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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/jakobzmrzlikar/pca-on-genomes

An analysis of human genome mutations from different populations.

data-analysis genome-analysis pca-analysis

Last synced: 07 Nov 2024

https://github.com/iguptashubham/ev-market-exploration

So, market size analysis is a crucial aspect of market research that determines the potential sales volume within a given market

data-analysis data-analysis-projects data-science-project forecast projects python

Last synced: 14 Nov 2024

https://github.com/jakobzmrzlikar/trg-dela

Data analysis of student job offers.

data-analysis ipython-notebook web-scraping

Last synced: 07 Nov 2024

https://github.com/navp7/hr_analysis_excel

This project utilizes Microsoft Excel to conduct a comprehensive analysis of HR data, focusing on identifying the various reasons for employee attrition and evaluating job satisfaction

dashboards data-analysis excel visualization

Last synced: 07 Nov 2024

https://github.com/valyaevgeorgiy/r_basic

Работа с основами среды R и тем самым изучения нового языка программирования, связанного непосредственно с анализом данных и построением графиков и диаграмм.

coding data data-analysis r rstudio

Last synced: 07 Nov 2024

https://github.com/harkishen-singh/agriculture-ds

An Agricultural based Mtech project, on Data Science, which predicts the growth of crops based on previous year records.

data-analysis pandas python

Last synced: 07 Nov 2024

https://github.com/netesf13d/expt-sequence-analysis

Data processing, analysis and visualization package for atomic physics experiments in the single-atom regime.

cold-atoms data-analysis data-visualization optical-tweezers

Last synced: 11 Nov 2024

https://github.com/kariemseiam/geoegy

An innovative and responsive dashboard to discover, filter, and analyze places across Egypt. Featuring advanced search, interactive maps with Leaflet.js, real-time analytics, dark mode, and seamless data export—all wrapped in a sleek, modern design with RTL support.

accessibility data-analysis data-visualization es6-modules geojson javascript leaflet mapping openstreetmap places-data responsive-design web-development

Last synced: 12 Nov 2024

https://github.com/lucs1590/agidatatest

This is a repository with data analysis and data science tests.

data-analysis data-science python test

Last synced: 13 Nov 2024

https://github.com/karencofre/riesgorelativo-lookerstudio

proyecto de análisis de datos y análisis perdicitvo en looker studio y google colab

bigquery data-analysis data-science machine-learning matplotlib python sklearn sql

Last synced: 13 Oct 2024

https://github.com/xre22zax/roller-coaster

Explore award-winning wood and steel coasters from 2013-2018 Golden Ticket Awards & Captain Coaster, all powered by Python and interactive visualizations.

analytics data-analysis data-visualization pandas python python-lambda python3 visualization

Last synced: 06 Nov 2024

https://github.com/bhaskaracharjee/student-results-analysis

Analyzing student results to uncover insights

data-analysis student-results

Last synced: 06 Nov 2024

https://github.com/jayita11/exploring-most-streamed-songs-for-last-four-decades-eda

Perform EDA to uncover trends in streaming patterns, likes, and artists over the last four decades.

data-analysis eda hypothesis-testing matplotlib most-streamed-songs pandas python seaborn

Last synced: 13 Nov 2024

https://github.com/yandexdataschool/ml-sweights-experiments

Experiments for the "Machine Learning on data with sPlot background subtraction" paper

data-analysis high-energy-physics machine-learning statistics

Last synced: 06 Nov 2024

https://github.com/jayita11/eda-student-exam-performance

This project performs Exploratory Data Analysis (EDA) and hypothesis testing on student performance data. It explores trends based on attributes like gender, race/ethnicity, parental education, lunch type, and test preparation course completion.

data-analysis eda hypothesis-testing matplotlib pandas python seaborn statsmodels student-performance-analysis

