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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/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

https://github.com/l2nce/datamining-study

Introduction to data mining

data-analysis data-mining matplotlib numpy panda

Last synced: 11 Nov 2024

https://github.com/emanoelcampos/python-onemonth

This repository contains educational materials and projects developed during a Python course offered by OneMonth. It covers Python basics, intermediate concepts, web development with Flask, and data analysis with pandas. The course is structured into weeks, each focusing on a different aspect of Python programming and its applications.

data-analysis flask jupyter-notebook onemonth python python3

Last synced: 07 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/the-pinbo/dimensionalityredux-pca-vs-autoencoders

Comparative study of PCA and Autoencoders for effective dimensionality reduction, assessed through PSNR and SSIM metrics.

autoencoder-mnist autoencoders data-analysis dimensionality-reduction image-compression mnist neural-networks pca psnr ssim

Last synced: 06 Nov 2024

https://github.com/abidshafee/google.colaboratory_projects

This repository contains the collections of interactive python notebooks (ipynb) that are some of my projects on Data Science, Machine Learning (ML), and Natural Language Processing (NLP).

colaboratory data-analysis data-science lstm machine-learning nlp statistics time-series

Last synced: 06 Nov 2024

https://github.com/prakashjha1/new-analysis-using-llm-locally

An interactive news analysis tool built with Streamlit and local LLMs. This app allows users to analyze and gain insights from the latest news articles using advanced language models, all running locally. Explore trends, sentiment, and key topics with an intuitive interface.

artificial-intelligence data-analysis data-science llms ollama python streamlit

Last synced: 12 Oct 2024

https://github.com/alinenog/desenvolve_gb_2022

Formação Desenvolve 2022 do Grupo Boticário na área de dados

data-analysis data-science googlesheet machine-learning numpy pandas python

Last synced: 06 Nov 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: 07 Nov 2024

https://github.com/alinababer/data-science-and-insight-agent-rag-llama3-lava-llm

Data-Science-and-Insight-Agent-RAG-LLama3-Lava-LLM-Django-WebApplication is an advanced AI-driven chatbot designed to assist in data science, document analysis, and image interpretation. This repository contain the Datascience Agent of this project.

artificial-neural-networks classifcation data-analysis data-engineering data-visualization datascience large-language-models llama2 lstm machine-learning python random-forest regression

Last synced: 12 Oct 2024

https://github.com/ramapinnimty/udacity-mlfoundation-nanodegree

This is a repository containing solutions to the assignments that are a part of the Udacity Machine Learning Foundation Nanodegree program.

assignments data-analysis python3 statistics udacity-machine-learning-nanodegree

Last synced: 08 Nov 2024

https://github.com/zimmi48/nixpkgs-issues

Analysis on nixpkgs issue lifetime.

data-analysis github-api nixpkgs

Last synced: 06 Nov 2024

https://github.com/baguilar6174/python-jupyter-notebooks

Explore data analysis projects with Python, Jupyter and more tools. Discover stunning visualizations and reveal meaningful information in datasets to make informed decisions.

data-analysis jupyter-notebook kaggle pandas python

Last synced: 07 Nov 2024

https://github.com/shreeparab1890/chat-analyzer

This project is a Data Analysis project to analyze the WhatsApp chats.

data-analysis numpy pandas python

Last synced: 08 Nov 2024

https://github.com/shreeparab1890/flipkart-laptops-analysis-eda

This ipython notebook is the Exploratory data analysis (EDA) of the Laptops listed on Flipkart.

data-analysis eda exploratory-data-analysis matplotlib-pyplot numpy pandas plotly

Last synced: 08 Nov 2024

https://github.com/datalopes1/desafio_delivery

Desafio do Clube de Assinaturas da Universidade dos Dados para simular as demandas reais de um analista de dados

data-analysis jupyter python

Last synced: 11 Oct 2024

https://github.com/shreeparab1890/indian-elections-2019-analysis-eda

This ipython notebook is the Exploratory data analysis (EDA) of the Indian Lok Sabha Elections 2019.

data data-analysis data-science data-visualization eda exploratory-data-analysis matplotlib numpy pandas plotly python python3 visualization

Last synced: 08 Nov 2024

https://github.com/shreeparab1890/unicorns-of-india-till-sep-2022-analysis-eda

This ipython notebook is the Exploratory data analysis (EDA) of the Unicorns of India till Sep 2022.

