamp Data Analysis with Python certification. Learn NumPy, Pandas, data cleaning, and visualization through real-world examples

data data-analysis data-science data-visualization freecodecamp numpy pandas pandas-dataframe project python

Last synced: 19 Apr 2026

https://github.com/jbalooshie/surfs_up

Project to perform analysis of weather data in Hawaii, including a Flask app to view the findings.

data-science data-visualization flask python sqlalchemy sqlite

Last synced: 06 May 2026

https://github.com/sandravizz/analytical-system-design

Teaching material for bachelor course at Arcada

d3-js data-structures data-visualization system-design

Last synced: 24 Jan 2026

https://github.com/chrisvilches/human-profiling

Monitorea y analiza los programas que ocupa el usuario.

csharp data-visualization human-behavior winapi

Last synced: 16 Mar 2025

https://github.com/rohitblaze10/netflix_analysis_using_tableau

The Netflix dashboard in Tableau provides a professional and visually captivating interface for users to explore a vast collection of TV shows and series. With seamless navigation and interactive filters, users can easily personalize their recommendations based on release year, genre, duration, and rating.

data data-analysis data-science data-visualization netflix tableau

Last synced: 04 Feb 2026

https://github.com/erabossid/d3js-treemap

Data visualization with D3js Treemap

d3js data-science data-visualisation data-visualization reactjs

Last synced: 10 Mar 2025

https://github.com/ricardo-melo-martins/docker

⚡ RMM ⚡:: 🐳 docker with database for fun development

data-visualization database datascience docker mysql postgres sakila sakila-database sqlite

Last synced: 12 Apr 2026

https://github.com/bhaskarbharati/ibm-datascience-hands-on-lab

This is the basic hands-on exercise using Jupyter Notebook. This lab is done in the process of learning course Tools For Data Science | IBM

data-analysis data-science data-visualization datawrangling eda machine-learning

Last synced: 23 Apr 2025

https://github.com/kathyreid/geelong-council-elections-2017

Chord diagram of distributed preferences based on Victorian Electoral Commission data

chord-diagram d3js data-visualization

Last synced: 13 Mar 2025

https://github.com/archanakokate/exploratory_data_analysis_global-terrorism_using_tableau

Using Tableau, conducted an in-depth analysis of terrorism incidents around the world.

analysis data-visualization tableau

Last synced: 04 Feb 2026

https://github.com/tclzcja/spark-comparison-visualization

A data visualization project I made for Blue Telescope/HP.

client-project data-visualization

Last synced: 15 Jun 2025

https://github.com/fbarffmann/citibike-covid-analysis

Analyzed NYC CitiBike usage during March 2020 to assess the impact of COVID-19 using Python and Tableau. Includes ridership breakdowns, user type trends, and interactive dashboard.

citibike covid19 data-analysis data-visualization exploratory-data-analysis pandas python tableau transportation

Last synced: 12 Apr 2026

https://github.com/tuni56/support_ticket_streamlit

Interactive support ticket management system

data-science data-visualization python streamlit-webapp

Last synced: 29 May 2026

https://github.com/faysalalmahmud/bd-med-professional-analysis

Analysis of healthcare professionals in Bangladesh through web scraping, data processing, and interactive visualization.

data-analysis data-visualization jupyter-notebook python scraper selenium selenium-webdriver tableau

Last synced: 04 Sep 2025

https://github.com/soumyajiitdas/My-GenAICapstoneProject

A Generative AI-powered journaling assistant that analyzes daily entries to extract emotions, stress levels, and mood trends — built using Google Gemini API for mental wellness insights.

ai-assistant data-visualization generative-ai machine-learning mental-health prompt-engineering python

Last synced: 04 Jul 2025

https://github.com/muhammed-fazal/student-success-and-early-intervention-analytics-system

To consolidate scattered student performance records into a unified Data Warehouse in SQL Server. Engineer an Interactive Power BI dashboards that visualize academic trends, identifying student performance and implement predictive analytics.

analysis analytics dashboard data data-analysis data-engineering data-science data-visualization database etl etl-pipeline power-bi powerbi python sql sql-server

Last synced: 29 May 2026

https://github.com/syncfusionexamples/building-a-neumorphic-chart-to-visualize-gen-z-s-favorite-social-media-with-syncfusion-maui

