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/annaanastasy/classification-project-student-grades

A machine learning project to predict students' academic performance using features like demographics, study habits, and parental involvement, achieving 74% accuracy with the CatBoost model.

catboost-classifier classification data-analysis data-visualization machine-learning-algorithms predictive-modeling

Last synced: 29 Mar 2025

https://github.com/manuelgil/vscode-data-pack

This extension pack includes the essential extensions for data analysts.

data-analysis data-science data-structures data-visualization vscode-extension

Last synced: 07 Apr 2026

https://github.com/ofir-frd/predict-success-of-a-restaurant

Apply machine learning on a restaurante database. Study and analyse the data for prediction of a successful restaurant.

data-analysis data-science machine-learning visualization

Last synced: 11 Jun 2026

https://github.com/prarthana-singh/heart-attack-prediction-model

A Machine Learning model that predicts the risk of a heart attack based on health parameters like cholesterol levels, blood pressure, BMI, smoking habits, and age. Built using Classification models, Scikit-Learn, Pandas, and Python.

classification data-analysis data-science heart-attack-prediction logistic-regression machine-learning numpy pandas python scikit-learn

Last synced: 25 Jun 2025

https://github.com/sparkerdata/hockeyshotmap

Interactive Streamlit app for NHL shot maps & player analysis. Pulls live (or demo) play-by-play data, normalizes rink coordinates, and visualizes shots with context filters (strength, period, player).

data-analysis data-visualization duckdb hockey hockey-analytics ice-hockey nhl nhl-data python sports sports-analytics

Last synced: 18 May 2026

https://github.com/robinmillford/analyzing-e-commerce-transactions---data-cleaning-cohort-analysis-and-sql

In this project, I aimed to analyze the profitability of products in an e-commerce dataset. I performed various SQL queries to extract valuable insights about product profitability, including the identification of the top 5 products with the highest profit margin, and unique combinations of brands and product lines with the highest profitability.

cohort-analysis data-analysis data-visualization excel jupyter-notebook powerbi python3 sql

Last synced: 18 May 2026

https://github.com/ivanayala96/end-to-end-business-intelligence-solution-logistics-financial-performance-dashboard

Project Overview: This project features a comprehensive Power BI solution developed for Ayala's Consultancy. It transforms raw operational data (generated via Python) into a strategic decision-making tool, managing a dataset of $7.71M in total sales and over 2,500 transactions.

anlytics bussines-report bussiness-intelligence data-analysis dax power-bi powerbi python

Last synced: 22 Apr 2026

https://github.com/venkat-023/thyroid-cancer-prediction

This project aims to develop a machine learning pipeline to predict thyroid cancer based on patient data. The dataset was sourced from multiple public repositories, cleaned, and merged to create a comprehensive dataset for modeling. Various classification algorithms were implemented, including Random Forest, Logistic Regression, K-Nearest Neighbors

data-analysis data-cleaning deep-learning ensembling-methods hyperparameter-tuning machine-learning-algorithms nueral-networks

Last synced: 17 May 2026

https://github.com/dacosmicgiant/marketing-sms-analyser

Mini project for R language SEM - V

data-analysis r shiny

Last synced: 21 Mar 2025

https://github.com/kammarah/studentdata

I created & deployed a Streamlit app to store, manage & analyze student data. 📊🎓

connection data data-analysis data-visualization deploy deployments libraries python streamlit streamlit-webapp webapp

Last synced: 18 May 2026

https://github.com/stefagnone/unsupervised-analysis-project

This project investigates the impact of video content on social media engagement using advanced analytics techniques like PCA, k-means clustering, and logistic regression. It provides actionable insights for optimizing social media strategies for Thai fashion and cosmetics retailers.

data-analysis data-visualization engagement-metrics facebook-live-sellers k-means-clustering logistic-regression marketing-insights pca-analysis python social-media-analytics

Last synced: 05 Apr 2025

https://github.com/stefagnone/data_storyboarding_visualization

Data Storyboarding and Visualization Techniques for Effective Communication

data-analysis data-visualization ggplot2-analysis r tableau-dashboards

Last synced: 05 Apr 2025

https://github.com/stefagnone/-wedding-vendor-pricing-and-customer-satisfaction-analysis

