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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/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/ritap03/neuralnetwork-shapeclassifier

Feedforward neural network system in MATLAB for geometric shape classification. Includes data preprocessing, network training and evaluation, confusion matrix analysis, and a graphical interface for user interaction and model testing.

ai data-analysis deep-learning feedforward-network gui image-classification machine-learning matlab neural-network pattern-recognition

Last synced: 14 May 2026

https://github.com/chaganti-reddy/ai-prototype-customer-segmentation

Artificial Intelligence Prototype product based model for Customer Segmentation in E-Commerce Industry.

artificial-intelligence cluster-analysis customer-segmentation data-analysis machine-learning product-based prototype

Last synced: 13 Mar 2025

https://github.com/ujjwalll/econometrics_analysis_of_india_gdp_misestimation

A Econometric Analysis of the India's GDP to determine whether their is any flaw in India's GDP, as quoted by Dr. Arvind Subhramanium.

coefficient-estimates data-analysis econometrics economics gdp india r statistics

Last synced: 31 Oct 2025

https://github.com/sweta-kaundilya/911-calls-capstone-project

For this capstone project we will be analyzing some 911 call data from Kaggle.

data data-analysis data-visualization jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 28 Apr 2026

https://github.com/sweta-kaundilya/sql_projects_data_analytics

This repository contains SQL porfolio projects

data-analysis mysql-database mysql-workbench

Last synced: 10 Sep 2025

https://github.com/al-ogr/sf_pr2_job_analysis_hh_sql

SkillFactory DataScience PROJECT-2. Анализ вакансий из HeadHunter

data-analysis data-science ipynb plotly python sql

Last synced: 19 May 2026

https://github.com/devexpress-examples/web-forms-pivot-grid-calculate-running-totals

This example demonstrates how to calculate running totals in Pivot Grid for Web Forms.

asp-net-web-forms data-analysis dotnet pivot-grid pivot-grid-for-web-forms

Last synced: 08 Aug 2025

https://github.com/lmuffato/jiboia

Jiboia is a Python package for automatically normalizing and optimizing DataFrames efficiently.

data-analysis data-science dataframe normalization pandas python

Last synced: 19 May 2026

https://github.com/kakri787/alcoholism-and-grade-analysis

A mini project for university data science module where we analyzed on the relationship between alcohol consumption in students and their academic performance, making use of exploratory data analysis and machine learning techniques to see if we can predict student's grades.

data-analysis data-science data-vizualisation lasso-regression machine-learning neural-network

Last synced: 12 Apr 2025

https://github.com/apostolis-bloutsos-data/employee-data-eda

Mini EDA project on synthetic employee records using Python, pandas, and matplotlib

data-analysis eda jupyter-notebook matplotlib pandas python seaborn

Last synced: 09 May 2026

https://github.com/prathmesh2507/ctc-hackthon

A data-driven system designed to reduce overcrowding and optimize urban public transport using real-world geospatial data and intelligent simulation.

dashboard data-analysis data-visualization python streamlit

Last synced: 16 May 2026

https://github.com/datalopes1/desafio_delivery

Desafio do Clube de Assinaturas da Universidade dos Dados para simular as demandas reais de um analista de dados

data-analysis jupyter python

Last synced: 06 Mar 2026

https://github.com/joe-stifler/llm-sig-playground

This repository is a collaborative space for MSc Earth Science students at Imperial College London to experiment with and apply Large Language Models (LLMs) to real-world Earth Science problems. Follows below the persona playground link.

data-analysis earth-science llms machine-learning research-automation

Last synced: 29 Mar 2025

https://github.com/mansiikumarii/mysql

A curated collection of MySQL scripts covering DDL, DML, and DRL operations. Ideal for beginners to practice and understand core SQL concepts.

backend data-analysis data-modeling database database-integration database-management database-performance database-schema mysql mysql-admin mysql-database orm php-mysql query-optimization rdbms sql sql-query sql-script stored-procedure

Last synced: 19 May 2026

https://github.com/the-pinbo/dimensionalityredux-pca-vs-autoencoders

Comparative study of PCA and Autoencoders for effective dimensionality reduction, assessed through PSNR and SSIM metrics.

autoencoder-mnist autoencoders data-analysis dimensionality-reduction image-compression mnist neural-networks pca psnr ssim

Last synced: 13 May 2025

https://github.com/julie-fliorko/rockbuster-insights-sql-project

Data analysis using PostgreSQL to help Rockbuster Stealth LLC identify revenue trends, customer insights, and rental behavior patterns.

