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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/robinmillford/loanalytics-investigating-financial-trends-with-world-bank-data

The project aimed to explore and analyze World Bank Loan Data, leveraging Python for data preprocessing and SQL for in-depth queries

data-analysis data-visualization jupyter-notebook mysql tableau world-bank

Last synced: 17 Nov 2024

https://github.com/robinmillford/optimizing-treatment-plans-through-data-analysis

The primary focus was on understanding customer health, treatment, and associated charges over multiple years.

data-analysis data-visualization healthcare mysql powerbi sql

Last synced: 17 Nov 2024

https://github.com/frankelavsky/security-dash-challenge

I had two 8 hour days to create a visualization dashboard for three datasets. Tab one: Voronoi overlay on line graph. Tab two: Data partitioning method keeps in-memory usage low. Tab three: deals with "Failed" vs "Successful" attempts as positive/negative barcharts over time. I used d3.js, require, MVC pattern, and vanilla js.

client-side complexity css3 d3 d3js dashboard data-analysis data-structures-algorithms data-visualization frontend-app html5 interactive-visualizations javascript modular network-analysis network-monitoring network-security security single-page-app visualization

Last synced: 18 Nov 2024

https://github.com/chahelgupta/dep-videogames-dataset

The data extraction and processing involved thorough exploration, preprocessing, and visualization of the "Video Game Sales with Ratings" dataset.

data-analysis data-exploration data-extraction data-preparation data-preprocessing data-processing data-science data-visualization

Last synced: 18 Nov 2024

https://github.com/chahelgupta/fitness-data-analysis-r-project

This project focuses on analyzing fitness data collected from various tracking devices to gain insights into users' activity levels, sleep patterns, calorie expenditure, and heart rate. The dataset used in this project consists of multiple CSV files, each containing different aspects of fitness-related data.

data-analysis data-cleaning data-exploration data-science data-visualization r r-language r-programming r-studio

Last synced: 18 Nov 2024

https://github.com/robinmillford/animeinsights-user-feedback-analysis

In this project, I leveraged SQL queries to analyze and extract valuable insights from an "anime" dataset. The dataset includes information such as titles, scores, episode counts, genres, and popularity rankings for various anime series and movies.

anime data-analysis data-cleaning mysql

Last synced: 17 Nov 2024

https://github.com/robinmillford/predicting-diabetes-a-machine-learning-approach-to-early-intervention

The goal of this project was to develop a predictive model for diabetes using a dataset containing various health-related features

data-analysis data-science diabetes-prediction jupyter-notebook machine-learning smote

Last synced: 17 Nov 2024

https://github.com/robinmillford/environmental-monitoring-and-analysis

In this comprehensive project, I undertook an in-depth exploration of environmental data, seeking to understand the intricate relationship between Liquefied Petroleum Gas (LPG) consumption and Carbon Monoxide (CO) emissions.

data-analysis data-visualization environmental-monitoring iot jupyter-notebook machine-learning prediction python3 sql tableau

Last synced: 17 Nov 2024

https://github.com/myself-aas/quantium_data_analytics_forage

This project analyzes retail customer chip purchasing behavior using Python, focusing on customer segmentation and key spending drivers to provide data-driven insights for strategic category management recommendations.

data-analysis data-engineering data-science data-visualization feature-engineering forage internship-project matplotlib-pyplot numpy-library pandas-dataframe pearson-correlation python quantium-virtual-experience scipy-stats seaborn

Last synced: 18 Nov 2024

https://github.com/robinmillford/precision-marketing-for-personal-loans

In this project, I conducted an in-depth analysis of a dataset containing personal loan information

data-analysis data-visualization kaggle loan mysql tableau

Last synced: 17 Nov 2024

https://github.com/robinmillford/strategic-insights-unveiling-the-dynamics-of-ipl-2022-auction

This project involves a comprehensive analysis of the IPL 2022 Auction. The goal was to gain insights into the auction dynamics, player characteristics, and spending patterns of different teams.

data-analysis data-visualization ipl powerbi sql

Last synced: 17 Nov 2024

https://github.com/pythondeveloper6/store-sales-eda

simple EDA with some insights on Store Sales

data-analysis eda matplotlib numpy pandas seaborn

Last synced: 18 Nov 2024

https://github.com/pythondeveloper6/matplotlib-for-beginners

how to visualize your data using matplotlib

data-analysis matplotlib numpy pandas python visualization

Last synced: 18 Nov 2024

https://github.com/erseco/ugr_tratamiento_inteligente_datos

Repositorio de trabajo de la asignatura Tratamiento Inteligente de Datos del Máster en Ingeniería Informática de la Universidad de Granada (UGR)

data-analysis data-mining ugr

Last synced: 18 Nov 2024

https://github.com/mubassim-khan/stack-overflow-developer-survey-2023

This repository contains the code for data analysis of Stack Overflow Developer Survey 2023, containing the digital representation of most used languages and much more. View README for more descriptive overview of repository.