Data-driven analysis of wedding vendor pricing and customer satisfaction, with database design, SQL optimization, and cost breakdown generation.

business-intelligence cost-optimization customer-satisfaction data-analysis database-design python sql vision-board-analysis wedding-planning wedding-vendor-pricing

Last synced: 03 May 2026

https://github.com/stefagnone/moneyball_project

Data-driven analysis inspired by the Moneyball approach, identifying affordable replacements for key Oakland A's players using R and sabermetrics to support cost-effective recruitment.

baseball-statistics data-analysis data-driven-decision-making player-replacement-strategy r-programming sabermetrics sports-analytics

Last synced: 05 Apr 2025

https://github.com/rorrell/rightwhaledata

A Jupyter Notebook where I wrangle some data on right whale sightings and create a visualization

data-analysis data-visualization jupyter-notebook python3

Last synced: 11 May 2026

https://github.com/nour-zayed/shopping-trends-analytics-sql-python-power-bi

"End-to-end Shopping Trends analytics project using SQL, Python, Excel & Power BI — data cleaning, EDA, KPI generation, and interactive dashboards with DAX for actionable business insights."

business-intelligence data-analysis data-visualization dax powerbi python sql

Last synced: 18 May 2026

https://github.com/tarasbln/big-quant

Official public repository of the Berlin Investment Group (BIG) Quant Team, featuring quantitative finance research, algorithmic trading strategies, market analyses, educational materials, and open-source projects.

data-analysis education finance investment investment-club python3 quantative-finance quantative-trading quantitative-research research

Last synced: 21 Mar 2025

https://github.com/jayita11/exploring-most-streamed-songs-for-last-four-decades-eda

Perform EDA to uncover trends in streaming patterns, likes, and artists over the last four decades.

data-analysis eda hypothesis-testing matplotlib most-streamed-songs pandas python seaborn

Last synced: 07 Apr 2026

https://github.com/ahadly/sql-data-analytics-project

This repository contains a collection of SQL scripts demonstrating various analytical techniques, such as changes over time, cumulative, performance, data segmentation, part-to-whole analysis.

analytics business-analytics business-intelligence data data-analysis data-analyst data-analytics data-engineering data-science data-scientist database datascience query reporting sql sql-queries sql-query sql-server window-functions window-functions-in-sql

Last synced: 18 May 2026

https://github.com/enayar478/nomad_machine_learning_dash_app

An interactive Machine Learning app built with Dash and Plotly, developed as part of the Data Analytics Bootcamp at Le Wagon Bordeaux. It allows users to visualize data, make real-time predictions, and explore various model insights.

analytics cachetools dash dashboard-application data-analysis data-science deployment gunicorn interactive-visualization machine-learning pandas plotly plotly-dash prediction-model python python3 render scikit-learn web-application

Last synced: 02 Jan 2026

https://github.com/oshinrathor/Data-Science-Systems-and-Analytics-Projects

Dive into my Data Science Projects Repository, featuring a Spam SMS Classifier, NIA Dashboard, H1N1 Vaccine Prediction, and NYC Taxi Fare Prediction. Each project showcases my skills in data cleaning, exploratory analysis, modeling, and visualization, offering valuable insights and methodologies for data enthusiasts and practitioners.

dashboard data-analysis data-driven-decisions data-presentation data-science data-visualization dataexploration eda insights nia webanalytics

Last synced: 12 Sep 2025

https://github.com/maheera421/pandas

Implementation of essential Pandas functions.

data-analysis data-manipulation pandas-dataframes pandas-datareader pandas-python

Last synced: 17 Jul 2025

https://github.com/amr-yasser226/interactive-sales-analytics-dashboard

An interactive web-based dashboard for visualizing multinational electronics sales data. This project for the DSAI 203 course integrates a Python/Flask backend with an amCharts frontend to provide dynamic insights into product revenues, sales distribution, and employee statistics across different countries.

am5charts amcharts business-intelligence css dashboard data-analysis data-analytics data-visualization flask html javascript python sqlalchemy sqlite web-application

