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/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/rayyan9477/house-price-prediction-model

This project aims to predict house prices using a machine learning model. The project involves data cleaning, feature engineering, model selection, training, and evaluation. The dataset is uploaded by the user, and the model is trained to predict house prices based on various features.

data-science data-visualization gridsearchcv machine-learning machine-learning-algorithms notebook python random-forest

Last synced: 05 May 2026

https://github.com/nicholas-miklaucic/rho_plus

The Python data viz nitro canister you didn't know you needed

aesthetics bokeh colormap data-visualization matplotlib plotly python

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/vara-co/python-api-challenge

Weather and Perfect Vacationing Spots Worldwide, by using APIs

api apis data-analysis data-visualization hvplot jupyter-notebook matplotlib pandas vacation weather

Last synced: 05 May 2026

https://github.com/shuddha2021/stellar-candidate-selector

A sophisticated candidate selection algorithm leveraging multi-criteria analysis and machine learning to identify top software engineering candidates. This tool features flexible filtering, score adjustment, and detailed visualizations to streamline the recruitment process.

candidate-selection data-analysis data-visualization machine-learning pandas plotting-in-python python python-data-analysis recruitment scikit-learn

Last synced: 05 May 2026

https://github.com/wizardoftrap/football-team-analytics

This Jupyter notebook, created on Kaggle, analyzes football player and team statistics for the 2024-2025 season. It provides insights into player performance, team metrics, and playing styles across major European leagues using data from the dataset players_data-2024_2025.csv.

data-analysis data-visualization jupyter-notebook pandas python

Last synced: 05 May 2026

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

https://www.kaggle.com/datasets/bhadramohit/customer-shopping-latest-trends-dataset

data-science data-visualization jupiter-notebook numpy python sales shopping squarify statistics

Last synced: 05 May 2026

https://github.com/kiranmayi5/python-projects

A collection of Python projects showcasing skills in data analysis and visualization.

data-analysis data-visualization machine-learning nlp python

Last synced: 05 May 2026

https://github.com/saeedkohansal/chart.js-tutorial-with-examples

Chart.js is a lightweight, open-source JavaScript library for creating stunning and interactive charts using HTML5 Canvas. It supports various chart types like bar, line, and pie charts, is easy to use, and offers customization options to suit any data visualization needs. Perfect for modern web applications!

barchart canvas chart chart-js chartjs charts css data-visualization datavisualization gilgeekify html html-chart html5 javascript linechart piechart programming scatterchart web-development webdevelopment

Last synced: 05 May 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/romerorodriguezd/housing-market-tracker

Jupyter Notebook to store and evaluate long-run evolution of house sales, based on Idealista website.

data-visualization matplotlib pandas python scraping scraping-python sqlite3

Last synced: 06 May 2026

https://github.com/drcbeatz/machine-learning-tool

Machine Learning Tool - Train and test supervised ML algorithms (incl. binary classification and regression) on custom data sets and visualize your results without knowing how to code.

data-science data-visualization django machine-learning python scikit-learn

Last synced: 06 May 2026

https://github.com/scarblase/homeless-animals-analysis

A data-driven exploration of homeless animal statistics 🐶🐱. Analyze age distribution, shelter dynamics, and adoption patterns using Python, Pandas, and Seaborn.

animals data-analysis data-mining data-science data-science-projects data-visualization matplotlib matplotlib-pyplot numpy pandas plotly python python3 ukraine

Last synced: 06 May 2026

https://github.com/kirkalyn13/opensignal_autogenerate_report

Script used to generate results/summary, including the trends of flagged provinces, from the raw excel data file,

data-analysis data-science data-visualization matplotlib numpy pandas python

Last synced: 06 May 2026

https://github.com/amirhosseinhonardoust/customer-sentiment-intelligence-platform

An enterprise-grade NLP + Streamlit + SQL platform for analyzing customer feedback. Performs automated sentiment detection, stores labeled reviews in SQLite, and delivers real-time dashboards with probability insights to support business, marketing, and product optimization decisions.

