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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/yalai92/alfalfa_imp_exp_analysis

This repository covers data cleaning, analysis, and visualization of global alfalfa and pellet imports, focusing on trends from 2003 to 2023. It also includes a predictive analysis of global alfalfa demand for 2024-2029, using data science techniques to provide insights for stakeholders in the alfalfa industry.

data-analysis data-cleaning data-visualization matplotlib numpy pandas python sckiit-learn tableau

Last synced: 12 Feb 2025

https://github.com/mahapeth/invest-track

Реализация инструмента для мониторинга активности пользователей ИС "Инвест" для ВКР по направлению 01.03.02 Прикладная математика и информатика

analitycs app data-analysis data-visualization jupyter-notebook python sites

Last synced: 02 Feb 2025

https://github.com/abeltavares/hotel_performance_analysis

A Power BI project that analyzes the performance of a hotel, including revenue, expenses, customer data, hospitality metrics and financial ratios.

business-intelligence data-analysis expenses financial-analysis hospitality-industry power-bi revenue

Last synced: 05 Jan 2025

https://github.com/ramonanf/tc1002s_semanatec

Herramientas computacionales: El arte de la analítica

data-analysis data-visualization jupiter-notebook pandas-python

Last synced: 20 Jan 2025

https://github.com/yash22222/web-scraping-for-data-analysis-predictive-model-on-customer-data

Utilized web scraping for customer feedback at Air India, conducting robust data analysis, and applying machine learning for predictive modeling. Drove data-driven decisions, enhancing services, and elevating customer satisfaction. Expertise in web scraping, analysis, and predictive modeling for actionable insights.

data-analysis data-preprocessing data-science data-visualization exploratory-data-analysis machine-learning powerbi random-forest-classifier sentiment-analysis tableau web-scraping

Last synced: 05 Jan 2025

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 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: 17 Feb 2025

https://github.com/capjamesg/personal-notebooks

Notebooks for personal experiments with machine learning and computer vision.

data-analysis machine-learning notebooks

Last synced: 08 Feb 2025

https://github.com/surajwate/datalab

DataLab is a versatile toolkit designed to simplify data exploration, analysis, and visualization for data scientists.

data-analysis data-science python visualization

Last synced: 09 Nov 2024

https://github.com/agustin-caceres/arg-telecom-analisis

Proyecto de Data Analyst sobre servicios de Telecomunicaciones en Argentina

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

Last synced: 09 Feb 2025

https://github.com/shramkoweb/bookbot

A Python-based text analyzer that counts words and character frequencies in any .txt file, providing a detailed, sorted report. Perfect for quick text insights and learning text processing basics!

automation beginner-friendly character-frequency data-analysis file-processing open-source python text-analysis text-parser text-processing word-count

Last synced: 02 Feb 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/shimaa83/eda_v2

Automatic EDA library

data-analysis data-science python

Last synced: 20 Jan 2025

https://github.com/dissorial/prx21_erikz

Analysis of self-tracked data: interactive visualizations & predictive algorithms

analytics data-analysis data-science data-visualization machine-learning matplotlib pandas python python3 visualization

Last synced: 09 Feb 2025

https://github.com/jidesamuell/data-analytics-projects

This is a repository i have created to showcase my skills, share projects and track my progress in Data Analytics areas.

data-analysis excel matplotlib powrebi python sql

Last synced: 02 Feb 2025

https://github.com/cyprianfusi/data-scientist-technical-exercise-10ds

With recommendations to UK Department for Education of 10 Local Authorities where National Tutoring Programme (NTP) should be intensified and a response to UK Secretary of Health regarding a 76% Accident and Emergency (A&E) performance target which seems far-fetched.

data-analysis data-cleaning data-visualization hypothesis-testing pandas-python policy statistics

Last synced: 26 Jan 2025

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

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: 17 Feb 2025

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

A collection of data science projects ranging from exploratory data analysis to predictive modeling and clustering. Each project is designed to solve specific problems or explore particular datasets using various data science techniques and tools.

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

Last synced: 17 Feb 2025

https://github.com/mansogf/datascience_introduction

Data Science Introductions Practices

data-analysis data-science data-visualization graph

Last synced: 09 Feb 2025

https://github.com/pedrosfaria2/analisandopostshn

Projeto para analisar as postagens da comunidade HackerNews

analise-de-dados data-analysis datetime jupyter-notebook matplotlib python python3

Last synced: 05 Jan 2025

https://github.com/pedrosfaria2/fugascomhelicoptero

Meu primeiro uso do Jupyter Notebook em um projeto

analise-de-dados data-analysis jupyter-notebook matplotlib pandas python

Last synced: 05 Jan 2025

https://github.com/pedrosfaria2/analisetitulosnetflix

Estudo de popularidade dos filmes da Netflix no IMDB.

