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/fbarffmann/belly-button-challenge

Built an interactive JavaScript dashboard to visualize bacterial biodiversity from belly button samples. Analyzed data from 153 participants and identified OTU 1167 as the most common bacteria.

biodiversity dashboard data-analysis data-visualization interactive-charts javascript json plotly

Last synced: 25 Apr 2026

https://github.com/vassilevsky/4sq73

Демонстрация неточности координат заведений Foursquare на примере Ульяновска

data-visualization foursquare-api geo yandex-maps

Last synced: 15 Mar 2025

https://github.com/dikshadamahe/fossee-project

A hybrid web and desktop application for visualizing chemical equipment parameters, built with Django, React, and PyQt5.

chartjs chemical-engineering dashboard data-visualization django fossee fossee-2026 fossee-internship hybrid-application pyqt5 python react rest-api

Last synced: 25 Apr 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/datasqlsantosh/global-energy-consumption-renewable-generation-python-data-analysis-portfolio

This project focuses on analyzing global energy consumption patterns and trends in renewable energy generation using Python data analysis libraries such as Seaborn and NumPy. The analysis aims to explore energy consumption data from various regions worldwide and examine the contribution of renewable energy sources over time

data data-analysis data-visualization pandas seaborn

Last synced: 10 May 2026

https://github.com/matthewdeanmartin/sparkle_log

Write a spark line graph of CPU, Memory, etc to the python log

cpu data-visualization logging memory performance-monitoring python sparkline

Last synced: 04 Feb 2026

https://github.com/rios0rios0/investmate

Go-based application designed to scrape and analyze ETF (Exchange-Traded Fund) data, focusing on dividend cash amounts, average closing prices, and dividend yields over a specified number of years. The application uses the colly library for web scraping and the tablewriter library for displaying the data in a formatted table.

crawling data-visualization etf-investments financial-analysis golang

Last synced: 23 May 2026

https://github.com/Lightning-Chart/lcjs-example-0305-racingbars

A demo application showcasing using LightningChart JS to visualize tracking of COVID-19.

chart data-visualization lcjs lightningchart-js

Last synced: 27 Dec 2025

https://github.com/arda-guler/koerimei

KOERI Mapping Extension Interface. Maps latest earthquakes detected by Kandilli Observatory and Earthquake Research Institude.

data-visualisation data-visualization earthquake earthquake-visualization earthquakes geography map mapping

Last synced: 07 Jun 2026

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

📊 Análise Exploratória de Dados (EDA) - Flores Iris | Exploração de padrões e clustering com K-Means

analise-de-dados analise-exploratoria analise-exploratoria-de-dados botany clustering data-visualization eda exploratory-analysis exploratory-data-analysis python seaborn

Last synced: 27 Apr 2026

https://github.com/natanast/tidytuesday_python

This repository contains my submissions for the TidyTuesday Python Challenge.

data-science data-visualization posit python quarto tidytuesday

Last synced: 07 Jun 2026

https://github.com/sungj921028/data-analysis-for-aqi

A project that using python to analysis the AQI quality.

aqi data-science data-visualization jupyter-notebook

Last synced: 07 Jun 2026

https://github.com/oguzhanfatihkucuk/data-analytics-project-kafka-spark

The data in this project was collected in a database using Apache Kafka and processed with Apache Spark Streaming. The project aims to create a forecasting model and analyze sales forecasts per customer.

big-data data data-visualization hadoop kafka ml mlpipeline plt pyhton spark

Last synced: 28 Apr 2026

https://github.com/anasrustom/heat-map

My Heat Map repository showcases an interactive data visualization project built with HTML, CSS, and JavaScript, utilizing the D3.js framework.

d3 data-visualization

Last synced: 28 Apr 2026

https://github.com/adamouization/python-machine-learning-data-science-notes

:orange_book: Jupyter notebooks containing useful Python code and notes for general Machine Learning and Data Science projects.

data data-science data-visualization guide jupyter jupyter-notebook machine-learning matplotlib notes numpy pandas pandas-dataframe python seaborn

Last synced: 11 Apr 2026

https://github.com/tyfiero/ada-priceart-explorer

Generative art NFT project on Cardano that uses real ADA/USD price data to create 3D candlestick art

ada cardano cnft data-visualization generative-art javascript nft p5js

Last synced: 28 Apr 2026

https://github.com/incalculable-driverslicence975/data-projects-portfolio

📊 Showcase data projects that highlight analytics, machine learning, and MLOps with reproducible code and clear business insights.

ai computer-vision dashboard data-science-projects data-visualization deep-learning etl excel finance hadoop hiveq keras machine-learning nlp pandas portfolio-project scikit-learn tableau-dashboards

