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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/amoghkori/working-with-apache-spark-mllib

Implemented Apache Spark MLLib to analyze a large car dataset, predict car selling prices, and gain insights into the car market.

amazon-web-services data-analysis data-visualization exploratory-data-analysis linear-regression machine-learning model-selection pyspark python random-forest sagemaker spark

Last synced: 13 Apr 2026

https://github.com/sun-lab-nbb/sl-shared-assets

A Python library that stores assets shared between multiple Sun (NeuroAI) lab data acquisition and processing repositories.

data-analysis data-collection data-processing experiment sunlab

Last synced: 10 Mar 2026

https://github.com/ireneflorez/nypd-mvc

Analysis of NYPD Motor Vehicle Collisions

basemap data-analysis folium jupyter-notebook matplot pandas python

Last synced: 08 May 2026

https://github.com/first-coding/smart_analysis

Smart Analysis is an AI-powered data analysis tool that leverages large language models (LLMs) to generate SQL queries from natural language prompts. Upload CSV files, explore the data schema, and retrieve insights with ease. The system ensures error correction in SQL queries, delivering detailed reports and visualizations in a streamlined workflow

data-analysis llm openai prompt-engineering python

Last synced: 08 Mar 2025

https://github.com/benami171/ml_knn_decision-trees

A ml implementation comparing Decision Trees and k-Nearest Neighbors (k-NN) algorithms for Iris flower classification. Features comprehensive analysis of different approaches including brute-force and entropy-based decision trees, along with k-NN using multiple distance metrics.

classification cross-validation data-analysis decision-trees iris-dataset k-nearest-neighbours machine-learning nearest-neighbors python

Last synced: 30 Jun 2025

https://github.com/deliprofesor/joblocationmapper

JobLocationMapper is a Python tool that visualizes job listings on an interactive map. It uses city and state data to place job markers accurately and color-codes them by occupation (Software, Marketing, Design). The map clusters markers for better organization, and users can click on them to view job details.

clustrered-markers data-analysis data-visualization folium geocoding geographical-visualization interactive-map job-listings map-visualization pandas python

Last synced: 14 May 2026

https://github.com/vedantshi/coffee-sales-dashboard

This project analyzes coffee sales data using Excel, featuring data cleaning, trend analysis, and an interactive dashboard. Key insights highlight top-performing products, regional sales trends, and seasonal patterns. Recommendations focus on marketing strategies and inventory optimization. Future plans include Power BI integration for visuals.

business-insights data-analysis data-visualization excel-dashboard pivot-tables sales-trends

Last synced: 05 Jan 2026

https://github.com/harshindcoder/salifort_motors_project

This people analytics project analyzes factors influencing employee turnover and predicts whether an employee is likely to leave. It aims to uncover patterns behind departures, helping Salifort improve retention, workplace culture, and professional growth strategies.

data-analysis data-science data-visualization hr-analytics machine-learning tree-models

Last synced: 02 May 2026

https://github.com/chanmeng666/advanced-neural-network-applications

Practical implementations of perceptron and linear neuron models for classification and regression, with mathematical analysis and visualizations in Jupyter notebooks.

classification data-analysis data-science educational gradient-descent jupyter-notebook linear-neuron machine-learning matplotlib neural-network neural-networks numpy perceptron python regression

Last synced: 03 May 2026

https://github.com/ljadhav25/data-engineering-poc

This repository contains a beginner-level Data Engineering Proof of Concept (POC) project designed for practice. The objective is to provide hands-on experience with data engineering concepts, including data extraction, transformation, loading (ETL), and basic data analysis. This project is ideal for those looking to build foundational skills in da

data-analysis etl matplotlib numpy pandas python

Last synced: 13 Apr 2026

https://github.com/mohit01chugh/edu_sql_analysis

SQL queries used to analyze student data.

data-analysis database education plpgsql postgresql sql

Last synced: 17 May 2026

https://github.com/DCS-training/IntroToStatistics

This is a repository which contains all the materials to be used in the introduction to statistics course. Go to the readme file

data-analysis r rmarkdown statistics

Last synced: 25 Apr 2025

https://github.com/jedrzej-wydra/data-analysis-pro

Professional Data Analyst Exam by DataCamp

data-analysis datacamp r

Last synced: 23 Mar 2025

https://github.com/haonamnguyen/costumer-shopping-trends-analysis

This project analyzes a synthetic dataset of customer shopping behavior to see key trends and insights. Using SQL and Tableau, the analysis focuses on customer demographics, purchase patterns, and preferences, including age distribution, payment methods, shipping types, and top product categories.

