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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/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/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/mjshubham21/ny_yellow_taxi_python_da_project

A data analysis project of New York Yellow Taxi (Feb of 2025) using Python and its libraries for analytics like : NumPy, MatPlotLib, Pandas and Seaborn.

data-analysis jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 04 May 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

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/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/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/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/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/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/svetlanam/pycon-workshop

Pycon CZ workshop: Better data analyses and product recommendations with Instagram data

data-analysis data-science martinus matplotlib pandas pycon2016 pyconcz python scikit-learn workshop

Last synced: 09 Apr 2026

https://github.com/abhigyan126/prompt2query

A Python desktop application for streamlined data analysis, enabling users to generate and execute Pandas and SQL queries with ease. Focus on reducing analysis time through an intuitive interface and efficient workflows

data-analysis data-science data-visualization database gemini generative-ai ide llm pandas pandas-interface python sql-interface

Last synced: 13 Feb 2026

https://github.com/cyberoctane29/epa-air-quality-aqi-analysis

This project involved analyzing air quality data from the EPA, focusing on the Air Quality Index (AQI). I used Python data structures like dictionaries and sets to manage and process the data, simulating real-world data analysis to assess pollution levels and their health implications.

data-analysis numpy pandas python statistics

Last synced: 10 Apr 2026

https://github.com/kevin-rsj/sectores_economicos_covid-19

Análisis Exploratorio de Datos (EDA): Comportamiento de Sectores Económicos antes, durante y después de la Pandemia de COVID-19 (2019-2022)

data-analysis financial-analysis pandemic-analysis python stock-market time-series visualization yahoo-finance

Last synced: 20 May 2026

https://github.com/ryuzen6/kaggle-series

This is a series of Machine Learning/Deep Learning Models made for practice.

artificial-intelligence data-analysis data-science deep-learning machine-learning python3

Last synced: 20 May 2026

https://github.com/ccoolbaugh/individualized_cooling_data_analysis

Matlab code to analyze data collected during a brown adipose tissue individualized cooling protocol.

brown-adipose-tissue cold-exposure data-analysis ibutton matlab skin-temperature thermoregulation

Last synced: 18 Aug 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/badranalyst/restaurant-reviews-sentiment-analysis-nlp-case-study

This project analyzes restaurant reviews using Natural Language Processing (NLP) for sentiment analysis. It covers data exploration, pre-processing (NLTK text cleaning), model building, prediction, and deployment. The goal is to predict sentiment from reviews using Python libraries such as Pandas, NumPy, Matplotlib, and Seaborn.

data-analysis data-science eda exploratory-data-analysis matplotlib-pyplot model model-building numpy pandas pre-processing predictive-modeling python seaborn

Last synced: 13 Apr 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/techshot25/graduateadmissions

Looking at the probability of being accepted in a graduate program using a machine learning model

bayesian-regression correlation-matrices data-analysis data-science linear-regression machie-learning random-forest-regression regression ridge-regression

Last synced: 25 Feb 2025

https://github.com/srinibas-masanta/hotel-revenue-analysis-dashboard

This project focuses on analyzing hotel booking data to uncover key metrics and insights that drive revenue management decisions. By creating an interactive Power BI dashboard, the project aims to improve strategic decision-making, optimize occupancy rates, and enhance overall financial performance within the hospitality industry.

business-analytics data-analysis data-science data-visualization dax-functions hospitality powerbi

Last synced: 12 Jan 2026

https://github.com/brunomontezano/digital-interventions-for-depression

📱 "Digital interventions for depressive symptoms: a randomized clinical trial" code

academia clinical-trials cognitive-behavioral-therapy data-analysis digital-health open-science smartphone-app

Last synced: 03 Oct 2025

https://github.com/kiran-kumar-k3/sales-performance-dashboard

The Sales Performance Dashboard is an interactive Python-based web application that visualizes and analyzes sales data, providing actionable insights through dynamic charts and metrics.

data-analysis python streamlit

Last synced: 20 May 2026

https://github.com/blackcub3s/msc-finalthesis

The most important programming files, code functions and data processing pipelines for the Machine learning final thesis of my Master's degree. Also, the LaTeX code of the thesis.

