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/csinva/global-sports-analysis

Analyzing how different factors influence global sports rankings

data-visualization plotly python sports-data sports-stats

Last synced: 02 Apr 2025

https://github.com/shahin-ro/table-detection

Python tool for table extraction & Persian OCR. Uses OpenCV for table detection, Tesseract for text extraction, & Pandas for data output. Visualizes cells & text. Ideal for Persian documents! 📄✨

colab computer-vision data-extraction data-visualization document-processing image-analysis image-processing machine-learning matplotlib numpy ocr opencv pandas persian-ocr persian-text python table-detection table-extraction tesseract text-recognition

Last synced: 08 Apr 2026

https://github.com/saif-gitreps/car-price-prediction-model

ML model that predicts car price based on different car features. (in dev..)

data-preprocessing data-visualization matplotlib numpy pandas python seaborn

Last synced: 01 Apr 2025

https://github.com/oliverheilig/voronoi-territories

A visualization for the assignment of points to territories using voronoi cells.

d3 data-visualization maplibre visualization

Last synced: 06 Apr 2025

https://github.com/anasaito/um6p_research_colabs

Um6p research collaborations over the years

data-visualization research visualization

Last synced: 28 Oct 2025

https://github.com/typed-sigterm/cf-comparer

Compare Codeforces rating history with your friends.

chart codeforces codeforces-ratings data-visualization visualization

Last synced: 26 Feb 2026

https://github.com/hemanthkumarsunkari27/pmay_analysis_project

Built for the 1st AI for Good Hackathon by Snowflake, this project uses data analytics and AI to explore housing and sanitation trends in India under PMAY. Using Snowflake and Streamlit, it provides interactive insights into regional disparities, helping guide sustainable infrastructure development.

data-analysis data-visualization pmay-analysis sanitation-coverage snowflake-integration streamlit-dashboard sustainable-development

Last synced: 26 Mar 2025

https://github.com/jfraziz/jabar.pages.dev

Improving Market Business Strategy and Poverty Alleviation Through Granular Socio-Economic Mapping: Multisource Remote Sensing and Other Geospatial Big Data Approach​

clustering data-visualization gis remote-sensing research-project socio-economic

Last synced: 27 Jul 2025

https://github.com/cainmagi/dash-picture-annotation

Dash porting version of the React project React Picture Annotation. Provide a simple annotation window for a single picture.

annotation annotation-tool dash data-visualization deep-learning image-annotation image-labeling labeling object-detection plotly-dash python python-dash python-library python3

Last synced: 18 Feb 2026

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

https://www.kaggle.com/datasets/anandshaw2001/netflix-movies-and-tv-shows

csv data-science data-visualization jupiter-notebook python statistics

Last synced: 14 May 2026

https://github.com/stephen-adwini-badu/04.-quantium-project

This project investigates customer spending patterns and sales trends for Quantium. This notebook is designed to provide a comprehensive analysis of customer purchasing trends and behaviors, specifically focusing on the chips category in a supermarket's portfolio. The objective is to derive actionable insights to support strategic recommendations

customer-segmentation data-science data-visualization jupyter-notebook

Last synced: 14 Mar 2025

https://github.com/obioraigboanusi/transactions-heatmap-chart

This app gives a visual representation of when people transact the most throughout a year using a heatmap(Matrix chart).

css-in-js data-visualization jsx reactjs styled-components typescript

Last synced: 11 Apr 2026

https://github.com/leocornus/wp-visualdata

Data analyse and data visualization arsenal for WordPress

data-analytics data-visualization wordpress-development wordpress-php-library wordpress-plugin

Last synced: 07 Jun 2026

https://github.com/mynenik/xyplot-win32

XYPLOT Plotting and Data Analysis Program for 32-bit Windows

cpp data-analysis data-manipulation data-visualization forth mfc windows-app

Last synced: 18 Mar 2025

https://github.com/umbaji/yodi

This is the official repository for Yodi, the speech recognition model for 8 words, in Ewè. The yodi package is also useful for rapid inference inference on speech data, especially on the mini_speech datasets.

data data-visualization keras python3 speech-recognition tensorflow

Last synced: 12 Jan 2026

https://github.com/aisurjyasamantaray/customer-purchase-analysis

This project involves an in-depth analysis of customer purchasing behavior and sales performance to drive business insights and strategies.

