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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/karlyndiary/bellabeat_data_analytics_capstone

Bellabeat Case Study - Google Data Analytics Capstone

analysis bellabeat data-analysis data-cleaning ggplot

Last synced: 28 Jan 2025

https://github.com/prateek5525/yt-analysis-project

This project utilizes the YouTube Data API to analyze channel and video performance, offering insights into subscriber counts, views, video metrics, and monthly trends. It generates visual reports and exports data in CSV format, aiding in effective decision-making and performance tracking.

data-analysis jupyter-notebook python3 seaborn-plots youtube-api

Last synced: 30 Dec 2024

https://github.com/3rd-son/movie-streaming-service-analysis

Exploratory Data Analysis of the Streaming Services like Neflix, Hulu, Disney+ etc

data-analysis exploratory-data-analysis jupyter-notebook matplotlib numpy pandas plotly python seaborn

Last synced: 28 Dec 2024

https://github.com/elzasimoes/challenge-xplab

Challenge for data analysis course.

data-analysis data-science jupyter-notebook python

Last synced: 05 Jan 2025

https://github.com/fazatholomew/marlboroplan

In order to contribute to a more inclusive sustainable energy program in Massachusetts, this project is part of my work for a nonprofit organization called All In Energy and undergraduate thesis for my degree.

data-analysis data-visualization energy jupyter-notebook massachusetts python

Last synced: 21 Jan 2025

https://github.com/goswamilucky/nanoparticles

Nanoparticles is a college research project website designed to educate users about nanoparticles and their applications in science and technology.

chemistry college-project computational-science data-analysis material-science molecular-modeling nanoparticles nanotechnology research scientific-computing simulations visualization

Last synced: 26 Jan 2025

https://github.com/rahul-jha98/restauranttrends.stats-backend

Application that scrapes the Zomato Dataset and enables the user to visualise the results.

data-analysis data-extraction firebase-storage web-scraping zomato-api

Last synced: 19 Jan 2025

https://github.com/mtimma001/clinical-trial-data-tool

Clinical Trial Data Analysis Tool is a Flask-based web app for healthcare professionals to manage and analyze clinical trial data. It features full CRUD functionality, interactive visualizations (Plotly/Matplotlib), a responsive Bootstrap UI, MySQL database integration, and Heroku deployment for accessible, scalable use.

bootstrap5 clinical-trials crud data-analysis data-visualization flask healthcare heroku mysql pandas plotly python

Last synced: 21 Jan 2025

https://github.com/kenwuqianghao/scotiabank-datathon-2023

Code and data analysis done for 2023 Scotiabank Datathon

data-analysis fraud-detection jupyter-notebook python

Last synced: 27 Dec 2024

https://github.com/dcs-training/null-hypothesis-testing-with-r

This two-class course will focus on developing theoretical and practical skills for null hypothesis testing in R. Go to the readme file

data-analysis data-wrangling r statistics

Last synced: 07 Jan 2025

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

Use of QGIS and R to analyse first and second order geospatial effects. Go to the Readme file

data-analysis geographical-data gis qgis r statistics

Last synced: 07 Jan 2025

https://github.com/dcs-training/intro-to-statistics

Intro to Statistics workshop. In this repo, you are going to find the code and files we are going to use for the practical part of the workshop, together with the ppt associated with this training. Go to the readme file

data-analysis data-visualisation data-wrangling r statistics

Last synced: 07 Jan 2025

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

This is a repository for the Introduction to Network Analysis course provided by Brian Wong for the CDCS. Within the repository there are files with sample datasets and a guide to building datasets. It will be updated before each section. Go to the Readme file

data-analysis data-visualisation gephi network-analysis text-analysis

Last synced: 07 Jan 2025

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

Introduction to Machine Learning with Python delivered by the centre in the year 2022-23. Go to the read me file

data-analysis data-wrangling machine-learning python statistics

Last synced: 07 Jan 2025

https://github.com/dcs-training/network-analyisis-python

Course material for introducing data visualization with Altair and network analysis with NetworkX (in Python). Go to the readme file

