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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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

https://github.com/leabrodyheine/ml-kaggle-cirrhosis-data

This project showcases skills in machine learning, data preprocessing, and model evaluation using Python libraries such as scikit-learn, XGBoost, and Optuna. It involves implementing various machine learning models, handling imbalanced data, and employing imputation techniques to enhance model performance for predicting cirrhosis outcomes.

data-analysis data-pre imbalanced-data imputation machine-learning optuna pipeline scikit-learn xgboost

Last synced: 14 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/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/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/rajesh9943/visualizing-global-development-trends-an-animated-analysis-of-life-expectancy-and-fertility-rates

To clean and analyze data to find trends in global population, fertility, and life expectancy from 1960 to 2016. This idea was inspired by hans rosling . To analyze the data, I used a scatter bubble chart, which clearly shows how's the population increased and the fertility rate decreased from 1960 to 2016.

data-analysis data-cleaning-and-preprocessing data-exploration expolatory-data-analysis identify-patterns reporting vizualisation

Last synced: 08 Oct 2025

https://github.com/s-narasimman/zepto_inventory_sql_data_analysis

This project focuses on data cleaning, exploration, and analysis of product information from the Zepto dataset using SQL. It provides actionable insights into pricing, stock availability, discounts, and category-level performance.

aggregation categorization csv data-analysis data-cleaning kaggle postgresql sql zepto

Last synced: 16 May 2026

https://github.com/deborangueira/campeonado_kaggle_2025

Desenvolvimento de um modelo de machine learning para prever o sucesso de startups. O objetivo é identificar quais empresas têm maior probabilidade de se tornarem casos de sucesso no mercado.

computacao data-analysis desafio kaggle modulo3 ponderada

Last synced: 16 May 2026

https://github.com/pabi1234810/data_analysis_zepto

A comprehensive SQL-based business intelligence solution for analyzing grocery store product data, inventory management, and pricing strategies. This project demonstrates end-to-end data analysis workflow from raw data exploration to actionable business insights.

analytics csv data-analysis data-science database excel kaggle kaggle-dataset mathematics pgadmin4 sql utf-8 zepto

Last synced: 01 Nov 2025

https://github.com/alinababer/data-science-and-insight-agent-rag-llama3-lava-llm

Data-Science-and-Insight-Agent-RAG-LLama3-Lava-LLM-Django-WebApplication is an advanced AI-driven chatbot designed to assist in data science, document analysis, and image interpretation. This repository contain the Datascience Agent of this project.

artificial-neural-networks classifcation data-analysis data-engineering data-visualization datascience large-language-models llama2 lstm machine-learning python random-forest regression

Last synced: 01 Jan 2026

https://github.com/an0n1mity/spamclassifiereval

A repository for evaluating the misclassification rate of spam classification models using a threshold-based approach.

data-analysis machine-learning natural-language-processing python-programming spam-classification text-classification

Last synced: 02 Nov 2025

https://github.com/jakobzmrzlikar/pca-on-genomes

An analysis of human genome mutations from different populations.

data-analysis genome-analysis pca-analysis

Last synced: 16 May 2025

https://github.com/edanur-y/abalone-age-prediction-with-regression-models

Comparing the performances of simple linear, multiple linear, multi-layer perceptron and k-nearest neighbors regressions on abalone data to predict the age.

data-analysis hyperparameter-tuning missing-values-analysis outlier-analysis python recursive-feature-elimination

Last synced: 20 May 2026

https://github.com/ksharma67/eda-on-ipl

In this python notebook, analysis of IPL matches from 2008 to 2020 is done using python packages like pandas, matplotlib and seaborn.

data-analysis data-science eda matplotlib numpy pandas python seaborn

Last synced: 07 May 2026

https://github.com/rajesh9943/web-scraping-analysis-of-top-us-company-revenue-growth-in-2023

Explore the landscape of US business growth in 2023 with our dynamic project, 'Web Scraping for US 2023 Revenue Growth.' Utilizing advanced web scraping techniques, we unveil insights into the top companies driving economic expansion.

cleaning-data data data-analysis data-visualization manipulation numpy pandas pre-fill

Last synced: 16 Aug 2025

https://github.com/manish506/loan-approval-prediction

Explore predictive modeling in this project by applying classification techniques to a loan approval dataset. Analyze and preprocess the data, then use models like K-Nearest Neighbors, Random Forest, SVC, and Logistic Regression to predict loan outcomes. Gain insights into approval factors and enhance prediction accuracy.

classification classification-models data-analysis data-science jupyter-notebook loan-approval-prediction machine-learning predictive-analytics predictive-modeling project python

Last synced: 19 Jan 2026

https://github.com/adrianlardies/multi-asset-financial-analysis

Comparative analysis of bitcoin, gold and S&P 500 in relation to macroeconomic indicators (VIX, interest rate, CPI). We explore the evolution of a $100 monthly investment in these assets, presenting visualizations to evaluate their performance and potential as financial diversification tools.

