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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/enayar478/nomad_machine_learning_dash_app

An interactive Machine Learning app built with Dash and Plotly, developed as part of the Data Analytics Bootcamp at Le Wagon Bordeaux. It allows users to visualize data, make real-time predictions, and explore various model insights.

analytics cachetools dash dashboard-application data-analysis data-science deployment gunicorn interactive-visualization machine-learning pandas plotly plotly-dash prediction-model python python3 render scikit-learn web-application

Last synced: 21 Nov 2024

https://github.com/shriram-vibhute/digit_classification

This project demonstrates various machine learning techniques for classifying handwritten digits from the MNIST dataset. It covers data preprocessing, model training, evaluation, and advanced classification strategies.

classification data-analysis data-visualization machine-learning matplotlib numpy pandas sk-learn

Last synced: 15 Nov 2024

https://github.com/namratha2301/best-selling-books

Comprehensive examination of best-selling books, focusing on understanding sales patterns, genre distributions, and the impact of various features on book performance.This project aims to predict book sales and classify genres, providing valuable insights for authors, publishers, and readers.

data-analysis data-visualization matplotlib pandas sckiit-learn seaborn

Last synced: 30 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: 08 Jan 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/ginga1402/youtube_analysis

Exploratory Data Analysis on YouTube data

college-project data-analysis pandas-python

Last synced: 10 Dec 2024

https://github.com/nouman6093/advanced-statistical-models

in this repository i will upload everything i have learned about data science advanced statistical models. there are over 42 statistical models. each of them work on algorithms. and there are over 32 algorithms. each library has its own way of writing such statistical models. after learning i will try to upload as much statistical models as possibl

data data-analysis data-science data-visualization

Last synced: 14 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/athari22/investigating-netflix-movies-and-guest-stars-in-the-office

Apply basic Python skills in Introduction to Python and Intermediate Python by processing and visualizing film and television data.

data-analysis data-science data-visualization loop loops matplotlib matplotlib-pyplot netflix numpy office pandas python

Last synced: 30 Dec 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: 21 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 Jan 2025

https://github.com/bala-1409/foreign-exchange-rate-time-series-data-science-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-science data-visualization datapreprocessing eda exploratory-data-analysis forecasting machine-learning-algorithms model modelfitting predictive-modeling python3 scikit-learn statsmodels time-series time-series-analysis

Last synced: 29 Nov 2024

https://github.com/navp7/roadaccident_powerbi

An interactive Power BI dashboard designed to analyze road accident data

dashboards data-analysis data-visualization powerbi

Last synced: 26 Dec 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: 21 Nov 2024

https://github.com/tanaybhadula/twitter-trends-dashboard

An interactive dashboard to visualizes data on current Twitter trends by country and globally. Collects data of over 60 countries using the python Tweepy library, processed it,and visualized it in the form of bar chart and pie chart using the Plotly Dash framework.

dash dashboard data-analysis data-visualization plotly python trends twitter

Last synced: 10 Jan 2025

https://github.com/kwonnayeon/urban-parks-childrens-happiness

A thesis project exploring the causal impact of urban parks on children's happiness, with data, results, and code.

causal-inference data-analysis environmental-psychology latex matching propensity-score public-health r social-science statistical-analysis thesis-project urban-studies weighting

Last synced: 20 Dec 2024

https://github.com/abhash-rai/analyzing-credit-card-eligibility

This work was performed as part of BCU undergraduate course.

data-analysis data-visualization ggplot ggplot2 latex r

Last synced: 20 Dec 2024

https://github.com/an0n1mity/spamclassifiereval

A repository for evaluating the misclassification rate of spam classification models using a threshold-based approach.

data-analysis machine-learning natural-language-processing python-programming spam-classification text-classification

Last synced: 26 Dec 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/nsandoya/python_scrp_project

