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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/saymyname1337/bachelor-s-thesis

Bachelor's thesis of a student of the MPEI of Shevts G. V.

data-analysis ml python

Last synced: 05 Nov 2024

https://github.com/billgewrgoulas/hypothesis-testing-on-37-seasons-of-nba

First assignment for the course Data Mining @CSE.UOI

data-analysis data-science numpy scipy seaborn statistics

Last synced: 16 Nov 2024

https://github.com/mxagar/data_science_udacity

My personal notes, code and projects of the Udacity Data Science Nanodegree.

dashboard data-analysis data-engineering data-science machine-learning-pipelines

Last synced: 05 Nov 2024

https://github.com/roland045/smart_fluid_sedimentation_tester

Control program for custom developed smart fluid sedimentation tester system

arduino data-analysis instrumentation measurement sensor

Last synced: 10 Nov 2024

https://github.com/manish506/loan-approval-prediction

Explore predictive modeling in this project by applying classification techniques to a loan approval dataset. Analyze and preprocess the data, then use models like K-Nearest Neighbors, Random Forest, SVC, and Logistic Regression to predict loan outcomes. Gain insights into approval factors and enhance prediction accuracy.

classification classification-models data-analysis data-science jupyter-notebook loan-approval-prediction machine-learning predictive-analytics predictive-modeling project python

Last synced: 31 Oct 2024

https://github.com/risdorn/restaurant-delivery-platforms-analysis-bdm-project

This project analyzes restaurant delivery platforms to understand customer preferences, industry competition, and expansion opportunities. Conducted as part of the BDM project from IITM, it includes descriptive stats, distribution, correlation, regression, and geospatial analysis using multiple datasets.

data-analysis data-visualization jupyter-notebook kaggle

Last synced: 31 Oct 2024

https://github.com/adrianlardies/feelms_predict_by_emotion

Feelms is a mood-based movie recommendation app that uses collaborative filtering and machine learning to suggest films based on your emotions. Built with Streamlit and powered by AWS, Feelms personalizes each user's experience through simulated interactions and tailored predictions. AWS, Feelms brings

aws-ec2 aws-rds data-analysis data-science machine-learning python streamlit

Last synced: 31 Oct 2024

https://github.com/mxagar/eda_fe_summary

An 80/20 guide for Data Processing: Data Cleaning, Exploratory Data Analysis, Feature Engineering, Feature Selection.

data-analysis data-cleaning data-modeling data-science data-visualization eda exploratory-data-analysis feature-engineering feature-selection machine-learning pandas

Last synced: 05 Nov 2024

https://github.com/jhrcook/checkplease

Analysis of an immune checkpoint-blockade screen.

bayesian-statistics data-analysis pymc3 python python3 r

Last synced: 13 Nov 2024

https://github.com/dimits-ts/sport-repression-repl-study

A replication Study for the recent paper "International Sports Events and Repression in Autocracies: Evidence from the 1978 FIFA World Cup" paper.

data-analysis jupyter regression-models replication-study statistical-analysis

Last synced: 07 Nov 2024

https://github.com/dimits-ts/visualization-assignments

Visualizing and analyzing results from the PISA-2018 competitions with regards to Greek performance and gender gap.

data-analysis data-visualization interactive-graphs presentation-slides r-language tableau

Last synced: 07 Nov 2024

https://github.com/ct83/become-a-data-analyst-udacity

This repository contains all of the code, projects and reports that I wrote as I pursued my Udacity - Data Analyst NanoDegree.

data-analysis data-analysis-python data-analyst data-visualisation data-visualization-project datascience python udacity udacity-data-analyst-nanodegree

Last synced: 13 Nov 2024

https://github.com/cecoeco/sas_certificate

my code from Coursera's SAS programming specialization

data-analysis sas

Last synced: 07 Nov 2024

https://github.com/dimits-ts/college_analysis

A statistical study about US college admissions, featuring a full report in LaTeX.

anova data-analysis exploratory-data-analysis linear-regression statistics

Last synced: 07 Nov 2024

https://github.com/mysto-007/cyclistic-bike-share-analysis

Analyzed the dataset of Cyclistic Rental Service as the Capstone project for Google Data Analytics SpecializationAnalyzed the dataset of Cyclistic bike-share (Capstone project for Google Data Analytics Specialization)

bigquery data-analysis excel ms-sql-server sql tableau tableau-public

Last synced: 17 Nov 2024

https://github.com/mxagar/space_exploration

This repository is a collection of mini-projects and tutorials related to space images and geo-spatial data.