data-analysis data-visualization sql tableau

Last synced: 05 Jan 2026

https://github.com/adithya17-star/ai-powered-fraud-detection

An AI-powered fraud detection system using machine learning algorithms to identify suspicious transactions and provide interactive visualizations for financial security.

dashboard-visualization data-analysis finance-technology fintech flask fraud-detection machine-learning python security transaction-monitoring

Last synced: 02 May 2026

https://github.com/omnipotence-eth/manufacturing-quality-analytics

SQL + Python pipeline for semiconductor NCR analysis — supplier performance, defect Pareto, yield trends

analytics data-analysis etl manufacturing matplotlib pandas postgresql python quality sql

Last synced: 11 Apr 2026

https://github.com/malucor/livros

Programa em Python para fazer uma análise de dados sobre livros, a partir de um arquivo Excel.

analise-de-dados book books bookshelf data-analysis ipynb jupyter-notebook livro livros python

Last synced: 16 May 2026

https://github.com/aksoni07/movie-recommendation

A hybrid movie recommendation system designed to deliver personalized and accurate suggestions by combining user preferences, item attributes, and collaborative patterns, ensuring a seamless and engaging experience.

clustering content-based-filtering data-analysis embeddings jupyter-notebook numpy ollaborative-filtering pandas personalization python recommendation-systems scikit-learn user-item-interactions

Last synced: 11 Apr 2026

https://github.com/27ahmad/ibm-data-science-capstone

The Capstone is the final course in the IBM Data Science Professional Certificate program. It's a project that combines all the skills and knowledge you've gained throughout the specialization.

data-analysis data-science folium-maps machine-learning plotly-dash python sql

Last synced: 26 May 2026

https://github.com/mr-chang95/udacity_movie_project

Movie Data Analysis and Visualization Project for Udacity's Data Analyst Program. Using Python in Jupyter Notebook.

data-analysis data-visualization jupyter-notebook movie python

Last synced: 13 Apr 2026

https://github.com/pinedah/sleep-data-analysis-exercise

Análisis de un dataset médico sobre el sueño, explorando duración, calidad y factores relacionados. Incluye limpieza de datos, EDA y visualizaciones con Python (pandas, numpy, matplotlib, seaborn, scipy).

data-analysis data-science escom numpy pandas python school-project scipy

Last synced: 13 Apr 2026

https://github.com/archanakokate/eda_amazon_products_and_discounts_2023

Exploratory Data Analysis (EDA) on Amazon's 2023 Products and Discounts data

data-analysis data-mining data-visualization exploratory-data-analysis

Last synced: 03 Jan 2026

https://github.com/felinjob/ibm-applied-data-science-capstone

Este projeto, parte da especialização IBM Data Science Professional Certificate, prevê o sucesso do pouso do Falcon 9 da SpaceX. Usando dados da API da SpaceX e Web Scraping, o projeto inclui análise de dados e Machine Learning para gerar insights sobre os lançamentos.

data-analysis data-science data-visualization ibm jupyter-notebook machine-learning numpy pandas python scikit-learn seaborn sql

Last synced: 11 Apr 2026

https://github.com/ascender1729/leetcode_scraper

Extract topic tags from LeetCode problems to streamline interview preparation.

beautifulsoup coding-interview data-analysis graphql leetcode python scraper web-scraping

Last synced: 20 Jun 2026

https://github.com/busradeveci/student-performance-prediction

A machine learning project to predict student exam performance based on academic, social, and personal features. Built with Python and scikit-learn.

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

Last synced: 25 Apr 2025

https://github.com/amishidesai04/emergency-calls-data-analysis-project

Welcome to the Emergency Calls Data Analysis project repository. This project is dedicated to extracting, processing, and visualizing data from the "Emergency – 911 Calls, Montgomery County" dataset, sourced from Kaggle. The main objective is to analyze trends in emergency calls in Montgomery County, Pennsylvania, spanning multiple years.

analysis data-analysis data-extraction data-processing data-science data-visualization numpy pandas python seaborn

Last synced: 02 May 2026

https://github.com/danpoynor/python-number-guessing-game-with-stats

A number guessing game written in Python 3 that presents median, mode, and mean statistics

console-game data-analysis number-guessing-game python3 statistics

Last synced: 26 May 2026

https://github.com/kittonn/data-analysis-freecodecamp

freecodecamp - data analysis projects.

data-analysis freecodecamp

Last synced: 05 Apr 2025

https://github.com/anthonytlei/graphsql

Lightweight SQL-to-GraphQL connector for querying GraphQL endpoints using SQL syntax.