data-analysis data-visualisation network-analysis python text-analysis

Last synced: 07 Jan 2025

https://github.com/dcs-training/2023-10-22-carpentry-social-science

Go to https://dcs-training.github.io/2023-10-22-Carpentry-Social-Science/ to follow along the material

data-analysis data-visualisation data-wrangling intro-to-programming r

Last synced: 07 Jan 2025

https://github.com/dcs-training/pca-2023

PCA workshop. In this repo, you are going to find the code and files we are going to use for the practical part of the workshop, together with the ppt associated with this training

data-analysis data-visualisation data-wrangling r statistics

Last synced: 07 Jan 2025

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

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

data-analysis data-wrangling databases sql

Last synced: 07 Jan 2025

https://github.com/monddavila/online-retail-data-analysis

Online Retail Exploratory Data Analysis with Python

data-analysis jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 14 Jan 2025

https://github.com/dcs-training/decode-winterschool

In here you can find material on cluster analysis, data wrangling, and network analysis. Go to the readme file for more info

data-analysis data-visualisation data-wrangling gephi network-analysis python r statistics

Last synced: 07 Jan 2025

https://github.com/dcs-training/r-visualisation-and-stats

This repository contains material from a 8 classes course on Data Visualisation and statistics with R

data-analysis data-visualisation data-wrangling intro-to-programming r statistics

Last synced: 07 Jan 2025

https://github.com/samruddhi3012/rfm-sales-analysis

Hi there! In this project I have performed Sales Analysis (RFM Analysis) using SQL and Tableau.

data-analysis data-visualization mssqlserver rfm-analysis segmentation tableau

Last synced: 18 Jan 2025

https://github.com/sakan811/stress-pattern-occurrence-in-english-words

This project is intended to provide English learners with data that allows them to make a data-driven guess when encountering words that they aren't sure where to stress

data-analysis data-visualization english english-language english-learning language powerbi powerbi-report powerbi-visuals

Last synced: 05 Jan 2025

https://github.com/sakan811/honkai-star-rail-a-few-fun-insights-with-data-analysis

The project gives insights that delve into the Honkai Star Rail's character's stats of all available characters as of the given date.

data data-analysis data-science data-visualization game honkai honkai-star-rail honkai-starrail webscraping webscraping-data webscraping-selenium

Last synced: 05 Jan 2025

https://github.com/agustin-caceres/proyecto-data-analyst

Proyecto de Data Analyst sobre servicios de Telecomunicaciones en Argentina

business-analytics business-intelligence data-analysis data-visualization database postgresql python streamlit

Last synced: 11 Nov 2024

https://github.com/ayeshathoi/simulation-sessional-412

Simulation of SSQS, Inventory System, Transient State, PERT, Monte Carlo Alo etc.

data-analysis excel inventory-system monte-carlo python simulation ssqs triangle-distributions

Last synced: 02 Jan 2025

https://github.com/buildwithlal/introduction-to-data-science-in-python-coursera

introduction to data science in python, part of Applied Data Science using Python Specialization from University of Michigan offered by Coursera

data-analysis matplotlib numpy pandas

Last synced: 02 Jan 2025

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

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

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

Last synced: 25 Dec 2024

https://github.com/salfaris/toy-data-analysis

Random toy data projects. For my portfolio data projects, see linked website

data-analysis

Last synced: 16 Jan 2025

https://github.com/dulajkavinda/pandas-exploring-data-ml

🐼 Exploring data with pandas library.

data-analysis machine-learning pandas python

Last synced: 14 Dec 2024

https://github.com/blackcub3s/msc-finalthesis

The most important programming files, code functions and data processing pipelines for the Machine learning final thesis of my Master's degree. Also, the LaTeX code of the thesis.

