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/kristinbaumann/voting-spots-imperfect-circles

Animated visualization for voting results with imperfect circles

canvas d3 data-visualization dataart

Last synced: 21 Apr 2026

https://github.com/rahulpatel0615/sales-analysis-project

Sales Data Analysis Dashboard with Python, Pandas, and Matplotlib. Features 12+ visualizations and comprehensive insights.

data data-analysis data-visualization matplotlib pandas portfolio python

Last synced: 21 Apr 2026

https://github.com/chauxvive/fccscatter

An interactive D3.js scatter plot visualizing doping allegations in professional cycling. Built as part of FreeCodeCamp’s Data Visualization certification

d3 d3js data-visualization dataviz

Last synced: 21 Apr 2026

https://github.com/datasqlsantosh/electric_vechicle_data_anlaysis

In this personal Electric Vehicle Data Analysis Portfolio project, an exploratory data analysis was performed on the Electric Vehicle Data available on Kaggle. The main aim of the project is to uncover insights into the Electric Vehicle Good and profits trends.

data-cleaning data-visualization electric-vehicle power-bi sql sql-server

Last synced: 05 Jun 2026

https://github.com/aureliennicosiaulaval/ggcircular

A ggplot2 extension for circular, axial and directional data.

circular-statistics data-visualization directional-data ggplot2 r

Last synced: 05 Jun 2026

https://github.com/rajesh9943/sentiment-analysis-of-consumer-opinions-on-amazon-products

Developed a comprehensive Sentiment Analysis System aimed at classifying Amazon product reviews into positive, neutral, and negative sentiments. The project leveraged advanced Natural Language Processing (NLP) techniques alongside machine learning algorithms to deliver accurate and actionable insights from customer feedback

amazon data-analysis data-manipulation data-preprocessing data-presentation data-visualization machine-learning nlp nlp-library nltk product-reviews-analysis sentiment-analysis sklearn-library word-cloud-generator-in-python-3

Last synced: 05 Jun 2026

https://github.com/ndleah/weight-lifting

🏋️ animate time-series weightlifting data visulisation using R

data-visualization r-programming

Last synced: 05 Jun 2026

https://github.com/leabrodyheine/california-schools-data-visualization

This front-end project provides interactive visualizations of learning models adopted by California schools during the pandemic. Using D3.js and Mapbox, it dynamically presents data through bar charts, bubble charts, heatmaps, and geographic maps, allowing users to explore trends across school types, sizes, and districts.

d3-visualization d3js data-analysis data-visualization mapbox openai plotly

Last synced: 22 Apr 2026

https://github.com/teditae/us-states-guessing-game

A Python game built with Turtle and Pandas where the player guesses the names of U.S. states and sees them appear on a U.S. map. A fun way to learn geography while coding!

data-visualization geography-game pandas python turtle

Last synced: 22 Apr 2026

https://github.com/tranngoca5039/bigquery-a5y

📊 Streamline your data analysis with bigquery-a5y, a powerful tool for optimizing BigQuery performance and improving query efficiency.

analytics api big-data bigquery cloud-computing data-analysis data-integration data-management data-pipeline data-visualization data-warehouse google-cloud machine-learning serverless sql

Last synced: 05 Jun 2026

https://github.com/shudhanshurp/adidas-us-data-analysis

This Power BI project analyzes Adidas sales data across different regions, retailers, and product categories in the U.S. The dashboards provide insights into sales performance, operational metrics, and future forecasts to support data-driven decision-making.

data-analysis data-transformation data-visualization forecasting powerbi python retail-analytics

Last synced: 24 Apr 2026

https://github.com/ppatrzyk/heatmap

Display CSV as a heatmap in terminal

csv data data-visualization terminal

Last synced: 24 Apr 2026

https://github.com/arunabhagit/inventory-misalignment-and-revenue-loss-in-multi-store-bike-retail

This project focuses on identifying the inventory and demand mismatch causing stagnant sales and lost revenue in a bike retail chain. By analyzing store-level performance and regional customer preferences, the project aims to detect underperforming products.

