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/dhruvsrikanth/basic-data-science

A short Data Science Project I took up for fun! This is a data analysis based on a dataset I created to predict the distribution of wealth within an economy as well as several characteristics of each class within society!

analysis data-analysis data-pipeline data-science data-visualization machine-learning matplotlib pandas python seaborn sklearn

Last synced: 05 May 2026

https://github.com/demon-2-angel/product-customer-acquisition-analysis-using-behaviour

The database encompasses eight tables with varied attributes and rows. Key analyses include product restocking needs, top VIP customers' contributions, and an average customer profit of $39,039.59. Recommendations emphasize strategic marketing to new customers and incentives for existing VIP clients based on acquisition costs and profit insights.

customer-products customer-segmentation data-analysis database sqlite

Last synced: 05 May 2026

https://github.com/badranalyst/residential-unit-prices-data-analysis-application

Python-based analysis of residential unit prices, focusing on data cleaning, visualization, and exploratory data analysis (EDA). Key features include price distribution, and correlation analysis between factors like size, location, and pricing.

data-analysis data-visualization dataset matplotlib numpy pandas python seaborn

Last synced: 05 May 2026

https://github.com/13anush/python-libraries-

A collection of essential Python libraries—NumPy, Pandas, Matplotlib, and Seaborn—perfect for anyone starting out in data analysis.

data-analysis matplotlib numpy pandas python seaborn

Last synced: 05 May 2026

https://github.com/jacktheprogrammer/time-series-forecasting-and-analysis

My personal project consisting of my personally created notebooks to work with time series forecasting and analysis. In these projects, I've used deep learning using tensorflow, xgboost, statsmodels and scipy libraries of python. The series were of weather, energy consumption and that of stocks.

data-analysis data-science deep-neural-networks energy-consumption machine-learning portfolio prophet-facebook prophet-model python python3 scipy statsmodels stocks tensorflow time-series time-series-analysis timeseries-forecasting weather xgboost

Last synced: 05 May 2026

https://github.com/zafir100100/cancer-stage-prediction

This code predicts cancer data using various regression models, calculates their average R-squared scores, and prints the best model.

cross-validation data-analysis data-preprocessing decision-trees gradient-boosting linear-regression machine-learning-algorithms numpy pandas random-forest regression scikit-learn

Last synced: 05 May 2026

https://github.com/sajjad425/edaipl

The dataset covers the Indian Premier League (IPL) with details on matches (date, teams, venue, results), player stats (runs, wickets), team stats (wins, losses), season summaries, and umpire info. The EDA reveals patterns and insights, highlighting dominant teams, star players, and trends across seasons.

data-analysis eda exploratory-data-analysis ipl python

Last synced: 05 May 2026

https://github.com/codewithmayank-py/box-office-analysis-with-seaborn-and-python

This repository contains Python code and datasets for analyzing box office data. Explore trends, patterns, and factors influencing movie performance.

analysis box-office-data-analysis data-analysis data-visualization dataset jupyter-notebook matplotlib pandas python3 seaborn

Last synced: 05 May 2026

https://github.com/cicku/en.650.672

HW of EN.650.672

analytics data-analysis numpy pandas

Last synced: 05 May 2026

https://github.com/pcanadas/weather_scraper

Este proyecto automatiza la recopilación y el procesamiento de datos meteorológicos históricos y previsionales. Utiliza Selenium para extraer información de sitios web de clima, procesa los datos con Pandas y los almacena en archivos CSV limpios. Es ideal para análisis climáticos, visualización de datos o integración en otros sistemas.

beautifulsoup data-analysis pandas python selenium

Last synced: 05 May 2026

https://github.com/monish-nallagondalla/universal-bank

Credit Card Ownership Prediction A machine learning project that predicts credit card ownership using features like age and income, balancing class distributions for improved accuracy.

classification-models credit-card-prediction data-analysis data-classification decision-tree-classifier imbalanced-datasets machine-learning model-evaluation python scikit-learn

Last synced: 05 May 2026

https://github.com/mohitsai/boston-housing-data-analysis

Data Analysis Project for the City of Boston Government for insights into effect of property rennovations and remodelling on housing availability in the city

data-analysis data-science matplotlib numpy pandas python

Last synced: 05 May 2026

https://github.com/akash-47-tank/personalized-e-commerce-review-summarizer

Personalized E-commerce Product Review Summarizer: A Streamlit app that summarizes product reviews (e.g., from a CSV) using T5-small and tailors summaries to user preferences (price, durability, etc.) with NLP and lightweight ML.