community-project cost-of-living dashboard data-analysis data-visualization economic-analysis inflation-tracking local-data open-data pandas price-tracker public-insight python sqlite streamlit

Last synced: 06 May 2026

https://github.com/shazeus/vizflow-cli

Data visualization pipeline tool for schema inspection, charts, dashboards, and export

charts cli dashboard data-visualization flask pandas plotly python

Last synced: 09 Jun 2026

https://github.com/namratha2301/best-selling-books

Comprehensive examination of best-selling books, focusing on understanding sales patterns, genre distributions, and the impact of various features on book performance.This project aims to predict book sales and classify genres, providing valuable insights for authors, publishers, and readers.

data-analysis data-visualization matplotlib pandas sckiit-learn seaborn

Last synced: 06 May 2026

https://github.com/mrankitgupta/titanic-survival-prediction-93-xgboost

Titanic Survival Prediction Project (93% Accuracy)🛳️ In this notebook, The goal is to correctly predict if someone survived the Titanic shipwreck using different Machine Learning Model & Hyperparameter tunning.

classification data-analysis data-science data-visualization gradient-boosting kaggle-competition linear-regression logistic-regression machine-learning machine-learning-algorithms ml ml-models nlp prediction predictive-modeling random-forest titanic titanic-kaggle titanic-survival-prediction xgboost

Last synced: 06 May 2026

https://github.com/basedrhys/global-stock-vis

Visualisation of financial stock data using CesiumJS

cesiumjs data-visualization nodejs python

Last synced: 06 May 2026

https://github.com/scarblase/portfolioprojects

A collection of data analysis and business intelligence projects using SQL, Python, and visualization tools to uncover insights from real-world datasets. 🚀📊

csv data-analysis data-engineering data-mining data-science data-visualization matplotlib matplotlib-pyplot pandas python python3 seaborn sql

Last synced: 06 May 2026

https://github.com/bladealex9848/presion_arterial

Aplicación para el seguimiento de la presión arterial, permitiendo el registro y visualización de mediciones de presión sistólica y diastólica.

blood-pressure-monitor chronic-disease-management data-visualization e-health e-healthcare healthcare-application medical-data-analysis patient-management python sqlite streamlit

Last synced: 06 May 2026

https://github.com/gitjeff05/nih-grant-awards

Analysis of NIH grant awards from ExPORTER data files

data-visualization jupyter-notebook jupyterlab matplotlib pandas python3 seaborn

Last synced: 06 May 2026

https://github.com/himanchalchandra/science-canvas

Repo containing projects I did during a four months bootcamp on Data Science and Machine Learning organized by Science Canvas India.

data-mining data-science data-visualization machine-learning-algorithms mysql nlp-machine-learning

Last synced: 06 May 2026

https://github.com/mxagar/statistics_with_python_coursera

My personal notes done while following the Coursera Specialization "Statistics with Python", from the University of Michingan, hosted by Dr. Brenda Gunderson.

data-modeling data-science data-visualization hypothesis-testing machine-learning pandas python statistics

Last synced: 06 May 2026

https://github.com/vietdoo/real-estate-marketplace

a webapp that can visualize homes for sale on a cluster map. Data is continuously fetched from MongoDB, build filtering functions and APIs to find homes.

api bigdata data-visualization flask maps mongodb reactjs webscraping

Last synced: 07 May 2026

https://github.com/ssreeramj/binod-detector

Scrapes comments of a youtube video and shows distribution of comments having 'binod' in it

data-visualization heroku python streamlit youtube-api

Last synced: 16 May 2026

https://github.com/amirhosseinhonardoust/ai-personal-study-tracker

An AI-driven productivity tracking app built with Python, Streamlit, SQLite, and Machine Learning. It logs and analyzes study sessions, predicts productivity using Random Forest models, and visualizes key insights to help learners improve focus, habits, and overall academic efficiency.

ai data-analytics data-visualization education learning-analytics machine-learning productivity python random-forest self-improvement sqlite streamlit student-success study-tracker time-management

