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/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/ppatrzyk/foreign-tourists

Data visualization built with Svelte and d3.

d3 data-visualization poland svelte

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/stefagnone/movies-dataset-analysis-project

Comprehensive analysis of the Movies dataset, exploring genre trends, comparisons, and qualitative insights using Python, Pandas, and visualizations. Designed to uncover actionable findings for stakeholders.

data-analysis data-visualization exploratory-data-analysis matplotlib movies-analysis pandas python seaborn storytelling-with-data

Last synced: 28 Apr 2026

https://github.com/bhaveshbhakta/parkinson-disease-prediction

Note* The hosted website link might take some time to load. Please be patient while the application initializes.

data-visualization flask health-prediction machine-learning parkinson-disease prediction web-development

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/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/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/leotrja/my-book-hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow

📘 Explore the digital translation of "Practical Machine Learning" covering machine learning, deep learning, and neural networks in Persian.

computer-vision data-visualization deep-learning keras keras-tensorflow machi machine-learning neural-networks nlp num panda python reinforcement-learning sci tensorflow2

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/rorrell/coviddeaths

A Jupyter Notebook where I create several visualizations based on data about COVID-19 deaths from 2020 to 2024

data-analysis data-visualization jupyter-notebook python3

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/buabaj/fortran-assignment

code repository for fortran and python climatology assignment.

big-data climatology data-analysis data-visualization fortran90 python

Last synced: 28 Apr 2026

https://github.com/priyanshubiswas-tech/e-commerce_data_analysis

Analyzes 9,994 e-commerce transactions to uncover insights on sales trends, customer behavior, profitability, and logistics using EDA and visualization. Identifies top products, customer segments, and shipping efficiencies to optimize marketing, inventory, and operations, making it valuable for retail, finance, and logistics.

data data-analysis data-visualization pandas pandas-dataframe plotly-analytics-projects plotly-express python

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/malbiruk/salesflow-data-pipeline

End-to-end data engineering pipeline using Azure Blob, Data Factory, dbt, Snowflake, and Streamlit for interactive business analytics. (WIP)

azure-data-factory cloud-data-engineering data-visualization dbt etl snowflake streamlit

Last synced: 08 Jun 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/ezrahsieh/narrativevisualization

This project is an interactive narrative visualization designed to illustrate the impact of the COVID-19 pandemic on global life expectancy. The visualization is implemented using D3.js and follows the Martini glass narrative structure. This serves as the final project for CS416 at UIUC.

d3 data-visualization interactive-visualizations javascript narrative-visualization

Last synced: 28 Apr 2026

https://github.com/alexquilis1/news-sentiment-analyzer

A Flask web app that analyzes sentiment in news articles and generates word clouds to visualize emotional trends in current events

data-visualization flask natural-language-processing news-api nlp nltk python sentiment-analysis vader-sentiment wordcloud

Last synced: 19 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/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/joshuadch/customer-churn-prediction

Predicting customer churn with Python (ETL, feature engineering, ML models, AUC/ROC) and business insights.

classification customer-churn data-science data-visualization feature-engineering machine-learning pandas python sklearn xgboost

Last synced: 28 Apr 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/emircanakyuzz/veri_gorsellestirilmesi_ve_analizi-analysis_and_visualization_of_dataset

Bu çalışmada numpy, pandas, seaborn ve matplotlib gibi veri biliminde çokca bilinen modülleri kullanarak analiz ve görselleştirme işlemleri gerçekleştirdim.

data-analysis data-science data-visualization jupyter-notebook 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/misha-mayskiy/lootbox_analytics

Lootbox Analytics: Your personal dashboard for tracking and analyzing lootbox/gacha opening statistics from popular games. Currently supports Genshin Impact with detailed Pity/luck analysis. (Python, Flask, SQLAlchemy)

chartjs data-visualization flask gacha game-analytics genshin-impact pity-tracker python sqlalchemy statistics

Last synced: 29 Apr 2026

https://github.com/salvof88/raspberry-sensor-kit-demo

A lightweight Raspberry Pi sensor logger in Python for HC-SR04 (ultrasound) and DHT11 (temperature/humidity), exporting data to CSV or Google Sheets. Perfect for IoT experiments, smart home logging, or Raspberry Pi Zero DIY kits.