analise-de-dados data-analysis jupyter-notebook matplotlib numpy pandas python

Last synced: 05 Jan 2025

https://github.com/myles/notebooks

Some of my random Jupyter Notebooks.

data-analysis data-science jupyter-notebooks

Last synced: 09 Feb 2025

https://github.com/dvarshith/yelp-business-analysis

Big Data analysis on Yelp reviews/businesses for Arizona. Using Hadoop, Spark, PySpark.

arizona-state-university big-data big-data-analytics data-analysis hadoop pyspark spark yelp

Last synced: 17 Feb 2025

https://github.com/xdevmy/nlp-resume-classification

The project leveraged advanced NLP techniques to accurately classify resume catehories with high precision and recall. Includes a Streamlit interface for seamless resume uploads and predictions. Built to handle edge cases like invalid inputs and out-of-dataset values.

data-analysis data-science django nlp nlpproject nltk numpy python resume-analysis resume-scoring resumes resumescreening textract wordcloud

Last synced: 09 Feb 2025

https://github.com/kayoudan/exploring-flipkart-categories-data

Explore the extensive dataset of Flipkart categories to uncover trends and insights within the e-commerce platform. Analyze the diverse range of products and delve into the shopping preferences of consumers across various categories on Flipkart.

dashboard data-analysis data-analyst data-cleaning dax dax-expression jupyter-notebook mysql pandas power-bi powerbi python sql web-scraping

Last synced: 09 Feb 2025

https://github.com/angchekar28/valorant-gameplay-analysis

This project analyzes Valorant gameplay data to understand key factors affecting match outcomes. It compares various machine learning models to predict player performance, rank classification, and match success.

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

Last synced: 09 Feb 2025

https://github.com/angchekar28/air-quality-index-analysis

This project analyzes Air Quality Index (AQI) data to identify pollution trends, seasonal variations, and the impact of different pollutants. It includes data visualization, correlation analysis, and insights into air quality variations over time.

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

Last synced: 09 Feb 2025

https://github.com/malucor/livros

Programa em Python para fazer uma análise de dados sobre livros, a partir de um arquivo Excel.

analise-de-dados book books bookshelf data-analysis ipynb jupyter-notebook livro livros python

Last synced: 05 Jan 2025

https://github.com/arianarmw/da01-bike-sharing-analysis

🚴‍♀️ Data analysis project on bike-sharing systems. Includes data wrangling, exploratory data analysis (EDA), visualization, and interactive dashboards built with Streamlit. Explore patterns in bike usage and rental data!

bike-sharing-analysis data-analysis exploratory-data-analysis python streamlit visualization

Last synced: 17 Feb 2025

https://github.com/luizassimoes/fitness-report

Create a personalized Fitness Wrapped report using your Apple Health data with this Streamlit application. Generate comprehensive, detailed summaries of your annual fitness activities, providing valuable insights into your year-long progress and achievements.

data-analysis data-visualization python streamlit

Last synced: 17 Feb 2025

https://github.com/badranalyst/tips-dataset-analysis-dashboard-with-streamlit-and-plotly

Interactive Streamlit dashboard analyzing the Seaborn 'tips' dataset, which records information on restaurant bills, including total bill amounts, tips, customer demographics (e.g., gender, smoking status), and dining details (e.g., day, time). Visualized with Plotly for insights into tipping patterns.

data-analysis data-analytics data-visualization dataset eda exploratory-data-analysis matplotlib matplotlib-pyplot numpy pandas plotly python seaborn streamlit

Last synced: 17 Feb 2025

https://github.com/tejas-130704/whatsapp-analyser

ChatMate is a web app that analyzes WhatsApp chats, providing insightful visualizations like word clouds, heatmaps, and activity timelines. It calculates total messages, words, media, links, and more, helping you understand chat patterns for groups or individuals with ease. Simply upload your chat file and get detailed reports instantly!

data-analysis data-visualization python streamlit web-application whatsapp-analysis

Last synced: 17 Feb 2025

https://github.com/tsbarr/toronto-open-data

Analysis of Toronto's open data initiatives. 🌆 Exploring Toronto's urban systems through data science 📊 Python-based analyses of public datasets 🔍 Focus on community impact and urban patterns 🎓 Academic rigour meets practical insights 🔄 Regularly updated with new analyses

api-integration civic-tech ckan-api data-analysis data-cleaning data-science data-visualization exploratory-data-analysis jupyter-notebook open-data pandas public-data python tableau toronto urban-analytics

Last synced: 12 Feb 2025

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: 18 Jan 2025

https://github.com/eco786786/salaries

This analysis explores the factors influencing salaries for data professionals from 2020 to 2024, including job titles, experience levels, remote work ratios, employment types, company locations and sizes. Using data from Kaggle, the project uncovers trends and insights to guide both companies and professionals in the tech industry.