data-analysis e-commerce machine-learning nlp personalization portfolio python scikit-learn sentiment-analysis streamlit t5 transformers web-app

Last synced: 05 May 2026

https://github.com/anushkundu/crime-pattern-analysis

Analyzing Crime Patterns in Montgomery County, USA: An Inclusive Study Based on NIBRS Data (2016-2022)

data-analysis data-visualization descriptive-statistics matplotlib numpy pandas python seaborn

Last synced: 05 May 2026

https://github.com/ayaatmohammed/amazon-sales-analysis-pyspark

In-depth analysis of the Olist E-commerce dataset from Kaggle using PySpark for customer segmentation (RFM) and market basket analysis.

big-data big-data-analytics customer-segmentation data-analysis data-science ecommerce jupyter-notebook kaggle pyspark python rfm-analysis

Last synced: 05 May 2026

https://github.com/aryar-06/linear-regression

A Python project demonstrating basic linear regression with gradient descent and matrix operations, alongside scikit-learn comparison.

data-analysis data-preprocessing educational-project gradient-descent linear-regression machine-learning python regression-algorithms scikit-learn

Last synced: 05 May 2026

https://github.com/kammarah/data-sample

I designed a database website 🌐 that can be uploaded easily for use 📤. You can check my website 👀.

data-analysis data-visualization database deploy deployment library-management-system panaversity streamlit webapp

Last synced: 05 May 2026

https://github.com/nkamilla/titanic-eda

Exploratory Data Analysis of the Titanic dataset using Python (Pandas, NumPy, Matplotlib). Includes data cleaning, visualizations, correlations, and key business insights.

data-analysis eda jupyter-notebook matplotlib numpy pandas python titanic-dataset

Last synced: 05 May 2026

https://github.com/nimbostratos/titanic-survival-prediction

Machine learning project predicting Titanic survival using AdaBoost with feature engineering and hyperparameter optimization

data-analysis data-science data-science-projects kaggle machine-learning machine-learning-models python scikit-learn

Last synced: 05 May 2026

https://github.com/caesaredia/ymusic-project

Exploratory data analysis (EDA) of music streaming behavior in two fictional cities using Python, Pandas, and Jupyter Notebook. It explores user behavior, genre preferences, and listening patterns throughout the week.

data-analysis eda pandas python

Last synced: 05 May 2026

https://github.com/meinhere/dicoding-analisis-data

Submission Analisis Data dengan tema E-Commerce Streamlit App

data-analysis data-mining e-commerce python streamlit

Last synced: 05 May 2026

https://github.com/hms75/movie_rating_analysis

A movie rating analysis which identifies trends amongst a dataset of 5000 movies.

data-analysis data-visualization matplotlib-pyplot numpy pandas python

Last synced: 05 May 2026

https://github.com/donmaruko/python-eda-toolkit

CLI-runned EDA with 30 commands utilizing text-related functions, statistical calculations, data visualization, and data manipulation.

data data-analysis data-science data-visualization matplotlib pandas scipy seaborn statistical-analysis statistics wordcloud

Last synced: 06 May 2026

https://github.com/benjaminrose/data-analysis-book

A Jupyter Book for my Spring 2025 PHY 5381 class on Data Analysis

book data-analysis data-science data-visualization jupyter-book open-book python r statistics-course

Last synced: 06 May 2026

https://github.com/iamrajmani/sentimental-analysis

Sentimental Analysis - Final Year College Project

data-analysis data-visualization machine-learning python pytorch

Last synced: 06 May 2026

https://github.com/panoschatzi/healthcare_and_bioinformatics_analyses

Healthcare and Bioinformatics data analysis projects with Python and SQL.

data-analysis data-cleaning data-visualisation jupyter matplotlib mysql pandas plotly python seaborn sql

Last synced: 06 May 2026

https://github.com/ryuzen6/bangalore-real-estate-price-prediction

This is a Data Science Project which predicts the cost of Real Estate in Bangalore. Requirements: Jupyter Notebook (for Data Cleaning and creating the Linear Regression using various python libraries) , Pycharm (python IDE for creating Python Flask Server), Visual Studio Code (to create the UI with HTML, CSS and Javascript).

css3 data-analysis data-science html5 javascript jupyter-notebook machine-learning python3

Last synced: 06 May 2026

https://github.com/ibrahimceyisakar/hotel-finder

Hotel finder system with Python includes data gathering, analyzing, and visualization.

data-analysis data-gathering data-visualization pandas plotly python selenium streamlit