analysis data-analysis eda exploratory-data-analysis matplotlib-pyplot numpy pandas plotly

Last synced: 08 Nov 2024

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: 07 Nov 2024

https://github.com/astropenguin/optimap

Optimized integrated intensity map method for spectral cubes

astronomy data-analysis data-science python python3 radio-astronomy spectral-cubes

Last synced: 05 Nov 2024

https://github.com/bineet-ratna-shakya/data-science-salary-analysis

analyzing a dataset containing salaries of data science professionals from 2020 to 2023.

data-analysis data-science data-visualization jupyter numpy pandas python

Last synced: 11 Oct 2024

https://github.com/camara94/data_analyse_series_temporelles

Dans ce tutoriel, nous allons répondre aux questions suivantes: 1. Lire les données Microsoft à l'aide du package **Pandas Data reader** 2. Obtenez le **prix maximum** de l'action de **2017 à 2022** 3. Quelle est la **date du cours le plus élevé** de l'action ? 4. Quelle est la **date du cours le plus bas** de l'action ?

data-analysis data-analysis-python data-science data-structures-and-algorithms data-visualization serie series-forecasting

Last synced: 05 Nov 2024

https://github.com/madhursinghbhadoriya/data_analysis_fifa-players

• Using NumPy, Matplotlib, Pandas, etc processed important Information and Characteristic traits on Jupyter Notebook.

analysis data-analysis data-science graphs jupyter-notebook pandas python

Last synced: 05 Nov 2024

https://github.com/madhursinghbhadoriya/data_analysis_sales_insights_using_tableau

• Performed Data Cleaning using MySQL. • Data analysis and ETL in Tableau. • Created an Interactive Dashboard with significant information about the Sales Insights, Profit and Revenue Analysis.

data-analysis data-visualization dataanalysis etl mysql tableau-dashboards tableau-desktop

Last synced: 05 Nov 2024

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 Nov 2024

https://github.com/grindelfp/datasets-analysis

The Machine Learning and Data Analysis course task dedicated to training skills of data normalizing and preprocessing.

data-analysis datasets ipynb mlda

Last synced: 13 Nov 2024

https://github.com/grindelfp/logistic-regression-study

Example of logical regression data analysis and exercise on it.

data-analysis ipynb logistic-regression python

Last synced: 13 Nov 2024

https://github.com/thinzarhninyu/dap

Notes and Projects for Data Analysis with Python course from FreeCodeCamp.org

data-analysis data-analysis-python ipynb jupyter-notebook python

Last synced: 13 Nov 2024

https://github.com/grindelfp/two-data-manipulative-tasks

Two simple tasks on data analysis and processing.

data-analysis ipynb mlda

Last synced: 13 Nov 2024

https://github.com/changyeop-yang/study-datasciencefoundation

Big Data Science and its Analytics plays a major role in this decade. How to clean and prepare your data for analysis is still a challenge, like How to perform basic visualization of your data, How to model your data, How to curve-fit your data, And finally, how to present your findings and wow the audience

data-analysis ios kyungpook-national-university swift

Last synced: 06 Nov 2024

https://github.com/suhail25/hotel-booking-analysis

Analyzed the cancelling of booking of hotels and summarized insights to the Hotel Manager to increase profit by 30%. Demonstrated data exploration, cleaning, analysis using Python and its libraries: pandas, seaborn, matplot. Documented the results in PDF report: reduced cancellation by 30% and releasing discounts for 10 days in a month.

data-analysis ipynb-notebook matplotlib pandas python seaborn

Last synced: 13 Nov 2024

https://github.com/tsffarias/my-books

Exploratory analysis of my Dataset 'All_the_Books_I_read' which contains all the books I've read

books data-analysis python tableau

Last synced: 05 Nov 2024

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: 11 Nov 2024

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: 11 Nov 2024

https://github.com/malucor/analise_exploratoria_dados

Programa em Python para fazer uma Análise Exploratória de Dados de Logística.

analise-de-dados analise-exploratoria analise-exploratoria-de-dados data-analysis ebac exploratory-data-analysis python

Last synced: 09 Nov 2024

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: 07 Nov 2024

https://github.com/abdelrahmanbayoumi/titanic-machine-learning-from-disasters

Knowing from a training set of samples listing passengers who survived or did not survive the Titanic disaster, can our model determine based on a given test dataset not containing the survival information, if these passengers in the test dataset survived or not.

