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An open API service indexing awesome lists of open source software.

Data analysis

Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.

https://github.com/mindlessmuse666/iris-ml-based-on-decision-trees

Проект демонстрирует применение моделей машинного обучения на основе деревьев решений и случайного леса для классификации набора данных Iris. Включает в себя загрузку данных, обучение моделей, оценку производительности и визуализацию результатов. Предназначен для изучения основ машинного обучения и анализа данных.

classification data-analysis data-visualization decision-trees iris-dataset machine-learning model-evaluation python random-forest scikit-learn

Last synced: 17 Oct 2025

https://github.com/codeslash21/communicate_data_findings

Analyze and visualize Bay Wheel system data which contains 2.5M individual trips data. And communicate the data findings from the dataset in the form notebook slide.

bay-wheel data-analysis data-visualization explanatory-data-visualization exploratory-data-analysis

Last synced: 22 Jan 2026

https://github.com/codeslash21/analyze-a-b-test-results

Analyze results of an A/B test run by an e-commerce website.

ab-test data-analysis

Last synced: 22 Jan 2026

https://github.com/abishek0103/olist-ecommerce-sql-project

SQL Project using Olist Dataset – E-commerce analysis with MS SQL Server to extract business insights.

business-insights data-analysis sql-server

Last synced: 19 Oct 2025

https://github.com/pauliorandall/airline-passenger-satisfaction-r

Analysing the Airline Passenger Satisfaction dataset from Maven Analytics

data-analysis data-analytics r

Last synced: 01 Aug 2025

https://github.com/Kaushik-Puttaswamy/Airline-Passenger-Referral-Prediction-Using-Machine-Learning

This project uses a machine learning model to predict if passengers referred by existing customers will book a flight, helping airlines target likely customers. Key factors like service ratings and value for money drive predictions, achieving over 90% accuracy.

airline-marketing customer-referral-prediction customer-satisfaction data-analysis feature-engineering hyperparameter-tuning machine-learning model-evaluation predictive-analytics

Last synced: 20 Oct 2025

https://github.com/mahdi-meyghani/movie-recommendation-system

A Python-based movie recommendation system utilizing popularity-based, content-based, and collaborative filtering models with data science and machine learning techniques.

data-analysis data-science machine-learning recommendation-system scikit-learn scikitlearn-machine-learning

Last synced: 23 Jan 2026

https://github.com/dcs-training/spatial_dynamics

Use of QGIS and R to analyse first and second order geospatial effects. Go to the Readme file

data-analysis geographical-data gis qgis r statistics

Last synced: 23 Oct 2025

https://github.com/gunifiri/duckdb-ghw

🦆 Accelerate analytics with DuckDB's integration for GitHub workflows, enabling efficient data handling and processing directly within your repositories.

analytics analytics-engine big-data columnar-storage data-analysis data-science database duckdb in-memory-database open-source parquet python query-planner r sql

Last synced: 29 Apr 2026

https://github.com/browndwarf/contracosta

Wavelength dependent starspot contrast with Kepler/K2 and TESS

astronomy data-analysis

Last synced: 23 Jan 2026

https://github.com/jofaval/sonar

Binary Classification of Sonar Signals of Rocks and Metal cylinders in 1987

data-analysis data-science data-visualization machine-learning python scikit-learn sonar uci

Last synced: 09 Apr 2026

https://github.com/janiavdv/data-spirits

Analysis of alcohol and sports betting data, including a correlation investigation.

correlation data-analysis data-science machine-learning

Last synced: 11 Nov 2025

https://github.com/ljadhav25/linear_regression_data_science

Linear regression analysis is used to predict the value of a variable based on the value of another variable. The variable you want to predict is called the dependent variable. The variable you are using to predict the other variable's value is called the independent variable.

data-analysis data-science linear-regression machine-learning

Last synced: 26 Oct 2025

https://github.com/vishalsiingh/deloitte-virtual-internship

Submission for the STEM Virtual Program by Deloitte via Forage.