Learn how to build a Neumorphic column chart using Syncfusion's .NET MAUI Charts to visualize Gen Z's favorite social media platforms based on U.S. adult usage data. This project features a modern design that adapts to both light and dark themes, creating a sleek and engaging user experience.

custom-chart-styling custom-drawable-charts data-visualization dotnet-maui-chart gen-z-social-media-trends interactive-charts light-and-dark-theme-ui modern-ui-design neumorphic-design neumorphism-ui social-media-analytics syncfusion-column-chart us-social-media-usage user-interface-trends

Last synced: 03 Apr 2025

https://github.com/zahramh99/dynamic-pricing-strategy

Dynamic Pricing is an application of data science that involves adjusting the prices of a product or service based on various factors in real time. It is used by companies to optimize revenue by setting flexible prices that respond to market demand, demographics, customer behaviour and competitor prices.

business-intelligence data-science data-visualization demand-prediction dynamic-pricing machine-learning predictive-modeling price-prediction price-prediction-model pricing-strategy revenue-optimization ride-sharing

Last synced: 27 Jun 2025

https://github.com/asuquoaa/ann_arbor_weather_analysis_2005-2015

This project analyzes historical weather data from Ann Arbor, Michigan, collected by the National Centers for Environmental Information (NCEI) Global Historical Climatology Network daily (GHCNd).

data-cleaning-and-preprocessing data-visualization

Last synced: 03 Apr 2025

https://github.com/parthasarathy27/barchart-visualization-using-amcharts

This project visualizes monthly fuel usage data (petrol and diesel) using a responsive bar chart built with the amCharts library. The chart displays fuel consumption across 12 months, with separate bars for petrol and diesel for each month.

amcharts amcharts-js-charts data-visualization html-css-javascript json visualization

Last synced: 12 Apr 2026

https://github.com/theanujsinha01/mcdonalds-customer-analysis

This project analyzes customer feedback data to understand what drives people to like or dislike McDonald’s. Using Python and data visualization tools in a Jupyter Notebook, we explore how different factors—such as taste, price, health, and visit frequency—affect customer satisfaction.

case-study data data-visualization dataanalysis

Last synced: 05 Sep 2025

https://github.com/camara94/data_analyse_series_temporelles

Dans ce tutoriel, nous allons répondre aux questions suivantes: 1. Lire les données Microsoft à l'aide du package **Pandas Data reader** 2. Obtenez le **prix maximum** de l'action de **2017 à 2022** 3. Quelle est la **date du cours le plus élevé** de l'action ? 4. Quelle est la **date du cours le plus bas** de l'action ?

data-analysis data-analysis-python data-science data-structures-and-algorithms data-visualization serie series-forecasting

Last synced: 09 Apr 2025

https://github.com/shrinidhi857/simpledataanalysisonstartups

The Indian startup ecosystem has experienced remarkable growth over the past decade, becoming a hotbed of innovation and entrepreneurship. In this data analysis we are segregating fields ,finding new insights.

data-analysis data-science data-visualization indian-startups

Last synced: 17 Sep 2025

https://github.com/carcesar/salariogovernadores2023

Visualização dos salários dos governadores em 2023

data-science data-visualization politics

Last synced: 24 Apr 2025

https://github.com/archanakokate/ml_cardiovascular-disease-prediction-

EDA and Model building to predict the risk of a heart attack using a Logistic Regression and Random Forest Classifier

data-engineering data-visualization exploratory-data-analysis machine-learning-algorithms

Last synced: 17 Mar 2025

https://github.com/gabrieladados/tableau_dashboards

Dashboards desenvolvidos no Tableau

dashboards data-visualization figma tableau

Last synced: 09 Apr 2025

https://github.com/shahiakhilesh1304/fitbitcasestudy

This is a case study based on data retrieved from a Fitbit band, and we are making predictions about human behavior based on their mood.

case-study data-visualization fitbit jupyter-notebook numpy python3

Last synced: 13 Apr 2026

https://github.com/fbarffmann/sqlalchemy-challenge

Built a Flask API with SQLAlchemy to analyze and visualize Hawaii climate data. Automated data extraction and developed database queries for temperature and precipitation insights.

api climate-data data-analysis data-visualization flask orm python sql sqlalchemy sqlite