This is a tool specially made for Dipaso ecommerce website. You can extract data from there, analyze it and see keywords, brands, and categories frecuency, prices distribution and other market tendencies as well —all in a group of friendly stadistic tables and graphics (exported from a Jupyter notebook) :)

beautifulsoup4 data data-analysis jupyter-notebook pandas python3

Last synced: 14 Jan 2025

https://github.com/itrauco/data-dirtying-tool

a simple command line tool to generate dirty data and do common data things in google cloud

data data-analysis data-engineering data-ops data-pipeline data-science data-visualization data-wrangling dirty-data google-cloud machine-learning

Last synced: 06 Jan 2025

https://github.com/linguini1/tangerineanalyzer

Command line tool for analyzing transactions in CSV format provided by Tangerine Banking. Transactions can be downloaded in CSV format on your Tangerine account.

analysis analytics argparse banking cli command-line command-line-tool csv data-analysis data-analytics finance pandas python tangerine transactions

Last synced: 29 Dec 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: 21 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/antoniszks/music-category-identifier

A 'Data-Science & Machine Learning' project where we are training a neural network to identify what kind of music we give to it. Based on a university project.

ai artificial-intelligence data-analysis data-science jupyter-notebook machine-learning ml notebook python

Last synced: 08 Jan 2025

https://github.com/antoniszks/data-analysis-problems

A repository containing real world data analysis python notebooks

data-analysis data-analysis-python data-science jupyter-notebook python real-world-data statistics

Last synced: 08 Jan 2025

https://github.com/weybsonalves/prevendo-o-atrito-de-clientes

Projeto em que percorro as etapas que compõem o ciclo de vida da ciência de dados a fim de prever o atrito de clientes do serviço de cartões de crédito de um banco.

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

Last synced: 16 Nov 2024

https://github.com/vaishnavipaithane/bellabeat-data-analysis-case-study

This capstone project was done as a part of Google Data Analytics Professional Certificate course.

bigquery data-analysis sql tableau

Last synced: 21 Nov 2024

https://github.com/marielachirinosr/pandas-weather-project

Pandas Weather Data. Explore straightforward Python scripts for weather information analysis.

data-analysis pandas python

Last synced: 29 Dec 2024

https://github.com/shubham200137/icc-women-s-t20-world-cup-data-analytics

Created a Power BI report to identify top 11 players for a T20 cricket team by scraping data from espncricinfo with Python, cleaning and transforming the data with pandas, and evaluating various player performance metrics.

beautifulsoup4 data-analysis data-visualization numpy-python pandas-python powerbi web-scraping

Last synced: 08 Jan 2025

https://github.com/shubham200137/customer-churn-analysis

In this case study, we analyze customer churn for a telecom company serving Southern California. The company faces increased competition and wants to retain customers by understanding the reasons for churn. Our objectives include improving service quality, identifying churn factors, pinpointing attractive services, and retaining high LTV customers.

data-analysis data-visualization numpy-python pandas-python sqlite tableau

Last synced: 08 Jan 2025

https://github.com/shubham200137/cyclistic-case-study

This repository contains a case study for Google's Data Analytics Professional Certificate, focusing on Cyclistic, a fictional bike sharing company in Chicago. The case study aims to drive growth by converting casual riders into members through a marketing strategy.

data-analysis data-visualization numpy-python pandas-python presentation-slides sql tableau

Last synced: 08 Jan 2025

https://github.com/faisal-fida/box-office-mojo-analysis

Analyzed box office data from Box Office Mojo, exploring relationships between worldwide revenue, release year, and a combined score that considers both factors. It includes visualizations like scatter plots, bar charts, and identifies top and bottom performing movies.

box-office data-analysis data-science python revenue-prediction visualization

Last synced: 08 Jan 2025

https://github.com/nickenshidqia/sql-for-financial-data-analysis

Design SQL queries to generate accurate and timely financial reports including Profit and Loss statements, Balance Sheets, and Cash Flow statements

azure-data-studio data-analysis finance microsoft-sql-server sql

Last synced: 17 Nov 2024

https://github.com/itsmeyogesh22/people-s-analytics-case-study

Part of Danny Ma's virtual apprenticeship online program, "People's Analytics Case Study" aims to demonstrate practical use of various SQL Concepts like Materialized Views, Snapshot Data and Historical Data

danny-ma data-analysis dataanalysis datascience mssqlserver pgadmin4 postgresql snapshot-data sqlserver t-sql