customer-purchasing customer-segmentation data-visualization dataanalysis dataanalysis-projects marketing-insights matplotlib numpy pandas python revenue-and-performance-analysis seaborn-plots

Last synced: 09 Apr 2026

https://github.com/srujayreddy/data-website-project

This project is a Data Website built using Python and Flask to showcase and share datasets with dynamic visualizations.

data-visualization flask-framework interactive-web-design matplotlib pandas-dataframe python-web-application restful-api

Last synced: 06 Apr 2025

https://github.com/flazefy/customanalytic2

CustomAnalytic2 (WW2) is a Web app about dataset, story, and forum about World War 2. Present the data using chart and text summary. Discuss with many people to get a new information, and also you can participate as content creator. Created using NextJS

apexcharts api atomic-design bootstrap data-visualization forum nextjs rest-api worldwar2

Last synced: 01 May 2026

https://github.com/nitsc/spell-from-threebodytrilogy

Implemented the process of extrapolating from Gaia stellar data, to 3D visualizations, to three-views, to three-view signals, to three-view audio of signals, and even their inversions. This project proves the feasibility of the Logic (Luoji)'s “spell” from “The Three Body Problem” trilogy.

3d 3d-graphics astronomy astronomy-astrophysics audio audio-processing data data-science data-visualization gaia graph information-technology information-visualization numpy python python-3 python3 signal signal-processing visiualization

Last synced: 02 May 2026

https://github.com/anurag-kumar-molankala/anurag-kumar-molankala

👋 About Me I'm a Power BI Developer with a passion for data visualization and UI/UX design. I create interactive dashboards that turn data into clear, actionable insights for smarter decision-making.

business-intelligence dashboards data-analysis data-visualization dax-query mlanguage powerbi sqlserver uiuxdesigner

Last synced: 25 Jan 2026

https://github.com/priyanka7411/customer-flight-prediction-app-mlflow

A comprehensive project predicting flight prices and customer satisfaction using machine learning models, deployed through interactive Streamlit apps.

classification customer-satisfaction data data-cleaning data-visualization feature-engineering flight-price-prediction machine-learning mlflow python regression streamlit

Last synced: 12 May 2026

https://github.com/414owen/smolgraph

An extremely small, easy to use multi-line-graph library.

data-visualization graph web

Last synced: 15 Sep 2025

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

QC dashboard for LC-MS proteomic equipment using R and shinydashboard

dashboard data-visualization mass-spectrometry orbitrap-ms performance-monitoring proteomics shiny shinydashboard

Last synced: 27 Jul 2025

https://github.com/benbinbin/d3-learning

Learning D3.js by reading the the official example codes line by line and reproduct them.

d3 data-visualization data-viz

Last synced: 14 May 2026

https://github.com/vergosss/data_mining_and_machine_learning

Data Mining and Machine Learning 2022-2023 CEID Project. The project entails a COVID-19 Dataset including information about each country's statistics regarding COVID-19. Libraries used: sklearn,pandas,tensorflow.

clustering data-visualization ipython kmeans matplotlib pandas regression rnn scipy seaborn sklearn svr tensorflow

Last synced: 09 Apr 2026

https://github.com/sarincr/basics-of-julia-programming-language

Julia is a high-level, high-performance, dynamic programming language. While it is a general purpose language and can be used to write any application, many of its features are well-suited for high-performance numerical analysis and computational science.

data data-analysis data-mining data-science data-visualization dataanalysis dataanalytics datascience julia julia-language julia-library julia-package julialang machine-learning

Last synced: 19 May 2026

https://github.com/ronaldkanyepi/python-sreamlit-duplicate-records-finder-remover

This is a duplicate remover on csv,excel or txt files based on single or multi columns

css data-analysis data-visualization datascience python streamlit

Last synced: 07 May 2026

https://github.com/tjdharamsi/springedav2017

Exploratory Data Analysis Spring 2017 Project

analysis data-visualization plot viridis

Last synced: 24 Jan 2026

https://github.com/shriram-vibhute/digit_classification

This project demonstrates various machine learning techniques for classifying handwritten digits from the MNIST dataset. It covers data preprocessing, model training, evaluation, and advanced classification strategies.