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

Last synced: 15 Nov 2024

https://github.com/mrankitgupta/titanic-survival-prediction-93-xgboost

Titanic Survival Prediction Project (93% Accuracy)🛳️ In this notebook, The goal is to correctly predict if someone survived the Titanic shipwreck using different Machine Learning Model & Hyperparameter tunning.

classification data-analysis data-science data-visualization gradient-boosting kaggle-competition linear-regression logistic-regression machine-learning machine-learning-algorithms ml ml-models nlp prediction predictive-modeling random-forest titanic titanic-kaggle titanic-survival-prediction xgboost

Last synced: 17 Nov 2024

https://github.com/jatin-mehra119/flight-price-prediction

This study aims to analyze flight booking data from "Ease My Trip" website, using statistical tests and linear regression to extract insights. By understanding this data, valuable information can be gained to benefit passengers using the platform.

data-analysis datacleaning datavisualization machine-learning preprocessing-data python sklearn-pipeline sklearn-regression-algorithm streamlit-webapp

Last synced: 16 Nov 2024

https://github.com/adrija-debnath/ideas-isi-data-science-internship

Topic of the Project - Predictive Maintenance Analysis, Data Science Internship at IDEAS - Institute of Data Engineering, Analytics and Science Foundation Technology Innovation Hub at Indian Statistical Institute, Kolkata.

data-analysis data-science predictive-analytics predictive-maintenance streamlit

Last synced: 20 Nov 2024

https://github.com/fhdsl/seattlestatsummer_r

A 4-day introduction to R programming, focused on Fred Hutch Research Interns

beginner beginner-friendly data-analysis data-science introduction-to-programming r-programming tidyverse

Last synced: 15 Nov 2024

https://github.com/djm158/learning-microsoft-r

Working through https://www.gitbook.com/book/smott/introduction-to-microsoft-r-server/details and creating samples

data-analysis data-science microsoft microsoft-sql-server r

Last synced: 15 Nov 2024

https://github.com/codewithmayank-py/box-office-analysis-with-seaborn-and-python

This repository contains Python code and datasets for analyzing box office data. Explore trends, patterns, and factors influencing movie performance.

analysis box-office-data-analysis data-analysis data-visualization dataset jupyter-notebook matplotlib pandas python3 seaborn

Last synced: 17 Nov 2024

https://github.com/alchemine/analysis-tools

Analysis tools for machine learning projects

data-analysis explanatory-data-analysis machine-learning python

Last synced: 15 Nov 2024

https://github.com/alanjamlu34/bike-dataset

Ini adalah tugas akhir dari kelas Dicoding Menjadi Data Analist

data-analysis streamlit-dashboard

Last synced: 17 Nov 2024

https://github.com/michalspano/maturitna-skuska-proj

Maturitná skúška 2021/2022 - objektívna spracovanie a analýza dát

data-analysis

Last synced: 17 Nov 2024

https://github.com/hadson0/chess-live-ratings-data

A study project focused on web scraping the live chess ratings from chess.com, with data analysis and visualization on nearly 5000 players in the classical world ranking.

beautifulsoup chess data-analysis data-visualization numpy pandas python seaborn web-scraping

Last synced: 19 Nov 2024

https://github.com/lenakirara/formacao_data_science_alura

Formação Data Science da plataforma de estudo da Alura

alura data-analysis data-science pandas python

Last synced: 16 Nov 2024

https://github.com/elrf3lipes/ramon-s_portfolio

I'm passionate about Cloud and DevOps, and for the moment I'm posting some of my work and personal projects here to showcase that. If its useful for you, feel free to integrate or contribute!

api-integration biopython clinical-trials data-analysis data-extraction data-parsing django docker entrez ipython medline-xml pandas pubmed-parser requests rest-api