data-analysis deep-learning geospatial machine-learning

Last synced: 05 Nov 2024

https://github.com/singhs05/global-youtube-trends

Understand the impact of Likes, comments, dislikes on the video consumption for the videos that were trending.

data-analysis mssqlserver query sql

Last synced: 17 Nov 2024

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: 17 Nov 2024

https://github.com/lulloooo/bizdata-nexus

Collection of my Business & Data Analysis projects, from professional/academic endeavors to passion-driven explorations 📊

business-analysis data-analysis economics etl excel finance mysql python r risk-analysis

Last synced: 28 Oct 2024

https://github.com/gracysapra/r-in-data-science

This repository contains essential guides for data analysis using R, covering topics like data preparation, data reshaping, and data visualization. Each file focuses on fundamental techniques to manipulate, clean, and visualize data effectively using R programming.

data-analysis data-preparation data-reshaping data-science data-visualization data-visualizations ggplot r r-for-data-science

Last synced: 28 Oct 2024

https://github.com/kmbuki/uk_police_data

R programming - Using open data about crime and policing in England, Wales and Northern Ireland.

data-analysis data-visualization r

Last synced: 17 Nov 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: 28 Oct 2024

https://github.com/sreekar0101/-movie-recommendation-system-using-python

The Movie Recommendation System is designed to suggest personalized movie recommendations by analyzing extensive datasets containing movie details and credits.ultilizes python libraries numpy pandas and scikit learn.The system achieved a 15% improvement in accuracy compared to the baseline model by identifying key factors that influence user choice

data-analysis data-visualization numpy-library pandas-dataframe scikit-learn seaborn-python

Last synced: 13 Oct 2024

https://github.com/datastalker/survival-cox

This repository contains an R script for performing survival analysis on breast cancer surgery data from the University of Chicago's Billings Hospital. The analysis includes Kaplan-Meier estimation and Cox Proportional Hazards modeling to assess patient survival.

breast-cancer-prediction cox-model data-analysis data-science data-visualization epidemiology kaplan-meier r survival-analysis

Last synced: 28 Oct 2024

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: 31 Oct 2024

https://github.com/aldrinjenson/smart-qa

Query any structured data and find relations using natural language

data-analysis llm nlp sql

Last synced: 01 Nov 2024

https://github.com/wardenkenny/data-analyst-portfolio

A repository I have created to show and explore data analytics.

data-analysis excel r spreadsheets sql tableau

Last synced: 28 Oct 2024

https://github.com/gabboraron/biostatisztika_es_alkalmazasai

"A statisztika a matematika azon ága, melynek feladata, hogy eszközt adjon a politikusok kezébe, mellyel tetszőleges állítás és annak ellentéte is tudományos alapon igazolható"

biostatistics data-analysis data-visualization r statistics statistics-course

Last synced: 01 Nov 2024

https://github.com/timkong21/aws-batch-processing

Big data analysis with AWS services, filtering the Wikiticker dataset with Apache Spark on Amazon EMR, storing data in S3, cataloging with AWS Glue, and querying with Amazon Athena. This end-to-end pipeline exemplifies handling and analyzing big data in the cloud.

apache-spark aws aws-athena aws-emr aws-glue aws-s3 big-data cloud-computing data-analysis data-processing

Last synced: 16 Nov 2024

https://github.com/noeldevelops/stem-degrees-analysis-cpp

C++ Data Analysis, I/O - takes an external data file for processing, performs some statistical analysis, and displays the results in the console

cpp data-analysis

Last synced: 16 Nov 2024

https://github.com/maazie-khan/austin-housing-insights-powerbi

Worked with a real estate dataset, we will build a tool to evaluate trends and drivers of house prices around Austin, Texas.

dashboard data-analysis data-science data-visualization database powerbi

Last synced: 13 Oct 2024

https://github.com/maazie-khan/power-bi-projects

Welcome to my personal Power BI portfolio repository! Here you will find a collection of Power BI projects and dashboards that demonstrate my skills and expertise in data visualization, business intelligence, and analytics using Power BI.

