Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/shadan100/sales-prediction-analysis

The aim is to build a predictive model and find out the sales of each product at a particular store. Using this model, BigMart will try to understand the properties of products and stores which play a key role in increasing sales.

artificial-intelligence data-analysis data-science django django-framework jupyter-notebook machine-learning matplotlib pandas predictive-modeling python sales-prediction

Last synced: 11 Oct 2024

https://github.com/rakumar99/power-bi-projects

This repository contains various power bi projects and dashboards of Humaan Resources , Financial Analysis using Power BI Desktop.

dashboards data-analysis data-visualization databases datacleaning datamodeling etl powerbi powerquery reports

Last synced: 11 Nov 2024

https://github.com/rakumar99/jp-morgan-chase-virtual-internship

This repository contains the various tasks assigned by JPMorgan Chase & Co. Virtual Internship on Microsoft Excel

conditional-formatting dashboard data-analysis data-visualization hlookup pivot-tables presentation vba-macros vlookup

Last synced: 11 Nov 2024

https://github.com/2003harsh/house-price-prediction-using-machine-learning

This project features a web app that predicts house prices using a linear regression model. Users can input details like location, square footage, bathrooms, and bedrooms through an HTML form. I've added a CI/CD pipeline with GitHub Actions, unit testing with pytest, and automated Docker containerization to improve deployment and robustness.

ci-cd data-analysis docker-image flask linear-regression machine-learning matplotlib mlops-workflow requests scikit-learn

Last synced: 10 Oct 2024

https://github.com/nirmit27/book-recommender-system

This is a book recommendation system based on item-based Collaborative Filtering memory-based model created using Flask.

data-analysis data-science flask python python3 recommender-system render

Last synced: 11 Nov 2024

https://github.com/mohammadreza-mohammadi94/data-analysis-and-machine-learning-projects

A comprehensive collection of data analysis and machine learning projects, showcasing techniques and models for various data challenges. Dive in to explore code examples, analyses, and machine learning workflows.

data-analysis data-science dataframes exploratory-data-analysis pandas python scikit-learn visualization

Last synced: 07 Nov 2024

https://github.com/dina-hosny/explore-us-bike-share-data-project

Explore US Bike Share Data project - FWD Data Analysis Professional Track. In this project, I used Python to explore data related to bike share systems for three major cities in the United States and answer questions about it by computing descriptive statistics.

data-analysis data-science numpy pandas python

Last synced: 14 Nov 2024

https://github.com/mg380/ibm-applied-data-science-capstone

This Capstone is the 10th (final) course in IBM Data Science Professional Certificate specialization, and it actually summarises in the form of project all materials that have been learned during this specialization

capstone data data-analysis data-science datascience ibm machine-learning plotly python scikit-learn sql

Last synced: 10 Oct 2024

https://github.com/emso-exe/reclamacoes_de_consumidores_com_empresa_de_telecomunicacoes

Projeto de análise de reclamações de consumidores com empresa de telecomunicações no 1º semestre de 2021 com base nos dados do site consumidor.gov.br.

analise-de-dados ciencia-de-dados data-analysis data-science datascience python python-3 python3

Last synced: 15 Nov 2024

https://github.com/ehopperdietzel/billionaires-analysis

Análisis de la cantidad de billonarios por país. Inspirado en el artículo "Russian Billionaires"

bootstrap data-analysis poisson-distribution prediction

Last synced: 30 Oct 2024

https://github.com/ehtisham-sadiq/building-an-ml-based-heart-disease-diagnosis-system-with-flask

It is an end-to-end project that combines machine learning to create a user-friendly Heart Disease Diagnosis System, powered by Flask.

data-analysis exploratory-data-analysis feature-engineering flask machine-learning model-building model-evaluation pipelines python3 rest-api

Last synced: 12 Nov 2024

https://github.com/carmoreno/analisisaccidentalidadbogota

Data Analysis about traffic accidents at Bogotá, Colombia.