data-analysis git postgresql powerbi

Last synced: 02 Feb 2025

https://github.com/eco786786/restaurant_orders

This analysis seeks to uncover patterns in customer behaviour by examining restaurant order data.

data-analysis git postgresql tableau

Last synced: 02 Feb 2025

https://github.com/prekshivyas/cis-595-big-data-analytics

Comprehensive real estate price prediction project, integrating socioeconomic indicators and property features.

data-analysis data-cleaning data-mining data-preprocessing data-science data-visualization data-wrangling exploratory-data-analysis web-scraping

Last synced: 05 Jan 2025

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 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: 17 Feb 2025

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

A python statistical analysis of a dataset and probability.

data-analysis matplotlib python python3 statistical-analysis

Last synced: 17 Feb 2025

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: 17 Feb 2025

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 Jan 2025

https://github.com/anuppm9917/super-store-sales-analysis-power-bi-project

My drive to know which products, regions, categories and customer segments a company should target or avoid, I search and selected an appropriate dataset on kaggle which will match a standard superstore requirement.

data data-analysis data-visualization datacleansing excel exploratory-data-analysis jupyter-notebook numpy pandas plotly powerbi python3

Last synced: 26 Jan 2025

https://github.com/hrosicka/czechpopulationestimation

This GitHub repository contains Python code for data analysis and population prediction in the Czech Republic up to the year 2050. The code is written in Python and utilizes the Pandas and Matplotlib libraries.

data-analysis data-visualization matplotlib matplotlib-figures matplotlib-pyplot pandas pandas-dataframe pandas-library pandas-python python python3

Last synced: 26 Jan 2025

https://github.com/bala-1409/sales-forecasting-datascience-project

Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.

data data-analysis data-science data-visualization datacleaning exploratory-data-analysis machine-learning-algorithms modelfitting prediction predictive-analytics predictive-modeling python3 regression-models salesforecast supervised-learning

Last synced: 27 Jan 2025

https://github.com/bala-1409/rafik-s-kitchen-data-analysis

The Project is about the Analysis of the Sales and Expenses Data of a Famous Fast-food Restaurant. This mainly focuses on gaining Insights that will boost the Future Sales and also Business Strategies it Improve the Profit Margins. Handled Tools are SQL, Python, Power BI, MS Office Tools.

business-analytics business-intelligence data-analysis data-analytics data-visualization eda exploratory-data-analysis ms-office powerbi-report powerpoint-presentations python sql-server

Last synced: 27 Jan 2025

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: 17 Feb 2025

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 Jan 2025

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 Jan 2025

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 Jan 2025

https://github.com/debjyotisaha/sql-projects

Designed and implemented SQL-based projects to analyse and manage datasets efficiently. Demonstrated expertise in writing complex queries, optimizing database performance, and performing data extraction, transformation, and loading (ETL) processes.

data-analysis database sql

Last synced: 10 Feb 2025

https://github.com/debjyotisaha/power-bi-projects-phase-2

Created interactive dashboards and reports using Power BI to visualize complex datasets. Demonstrated proficiency in data modelling, DAX calculations, and storytelling through data to provide actionable insights.

dashboards data-analysis data-modeling data-visualisation power-query powerbi

Last synced: 10 Feb 2025

https://github.com/debjyotisaha/tableau-projects-phase-2

Published interactive dashboards on Tableau Public, highlighting expertise in data visualization and storytelling through analyses of transportation patterns, sales trends, and demographic studies. These projects showcase the ability to transform complex datasets into actionable, intuitive visuals for decision-making.

dashboards data data-analysis data-visualisation tableau

Last synced: 10 Feb 2025

https://github.com/anuppm9917/data-processing-and-csv-to-json-using-python-project

This project guides you through processing data from CSV to JSON format using Python. You'll learn to cleanse, validate, and transform data with pandas, numpy, csv, and json libraries, ensuring it's ready for POS system integration. This will help improve data integrity and streamline integration.

csv-files data data-analysis data-cleaning data-collection data-transformation data-validation python3 transformation

Last synced: 26 Jan 2025

https://github.com/oshinrathor/data-science-systems-and-analytics-projects

Dive into my Data Science Projects Repository, featuring a Spam SMS Classifier, NIA Dashboard, H1N1 Vaccine Prediction, and NYC Taxi Fare Prediction. Each project showcases my skills in data cleaning, exploratory analysis, modeling, and visualization, offering valuable insights and methodologies for data enthusiasts and practitioners.

dashboard data-analysis data-driven-decisions data-presentation data-science data-visualization dataexploration eda insights nia webanalytics