Last synced: 13 Nov 2024

https://github.com/jayita11/atliqo-bank-credit-card-launch-eda

This project involves exploratory data analysis and statistical testing for AtliQo Bank's new credit card launch. Key insights include targeting high-income occupations and the 18-25 age group. Recommendations focus on tailored marketing campaigns, education, and incentives to enhance credit card adoption and usage among young adults.

data-analysis hypothesis-testing matplotlib p-value pandas python seaborn statistics z-test

Last synced: 13 Nov 2024

https://github.com/pseudomanifold/us-inauguration-speeches

Data & feature extraction for U.S. inauguration speeches

data-analysis data-science inauguration politics speech speeches

Last synced: 06 Nov 2024

https://github.com/hyperentangledqubit/shellplot

shellplot -- Generate plot(s) directly from terminal via matplotlib or ggplot2 (plotnine)!

data-analysis ggplot2 graphics matplotlib plotnine plotting pyplot terminal

Last synced: 11 Nov 2024

https://github.com/amyanchen/sf-airbnb

Exploratory Data Analysis of San Francisco Airbnb's

data-analysis data-science data-visualization r rmarkdown statistics

Last synced: 07 Nov 2024

https://github.com/edumoraes1/republicacao-produtos

SQL Query realizada para criação de automação de disparo de push via salesforce

bq data-analysis salesforce sql

Last synced: 12 Oct 2024

https://github.com/silianpan/python-data-analysis-course

python data analysis course of drotion-lega

data-analysis jupyter-notebook panda

Last synced: 06 Nov 2024

https://github.com/auliannee/new-york-uber-pickups-analysis

This repository contains the projects related to data collecting, quality check, manipulation, analyzing, and visualizations.

data-analysis data-science ipython-notebook jupyter-notebook python

Last synced: 13 Nov 2024

https://github.com/motapinto/agent-based-simulation-conquest

Agent-based simulation modelation of the conquest Battlefield gamemode

agent-based-simulation data-analysis jade java sajas swing

Last synced: 06 Nov 2024

https://github.com/edumoraes1/journey_active_users

Segmentação de base via SQL para jornada de vendedores ativos

bq data-analysis salesforce sql

Last synced: 12 Oct 2024

https://github.com/quantumudit/groceries-basket-analysis

This project performs market basket analysis using Power BI and Python to reveal associations between grocery items. It involves transforming raw transaction data into a processed dataset, creating interactive Power BI reports, and generating key insights through Python, enabling data-driven decision-making.

data-analysis data-visualization pandas powerbi python

Last synced: 06 Nov 2024

https://github.com/mirokeimioniemi/classifying-software-pirates

Exploring the factors driving people into software piracy by training two machine learning models to predict whether a person with certain characteristics and sentiments is likely to possess any pirated software or not using a dataset collected via a survey targeting users of music production software.

data-analysis data-science decision-tree-classifier logistic-regression machine-learning piracy python software-piracy survey

Last synced: 12 Nov 2024

https://github.com/chrispsang/customerchurnanalysis

Predicting customer churn using a RandomForestClassifier with detailed EDA, model evaluation, and visualization. Includes a Tableau dashboard for interactive insights.

customerchurn data-analysis data-visualization datapreprocessing machine-learning python scikit-learn tableau

Last synced: 10 Oct 2024

https://github.com/szymon-budziak/real_estate_house_prices_prediction

Predicting real estate house prices using various machine learning algorithms, including data exploration, preprocessing, model training, and evaluation.

data-analysis data-preprocessing data-science eda jupyter-notebook machine-learning matplotlib numpy optuna pandas predictive-modeling price-prediction python random-forest regression scikit-learn seaborn

Last synced: 10 Oct 2024

https://github.com/lunarwhite/lake-george-viz

Simple data analysis and visualization of Lake Geroge with Python.

data-analysis python

Last synced: 06 Nov 2024

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

A sample dataset of over 1000 Airbnb listings, extracted using the Bright Data API, ideal for competitor tracking, brand reputation, and market analysis.