dashboard data-analysis data-science data-visualization database excel powerbi

Last synced: 13 Oct 2024

https://github.com/saiteja-talluri/data-analytics-assignement

Report on World Happiness Data (Data Analysis and Visualisation of the data)

data-analysis data-visualization ipynb-jupyter-notebook

Last synced: 05 Nov 2024

https://github.com/puspacempaka/hackerrank-sql-challenges-intermediate

This repository features solutions to various intermediate-level SQL challenges from HackerRank. It includes efficient SQL queries, problem-solving techniques, and well-documented scripts. Explore these solutions to understand different SQL problems and enhance your skills.

challenges data-analysis database hackerrank-solutions queries sql sql-intermediate-level

Last synced: 13 Oct 2024

https://github.com/stepankuzmin/machine-learning-data-analysis

My homeworks on Coursera Machine Learning and Data Analysis specialization

coursera data-analysis jupiter machine-learning python

Last synced: 15 Oct 2024

https://github.com/kheriberto/linear_regression_ecommerce

Simple project showcasing crafting a linear regression model with SciKit Learn

data-analysis jupyter-notebook linear-regression pandas python scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/andrewzgheib/football-database-analysis

Football database utilizing PostgreSQL and Pandas for data management, with PowerBI for intuitive KPI visualization

data-analysis data-visualization database pandas pgsql postgr powerbi sql

Last synced: 11 Oct 2024

https://github.com/kheriberto/logistic_regression_project

A project that analyses dummie data from an advertising company using logistic regression

data-analysis logistic-regression pandas python scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/ngangawairimu/linear-regression-

This project builds a linear regression model in Python to predict outcomes and derive insights from feature data. It covers data cleaning, feature analysis, and model evaluation, showcasing predictive modeling techniques using scikit-learn, pandas, and visualization libraries.

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

Last synced: 31 Oct 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: 15 Nov 2024

https://github.com/jooapa/bytebrother

Byte Brother is watching YOU

data data-analysis security

Last synced: 12 Nov 2024

https://github.com/krypten/playingcardsstatisticalanalysis

Statistical Analysis of Playing Cards (Descriptive Statistics: Final Project)

data-analysis machine-learning machinelearning python statistics udacity

Last synced: 12 Nov 2024

https://github.com/spacebakery/variance-in-weather-project

Codecademy | Statistics for Data Analysis | Variance and Standard Deviation

data-analysis python standard-deviation statistics variance

Last synced: 09 Nov 2024

https://github.com/mohamed3nan/udacity

Udacity Data Analysis Nanodegree Program

data-analysis data-visualization numpy pandas python

Last synced: 14 Nov 2024

https://github.com/tszon/data-science-projects

Included are all the worth-noting Data Science projects in my learning journey with DataCamp.

data-analysis data-science exploratory-data-analysis feature-engineering machine-learning modelling preprocessing-data scikit-learn supervised-learning

Last synced: 12 Oct 2024

https://github.com/kahleryasla/car-sales-data-analysis

This project retrieves and cleans car sales data from a Google Sheets document, and performs various analyses on the data, including calculating the average price of cars for each year and the standard deviation of the prices of each brand. The cleaned and modified data is then saved to an Excel file.

data data-analysis data-cleaning data-manipulation excel google-sheets pandas pandas-python

Last synced: 13 Nov 2024

https://github.com/docuvesta/la-mer-skincare-chicago-duty-free-analysis

Comparing La Mer product selection, availability and pricing from 3 different purchase locations ✈️

analytics cremedelamer data-analysis data-analytics data-science data-visualization lamer luxury plotly python seaborn skincare

Last synced: 09 Nov 2024

https://github.com/docuvesta/la-prairie-luxury-skincare-makeup-analysis

Web scraping La Prairie skincare websites for brand and product insights 🛍️

cosmetics data-analysis data-analytics data-visualization jupyter-notebook luxury python science skincare

Last synced: 09 Nov 2024

https://github.com/otonomee/against-the-clock-transcript-analysis

This repository contains code and analysis for exploring the transcripts of the various "Against The Clock" videos featured on the FACT Magazine YouTube channel. The goal is to uncover insights, patterns, and trends across the different artists and their creative process under time constraints.

against-the-clock ai-analysis audio-processing creative-ai creative-process data-analysis fact-magazine machine-learning music-production natural-language-processing nlp text-mining yt-dlp

