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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/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 Jan 2025

https://github.com/balajimohan18/milk-production-time-series-forecasting-datascience-project

This project uses time series forecasting to predict future milk production. The data used in this project is monthly milk production data from January 1962 to December 1975. The ARIMA (autoregressive integrated moving average) model is used to forecast the milk production. The model is evaluated using various metric.

acf adf data-analysis data-cleaning data-science data-visualization eda exploratory-data-analysis machine-learning pacf seasonality time-series trends

Last synced: 14 Jan 2025

https://github.com/balajimohan18/loan-classification-datascience-project

This project uses machine learning algorithms to predict the classification of loan status. The dataset is loaded and some transformation is done using SQL for getting a proper dataset with some valid informations.

classification data-analysis data-cleaning data-science data-visualization loan-prediction loan-status machine-learning sql supervised-learning

Last synced: 14 Jan 2025

https://github.com/balajimohan18/power-bi-visualization-project

This repository contains Visualization Projects which is visualized through Power BI Software, by using the visualization we can gain multiple insights and strategies which helps to develop the business for gaining high profit margins and by the insights we can reduce damages by accidents & calamities.

data-analysis data-cleaning data-science data-visualization exploratory-data-analysis microsoft-excel microsoft-power-bi microsoft-powerpoint powerbi powerbi-visuals powerpoint-slides

Last synced: 14 Jan 2025

https://github.com/vara-co/solar-eclipse-2024

Group Project on the 2024 Solar Eclipse's Path over the US with an interactive map and a couple of visualizations on the data gathered.

data-analysis data-visualizations html-css-javascript interactive-map javascript map solar-eclipse

Last synced: 02 Feb 2025

https://github.com/nikbarb810/covid_growth_rate_390.51

Exploring Covid Growth Rate of European Population using genetic data analysis

bioinformatics data-analysis r rcpp

Last synced: 01 Jan 2025

https://github.com/vavarm/data-analysis-french-electric-automobile-infrastructure

Data analysis realized in R Shiny and Python about the French electric vehicle and charging station infrastructure

data-analysis data-science data-visualization factominer geojson ggplot2 plotly python r rshiny

Last synced: 20 Jan 2025

https://github.com/al-ogr/sf_pr1_job_analysis_hh

SkillFactory DataScience PROJECT-1. Анализ резюме из HeadHunter

data-analysis data-science ipynb plotly python

Last synced: 20 Jan 2025

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/sebastianurdaneguibisalaya/colocaciones-de-credito-fondo-mivivienda-peru

Exploro las Colocaciones de Crédito del Fondo MIVIVIENDA S.A. entre 2018 y 2022, con un conjunto de datos descargado del Portal Nacional de Datos Abiertos del Perú. 🏠

data-analysis jupyter-notebook python

Last synced: 06 Jan 2025

https://github.com/sebastianurdaneguibisalaya/enfermedades-fissal

Análisis holístico de atenciones por enfermedades raras, huérfanas y transplantes coberturados por FISSAL en el Perú.

data-analysis data-visualization python

Last synced: 06 Jan 2025

https://github.com/aniketmondal/dataanalysis

Contains cleaning, transformation, and exploratory analysis of various data sets using Python Pandas, NumPy, re, random, etc.

analysis data-analysis data-science pandas python

Last synced: 18 Feb 2025

https://github.com/cescedes/diagnosing-diabetes

Inspect, clean, and validate the data using Pima Indians Diabetes Database. Exploring data that looks at how certain diagnostic factors affect the diabetes outcome of women patients.

data-analysis data-science exploratory-data-analysis python

Last synced: 01 Feb 2025

https://github.com/alphatwirl/qtwirl

qtwirl (quick-twirl), one-function interface to AlphaTwirl

alphatwirl data-analysis data-frame pandas r root-cern

Last synced: 20 Jan 2025

https://github.com/thoratstuti/power-bi-dashboards-for-finance-analysis

Power BI can group and gather information from multiple systems to present the whole picture of business data analytics in one “single view”. It made the staff of the financial institution work in a collective digital platform, where they can compute and share relevant data.

data-analysis data-visualizations excel graph pie-chart powerbi

Last synced: 14 Jan 2025

https://github.com/mosalem149/pythonutilities

A collection of Python scripts for common utility tasks including file manipulation, word counting, longest word detection, and grade categorization. Perfect for quick and easy solutions to everyday programming problems.