airbnb airbnb-listings api data-analysis datasets web-scraper web-scraper-api web-scraping

Last synced: 06 Nov 2024

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

A sample dataset of over 1000 Shopee products, extracted using the Bright Data API, ideal for pricing optimization, gap analysis, and market strategy refinement..

api data-analysis data-mining datasets products shopee web-scraping

Last synced: 06 Nov 2024

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

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

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

Last synced: 06 Nov 2024

https://github.com/khanovico/python-stock-analyzer

This is a Webapp implemented by python and several data science frameworks, enabling online stock trend analyzing.

amcharts-js-charts data-analysis data-visualization flask javascript pandas python scikit-learn

Last synced: 03 Nov 2024

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

A sample dataset of over 1000 Indeed job listings, extracted using the Bright Data API, ideal for market analysis and growth.

api data-analysis datasets indeed jobs web-scraping

Last synced: 06 Nov 2024

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

A sample dataset of over 1,000 Amazon product listings, extracted using the Bright Data API, perfect for competitive analysis, market trends, and eCommerce insights.

amazon api data-analysis data-science dataset ecommerce products web-scraping

Last synced: 06 Nov 2024

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

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

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

Last synced: 06 Nov 2024

https://github.com/lopez86/datascienceexamples

Examples of various data science & data analysis topics using various sources of data.

data-analysis data-science pandas scikit-learn tutorial visualization

Last synced: 06 Nov 2024

https://github.com/balajimohan18/foreign-exchange-rate-time-series-datascience-project

This project will use time series analysis to forecast the exchange rate between the euro and the US dollar. The project will use a variety of statistical techniques, such as ARIMA to model the data and forecast the exchange rate.

data-analysis data-analytics data-preprocessing data-science data-transformation data-visualization eda exploratory-data-analysis foreign-exchange-rates machine-learning model-fitting predictive-modeling python3 time-series time-series-analysis

Last synced: 14 Nov 2024

https://github.com/rickcontreras/modelos1

Modelo de clasificación para predecir el desempeño de estudiantes en las Pruebas Saber Pro en Colombia. Incluye análisis exploratorio de datos, preprocesamiento y modelos de machine learning.

classification colombia data-analysis data-science education educational-assessment exploratory-data-analysis jupyter-notebook machine-learning python saber-pro scikit-learn student-performance

Last synced: 10 Oct 2024

https://github.com/lopez86/rust-mlearn

Machine Learning Tools in Rust

data-analysis data-science machine-learning rust

Last synced: 06 Nov 2024

https://github.com/samuelsoaress/wkd-default-reduction

reduction of default from 35% to 25% or less with machine learning techniques

data-analysis data-exploration data-science machine-learning-algorithms

Last synced: 10 Nov 2024

https://github.com/aisurjyasamantaray/-optimizing-target-s-brazilian-operations-insights-from-order-processing-pricing-and-payment-trends-

This project offers an in-depth analysis of consumer behavior, logistical performance, and payment preferences within the e-commerce sector. By examining order costs, delivery times, and payment methods, businesses can uncover valuable insights into operational efficiency and customer preferences.

bigquery consumer-insights data-analysis database sql target

Last synced: 12 Oct 2024

https://github.com/shuddha2021/stellar-candidate-selector

A sophisticated candidate selection algorithm leveraging multi-criteria analysis and machine learning to identify top software engineering candidates. This tool features flexible filtering, score adjustment, and detailed visualizations to streamline the recruitment process.

candidate-selection data-analysis data-visualization machine-learning pandas plotting-in-python python python-data-analysis recruitment scikit-learn

Last synced: 06 Nov 2024

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

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

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

Last synced: 16 Nov 2024

https://github.com/quocduyenanhnguyen/roi-modeling-and-analysis-of-sports-dataset