classification data-analysis data-visualization machine-learning matplotlib numpy pandas sk-learn

Last synced: 28 Oct 2025

https://github.com/msthamizh/chicago-crime-analyzer

Developing a PowerBI dashboard that allows users to interactively analyze and predict crime patterns using machine learning. The supports crime trend analysis and enabling users to explore insights such as crime hotspots, peak hours, arrest rates, and incident locations while providing dynamic visualizations for enhanced decision-making.

data-preprocessing data-visualization exploratory-data-analysis machine-learning matplotlib powerbi python seaborn

Last synced: 28 Apr 2026

https://github.com/deolae/kaggle-power-bi-project

This Power BI project, developed during my internship at the Royal Scientific Society (RSS), was crafted with the primary objective of uncovering insights and presenting them in a cohesive manner within a single report page.

data-visualization powerbi

Last synced: 19 Mar 2026

https://github.com/hakaneroztekin/web-scraping

☕ A web scraping project developed with Python. 📈 It scrapes the website, collects and visualizes data.

data-science data-visualization python web-scraping

Last synced: 15 Jun 2026

https://github.com/thinkong/notetaiker

notetAIker is a local-first, AI-powered Markdown note-taking system that uses background agents to automatically tag, link, and organize atomic notes. It features semantic search, a 2D graph visualization for exploring connections, and supports both cloud and local AI models.

ai data-visualization knowledge-graph knowledge-management local-first notetaking self-hosted

Last synced: 18 Feb 2026

https://github.com/furkantsnb/coalclassifie

CoalClassifier: A deep learning model for classifying coal types using EfficientNetB0-based transfer learning and fine-tuning techniques. This project is designed to accurately distinguish between Anthracite, Bituminous, Lignite, and Peat classes and is developed using TensorFlow/Keras

coal-classification computer-vision data-visualization efficientnetb0 image-classification keras python streamlit tensorflow

Last synced: 05 Apr 2026

https://github.com/viseshrp/community_health_indicator

Android app to fetch,organize and represent NYC health data

android data-analysis data-visualization health

Last synced: 03 Mar 2025

https://github.com/priyanshubiswas-tech/customer-churn-analysis-eda-

This project analyzes customer churn in a telecom company using Python, Pandas, SQL, and data visualization. It identifies key factors like contract type, payment method, and tenure to provide insights for improving retention. The skills gained are applicable in customer retention, user behavior analysis, fraud detection, and HR analytics.

data-analysis data-visualization dataset explo exploratory-data-analysis matplotlib matplotlib-pyplot numpy pandas-dataframe python seaborn seaborn-python

Last synced: 08 May 2026

https://github.com/sourabh-kumar04/numpy-basic

Numpy-Basic is a structured learning repo covering NumPy from basics to advanced. It includes arrays, indexing, reshaping, filtering, vector ops, angle functions, stats, and .npy file handling. Each concept is explained with code, examples, and Matplotlib visualizations in both light and dark modes. Ideal for students and data learners.

data-analysis data-science data-visualization learning learning-resources machine-learning matplotlib numerical-computing numpy python python-library python-programming

Last synced: 10 May 2026

https://github.com/ayyubiy90/social-media-scheduler

A web application to simplify social media management by allowing users to schedule and automate posts across multiple platforms. 🚀📱

data-visualization dnd-kit react-hooks react18 rechar sonner tailwin typescr zod-validation

Last synced: 11 Feb 2026

https://github.com/nick-peter-marcus/job-market-dashboard

Build a dashboard exploring data from the Data Science job market in Germany

chatgpt dashboard data-cleaning data-visualization levenshtein-distance regex streamlit streamlit-webapp

Last synced: 16 May 2026

https://github.com/nafiealhilaly/analyzing-sa-schools-data

A simple python streamlit app to explore and analyze Saudi Arabia schools dataset from data.gov.sa

data-analysis data-visualization eda python streamlit

Last synced: 16 May 2026

https://github.com/reusjimenez/data-analysis-labs

Casos completos y ejercicios prácticos de análisis de datos. 📊

data-analysis data-visualization jupyter-notebook machine-learning matplotib numpy panel python sklearn