data-analysis educational-tools file-io file-manipulation grade-calculation python text-analysis text-processing utility word-counting

Last synced: 06 Jan 2025

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: 17 Feb 2025

https://github.com/szapp/magistdataanalysisvisualization

Case study: Data analysis and visualization to evaluate and recommend a business partnership. Team project for data-driven business with SQL and Tableau

dashboard data-analysis data-science data-visualization data-viz sql tableau-public

Last synced: 21 Jan 2025

https://github.com/prgermux/data-plotter

This Python application provides a graphical user interface (GUI) for analyzing and visualizing data from various sources. It uses the PyQt5 framework for the GUI and Matplotlib for plotting data. The application supports multiple file formats, allows users to select any columns for the X and Y axes, and provides dynamic plots.

automation data-analysis plott python

Last synced: 07 Jan 2025

https://github.com/virajbhutada/hr-analytics-excel-sql-tableau-powerbi

Explore a comprehensive HR Analytics portfolio showcasing data analysis and visualization skills. Featuring dashboards in Power BI, Excel, and Tableau, along with SQL queries for deeper insights. A holistic view of expertise in HR analytics, data visualization, and database management. Let's dive into the game of data insights!

data-analysis data-management data-visualization excel hr-analytics interactive-dashboards portfolio-project postgresql powerbi powerbi-visuals sql sql-queries tableau tableau-public

Last synced: 10 Jan 2025

https://github.com/virajbhutada/diamond-price-estimator

This project develops a predictive model to estimate diamond prices based on characteristics like carat, cut, color, and clarity. It covers data preprocessing, feature engineering, model selection, training, and evaluation. The final product is a web app where users can input diamond attributes to get accurate and instant price predictions.

cross-validation css data-analysis data-science-projects data-visualization eda feature-engineering html hyperparameter-tuning jupyter-notebooks machine-learning ml-algorithms model-deployment model-selection performance-optimization predictive-modeling python python-app user-interface

Last synced: 10 Jan 2025

https://github.com/dsrodrigovieira/favoritasales

Este repositório contém o projeto desenvolvido para o desafio do kaggle "Store Sales - Time Series Forecasting. Use machine learning to predict grocery sales"

data-analysis data-science kaggle-competition machine-learning python telegram-bot xgboost-regression

Last synced: 20 Feb 2025

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: 17 Feb 2025

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

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

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

Last synced: 06 Jan 2025

https://github.com/deliprofesor/amazon-movie-analysis-and-visualization

"Amazon Movie Analysis and Visualization" is a Python project that analyzes and visualizes movie data from Amazon.com, including ratings, directors, actors, release years, MPAA ratings, and pricing. The project provides insights into movie trends and popular films, helping users explore key patterns through interactive visualizations.

data-analysis data-visualization matplotlib pandas python

Last synced: 14 Jan 2025

https://github.com/szapp/candyanalysis

Case study: Analyze the candy power ranking to identify and recommend popular candy characteristics

data-analysis data-visualization feature-selection interaction-terms

Last synced: 21 Jan 2025

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: 17 Feb 2025

https://github.com/cagandemirmr/google-play-yorum-analizi

Türkiyede 2024 yılında en çok beğenilen My Supermarket Simulator 3D oyununa ait yorumların duygu durumu,yorumların beğeni sayısını,Firmanın geri dönüşleri ve kullanıcı nicknameleri gibi değişkenleri analiz ederek içgörü topladım.

bert data-analysis data-science nlp

Last synced: 16 Jan 2025

https://github.com/i-e-b/dynamictimewarp

A quick C# implementation of https://jeremykun.com/2012/07/25/dynamic-time-warping/

data-analysis pattern-matching working

Last synced: 27 Jan 2025

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

Machine Learning Tools in Rust

data-analysis data-science machine-learning rust

Last synced: 17 Feb 2025

https://github.com/nickenshidqia/uber-new-york-data-analysis

Analyze Uber pickups on New York to get insight from this data

data-analysis data-analyst exploratory-data-analysis python

Last synced: 15 Feb 2025

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: 23 Jan 2025

https://github.com/steviecurran/multi-dish

Scripts to reduce data from large radio telescopes (GMRT, VLA)

data-analysis interferometer pipeline radio-astronomy telescopes

Last synced: 14 Jan 2025

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: 10 Feb 2025

https://github.com/adrianlardies/multi-asset-financial-analysis

Comparative analysis of bitcoin, gold and S&P 500 in relation to macroeconomic indicators (VIX, interest rate, CPI). We explore the evolution of a $100 monthly investment in these assets, presenting visualizations to evaluate their performance and potential as financial diversification tools.