Last synced: 10 Nov 2024

https://github.com/thanhngan22/data-analyst-fundamental

🧩 data analyst fundamental | Knowledge relevant to a datathon | materials

analyzing-data-using-pandas data-analysis datathon tensorflow

Last synced: 09 Nov 2024

https://github.com/jinkogule/multi-analyst

O Multi Analyst é uma ferramenta de análise de dados com uma usabilidade simples, que utiliza inteligência artificial para interpretar os resultados das análises realizadas, retornando insights úteis aos usuários.

apriori-algorithm bootstrap css data-analysis django html numpy open-ai pandas python web-application

Last synced: 09 Nov 2024

https://github.com/johannaschmidle/road-collisions-project

Understanding Accident Severity for Effective Road Management [Excel]

data-analysis data-visualization excel pivot-tables traffic-analysis

Last synced: 12 Nov 2024

https://github.com/johannaschmidle/amazon-cat-couch

Customer product reviews + ratings analysis and visualization [Python, Excel, Tableau, R]

data-analysis data-visualization jupyter-notebook python-notebook r-markdown sentiment-analysis text-analysis web-scraping

Last synced: 12 Nov 2024

https://github.com/johannaschmidle/netflix-subscription-analysis

Analyzing Netflix subscription trends from 2021 - 2023 [SQL, Tableau]

data-analysis data-cleaning data-trend data-visualization netflix

Last synced: 12 Nov 2024

https://github.com/techshot25/graduateadmissions

Looking at the probability of being accepted in a graduate program using a machine learning model

bayesian-regression correlation-matrices data-analysis data-science linear-regression machie-learning random-forest-regression regression ridge-regression

Last synced: 10 Nov 2024

https://github.com/davidzajac1/four-percent-rule-pandas-analysis

Analysis of the 4% Personal Finance Rule of Thumb

data-analysis data-visualization pandas python

Last synced: 09 Nov 2024

https://github.com/min-thway-htut/r-programming

Repository for R-Programming

data-analysis r-programming

Last synced: 10 Nov 2024

https://github.com/dthung1602/goodread-bestbook-prediction

Data analysis - trying to predict the result of Goodreads Choice Adward

data-analysis goodreads pca python r xgboost

Last synced: 09 Nov 2024

https://github.com/ninadpatil09/hospital_emergency_room_analysis

This comprehensive analysis delves into the performance and characteristics of the hospital's emergency room over the past year. By scrutinizing key metrics and patient demographics, this study aims to provide valuable insights for optimizing patient care, resource allocation, and overall operational efficiency.

data-analysis tableau-public visualization

Last synced: 09 Nov 2024

https://github.com/mahdi-meyghani/movie-recommendation-system

A Python-based movie recommendation system utilizing popularity-based, content-based, and collaborative filtering models with data science and machine learning techniques.

data-analysis data-science machine-learning recommendation-system scikit-learn scikitlearn-machine-learning

Last synced: 10 Oct 2024

https://github.com/ninadpatil09/heart_disease_detection_analysis

The Heart Disease Detection Analysis aims to create a predictive model for identifying individuals at risk of heart disease. Using a dataset with attributes like age, sex, and health metrics, the project focuses on distinguishing patients with and without heart disease.

data-analysis data-cleaning data-science data-visualization machine-learning

Last synced: 09 Nov 2024

https://github.com/pratanup/solar-power-generation-prediction

A solar power generation company wants to optimize solar power production and needs the prediction model to predict ‘Clearsky DHI’, ‘Clearsky DNI’, ‘Clearsky GHI’.

anaconda data-analysis data-science google-colab jupiter-notebook machine-learning machine-learning-algorithms machinelearning-python prediction prediction-model python

Last synced: 08 Nov 2024

https://github.com/aangelone2/das-c

Lightweight parallel Data Analysis Suite in C

c correlation-analysis data-analysis monte-carlo multithreading openmp

Last synced: 14 Nov 2024

https://github.com/sabelomkhwanzi/data-alchemist-boot-camp

Built on Covalent's Unified API, Increment has the full historical data set for 40+ chains including every smart contract, event, transaction, address, etc. With access to all this data you can find:

covalent data-analysis increment

Last synced: 17 Nov 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 awesome-web3 67 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 141 数据可视化 131 Reading corner 129 机器学习框架 122 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