connector data-analysis dbapi graphql graphsql python sql sqlalchemy superset

Last synced: 09 Apr 2026

https://github.com/m0saan/python-for-data-analysis

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney,

data-analysis data-science ipython-notebook machine-learning matplotlib numpy pandas python

Last synced: 02 May 2026

https://github.com/hemangsharma/streamingcontentanalyzer

This Streamlit application provides an interactive dashboard for analyzing streaming content data. It allows users to explore movie and TV show ratings, distributions, temporal trends, and genre breakdowns through various visualizations and filters.

dashboard data-analysis data-science data-visualization python streamlit-dashboard streamlit-webapp

Last synced: 02 Apr 2025

https://github.com/ved-coder-king/wheat_ai_project

This project, Smart Wheat Farming AI System, was developed as part of the coursework for the Artificial Intelligence program at Esprit School of Engineering.

agriculture data-analysis data-visualization deep-learning image-classification machine-learning object-detection python wheat

Last synced: 15 Apr 2025

https://github.com/ttwag/p9_pandas

Problems that Introduce the DataFrame Object in Python's Pandas Library

data-analysis pandas-dataframe python

Last synced: 10 Jun 2025

https://github.com/mishaa931/amazon-sales-dashboard-power-bi

This project features a dynamic Power BI dashboard built on dummy Amazon sales data. It visualizes key business metrics such as revenue trends, top-selling categories, discount impact, and geographic performance. The dashboard is designed to help stakeholders make data-driven decisions through clear, interactive visuals.

data-analysis data-quality data-visualization microsoftpowerbi

Last synced: 05 Feb 2026

https://github.com/mchirico/go_slicestore

Pull Data from Slice Store

data-analysis go ibm

Last synced: 16 Mar 2025

https://github.com/se7en69/rna-seq-data-processing-and-analysis-pipeline

This pipeline automates essential steps for RNA-Seq data analysis, including quality control, read trimming, alignment to a reference genome, and coverage quantification. It leverages tools like FastQC, fastp, STAR, and bedtools to ensure high-quality results, with MultiQC reports providing an overview at each stage.

bioinformaitcs-scripting bioinformatics bioinformatics-pipeline data-analysis linux scripts shell

Last synced: 02 May 2026

https://github.com/marianamartiyns/inep-educationperfomance

Data collection, processing, exploratory analysis, and predictive modeling of school performance rates using datasets from INEP.

data-analysis data-cleaning data-science inep predictive-modeling pyhton web-scraping

Last synced: 16 Mar 2025

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

Loan Approval Prediction using Machine Learning | EDA + Decision Tree, Random Forest & Logistic Regression | Automating loan eligibility for Dream Housing Finance by analyzing customer data and predicting loan approvals.

classification credit-risk-analysis data-analysis decision-tree-classifier finance-analytics loan-approval logistic-regression-algorithm machine-learning predictive-modeling-techniques random-forest

Last synced: 30 Jun 2025

https://github.com/apsinghanalytics/hranalytics_myersbriggspersonalityinsights

A Excel analytics study exploring the correlation between personality traits and key HR-relevant parameters, including tenure and performance

data-analysis data-visualization excel pivot-tables

Last synced: 30 Jan 2026

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

A sample dataset of over 1000 Walmart products, extracted using the Bright Data API, ideal for consumer market insights and competitor analysis.

api data-analysis dataset walmart walmart-scraper web-scraping

Last synced: 09 Apr 2025

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

A sample dataset of over 1000 target products, extracted using the Bright Data API, ideal for brand reputation, tracking inventory, and optimizing prices.

api data-analysis data-mining datasets target web-scraper web-scraping

Last synced: 09 Apr 2025

https://github.com/bhavna-kale/cars-eda-project

Project analyzing used car market data to identify high-impact price drivers and depreciation curves, presented through an interactive web application.

data-analysis excel matplotlib numpy pandas python3 searborn streamlit

Last synced: 03 May 2026

https://github.com/leandrocollares/nyc-film-permits

NYC film permits: an exploratory data analysis

data-analysis data-visualization pandas plotly

Last synced: 05 Jul 2025

https://github.com/khushi-sabarad/8-week-sql-challenge

Case studies' solutions for the #8WeekSQLChallenge by Danny Ma

8weeksqlchallenge case-study data-analysis mysql sql

Last synced: 06 Sep 2025

https://github.com/shivam5509/power-bi-project

Expert in creating interactive dashboards and reports using Power BI, utilizing 10+ visual tools like cards, slicers, and charts. Skilled in cleaning and transforming large datasets with Power Query Editor. Proficient in advanced DAX functions (SUMX, FILTER, CALCULATE) to derive insights and drive data-driven decisions.