data-analysis latex machine-learning numpy python sklearn

Last synced: 05 Jan 2025

https://github.com/matteofasulo/cdc-finf

Project of fundamentals of Computer Science

data-analysis data-science data-visualization numpy pandas python python3

Last synced: 20 Jan 2025

https://github.com/saravanansuriya/energy-consumption-analysis

Project will analyze energy usage and greenhouse gas (GHG) emissions of Ontario's Broader Public Sector (BPS) organizations, leveraging a comprehensive database of reported data in Power Bi

data-analysis data-cleaning powerbi python-script

Last synced: 26 Jan 2025

https://github.com/navdeep-g/data-quality-checker

A comprehensive Python tool for assessing and ensuring data quality

data-analysis data-science pandas python

Last synced: 24 Dec 2024

https://github.com/mecha-aima/demographic-analyzer

This project uses pandas to process census data from a csv file and draw useful results from the data by performing various filtering and calculations on it

data-analysis data-science pandas

Last synced: 03 Jan 2025

https://github.com/zen204/renewable-energy-usage-v-electricity-access

Interactive data visualization project created for COSI 116A: Introduction to Information Visualization at Brandeis University (Fall 2024). The project showcases data-driven insights using advanced visualization techniques and user interactivity. Hosted on GitHub Pages.

d3js data-analysis data-visualization electricity github-pages html-css-javascript information-visualization interactive python renewable-energy tableau web-development

Last synced: 30 Dec 2024

https://github.com/manisharora96/data-analysis-of-smartwatch

The project is structured with sample data, step-by-step Jupyter notebooks, and modular Python scripts for automated analysis

data-analysis data-visualization jupyter-notebook python smartwatch-analysis

Last synced: 21 Jan 2025

https://github.com/spaghettifunk/gvb

Analysis of GVB in Amsterdam

data-analysis public-transportation

Last synced: 02 Jan 2025

https://github.com/darkdk123/house-valuation-model

A Challenge Project in a Boot-Camp to create a ML Model to predict the prices of houses in Boston Massachusetts from multiple parameters Using Multivariable Regression.

data-analysis data-science data-visualization matplotlib-pyplot multivariate-regression predictive-modeling statistics

Last synced: 28 Dec 2024

https://github.com/darkdk123/handwashing-discovery-analysis

A Guided Project in a Boot camp to Analyse the Original Data used in the Discovery of Viruses & Hand Washing By Dr. Ignaz Semmelweis in Vienna General Hospital in the 1840s.

data-analysis data-science data-visualization matplotlib-pyplot numpy pandas plotly-python python seaborn-plots

Last synced: 28 Dec 2024

https://github.com/vbhvsingh0/nflteam_corr_population

The goal of this project is to find the correlation in between NFL teams' win and loss with the population of the city.

data-analysis data-cleaning-and-preprocessing data-manipulation-with-pandas numpy-library pandas-python pearson-correlation python3

Last synced: 14 Jan 2025

https://github.com/vbhvsingh0/coulombic_dyn_formaltetra

The Python code simulates a formaldehyde tetra-cation molecule using Coulombic forces

data-analysis physics-simulation python shell-scripting

Last synced: 14 Jan 2025

https://github.com/vbhvsingh0/matplotlib__egs

The codes here are examples of Matplotlib

data-analysis matplotlib-pyplot numpy-library pandas-python python3

Last synced: 14 Jan 2025

https://github.com/jendives2000/regressions

Performing of a Linear Regression analysis to determine the strength of the relationship between the number of reviews and sales for a retail company.

data-analysis linear-regression pearson-correlation-coefficient regression

Last synced: 26 Jan 2025

https://github.com/matheusafonseca/c111

Este repositório é dedicado ao armazenamento e organização dos códigos desenvolvidos na disciplina C111 - Análise de Dados, oferecida pelo Instituto Nacional de Telecomunicações (INATEL).

data-analysis matplotlib numpy pandas python

Last synced: 02 Jan 2025

https://github.com/anjaliwork20/moodify

Mood-based music recommendation system that considers a user's emotional state to recommend songs, genres, artists and playlists using Machine learning

artificial-intelligence cnn-keras cnn-model convolutional-neural-networks data data-analysis data-science data-structures data-visualization database deep-learning machine-learning machine-learning-algorithms python recommended song songs

Last synced: 06 Jan 2025

https://github.com/myke003/data-analysis-projects

This repository serves as a collection of all my projects.