In this project, you will find my ROI model for retirement savings and PowerPoint presentation of my ROI model, as well as my data analysis/visualization of Sports Ticket Sales dataset that I concluded with a PDF group written report

data-analysis data-visualization microsoft-excel rate-of-return-modeling sports-ticket-sales-dataset

Last synced: 08 Nov 2024

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: 08 Nov 2024

https://github.com/dataforgeopenaihub/steam-sales-analysis

This repository features an ETL pipeline for retrieving, processing, validating, and ingesting game metadata and sales data from SteamSpy and Steam APIs. Data is stored in a MySQL database on Aiven Cloud and visualized using Tableau dashboards for insightful analysis of gaming trends and sales performance.

data-analysis data-engineering data-pipepline data-warehousing games mysql-database python steam-api tableau typer-cli

Last synced: 10 Oct 2024

https://github.com/anjalikumari021/sports_data_analysis_using_excel

Analyzed Sports data and prepared advanced dashboard using MS Excel.

data-analysis data-cleaning excel-dashboard ms-excel pivot-tables reporting

Last synced: 14 Nov 2024

https://github.com/themihirmathur/uber-data-analytics

The goal of this project is to perform comprehensive data analytics on Uber trip data using a modern data engineering stack on Google Cloud Platform (GCP).

bigquery data-analysis data-engineering etl-pipeline google-cloud-platform looker python

Last synced: 12 Oct 2024

https://github.com/mysftz/statistical-analysis

A in-depth review of statistical analysis in Python from datasets.

data-analysis python python3 statistics university university-project

Last synced: 06 Nov 2024

https://github.com/mysftz/statistics-analysis

A python statistical analysis of a dataset and probability.

data-analysis matplotlib python python3 statistical-analysis

Last synced: 06 Nov 2024

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: 06 Nov 2024

https://github.com/saitoxu/data-analysis-workspace

Docker image for data analysis

data-analysis docker python

Last synced: 10 Nov 2024

https://github.com/abdoomohamedd/python-data-analysis-projects

Welcome to the Python Data Analysis Projects repository! This repository contains a collection of data analysis projects that I have worked on. Each project involves cleaning data, performing exploratory data analysis (EDA), and creating visualizations to extract insights. The projects utilize various Python libraries, including pandas, numpy, matp

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

Last synced: 06 Nov 2024

https://github.com/manjit-baishya-datascience/flipkart-laptop-listing-eda

This project analyzes laptop price data from Flipkart using AutoScraper for web scraping. It includes data loading, EDA, cleaning, statistical analysis, and visualization. The goal is to derive insights for pricing strategies and market positioning. Explore the repository for detailed documentation and code.

data-analysis ecommerce-platform flipkart laptop python

Last synced: 13 Nov 2024

https://github.com/mrsamsonn/monolithic-polylithic-crystal-segmentation

A grid segmentation algorithm for clustering crystal structures using diffraction patterns. Useful in material science and nanotechnology, this code enables detailed analysis of crystals for research and industrial applications.

clustering crystal-structure crystallography data-analysis diffraction-patterns grid-segmentation image-processing k-means machine-learning matertial-science nanotechnology python research-project research-tools scientific-computing

Last synced: 02 Nov 2024

https://github.com/steviecurran/gbt-scripts

IDL scripts for the reduction of Green Bank Telescope data

data-analysis data-compression data-visualization radio-astronomy spectroscopy

Last synced: 14 Nov 2024

https://github.com/vidyadnina/cyclistic-sql-tableau-project

Trip data analysis for a bike-sharing service company using SQL and Tableau.

bigquery dashboard data-analysis data-analytics-sql data-cleaning data-visualization sql

Last synced: 12 Oct 2024

https://github.com/steviecurran/prediction-plot

C (pgplot) code to plot predicted versus measured values (generated from Tensorflow)

astrophysics data-analysis high-redshift machine-learning statistics tensorflow visualization

Last synced: 14 Nov 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: 07 Nov 2024