coding cyber-security data-analysis deloitte development forage forensics

Last synced: 23 Jan 2026

https://github.com/limatix/limatix

Limatix datacollect and processtrak tools

data-analysis python scientific-workflows

Last synced: 23 Jan 2026

https://github.com/9dl/usbfalcon

Automatically copies files from plugged USB drives to a specified location, enabling quick data retrieval for analysis.

automation data-analysis data-retrieval ethical-hacking file-copying usb

Last synced: 27 Oct 2025

https://github.com/code-jl/nfl-kicker-predictor

A sophisticated Python application that provides real-time NFL kicker statistics and performance analysis with an intuitive graphical interface.

beautifulsoup data-analysis data-visualization espn football gui nfl prediction python real-time-analytics real-time-data sport-analytics sports-data statistics tkinter web-scraping

Last synced: 01 Jun 2026

https://github.com/garcane/unicorn-companies-analysis

Tracking unicorn startups (valued at $1B+) provides valuable insights for investors and analysts to identify high-growth industries and emerging trends.

data-analysis exploratory-data-analysis financial-analysis investor postgresql sql

Last synced: 24 Jan 2026

https://github.com/rahulchouhan1/sql-data-warehouse-project

Building a modern data warehouse with SQL Server, including ETL Processes, data modeling, and analytics.

data-analysis data-cleaning data-engineering data-science data-warehouse datascience etl etl-pipeline sql sql-query sql-server

Last synced: 24 Jan 2026

https://github.com/tasosfotiadis/time-series-forecasting-for-bitcoin

This project forecasts Bitcoin’s daily closing price using time series models. Data from Jan 2021 to Mar 2022 is processed by converting timestamps, resampling, and handling missing values. LSTM and ARIMA models are evaluated on MAE, RMSE, and MAPE, with LSTM achieving better accuracy while ARIMA is faster in training and inference.

arima bitcoin data data-analysis data-science deep-learning forecasting jupyter-notebook neural-networks python time-series

Last synced: 06 May 2026

https://github.com/srimantapal205/dataengineerwireframedesigns

Data Engineer Wireframe Designs are essential for planning and visualizing data pipelines, architecture, and workflows before implementation.

data-analysis data-engineering dataflow dataflow-programming datapipeline dataprocessing development visualization

Last synced: 29 Jan 2026

https://github.com/wareflowx/excel-toolkit

A powerful command-line toolkit for Excel and CSV data manipulation, analysis, and transformation.

data-analysis data-wrangling excel pandas python uv

Last synced: 29 Jan 2026

https://github.com/smahala02/magnetism-lab

This repository contains Python scripts and data for analyzing inductance in toroidal coils to calculate the magnetic permeability of ferrite materials. The project helps classify materials as soft or hard magnets based on experimental data.

data-analysis inductance jupyter-notebook magnetism python toroids

Last synced: 29 Jan 2026

https://github.com/edumoraes1/comissao-reduzida

Criação de segmentação de publico via SQL para nova feature do enjoei de comissão reduzida

bq data-analysis salesforce sql

Last synced: 06 Feb 2026

https://github.com/surajwate/datalab

DataLab is a versatile toolkit designed to simplify data exploration, analysis, and visualization for data scientists.

data-analysis data-science python visualization

Last synced: 30 Jan 2026

https://github.com/mfakhriazhar/healthcare-dashboard-project

This project is a comprehensive data analysis and visualization of healthcare data using Power BI. It focuses on understanding patient distribution, billing trends, and hospital performance through a clean and interactive dashboard.

dashboard dashboardreporting data-analysis datacleaning excel powerbi powerquery

Last synced: 30 Jan 2026

https://github.com/nehar-2404/airbnb-nyc-eda-ml

This project analyzes Airbnb listings in New York City to uncover key insights about pricing, host activity, and neighborhood trends. It covers data cleaning, EDA, and basic machine learning to predict listing prices.

airbnb data-analysis eda machine-learning matplotlib pandas pyhton seaborn visualization