data-analysis jupyter-notebook powerbi

Last synced: 21 Jan 2025

https://github.com/codebyaadi/whatsapp-chat-analyzer

WhatsApp Chat Analyzer is a web app built with Streamlit and Python to analyze your WhatsApp conversations. Upload your chat data and gain valuable insights on message frequency, active participants, and more. Visualize your conversations with word clouds and charts. Explore and understand your chats effortlessly.

data-analysis data-science data-visualization numpy pandas pycharm-ide python python3

Last synced: 19 Dec 2024

https://github.com/haonamnguyen/data-science-job-analysis

Evaluate the factors influencing salary trends in the data science industry, including experience levels, job titles, employment types, company sizes, and remote work arrangements, to help HR teams and hiring managers make data-driven decisions regarding compensation packages and recruitment strategies.

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

Last synced: 21 Jan 2025

https://github.com/elishah-john/happiness-report-2019

Analysis of "Happiness Report 2019" using python.

data-analysis data-visualization educational jupyter-notebook python

Last synced: 21 Jan 2025

https://github.com/mohamed3nan/udacity

Udacity Data Analysis Nanodegree Program

data-analysis data-visualization numpy pandas python

Last synced: 13 Jan 2025

https://github.com/mumtaz4118/nlp-course

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

course data data-analysis data-analytics data-science data-visualization deep-learning education machine-learning natural-language-processing neural-network transfer-learning

Last synced: 28 Dec 2024

https://github.com/mumtaz4118/amazon-iphone-12-data-scrapped

Beautiful Soup is a Python library for getting data out of HTML, XML, and other markup languages.

data-analysis data-extraction data-science data-scraping html mark-up python

Last synced: 28 Dec 2024

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: 14 Dec 2024

https://github.com/nemat-al/multivariate_data_analysis

Tasks for Multivariate Data Analysis Course @ ITMO University

data-analysis multivariate-analysis python

Last synced: 23 Jan 2025

https://github.com/chrispsang/healthcare-dataanalysis

Analyze synthetic patient data to identify trends, improve healthcare delivery, and predict patient outcomes using machine learning models. Includes data exploration, preprocessing, model building, and visualizations.

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

Last synced: 25 Dec 2024

https://github.com/badranalyst/e-commerce-customer-analysis-data-science-foundations-case-study

This case study explores e-commerce customer data through data exploration, pre-processing, and splitting. It includes model building and training to analyze customer behavior. Python libraries like Pandas, NumPy, Matplotlib, and Seaborn are used for the analysis and model development.

data-analysis data-science dataset eda exploratory-data-analysis machine-learning matplotlib ml model-building model-training numpy pandas pre-processing python seaborn

Last synced: 30 Dec 2024

https://github.com/mumtaz4118/scraping-medium-and-data-analytics

The file DataExtraction.py extracts information from the json files scrapped by the scrapper medium_scrapper_post.py. To extract information from json files scrapped by medium_scrapper_tag_archive.py (scrapping from tags archive) then use Data_Extraction_Archive_Tags.py

data data-analysis data-analytics data-extraction data-preprocessing data-science data-scraping deep-learning machine-learning python

Last synced: 28 Dec 2024

https://github.com/badranalyst/restaurant-reviews-sentiment-analysis-nlp-case-study

This project analyzes restaurant reviews using Natural Language Processing (NLP) for sentiment analysis. It covers data exploration, pre-processing (NLTK text cleaning), model building, prediction, and deployment. The goal is to predict sentiment from reviews using Python libraries such as Pandas, NumPy, Matplotlib, and Seaborn.

data-analysis data-science eda exploratory-data-analysis matplotlib-pyplot model model-building numpy pandas pre-processing predictive-modeling python seaborn

Last synced: 30 Dec 2024

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: 30 Dec 2024

https://github.com/mae776569/weratedogs-wrangling

Wrangling WeRateDogs Twitter data to create interesting and trustworthy analyses and visualizations

data-analysis data-science data-visualization tweets twitter-api

Last synced: 27 Dec 2024

https://github.com/aleskandro/r-hadoop-madreduce-examples

A lot of examples about using R with hadoop for MapReduce with and without libraries as rhadoop/rhipe - [email protected] - Advanced Programming Languages

data-analysis hadoop mapreduce r

Last synced: 27 Dec 2024

https://github.com/artemzarubin/xml-document-processor

XML processing tool using the Strategy design pattern.