data-analysis data-science jupyer-notebook matplotlib numpy pandas scikit-learn

Last synced: 09 Nov 2024

https://github.com/leocornus/leocornus-visualdata

JavaScript libraries to make data visualization simpler and easier.

data-analysis data-mining data-visualization data-visualization-simpler javascript-library

Last synced: 10 Nov 2024

https://github.com/akshat0427/python_youtube_history

a bunch of data science operations performed on youtube history data

data-analysis data-science extracting-features

Last synced: 12 Nov 2024

https://github.com/geo-y20/loan-approval-automation-using-mongodb-and-pymongo

This project demonstrates the implementation of a loan approval system that utilizes MongoDB for distributed data storage and management, and PyMongo for database operations. The project aims to automate the assessment of loan eligibility using customer details from online applications.

crud-application data data-analysis data-science data-visualization deployment jupyter-notebook loan-default-prediction loan-prediction-analysis machine-learning machine-learning-algorithms matplotlib mongodb pymongo streamlit web

Last synced: 10 Nov 2024

https://github.com/shahaf-f-s/feature-space

A modular framework for combining pandas series features

data-analysis data-science feature-engineering

Last synced: 10 Nov 2024

https://github.com/jamiemagee/rhi

Collating the data on the Renewable Heat Incentive scheme, and presenting it in a more readable format.

data-analysis open-data open-government rhi

Last synced: 10 Nov 2024

https://github.com/souravsuvarna/whatsapp-chat-analyzer-api

The WhatsApp Chat Analyzer API is a public api specifically designed for frontend enthusiasts who are interested in building a WhatsApp Chat Data Visualizer project. Built on FastAPI, this API offers a seamless and efficient method to process chat data and returns the processed result data in JSON format.

api data-analysis data-science fastapi publicapi python

Last synced: 09 Nov 2024

https://github.com/sunnybibyan/random_data_generation

A project that generates a dataset using various statistical distributions (Normal, Uniform, Exponential, Random Integers, and Binomial) and performs data analysis. Includes visualizations and an option to export the data as a CSV file.

data-analysis data-visualization python random-data-generation statistics streamlit-webapp

Last synced: 09 Nov 2024

https://github.com/abhi18av/innovation-competition

Submission for a programming challenge

clojure clojurescript data-analysis

Last synced: 09 Nov 2024

https://github.com/markmusic27/data-statistics-calculator

💣 This method (made in JavaScript / Python) can find the mean, median, mode, range, and standard deviation.

data-analysis standard-deviation statistics statistics-calculator

Last synced: 09 Nov 2024

https://github.com/zpreisler/modules

Python libraries and modules for processing simulation outputs

data-analysis python scripts tensorflow

Last synced: 12 Nov 2024

https://github.com/mahdi-eth/covid-analysis

Covid-19 data analysis project using python, numpy, pandas, matplotlib

data-analysis data-science python

Last synced: 11 Nov 2024

https://github.com/ganeshkumartk/ncov-2019

[EDA] Statistical modelling of Novel Coronavirus breakout nCoV-2019

corona data-analysis ncov ncov-2019 statistics wuhan wuhan-coronavirus wuhan-virus

Last synced: 16 Nov 2024

https://github.com/virajbhutada/uk-road-traffic-analytics-excel-sql-powerbi-tableau

This portfolio project presents comprehensive analysis of road accidents data using Excel, SQL queries, Power BI visualizations, and Tableau dashboards. This repository showcases the integration of multiple analytical tools, offering actionable insights to enhance road safety and mitigate accidents.

analytics data-analysis data-science data-visualization excel microsoft-sql-server powerbi powerbi-visuals road-safety sql tableau tableau-public

Last synced: 17 Nov 2024

https://github.com/kumaranand05/suicide-rate-analysis

Analysis of Mortality data of WHO and visualization using Power BI

analytics data-analysis data-visualization mortality-rates powerbi python suicide-dataset suicide-rate

