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Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

https://github.com/bnvulpe/regression-and-time-series

This work centers on assessing and comparing predictive models for regression and time series prediction using specific datasets, with the goal of selecting the most effective methodology for unseen test data.

colab data-analysis data-analysis-python data-science data-visualization forecasting jupyter-notebook machine-learning model-evaluation predictive-modeling python regression sarima sarimax time-series-analysis time-series-analysis-and-forecasting

Last synced: 18 Nov 2024

https://github.com/azaz9026/myntra_review_project

Myntra Scraper Project Project Overview: The Myntra Scraper Project is designed to extract product data from the Myntra website. This tool enables users to gather information such as product names, prices, descriptions, ratings, and images for analysis, comparison, or personal use.

data-science data-structures data-visualization filesystem github mogodb mogoose python3 strreamlit web-scraping

Last synced: 18 Nov 2024

https://github.com/azaz9026/loan_approval_prediction

Welcome to the Loan Approval Prediction repository! This project aims to build a predictive model that can determine whether a loan application should be approved or denied based on various features. Purpose The goal of this repository is to develop a machine learning model that can accurately predict loan approval decisio

data data-analysis data-visualization eda machine-learning numpy pandas python statistics

Last synced: 18 Nov 2024

https://github.com/azaz9026/eda

Exploratory Data Analysis (EDA) refers to the method of studying and exploring record sets to apprehend their predominant traits, discover patterns, locate outliers, and identify relationships between variables. EDA is normally carried out as a preliminary step before undertaking extra formal statistical analyses or modeling.

data-cleaning data-visualization encoding machine-learning matplotlib numpy pandas plotly python3 seaborn sklearn-library

Last synced: 18 Nov 2024

https://github.com/kenrick95/poor-economics-data

Visualization for data published in the archived pooreconomics.com

data-visualization economics

Last synced: 18 Nov 2024

https://github.com/onapte/earth-surface-temp-forecasting

A reupload of my 2023 project (PART-1) on global temperature forecasting using earth surface temperature time-series data

data-analysis-python data-visualization python3 regression-models time-series time-series-analysis

Last synced: 16 Nov 2024

https://github.com/thlindustries/mortalidade_neonatal_python_react

Uma plataforma de visualização de dados montada utilizando Python e React com a library de visualização do Plotly

data-analysis data-visualization plotly python python3 react reactjs

Last synced: 11 Nov 2024

https://github.com/swanie21/svg-graphs

Data visualization with svg graphs

data-visualization react svg-graphs

Last synced: 11 Nov 2024

https://github.com/lintangwisesa/react-plotly.js

Data visualization 📊 on React ⚛ using Plotly.js 📶

data-visualization plotlyjs react

Last synced: 11 Nov 2024

https://github.com/ireneflorez/exploration_r

Data exploration on the 'White Wine Quality' dataset using R

data-analysis data-visualization r

Last synced: 12 Nov 2024

https://github.com/ireneflorez/exploringweathertrends

Exploring Weather Trends using SQL, moving averages, and data visualization

data-visualization excel sql

Last synced: 12 Nov 2024

https://github.com/aromoh/bokeh-dashboard-debate-analysis

Project developed in Python 3.5 making use of Bokeh library to display the opinion of users of the debate of June 13, 2016 among the candidates for the presidency of the government of Spain.

bokeh dashboard data-visualization python-3-5 sentiment-polarity

Last synced: 18 Nov 2024

https://github.com/aishwaryagm1999/electric-vehicles-dataset-data-analaysis

Performed Data Cleaning and Data Analysis of the Electric Vehicles Dataset to find the relationship between the features in the dataset and visualized the findings using matplotlib and seaborn.

data-analysis-python data-visualization electric-vehicle feature-analysis matplotlib numpy pandas python seaborn

Last synced: 18 Nov 2024

https://github.com/aishwaryagm1999/california-housing-prices-data-analysis

Performed Data Cleaning and Data Analysis of the California Housing Prices Dataset to find the relation between the housing prices at a block and the amenities and facilities stated in the dataset such as total number of rooms, ocean proximity etc.

data-analysis data-visualization matplotlib numpy pandas python seaborn

Last synced: 18 Nov 2024

https://github.com/dina-hosny/import-preprocess-and-visualize-a-dataset-project

A simple project to practice importing a dataset, data cleaning and preparation processes, and visualize the results to answer some given questions.

data-cleaning data-engineering data-science data-visualization jupyter-notebook matplotlib numpy pandas python

Last synced: 14 Nov 2024

https://github.com/badranalyst/data-professional-survey-breakdown-power-bi-dashboard

This project presents an interactive Power BI dashboard analyzing data professionals' insights. Key focus areas include job satisfaction, challenges in entering the data field, career priorities, demographics, and more. The visualization helps uncover trends and factors impacting data professionals globally.

charts dashboard dashboards data data-cleaning data-visualization dataset dax power-bi powerbi

Last synced: 11 Nov 2024

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: 11 Nov 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: 11 Nov 2024

https://github.com/badranalyst/airbnb-listings-data-visualization-insights-into-pricing-and-popularity