Last synced: 15 Apr 2026

https://github.com/jaseel342/ecommerce_sales_dashboard

The E-commerce Sales Dashboard project offers a comprehensive view of e-commerce sales performance using interactive Power BI dashboards. It focuses on key metrics like YTD Sales, YTD Profit, YTD Profit Margin, and Quantity of Products sold, analyzing data by product categories, states, and regions.

data-analysis data-modelling dax-expression excel power-query powerbi visualization

Last synced: 07 Feb 2026

https://github.com/luminati-io/indeed-dataset-samples

A sample dataset of over 1000 Indeed job listings, extracted using the Bright Data API, ideal for market analysis and growth.

api data-analysis datasets indeed jobs web-scraping

Last synced: 07 Feb 2026

https://github.com/jujulis18/olympicsmedalsdashboard

Olympic Dashboard – Paris 2024 est un tableau de bord interactif permettant d’explorer les performances des athlètes médaillés des Jeux Olympiques d’été de Paris 2024.

dashboard data-analysis data-visualization eda olympic python streamlit

Last synced: 31 Jan 2026

https://github.com/shafaq-aslam/pandas-lab

A comprehensive collection of Jupyter notebooks exploring Pandas, from Series and DataFrames to data cleaning, aggregation, merging, and visualization. A complete hands-on guide for mastering data manipulation and analysis with Python.

analytics data-analysis data-cleaning data-science data-visualization dataframe jupyter-notebook machine-learning pandas pandas-dataframe pandas-library pandas-series python python3 series

Last synced: 15 Apr 2026

https://github.com/steviecurran/gbt-scripts

IDL scripts for the reduction of Green Bank Telescope data

data-analysis data-compression data-visualization radio-astronomy spectroscopy

Last synced: 31 Jan 2026

https://github.com/tusharpandey003/chat_analysis

Analysis of group chat with respect to individual member of group

chat-analysis chat-analyzer data-analysis data-science streamlit whatsapp whatsapp-chat whatsapp-web

Last synced: 01 Feb 2026

https://github.com/bineet-ratna-shakya/data-science-salary-analysis

analyzing a dataset containing salaries of data science professionals from 2020 to 2023.

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

Last synced: 01 Feb 2026

https://github.com/asghar-rizvi/world-energy-consumption-analysis-1965-2023-

An in-depth analysis of global energy consumption trends from 1965 to 2023, using data from various countries and regions.

data-analysis data-analysis-python data-science python real-world-data real-world-data-analysis real-world-problem-solving real-world-project visulaization

Last synced: 15 Apr 2026

https://github.com/keneandita/exploratory-data-analysis-eda-

Explore EDA on 5 datasets: Titanic 🚢, Heart Disease ❤️, Wine Quality 🍷, Car Price 🚗, and NBA Players 🏀. Includes data cleaning, preprocessing, and visualizations to uncover insights. Perfect for beginners to learn data analysis with Pandas, Matplotlib, and Seaborn! 🎨📈

data-analysis data-visualization eda matplotlib pandas python seaborn sklearn

Last synced: 15 Apr 2026

https://github.com/nagar2nd/jenson-usa-mysql-analysis

We are analyzing Jenson USA's dataset to gain valuable insights into customer behavior, staff performance, inventory management, and store operations. By crafting advanced SQL queries, the analysis explores key metrics such as product sales, customer spending, and order patterns, ultimately guiding strategic decision-making and operations.

data-analysis problem-solving sql

Last synced: 01 Feb 2026

https://github.com/mrgeislinger/bike-data-exploration

Data exploration of bike-related data

bicycle bike data-analysis data-science

Last synced: 08 Feb 2026

https://github.com/sroman0/data-analytics

Data Analytics Exercises is a collection of comprehensive university-level exercises aimed at enhancing skills in data analytics. The repository includes practical notebooks covering data manipulation, exploratory data analysis (EDA), statistical analysis, data visualization, and machine learning fundamentals.

data-analysis data-analytics data-science data-visualization education exercises exploratory-data-analysis hands-on-practice jupyter-notebook machine-learning python statistics

Last synced: 15 Apr 2026

https://github.com/josericodata/statisticsapp

Interactive statistics analysis app using Python and Streamlit. Perform key statistical tests, visualise distributions, and explore data with ease.