Last synced: 06 Nov 2024

https://github.com/jubinjacob03/heartdiseaseclassify-ml

Heart Disease Dataset Analysis & Classification using ML models such as linear, support vector machine, k-means, k-nearest neighbors and logistic regression.

data-analysis data-science data-visualization ipython-notebook kaggle-dataset kmeans knn linear-regression logistic-regression machine-learning matplotlib python seaborn support-vector-machine

Last synced: 11 Oct 2024

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

This is a repository for the Introduction to Causal Inference course provided by Chris Oldnall for the CDCS. Go to the readme file

data-analysis python r statistics

Last synced: 10 Nov 2024

https://github.com/cano1998/eda-survival-of-the-titanic

This project focuses on Exploratory Data Analysis (EDA) to identify the key determinants that influenced survival during the infamous Titanic accident.

data-analysis data-cleaning data-preprocessing data-visualization exploratory-data-analysis jupyter-notebook titanic-survival-exploration

Last synced: 09 Nov 2024

https://github.com/shreeparab1890/fifa-wc-2022-qatar-data-analysis-eda

This is a Jupyter Notebook( iPython Notebook) with Data Analysis (EDA) on FIFA WC Qatar 2022 match data.

data-analysis data-analysis-python data-science data-visualization eda fifa matplotlib-pyplot numpy pandas plotly-express python-3

Last synced: 08 Nov 2024

https://github.com/chayandatta/got_script_manipulation

Game of Thrones Script - String & file manipulation

data-analysis data-science pandas python3

Last synced: 19 Oct 2024

https://github.com/csoren66/diabetics_prediction

Predicting that whether the patient has diabetes or not on the basis of the features we will provide to our machine learning model.

data-analysis machine-learning python svm

Last synced: 14 Nov 2024

https://github.com/negativenagesh/whatsapp_chat_analyzer

This is an end to end project of whatsapp chat analysis, here I have used my hostel whatsapp group's chat data.

data-analysis data-science frontend modeling python streamlit

Last synced: 05 Nov 2024

https://github.com/mdaffailhami/customer-data-analysis

This repository contains code and analysis for exploring customer data, focusing on profiling and contact preferences. The project includes various stages of data processing, from raw data preparation to final cleaned datasets, and employs Python and popular data analysis libraries to uncover insights and trends.

data-analysis data-cleaning data-science data-visualization jupyter jupyter-notebook pandas plotly python

Last synced: 13 Nov 2024

https://github.com/miroslav-reiter/kurz_jazyk_sql_analytici_datovi_vedci

Materiály ku kurzu Jazyk SQL 1 pre Analytikov a Dátových Vedcov

analysis analytics data data-analysis data-science database mysql reiter sql

Last synced: 05 Nov 2024

https://github.com/virajbhutada/global-universities-success-analysis-powerbi-sql-excel

This capstone project conducts in-depth analysis using Power BI, SQL, and Excel to explore complex dynamics shaping global university success. Integrating data from diverse ranking systems and criteria, our aim is to unravel the factors influencing universities worldwide.

capstone capstoneproject data-analysis data-analytics data-insights data-science data-science-projects data-visualization excel exploratory-data-analysis mece mysql powerbi powerpoint sql

Last synced: 11 Nov 2024

https://github.com/bishtrishu/pizza_sales_data_analysis_sql

This project is a comprehensive data analysis of pizza sales, aimed at uncovering key insights and trends to inform business decisions. Using a combination of SQL, Python, and data visualization tools, the project analyzes sales data to understand customer preferences, peak sales periods, and the most popular pizza types.

cloud data data-analysis data-science data-visualization dataanalytics database mysql oracle-database

Last synced: 09 Nov 2024

https://github.com/mrjxtr/coffee_sales_analysis

Full data analytics process from data gathering, data processing, data visualization and reporting on a small coffee shop sales data.

dashboard data-analysis data-cleaning data-visualization kpi-report pandas python3 spreadsheet tableau-public

Last synced: 06 Nov 2024

https://github.com/alexandregazagnes/rica-analysis

This repository contains the code to download, analyse, and modelize the RICA dataset from the french ministry of agriculture.