Last synced: 13 Apr 2026

https://github.com/afifahhadie/wine-clasificassion

This project focuses on classifying different types of wine using machine learning techniques. The dataset contains various chemical properties of wines, which are used as features to predict the wine class.

classification data-science data-visualization jupyter-notebook machine-learning machine-learning-algorithms pandas scikit-learn wine-dataset

Last synced: 13 Apr 2026

https://github.com/amg-ai-labs/petrol_station_finder

A Python script to find nearby petrol stations and fuel prices using UK government data.

api data-visualization fuel geo python uk

Last synced: 13 Jun 2025

https://github.com/eduardorodriguesf/youtube-trending-scraper

Scraper program that searches youtube trending videos categories

data-visualization matplotlib pandas seaborn selenium

Last synced: 05 May 2026

https://github.com/hassanislam463/data-cleaning-and-modelling-top-5-categories-analysis-forage

This project involves cleaning, merging, and analyzing datasets to identify the top 5 performing categories based on aggregate popularity scores. It includes cleaned datasets, a final merged dataset, visualizations, and a presentation summarizing the tasks and results. Tools used: Microsoft Excel, Python, and PowerPoint.

data-analysis data-visualization microsoft-excel

Last synced: 07 Jan 2026

https://github.com/zen204/renewable-energy-usage-v-electricity-access

Interactive data visualization project created for COSI 116A: Introduction to Information Visualization at Brandeis University (Fall 2024). The project showcases data-driven insights using advanced visualization techniques and user interactivity. Hosted on GitHub Pages.

d3js data-analysis data-visualization electricity github-pages html-css-javascript information-visualization interactive python renewable-energy tableau web-development

Last synced: 08 Feb 2026

https://github.com/athul64/tmdb-dataset-analysis

This data set contains information about 10,000 movies extracted from TMDB. The dataset contains movies from 1960 to 2015. Including user ratings and revenue. Original data from Kaggle.

data-visualization dataframe eda numpy pandas python

Last synced: 14 Apr 2026

https://github.com/sco1/xbmini-py

Python Toolkit for the GCDC HAM

data-analysis data-visualization python python3

Last synced: 07 May 2025

https://github.com/andrewobwocha/titanicsurvival

🚢 End-to-end Python pipeline for Titanic survival classification. Demonstrates EDA, preprocessing, feature engineering, and Logistic Regression evaluation using Scikit-learn.

classification data-preprocessing data-visualization exploratory-data-analysis feature-engineering machine-learning pandas python scikit-learn titanic

Last synced: 13 Jun 2025

https://github.com/athari22/investigating-netflix-movies-and-guest-stars-in-the-office

Apply basic Python skills in Introduction to Python and Intermediate Python by processing and visualizing film and television data.

data-analysis data-science data-visualization loop loops matplotlib matplotlib-pyplot netflix numpy office pandas python

Last synced: 11 Apr 2026

Data visualization Awesome Lists
awesome-datascience 944 awesome-creative-coding 410 awesome-bigdata 668 awesome-jupyter 208 go-recipes 182 awesome-dataviz 159 awesome-single-cell 520 awesome-python-data-science 382 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-ggplot2 661 awesome-data-analysis 936 awesome-clojurescript 124 awesome-frontend-gis 199 awesome-open-data-centric-ai 56 data-science-with-ruby 101 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-biological-visualizations 70 awesome-python-machine-learning-resources 1,884 awesome-datajournalism 170 awesome-expression-browser 163 awesome-qlik 32 awesome-data-journalism 195 awesome-deepnote 41 Road2R 265 fucking-awesome-creative-coding 85 awesome_science 73 awesome-julia-list 42 awesome-list 1,345 fucking-awesome-machine-learning 940 fucking-awesome-datascience 238 data-engineering-collection 678 awesome-interests 66 fucking-awesome-bigdata 414 awesome-visual-analytics-healthcare 83 datatools 61 awesome-dataviz 34 awesome-vega 40 awesome-interactive-earth-viz 60 creative-coding-resources 48 awesome-react-components 556 awesome-nsw-open-data 118
Data visualization Categories
The Data Science Toolbox 604 Uncategorized 530 Software packages 402 Literature and Media 384 Python 374 UI Components 278 Tools 274 Table of Contents 226 Learning Resources 211 Machine Learning 205 Books 202 Data and models 202 Training Resources 201 Plot layers 196 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