Last synced: 06 May 2026

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/sankaran-s2001/us-traffic-accidents-analysis-python-eda

Exploratory data analysis of US traffic accidents from 2016-2023, analyzing patterns by time, location, weather, and severity using Python data science libraries.

data-analysis data-science data-visualization eda matplolib 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/ankitwalimbe/sentiment-analysis

Sentiment analysis of Amazon Fashion reviews using VADER and a baseline ML model (TF-IDF + SGDClassifier). Includes visualizations, reproducible notebook, and recruiter-ready documentation.

data-analysis machine-learning matplotlib nlp pandas python seaborn sentiment-analysis sklearn

Last synced: 06 May 2026

https://github.com/abhinav330/customer-behavior-analysis-linear-regression

This repository explores customer behavior data for an NYC clothing company with both a mobile app and website. They want to understand which platform drives higher sales.

data-analysis data-science data-visualization eda exploratory-data-analysis jupyter jupyter-notebook linear-regression machine-learning machine-learning-algorithms machinelearning-python numpy pandas python regression-analysis

Last synced: 06 May 2026

https://github.com/mikma03/datascience_python_datacamp

DataScience with Python. Code and examples. Python libraries, including pandas, NumPy, Matplotlib, and many more.

data-analysis data-science datacamp datascience numpy pandas python

Last synced: 06 May 2026

https://github.com/ksm26/ml-ai-data-science-jobs-in-canada

Explore the latest machine learning, artificial intelligence, and data science job opportunities in Canada. Stay informed about Canadian tech job market trends and find your next career move.

ai-canada ai-careers canada canadian-tech-companies canadian-tech-job-market data data-analysis data-engineering data-science data-science-careers machine-learning prompt-engineering robotics

Last synced: 06 May 2026

https://github.com/harryrlk/data_analysis_showcase

This repository showcases my data analysis and visualization projects using Excel, Python, R, and Tableau. Some projects are under NDA, so key figures and specific numbers are not included, but brief overviews and methodologies are provided. Feel free to explore and contact me for further details.

data-analysis data-science data-visualization excel portfolio python r tableau

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/superpandas-ai/superpandas

Adding LLM integration to Pandas library

ai data-analysis llm pandas

Last synced: 06 May 2026

https://github.com/kishorep26/school-recommendation-system

Intelligent school recommendation system that matches students with suitable educational institutions based on preferences and performance metrics

bootstrap data-analysis decision-support edtech education education-technology flask matching-algorithm python recommendation-system school-finder school-search student-portal web-application

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/jbn/vaquero

A Python library for iterative and interactive data wrangling at laptop-scale.

data data-analysis data-cleaning data-mining dirty-data elt etl etl-framework

Last synced: 10 Jun 2026

https://github.com/edanur-y/variable-analysis-of-banks-ratio-data

Testing variables for multicollinearity, multivariate normality and analyzing outliers and missing values. ⭕SPSS 🔵R

data-analysis log-transformation missing-values-analysis multicollinearity normality-test r spss

Last synced: 10 Jun 2026

https://github.com/vimlesh-gupta/blinkit_data_analytics_project

End-to-end Blinkit data analytics project using Python, SQL Server & Power BI

blinkit data-analysis eda pandas powerbi python sql-server

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/fbarffmann/home_sales

Analyzed 25,000+ home sales using PySpark and SparkSQL. Identified pricing trends by year built, home features, and view rating. Optimized query run-time by 70% using caching.

aws big-data data-analysis home-sales parquet pyspark python spark spark-sql sql

Last synced: 06 May 2026

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 2026

https://github.com/urbanekda/upwork_dashboard

A data analysis project examining trends and patterns in the data science job market on Upwork. This project analyzes job postings, requirements, and market demands to provide insights into the freelance data science ecosystem.

data-analysis data-science data-science-projects data-visualization freelance jupyter-notebook python streamlit

Last synced: 07 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/suhas-005/jovian-data-analysis-course-assignment

These are my assignments for Data Analysis : Zero to Pandas course by Jovian.ai

data-analysis data-analytics numpy pandas python

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

https://github.com/warazkhan/airplane-crashes-and-fatalities-since-1908-

This project analyzes airplane crash data (1908 - 2008)✈️📊 to uncover trends in aviation accidents, fatalities, and safety improvements. Using exploratory data analysis (EDA) and data visualization, we examine key factors influencing crashes, identify high-risk regions, and explore advancements in aviation safety.