Last synced: 07 May 2026

https://github.com/sivas-2/coffee-sales-visualization

This repository contains data visualization scripts and notebooks analyzing coffee sales data from a vending machine, sourced from Kaggle. The visualizations explore sales trends, customer preferences, and product popularity over time.

data data-analysis data-science data-visualization python visualization

Last synced: 07 May 2026

https://github.com/rembertdesigns/smart-vinyl-catalog

AI-powered vinyl cataloging and music discovery platform leveraging BigQuery’s generative AI. Processes mixed-format data to deliver personalized recommendations, collection analytics, and intelligent search. Created for the Kaggle BigQuery AI Challenge to showcase real-world, scalable AI solutions for music lovers.

ai bigquery data-science data-visualization generative-ai hackathon kaggle kaggle-competition machine-learning music-analytics music-recommendation-algorithm python recommender-system vinyl

Last synced: 07 May 2026

https://github.com/willjw3/virus-spy

A simple, easy-to-follow Covid-19 tracker Jamstack app.

data-visualization jamstack javascript react

Last synced: 07 May 2026

https://github.com/backdoorali/insider-threat-detection-project

Personal data analysis project combining insider threat detection, cybersecurity, and exploratory data analytics. Built for portfolio showcase and practical skills demonstration.

cybersecurity data-analysis data-analysis-excel data-analysis-project data-analyst data-analytics data-visualization eda excel insider-threat jupyter-lab jupyter-notebook matplotlib numbers pandas portfolio-project python python3 threat-detection threat-intelligence

Last synced: 07 May 2026

https://github.com/bala-1409/foreign-exchange-rate-time-series-data-science-project

This project will use time series analysis to forecast the exchange rate between the euro and the US dollar. The project will use a variety of statistical techniques, such as ARIMA to model the data and forecast the exchange rate.

data-analysis data-science data-visualization datapreprocessing eda exploratory-data-analysis forecasting machine-learning-algorithms model modelfitting predictive-modeling python3 scikit-learn statsmodels time-series time-series-analysis

Last synced: 07 May 2026

https://github.com/vishvamporwal/pharmassist

A progressive web app made with Flask for Industrial pharmaceutical management and Analysis, to improve efficiency and make management easier.

data-visualization flask html-css-javascript python

Last synced: 07 May 2026

https://github.com/y-india/retail-sales-analysis-project

Analysis and preprocessing of retail store sales data. Includes data loading, merging, and initial inspection. 📌 Recommended: See README.md for detailed project progress and dataset information.

ai dashboard data-analysis data-science data-visualization jupiter-notebook machine-learning matplotlib python real-world-problem-solving real-world-project retail-analytics sales-analysis seaborn sklearn-library streamlit

Last synced: 07 May 2026

https://github.com/divyanshu-rawat/data-visualization-highmaps

Built Using Highcharts JavaScript API to Visualize Data !:mortar_board:

bootstrap data-visualization geolocation-api highcharts javascript jquery

Last synced: 07 May 2026

https://github.com/1ayanabil1/iris-visualization

This repository focuses on visualizing the Iris dataset using various data visualization techniques. It includes histograms, scatter plots, box plots, pie charts, bubble charts, and KDE plots to provide insights into the dataset’s structure. The project utilizes Matplotlib, Seaborn, Plotly, and Scikit-learn to generate insightful visualizations.

analytics clustering data-analysis data-science data-visualization datavisualization-project datavisualizations eda exploratory-data-analysis machine-learning machinelearning-python python

Last synced: 07 May 2026

https://github.com/oldhero5/talent_track

TalentTrack is an open‐source recruitment analytics web application built with Flask and Python. It leverages advanced machine learning techniques—such as Product Quantization (PQ) for candidate ranking and SHAP for model interpretability—to help HR teams and recruitment professionals identify high-quality candidates efficiently.

active-learning analytics candidate-ranking data-visualization faiss flask hrtech machine-learning open-source python recruitment shap talent-analytics

Last synced: 07 May 2026

https://github.com/pm25/youbike-station-finder

🚲 Display and visualize real-time information for Taipei YouBikes.