This project visualizes Airbnb listings data, focusing on price by zip code, average price per bedroom, annual revenue, and distinct bedroom listings. Interactive charts reveal trends and patterns, providing valuable insights for hosts and travelers to understand market dynamics.

dashboard data-visualization dataset tableau tableau-dashboards tableau-desktop tableau-public

Last synced: 11 Nov 2024

https://github.com/badranalyst/bikes-sales-data-analysis

This project focuses on cleaning, analyzing, and visualizing a bike sales dataset in Excel. Key factors include income, gender, age brackets, commute distance, region, marital status, and education. The dashboard displays trends and relationships between these factors and bike purchases, providing insights into customer demographics and behavior.

dashboard data-analytics data-cleaning data-visualization excel

Last synced: 11 Nov 2024

https://github.com/marialuizaleitao/dsa-powerbi

Este repositório contém uma série de dashboards construidos durante o curso de Power BI para Business Intelligence e Data Science da Data Science Academy.

business-intelligence data-visualization dax-expression machine-learning powerbi

Last synced: 10 Nov 2024

https://github.com/easonlai/covid19_hk_analysis

This is code sample of data analysis (with visualization) for COVID-19 cases in Hong Kong. Data is obtained from official data.gov.hk.

covid-19 data-analytics data-science data-visualization matplotlib pandas python seaborn seaborn-plots

Last synced: 10 Nov 2024

https://github.com/easonlai/eda_for_hk_covid19

This is a code sample of Exploratory Data Analysis (EDA) for COVID-19 cases in Hong Kong. Data is obtained from official data.gov.hk.

covid-19 covid19-data data-analytics data-science data-visualization eda matplotlib omicron pandas python python3 seaborn

Last synced: 10 Nov 2024

https://github.com/csoren66/customer-personality-analysis

Predict how different customer segments will respond for a particular product or service.

data-analysis data-visualization python

Last synced: 14 Nov 2024

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: 12 Nov 2024

https://github.com/mathyouf/kaggle-notebook-code

Code and Images which I used in Kaggle Notebooks. Mostly for style and code clarity.

data-visualization kaggle

Last synced: 18 Nov 2024

https://github.com/nivasharmaa/friskwatch

A Java program for analyzing stop-and-frisk data from the NYPD. Features data import, organization, and statistical analysis to compare occurrences during and after policy implementation.

data-analysis data-visualization dataprocessing datascience file-io java java-oop nypd-data

Last synced: 18 Nov 2024

https://github.com/ahmedmmahrous/movie-recommendation-and-analysis

Perform analysis and Basic Recommendations based on Similar Genres and Movies which Users prefer.

data-visualization feature-engineering nu pan py recommender-system seaborn

Last synced: 18 Nov 2024

https://github.com/phette23/treemap-koha-facets

d3.js treemap example with library catalog facet usage

d3js data-visualization treemap

Last synced: 15 Nov 2024

https://github.com/namratagulati/fraud_detection

This fulfills all the requirements of a fraud detection model developed on linear regression using feature scaling, engineering and testing model with the help of auc-roc curve and others.

data-analysis data-visualization machine-learning machine-learning-algorithms machinelearning-python

Last synced: 10 Nov 2024

https://github.com/yaph/gh-browser-cloud

A word cloud based on browser mentions in GitHub commit messages.

big-query data-processing data-visualization github webbrowser wordcloud

Last synced: 10 Nov 2024

https://github.com/aymane-maghouti/sentiment-analysis-for-jumia-reviews-and-smartphone-price-prediction-system

The project focuses on customer sentiment analysis for Jumia, aiding informed online decisions. It collects and analyzes product comments to determine sentiments and implements a decision-making algorithm. Additionally, it includes product price prediction system using regression techniques.

beutifulsoup data-analysis data-cleaning data-collection data-preprocessing data-scraping data-visualization eda falsk machine-learning python web-application

Last synced: 16 Nov 2024

https://github.com/isinghabhishek/data_analysis_with_python

Introduction to Data Analysis covering the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis.

data-visualization exploratory-data-analysis numpy pandas python

Last synced: 12 Nov 2024

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: 19 Nov 2024

https://github.com/vit0r/trino-datavirtualization

POC trino - some catalogs, mariadb,postgresql,mongodb and minio

data-visualization

Last synced: 14 Nov 2024

https://github.com/yashika-malhotra/micromobility-service-provider---hypothesis-testing

Examined factors influencing demand for micro-mobility shared electric cycles Performed exploratory analysis and hypothesis testing, revealing the distinct influence of weather-season association on hourly counts

colab-notebook data-visualization eda exploratory-data-analysis hypothesis-testing jupyter-notebook matplotlib matplotlib-pyplot numpy pandas python scipy-library scipy-stats seaborn skit-learn