Last synced: 28 Apr 2026

https://github.com/sawaira-iqbal/used-cars-price-prediction-ml-project

🚗 The Used Car Price Prediction project uses advanced ML models like Random Forest 🌲, Decision Tree 🌳, XGBoost 🚀, and SVR 🔍 to predict used car prices, enhancing buying and selling decisions.

data-visualization decision-tree machine-learning price-prediction python random-forest-regressor support-vector-machine xgboost

Last synced: 28 Apr 2026

https://github.com/szapp/candyanalysis

Case study: Analyze the candy power ranking to identify and recommend popular candy characteristics

data-analysis data-visualization feature-selection interaction-terms

Last synced: 28 Apr 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/robertovicario/uninsubria-datavisualization-project-work

Project Work for the Data Visualization module in the MSc in Computer Science program in Varese.

data-visualization dogecoin elonmusk python

Last synced: 28 Apr 2026

https://github.com/rohitdusane/power-bi-sentiment-analysis-insurance-coverage-dashboard

This project analyzes insurance data in Power BI, integrating sentiment analysis to evaluate customer feedback. Visualizations include Word Cloud, Decomposition Tree, and sentiment scoring to assess claims trends, policy performance, and demographic impacts, helping stakeholders optimize strategies and improve customer engagement. 📊

customer-feedback-analysis data-visualization decomposition-tree insurance-analysis powerbi sentiment-analysis wordcloud-visualization

Last synced: 27 Jan 2026

https://github.com/marcusrprojects/stock-return-analyzer

Analyze and visualize cumulative stock returns against a benchmark (e.g., S&P 500) across multiple time scopes using Python, yfinance, and Matplotlib.

cumulative-return data-visualization matplotlib pandas python stock-analysis yfinance

Last synced: 29 Apr 2026

https://github.com/chanmeng666/customer-insight

AI-powered customer review analysis platform — sentiment analysis, keyword extraction, topic modeling, and anomaly detection

chinese-nlp customer-feedback customer-insights data-visualization machine-learning nlp python review-analysis sentiment-analysis streamlit text-analysis text-mining topic-modeling

Last synced: 29 Apr 2026

https://github.com/mauriciovazquezm/data_visualization_course_project

This project implements an interactive data visualization dashboard using R and Shiny. It leverages World Bank development indicators to explore key economic, social, and demographic metrics over time across countries and regions. The web app enables users to select specific indicators, filter by countries or years, and visualize trends through dyn

data-science data-visualization ggplot2 r-programming shiny web-app

Last synced: 29 Apr 2026

https://github.com/tynandebold/daylight

Amount of daylight in select locations around the world.

data-visualization data-viz daylight javascript react time

Last synced: 29 Apr 2026

https://github.com/orvn/some-visualizations

Just some visualizations of concepts and data

d3js data-visualization math statistics

Last synced: 24 Jun 2026

https://github.com/chauxvive/fccchoropleth

A D3.js-based choropleth map visualizing U.S. census data on education levels by state, built as part of the FreeCodeCamp Data Visualization certification. It enables users to explore state-wise educational attainment data interactively.

d3 d3js data-visualization dataviz

Last synced: 29 Apr 2026

https://github.com/jskherman/mama

Malnutrition Monitoring and Assessment System (MaMA) for tracking of various case data of malnutrition in the Philippines

data-visualization python streamlit

Last synced: 12 May 2026

https://github.com/elishah-john/happiness-report-2019

Analysis of "Happiness Report 2019" using python.

data-analysis data-visualization educational jupyter-notebook python

Last synced: 12 May 2026

https://github.com/aykutsahinn/carpredictapp

İkinci El Araçların Analizi | Jupyter Notebook

analysis data-visualization jupyter-notebook pyhton streamlit

Last synced: 29 Apr 2026

https://github.com/hazz-i/e-commerce-analysis

FP Dicoding Analisis data dengan python

data-visualization jupyter-notebook python

Last synced: 29 Apr 2026

https://github.com/shariqayan/diwali_sales_analysis_python

The Diwali Sales Analysis project focuses on analyzing sales data during the Diwali festival to gain insights into customer behavior, improve customer experience, and optimize sales strategies.

data-visualization matplotlib numpy pandas python seaborn

Last synced: 29 Apr 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/carlosagalicia/sars-cov-2-variant-analysis

The project includes data visualization, variant sequence analysis, and a report detailing the spread and characteristics of COVID-19 variants worldwide.

biostrings data-science data-visualization ggplot2 r

Last synced: 03 Mar 2025

https://github.com/amirrezaskh/nyc-taxi-dashboard

A comprehensive data analytics platform that processes NYC taxi trip data from Google BigQuery and visualizes insights through an interactive React dashboard. Features real-time heatmaps, temporal analysis, and geographic intelligence across 263 NYC taxi zones.