analysis argiculture business data data-analysis data-analytics food python

Last synced: 09 Nov 2024

https://github.com/abhinavsharma07/fraud_analytics-credit_card_fraud_detection

The aim of this project is to predict fraudulent credit card transactions with the help of different machine learning models.

banking data-analysis decision-trees hyperparameter-optimization machine-learning-algorithms pipelines random-forest-classifier svm-classifier xgboost-classifier

Last synced: 12 Nov 2024

https://github.com/gesiscss/wikipedia-language-olga-master

Measuring Gender Inequalities of German Professions on Wikipedia

bias crowdflower data-analysis data-science gender images python statistics wikipedia

Last synced: 09 Nov 2024

https://github.com/gappeah/nike_web_crawler

This project involves web scraping Nike's product pages to extract product names, prices, and links. The project showcases three different implementations of the web crawler using Selenium and BeautifulSoup. It also includes visualisation of the scraped data using Matplotlib and Seaborn.

beautifulsoup data-analysis data-visualization python selenium web-crawler web-scraper webcrawler webscraper webscraping webscraping-beautifulsoup

Last synced: 10 Nov 2024

https://github.com/yash-kavaiya/ai-analytics

This is a Streamlit app that uses Pandas and AI to perform data analytics on uploaded CSV files.

data-analysis generative-ai pandas streamlit

Last synced: 06 Nov 2024

https://github.com/1ayanabil1/healthcare-machine-learning

Explore our open-source repository focused on healthcare machine learning. We've developed predictive models for cardiovascular disease, diabetes, breast cancer, and more. Our projects employ diverse machine learning algorithms and data science techniques, enhancing early detection, diagnosis, and patient outcomes.

data-analysis data-science deep-learning disease disease-detection disease-modeling disease-prediction eda healthcare-application heathcare jupyter-notebook machine-learning machine-learning-algorithms machinelearning-python python

Last synced: 10 Nov 2024

https://github.com/alexandrelamarre/fission

Data analytics & Structured streaming optimized for the Edge

data-analysis data-engineering rust structured-data unstructured-data

Last synced: 12 Nov 2024

https://github.com/ahammadshawki8/playing-with-pandas

🐼 Pandas is one of my favourite library in python. It is well-known for "Analyzing" data. Learn basics and beyond the basics of Pandas from this repository. 🤍🖤

beginner-friendly data-analysis favourite-library pandas python

Last synced: 07 Nov 2024

https://github.com/noturlee/imdb-dataanalysis

A data model that predicts the IMDb rating of a movie based on features like genre, director, and actors. Using regression techniques to tackle this problem.

data-analysis data-cleaning data-modeling data-science data-visualization

Last synced: 04 Nov 2024

https://github.com/phillbertnevinemmanuel/coviddeathvaceda

an exploratory data analysis based on dataset of covid statisics from 2020-2022

data-analysis database sql

Last synced: 05 Nov 2024

https://github.com/alejo1630/sport_stats

Data analysis of information from the summer and winter Olympic games over the years. UC Davis SQL Specialization Final Project

data-analysis jupyter-notebook olympics-dataset plotly python seaborn sql

Last synced: 08 Nov 2024

https://github.com/gauravcodepro/numpy-builder

A numpy shell builder to extract and how to use the numpy across the arrays.I am putting the entire manual for those who like to search immediately rather than looking here and there.

bash-prompt bash-script bash-scripting data-analysis data-mining data-science numpy numpy-arrays shell-prompt shell-script

Last synced: 09 Nov 2024

https://github.com/alejo1630/chicago_crimes

A Jupyter Notebook with the data analysis and data visualization of crimes in Chicago from 2017 to 2023 using libraries such as seaborn and folium

data-analysis data-visualization folium pandas python seaborn

Last synced: 08 Nov 2024

https://github.com/yonatanadam/film-success-prediction

Analyzing Hollywood movie success based on genre, target audience, and runtime using machine learning

data-analysis ipynb machine-learning

Last synced: 11 Oct 2024

https://github.com/md-emon-hasan/data-science

Data science tutorials, including data preprocessing, analysis, visualization, project deployment, machine learning and deep learning algorithms.