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: 07 Nov 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: 07 Nov 2024

https://github.com/mateusoliveira30/top-intelligent-people

This project performs an exploratory analysis of the top_intelligent_people_in_the_world_5000.csv dataset, featuring some of the world's most intelligent individuals. Using pandas and matplotlib, the analysis includes checking for missing values, describing variables, and visualizing data.

data-analysis graphics kaggle-dataset python3

Last synced: 08 Nov 2024

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: 07 Nov 2024

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: 13 Nov 2024

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: 06 Nov 2024

https://github.com/thisisashukla/survival-analysis

Hands-On Survival Analysis in Python

data-analysis data-science survival-analysis

Last synced: 07 Nov 2024

https://github.com/kheriberto/pandas_and_seabron_project

In this project I showcase my ability using pandas and seaborn to mold, transform and plot data.

data-analysis pandas python seaborn

Last synced: 10 Nov 2024

https://github.com/kwonnayeon/medium-post-projects

Contains the code and projects from my Medium posts. I share what I've learned through trial and error to help others tackle similar work smoothly.

data-analysis data-science data-visualization medium-articles python r-language sql

Last synced: 13 Nov 2024

https://github.com/mlund2k/project-1-baseball-performance-vs.-attendance

Project assets for my first exploratory data analysis: Baseball Performance vs. Attendance.

bigquery data-analysis data-cleaning data-visualization excel rstudio sql tableau tidyverse

Last synced: 12 Oct 2024

https://github.com/sunsided/esc2024

Exploratory Data Analysis on the ESC 2024 results

csv data-analysis eurovision-song-contest scraping

Last synced: 02 Nov 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: 07 Nov 2024

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: 07 Nov 2024

https://github.com/pranav016/exploratory-data-analysis-of-google-app-store-dataset

This is a data analysis done on the Google app store dataset to answer a few questions related to the data through data visualization techniques.

data-analysis

Last synced: 05 Nov 2024

https://github.com/pranav016/exploratory-data-analysis-of-sp500-dataset

This a data-analysis that I performed on the S&P 500 dataset and answered a few questions through data visualization techniques.

data-analysis

Last synced: 05 Nov 2024

https://github.com/virajbhutada/article-clustered-recommendation-system-ml

This project aims to redefine content discovery by delivering personalized article recommendations tailored to individual user preferences. We use advanced machine learning techniques like PCA and K-means clustering to analyze user behavior and article characteristics to provide highly accurate recommendations.

anaconda article-recommendation clustering-algorithm data-analysis data-science keras-tensorflow machine-learning machine-learning-algorithms ml-models numpy pandas plotly python scikit-learn scipy

Last synced: 15 Oct 2024

https://github.com/maazie-khan/olympics-data-enigeering

Worked with Azure Data Factory, Databricks, Data Lake Storage, and Synapse Analytics to build an ETL pipeline for processing and analyzing Olympic Games data from Kaggle.

azure big-data data-analysis dataengineering devops pipeline

Last synced: 14 Oct 2024

https://github.com/an4pdm/relatorio-de-vendas

O presente projeto foi feito através das ferramentas oferecidas pelo Power BI afim de aprimorar meus conhecimentos sobre ETL. Os dados utilizados foram de origem do site "Kaggle".

data-analysis data-visualization database etl powerbi

Last synced: 13 Nov 2024

https://github.com/dionixius7/titanic-disaster-ml-model

This project predicts the survival of passengers on the Titanic by using Kaggle Titanic Disaster Dataset. The dataset contains information related to passengers, such as age, gender, and class. Different machine learning algorithms have been applied for this predictive model to accomplish an accurate prediction that will define the survival chances

data-analysis data-science data-visualization eda knn-classifier machine-learning neural-network python scikit-learn svm tensorflow titanic-kaggle titanic-survival-prediction

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 R 163 Machine Learning 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 分布式机器学习 62 地理Geo处理 62 Books 61 图数据处理 59 数据管道和流处理 58