Last synced: 13 Apr 2026

https://github.com/sarincr/training-on-artificial-intelligence

Entree Academy 10 Days free training on Artificial Intelligence. Course will be conducted in a Blended learning way with Daily one hour online training and 3 hour project based training

artificial-intelligence artificial-intelligence-algorithms data-analysis data-science data-visualization decision-trees deep-learning deeplearning logistic-regression machine-learning machine-learning-algorithms machinelearning num numpy pandas regression scikit-learn scipy sklearn

Last synced: 10 Apr 2026

https://github.com/gagan8605/zepto_sql_analysis

This project explores and analyzes the inventory data of Zepto, a rapidly growing 10-minute grocery delivery platform in India. The dataset contains over 3,000+ SKUs across key product categories such as Fruits & Vegetables, Dairy, Beverages, Packaged Foods, and more. The analysis was performed using PostgreSQL, covering both data cleaning and bus

cleaning-data data-analysis database-management postgresql sql

Last synced: 16 Jul 2025

https://github.com/akash1070/predicting-zomato-restaurant-ratings

Perform extensive Exploratory Data Analysis(EDA) on the Zomato Dataset. Building an appropriate Machine Learning Model that will help various Zomato Restaurants to predict their respective Ratings based on certain features deploy the Machine learning model via Flask

data-analysis extratreesregressor flask linear-regression machine-learning random-forest zomato-bangalore zomato-data-analysis

Last synced: 18 May 2026

https://github.com/huynhtanphatt/diagnosing-uk-railway-performances

This project analyzes UK railway ticket and operation data to show how revenue, passenger demand, and on-time performance are connected.

data-analysis data-visualization datastorytelling python railway sql ticketing transportation

Last synced: 24 Apr 2026

https://github.com/sbera01/credit-card-approval-predictor

End-to-end Machine Learning project to predict credit card approval decisions using real-world financial features. Includes EDA, model training, and deployment-ready architecture

credit-card-approval-prediction data-analysis machine-learning python scikit-learn streamlit

Last synced: 24 Dec 2025

https://github.com/geoninja/reddit_data_analysis

Data analysis application presented at the 2016 NTC (Non-profit Technology Conference) in San Jose, CA.

data-analysis python reddit-data-analysis text-analysis

Last synced: 03 May 2026

https://github.com/shrutiijoshi/airbnb-listing-reviews

Airbnb is an online marketplace that connects people who want to rent out their homes with travelers seeking accommodations.

data-analysis matplotlib-pyplot pandas-python python seaborn

Last synced: 17 May 2026

https://github.com/dinamohsin/toman-bikeshare-data-analysis-sql-power-bi

This project involves data analysis using SQL, Power BI, and CSV datasets to extract insights and visualize key business metrics.

csv-files data-analysis data-visualization database powerbi sql sql-server

Last synced: 22 Apr 2026

https://github.com/jerinpious/house-price-prediction

This project is a machine learning-based application to predict house prices. A frontend interface has been developed using Streamlit to make the prediction process user-friendly for regular customers. The project is structured

data-analysis data-engineering data-science eda machine-learning pandas python random-forest scikit-learn streamlit

Last synced: 05 Apr 2026

https://github.com/hemangsharma/bookingdataanalysisreport

The report helps understand key trends and insights around customer bookings, pricing, and other related attributes.

analysis data data-analysis data-analytics data-visualization streamlit streamlit-dashboard

Last synced: 14 May 2026

https://github.com/zimmi48/nixpkgs-issues

Analysis on nixpkgs issue lifetime.

data-analysis github-api nixpkgs

Last synced: 10 May 2026

https://github.com/viper373/lol-dataanalytics

腾讯游戏-英雄联盟赛事20/21/22年数据综合分析预测

crawler-python data-analysis jupyter-notebook lol python spider

Last synced: 15 Jul 2025

https://github.com/vishnu-vamshii/layoffs-data-analysis-in-sql

This project focuses on the cleaning and exploratory analysis of a dataset containing layoff information. It includes data deduplication, standardization of columns, handling null and blank values, and analyzing layoffs by company, industry, country, and date. Various SQL queries are used to explore trends and patterns in layoffs over time.