Last synced: 17 Nov 2024

https://github.com/pronzzz/diabetes-prediction

Diabetes prediction using a KNN model and Pima Indian Diabetes Dataset

data-analysis data-manipulation data-preprocessing data-visualization knn machine-learning outlier-detection seaborn

Last synced: 24 Dec 2024

https://github.com/silveirinhajuan/rotinapy

RotinaPy: Simplify your daily life and maximize productivity with an integrated app for task management, study tracking, flashcards, and more. Built with Streamlit and Python.

data-analysis flashcards llm-integration llm-ui machine-learning ollama productivity python streamlit study study-project study-tracker task-management task-manager

Last synced: 19 Dec 2024

https://github.com/loginchik/mid_contracts

Анализ контрактов государственных закупок МИДа РФ

data-analysis dataset pandas python

Last synced: 08 Nov 2024

https://github.com/chanmeng666/mnist-handwritten-digit-recognition-project

A comprehensive implementation and analysis of handwritten digit recognition using multiple neural network architectures on the MNIST dataset. Features basic MLP, optimized feature-selected model, and deep CNN approaches with detailed performance comparisons and visualizations.

cnn computer-vision data-analysis data-visualization deep-learning feature-analysis handwritten-digit-recognition keras machine-learning mlp mnist model-optimization neural-networks python scikit-learn tensorflow

Last synced: 02 Jan 2025

https://github.com/geo-y20/uber-rides-data-analysis

This project aims to analyze Uber ride data to understand various aspects of ride usage, such as the distribution of rides across different categories, purposes, months, days, and times.

dashboard dashboard-templates data data-analysis data-analysis-python data-analytics data-visualization pandas powerbi python recommendation-system rides uber

Last synced: 08 Jan 2025

https://github.com/prasad-chavan1/bank_data_analysis_r

Bank data analysis in R language

data data-analysis data-science r

Last synced: 07 Jan 2025

https://github.com/moenessgannouni/englandweather

A mini-project that analyzes weather data in England usingLinear Regression and Multiple Linear Regression. Ideal for learning and applying statistical analysis and predictive modeling.

data-analysis data-visualization linear-regression multiple-linear-regression rprogramming

Last synced: 29 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/shivshah19/movie-recommendation-system

This Movie Recommendation System is designed to provide personalized movie recommendations based on user preferences.

cosine-similarity data-analysis machine-learning pandas python streamlit

Last synced: 19 Dec 2024

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: 29 Nov 2024

https://github.com/cecoeco/sas_certificate

my code from Coursera's SAS programming specialization

data-analysis sas

Last synced: 27 Dec 2024

https://github.com/srvcl/lung-cancer-survival-analysis

Data Cleaning of a dataset and Survival Analysis in R Language

data-analysis data-science data-visualization r survival-analysis

Last synced: 14 Jan 2025

https://github.com/neerajpokala/malasian-housing-data

This repository contains the code, visualizations, and documentation for a comprehensive analysis of Malaysian condominium prices. The project explores factors influencing property prices, such as property size, number of bedrooms, facilities, and proximity to key amenities. Using statistical techniques and data visualization

data-analysis hypothesis-testing r

Last synced: 14 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: 29 Nov 2024

https://github.com/felinjob/ibm-applied-data-science-capstone

Este projeto, parte da especialização IBM Data Science Professional Certificate, prevê o sucesso do pouso do Falcon 9 da SpaceX. Usando dados da API da SpaceX e Web Scraping, o projeto inclui análise de dados e Machine Learning para gerar insights sobre os lançamentos.

data-analysis data-science data-visualization ibm jupyter-notebook machine-learning numpy pandas python scikit-learn seaborn sql