artificial-intelligence data-analysis data-engineering data-science deep-learning machine-learning-algorithms python

Last synced: 13 Nov 2024

https://github.com/odeyiany2/flit-apprenticeship-data-science-projects

This repo contains all my projects for my FLiT Apprenticeship

data-analysis data-science data-visualization machine-learning sql

Last synced: 09 Nov 2024

https://github.com/nilayhangarge/data-analysis-with-python

This repository provides a practical introduction to data acquisition and analysis using Pandas. It covers loading datasets, exploring data, manipulating data, and gaining insights through statistical summaries. Ideal for beginners, it offers code examples and explanations to enhance your data manipulation skills using Pandas for Python.

data-acquisition data-analysis data-analytics data-binning data-cleaning data-engineering data-fundamentals data-insights data-integration data-preprocessing data-science data-wrangling numpy pandas python

Last synced: 09 Nov 2024

https://github.com/vi/rendercsv

Tool to convert CSV table to a picture.

animation csv csv2pic csv2png data-analysis picture png table table-renderer visualization

Last synced: 16 Oct 2024

https://github.com/titanscouting/tra-analysis

Titan Robotics 2022 Strategy Team Analysis Repository

data-analysis frc frc-scouting hacktoberfest python

Last synced: 31 Oct 2024

https://github.com/md-emon-hasan/data_analytics_project

A repository containing projects demonstrating practical applications of data analytics techniques using Python and related libraries

data-analysis data-cleaning data-engineering data-science data-visualization numpy pandas

Last synced: 13 Nov 2024

https://github.com/md-emon-hasan/data-analytics-project

Data analytics tasks and solutions, featuring hands-on exercises for data cleaning, visualization, and analysis using Python libraries.

cars-dataset census-data covid19-data data-analysis london-house-price police-data weather-data

Last synced: 13 Nov 2024

https://github.com/md-emon-hasan/1-simple-stock-price-ml-app

A simple mahcine learning application for stock prices, demonstrating data preprocessing, model training, and deployment using scikit-learn.

data-analysis data-science eda ml-app streamlit-webapp time-series time-series-analysis webapp

Last synced: 13 Nov 2024

https://github.com/phillbertnevinemmanuel/dataprofessionalquestionnaireanalysis_pbix

This project delves into the demographics and job satisfaction of data professionals, presenting insights through a user-friendly dashboard built with Power BI. The dataset has been graciously provided by Alex The Analyst

dashboard data-analysis powerbi visualization

Last synced: 05 Nov 2024

https://github.com/nelsonkariuki/dataanalysis

This project involves data analysis of vido game sales from https://www.kaggle.com/gregorut/videogamesales/download

data-analysis data-visualization python

Last synced: 12 Nov 2024

https://github.com/kaz-yos/distributed

Comparison of Privacy-Protecting Analytic and Data-sharing Methods: a Simulation Study (Pharmacoepidemiol Drug Saf 2018)

data-analysis epidemiology statistics

Last synced: 12 Nov 2024

https://github.com/priboy313/pandasflow

A set of custom python modules for friendly workflow on pandas

catboost data-analysis data-science pandas phik python scikit-learn shap

Last synced: 03 Nov 2024

https://github.com/mattdelaune/retail_rfm_analysis

Power BI multi-page report leveraging advanced data visualization for RFM analysis. Delivers deep analytical insights into customer behavior, engagement, and spending patterns, driving strategic business decisions.

data-analysis dax powerbi report rfm-analysis sales-data visualization

Last synced: 08 Nov 2024

https://github.com/x1ao4/doc-merger

通过 python 脚本将两个相对不完整的文档合并为一个完整的文档 / merge two relatively incomplete documents into one complete document via python script

data-analysis data-merging document-analysis document-comparison document-processing documents filtering filtering-data merge merge-documents