alpha-value chi-square-test confidence-intervals data-analysis dublin dublin-ireland europe hyphotesis-tests ireland normal-distribution null-hypothesis p-value portfolio python statistics streamlit t-test tech ubuntu z-test

Last synced: 26 Feb 2026

https://github.com/jweinst1/xenon

A processing based language

data-analysis interpreter reactive-programming

Last synced: 15 Apr 2026

https://github.com/shubham200137/spotify-listening-habits-analytics

Spotify Listening Habits Analytics is a project aimed at analyzing personalized Spotify listening habits and music trends. It involves Exploratory Data Analysis (EDA) with Python Pandas, data processing using SQL Server, and creating visualizations with Power BI. The goal is to uncover insights into listening patterns, track popularity, and artist.

data-analysis data-visualization exploratory-data-analysis jupyter-notebook pandas power-bi-dashboard sqlserver

Last synced: 18 Mar 2026

https://github.com/naninsv/apple-retail-sales-warranty-analysis

An advanced SQL project analyzing over 1 million rows of Apple retail sales data to solve real-world business problems, optimize query performance, and extract actionable insights. The analysis includes sales trends, warranty claims, product performance, and year-over-year growth

business-intelligence data-analysis data-science etl insights retailanalytics sql sqladvance

Last synced: 26 Feb 2026

https://github.com/ninadpatil09/heart_disease_detection_analysis

The Heart Disease Detection Analysis aims to create a predictive model for identifying individuals at risk of heart disease. Using a dataset with attributes like age, sex, and health metrics, the project focuses on distinguishing patients with and without heart disease.

data-analysis data-cleaning data-science data-visualization machine-learning

Last synced: 15 Apr 2026

https://github.com/haroontrailblazer/machine_learning

About This Repository A curated resource hub for learning machine learning, featuring tutorials, code examples, datasets, and hands-on projects to build foundational skills and explore real-world applications.

data data-analysis data-visualization database dataset gradient-descent machine-learning pandas python3 random-forest sklearn statistics

Last synced: 16 Apr 2026

https://github.com/animesh-chourey/power-bi

Various projects at my attempt to learn Power BI

business-analytics data-analysis data-visualization powerbi

Last synced: 10 Feb 2026

https://github.com/gnneto/nf-analyzer

Script Python para extrair dados de Notas Fiscais Eletrônicas (XML) e gerar Excel consolidado, com foco na extração de informações financeiras, como vencimentos e valores, para uma análise mais detalhada e eficiente. mantendo formatação numérica.

data-analysis excel finance nf-analyzer pandas python xlm

Last synced: 16 Apr 2026

https://github.com/sreekar0101/bank-financial-loan-performance-trend-analysis

About This project analyzes the performance trends of financial loans using SQL for data extraction and Tableau for visualization. The goal was to perform exploratory data analysis (EDA) to understand key metrics like loan applications, funded amounts, interest rates, and debt-to-income ratios using sql and tableau for visualization

data-analysis data-visualization sql tableau

Last synced: 27 Feb 2026

https://github.com/chinmayee4/sales-analysis-for-ferns-n-petals

Analyzed Data By Creating Interactive Dashboard Using MS Excel

data-analysis data-cleaning data-visualization excel pivot-tables powerquery

Last synced: 11 Feb 2026

https://github.com/shrutiijoshi/crm-sales-analysis

The dataset contained records exported from MavenTech's CRM from October 2016 to December 2017. It held details of opportunities with associated information such as product, account, and whether the sale was won or lost.

data-analysis data-visualization dax-functions powerbi powerquery

Last synced: 11 Feb 2026

https://github.com/vikktor93/proyecto-final-python-datascience

Dataset analysis of worldwide sales of video games on different platforms in 2020

data-analysis data-science jupyter-notebook kaggle matplotlib pandas python seaborn

Last synced: 16 Apr 2026

https://github.com/praveen-devknight/event-registration-analytics-dashboard

This project presents an interactive and visually-rich Power BI dashboard that analyzes registration data from a college-level technical and non-technical event, Teciton. The dashboard provides comprehensive insights into participant demographics, event preferences, food choices, and time-based trends.