data-analysis data-science data-visualization machine-learning pandas

Last synced: 05 Nov 2024

https://github.com/greenpau/esqrunner

Run Elasticsearh queries and create metrics based on the result of the queries in Elasticsearch database.

data-analysis elasticsearch query-builder querydsl

Last synced: 13 Oct 2024

https://github.com/cassiofb-dev/fide-rating-analysis

The plot speaks for itself

chess data-analysis fide hans rating

Last synced: 07 Nov 2024

https://github.com/tomijuarez/lemmatisation

Lemmatisation fully implemented in Java.

algorithms data-analysis data-science java-8 lemmatization oop

Last synced: 05 Nov 2024

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 livro livros python

Last synced: 09 Nov 2024

https://github.com/tralahm/parliament-2017-dataset

Concise, Clean data sets of the 2017 Kenyan General Election results for the Members of the Senate and National Assembly Composition

csv-parsing data-analysis data-visualization datasets election-data ipynb-jupyter-notebook kaggle-dataset kenya-constituencies kenya-counties matplotlib python3 tralahtek

Last synced: 05 Nov 2024

https://github.com/mehrab-kalantari/olympics-data-analysis

A streamlit application to analyze the Olympics dataset from several views

data-analysis streamlit-dashboard streamlit-webapp

Last synced: 15 Nov 2024

https://github.com/jasoncobra3/whatsapp_chat_analyzer

WhatsApp Chat Analyzer is a powerful tool that provides insightful analytics from your WhatsApp conversations. Whether you're curious about your chatting habits, want to analyze group dynamics, or need to extract meaningful data from your conversations, this tool has got you covered!

data-analysis data-science data-visualization machine-learning streamlit streamlit-webapp whatsapp-chat whatsapp-chat-analyzer

Last synced: 31 Oct 2024

https://github.com/airscholar/data_analysis_with_ai

A repository showing how to use AI and ChatGPT for Data Analysis with Pandas and Python

chatgpt data-analysis gpt4 openai pandas pandasai python

Last synced: 14 Nov 2024

https://github.com/kishlayjeet/zomato-data-exploration

In this project, we will be exploring a dataset containing information on various restaurants and their ratings, location, and other attributes.

data-analysis eda zomato-data-exploration

Last synced: 06 Nov 2024

https://github.com/manikantasanjay/time_series_data_analysis_on_stocks

Time Series Data Analysis project on Daily Stock Prices of the following companies(Apple, Microsoft, Google, Amazon) for a span of 5 years.

data-analysis pandas stock time-series time-series-analysis

Last synced: 05 Nov 2024

https://github.com/aleskandro/r-hadoop-madreduce-examples

A lot of examples about using R with hadoop for MapReduce with and without libraries as rhadoop/rhipe - [email protected] - Advanced Programming Languages

data-analysis hadoop mapreduce r

Last synced: 07 Nov 2024

https://github.com/hayatiyrtgl/cryptocurrency_time_series_rnn

Python script for training a Simple RNN model on cryptocurrency price data to predict future prices, including data exploration and evaluation

data-analysis data-science data-visualization keras pandas pandas-python prediction predictive-modeling python python-script rnn rnn-tensorflow tensorflow time-series time-series-analysis

Last synced: 05 Nov 2024

https://github.com/hayatiyrtgl/data_analysis_project

Financial data analysis: preprocess, visualize, calculate technical indicators.

data-analysis data-analysis-python data-science dataframe numpy pandas python python3 stock-price-prediction talib trade-analysis

Last synced: 05 Nov 2024

https://github.com/bhushan148/finance-domain-bank-loan-report-tableau

I analyzed 🏦 bank loan data to reveal trends, KPIs, and insights. Using Tableau 📈 for dashboards and SQL 🗃️ for data extraction, I visualized loan applications, borrower profiles, and repayment behaviors 💡.

bussiness-intelligence dashboard-design data-analysis data-visualization excel figma sql sqlqueries tableau

Last synced: 05 Nov 2024

https://github.com/paul0vinicius/ad2

Repositório da disciplina de Análise de Dados 2 (Data Analysis II)

data-analysis data-science

Last synced: 23 Oct 2024

https://github.com/kislerdm/github-repo-details

Application and library to fetch open source libraries details from github to perform due diligence

data-analysis golang opensource

Last synced: 11 Nov 2024

https://github.com/ymorsi7/caliwageanalysis

California employment and wage analysis on data from the past decade.