bigquery dashboard data-analytics data-science data-visualization geospatial leaflet material-ui nyc-taxi plotly react typescript

Last synced: 29 Apr 2026

https://github.com/machinelearningzuu/data-engineering-projects

This repository is a curated collection of projects and tools that exemplify best practices in data engineering. It serves as a resource for data professionals seeking to enhance their data infrastructure, optimize data pipelines, and implement cutting-edge data processing techniques.

airflow bigquery data-engineering data-science data-visualization data-warehouse

Last synced: 30 Apr 2026

https://github.com/walid0912/rfm_analysis

RFM Analysis is employed to comprehend and categorize customers according to their purchasing patterns. RFM, an acronym for recency, frequency, and monetary value, comprises three essential metrics that offer insights into customer involvement, allegiance, and significance to a business.

data-analysis data-visualization python rfm-analysis

Last synced: 02 Sep 2025

https://github.com/tashi-2004/global-ecommerce-retail-trends-analysis

The Global E-commerce & Retail Analysis project involves data preprocessing, dimensionality reduction with PCA, CLV calculation and What-If analysis . Key insights include effective PCA for data reduction, detailed CLV analysis across segments , and the impact of pricing strategies on sales.

boxplot clv-analysis data-science data-visualization dataintegration deep-learning dimensionality-reduction ecommerce heatmap machine-learning normalization outlier-detection outlier-removal pca-analysis preprocessing python scatter-plot whatif-analysis

Last synced: 30 Apr 2026

https://github.com/BAMresearch/SOFA

SOftware for Force Analysis - A graphical user interface to analyze Atomic Force Microscopy Force Spectroscopy data

atomic-force-microscopy data-science data-visualization

Last synced: 16 Jan 2026

https://github.com/pascalx-git/randomcharts

Generate charts with random data.

data-visualization design javascript

Last synced: 12 May 2026

https://github.com/kinolag/traffic

A geospatial visualisation app showing road traffic information for all areas of Inner London. Built in TypeScript, combining React with D3.

d3 data-visualization geojson geospatial-visualization mapping react responsive-design svg topojson typescript

Last synced: 13 May 2026

https://github.com/mayankfreelancer/advanced-sales-analytics-dashboard-power-bi-

This interactive Power BI dashboard provides a comprehensive analysis of sales data across regions, categories, and time periods. The project aims to uncover key trends in total sales, profit, quantity sold, and product performance, using advanced visualizations and forecasting techniques. 🛠 Tools & Techniques Used: Power BI

dashboard data-science data-visualization excel numpy pandas powerbi python sales-analysis sql

Last synced: 30 Apr 2026

https://github.com/rayxiang03/indeed-job-scraping

Python toolkit for scraping Indeed job listings, preprocessing data, and generating visualizations for market analysis.

cloudscraper data-visualization indeed job-analysis nlp pandas python web-scraping

Last synced: 30 Apr 2026

https://github.com/mitchellharrison/mitchellharrison.github.io

Welcome to my slice of the internet, where I share the knowledge that Duke gave me, so you don't have to spend the mortgage-sized amount to access it. Built with R, Python, Quarto, and love.

ai algorithms-and-data-structures blog data-analysis data-science data-visualization educational machine-learning portfolio portfolio-website quarto r r-language statistics tutorials

Last synced: 30 Apr 2026

https://github.com/01110011011101010110010001101111/tigercosmosbootstrapdash

Sample Repository of Visualisaing TigerGraph Data with Cosmos in a Bootstrap Dashboard

bootstrap cosmos data-visualization graph-visualization tigergraph

Last synced: 30 Apr 2026

https://github.com/realvuk/r-for-data-science-by-vuk

My exercise from the book R for Data Science: Import, Tidy, Transform, Visualize, and Model Data 2nd Edition

data-science data-visualization r rstats

Last synced: 13 Jun 2026

https://github.com/miguelmedinacastro/trabalho-dados-r

Trabalho final da disciplina Análise Exploratória de Dados

data data-science data-science-projects data-visualization database r rstudio

Last synced: 01 May 2026

https://github.com/justus-coded/justus_portfolio

This repository serves as my data science portfolio, which contains all my projects

data-preprocessing data-visualization exploratory-data-analysis predictive-analysis

Last synced: 10 Mar 2026

https://github.com/gunjanmimo/d3-visualization

D3.js is a JavaScript library for producing dynamic, interactive data visualizations in web browsers. It makes use of Scalable Vector Graphics, HTML5, and Cascading Style Sheets standards. It is the successor to the earlier Protovis framework

d3js data data-science data-visualization reactjs

Last synced: 29 Apr 2026

https://github.com/gerhynes/d3-movie-quotes

A simple page built to practice binding data to elements using D3. Built for The Advanced Web Developer Bootcamp.