data-analysis latex machine-learning numpy python sklearn

Last synced: 09 Apr 2026

https://github.com/dcostachar/telco-customer-churn-dashboard

An interactive Tableau dashboard using the Telco Customer Churn dataset to analyze key drivers of customer churn and develop data-driven retention strategies for the telecommunications industry.

business-intelligence customer-churn-analysis data-analysis data-visualization marketing-analytics tableau

Last synced: 09 Mar 2026

https://github.com/archanakokate/bank_term_deposit_prediction

Build a Decision Tree classifier to predict if the client will subscribe to a Term Deposit based on their demographic and behavioral data.

data-analysis data-visualization exploratory-data-analysis machine-learning

Last synced: 14 Sep 2025

https://github.com/ifigeneiatsiflidou/popular-items-sales-analysis

Two data tasks in Python: popular items by ZIP & store sales breakdown with plots.

data-analysis matplotlib pandas

Last synced: 16 May 2026

https://github.com/gui-sitton/carsells

In this project I am an analyst on the Crankshaft List. Hundreds of free vehicle advertisements are published on the site every day. I need to study the data collected over the last few years and determine which factors influence the price of a vehicle.

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

Last synced: 20 May 2026

https://github.com/karanch10/fraudshield

FraudShield is a machine learning credit card fraud detection system that analyzes transaction attributes to identify suspicious activities in real time. Built with Python, SQL, and Django, it provides a user-friendly interface for fraud prediction using OpenBanking APIs and advanced detection techniques. Ideal for businesses and individuals.

data-analysis data-science data-visualization machine-learning python3

Last synced: 20 May 2026

https://github.com/jiteshshelke/codsoft

A repository showcasing three machine learning projects—Titanic Survival Prediction, Movie Rating Prediction, and Iris Flower Classification—completed during CodSoft's Data Science Internship. 🚀

codsoft codsoftinternship data-analysis data-science linear-regression logistic-regression machine-learning machine-learning-algorithms python

Last synced: 20 May 2026

https://github.com/tabibyte/azerbaijani-rapper-lyrics-data-analysis

Lyrics Data Analysis of Azerbaijani Rappers

azerbaijan data-analysis rappers

Last synced: 22 Jul 2025

https://github.com/RLAlpha49/AniSearch-Model

AniSearchModel leverages Sentence-BERT (SBERT) models to generate embeddings for synopses, enabling the calculation of semantic similarities between descriptions. This allows users to find the most similar anime or manga based on a given description.

anime api data-analysis data-merging embeddings flask hugging-face-datasets kaggle-datasets machine-learning manga natural-language-processing nlp python sentence-bert similarity-search

Last synced: 06 May 2025

https://github.com/patricksferraz/aqw-madrid-data-analysis

Interactive analysis and visualization of Madrid's air quality and weather data (2001-2016) using Python, Dash, and Jupyter. Features interactive maps, statistical analysis, and data visualization tools.

air-quality dash data-analysis data-engineering data-science data-visualization data-wrangling environmental-data environmental-science interactive-dashboard jupyter jupyter-notebook madrid open-data pandas plotly python statistical-analysis time-series weather-data

Last synced: 30 Jan 2026

https://github.com/alfioma/ada-xtq

🔗 Simplify data transfer with ada-xtq, a lightweight tool for seamless integration and efficient handling of data between platforms.

ada algorithms api-development artificial-intelligence automation data-analysis data-visualization docker machine-learning neural-networks open-source programming python software-development xtq

Last synced: 01 May 2026

https://github.com/panoschatzi/erythrocyte_study_statistical_analyses

R code for data transformation, analysis and visualization of experimental data, as well as for statistical analyses and quantitative simulations.

afex data-analysis emmeans ggplot2 lme4 purrr r rprogramming rstats rstudio statistics tidyverse visualization

Last synced: 04 Apr 2025

https://github.com/iwasakiyuuki/data-analysis-platform-airflow-dag

A collection of Airflow DAGs for automating data collection into our on-premises data analysis platform.

airflow airflow-dags data-analysis data-collection

Last synced: 13 May 2025

https://github.com/steviecurran/prediction-plot

Code to performs machine learning (k-nearest neighbours regression) and plot the predicted versus measured values

astrophysics c data-analysis high-redshift machine-learning pgplot python statistics tensorflow visualization