data-analysis postgresql sql

Last synced: 22 Jul 2025

https://github.com/georgiifirsov/educational-research-work

Educational research project on 3rd year (6th semester). Topic: ARMA models in time series analysis

arma data-analysis jupyter-notebook python time-series time-series-analysis tsa

Last synced: 27 Apr 2026

https://github.com/muneeb706/human_activity_recognition

This project performs data cleaning and data exploration steps for Human Activity Recognition Using Smartphones Data Set in R programming language.

data-analysis data-cleaning data-exploration r-programming

Last synced: 08 Aug 2025

https://github.com/beatrice-b-m/bea-tools

🐝 𝓉𝑜𝑜𝓁𝓈 𝓂𝒶𝒹𝑒 𝒷𝓎, 𝒶𝓃𝒹 𝒻𝑜𝓇, 𝒷𝑒𝒶 🐝 . ݁₊ ⊹ . ݁ ⟡ ݁ . ⊹ ₊ ݁ ⊹ . ݁ ⟡ ݁ . ⊹ ₊ ݁. ⊹ . ݁ ⟡ ݁ .⊹ . ݁ ⟡ A Python package of random functions and tools that I use regularly. Data science / analysis focused since, ya know, I'm a data scientist c:

data-analysis data-science data-visualization

Last synced: 15 Jan 2026

https://github.com/mindlessmuse666/missing-data-processing

Проект по обработке пропущенных значений в данных о пассажирах Титаника с использованием библиотек Python Matplotlib и Seaborn.

data-analysis data-visualization matplotlib missing-values-analysis missing-values-handling pandas python seaborn titanic

Last synced: 16 May 2026

https://github.com/jhrcook/protein-language-models

Experimenting with protein language model predictions

data-analysis protein-language-model variant-effect-prediction

Last synced: 28 May 2026

https://github.com/amishidesai04/interactive-data-visualisation-tool

A Java-based application leveraging JavaFX to create dynamic and interactive charts, including pie charts, bar charts, and line graphs. Ideal for visualizing various datasets, this tool offers customizable features and a user-friendly interface. Easily input and manage data, customize chart styles, and observe trends and patterns effectively.

charts data-analysis data-visualisation data-visualization-project gui java javafx visualization-tools

Last synced: 17 Apr 2026

https://github.com/sukitsubaki/screen-time-tracker

A minimalist Python tracker that records the usage time of various applications and provides insights into your computer usage habits.

application-usage data-analysis monitoring productivity python python-cli screen-time time-tracking

Last synced: 12 Apr 2025

https://github.com/andrewzgheib/football-database-analysis

Football database utilizing PostgreSQL and Pandas for data management, with PowerBI for intuitive KPI visualization

data-analysis data-visualization database pandas pgsql postgr powerbi sql

Last synced: 04 Apr 2025

https://github.com/nerooc/device-downtime-detection

Repozytorium dotyczące projektu z przedmiotu "Sztuczne Sieci Neuronowe"

data-analysis detection-model recurrent-neural-networks

Last synced: 22 Mar 2025

https://github.com/timkong21/siemens-mobility-operations-industrial-engineer-simulation

Operations Industrial Engineer job simulation with Siemens Mobility. Includes time study analysis to identify assembly bottlenecks (Task 1) and a proposed layout redesign to improve efficiency without automation (Task 2).

data-analysis forage industrial-engineering job-simulation manufacturing process-improvement production-engineering python siemens time-analysis

Last synced: 19 May 2026

https://github.com/akunna1/energy-data-analysis-unc-campus

Link to Report: https://adminliveunc-my.sharepoint.com/:w:/r/personal/tadennis_ad_unc_edu/Documents/Capstone%20Group/Final%20Report%20Draft.docx?d=wba9e7182a9b948898133e4f89def1d90&csf=1&web=1&e=fQGAfy

arcgis-pro data-analysis dplyr excel geospatial-data-analysis ggplot ggplot2 lubricants tidyr tidyverse

Last synced: 08 Aug 2025

https://github.com/lopez86/datascienceexamples

Examples of various data science & data analysis topics using various sources of data.

data-analysis data-science pandas scikit-learn tutorial visualization

Last synced: 13 Apr 2026

https://github.com/sharduljunagade/human-activity-recognition

This repository contains the code for the Assignment-1 of the course ES 335: Machine Learning 2024 at IIT Gandhinagar taught by Prof. Nipun Batra.