data-analysis data-visualization powerbi python

Last synced: 24 Apr 2026

https://github.com/datalopes1/bank_marketing

Este projeto será baseado no Dataset Bank Marketing encontrado na UC Irvine - Machine Learning Repository e disponibilizado por S. Moro, R. Laureano e P. Cortez

data-analysis data-science data-visualization eda python

Last synced: 24 Apr 2026

https://github.com/voidnire/redditviralmysteryposts

Análise de posts de subreddits de mistério. O que define um post viral neste tipo de sub?

data-analysis data-visualization mysteries mystery nlms python-3 reddit

Last synced: 24 Apr 2026

https://github.com/andreazoccatelli/europe_emissions_shinyapp

A shiny app which shows the gas emissions of european countries from 2011 to 2020

data-science data-visualization emissions-co2

Last synced: 24 Apr 2026

https://github.com/yuvrajsaraogi/-iris-flower-classification

Iris flower has three species; setosa, versicolor, and virginica, which differs according to their measurements. Now assume that you have the measurements of the iris flowers according to their species, and the task is to train a machine learning model that can learn from the measurements of the iris species and classify them.

classification data data-analysis data-science data-visualization flower flower-classification iris iris-classification iris-flower iris-flower-classification knn knn-classification machine-learning machine-learning-algorithms ml natural-language-processing nlp python

Last synced: 24 Apr 2026

https://github.com/manisharora96/data-analysis-of-smartwatch

The project is structured with sample data, step-by-step Jupyter notebooks, and modular Python scripts for automated analysis

data-analysis data-visualization jupyter-notebook python smartwatch-analysis

Last synced: 24 Apr 2026

https://github.com/tuni56/ventas_streamlit

interactive sells and KPI's dashboard

dashboard data-visualization kpi python streamlit webapp

Last synced: 24 Apr 2026

https://github.com/dpb24/datakind-2025

📊 Data Analytics: Identifying Actionable Insights to Improve Financial Inclusion in Kenya

data-analytics data-visualization databricks datakind exploratory-data-analysis financial-data geopandas jupyter-notebook kenya matplotlib numpy python seaborn

Last synced: 24 Apr 2026

https://github.com/huacenxu/predict-loan-status

Using the Cross-Industry Standard Process of Data Mining (CRISP-DM), this project analyzes loan data from Prosper to identify key factors that predict loan status.

bootcamp-project data-science data-visualization data-w loan-prediction-analysis

Last synced: 25 Apr 2026

https://github.com/marielachirinosr/cyclistic-data-analytics-project

This project explores user behavior within a fictional bike-sharing system, modeled after Cyclistic, operating in Chicago.

data data-visualization pandas powerbi-report powerbi-visuals python

Last synced: 24 Apr 2026

https://github.com/ayushsiloiya619/data-science

Work area for data science project's.

analytics data-science data-visualization python

Last synced: 24 Apr 2026

https://github.com/mehmetkahya0/gallstone_dataset_analysis_project

Safra Taşı Hastalığı (Gallstone-1) Veri Seti Analizi (https://archive.ics.uci.edu/dataset/1150/gallstone-1)

analysis analytics data data-analysis data-science data-visualization database graph matplotlib python

Last synced: 25 Apr 2026

https://github.com/chetanmalviya513/assembly-election-analysis-data-insights-engagement

Scraped and analyzed real-time election data to build interactive dashboards showcasing seat trends, vote share distribution, and postal ballot stats. The analysis uncovered insights on voting patterns, winning margins, and candidate forfeitures. Visual storytelling and timely data updates helped the project gain strong engagement on social media.

assembly data-visualization dataanalytics descriptive-statistics election-analysis election-data msexcel news tableau-dashboards webscraping

Last synced: 25 Apr 2026

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/tmoulik/bikeshare-python

Analysis of Bikeshare data from three major cities

data-analysis data-visualization python udacity-nanodegree

Last synced: 25 Apr 2026

https://github.com/tanyakuznetsova/world-happiness-report-2023-in-europe

Happiness Insight '23: Navigating global joy. Exploring trust's role in life satisfaction with my World Happiness Report analysis.

citizen-science data-storytelling data-visualization global-indicators life-satisfaction social-trust world-happiness-report