advanced-excel computer-science data-analysis data-mining data-visualization engineering mysql numpy pandas powerbi pyhton3 sql sql-server

Last synced: 11 Apr 2026

https://github.com/satvikpraveen/matplotlibmasterpro

📷 MatplotlibMasterPro is a complete, portfolio-ready project to master data visualization using matplotlib. Includes 16 notebooks, real datasets, exportable plots, custom themes, Streamlit dashboard, and Docker support. Ideal for learners and data professionals.

charts custom-plots dashboarding data-analysis data-science data-visualization educational-project interactive-visualizations jupyter-notebook matplotlib notebooks open-source plotting portfolio-project python python-utilities reproducible-research subplots time-series-analysis visualization-tools

Last synced: 14 May 2026

https://github.com/tj2904/lfb-callout-analysis

An investigation into London Fire Brigade's callout data.

data-analysis decsion-tree kmeans lfb-incidents london-fire-brigade pandas python seaborn

Last synced: 13 Apr 2026

https://github.com/shellynagar27/candy-market-share-analysis

Candy Market Share Analysis explores confectionery sales data using Power BI, Python, and Power Query. It uncovers key market trends, top-selling candies, manufacturer performance, and packaging preferences to support data-driven decision-making for industry researchers.

critical-thinking data-analysis data-visualization exploratory-data-analysis powerbi powerquery problem-solving sales-analysis

Last synced: 03 Feb 2026

https://github.com/antoniszks/music-category-identifier

A 'Data-Science & Machine Learning' project where we are training a neural network to identify what kind of music we give to it. Based on a university project.

ai artificial-intelligence data-analysis data-science jupyter-notebook machine-learning ml notebook python

Last synced: 25 Feb 2025

https://github.com/lopes51789/salaryanalysis

This salary dataset is a good candidate for descriptive analysis, and we can identify which demographics experience reduced or increased salaries. For example, we could explore the salary variations by gender, age, industry, and even years of prior work.

data-analysis json mysql python3 sql tableau

Last synced: 13 Apr 2026

https://github.com/ssoehdata/sql_for_data_science_specialization_course

Materials and Certifications from the SQL for DataScience Course

data-analysis data-science database databricks postgresql sql sqlite

Last synced: 10 Apr 2026

https://github.com/cnoret/retail-data-analysis

Let's analyze historical sales data from a large retail chain and predict weekly sales using machine learning on a Streamlit web app

data-analysis data-analyst data-science data-vizualisation pandas python streamlit streamlit-webapp

Last synced: 10 Apr 2026

https://github.com/bibymaths/python_snippets

A collection of Python scripts for bioinformatics data analysis, including tools for transcription counts, nucleotide composition, and protein sequence evaluation.

amino-acid-scoring bioinformatics data-analysis fasta-generation mathematical-evaluation nucleotide-analysis protein-sequence-analysis transcription-counts

Last synced: 29 Jul 2025

https://github.com/ndiplacide7/r-project

Explore diverse data analysis techniques using R programming combined with advanced machine learning algorithms to uncover insights and create powerful predictive models.

data-analysis data-visualization machine-learning-algorithms r

Last synced: 25 Mar 2025

https://github.com/ravi-prakash1907/covid-19-china

A data-science research work to understand the growth rate of the novel Coronavirus.

china coronavirus covid-19 data-analysis data-mining data-science mathematical-modelling project r research research-paper

Last synced: 06 Sep 2025

https://github.com/paul0vinicius/ad2

Repositório da disciplina de Análise de Dados 2 (Data Analysis II)

data-analysis data-science

Last synced: 08 Jan 2026

https://github.com/mohnish88/e-commerce-data-analysis

I analyzed sales data to identify trends and patterns, which significantly enhanced decision-making processes. Additionally, I created interactive visualizations to present these insights clearly and effectively, facilitating better understanding and communication of the data's implications.

data-analysis data-cleaning jupyter-notebook pandas plotly python python-library sales sales-analysis visulaization

Last synced: 03 May 2026

https://github.com/atanikan/data-mining-projects

Data Mining Homework

data-analysis iub

Last synced: 14 Mar 2025

https://github.com/krzysikd/uber_fare_prediction

Predicting uber fares using advanced machine learning models and feature engineering techniques

data-analysis data-processing eda hyperparameter-tuning jupyter machine-learning regression-models

Last synced: 02 Apr 2025

https://github.com/dbriane208/python-for-data-science

Machine Learning and Data Science repository. Love crafting Machine Learning models.