Last synced: 04 Apr 2025

https://github.com/callmemaverick/game-of-thrones-investigating-episodes

Data Science project to analyze the duration of Game of Thrones episodes

data-science data-visualization matplotlib pandas-python python

Last synced: 19 Dec 2025

https://github.com/m-dadej/excess_deaths_poland

Estimation of excess deaths during COVID-19 pandemic in Poland

covid-19 data-science data-visualization rstats time-series

Last synced: 14 May 2026

https://github.com/guilherme-marcello/r-data-analysis-piechart

Reading RDS files, processing and presentation in pie charts

data-analysis data-visualization pie-chart r

Last synced: 13 Jul 2025

https://github.com/abdurrehman2003/data-sweeper

Data Sweeper: A Streamlit web app for quick CSV/Excel conversions, data cleaning, and simple visualizations.

data-cleaning data-transformation data-visualization spreadsheet-tools streamlit-web-app

Last synced: 07 Jun 2026

https://github.com/jhermienpaul/google-data-analytics-program

Hands-on learning materials from the 8-course Google Data Analytics Professional Certificate program, covering foundational data skills, tools, and real-world business problem-solving

bigquery dashboard data-analysis data-analytics data-modeling data-storytelling data-visualization data-wrangling descriptive-analytics diagnostic-analytics etl-pipeline r-programming rstudio sql tableau

Last synced: 13 Jul 2025

https://github.com/anuj7411/bankofbaroda-candlestick-dashboard

An interactive stock market visualization project using Python, Pandas, and Plotly to analyze Bank of Baroda price movement through a candlestick dashboard.

candlestick-chart dashboard data-visualization financial-data jupyter-notebook pandas plotly python stock-market time-series

Last synced: 17 May 2026

https://github.com/fadhiildzaki/bank_deposit_prediction

This project showcases an end-to-end data science solution to predict whether a client will subscribe to a term deposit based on historical marketing data from a Portuguese banking institution. By leveraging machine learning algorithms, the project aims to improve the efficiency and effectiveness of marketing campaigns.

classification-algorithm data-analyst data-science data-visualization machine-learning python statistical-analysis supervised-learning

Last synced: 15 May 2026

https://github.com/hirudikaanupama/email-spam-detection-logistic-regression

This model can predict whether an email is spam or not. The logistic regression machine learning algorithm is used to train this model.

accuracy-score classification classification-report confusionmatrix data-visualization logistic-regression machine-learning roc-curve

Last synced: 11 Sep 2025

https://github.com/sayantikabanik/housingindia2012

Visualisation created based on the data obtained from mygov.in

data-visualization file-structure python

Last synced: 06 Mar 2026

https://github.com/arosas17/bikesharing

Use of Tableau Public to create unique graphs to visualize clear patterns in a bike-sharing program and possibly be applied to a new bike-sharing program.

data-visualization tableau-public

Last synced: 25 Apr 2026

https://github.com/kevinbdx35/rocket-telemetry

Modern rocket telemetry system with real-time dashboard, built in Python using PyQt5 and matplotlib

aerospace-engineering aerospace-sensors dashboard data-visualization embedded-systems flight-data gui matplotlib pyqt5 python real-time rocket telemetry

Last synced: 15 May 2026

https://github.com/rahulsaini02/rahulsaini02

A Data & BI Analyst transitioning into AI Engineering — blending analytical thinking, business intelligence, and cutting-edge machine learning to solve real-world problems.

ai aws business-intelligence data-analytics data-engineering data-science data-visualization fullstack-development gen-ai python software-engineering

Last synced: 11 Jan 2026

https://github.com/myktorijus/retention-cohort

Extracted cohort data using SQL in BigQuery focusing on weekly retention from week 0 to week 6

bigquery data-analysis data-visualization powerbi sql

Last synced: 13 Jul 2025

https://github.com/hariprasath-v/machinehack-music_genre_classification_weekend_hackathon_edition_2

predict the genre of the songs from tunable audio track features like energy, tempo, key, mode, and valence, and others.

data-visualization exploratory-data-analysis machine-learning

Last synced: 17 Apr 2026

https://github.com/theshashanksinha/deloitte-au

Analyzed telemetry and salary equality data using Tableau and Excel to identify machine downtime patterns and assess gender pay equity, translating raw data into actionable business insights.