Last synced: 08 Nov 2024

https://github.com/prithivsakthiur/data-board

Data Boards - Visualization of various plots ( Analysis )

data-analysis gradio huggingface keras mathplotlib pandas plots pyplot scikit-learn seaborn spaces

Last synced: 03 Nov 2024

https://github.com/zen204/airbnb_availability

A machine learning model that predicts Airbnb listing availability, utilizing feature engineering and supervised learning techniques to improve guest experience and optimize host management.

binary-classification data-analysis data-preprocessing data-visualization feature-engineering machine-learning matplotlib model-evaluation nlp pandas predictive-modeling python scikit-learn seaborn supervised-learning

Last synced: 03 Nov 2024

https://github.com/numbersprotocol/dyda

Dynamic data pipeline framework

ai artificial-neural-networks data-analysis data-science

Last synced: 07 Nov 2024

https://github.com/zeinhasan/eksploration-and-data-visualization-course-material

Exploratory Data Analysis (EDA) Laboratory Assistant Teaching Materials

data-analysis data-visualization statistics

Last synced: 08 Nov 2024

https://github.com/shuklayash02/data_analysis_using_r

Covid19 analysis and cleaning of data where the death age and deaths of specific gender is cleaned and analysed

analysis cleaning-data data-analysis data-visualization rprogramming

Last synced: 05 Nov 2024

https://github.com/giordano-lucas/tesco-extension

Products clustering and interactive visualization

clustering data-analysis data-visualization tesco

Last synced: 09 Nov 2024

https://github.com/jen-uis/loan-status-prediction

This repository contains project materials for the Winter STAT 206 class, University of California, Riverside, A. Gary Anderson School of Management.

data data-analysis data-analytics data-cleaning data-visualization descriptive-analytics julia julia-language jupyter-notebook predictive-analytics predictive-modeling team-collaboration

Last synced: 12 Oct 2024

https://github.com/rupav/fifa17-detailed-analysis

⚽ FIFA 17 data analysis using various Machine Learning Algorithms. ⚽

data-analysis data-visualization fifa17 machine-learning-algorithms radar-chart

Last synced: 29 Oct 2024

https://github.com/jrbourbeau/cr-composition

IceCube cosmic-ray composition analysis

cosmic-rays data-analysis machine-learning physics python

Last synced: 28 Oct 2024

https://github.com/seankwarren/water-quality-analysis

An examination of water quality in the Atlanta watershed with a focus on identifying neglected areas and potential strategies for improving water quality monitoring

analytics data-analysis jupyter-notebook python

Last synced: 27 Oct 2024

https://github.com/randomshek/Working-With-Excel

Using Excel Power Query and PowerPivot, reorganise the data into a star schema and showcasing reports that can be created by data analysts using DAX formulae and PowerPivot

data-analysis excel power-pivot power-query

Last synced: 08 Aug 2024

Data analysis Awesome Lists
awesome-R 482 Awesome-Geospatial 1,257 awesome-TS-anomaly-detection 55 awesome-python-data-science 379 awesome-business-intelligence 231 yt-channels-DS-AI-ML-CS 195 data-science-with-ruby 101 machine-learning-resources 56 Data-Science 71 awesome-scientific-python 131 awesome-python-machine-learning-resources 1,884 awesome-data-science-resources 167 awesome-ethereum-analytics 45 awesome-qlik 32 Road2R 260 awesome-saas 77 Environmental-Data-Science 51 SORTED 92 fucking-awesome-R 378 free-data-analysis-resources 71
Data analysis Categories
Uncategorized 244 文本数据和NLP 182 Machine Learning 163 R 163 Table of Contents 142 数据可视化 130 Reading corner 129 机器学习框架 123 Podcasts 117 图像数据与CV 106 模型的可解释性 99 超参数优化和AutoML 93 工作流程和实验跟踪 80 Others 77 Lists of libraries 72 地理Geo处理 62 分布式机器学习 62 Books 61 图数据处理 59 数据管道和流处理 58