Last synced: 13 Jan 2025

https://github.com/abhroroy365/market_analysis

This project explores customer segmentation and market analysis in the context of online retail using an online retail dataset. By applying advanced analytics, we aim to uncover insights that can drive strategic decisions and enhance business performance.

clustering data data-analysis data-visualization kmeans-clustering machine-learning market-analysis python silhouette-analysis

Last synced: 02 Jan 2025

https://github.com/daniil-oberlev/profit-visualization

A Python project for profit analysis with interactive visualizations using pandas, matplotlib, seaborn, and hvplot.

data-analysis hvplot matplotlib pandas profit-analysis python sales seaborn visualization

Last synced: 05 Jan 2025

https://github.com/chaganti-reddy/weather-prediction-australia

Creating a fully-automated system that can use today's weather data for a given location to predict whether it will rain at the location tomorrow.

data-analysis logistic-regression machine-learning prediction-model python3

Last synced: 20 Jan 2025

https://github.com/chaganti-reddy/ai-prototype-customer-segmentation

Artificial Intelligence Prototype product based model for Customer Segmentation in E-Commerce Industry.

artificial-intelligence cluster-analysis customer-segmentation data-analysis machine-learning product-based prototype

Last synced: 20 Jan 2025

https://github.com/chaganti-reddy/house-price-prediction

Machine Learning Model creation for House Price Prediction

data-analysis deep-learning jupyter-notebook machine-learning python3 regression

Last synced: 20 Jan 2025

https://github.com/hassanislam463/sentiment_analysis_of_financial_news_headlines_and_affect_on_stock_price_prediction

This project analyzes financial news sentiment using a fine-tuned RoBERTa model and integrates it with stock data to predict price movements using LSTM and GRU. It highlights the role of sentiment in enhancing stock market forecasting.

data-analysis data-science data-visualization deep-learning lstm-neural-networks nlp-machine-learning

Last synced: 02 Feb 2025

https://github.com/hassanislam463/british-airways-data-science

Analyze Skytrax reviews to uncover customer sentiments and key themes while predicting booking behavior using machine learning. This repository includes data collection, analysis, and modeling scripts alongside concise, visualized insights to improve customer experience and operational efficiency.

data-analysis data-science data-visualization

Last synced: 02 Feb 2025

https://github.com/hassanislam463/data-cleaning-and-modelling-top-5-categories-analysis-forage

This project involves cleaning, merging, and analyzing datasets to identify the top 5 performing categories based on aggregate popularity scores. It includes cleaned datasets, a final merged dataset, visualizations, and a presentation summarizing the tasks and results. Tools used: Microsoft Excel, Python, and PowerPoint.

data-analysis data-visualization microsoft-excel

Last synced: 02 Feb 2025

https://github.com/shyamkumarnagilla/ai-powered-forecasting-for-agricultural-productivity

AI Powered Forecasting for Agricultural Productivity is a project that utilizes machine learning to predict crop yields and optimize farming practices. By harnessing historical and real-time data, this model empowers farmers with data-driven insights to enhance productivity and sustainability in agriculture.

data-analysis data-visualization deep-learning flask neural-network

Last synced: 05 Jan 2025

https://github.com/tj2904/lfb-callout-analysis

An investingation into London FIre Brigade's callout data.

data-analysis decsion-tree kmeans lfb-incidents london-fire-brigade pandas python seaborn

Last synced: 28 Dec 2024

https://github.com/trim0500/fe-stats-classifier

An experiment to create a machine learning model via PyTorch to classify select Fire Emblem unit base stat distributions.

creational-patterns data-analysis data-science data-visualization design-patterns excel jupyter jupyter-notebook matplotlib-pyplot numpy pandas python python-modules python3 pytorch singleton

Last synced: 02 Feb 2025

https://github.com/debjyotisaha/data-analytics-projects-phase-2

Developed and showcased various data analytics projects, including data preprocessing, exploratory data analysis, and visualization. Utilized tools such as Python, Pandas, NumPy, and Matplotlib to derive actionable insights and demonstrate problem-solving capabilities.

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

Last synced: 02 Feb 2025

https://github.com/malexandersalazar/covid-19-peru-estimacion-oxigeno-requerido

Análisis técnico de casos confirmados por COVID-19 en Perú para la estimación de oxígeno medicinal requerido.

covid-19 data-analysis data-science peru python

Last synced: 17 Feb 2025

https://github.com/bryanfks-dev/klempoken-analysis

Analysis and forcasting model for Klempoken MSMEs

big-data-analytics data-analysis data-forecast data-visualization

Last synced: 14 Dec 2024

https://github.com/alexgenovese/react-charts-covid-19-data

Examples on COVID-19 data using different library charts: G2, G2Plot, Plotly, ApexCharts

data-analysis data-science data-visualization react reactjs

Last synced: 28 Dec 2024

Data analysis Awesome Lists
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