data-analytics data-visualization microsoft-excel tableau

Last synced: 06 Mar 2026

https://github.com/rmrt1n/chess_analysis_project

Webscraping and analysing games of Hikaru Nakamura

chess data-analytics data-visualization eda rvest tidyverse web-scraping

Last synced: 15 Jan 2026

https://github.com/tashi-2004/data-visualization-tableau-traffic-collision-insights

Analysis of traffic collision data using Tableau, featuring interactive visualizations that highlight trends in injuries and fatalities, contributing factors, and geographic distributions. It includes various sheets and dashboards, with recommendations for enhancing road safety. The dataset is available for further exploration.

data-analysis data-visualization eda geospatial-analysis machine-learning predictive-modeling statistics tableau traffic-analysis

Last synced: 19 Mar 2026

https://github.com/cherukuri-thanu/oodlesofnoodles-markettrendanalysis

This repository contains configuration files for analysing data obtained from Oodles of Noodles

customer-analytics dashboard data-visualization powerbi revenue-analysis service-analytics

Last synced: 23 Feb 2025

https://github.com/rvalla/covid-19-caba

Some code to analyze open data from Buenos Aires city related to COVID-19 pandemic.

covid-19 data-visualization python3

Last synced: 30 Oct 2025

https://github.com/leonardoberlatto/1000-startups-analytics

Data analytics on startups data using Tableau

analytics data-science data-visualization tableau

Last synced: 11 Jan 2026

https://github.com/jbalooshie/stock-analysis

A VBA script that performs basic stock analysis. Created while participating in a Data Analytics Bootcamp.

data-science data-visualization excel microsoft vba vba-excel vba-macros vba-script

Last synced: 20 Jan 2026

https://github.com/saisurajmatta/cryptocurrency-market-analyzer-python-project

Cryptocurrency Market Analyzer: Python script utilizing CoinMarketCap API to fetch, analyze, and visualize real-time trends of top 15 cryptocurrencies over different time intervals.

data-analytics data-visualization matplotlib pandas python seaborn

Last synced: 05 May 2026

https://github.com/analyticalnahid/matplotlib-tutorial

A complete Notebook on Matplotlib for Data Science

data-visualization matplotlib matplotlib-python matplotlib-tutorial

Last synced: 28 Mar 2025

https://github.com/kaladabrio2020/dataanalysiswith-r

Analise de dados no R, estatistica etc

analise-de-dados data-visualization r

Last synced: 16 May 2026

https://github.com/lucasfloresc/final_project

This is the final project of the Ironhack Bootcamp. In this project I applied all methods and tecniques learned in the Bootcamp, such as Web Scrapping and API extraction, Data cleaning and processing with Python, Python logic, the implementation of machine learning and Data Visualization. All displayed in Streamlit for more user friendly interface

data-analysis data-visualization machine-learning python streamlit webscraping

Last synced: 08 May 2026

https://github.com/guomaimang/magic-vaccine

A research of spread of COVID-19 with and without vaccine, also Group Project of COMP1433(Introduction of data analysis).

data-science data-visualization r-language

Last synced: 11 Jan 2026

https://github.com/thesfinox/mltools

A collection of simple tools for data science and machine learning projects.

ai data-analysis data-science data-visualization logging machine-learning matplotlib neural-network python toolbox

Last synced: 14 May 2025

https://github.com/guoweish/amo.gl

toolkit for native webgl

data-visualization glsl webgl

Last synced: 16 Feb 2026

https://github.com/danitilahun/exploratory-data-analysis-projects

This repository contains a collection of my personal Exploratory Data Analysis (EDA) projects. Each project involves exploring various datasets to gain insights, uncover patterns, and visualize trends.