Last synced: 25 Apr 2026

https://github.com/kruthiktr/crop-recommendation-system-using-machine-learning

A machine learning-based system recommending crops based on soil, climate, and environmental conditions to optimize agricultural yields.

ai-in-agriculture crop-recommendation data-visualization machine-learning prediction python python3 recommendation-system

Last synced: 25 Apr 2026

https://github.com/gerhynes/d3-character-frequencies

A character frequency analyzer built using D3.js. Built for The Advanced Web Developer Bootcamp.

d3 data-visualization javascript

Last synced: 25 Apr 2026

https://github.com/aniket965/crime-against-women-india

Some Data collected and visualisations of crime against women in India

crime-data data-visualization india women

Last synced: 06 Jun 2026

https://github.com/ddihora1604/iit_patna

A multifaceted project involving applying ML models like Ridge Classifier, RNN, RIDOR, Rotation Forest and RUSBoost, integrating SMOTE for class balancing, and handling diverse datasets including those for seating arrangement tasks.

data-analysis data-visualization datamodelling machine-learning-algorithms python

Last synced: 25 Apr 2026

https://github.com/m-biriulova/python-job-market-analysis

Web scraping, data analysis, and visualization of Python developer vacancies in Czech Republic.

automation beautifulsoup data-analysis data-visualization portfolio-project python selenium web-scraping

Last synced: 25 Apr 2026

https://github.com/bkamapantula/chart-recommender-gui

A rule-based chart recommendation service. Useful for teams to self-host or as an internal service.

data-visualization python

Last synced: 25 Apr 2026

https://github.com/aastopher/mma_outcome

Simple exploratory analysis of UFC Fights and Vegas fight odds from 1993 to 2021

data-analysis data-visualization

Last synced: 06 Jun 2026

https://github.com/waleedgeorgy/ml_sklearn

Implementation of various machine learning algorithms for regression and classification & feature engineering.

data-visualization jupyter-notebook machine-learning python

Last synced: 26 Apr 2026

https://github.com/dodji1/streamlit--bootcamp

Bootcamp de formation Streamlit - Initiation - Cas pratiques

data-science data-visualization python streamlit

Last synced: 26 Apr 2026

https://github.com/danilowskic/queue-initialisation

An app shows data structure called queue. Describes how it works and what it is based on.

data-structures data-visualization java-8 queue queue-simulation

Last synced: 26 Apr 2026

https://github.com/developerdavid2/finex-health-analytics

A modern, minimalist website for Finex Healthcare Analytics & Informatics LLC — showcasing data-driven healthcare solutions, cybersecurity, and AI innovation. Built with Next.js, Tailwind CSS, Framer Motion, and component-driven design.

aceter analytics cybersecurity data-visualization finex finex-healthcare framer-motion healthcare magicuidesign minimal modern nextjs15-typescript shadcn tailwind

Last synced: 26 Apr 2026

https://github.com/deliprofesor/cinematic-data-analytics-and-recommendation-platform

This project analyzes a movie dataset using machine learning algorithms to predict success, explore revenue-popularity relationships, and develop recommendation systems. It employs techniques like K-Means, DBSCAN, GMM, decision trees, PCA, and NLP for insights and personalized suggestions.

clustering content-based-recommendation data-analysis data-visualization decision-tree gmm k-means machine-learning natural-language-processing nlp pca predictive-modeling python recommendation-system scikit-learn user-based-recommendation

Last synced: 26 Apr 2026

https://github.com/tsbarr/citi-bikes-challenge

Citibikes NYC Data Analysis: Uncover insights from over a decade of ride data. Jupyter notebook for data aggregation/cleaning & Tableau dashboards for interactive visualization.

data data-visualization pandas-python python tableau

Last synced: 27 Apr 2026

https://github.com/mohdumair8896/stock-market-analysis-and-forecasting

This is a project of Stock Market Analysis And Forecasting Using Deep Learning(pytorch,gru).

data-visualization machine-learning prediction python

Last synced: 27 Apr 2026

https://github.com/gerhynes/d3-histogram

A d3 histogram displaying UN data on worldwide births. Built for The Advanced Web Developer Bootcamp.

d3 data-visualization javascript

Last synced: 27 Apr 2026

https://github.com/parnika798/election-result-dashboard

Streamlit dashboard exploring correlations between ad spending and voter turnout in the 2024 Indian General Elections. Includes dynamic filters, intuitive charts, and election campaign impact exploration.