css3 d3js data-visualization html5 javascript visualization website youbike

Last synced: 08 May 2026

https://github.com/geo-y20/loan-approval-automation-using-mongodb-and-pymongo

This project demonstrates the implementation of a loan approval system that utilizes MongoDB for distributed data storage and management, and PyMongo for database operations. The project aims to automate the assessment of loan eligibility using customer details from online applications.

crud-application data data-analysis data-science data-visualization deployment jupyter-notebook loan-default-prediction loan-prediction-analysis machine-learning machine-learning-algorithms matplotlib mongodb pymongo streamlit web

Last synced: 08 May 2026

https://github.com/manhtdxxx/batch-and-stream-pipeline-via-lakehouse

This project demonstrates a modern Lakehouse architecture supporting both streaming and batch data pipelines, built on Apache Iceberg tables.

airflow batch-processing data-engineering data-visualization docker elt-pipeline hive-metastore iceberg kafka lakehouse medallion-architecture spark stream-processing superset trino

Last synced: 08 May 2026

https://github.com/darkmenacer/google-geolocation-bias

Tool to scrape web links for different queries from different cities across the world, all from your home

data-visualization postgresql python3 selenium webscraping

Last synced: 08 May 2026

https://github.com/shridhar1504/loan-clustering-datascience-project

This project uses Machine Learning to Cluster loan together based on their similarities. The project uses a dataset of loan application which includes information about the Loan amount and Balance. The project then use the clustering algorithm to group the loan together based on the similarities.

clustering-algorithm data-analysis data-science data-visualization datanalysis eda kmeans-clustering machine-learning python sql sql-server unsupervised-learning

Last synced: 08 May 2026

https://github.com/hyoaru/philippine-poverty-area-estimates-choropleth

A web application providing a visual representation using a choropleth map of the estimated magnitude of poor families in the Philippines from the years 2006, 2009, 2012, and 2015.

data-visualization plotly python streamlit web-application

Last synced: 08 May 2026

https://github.com/iguptashubham/ott-churn-eda-ml

Understanding why customers discontinue their subscriptions will be crucial in optimizing the user experience, reducing churn, and maximizing customer lifetime value. By using Machine learning model to predict the Customer Churn.

data-analysis data-analysis-project data-science data-science-portfolio data-science-projects data-visualization machine-learning python

Last synced: 08 May 2026

https://github.com/jethronap/jstat-gui

Web-based GUI application for data analysis

data-analysis data-visualization java jstat mongodb

Last synced: 08 May 2026

https://github.com/themuhd/world-cup-analysis

Analysis of The FIFA World cup from its inception to the recently completed tournament in 2023

data data-science data-visualization dataanalysis matplotlib matplotlib-pyplot notebook python

Last synced: 08 May 2026

https://github.com/elaaatif/data-visualisation

This project aims to visualize the popularity of programming languages on GitHub from 2011 to 2021. We use data obtained from BigQuery's public `github_repos` and `githubarchive` datasets, focusing on public repositories, pull requests (PRs), and issues.

css d3-visualization d3js data-visualization

Last synced: 08 May 2026

https://github.com/md-emon-hasan/4-eda-football-ml-app

A ML application focused on exploratory data analysis and football analytics, featuring data visualization and insights using Python and relevant libraries.

data-science-projects data-visualization eda exploratory-data-analysis football-analytics sports-analytics webapp

Last synced: 08 May 2026

https://github.com/sniperwolf/vis-gem

Wrap vis.js dependencies in Rails project.

charts data-visualization javascript network rails ruby timeline visualization

Last synced: 09 May 2026

https://github.com/flazefy/customanalytic

created using next js, mysql, laravel api

apexcharts api data-visualization nextjs vercel

Last synced: 09 May 2026

https://github.com/fatihilhan42/covid-19-data-analysis-visualization

The first project of our data visualization studies is the COVID-19 data analysis project. In this project, we analyzed the data of the COVID-19 pandemic, which started in the first month of 2020 and still continues to affect the world, on the basis of countries. You can find the brief details of the project we realized in 3 stages in the readme file. We have tried to explain the details of the project step by step below. We wish you healthy days.