data-analysis data-collection decision-trees groq-api human-activity-recognition jupyter langchain-python machine-learning pandas prompt-engineering python sklearn tsfel

Last synced: 08 Apr 2026

https://github.com/nagar2nd/zomato-bangalore-analysis-tableau

Analysing restaurant data in Bengaluru to enhance customer satisfaction by optimizing the restaurant experience. The focus is on improving the popularity of different cuisines, enhancing delivery times, and boosting restaurant ratings. An interactive Tableau dashboard has been developed to help Zomato identify key areas for improvements.

data-analysis data-visualization tableau

Last synced: 05 Mar 2026

https://github.com/shubhamgoyal575/credit-card-fraud-detection

📌 Credit Card Fraud Detection using Machine Learning This project focuses on detecting fraudulent credit card transactions using machine learning models like Random Forest, XGBoost, and Deep Learning. The dataset is preprocessed to handle class imbalance, and multiple models are evaluated based on ROC AUC Score and F1 Score.

adaboost-classifier artificial-neural-networks credit-card-fraud data-analysis data-cleaning data-preprocessing data-science data-visualization deep-learning exploratory-data-analysis lightgbm machine-learning machine-learning-algorithms random-forest-classifer scikit-learn tensorflow xgboost

Last synced: 08 Feb 2026

https://github.com/swatisinghit/e-commerce-trend-analysis-for-target

An exploratory and in-depth study of the E-Commerce sales data for a Brazilian store using SQL.

bigquery data-analysis mysql sql

Last synced: 19 May 2026

https://github.com/amarlearning/exploring-the-evolution-of-linux

Data Analysis about the development of the Linux operating system by exploring its Git repository history.

cleaning-data data data-analysis data-wrangling datacamp first-commit git-history linux

Last synced: 12 May 2026

https://github.com/imnotamr/datasets-used

A comprehensive collection of datasets for machine learning and data science projects, covering topics from advertising and sales to health and sports analytics

ai classification data-analysis data-science data-visualization deep-learning jupyter-notebook machine-learning models python regression-models

Last synced: 19 May 2026

https://github.com/mulukensholaye/spark_kafka_streaming_csv

Real-time streaming data analysis pipeline with integrating apache spark's streaming library to read records from kafka topic

apache-kafka apache-spark data-analysis python3 realtime-messaging

Last synced: 19 May 2026

https://github.com/syed-amjad-ali/airbnb-listing-analysis

Analyzing AirBnB listings in Paris to determine the impact of recent regulations

business-intelligence data-analysis jupyter-notebook maven-analytics python

Last synced: 19 May 2026

https://github.com/hawmex/aut_data_and_information_analysis_project

This repository contains the files of my project for the "Data & Information Analysis" course at AUT (Tehran Polytechnic).

data-analysis data-science k-means outlier-detection python

Last synced: 19 May 2026

https://github.com/halyusa16/sql-employee-insights

This project dives into employee data to uncover actionable insights using SQL. It mimics real-world HR and business analysis tasks, from salary comparisons to workforce demographics and potential cost-cutting strategies.

data-analysis mysql sql

Last synced: 11 Apr 2025

https://github.com/devexpress-examples/wpf-pivotgrid-how-to-display-underlying-data

This example demonstrates how to obtain the records from the control's underlying data source for a selected cell or multiple selected cells.

data-analysis dotnet dxpivotgrid pivot-grid pivot-grid-for-wpf wpf

Last synced: 19 May 2026

https://github.com/samir-atra/share-lm_dataset_analysis

Analysis, studies and optimizations on the ShareLM extension dataset

data-analysis data-visualization gemma3n huggingface huggingface-transformers pandas

Last synced: 19 May 2026

https://github.com/rita94105/smart_contract_vulnerability_detector

Smart contracts are pivotal in blockchain applications but are prone to vulnerabilities that can lead to significant losses. SmartGuard: Multi-Stage Smart Contract Vulnerability Detection tackles this issue by developing a machine learning framework to identify eight vulnerability types using datasets from Kaggle and Hugging Face.

data-analysis machine-learning smart-contracts streamlit vulnerability-detection

Last synced: 01 Aug 2025

https://github.com/prakshal0809/sql-data-analysis-project

This project involves analyzing pizza sales data using SQL to address various data analysis questions, providing essential foundational to advanced SQL knowledge.

data-analysis sql

Last synced: 26 Jun 2025

https://github.com/borjamome/radiografia-madrid

Análisis de Población, Economía y Sociedad de Madrid con R.