2024-indian-general-elections data-visualization election-data-analysis interactive-dashboard streamlit

Last synced: 22 May 2026

https://github.com/garcane/exodus_analysis

This project analyses cryptocurrency transaction data exported from the Exodus wallet. The goal is to explore and visualize the inflows and outflows of assets, the types of transactions, and other key metrics over time.

bitcoin btc crypto cryptocurrencies cryptocurrency data-analysis data-visualization eth ethereum pandas seaborn

Last synced: 27 Apr 2026

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/caesaredia/food-app-user-behavior-analysis

Analyze user behavior and optimize app experience in a food-tech startup through funnel analysis and A/A/B testing. Includes data prep, visualization, and statistical testing in Python.

a-b-testing chi-square data-analysis data-visualization funnel-analysis python statistical-testing user-behavior

Last synced: 27 Apr 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/imshakil/machinelearning

Learning machine-learning algorithms, applications, completed projects, completed courses from different online course academy.

coursera data-analyst data-science-notebook data-visualization machine-learning-coursera machinelearning mathematics projects python udemy

Last synced: 28 Apr 2026

https://github.com/simranshaikh20/diwali-sales-analysis-for-business-insights

A data analyst project on diwali sales . In this state according state , gender, age we are able to know how much sale it done.

data-analysis data-visualization python

Last synced: 28 Apr 2026

https://github.com/jgohel9902/comprehensive-healthcare-analytics

An end-to-end healthcare analytics project integrating SQL, Python, and Power BI to analyze patient data, billing information, and doctor performance. This project showcases skills in data cleaning, advanced querying, visualization, and comprehensive insights generation to support data-driven decision-making in the healthcare industry.

data-visualization pandas powerbi python pythonfordatascience sql

Last synced: 28 Apr 2026

https://github.com/amastaneh/network-visualization-insights

Network Visualization Insights presents network data seamlessly, offering clear visuals through charts, graphs, and tables. Dive deep into key metrics across diverse locations.

d3js data-analytics data-processing data-science data-visualization data-visualizations dataviz react-chartjs-2 react-simple-maps

Last synced: 08 Jun 2026

https://github.com/prajakta1321/credit-card-fraud-

credit card fraud detection using LR and data visualization in ML

data-visualization logistic-regression machine-learning outlier-detection python3

Last synced: 28 Apr 2026

https://github.com/hadson0/chess-live-ratings-data

A study project focused on web scraping the live chess ratings from chess.com, with data analysis and visualization on nearly 5000 players in the classical world ranking.

beautifulsoup chess data-analysis data-visualization numpy pandas python seaborn web-scraping

Last synced: 28 Apr 2026

https://github.com/udipta14/historical-olympic-games-eda-python

Exploratory Data Analysis of a Historical Olympic Games Dataset, including all the games from Athens 1896 to Rio 2016.

data-cleaning data-visualization eda matplotlib numpy pandas python3 seaborn

Last synced: 28 Apr 2026

https://github.com/jeus0522/4-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-visualization eda exploratory-data-analysis football-analytics sports-analytics webapp

Last synced: 28 Apr 2026

https://github.com/al-chris/whatsapp-dashboard-web

A client-side only web application for analyzing and visualizing WhatsApp chat exports. This version runs entirely in your browser without requiring any server or backend - your data never leaves your device!

data-visualization javascript whatsapp

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/shreeparab1890/indian-elections-2019-analysis-eda

This ipython notebook is the Exploratory data analysis (EDA) of the Indian Lok Sabha Elections 2019.

data data-analysis data-science data-visualization eda exploratory-data-analysis matplotlib numpy pandas plotly python python3 visualization

Last synced: 28 Apr 2026

https://github.com/matheusafonseca/python-data-visualization-matplotlib-seaborn-masterclass-udemy

This repository is dedicated to storing the code developed during the "Python Data Visualization: Matplotlib & Seaborn Masterclass" course on Udemy.