d3 data-visualization javascript

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/magnus0969/heart-diease-eda

Exploratory Data Analysis (EDA) on heart disease data to uncover key risk factors and patterns. This project utilizes Python, Pandas, Seaborn, and Matplotlib to visualize trends, correlations, and insights that contribute to heart disease prediction and prevention.

data-insights data-science-projects data-visualization heart-disease-analysis python

Last synced: 14 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/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/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/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/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/airlines_web_scrapping

I scrapped airline data from a Wiki page with Python, did some data cleaning with Google Sheet and SQL, then visualized the data with Tableau.

airlines csv-files data-cleaning data-visualization mysql python3 tableau tableau-dashboards tableau-public webscraping

Last synced: 15 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/mohamedmetwalli5/breastcancerdiagnosis

Breast cancer diagnosis using machine learning via the XGBoost Algorithm after visualizing the data set & exploring it.

cancer data-visualization machine-learning

Last synced: 11 Jun 2026

https://github.com/danielvartan/estela

🧒🏽🍎 Analysis and Visualization of Food Consumption Data for Brazilian Children Aged 2 to 4, as Monitored by SISVAN in 2019

brazil child-health child-nutrition data-science data-visualization malnutrition nutritional-epidemiology sisvan sus

Last synced: 12 Jun 2026

https://github.com/fatihilhan42/turkey_earthquake_analysis_1915-2021_python

In this project, earthquakes in Turkey from 1915 to 2021 were analyzed. The data taken from the data set, which you can find in the repo, was first organized using data cleaning algorithms. Afterwards, these cleaned data were printed out as graphics and animation using data visualization algorithms.

data-analysis data-cleaning data-visualization jupyter-notebook

Last synced: 23 Mar 2025

https://github.com/amishidesai04/emergency-calls-data-analysis-project

Welcome to the Emergency Calls Data Analysis project repository. This project is dedicated to extracting, processing, and visualizing data from the "Emergency – 911 Calls, Montgomery County" dataset, sourced from Kaggle. The main objective is to analyze trends in emergency calls in Montgomery County, Pennsylvania, spanning multiple years.

analysis data-analysis data-extraction data-processing data-science data-visualization numpy pandas python seaborn

Last synced: 02 May 2026

https://github.com/holy-angel-university/global-cost-index-analysis

This analysis explores the cost of living across various countries, aiming to provide insights into economic disparities and living standards on a global scale. Utilizing a dataset that includes indices for overall cost of living, groceries, restaurant prices, and rent, we investigate the top and least expensive countries worldwide.

data-science data-visualization exploratory-data-analysis jupyter-notebook python3

Last synced: 02 May 2026

https://github.com/farhannirzhor/vrinda_store_excel_project

This project is about excel analysis and visualization. In this project, I analyzed Vrinda Store's sales and made an annual sales report

data-analysis data-cleaning data-preprocessing data-visualization microsoft-excel reporting

Last synced: 05 Jan 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/faizkhairi/repo-insights

Visualize commit patterns, language breakdown, and contributor stats for any GitHub repository

analytics data-visualization github github-api nextjs oauth recharts swr tailwindcss typescript visualization

Last synced: 02 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/ronaldkanyepi/southern-africa-health-indicators-analysis

Visualizing Health Trends in Southern Africa: Analyzing World Bank data (2013–2020) to uncover patterns in life expectancy, infant mortality, HIV prevalence, and maternal mortality.

botswana data-visualization dplyr ggplot2 ggtext health healthcare mozambique patchwork r south-africa tidyverse viridis zimbabwe

Last synced: 09 Jun 2026

https://github.com/ledsouza/curso_de_estatistica_parte_3

Projeto de curso de estatística sobre distribuições e teste de hipósteses

data-science data-visualization pandas scipy seaborn statsmodels vitrinedev

Last synced: 29 Apr 2026

https://github.com/jbalooshie/plotly_deployment

This project uses JavaScript, Plotly, and HTML to create an interactive dashboard on a webpage. The data is from a fictional study examining bacteria cultures in the subject's navels. The dashboard allows you to filter between participants and shows different information about their samples.

css dashboard data-visualization html javascript plotly

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

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 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 603 Uncategorized 529 Software packages 402 Literature and Media 384 Python 374 UI Components 278 Tools 274 Table of Contents 226 Learning Resources 211 Machine Learning 209 Books 204 Data and models 202 Training Resources 201 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 169 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133