automation csv-logger data-logging data-visualization dht11 google-sheets gpio hc-sr04 hc-sr04-ultrasonic-sensor iot python python-sensors python3 raspberry-pi raspberry-pi-3 raspberry-pi-4 raspberry-pi-gpio raspberry-pi-zero sensor-data

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/vanshuchaudhary/zomato

This Jupyter Notebook contains an exploratory data analysis (EDA) of Zomato restaurant data. It includes data cleaning, visualization, and insights into restaurant ratings, pricing, cuisine distribution, and location-based trends.

business-analytics data-analysis data-mining data-science data-visualization datascience matplotlib pandas-dataframe pandas-python python python-3 python-library

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/anilyigitsel/istanbul-rental-apartments-analysis

This project analyzes the Istanbul Rental Apartments Dataset (2025), which includes rental apartment listings from Istanbul, Turkey.

data-analysis data-visualization jupyter-notebook matplotlib pandas python rental-housing

Last synced: 29 Apr 2026

https://github.com/rizerkrof/dataviz-womanparliamentseatsworldwide

Data visualization about political representation of woman world wide

data-visualization plotly-python politics woman

Last synced: 29 Apr 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/andresberejnoi/streamlit-apps

A collection of sample web apps built with Streamlit.

data-science data-visualization streamlit

Last synced: 29 Apr 2026

https://github.com/khushi-sabarad/web_scraping

This project is a Python-based web scraper that extracts the menu from a cafe and saves it to an Excel file. It was created to automate the process of retrieving and updating menu prices, a task that was observed to be done manually at the hostel.

beautifulsoup data-analysis data-visualization market-analysis pandas python requests web-scraping wordcloud

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/bilgeswe/datascience

Using Statistics and Data Science Project in Python using Google Colab tools, CVS and XLSX

box-plot colab-notebook cvs data-science data-scraping data-visualization heatmaps numpy python statistical-analysis statistics xlsx

Last synced: 29 Apr 2026

https://github.com/mr-dhan/eda-sales-customer-transactions

Dalam dunia bisnis ritel yang kompetitif, pemahaman mendalam terhadap perilaku pelanggan merupakan fondasi penting untuk pengambilan keputusan strategis. Namun, data transaksi pelanggan seringkali berjumlah besar dan kompleks, sehingga memerlukan proses analisis yang efektif untuk mengungkap insight yang berharga.

dashboard data data-analysis data-analysis-python data-science data-visualization eda 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/jofaval/melbourne-temperature-timeseries

Timeseries Data Analysis and Forecasting of the daily min temperature in Melbourne from 1981 to 1990

data-analysis data-science data-visualization deep-learning google-colab melbourne python temperature tensorflow timeseries timeseries-analysis

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/aykutsahinn/carpredictapp

İkinci El Araçların Analizi | Jupyter Notebook

analysis data-visualization jupyter-notebook pyhton streamlit

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/varshan1123/sql-tableau-project

We analyze key indicators for our pizza sales data to gain insights into our business performance - A Data Analysis Project performed on Tableau & SQL.

analysis data-analysis data-science data-visualization excel mysql powerbi sql sql-server tableau tableau-dashboards

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/josewebdev2000/doping-in-biking

My Solution to the second challenge of the Data Visualization Certification of Freecodecamp

ajax css d3 data-visualization event-driven-programming html js json scatterplot

Last synced: 29 Apr 2026

https://github.com/prithviraj-2003/cognifyz-data-science-internship

🎓 Data Science Internship at Cognifyz Technologies 📅 Duration: 2 Months 🧠 Worked on real-world restaurant data 🗂️ Completed structured tasks across 3 levels 📌 Tasks focused on EDA, data preprocessing, visualization, and analysis 📎 Task descriptions provided in an attached PDF

data-analysis data-science data-visualization matplotlib numpy pandas python3

Last synced: 29 Apr 2026

https://github.com/mominurr/amazon-best-sellers-data-analysis

Exploring trends and product insights in Amazon Best Sellers data.