charts data-analysis data-analysis-python data-science data-visualization database graphics graphics-programming jupyter-notebook matplotlib matplotlib-plots python python3 seaborn seaborn-plots

Last synced: 28 Apr 2026

https://github.com/razalkr70/customer-segmentation-using-dataset

A data science project that segments mall customers using K-Means clustering. Based on age, income, and spending score, it identifies customer groups and visualizes them with 2D and 3D plots for targeted marketing insights.

clustering customer-segmentation data-science data-visualization kmeans machine-learning pca python scikit-learn

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/benzerinsio/winequality-eda

📊 Análise Exploratória de Dados (EDA) - Vinhos Tintos | Exploração de características físico-químicas e sua relação com qualidade

analise-de-dados analise-exploratoria analise-exploratoria-de-dados data-visualization eda exploratory-analysis exploratory-data-analysis food-science python quality-control seaborn wine wine-quality

Last synced: 28 Apr 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/dariush-hassani/pfd-charts

A lightweight, animated and customizable charting library for building Primary Flight Display (PFD) using modular D3.js.

d3js data-visualization drone gcs pfd

Last synced: 08 Jun 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/neyhere07/music_popularity_prediction

Music popularity prediction involves building machine learning models to estimate the popularity of tracks based on their audio features.

data-science data-visualization eda jupyter-notebook machine-learning python

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/chrispsang/healthcare-dataanalysis

Analyze synthetic patient data to identify trends, improve healthcare delivery, and predict patient outcomes using machine learning models. Includes data exploration, preprocessing, model building, and visualizations.

data-analysis data-science data-visualization healthcare jupyter-notebook machine-learning python

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/kasraskari/learn-r-codes

A learning repository for R programming, covering data manipulation, visualization, and statistical analysis. (Work in progress!) 🚧

data-analysis data-analysis-r data-visualization r r-examples r-graphics r-statistics statistics

Last synced: 08 Jun 2026

https://github.com/frammenti/knowledge-sake

Documentation and code for the course project in Open Access and Digital Ethics, University of Bologna, a.y. 2024/2025.

data-visualization dcat-ap education eurostat observable-plot oecd open-data

Last synced: 29 Apr 2026

https://github.com/ronnienigash/exploring-visualization

Playing with D3, Python, and SQLite3 to create dynamic visualizations of interesting data

d3 data-visualization html python sqlite3 visualization

Last synced: 29 Apr 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/fatihilhan42/starbucks_analysis_turkey_and_world_with_python

In this project, firstly the brands for coffee in the world and then these brands in Turkey were examined. The data from the dataset, which you can find in the repo, was first organized using data cleaning algorithms. These cleaned data were then graphically extracted using data visualization algorithms.

data-analysis data-cleaning data-science data-visualization jupyter-notebook python

Last synced: 29 Apr 2026

https://github.com/mfakhriazhar/python-data-analyst-tutorial

A collection of My Python learning files for Data Analyst purposes. Covers fundamental to advanced topics such as data exploration, visualization, statistical analysis, and the use of popular libraries like Pandas, NumPy, Matplotlib, and Seaborn. Suitable for personal documentation or shared learning references.

data-analysis data-science data-visualization exploratory-data-analysis portfolio python

Last synced: 29 Apr 2026

https://github.com/sharoonjoseph11/indian-liver-diseases

Indian Liver Disease Analysis and Prediction This project leverages the Indian Liver Patient Dataset (ILPD) to analyze liver disease trends and develop predictive models for early diagnosis. Through data preprocessing, exploratory analysis, and machine learning, it identifies key risk factors and builds classification models

data-analysis data-science data-visualization logistic-regression machine-learning pandas python seaborn

Last synced: 29 Apr 2026

https://github.com/istinnew/eniac_ab_insight

Dive into a comprehensive analysis aimed at boosting iPhone 13 sales by optimizing the Click-Through Rate (CTR) of the “SHOP NOW” button, compare different button designs and determine the most effective strategy for increasing engagement.

ab-testing data data-analysis data-engineering data-science data-visualization google googlecolab libraries python testing testing-tools visual-studio-code

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