Last synced: 18 Nov 2024

https://github.com/82luli02/sakila_dvd_rental_database_analysis

Analysis of the Sakila DVD Rental database using SQL

data data-analysis data-science data-visualization sql

Last synced: 16 Nov 2024

https://github.com/kunalpisolkar24/winequalityprediction

Predicting wine quality using machine learning with matplotlib, numpy, pandas, and seaborn for insightful data analysis. 🍇🤖📊

data-analysis data-science data-visualization machine-learning prediction-model

Last synced: 15 Nov 2024

https://github.com/ljadhav25/decision-tree-random-forest-algorithm-data-science-

This repository contains an implementation of decision tree and random forest algorithms from scratch in Python. Decision trees and random forests are popular machine learning algorithms used for classification and regression tasks. The goal of this project is to provide a clear and understandable implementation of these algorithms

data-analysis data-science decision-trees machine-learning-algorithms matplotlib numpy pandas python random-forest-classifier

Last synced: 18 Nov 2024

https://github.com/w-edward/youtube-keyword-popularity-analyzer

An effort to discover the top trending keywords on Youtube.

data-analysis node-js numpy python webscraping youtube-api

Last synced: 15 Nov 2024

https://github.com/shivakumarhl/digital-music-store-analysis

Digital Music Store Data Analysis using SQL

data-analysis sql

Last synced: 17 Nov 2024

https://github.com/bhavanachitragar/data-analysis-using-pyspark

Working with pyspark module in python and using google colab environment in order to apply some queries to the dataset. The dataset consist of two csv files listening.csv and genre.csv. Also, visualizing query results using matplotlib.

data-analysis google-colab pyspark-sql

Last synced: 17 Nov 2024

https://github.com/hanzopgp/lolanalysis

League Of Legends game data engineering, analysis, visualization and machine learning. Business intelligence project.

data-analysis data-cleaning data-engineering data-visualization dataiku deep-learning etl machine-learning scraping university

Last synced: 15 Nov 2024

https://github.com/ribin-baby/the-sparks-foundation-data-science-internship

This repository contains tasks and solutions assigned as part of internship program. This repository contains workbooks on data analysis and model building parts.

data-analysis eda python3

Last synced: 15 Nov 2024

https://github.com/hevalhazalkurt/word_analyser

A web app developed in Python and Django that analyzes given text mathematically and sentimentally.

analyzer analyzes content data-analysis django emotion python python3 sentiment sentiment-analyser sentiment-analysis text text-analysis

Last synced: 20 Nov 2024

https://github.com/ljadhav25/knn-algorithm-data-science-

This repository contains a project demonstrating the implementation and application of the K-Nearest Neighbors (K-NN) algorithm in Data Science. The objective is to provide a comprehensive understanding of the K-NN algorithm, including data preprocessing, model training, evaluation, and visualization of results. This project is ideal for beginners

data-analysis data-science knn-classification machine-learning matplotlib-pyplot numpy pandas-library seaborn

Last synced: 18 Nov 2024

https://github.com/ahmad-ali-rafique/weather-prediction-fcnn

This project demonstrates a complete pipeline for weather prediction using a Fully Connected Neural Network (FCNN). The project is implemented in Python using Jupyter Notebook, and it covers data loading, preprocessing, model training, and performance evaluation.

ai artificial-intelligence data-analysis data-science deep-learning deep-neural-networks fully-connected-network machine-learning machine-learning-algorithms weather-information

Last synced: 15 Nov 2024

Data analysis Awesome Lists
awesome-R 482 Awesome-Geospatial 1,257 awesome-TS-anomaly-detection 55 awesome-python-data-science 379 awesome-business-intelligence 231 yt-channels-DS-AI-ML-CS 195 data-science-with-ruby 101 machine-learning-resources 56 Data-Science 71 awesome-scientific-python 131 awesome-python-machine-learning-resources 1,884 awesome-data-science-resources 167 awesome-ethereum-analytics 45 awesome-qlik 32 Road2R 260 awesome-saas 77 Environmental-Data-Science 51 SORTED 92 fucking-awesome-R 378 awesome-web3 67 free-data-analysis-resources 71
Data analysis Categories
Uncategorized 245 文本数据和NLP 182 R 163 Machine Learning 163 Table of Contents 141 数据可视化 131 Reading corner 129 机器学习框架 122 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