data-analysis data-visualization exploratory-data-analysis

Last synced: 10 Jun 2026

https://github.com/jjkay03/discord-call-extractor

Collect HTML data from Discord group/DM to create database of calls

data-analysis database discord discord-tool

Last synced: 07 May 2026

https://github.com/bryanhe24/data_analysis_app

A full-stack web application that allows users to upload CSV datasets, analyze the data with statistical summaries and visualizations, and interact with an AI-powered assistant for querying the dataset.

ai data data-analysis data-visualization fullstack-development javascript math python reactjs

Last synced: 07 May 2026

https://github.com/mahmoudnamnam/fc-barcelona-reports

FC Barcelona Reports: An interactive web application to analyze and visualize FC Barcelona's match data. Built with Streamlit, it scrapes match data from WhoScored, stores it in MongoDB, and presents insights through interactive visualizations like pass networks, shot maps, and player statistics.

data-analysis data-visualization football-analytics mplsoccer pandas streamlit web-scraping

Last synced: 07 May 2026

https://github.com/joseph-pabian/life-expectancy-

Statistical analysis of life expectancy in developed vs developing countries using SQL and Python

data-analysis duckdb public-health python sql statistics

Last synced: 07 May 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/dsrodrigovieira/favoritasales

Este repositório contém o projeto desenvolvido para o desafio do kaggle "Store Sales - Time Series Forecasting. Use machine learning to predict grocery sales"

data-analysis data-science kaggle-competition machine-learning python telegram-bot xgboost-regression

Last synced: 05 May 2026

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/sanchittechnogeek/overscripted-analysis

Geolocation and user language extraction analysis from Mozilla Overscripted dataset

analysis data data-analysis mozilla

Last synced: 23 Mar 2025

https://github.com/faisal-fida/box-office-mojo-analysis

Analyzed box office data from Box Office Mojo, exploring relationships between worldwide revenue, release year, and a combined score that considers both factors. It includes visualizations like scatter plots, bar charts, and identifies top and bottom performing movies.

box-office data-analysis data-science python revenue-prediction visualization

Last synced: 06 May 2026

https://github.com/lotfiferaga/google-play-store-sentiment-analysis

Perform sentiment analysis on Google Play Store reviews using Python. Analyze user feedback to determine the overall sentiment (positive, negative, or neutral) towards various apps. Gain insights to aid developers and businesses in understanding user satisfaction levels and improving their products.

data-analysis data-visualization googleplayservices python reviewsanalysis-nlp

Last synced: 26 Feb 2025

https://github.com/weybsonalves/prevendo-o-atrito-de-clientes

Projeto em que percorro as etapas que compõem o ciclo de vida da ciência de dados a fim de prever o atrito de clientes do serviço de cartões de crédito de um banco.

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

Last synced: 06 May 2026

https://github.com/farzeen-2001/superstore_analysis_sql

Anaylsed the superstore Data using SQl

data-analysis mysql sql

Last synced: 15 Apr 2025

https://github.com/diem0n/100daysofdatascience

This repository is a collection of things i do on as a data scientist each day as i am hired at a fictional company called keko corp

data-analysis data-engineering data-science data-science-from-scratch data-warehousing machine-learning python

Last synced: 09 Apr 2026

https://github.com/aphp/jupyter-eds-notebooks

jupyter-eds-notebooks provides Docker images with preconfigured Jupyter environments for clinical and health data analysis, tailored for AP‑HP Datalabs and the HELIX platform.

data-analysis data-science data-visualization healthcare lab

Last synced: 13 Jan 2026

https://github.com/ddihora1604/advanced_business_analytics_on_world_bank_global_financial_inclusion_data_2021

Bridging the Gaps in Financial Inclusion: Understanding the Cash-Credit Paradox, Divide between Cash and Digital Payments, and Financial Resilience.

advanced-excel business-analytics data-analysis data-engineering data-mining data-visualization database exploratory-data-analysis machine-learning preprocessing-data python

Last synced: 07 May 2026

https://github.com/badranalyst/titanic-survival-prediction-full-data-science-project-classification

This project predicts Titanic survivors using classification models. It includes data cleaning, pre-processing, exploratory data analysis (EDA), categorical feature conversion, model building, and evaluation. Python libraries like Pandas, NumPy, Matplotlib, and Seaborn are used to analyze and predict survival outcomes.

classification data-analysis data-science eda exploratory-data-analysis machine-learning matplo matplotlib-pyplot ml model numpy pandas predictive-modeling python seaborn

Last synced: 06 May 2026

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