data-analysis eda mysql

Last synced: 15 Jul 2025

https://github.com/sreejabethu/smart-report-analyzer

An AI-powered app to analyze and summarize Excel, CSV, and PDF reports using Hugging Face language models. Built with Streamlit.

data-analysis huggingface llm nlp pdf-analysis python question-answering streamlit summarization

Last synced: 18 May 2026

https://github.com/hosseinkarimi128/zed-one

An AI-powered assistant that analyzes CSV data using natural language queries to generate pandas code and visualizations.

ai-data-analysis automated-pandas automated-pandas-queries csv data-analysis fastapi langchain machine-learning matplotlib nlp openai pandas restful-api summarization visualization-tools

Last synced: 07 Apr 2026

https://github.com/jarrarshahid/nutrition-calculator

Simple python app to calculate nutritions in everyday meals.

data-analysis health json jupyter-notebook logic-programming python

Last synced: 15 Jul 2025

https://github.com/miusarname2/proyectos-final-analitica-de-datos

Welcome to the repository where the magic of data analytics comes to life! This is the result of our effort and creativity in the subject of data analysis at the Universidad Cooperativa de Colombia (UCC). Here we keep everything we did to analyse data, draw cool conclusions and solve the workshop we were given. 🎯📊

data-analysis data-science data-visualization pip python

Last synced: 15 Jul 2025

https://github.com/cowboymrzamo2380/json-to-excel-converter

This repository provides a tool to convert JSON data to Excel format (.xlsx). It allows you to easily transform structured JSON data into a well-organized spreadsheet for better analysis and visualization.

automation-script automation-tools data-analysis data-converter data-export data-formatting data-tools data-visualization excel excel-automation excel-converter excel-tools json json-exporter json-parser json-processing json-to-csv json-to-excel programming-tools spreadsheet-tools

Last synced: 05 Apr 2025

https://github.com/zulfachafidz/green_horizon_forecasting_peak_organic_avocado_sales_with_the_prophet_algorithm

The Green Horizon Project leverages the Prophet algorithm to predict peak sales of organic avocados, supporting the campaign "APEAM GO ORGANIC." Using Python and Looker Studio, this analysis aims to provide deep insight into sales trends and potential, forming the basis of smarter marketing strategies.

algorithm algorithms analytics data data-analysis data-engineering data-mining data-science data-visualization forecasting machine-learning machine-learning-algorithms prophet-model python python-script

Last synced: 17 May 2026

https://github.com/benmar2406/rent-in-germany

Interactive visualizations and maps depicting topics around rent prices and income in Germany built with Svelte.

charts d3 d3-visualization d3js data-analysis data-visualization gis gis-data infographic infographics map mapbox mapbox-gl mapbox-gl-js mapboxgl svelte

Last synced: 26 Mar 2025

https://github.com/evanwporter/sloth

Faster Pandas Dataframe

cython data-analysis dataframe pandas

Last synced: 14 Mar 2025

https://github.com/virajbhutada/diamond-price-estimator

This project develops a predictive model to estimate diamond prices based on characteristics like carat, cut, color, and clarity. It covers data preprocessing, feature engineering, model selection, training, and evaluation. The final product is a web app where users can input diamond attributes to get accurate and instant price predictions.

cross-validation css data-analysis data-science-projects data-visualization eda feature-engineering html hyperparameter-tuning jupyter-notebooks machine-learning ml-algorithms model-deployment model-selection performance-optimization predictive-modeling python python-app user-interface

Last synced: 14 Apr 2026

https://github.com/cyberoctane29/noaa-lightning-analysis

This project explores lightning strike data from the National Oceanic and Atmospheric Administration (NOAA) to identify seasonal trends and analyze strike frequency across months. It demonstrates data manipulation, aggregation, and visualization using Python, providing insights into lightning activity patterns.

data-analysis data-science data-visualization eda python

Last synced: 20 Apr 2026

https://github.com/priyanshubiswas-tech/farmlab-report-and-case-study-iot

This project was developed through live interviews and case studies with farmers in the year 2023 to address key agricultural challenges. The device provides real-time farm insights for better decision-making. Future plans include a digital portal, increased range, more sensors, and improved design. Open to collaboration!