Last synced: 23 Nov 2024

https://github.com/francois-lenne/eletric_vehicle_usa

the project is purely educational the main goal is to use fabric

data-analysis data-engineering delta-lake fabric jupyter-notebook pyspark python spark

Last synced: 13 Jan 2025

https://github.com/chardyb/prob-and-stats-bmi6106

A repository for Spring 2025 BMI 6106: Statistics and Probability. This repository contains coursework, code examples, and projects exploring statistical methods and probabilistic models in biomedical informatics.

biomedical-informatics data-analysis data-science probability r statistical-modeling

Last synced: 14 Jan 2025

https://github.com/12danielll/neurogenomics_project

This project focuses on analyzing sequencing data to understand molecular mechanisms of neurological diseases and predict the effectiveness of immunotherapy in breast cancer patients. It integrates Python and R scripts for data processing, statistical analysis, and visualization, alongside a comprehensive report detailing methods and findings.

bioinformatics biostatistics clustering clustering-algorithms data-analysis data-visualization deseq2 differential-gene-expression functional-analysis immune-therapy machine-learning neurological-disease neuroscience pca-analysis python r seurat single-cell-analysis

Last synced: 14 Jan 2025

https://github.com/prateek5525/retail-sales-analysis-project

This project involves analyzing retail sales data using SQL to uncover insights into sales patterns, customer behavior, and product performance. It serves as an exercise to develop foundational SQL skills in data exploration, cleaning, and analysis.

data-analysis data-cleaning retail-sales-data sql

Last synced: 22 Nov 2024

https://github.com/martachesnova/big-data

Finding out whether reviews from Amazon's Vine program are trustworthy. Performed ETL process in the Cloud and uploaded a DataFrame to an RDS instance. Used PySpark and Spark SQL to perform a statistical analysis and uncover "hidden" insights.

big-data data-analysis dataset python spark sql

Last synced: 06 Jan 2025

https://github.com/multitagging/benchmarks

Provides benchmarks to test the MultiTagging framework

benchmarks data-analysis ethereum smart-contracts vulnerabilities

Last synced: 11 Oct 2024

https://github.com/martachesnova/python-apis

A weather analysis that randomly selects more than 500 cities across the globe, pulls data from the OpenWeatherMap API for each city. Analysis of the weather and perfect vacation spot is viewable on my Jupyter Notebook.

api data-analysis python

Last synced: 06 Jan 2025

https://github.com/v-octal/random_forest_from_scratch

My implementation of Random Forest regressor in python

data-analysis machine-learning random-forest

Last synced: 30 Dec 2024

https://github.com/aimin-nur/visualisasi_bikestore

Data Analyst - Dashboard Bike Store

data-analysis sql visualization

Last synced: 30 Dec 2024

https://github.com/danmadeira/algoritmos-estatistica-python

Demonstração de Algoritmos de Estatística em Python

algorithms data-analysis data-science python statistics

Last synced: 08 Jan 2025

https://github.com/inevolin/multivariate-data-analysis

Showcases of modern multivariate & multidimensional data analysis in industrial and high-tech settings.

analytics data-analysis data-science data-visualization javascript

Last synced: 11 Jan 2025

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

Online Retail Exploratory Data Analysis with Python

data-analysis jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 14 Jan 2025

https://github.com/dogan-the-analyst/chair_sales_data_analysis

It is an Excel study for practice.

data data-analysis excel

Last synced: 08 Jan 2025

https://github.com/martachesnova/python

Created a Python script to calculate and analyze financial records of a company. Created another Python script to do calculations and analysis of the voting process in a small town.

data-analysis python

Last synced: 06 Jan 2025

https://github.com/martachesnova/sql

Performing data modeling (ERD) and data engineering. Then, writing series of SQL queries to analyze Employee Database of a company.