Last synced: 20 May 2026

https://github.com/jelhamm/internode-hellinger-distance-based-decision-tree

Simulations for the paper "Inter node Hellinger Distance based Decision Tree by Pritom Saha Akash, Md. Eusha Kadir, Amin Ahsan Ali, Mohammad Shoyaib"

articles data-analysis data-mining decision-tree decision-tree-classifier hddt hellinger-distance-criterion machine-learning numpy-library paper-implementations python scipy-library simulation tree-node

Last synced: 04 Apr 2025

https://github.com/ashwin331133/sql-healthcare-data

This repository contains SQL queries designed to analyze health care data. The queries focus on patient demographics, encounter costs, and flu shot statistics, aiming to provide insights into patient behavior and financial impacts. The datasets include information on patient encounters, flu shots, and hospital admissions.

data-analysis mysql sql

Last synced: 29 Oct 2025

https://github.com/ahnaf19/clean_bankingdata

Here I tried to practice simple ETL tasks. I know how to perform these tasks in SQL, here just explored my way around using pandas as well.

data-analysis data-cleaning pandas python

Last synced: 19 Apr 2026

https://github.com/lunarwhite/lake-george-viz

Geroge Lake data analysis and visualization, ANU COMP1730/6730

data-analysis python

Last synced: 01 Nov 2025

https://github.com/mfakhriazhar/housing-price-analysis

Determining the price of a house also depends on various factors such as building area, exterior quality, and amenities. This dataset provides information on properties for sale, and through Exploratory Data Analysis (EDA), patterns and key factors affecting house prices can be identified.

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

Last synced: 16 May 2026

https://github.com/stkisengese/numpy-data-fundamentals

A comprehensive collection of NumPy exercises covering array manipulation, slicing, broadcasting, random data generation, and real-world data analysis applications.

data data-analysis numpy pre-processing

Last synced: 16 May 2026

https://github.com/carlosvinimsouza/jupyter-notebook-basic

Armazenado todos os trabalhos referentes a Ciência de Dados.

data-analysis data-science programas-jupyter-notebook python

Last synced: 11 May 2026

https://github.com/nemat-al/multivariate_data_analysis

Tasks for Multivariate Data Analysis Course @ ITMO University

data-analysis multivariate-analysis python

Last synced: 20 May 2026

https://github.com/silasberger/charts-analysis

Data set collection, preprocessing and analysis of singles- and album charts

charts data-analysis data-mining data-science dataset music

Last synced: 14 Sep 2025

https://github.com/alan-oliveir/state-of-data-2022

Neste projeto faço a análise da distribuição das faixas salariais para os profissionais de nível júnior para o cargo de analista, cientista e engenheiro de dados.

data-analysis jupyter-notebook pandas-python seaborn-python

Last synced: 03 Oct 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/mboula/mboula.github.io

GitHub portfolio + interactive resume | Showcasing data projects in civil rights (housing), cannabis, and analytics

cannabis case-study civil-rights compliance dashboards data-analysis data-cleaning data-vizualization excel google-data-analytics housing open-data pattern-analysis portfolio pro-se public-data r sql tableau

Last synced: 10 Jul 2025

https://github.com/ranxi2001/predicting-mental-health-risk

数据分析案例-精神健康预测（数据来源kaggle）

data-analysis data-visualization eda

Last synced: 27 Jun 2025

https://github.com/katarinatmb/serbia-protest-analysis

This project analyzes the frequency, regional distribution, and group characteristics of protests that emerged across Serbia following the fatal collapse of the Novi Sad train station roof in November 2024. The analysis explores how different communities responded in the aftermath of the disaster, using data visualization in RStudio

data-analysis data-visualization r r-mark rstudio

Last synced: 10 Jul 2025

https://github.com/samruddhi3012/rfm-analysis

Hi there! In this project I have performed Sales Analysis (RFM Analysis) using SQL and Tableau.

data-analysis data-visualization mssqlserver rfm-analysis segmentation tableau

Last synced: 27 Jun 2025

https://github.com/colindean/allegheny_voter_reg_analysis

Allegheny County Voter Registration Analysis Tools

data-analysis data-science elections pandas polars python voting

Last synced: 16 May 2026

https://github.com/gaurav-van/data-analysis-projects

Collections of Projects that involves Data Analysis and Informed Decision Making

data-analysis database powerbi sql

Last synced: 06 Sep 2025

https://github.com/engraulleite/local-data-warehousing-with-docker

Creating a DW from 0 to hero. Starting with logical and physical modeling to valuable reports.