arduino-ide c case case-study data data-analysis iot iot-device serialization

Last synced: 15 Jul 2025

https://github.com/theo-jenkins/fmri-brain-scan-analyser

MATLAB toolkit for reading, analysing and simulating rs-fMRI brain scans in .nii format.

algorithms data-analysis data-visualization fmri-data-analysis matlab neuroimaging

Last synced: 15 Jul 2025

https://github.com/lanzafame/polycarp

[WIP] Subset operations on latlon data read from CSVs

data-analysis geospatial wip

Last synced: 12 Jan 2026

https://github.com/clarajacintho/ig4-ds

The final project for the Multidimensional Data Analysis and Data Mining courses, where we analyze data from motorcyclists to determine what causes accidents

data-analysis data-science shiny-apps

Last synced: 11 May 2025

https://github.com/saadhaniftaj/logistic--lasso-regression-data-analysis

Iris dataset analysis with logistic and Lasso regression, using coordinate descent for feature selection and binary classification. Includes preprocessing and data visualizations

data-analysis lasso-regression-model logistic-regression python statistics

Last synced: 18 May 2026

https://github.com/caesaredia/chicago-taxi-data-insights

Exploratory data analysis and hypothesis testing on Chicago taxi trip data to uncover patterns in demand and the effects of rainy weather on travel time.

chicago data-analysis data-visualization exploratory-data-analysis hypothesis-testing python statistical-analysis taxi-trips weather-analysis

Last synced: 17 May 2026

https://github.com/bonelesswater/tradingbot

This project is a web application for a trading bot that displays financial data and indicators. It includes functionality for researching financial data, displaying market indicators, and more.

ai azure css d3 data-analysis django html javascript jquery materializecss python stock-market

Last synced: 30 Dec 2025

https://github.com/thoratstuti/power-bi-dashboards-for-finance-analysis

Power BI can group and gather information from multiple systems to present the whole picture of business data analytics in one “single view”. It made the staff of the financial institution work in a collective digital platform, where they can compute and share relevant data.

data-analysis data-visualizations excel graph pie-chart powerbi

Last synced: 07 Mar 2026

https://github.com/steviecurran/multi-dish

Scripts to reduce data from large radio telescopes (GMRT, VLA)

data-analysis interferometer pipeline radio-astronomy telescopes

Last synced: 09 May 2026

https://github.com/percival33/machine-learning-engineering

Uni project about enhancing fictional music streaming service, by developing machine learning models to generate popular playlists

data-analysis data-science machine-learning python

Last synced: 14 Jul 2025

https://github.com/simranrayait51/internshala-ds-projects

Projects from the Internshala Data Science course, showcasing my skills in Excel, SQL, Python, and Tableau for data manipulation, analysis, and visualization.

data-analysis data-science data-visualization excel internshala-project pgc postgresql python sql tableau

Last synced: 17 May 2026

https://github.com/ljadhav25/django-data-analyzer

Django Data Analyzer is a web application built using the Django framework, designed to streamline data analysis tasks. Users can upload CSV files containing data for analysis. The application utilizes the powerful data manipulation capabilities of Python libraries like pandas and numpy to perform various analyses on the uploaded data.

data-analysis data-visualization django-application matplotlib numpy pandas python seaborn

Last synced: 01 Mar 2026

https://github.com/guilherme-marcello/r-data-analysis-piechart

Reading RDS files, processing and presentation in pie charts

data-analysis data-visualization pie-chart r

Last synced: 13 Jul 2025

https://github.com/lucycatherine/healthinsuranceproject

This repository contains a machine learning project that analyzes the factors influencing health insurance charges, such as age, smoking status, and medical conditions.

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

Last synced: 18 May 2026

https://github.com/jhermienpaul/google-data-analytics-program

Hands-on learning materials from the 8-course Google Data Analytics Professional Certificate program, covering foundational data skills, tools, and real-world business problem-solving

bigquery dashboard data-analysis data-analytics data-modeling data-storytelling data-visualization data-wrangling descriptive-analytics diagnostic-analytics etl-pipeline r-programming rstudio sql tableau

Last synced: 13 Jul 2025

https://github.com/gui-sitton/y.music

In this project I compared the musical preferences of the citizens of Springfild and Shelbyville. I examined real Y.Music data to test hypotheses and compare the behavior of users in these two cities.