data-analysis data-visualization python scraping selenium tableau

Last synced: 29 Apr 2026

https://github.com/sukitsubaki/image-color-scheme

Extract dominant colors from images and create beautiful color palettes with minimal dependencies. Supports various palette types: monochromatic, analogous, complementary, triadic, and tetradic.

color-extraction color-palette data-visualization design-tools image-analysis minimal python python-library

Last synced: 29 Apr 2026

https://github.com/saravanansuriya/airbnb-analysis

In This project aims to analyze Airbnb data, perform data cleaning and preparation, develop interactive geospatial visualizations, and create dynamic plots to gain insights into pricing variations, availability patterns, and location-based trends with help of Streamlit app.

data-visualization eda mongodb-atlas pandas python-script streamlit-webapp

Last synced: 29 Apr 2026

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/laipching/sprint6_module1

Exploratory Data Analysis with Python (Pandas/Matplotlib/Seaborn). Business questions, metrics and clear visualizations.

data-visualization eda matplotlib numpy pandas python seaborn

Last synced: 29 Apr 2026

https://github.com/farhad-here/student_performance_analyzer

Student Performance Analyzer with python, it is on of my data analysis course project. I teach you about filter(),lambda,map() in python

data-analysis data-visualization filter kaggle kaggle-dataset lambda map pandas python python-tutorial streamlit

Last synced: 29 Apr 2026

https://github.com/muhammadusman-khan/e-commerce-store-eda

Exploratory Data Analysis on E-commerce store data to uncover insights about sales trends, customer behavior, and product performance using Python libraries like Pandas, NumPy, and Matplotlib/Seaborn.

data-analysis data-science data-visualization e-commerce eda exploratory-data-analysis jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 29 Apr 2026

https://github.com/gvatsal60/ds-on-kaggle

A collection of data science projects, experiments, and insights from Kaggle competitions and datasets

data data-science data-visualization numpy pandas python3

Last synced: 29 Apr 2026

https://github.com/shwetapardhi/assignment-04-simple-linear-regression-1

Q1) Delivery_time -> Predict delivery time using sorting time. Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization, Feature Engineering, Correlation Analysis, Model Building, Model Testing and Model Predictions using simple linear regressi

correlation-analysis data-visualization distplot eda feature-engineering model-building model-prediction model-testing numpy ols-regression p-value pandas python regression-plot rsquare-values seaborn simple-linear-regression smf statsmodel t-score

Last synced: 30 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/wonderwoman2020/atomic-sensors-website

Repository for .NET academic project realised 2023

academic-project asp-net data-visualization website

Last synced: 08 Jun 2026

https://github.com/r-mahesh45/fraud-detection-and-sales-analysis-using-random-forest

This project uses Random Forest to classify fraud risk based on taxable income and analyze key factors driving high sales for a cloth manufacturing company.

classification data-visualization extract-transform-load python3 random-forest

Last synced: 30 Apr 2026

https://github.com/chrka/d3-chessboard-count

Plot per-square frequencies on a chessboard

chess d3 data-visualization

Last synced: 30 Apr 2026

https://github.com/angchekar28/air-quality-index-analysis

This project analyzes Air Quality Index (AQI) data to identify pollution trends, seasonal variations, and the impact of different pollutants. It includes data visualization, correlation analysis, and insights into air quality variations over time.

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

Last synced: 30 Apr 2026

https://github.com/abhinav330/instagram-influencers-analysis

This Jupyter Notebook focuses on preprocessing and visualizing data from an Instagram profiles dataset. It includes data loading, inspection, visualization, and some data preprocessing steps.

data data-science data-visualization exploratory-data-analysis exploratory-data-visualizations influncer-products instagram scikit-learn sklearn

Last synced: 08 Jun 2026

https://github.com/devprnvk/realestateml

This Python program analyzes a dataset (HousePricePrediction.xlsx) containing information about house prices. It utilizes pandas for data manipulation, matplotlib for plotting, and seaborn for visualizing correlations and distributions.

data-science data-visualization datasets houses npm plotting prediction-model seaborn

Last synced: 30 Apr 2026

https://github.com/edgarhtt/uber_freight_data_analysis

Uber Freight interview homework. It consisted of solving a 2 warehouse problem and an ETL task

data-analysis data-science data-visualization python

Last synced: 30 Apr 2026

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