covid-19 data-science data-visualization pandas python visualization

Last synced: 09 May 2026

https://github.com/avijit-jana/redbus-data-scraper-dashboard

A Streamlit-based application leveraging Selenium to automate data scraping from Redbus, enabling efficient collection, analysis, and visualization of bus travel data for improved operational efficiency and strategic planning in the transportation industry.

automation dashboard data-analysis data-visualisation data-visualization datadrivendecisions filtering python3 redbus selenium selenium-python streamlit streamlit-application travel web-scraping webscrapping

Last synced: 09 May 2026

https://github.com/najibninaba/jobs-sg

Interactive visualization of AI exposure across 562 Singapore occupations, adapted from karpathy/jobs using MOM wage data and SSOC classifications.

ai data-visualization dataviz jobs labour-market labour-market-statistics llm occupational-data singapore treemap

Last synced: 10 Jun 2026

https://github.com/darshan1924/stock-price-pridiction

Stock Price Predictor App: A machine learning-powered application built with Streamlit to analyze historical stock data, visualize trends (e.g., moving averages), and predict future stock prices using an LSTM model. It fetches real-time data via Yahoo Finance and provides interactive visualizations for informed decision-making.

data-visualization jupyter-notebook kera lstm-neural-networks machine-learning python3 stock-price-prediction streamlit yahoo-finance-api

Last synced: 09 May 2026

https://github.com/dogan-the-analyst/developer_survey_analysis

Analysis of the 2024 Stack Overflow developer survey. Tools used include Python, Pandas, Matplotlib, and IBM Cognos.

data-analysis data-visualization ibm-cognos-analytics matplotlib pandas python

Last synced: 09 May 2026

https://github.com/chauxvive/uschildpoverty

An interactive choropleth map visualizing U.S. state-level child poverty data using D3.js. Compare child poverty rates over time with data from KIDS COUNT and the US Census Bureau.

choropleth-map d3 d3js data-visualization dataviz

Last synced: 09 May 2026

https://github.com/talha-1010/imdb-data-analysis

A data analysis project made with python using pandas

data-analysis data-visualization jupyter-notebook pandas pandas-dataframe

Last synced: 09 May 2026

https://github.com/douglasvolcato/fiis-analysis-brasilian-market

Brazilian investment fund analysis focused in dividend yield and minimun price variation

data-science data-visualization pandas python scraping scraping-websites

Last synced: 09 May 2026

https://github.com/douglasvolcato/brazilian-stock-market-analysis

Brazilian stocks analysis focused in dividend yield, diversification and minimun price variation

data-science data-visualization pandas python scraping scraping-websites

Last synced: 09 May 2026

https://github.com/mariam-badr-mb/gtc-ml-project2-diabetes-prediction

This project is part of the GTC Machine Learning Program. It demonstrates the end-to-end ML workflow by building a predictive model for diabetes detection

classification-algorithm data-analysis data-visualization diabetes-prediction gridsearchcv hyperparameter-tuning machine-learning python

Last synced: 09 May 2026

https://github.com/sathyasris27/data-analysis-on-adult-smoking-patterns-in-the-uk

The aim of this analysis is to understand the smoking patterns among adults in the UK.

data data-analysis data-visualization python3

Last synced: 09 May 2026

https://github.com/barrarrr/fly-in

A dynamic, terminal-based drone network simulation application.

42 42school a-star algorithms breadth-first-search data-visualization drone fly-in

Last synced: 10 Jun 2026

https://github.com/vrostbyte/budget-app

Web app to manage personal finances: track expenses, income, bills, and visualize budgets with charts.

bills-management budget css data-visualization expense- finance html income-tracker javascript json personal-finance web-app

Last synced: 10 May 2026

https://github.com/deva-246/business-insights-on-realtime-swiggy-data-using-python

Data analysis for business decision-making and insights of a real time segment of Swiggy data.

data-visualization jupyter pandas python seaborn

Last synced: 10 May 2026

https://github.com/dimitryzub/walmart-stores-coffee-analysis

Walmart Coffee Exploratory Data Analysis. Data Extracted with SerpApi 🧡

analysis analytics data data-visualization matplotlib pandas python pythonanalysis seaborn