airbyte data-analysis datawarehouse docker etl-pipeline metabase pgadmin4 postgresql

Last synced: 01 May 2026

https://github.com/245839/automobile-analysis

Analysis of data on imported cars to the USA performed in Python using libraries for data analysis in the Jupyter environment.

data-analysis jupyter-notebook python

Last synced: 20 May 2026

https://github.com/aakk23/netflix_sql_project

This SQL project provides an analytical overview of Netflix's movies and TV shows dataset, uncovering key insights related to content types, ratings, release trends, and geographic distribution. It helps explore patterns in content availability, audience targeting, and regional preferences to support data-driven decisions.

data-analysis netflix-data-analysis postgresql sql

Last synced: 10 Apr 2025

https://github.com/vlad1343/data-visualisation

Python project showcasing interactive and static visualizations using Plotly and Matplotlib. It includes analysis of CSV, JSON, and API data, turning complex datasets into clear, insightful charts.

anova api csv-files data-analysis data-visualization json matplotlib matplotlib-pyplot pandas pandas-python plotly python3 seaborn seaborn-python

Last synced: 08 Apr 2026

https://github.com/faizantkhan/python_matplotlib

Matplotlib is a powerful Python library for creating visualizations and plots. It’s widely used for data representation, making complex information more accessible and interpretable. It offers various types of plots, including line graphs, scatter plots, bar charts, histograms, and more

data-analysis data-analytics data-engineering data-science data-visualization deep-learning graphs line machine-learning machine-learning-algorithms matplotlib matplotlib-pyplot matplotlib-python python

Last synced: 20 May 2026

https://github.com/vzamboulingame/data-portfolio

This repository showcases my projects in Python and SQL, highlighting my skills in data analysis & visualization.

data-analysis data-portfolio data-science data-science-portfolio data-science-projects data-visualization jupyter-notebook portfolio python sql

Last synced: 20 May 2026

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

TeGenX: Multilingual Text Generation App.TeGenX is a lightweight, interactive text generation application built with Streamlit. It leverages multiple pre-trained transformer models to generate text in both English and Persian.

data-analysis data-science deep-learning happytransformer huggingface nlp python stream text-generation text-generator textgeneration transformer web-application

Last synced: 25 Jan 2026

https://github.com/gabrielramirezv/rnaseq_2025_notas

Repository for RNA-seq class from the Undergraduate Program in Genomic Sciences.

data-analysis r rna

Last synced: 29 Mar 2025

https://github.com/valyaevgeorgiy/r_basic

Работа с основами среды R и тем самым изучения нового языка программирования, связанного непосредственно с анализом данных и построением графиков и диаграмм.

coding data data-analysis r rstudio

Last synced: 12 Dec 2025

https://github.com/samruddhi3012/health-care-analytics

Hi! This repo involves analyzing the Healthcare analytics using Advanced Microsoft Excel.

dashboard data-analysis data-visualization healthcare microsoft-excel pivot-chart pivot-tables vlookup

Last synced: 29 Mar 2025

https://github.com/saravanansuriya/energy-consumption-analysis

Project will analyze energy usage and greenhouse gas (GHG) emissions of Ontario's Broader Public Sector (BPS) organizations, leveraging a comprehensive database of reported data in Power Bi

data-analysis data-cleaning powerbi python-script

Last synced: 22 Mar 2025

https://github.com/datalopes1/fifa21_datacleaning

Neste projeto será feito o processo de limpeza e manipulação a partir do dataset FIFA 21 messy, raw dataset for cleaning/ exploring, que pode ser encontrado no Kaggle, com licensa CC0: Public Domain e enviado por Rachit Toshniwal.

data-analysis data-cleaning python

Last synced: 30 Apr 2026

https://github.com/dcs-training/much-ado-about-nothing-missing-data-in-research

Repo for the Much ado about nothing workshop. Go to the Readme file

data-analysis data-cleaning data-wrangling r

Last synced: 15 Jun 2025

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 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 412 Table of Contents 306 R 246 Machine Learning 243 Reading corner 196 Python 191 文本数据和NLP 190 📑 Paper List 160 Rust 146 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