data-analysis data-engineering data-modeling erd postgresql sql

Last synced: 06 Jan 2025

https://github.com/rishisolanke/pdf_query_langchain

PDF Query LangChain is a tool that extracts and queries information from PDF documents using advanced language processing. Leveraging LangChain, OpenAI, and Cassandra, this app enables efficient, interactive querying of PDF content. Ideal for data analysis, research, and automated reporting, it simplifies detailed document analysis with ease.

artificial-intelligence data-analysis document-query langchain natural-language-processing nlp openai pdf-analysis pdf-extraction python research-tool

Last synced: 29 Nov 2024

https://github.com/gabrielagodek/webscraper

The project was developed during master's studies. It is based on the Python library Scrapy.

data-analysis python scraper scrapy

Last synced: 17 Nov 2024

https://github.com/marialuizaleitao/walmartsalesanalysis

This project explored data collection and preprocessing, advanced application of SQL queries, and feature engineering. Key calculations, such as COGS (Cost of Goods Sold) and VAT (Value Added Tax), were performed to assess the profitability and financial efficiency of the branches.

business-analytics data-analysis mysql-database sql

Last synced: 08 Jan 2025

https://github.com/bala-1409/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 the damages by accidents & calamities.

dashboard data-analysis data-science data-visualization exploratory-data-analysis microsoft-excel microsoft-power-bi microsoft-powerpoint power-bi powerbi powerbi-reports powerbi-visuals visualization

Last synced: 29 Nov 2024

https://github.com/rayanwaked/wildfire-analysis

The project aims to visualize wildfire activity in Oregon, exploring related data to create visualizations and tables to analyze the historical patterns.

data data-analysis data-visualization jupyter jupyter-notebook oregon portland-state-university python wildfire-data-visualization

Last synced: 15 Nov 2024

https://github.com/noturlee/iris-dataanalyis

This project aims to classify Iris flowers into three species—setosa, versicolor, and virginica—based on their sepal and petal measurements using machine learning techniques. The dataset comprises 150 samples evenly distributed among these species

data-analysis data-modeling data-science data-structures-and-algorithms data-visualization

Last synced: 22 Dec 2024

https://github.com/badranalyst/residential-unit-prices-data-analysis-application

Python-based analysis of residential unit prices, focusing on data cleaning, visualization, and exploratory data analysis (EDA). Key features include price distribution, and correlation analysis between factors like size, location, and pricing.

data-analysis data-visualization dataset matplotlib numpy pandas python seaborn

Last synced: 08 Jan 2025

https://github.com/badranalyst/covid-deaths-dashboard-with-tableau

This project showcases an interactive dashboard developed in Tableau to visualize COVID-19 deaths data. It provides insights into trends, geographical distributions, and key metrics related to mortality during the pandemic. The dashboard aims to enhance understanding of the data, supporting public health analysis and decision-making.

covid-19 dashboard data data-analysis data-visualization dataset tableau tableau-dashboards visualization

Last synced: 08 Jan 2025

Data analysis Awesome Lists
awesome-R 483 Awesome-Geospatial 1,261 awesome-TS-anomaly-detection 55 awesome-python-data-science 379 awesome-business-intelligence 231 yt-channels-DS-AI-ML-CS 195 data-science-with-ruby 101 machine-learning-resources 56 Data-Science 71 awesome-scientific-python 131 awesome-python-machine-learning-resources 1,884 awesome-data-science-resources 167 awesome-ethereum-analytics 45 awesome-qlik 32 Road2R 260 awesome-saas 77 Environmental-Data-Science 51 awesome-web3 67 SORTED 92 fucking-awesome-R 378 free-data-analysis-resources 71
Data analysis Categories
文本数据和NLP 263 Uncategorized 254 数据可视化 180 机器学习框架 173 R 163 Machine Learning 163 图像数据与CV 146 Table of Contents 141 超参数优化和AutoML 136 Reading corner 129 Podcasts 117 工作流程和实验跟踪 114 模型的可解释性 106 数据管道和流处理 91 分布式机器学习 86 地理Geo处理 84 图数据处理 81 数据容器和结构 80 Others 79 音频处理 72