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

Last synced: 16 May 2026

https://github.com/ansh-info/literaturesurvey

Literature Survey Engine, leverages the powerful Semantic Scholar's Recommendation API to provide you with highly relevant research article recommendations based on your curated lists of articles.

api api-integration automation data-analysis data-visualization docker docker-compose literature-survey machine-learning mysql paper-recommendations python recommendation-system research-tools semantic-scholar streamlit zotero

Last synced: 10 Apr 2026

https://github.com/shihjen/startup_grant_dashboard

Dashboard for Monitoring Research Laboratory Expenses

dashboard data-visualization python streamlit

Last synced: 07 May 2026

https://github.com/aromoh/bokeh-dashboard-debate-analysis

Project developed in Python 3.5 making use of Bokeh library to display the opinion of users of the debate of June 13, 2016 among the candidates for the presidency of the government of Spain.

bokeh dashboard data-visualization python-3-5 sentiment-polarity

Last synced: 02 Apr 2026

https://github.com/diliprk/smartcityvisualization

Data Wrangling and Data Visualization Works done for Smart City Project at HBK Saar

bokeh data-analysis data-visualization python3

Last synced: 15 May 2026

https://github.com/aglowraph/gromacs-xvg-plot-script

A Python script for automating the plotting of .xvg files from GROMACS simulations, with dynamic labeling, time unit detection, and colorful visualization. This script reads, plots, and saves each .xvg file in the same directory, making data analysis more efficient.

automation computational-chemistry data-visualization gromacs matplotlib molecular-dynamics numpy python scientific-computing xvg-plotting

Last synced: 18 May 2026

https://github.com/sarveshdhond/home_value_analysis

Home value analysis of North America using Tableau. This project takes into consideration home values, bedrooms, bathrooms, condition and location.

data-analytics data-visualization tableau

Last synced: 11 Jan 2026

https://github.com/as16082023/manufacturing-downtime-analysis

In the Maven Analytics data challenge, analyzed manufacturing downtime for a soda production company using Excel, identifying key issues and root causes of delays. Insights were shared through tables, charts, and a concise report with actionable recommendations.

advanced-excel data-visualization excel

Last synced: 20 Jan 2026

https://github.com/shyamkumarnagilla/diabetes-prediction-using-k-nearest-neighbors-classification

This project predicts diabetes risk in patients using the K-Nearest Neighbors (KNN) classification algorithm. By analyzing health data, the model assists in early diabetes detection, providing insights that support preventive care.

data-visualization exploratory-data-analysis machine-learning standardscaler statistical-analysis

Last synced: 18 Mar 2025

https://github.com/rafinha0rafinha/web-analyzer-backend

(Legacy) This is the backend for Mazaoro SARLU's lead magnet "Web Analyzer". This project analyzes websites using Google Lighthouse and returns a detailed report consumed by the frontend.

azure-app-service azure-devops chartjs cicd data-analysis data-science data-visualization express flask hacktoberfest lighthouse numpy sentiment-analysis vader-sentiment-analyzer

Last synced: 10 Apr 2026

https://github.com/dsite42/capstone_project_rossmann

This is the final project of my 6-month training as a Certified Data Scientist at XDi - Experience Design Institut GmbH

data-science data-visualization machine-learning plotly python regression-models reports

Last synced: 15 May 2026

https://github.com/ghonim0007/project_cairo_map

Cairo Map Visualization using Prettymaps — A Python project to generate a detailed and visually appealing map of Cairo, Egypt, including streets, buildings, water bodies, and greenery layers.

cairo data-visualization gis maps openstreetmap osm prettymaps python

Last synced: 02 May 2026

https://github.com/rizz1406/crypto-price-tracker

A user-friendly Crypto Price Tracker built using Python and Streamlit. Track top 20 cryptocurrencies in INR and USD, visualize historical trends, and set up price alerts easily.

coingecko-api crypto-tracker cryptocurrency cryptocurrency-prices data-visualization pandas price-alerts python streamlit

Last synced: 11 May 2026

https://github.com/saravanansuriya/streamlit

Streamlit Tutorial for machine learning and data science.

data-visualization python-script streamlit-webapp

Last synced: 18 May 2026

https://github.com/sharinas/mapped_travel_locations

A web-based Python mapping project of specific places around the world, with interactive pop-ups and color coded markers. Project uses folium, pandas, python, and a .csv file to store data.

csv data-visualization folium mapping pandas pipenv python

Last synced: 18 May 2026

https://github.com/samiksha29-patil/flipkart-mobiles-data-analysis-visualization-in-python

This project analyzes Flipkart Mobiles Dataset to extract useful insights about mobile phones, their pricing, ratings, discounts, and customer reviews. The analysis and visualization are done using Python to understand market trends and customer preferences.

data-analysis data-visualization matplotlib numpy pandas python seaborn

Last synced: 04 May 2026