data-analysis data-visualization excel powerbi sql

Last synced: 11 Feb 2026

https://github.com/joemull/pyjade

A data curation script for the Jane Addams Digital Edition

data-analysis digital-humanities

Last synced: 11 Feb 2026

https://github.com/nabilshadman/power-bi-essential-training

Exercise files for Power BI Essential Training (2024): datasets and dashboards for hands-on learning

dashboard data-analysis data-science data-visualization power-bi power-bi-dashboard

Last synced: 12 Feb 2026

https://github.com/secureauditx/ecommerce-user-behavior-analysis

E-commerce User Behavior Analysis with Streamlit Dashboard

customer-segmentation data-analysis ecommerce python streamlit

Last synced: 28 Feb 2026

https://github.com/muyangli76/covidsql

Global Covid Data analyzed in SQL and visualized in Tableau

data-analysis data-visualization sql tableau

Last synced: 14 Feb 2026

https://github.com/malakaburamila/power-bi-dashboards

A portfolio of interactive Power BI dashboards I developed, showcasing data visualization, analytics, and data-driven insights.

amazonsalesanalysis analytics dashboards data-analysis data-visualization datasets hranalytics power-bi

Last synced: 14 Feb 2026

https://github.com/mo-elshamy/machine-learning-practice

This repository serves as a collection of my work and learning in machine learning while my internship in Cellual-Technologies, including algorithm explanations, data preprocessing workflows, and two projects.

data-analysis data-science dbscan decision-trees eda gradient-boosting gxboost hierarchical-clustering kmeans-clustering knn-classification linear-regression logistic-regression machine-learning model pca polynomial-regression preprocessing random-forest support-vector-machines training

Last synced: 14 Feb 2026

https://github.com/fhdsl/seattlestatsummer_r

A 4-day introduction to R programming, focused on Fred Hutch Research Interns

beginner beginner-friendly course data-analysis data-science introduction-to-programming r-programming tidyverse

Last synced: 19 Mar 2026

https://github.com/hlexnc/project-arepo

Data-driven stroke risk assessment & personalized recommendations, powered by machine-learning and an NLU-driven chatbot.

chatbot data-analysis docker docker-compose machine-learning nlu-chatbot python rasa scikit-learn sklearn streamlit

Last synced: 15 Feb 2026

https://github.com/risdorn/restaurant-delivery-platforms-analysis-bdm-project

This project analyzes restaurant delivery platforms to understand customer preferences, industry competition, and expansion opportunities. Conducted as part of the BDM project from IITM, it includes descriptive stats, distribution, correlation, regression, and geospatial analysis using multiple datasets.

data-analysis data-visualization jupyter-notebook kaggle

Last synced: 15 Feb 2026

https://github.com/nmelgar/marathons_data_viz

Data visualization project to analyze finishing times and other data.

csv csv-files data data-analysis data-insight data-visualization data-viz dataset tableau

Last synced: 15 Feb 2026

https://github.com/arunesh-tiwari/sales-analysis

Tableau Data Analysis Project.

data-analysis data-visualization tableau

Last synced: 01 Mar 2026

https://github.com/johannaschmidle/road-collisions-project

Analyzed road accident data in the UK from 2019 to 2022 to identify patterns and trends in road accidents, for Effective Road Management [Excel]

data-analysis data-visualization excel pivot-tables traffic-analysis

Last synced: 01 Mar 2026

https://github.com/mayankyadav23/amazon-sales-data-analysis

Diving into Amazon sales data to uncover hidden gems! 📈 Analyzing iNeuron's dataset to optimize sales strategies and boost performance 💡 Driving business growth with data-driven decisions! 💻

amazon data-analysis data-visualization ineuron-ai internship-project

Last synced: 02 Mar 2026

https://github.com/asghar-rizvi/eda_student_dataset

This repository contains the results of data analysis and exploratory data analysis (EDA) conducted on the Student_Dataset. The analysis focuses on understanding various factors affecting student grades and visualizing these relationships using Matplotlib and Seaborn.