data-analysis data-visualization madrid r

Last synced: 17 Jun 2025

https://github.com/singingsandhill/data_analysis

데이터 분석_개인 프로젝트 정리

data-analysis python

Last synced: 19 May 2026

https://github.com/jakobzmrzlikar/trg-dela

Data analysis of student job offers.

data-analysis ipython-notebook web-scraping

Last synced: 09 Aug 2025

https://github.com/rorrell/spotifyhistory

A Jupyter Notebook where I wrangle some data and plot a chart to draw some conclusions about a user's Spotify history

data-analysis data-visualisation data-wrangling jupyter-notebook python3

Last synced: 19 May 2026

https://github.com/ygalvao/uow_ai_final_project

This was my Final Project for the Artificial Intelligence Diploma program of The University of Winnipeg - Professional, Applied and Continuing Education (PACE).

data-analysis data-analytics dbscan elections k-means k-means-clustering machine-learning som som-clustering

Last synced: 10 Jul 2025

https://github.com/riborings/uranouchi42microdiversity

In this repository live the bash, R and Julia scripts used to explore the microdiversity of the prokaryotic community at Uranouchi Inlet (42-sample time-series) by means of metagenomic shotgun sequencing under the supervision of the Ogata Lab.

big-data data-analysis data-visualisation diversity-analysis marine-ecology marine-ecosystem metagenomics microbiome-analysis prokaryotic-genomes

Last synced: 29 Oct 2025

https://github.com/abhishekyadav915/data-analytics-projects

This project focuses on performing comprehensive data analysis to extract valuable insights from a given dataset. By leveraging various data manipulation, cleaning, and visualization techniques, the project aims to uncover patterns, trends, and correlations that can inform decision-making and strategy.

data-analysis data-visualization dataset

Last synced: 05 Apr 2025

https://github.com/sukhitashvili/pca_tutorial

PCA algorithm from scrach, using only matrix-vector multiplications

data-analysis data-science data-visualization machine-learning-algorithms pca

Last synced: 29 Mar 2025

https://github.com/lucashomuniz/project-15

[Dashboard] Enhancing Business Intelligence: Leveraging SQL, Python, and DAX for Strategic Insights in Sales Analysis

business-analytics business-intelligence data-analysis data-science data-visualization dax-languague machine-learning powerbi python

Last synced: 12 Jul 2025

https://github.com/samukiszhsd/alteryx-analytics

Você está trabalhando com dados de transações bancárias do Itaú e precisa fazer algumas análises para ajudar o time de auditoria a detectar padrões incomuns e possíveis transações suspeitas.

alteryx data-analysis data-structures data-visualization etl workflow

Last synced: 18 Feb 2026

https://github.com/prady2309/stock-analysis

Analysis on the stock prices of Apple, Google, Microsoft and Amazon

data-analysis data-science data-visualization python stock-market

Last synced: 19 May 2026

https://github.com/rohitha-tata/churn-predict

Churn Predict uses Machine Learning to analyze customer behavior and identify those likely to leave. It involves data preprocessing, feature selection, model training (Logistic Regression, Random Forest, XGBoost), and evaluation using accuracy and ROC-AUC. The model provides actionable insights to help businesses reduce churn and improve retention

data-analysis logistic-regression machine-learning python

Last synced: 16 May 2026

https://github.com/eve-ning/ppshift

Analyzes maps and scores from 2015

data-analysis data-mining osu osugame

Last synced: 13 Feb 2026

https://github.com/saroshfarhan/irish_hospital_data_anaysis

Irish hospital's patient discharge data for four counties analysis

data-analysis data-science data-visualization healthcare irish-data r-programming-language

Last synced: 18 Feb 2026

https://github.com/coditheck/data_analysis

Data analysis is the process of inspecting, cleaning, transforming, and modeling data in order to discover useful information, draw conclusions, and support decision making.

data-analysis python

Last synced: 17 Jun 2025

https://github.com/sebastianurdaneguibisalaya/colocaciones-de-credito-fondo-mivivienda-peru

Exploro las Colocaciones de Crédito del Fondo MIVIVIENDA S.A. entre 2018 y 2022, con un conjunto de datos descargado del Portal Nacional de Datos Abiertos del Perú. 🏠

data-analysis jupyter-notebook python

Last synced: 24 Feb 2025

https://github.com/busradeveci/odev2-branching

This project is prepared for Artificial Intelligence and Technology Academy Git GitHub Assignment 2. Using the “Wine Reviews” dataset from Kaggle, it converts wine ratings into star ratings and analyzes them.