data-analysis data-science matplotlib pandas python seaborn

Last synced: 07 Jan 2025

https://github.com/adrianlardies/from-data-to-insight

This project creates and manages a MySQL database to analyze the performance of Bitcoin, Gold, and the S&P 500 in response to economic factors. It integrates historical data, executes advanced SQL queries, and visualizes key insights, showcasing the power of SQL and Python in financial analysis.

data-analysis data-science matplotlib pandas python seaborn sql

Last synced: 07 Jan 2025

https://github.com/manalisbhavsar/mall-customers-clustering

K-Means clustering to mall customer data, segmenting customers based on their annual income and spending score. To identify patterns and group customers for targeted marketing.

data-analysis data-visualization matplotlib numpy pandas python scikit-learn

Last synced: 19 Feb 2025

https://github.com/yash22222/pwc-power-bi-virtual-case-experience

The Power BI PwC Virtual Case Experience is an exciting and educational program designed to provide participants with hands-on exposure to Power BI, a prominent business intelligence and data visualization tool, within the context of consulting at PwC.

business-analyst business-analytics business-intelligence dashboard data-analysis data-analyst data-analytics dax microsoft-power-bi powerbi powerbi-dashboards powerbi-visuals pwc

Last synced: 05 Jan 2025

https://github.com/yash22222/cinesphere-crafting-personalized-movie-experiences

"CineSphere" is a groundbreaking project developing a personalized movie recommendation engine. By analyzing user preferences and viewing history, CineSphere suggests movies tailored to individual tastes, revolutionizing the movie-watching experience.

cinesphere data-analysis imdb machine-learning movie-recommendation-engine movie-recommendation-system movielens real-time

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/yash22222/data-analysis-on-real-time-social-media-comments

EngageInsight analyzes user interactions in comment data. It provides insights through visualizations created using Python libraries like Pandas and Matplotlib. The project aims to uncover patterns and trends in user engagement. The visualizations provide an overview of comment lengths, the frequency of different types of replies.

data-analysis data-cleaning-and-preprocessing data-visualization matplotlib pandas pattern-recognition real-time-social-media-data seaborn trend-analysis

Last synced: 05 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/yash22222/literacy-exploration-analysis

Delve into India's literacy landscape through data analysis. Uncover regional disparities, high/low literacy states & gender imbalances.

csv data-analysis data-visualization government-data india literacy literacy-analysis states

Last synced: 05 Jan 2025

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/ahmad-ali-rafique/decision-tree-regressor-modeling

Comprehensive exploration of decision tree regressors, including data cleaning, model building, and performance evaluation on various datasets.

artificial-intelligence data data-analysis dataanalytics decision-trees decisiontreeregressor modeling models regression-models

Last synced: 16 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/marwan-ahmed-23/text-sentiment-analysis-api

A lightweight Python project for analyzing the sentiment of textual data using the TextBlob library. This project provides a simple and effective way to measure the polarity and subjectivity of any given text.

data-analysis machine-learning python python-project sentiment-analysis text-analysis text-mining

Last synced: 05 Jan 2025

https://github.com/jhrcook/protein-language-models

Experimenting with protein language model predictions

data-analysis protein-language-model variant-effect-prediction

Last synced: 13 Jan 2025

https://github.com/malexandersalazar/tools-python-mssql-statistics-descriptor

A lightweight tool based on sweetviz that generates high-density visualizations to kickstart Exploratory Data Analysis within Microsoft Azure SQL Database using ODBC with just one line of code

azure-sql-database data-analysis data-visualization eda 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/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/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/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/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/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/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/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/spaghettifunk/gvb

Analysis of GVB in Amsterdam

data-analysis public-transportation

Last synced: 02 Jan 2025

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/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/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

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