data-analysis data-analysis-python data-science jupyter-notebook python3

Last synced: 16 Apr 2026

https://github.com/adrianlardies/feelms_predict_by_emotion

Feelms is a mood-based movie recommendation app that uses collaborative filtering and machine learning to suggest films based on your emotions. Built with Streamlit and powered by AWS, Feelms personalizes each user's experience through simulated interactions and tailored predictions.

aws-ec2 aws-rds data-analysis data-science machine-learning python streamlit

Last synced: 16 Apr 2026

https://github.com/abhipatel35/gym-performance-analysis

Analyzing gym performance and user engagement in Arizona using Spark SQL, PySpark, and visualization techniques on the Yelp dataset.

apache-spark asu business-insights data-analysis data-processing-at-scale data-visualization dps gym-analysis rating-patterns sql trend-analysis user-insights yelp-dataset

Last synced: 16 Apr 2026

https://github.com/samuelson777/titanic-dataset-analysis

Exploratory data analysis of the Titanic dataset, uncovering insights on passenger survival rates based on gender, age, and class. Includes data cleaning, visualization, and findings.

data-analysis data-visualization exploratory-data-analysis kaggle machine-learning matplotlib pandas python seaborn titanic-dataset

Last synced: 16 Apr 2026

https://github.com/akash-srm/user-engagement-analysis

Analyzed user engagement and feedback data to derive actionable insights for an online learning platform.

analytics-projects data-analysis data-cleaning eda jupyter-notebook pandas python seaborn student-engagement

Last synced: 16 Apr 2026

https://github.com/satyacoder29/e-commerce-sales-analysis

Performed E-commerce Sales Analysis to identify trends, optimize sales, and improve decision-making. Analyzed customer patterns, seasonal trends, and product performance using Python, SQL, and Power BI. Delivered actionable insights to enhance revenue, streamline inventory management, and boost customer engagement.

data-analysis data-visualization datacleaning msexcel pivottables powerquerym visualisation vlookups

Last synced: 05 Mar 2026

https://github.com/dina-hosny/analyze-and-model-airline-system

Analyzing Airline System and Building Data Warehouse Model to Store the Data and Answer Some Business Questions

data-analysis data-modeling data-warehouse datawarehousing dwh plsql sql

Last synced: 05 Mar 2026

https://github.com/ngangawairimu/linear-regression-

This project builds a linear regression model in Python to predict outcomes and derive insights from feature data. It covers data cleaning, feature analysis, and model evaluation, showcasing predictive modeling techniques using scikit-learn, pandas, and visualization libraries.

data-analysis linear-regression machine-learning predictive-modeling python scikit-learn

Last synced: 17 Apr 2026

Data analysis Awesome Lists
awesome-R 486 Awesome-Geospatial 1,521 awesome-python-data-science 382 awesome-TS-anomaly-detection 55 awesome-business-intelligence 231 yt-channels-DS-AI-ML-CS 195 awesome-data-analysis 936 data-science-with-ruby 101 awesome-data-agents 154 machine-learning-resources 56 Data-Science 71 awesome-scientific-python 131 awesome-python-machine-learning-resources 1,884 awesome-data-science-resources 167 awesome-qlik 32 awesome-ethereum-analytics 45 awesome-data-journalism 195 awesome-saas 89 Environmental-Data-Science 51 Road2R 265 awesome-web3 67 SORTED 95 awesome-data-science 83 fucking-awesome-R 378 awesome-data-analytics 77 free-data-analysis-resources 71
Data analysis Categories
Uncategorized 369 Table of Contents 303 Machine Learning 242 R 241 文本数据和NLP 191 Reading corner 189 Python 168 📑 Paper List 161 Rust 145 数据可视化 133 Books 130 机器学习框架 128 图像数据与CV 115 Podcasts 109 模型的可解释性 105 ⚡ Productivity 101 超参数优化和AutoML 100 🧠 AI Applications & Platforms 96 Tutorials 94 🐍 Python 91