data-analysis data-science ipynb jupyter-notebook

Last synced: 05 Nov 2024

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: 10 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: 04 Nov 2024

https://github.com/riborings/python_projects

Python projects and other programming experiences

data-analysis machine-learning project python regression-analysis

Last synced: 30 Oct 2024

https://github.com/riborings/uranouchi42microdiversity

In this repository live the bash, R and Julia scripts used to explore the microdiversity of the prokaryotic community at Uranouchi Inlet (42-sample time-series) by means of metagenomic shotgun sequencing under the supervision of the Ogata Lab.

big-data data-analysis data-visualisation diversity-analysis marine-ecology marine-ecosystem metagenomics microbiome-analysis prokaryotic-genomes

Last synced: 30 Oct 2024

https://github.com/mayankyadav23/air-bnb-data-analysis

Data analysis and insights from NYC Airbnb listings, focusing on key metrics such as host performance, neighborhood trends, pricing, and customer reviews. Comprehensive documentation of ETL processes and analytical methodologies is provided. Perfect for understanding Airbnb dynamics and decision-making in the NYC market.

advanced-excel business-intelligence data-analysis data-analytics data-visualization power-bi ppt

Last synced: 11 Nov 2024

https://github.com/lucycatherine/healthinsuranceproject

This repository contains a machine learning project that analyzes the factors influencing health insurance charges, such as age, smoking status, and medical conditions.

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

Last synced: 31 Oct 2024

https://github.com/maxwelllzh/linearizer

Linearizing parameters for linear regression

data-analysis machine-learning scikit-learn

Last synced: 04 Nov 2024

https://github.com/jm199504/data-analysis-practice

数据分析练习（Titanic / BankCustomers）

data-analysis python

Last synced: 30 Oct 2024

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: 31 Oct 2024

https://github.com/its-kanii/predictive-maintenance-for-healthcare-equipment

Predictive Maintenance for Healthcare Equipment utilizes machine learning to analyze operational metrics and predict equipment failures. This project leverages a dataset of usage hours, temperature, and maintenance history to enhance equipment reliability and reduce downtime.

data-analysis data-science failure-prediction feature-engineering healthcare-equipment jupyter-notebook machine-learning predictive-maintenance python time-series-analysis

Last synced: 31 Oct 2024

https://github.com/doughtnerd/pod-old

Read and write Excel data

data data-analysis excel poi-library workbook

Last synced: 04 Nov 2024

https://github.com/namratha2301/python-dashboard-streamlit

Experimenting with Streamlit. Streamlit app provides an interactive visualization of the best-selling books, showcasing trends, top-selling books, top authors, genre distributions, and sales by decade.

css dashboard data-analysis pandas plotly python seaborn streamlit

Last synced: 04 Nov 2024

https://github.com/ahmedtaher10/covid-19-cases

The data we are using contains the data on covid-19 cases and their impact on GDP from December 31, 2019, to October 10, 2020.

data-analysis python visualization

Last synced: 04 Nov 2024

https://github.com/devlucho/modelos-predictivos

Modelos predictivos utilizando los algoritmos de Regresión Lineal, Regresión Logística y Árboles de Decisión.

data-analysis jupyter-notebook python3

Last synced: 31 Oct 2024

https://github.com/casassg/ms_thesis

Social Media Analysis for Crisis Informatics in the Cloud

casassg-thesis data-analysis google-cloud kubernetes

Last synced: 29 Oct 2024

https://github.com/matteospanio/speed-analysis

A project to analyze the internet speed

bash-script data-analysis

Last synced: 09 Nov 2024

https://github.com/badranalyst/movie-correlation-analysis-in-python

This project analyzes movie data correlations using Python libraries like Pandas, NumPy, Seaborn, and Matplotlib. It examines relationships between attributes such as ratings, genres, and box office performance to uncover trends that inform recommendations and enhance understanding of movie success factors.

data data-analysis dataset jupyter jupyter-notebook matplotlib matplotlib-pyplot numpy pandas python seaborn

Last synced: 03 Nov 2024

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: 30 Oct 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 fucking-awesome-R 378 free-data-analysis-resources 71
Data analysis Categories
Uncategorized 244 文本数据和NLP 182 Machine Learning 163 R 163 Table of Contents 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