data-analysis kaggle-dataset python wine-reviews-dataset

Last synced: 03 Oct 2025

https://github.com/arkww/matmap

Making maps from a Database and making the user guess which map is displayed

data-analysis data-science javascript python

Last synced: 24 Apr 2026

https://github.com/parthkumarmpatel/sql-exploratory-data-analysis

SQL EDA scripts for sales data warehouse — metrics, insights, and rankings from my data warehouse project.

data-analysis exploratory-data-analysis sql-server

Last synced: 26 Jun 2025

https://github.com/pooja-manjunatha/nyc_parking_violations_dbt

This project uses dbt to transform NYC parking violations data through a layered architecture: Bronze: Raw ingested data Silver: Cleaned and enriched data Gold: Aggregated tables for analytics Using DuckDB as the warehouse backend, it ensures data quality with tests and documentation. The project enables reliable analysis of parking violations

data data-analysis data-engineering dbt duckdb python sql

Last synced: 14 May 2026

https://github.com/adeebkhan25/dataset_suicide_susceptible

The "Student Suicide Risk Factors Dataset" is a comprehensive collection of data aimed at understanding and mitigating the factors contributing to student suicides.

data-analysis dataset machine-learning supervised-learning

Last synced: 24 Dec 2025

https://github.com/htsandaruvan/attrition-analytics-suite-by-hello-green

I have created a comprehensive data analytics dashboard to identify factors contributing to attrition,

data-analysis data-analytics data-visualization powerbi

Last synced: 20 Jan 2026

https://github.com/alimiheb/advwokcube-analysis

A comprehensive SSAS cube project based on AdventureWorksDW2019, featuring data cleaning, multidimensional modeling, and visualizations in Power BI and Excel.

adventureworks data-analysis excel powerbi sql-server ssas-multidimensional visualization

Last synced: 26 Jun 2025

https://github.com/nivasharmaa/friskwatch

A Java program for analyzing stop-and-frisk data from the NYPD. Features data import, organization, and statistical analysis to compare occurrences during and after policy implementation.

data-analysis data-visualization dataprocessing datascience file-io java java-oop nypd-data

Last synced: 19 May 2026

https://github.com/arkww/chinesenewspaperwordcount

Analysis the word count of Chinese characters in Simplified and Traditional Chinese characters and comparing the results

chinese-language data-analysis data-science python

Last synced: 16 May 2026

https://github.com/shellynagar27/marketing-content-performance-analysis

Analyzed 2024 social media campaign data from TikTok, Instagram, LinkedIn, and X.com using Power BI to uncover performance trends across platforms, content types, and regions. Built an interactive dashboard to drive insights on engagement, optimal posting times, and content strategy.

data-analysis data-modelling data-visualization excel figma marketing-analytics powerbi powerquery wireframing

Last synced: 26 Jun 2025

https://github.com/progati00/marketing-mix-modeling-mmm-for-marketing-budget-optimization

A Marketing Mix Modeling (MMM) project using Python to analyze channel performance, calculate ROI, and simulate marketing budget changes for better business decisions. Includes a trained Linear Regression model, ROI analytics, and a Flask API for revenue prediction.

api budget-optimization data data-analysis data-science ecommerce eda flask jupyter-notebook linear-regression machine-learning marketing-analytics marketing-mix-modeling python roi-analysis vscode

Last synced: 14 Apr 2026

https://github.com/yash22222/data-analysis-on-real-time-social-media-comments

EngageInsight analyzes user interactions in comment data. It provides insights through visualizations created using Python libraries like Pandas and Matplotlib. The project aims to uncover patterns and trends in user engagement. The visualizations provide an overview of comment lengths, the frequency of different types of replies.

data-analysis data-cleaning-and-preprocessing data-visualization matplotlib pandas pattern-recognition real-time-social-media-data seaborn trend-analysis

Last synced: 14 May 2026

Data analysis Awesome Lists
awesome-R 486 Awesome-Geospatial 1,525 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 155 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 90 Environmental-Data-Science 51 Road2R 274 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 411 Table of Contents 381 R 246 Machine Learning 243 Reading corner 196 文本数据和NLP 190 Python 180 📑 Paper List 160 Rust 143 数据可视化 133 Books 132 机器学习框架 128 图像数据与CV 115 Podcasts 110 模型的可解释性 104 ⚡ Productivity 101 超参数优化和AutoML 100 🧠 AI Applications & Platforms 96 Tutorials 94 JavaScript 92