csharp data-analysis data-transformation design-patterns strategy xml

Last synced: 16 Jan 2025

https://github.com/mysftz/numerical-methods-in-matlab

Multiple MatLab scripts over multiple data analysis assignments.

data-analysis data-science matlab university university-assignment

Last synced: 26 Dec 2024

https://github.com/rijul007/market-basket-analysis-using-r

Market Basket Analysis using association rules, leveraging R’s powerful tools for data-driven retail strategies.

data-analysis data-science r

Last synced: 15 Dec 2024

https://github.com/ani717/pneumonia_detection_effecientnet_b7

Pneumonia Detection in Chest X-ray Image with EfficientNet-B7. Accuracy = 87.98%, Precision = 100%, Recall = 83.87%, F1 Score = 91.23.

cnn computer-vision data-analysis data-augmentation efficientnet image-classification image-processing machine-learning

Last synced: 12 Jan 2025

https://github.com/leeway64/lwwordcounter

C++ application that analyzes the frequency of words in a text file

bson cmake conan cpp data-analysis json json-schema text-analysis ubjson

Last synced: 02 Jan 2025

https://github.com/hadson0/chess-live-ratings-data

A study project focused on web scraping the live chess ratings from chess.com, with data analysis and visualization on nearly 5000 players in the classical world ranking.

beautifulsoup chess data-analysis data-visualization numpy pandas python seaborn web-scraping

Last synced: 21 Jan 2025

https://github.com/tmmvn/analytics-notebooks

A bunch of data analytics notebooks done testing out JetBrains DataLore

ai algorithms data-analysis datalore elements-of-ai helsinki-university-mooc python

Last synced: 28 Dec 2024

https://github.com/nerooc/device-downtime-detection

Repozytorium dotyczące projektu z przedmiotu "Sztuczne Sieci Neuronowe"

data-analysis detection-model recurrent-neural-networks

Last synced: 26 Jan 2025

https://github.com/mtimma001/clinical-trial-data-tool-v2

Clinical Trial Data Analysis Tool is a Flask-based web app for healthcare professionals to manage and analyze clinical trial data. It features full CRUD functionality, interactive visualizations (Plotly/Matplotlib), a responsive Bootstrap UI, MySQL database integration, and Heroku deployment for accessible, scalable use.

bootstrap5 clinical-trials crud data-analysis data-visualization flask healthcare heroku mysql pandas plotly python

Last synced: 07 Dec 2024

https://github.com/edwinrlambert/investigating-netflix-movies

Demonstrates data analysis and visualization techniques for Netflix movies using Python in a Jupyter notebook. This is a DataCamp project.

data-analysis data-analysis-python netflix python

Last synced: 18 Jan 2025

https://github.com/bishopce16/school_district_analysis

The school board requested an analysis on the various performance metrics for the school district.

data-analysis jupyter-notebook numpy pandas python visual-studio-code

Last synced: 06 Jan 2025

https://github.com/bishopce16/pyber_analysis

The purpose of this project was to complete an exploratory analysis and create visualizations of the 2019 ride sharing data from PyBer.

data-analysis data-visualization jupyter-notebook matplotlib pandas python

Last synced: 06 Jan 2025

Data analysis Awesome Lists
awesome-R 483 Awesome-Geospatial 1,262 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 awesome-web3 67 SORTED 92 fucking-awesome-R 378 free-data-analysis-resources 71
Data analysis Categories
文本数据和NLP 263 Uncategorized 254 数据可视化 180 机器学习框架 172 R 163 Machine Learning 163 图像数据与CV 148 Table of Contents 141 超参数优化和AutoML 135 Reading corner 129 Podcasts 117 工作流程和实验跟踪 113 模型的可解释性 106 数据管道和流处理 91 分布式机器学习 86 地理Geo处理 84 图数据处理 81 数据容器和结构 80 Others 79 Books 73