Last synced: 10 May 2026

https://github.com/gabrielmpinho/cs50-sql

Solutions and notes from CS50’s Introduction to Databases with SQL. Covers CRUD operations, data modeling, normalization, joins, views, indexes, and connecting SQL with Python and Java. Begins with SQLite for portability and introduces PostgreSQL and MySQL for scalability.

data-analysis data-structures data-visualization database databases javascript python sql

Last synced: 10 May 2026

https://github.com/kalelmartinho/7daysofcode

Esse projeto tem como objetivo experienciar o dia a dia de um cientista de dados. É um desafio com duração de uma semana, proposto pela Alura.

7daysofcode alura data-cleaning data-science data-visualization forecasting machine-learning

Last synced: 10 May 2026

https://github.com/vikhram-s/indian-budget-2025-dashboard

Interactive dashboard visualizing the Indian Government's Annual Budget 2025 using Next.js, Chart.js, and responsive design. Built with a focus on performance, accessibility, and clean UI/UX for data-driven insights.

budget data-visualization india nextjs open-data tailwindcss webdevelopment

Last synced: 10 May 2026

https://github.com/neelanjan-chakraborty/custoclarity

CUSTO CLARITY is a customer segmentation model built in Python. Using clustering on real retail datasets, it identifies 5 customer segments that unlocked strategic retail partnerships. Powered by scikit-learn, pandas, seaborn, and Matplotlib.

clustering-algorithm clustering-algorithms customer-analytics customer-segmentation data-visualization kmeans kmeans-clustering pandas python scikit-learn

Last synced: 11 May 2026

https://github.com/scarblase/russian-military-losses-analysis

This repository provides an in-depth analysis of Russian equipment losses using PySpark and data visualization techniques.

data data-science data-visualization jyputer-notebook matplotlib pyspark python3 seaborn seaborn-plots ukraine ukraine-invasion

Last synced: 12 May 2026

https://github.com/mtrebi/d3_cars

Cars Dataset Visualization (PCP) using d3.js

d3js data-visualization javascript

Last synced: 12 May 2026

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

A budget execution & data analysis tool based on Winforms, .NET 6, and written in C# for EPA analysts

budget-management data-analysis data-science data-visualization federal-government

Last synced: 13 May 2026

https://github.com/mpolinowski/victory-data-chart

React.js components for modular charting and data visualization

chart css-grid-layout data-visualization react styled-components victory

Last synced: 13 May 2026

https://github.com/s-sutharsan-20/python-matplotlib-1

This repository contains matplotlib python programs

data-visualization matplotlib python

Last synced: 13 May 2026

https://github.com/matesoft2033/temperature-and-soil-moisture-sensor

The Humidity and Temperature Monitoring System is an Arduino project that measures and displays humidity and temperature levels in real-time. It uses LEDs to indicate environmental conditions, making it a great tool for learning about sensors and data visualization.

arduino data-visualization electronics-engineering enviromental-sciences sensor-technology troubleshooting-and-debugging

Last synced: 13 May 2026

https://github.com/ali-el-badry/machine-learning-algorithm

It is a Repo that contain different type of Machine Learning Algorithm like Regression ,classification and clustering that will be added soon

ai data-science data-visualization decision-tree feature-selection knn linear-regression logestic-regression machine-learning modelling random-forest svc svm titanic-kaggle xgboost xgboost-classifier

Last synced: 12 Jun 2026

https://github.com/vjo/d3-punchcard

D3 Punchcard chart 📊●•●

chart d3js data-visualization library punchcard visualization

Last synced: 13 Jun 2026

https://github.com/mohini1403/road_accident_data_analytics

This project aims to analyze road accident data to gain insights into the factors contributing to accidents, identify patterns, and propose data-driven recommendations for improving road safety. The dataset used in this project contains information about various aspects of road accidents, such as location, time, weather conditions, and severity.

analytics data-visualization pandas powerbi

Last synced: 14 Jun 2026