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

Last synced: 18 May 2026

https://github.com/niniola-creator/niniola-creator

This is a repository that I have created to show my skills, share my projects and track my progress in my data science/web development journey.

bootstrap5 css3 data-analysis data-science data-visualization database html5 javascipt javascript matplotlib pandas powerbi python spreadsheets sql

Last synced: 07 Apr 2026

https://github.com/myktorijus/retention-cohort

Extracted cohort data using SQL in BigQuery focusing on weekly retention from week 0 to week 6

bigquery data-analysis data-visualization powerbi sql

Last synced: 13 Jul 2025

https://github.com/sadratehranian/pem-fuel-cell

The methodology section details the use of Python for data processing and analysis, employing statistical and machine learning-based anomaly detection techniques to identify potential issues in fuel cell stacks. It emphasizes data preprocessing, feature engineering, exploratory data analysis (EDA), and anomaly detection.

anomaly-detection data-analysis data-science data-visualization exploratory-data-analysis feature-engineering fuel-cell machine-learning preprocessing python statistical-analysis visual-studio-code

Last synced: 26 Mar 2025

https://github.com/syarwinaaa09/exploring-nyc-public-school-test-result-scores

📊 analyzing NYC school test scores with python 🐍 to spot top performers 🏆 & trends 📈

data-analysis education pandas python visualization

Last synced: 06 May 2026

https://github.com/yashpaneliya/bank-loan-default-analysis

Analyze and understand the driving factors (or driver variables) behind loan default, i.e. the variables which are strong indicators of default.

data-analysis loan-default-analysis matplotlib numpy pandas python

Last synced: 06 May 2026

https://github.com/erick957/saleprice-prediction-dataset-analysis-and-cleaning-advance-regression

🏠 Predict house prices using advanced regression techniques with this comprehensive analysis and cleaning project, from data loading to model deployment.

data-analysis data-science eda google-colab machine-learning numpy pandas python scikit-learn scikit-learn-python

Last synced: 06 May 2026

https://github.com/deanlogan/data-analysis-course

Code created when completing the Data Analysis with Python Course on freecodecamp.org

course data-analysis numpy pandas python python3

Last synced: 06 May 2026

https://github.com/drill-n-bass/dealavo-project

Cartesian product from dictionary to list of dictionaries and faster methods for finding index than the `index` method.

data-analysis data-analysis-python matplotlib pandas python python3 random timeit

Last synced: 06 May 2026

https://github.com/josepablodmg/python--linear-regression-advertising

A linear regression analysis to predict sales based on advertising spending across TV, radio, and newspaper channels. The project includes exploratory data analysis, model training, coefficient visualization, and residual analysis.

advertising data-analysis exploratory-data-analysis linear-regression machine-learning python regression scikit-learn visualization

Last synced: 06 May 2026

https://github.com/korniichuk/pydatan-homework

Python Data Analysis course homework

course data-analysis data-analysis-python python python3

Last synced: 06 May 2026

https://github.com/karlyndiary/coffee-shop-sales-analysis

Comprehensive analysis of coffee shop sales utilizing Pandas for data cleaning and exploratory data analysis (EDA), complemented by Streamlit for creating interactive data visualization dashboards.

data-analysis data-cleaning data-preprocessing data-visualization eda pandas streamlit streamlit-dashboard

Last synced: 07 May 2026

https://github.com/badranalyst/exploratory-data-analysis-on-salaries-dataset

Performing EDA on a dataset related to salaries, exploring relationships between factors like job titles, industries, and locations. Insights are visualized with plots to identify trends and disparities in salary data.

data-analysis dataset eda exploratory-data-analysis pandas python

Last synced: 07 May 2026

https://github.com/rohansoni45/whatsapp-chat-analysis

This project involves analyzing WhatsApp chat data to extract valuable insights. Using Python and various libraries like Pandas and Matplotlib, the project processes and visualizes chat statistics such as message frequency, most active participants, and sentiment analysis.

chat-analysis data-analysis data-science matplotlib pandas python sentiment-analysis streamlit visualization web-app word-cloud

Last synced: 07 May 2026