data-analysis data-science matplotlib pandas python seaborn

Last synced: 09 May 2026

https://github.com/hemant-kumar786/heart-disease-prediction

Heart Disease Analysis project in RStudio using statistical methods and data visualization. Includes data cleaning, exploratory data analysis (EDA), correlation study, and insights on key health indicators influencing heart disease.

correlation-study data-analysis data-visualization eda healthcare heart-disease r rstudio statical-analysis

Last synced: 02 Nov 2025

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

Exploring Madrid: A Data-driven Analysis with R 🐻🌳

data-analysis data-visualization madrid r

Last synced: 26 Mar 2025

https://github.com/borjamome/top-goleadores

Mejores delanteros en Europa según los datos

data-analysis data-visualization football-analytics r

Last synced: 26 Mar 2025

https://github.com/erseco/ugr_tratamiento_inteligente_datos

Repositorio de trabajo de la asignatura Tratamiento Inteligente de Datos del Máster en Ingeniería Informática de la Universidad de Granada (UGR)

data-analysis data-mining ugr

Last synced: 26 Apr 2026

https://github.com/errea/vet_clinic_database

For this project you need special preparation. As the goal of this project is to solve some performance issue, first we need to introduce those issues. In order to do that, you will populate your database with a significant number of data.

data data-analysis data-structures data-visualization database

Last synced: 21 May 2026

https://github.com/kashirin-alex/thither.direct-onamove

an android skeleton-example application for using data from Thither.Direct platform on mobile applications

android-application data data-analysis data-structures data-visualization mobile-development mobility query research-data-management

Last synced: 27 Apr 2026

https://github.com/habiburrahman-mu/data-wrangling

Data Wrangling is the process of converting data from the initial format to a format that may be better for analysis.

data-analysis data-mining data-science

Last synced: 21 May 2026

https://github.com/andersoncrs/regularizacion_lasso_en_modelos_de_regresion_lineal

Este repositorio contiene un análisis detallado sobre la implementación de la regularización Lasso en modelos de regresión lineal para predecir el precio de vehículos. Se parte de un conjunto de datos limpio y se aplican diversas transformaciones y modelados para mejorar la precisión de las predicciones.

data-analysis data-science data-visualization jupyter-notebook linear-regression regularization-methods seaborn sklearn

Last synced: 16 May 2026

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

This course will introduce you to regression and linear mixed-effects models (LMMs). It will help to develop your theoretical understanding and practical skills for running such models in R. Go to the readme file

data-analysis r rmarkdown statistics

Last synced: 25 Feb 2025

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

This repository host the material connected to a training developed by Dave Elsmore (Edina) for CDCS. Go to the readme file

data-analysis data-wrangling databases sql

Last synced: 10 Jun 2026

https://github.com/teja-1403/forage-tata-data-visualisation-empowering-business-with-effective-insights

This repository contains solutions to the 4 different tasks that must be performed during the Data Visualisation: Empowering Business with Effective Insights virtual internship provided by TATA via Forage.

analysis-and-reporting analytics analytics-and-decision-science charts communications dashboards data-analysis data-cleanup data-interpretation data-storytelling data-visualizations graph insights power-bi visual-basic visualizations

Last synced: 18 Feb 2026

https://github.com/daniel-jcvv/daniel-jcvv

👨‍💻 Data Engineer | 3+ years enterprise experience with Telcel & Citi Banamex Develop ETL pipelines, data governance, and cloud solutions. Building scalable data architectures and automated workflows for Fortune 500 clients. Tech Stack: Python, SQL Server, Oracle, Apache Airflow, PySpark

agentic-ai apache-airflow apache-kafka apache-spark automation business-intelligence citi-bank-apis data-analysis data-engineering data-lake data-warehouse etl-pipeline medallion-architecture mlops n8n-workflow python rag sql-server

Last synced: 15 Apr 2026

https://github.com/mvharsh/blinkit-sales-dashboard

An interactive Power BI dashboard visualizing Blinkit's sales performance across outlets, item types, and customer ratings for strategic insights.

blinkitdashboard data-analysis data-visualization powerbi

Last synced: 25 Jan 2026

https://github.com/shafaq-aslam/data-gathering

A hands on collection of notebooks exploring multiple techniques of data gathering, from reading CSV, Excel, JSON, and SQL files to exporting data in various formats and fetching real time data through APIs. This repository documents my complete learning journey of data ingestion, preparation, and extraction for data analysis workflows.

api data-analysis data-export data-gathering data-import data-science jupyter-notebook machine-learning pandas python python3

Last synced: 21 May 2026

https://github.com/as16082023/global-electronics-retailer

Analyzed Maven Electronics' performance data to identify factors driving revenue decline since 2020.

advanced-excel data-analysis data-visualization

Last synced: 03 Feb 2026

https://github.com/anonymo2239/big-data-churn-analyzer

Scalable customer churn prediction using PySpark. Includes EDA, feature engineering, modeling, and real-time inference on new data.

big-data churn-analysis churn-prediction classification-algorithm data-analysis data-science data-visualization modeling pyspark