data-analysis data-science data-visualization machine-learning numpy pandas python seaborn

Last synced: 13 Apr 2026

https://github.com/giyanellow/time-series-analysis-on-philippine-debt-and-inflation

A Time Series Analysis on the Philippine Inflation Rate with some predictions using RandomForest.

data-analysis data-analysis-python machine-learning python random-forest

Last synced: 18 Mar 2026

https://github.com/diligencefrozen/dcinside-data

Analyzing the Dcinside Frozen Gallery Dataset. #디시

data-analysis dataset

Last synced: 30 May 2026

https://github.com/ababic/dumpling

Fast, flexibile, powerful static data anonymisation for SQL dumps

anonymisation cli data-analysis data-science pii pii-redaction postgres privacy rust rust-lang scrubber scrubbing security tooling

Last synced: 03 May 2026

https://github.com/salma-mamdoh/project-writing-functions-for-product-analysis

My Project to learn the Basics of Analysis on DataCamp

data-analysis data-camp pandas python

Last synced: 03 May 2026

https://github.com/saro0307/exploratory-data-analysis-terrorism

Phase 1 of Data Science project (program) to perform Exploratory Data Analysis on Terrorism using Python On Google Colab for Coderscave Internship sept 2023

colaboratory data-analysis datascience machine-learning numpy pandas python seaborn skit-learn visualization

Last synced: 13 Apr 2026

https://github.com/okwilkins/retailanalysis

A comprehensive exploratory analysis and implementation of kmeans/hierarchical clustering on online retail data.

data-analysis data-science machine-learning statistics

Last synced: 18 Oct 2025

https://github.com/1401dev/customer-lifetime-value-prediction

A data science project leveraging Python and Scikit-Learn to build predictive models that estimate customer lifetime value (CLV). Includes data cleaning, feature engineering, and model selection to identify key drivers of CLV, supporting strategic decision-making in customer retention and marketing.

clv clv-analysis customer-retention data-analysis dataprocessing feature-engineering machine-learning marketing-analytics predictive-modeling python regression-analysis scikit-learn

Last synced: 06 May 2026

https://github.com/ronitjariwala/prodigy_ds_02

Prodigy InfoTech Data Science Internship Task-2

data-analysis python

Last synced: 28 Apr 2026

https://github.com/ankitgmishra/machinelearning

Continuously deep diving in understanding & advancing my expertise in Machine Learning through ongoing education and hands on experience with practical learning.

artificial-intelligence data-analysis data-cleaning data-gathering machine-learning machinel-learning-algorithms matplotlib numpy pandas python seaborn

Last synced: 03 May 2026

https://github.com/fer-aguirre/covid19-venezuela

Análisis de datos de muertes por covid-19 en Venezuela

covid-19 data-analysis dataviz line-chart

Last synced: 09 Apr 2025

https://github.com/fbarffmann/vba-challenge

Built an Excel VBA script to automate stock market analysis across multiple years. Programmatically calculated and visualized key financial metrics, reducing manual reporting time and improving data accuracy.

automation data-analysis excel excel-vba financial-analysis reporting stock-market vba

Last synced: 04 Feb 2026

https://github.com/vatshayan/pokemon-analysis

Visualization, Analysis & Predicting the accuracy of finding Pokemon power, attack & speed through Machine Learning

artificial-intelligence data data-analysis data-science data-visualization dataset machine-learning machine-learning-algorithms pokemon scikit-learn

Last synced: 30 May 2026

https://github.com/sadia-khan13/data-preprocessing

Welcome to the Data preprocessing Repository! This repository is dedicated to showcase the comprehensive resources and implementations related to Data Preprocessing using Python and Jupyter Notebook.

artificial-intelligence data-analysis data-mining data-preprocessing data-science jupyter-notebook matplotlib numpy pandas python seaborn-python sklearn

Last synced: 11 Apr 2026

https://github.com/jkaardal/csvnav

A memory-efficient python class for navigating large CSV/text files.

csv data-analysis data-science machine-learning memory-management

Last synced: 14 Jan 2026

https://github.com/fer-aguirre/cookiecutter-data-analysis-lite

A cookiecutter template for data journalism projects that offers a simplified and beginner-friendly structure.

cookiecutter data-analysis data-journalism project-template python

Last synced: 14 Jun 2025

https://github.com/fbarffmann/car_price_prediction

Predicted used car prices with a Random Forest model (R² = 0.96) using Python. Analyzed 2,000+ listings and visualized trends with Tableau.

car-price-prediction data-analysis machine-learning pandas python random-forest regression sklearn tableau

Last synced: 13 Apr 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 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 411 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