Last synced: 21 May 2026

https://github.com/gui-sitton/bank-loans

In this project I will prepare a report for a bank's loan division. I find out whether a customer's marital status and number of children have an impact on loan default, as well as other factors

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

Last synced: 21 May 2026

https://github.com/abhipatel35/moviematcher-movie-recommender-system

A robust movie recommendation system using the MovieLens dataset, employing Collaborative Filtering, Matrix Factorization, and Hybrid Models to enhance recommendation accuracy and diversity.

collaborative-filtering content-based-filtering data-analysis eda hybrid-models machine-learning matrix-factorization movie-recommendations movielens-dataset python recommender-system surprise-library

Last synced: 21 May 2026

https://github.com/tapas-gope/pizza-sales

This project analyzes Pizza Sales Data to provide insights into customer preferences and sales performance. Key metrics include total revenue, orders, and average order value, with a breakdown by pizza category and size. The dashboard identifies peak sales periods and top-selling items, supporting data-driven business decisions.

business-intelligence dashboard data-analysis data-visualization dax powerbi sales-analysis

Last synced: 02 Jan 2026

https://github.com/kaushik-puttaswamy/food-delivery-time-prediction-using-machine-learning

The Food Delivery Time Prediction Model estimates delivery times using regression algorithms, with XGBoost as the best performer, and is deployed as a real-time application via Streamlit.

data-analysis data-science delivery food-delivery geolocation machine-learning modeldeployment predictive-modeling python realtimeproject regression-models streamlit xgboost

Last synced: 16 Apr 2026

https://github.com/shivani8136/bellabeat-smart-device-data-analysis

This project analyzes smart device fitness data to uncover insights into user behavior, engagement, and wellness patterns. Conducted for Bellabeat, a high-tech company specializing in health-focused smart products for women, this analysis supports strategic decisions around product development and feature prioritization.

data-analysis data-visualization r-programming-language

Last synced: 08 Feb 2026

https://github.com/mikhaelmounay/salty-med

Salty Mediterranean - Grade 12 Data Analysis & Visualization Capstone Project

data-analysis data-visualization

Last synced: 02 Feb 2026

https://github.com/touradbaba/multi-page_dash_application

This repository contains a Multi-Page Dash Application designed to provide interactive visualizations of geo-spatial data, focusing on population and GDP. The app offers insights into demographic and economic trends through interactive maps and various types of charts. It is built with Python, using Plotly and Dash, and is deployed on Heroku.

dash dashboard data-analysis data-visualization exploratory-data-analysis heroku-deployment plotly pythonanywhere

Last synced: 27 Jul 2025

https://github.com/balajimohan18/power-bi-visualization-project

This repository contains Visualization Projects which is visualized through Power BI Software, by using the visualization we can gain multiple insights and strategies which helps to develop the business for gaining high profit margins and by the insights we can reduce damages by accidents & calamities.

data-analysis data-cleaning data-science data-visualization exploratory-data-analysis microsoft-excel microsoft-power-bi microsoft-powerpoint powerbi powerbi-visuals powerpoint-slides

Last synced: 08 Mar 2026

https://github.com/kheriberto/logistic_regression_project

A project that analyses dummie data from an advertising company using logistic regression

data-analysis logistic-regression pandas python scikit-learn seaborn

Last synced: 08 Apr 2026

https://github.com/hayatiyrtgl/cryptocurrency_time_series_rnn

Python script for training a Simple RNN model on cryptocurrency price data to predict future prices, including data exploration and evaluation

data-analysis data-science data-visualization keras pandas pandas-python prediction predictive-modeling python python-script rnn rnn-tensorflow tensorflow time-series time-series-analysis

Last synced: 08 Apr 2026

https://github.com/l0rd-inquisit0r/data-analytics

A repository of data analytics implementations in Python

ai data-analysis data-analysis-python data-analytics

Last synced: 18 Jun 2025

https://github.com/ejw-data/tableau-drug-study

Brief analysis of drug treatments that were also analyzed with pandas

data-analysis tableau

Last synced: 02 Jan 2026

https://github.com/saidulalimallick04/smart-traffic-violation-pattern-detector-dashboard

This project is a Streamlit web application designed to analyze traffic violation data. It provides a user-friendly interface to explore, visualize, and gain insights from traffic violation datasets. Users can upload their own data, perform analysis, and view summaries and trends.

dashboard data-analysis data-visualization internship-project pandas python smart-traffic streamlit

Last synced: 18 Apr 2026

https://github.com/faizantkhan/automated-eda

This repository showcases tools for automatic Exploratory Data Analysis (EDA) in Python. These tools help you quickly understand your datasets and generate insightful reports.

automatic automation autoviz data-analysis data-analysis-python data-science data-visualization dtale dtale-library eda exploratory-data-analysis ml pandas pandas-profiling python python-library sweetviz

Last synced: 18 Apr 2026

https://github.com/anamakarevich/suicide_rates_factors

Female suicide rates analysis for Udacity Hacathon

data-analysis data-cleaning linear-regression suicide

Last synced: 21 May 2026