Last synced: 14 Nov 2024

https://github.com/unidata/gempak-scripts

A collection of GEMPAK scripts

data-visualization gempak meteorology

Last synced: 13 Nov 2024

https://github.com/ptdewey/spotipy-wrapped

Make sense out of Spotify personal data

data-visualization jupyter-notebook python spotify

Last synced: 19 Nov 2024

https://github.com/steviecurran/gbt-scripts

IDL scripts for the reduction of Green Bank Telescope data

data-analysis data-compression data-visualization radio-astronomy spectroscopy

Last synced: 14 Nov 2024

https://github.com/saketr3/voting-policy-impact-visualizer

Data visualization web app where users can compare voter turnout of different demographics with states’ voting policy fairness scores

data-visualization voting

Last synced: 19 Nov 2024

https://github.com/ndleah/weight-lifting

🏋️ animate time-series weightlifting data visulisation using R

data-visualization r-programming

Last synced: 13 Nov 2024

https://github.com/simoesleticia/data-visualization-tutorial

Guia prático de visualização de dados com Seaborn e Matplotlib

data-visualization data-visualization-python matplotlib-tutorial seaborn-tutorial

Last synced: 16 Nov 2024

https://github.com/arction/lcjs-example-0908-3drealtimepoints

A demo application showcasing LightningChart JS to display 3D Scatter chart in real-time.

3d-visualization chart data-visualization lcjs lightningchart-js scatter-plot

Last synced: 18 Nov 2024

https://github.com/sssshefer/covid-map

Interactive map showing covid data implemented on R language

big-data data-visualization r r-studio

Last synced: 13 Nov 2024

https://github.com/anjalikumari021/ecommerce_sales_dashboard_using_powerbi

Developed an insightful Ecommerce Sales dashboard using Power BI to provide insights.

charts dashboard data-cleaning data-visualization powerbi

Last synced: 14 Nov 2024

https://github.com/ccao-data/app-shiny-rpie-dashboard

Shiny dashboard for analysts to consume aggregated RPIE data

app dashboard data-visualization docker r shiny

Last synced: 14 Nov 2024

https://github.com/arction/lcjs-example-1103-mapchartvizxy

Animated map chart that visualizes the progression of first round of CoVID-19 vaccination coverage per country

covid-19 data-visualization demo example lightningchart-js maps template

Last synced: 18 Nov 2024

https://github.com/jahnvisahni31/airport_analysis

This project is a comprehensive Power BI dashboard analyzing airport operations, focusing on flight delays, time analysis, and detailed flight information to improve efficiency and passenger satisfaction.

airline-performance airport airport-operations aviation business-intelligence dashboard data-analytics data-visualization flight-analysis flight-data flight-delays power-bi time-analysis

Last synced: 14 Nov 2024

https://github.com/arif-miad/global-plastic-waste-analysis

Global plastic waste is a pressing environmental issue, with massive production, limited recycling, and high risks to ecosystems and human health

catboost-classifier data-science data-visualization geopandas machine-learning matplotlib python random-forest-classifier seaborn

Last synced: 14 Nov 2024

https://github.com/drkbluescience/ibm-datascience-spacex

In this project, we predict whether the Falcon 9 first stage will land successfully by following the data science methodology.

data-visualization data-wrangling machine-learning-algorithms sql-query sqlite webscraping-data

Last synced: 14 Nov 2024

https://github.com/cano1998/data-visualization-project

A project focused on data visualization to explore various aspects of a car dataset. The visualizations provide insights into car performance, efficiency, and characteristics based on different manufacturers and features.

bar-pl bar-plot data-analysis data-visualization histogram jupyter-notebook line-plot

Last synced: 09 Nov 2024

https://github.com/greatwoman23/hotel_reservation_analysis

In this project, we delve into the intricate world of hotel reservations, utilizing a multifaceted analytical approach to uncover valuable insights. Through a combination of SQL queries and Tableau visualizations, we meticulously dissect a rich dataset comprising booking details, customer demographics, and reservation statuses.

data-analysis data-science data-visualization hotel hotel-reservation publications sql sql-query sqlite3 tableau

Last synced: 13 Nov 2024

https://github.com/travorlzh/population-analysis

Python program that analyzes data from a CSV file

big-data data-visualization matplotlib population-analysis pyplot

Last synced: 16 Nov 2024

https://github.com/priyapuranik/diwali-sales-analysis_with-data-visualization

Diwali sales data analysis with visualizations, highlighting customer demographics, product categories, and purchase trends.

data-visualization matplotlib-pyplot pandas python seaborn

Last synced: 13 Nov 2024

https://github.com/bessouat40/photo-gallery-viewer

This project is a photo gallery app 🎨 It leverages a CLIP model for powerful image search based on text keywords. You can easily filter through your images using AI-driven queries!

artificial-intelligence data-visualization elasticsearch embeddings image-gallery image-search mvc-architecture offline photo-gallery python

Last synced: 16 Nov 2024

https://github.com/arction/lcjs-example-0032-logohlc

Example showcasing a *Candlesticks chart* with a logarithmic Y Axis.

axes chart data-visualization demo example javascript lcjs lightningchart-js logarithmic ohlc ohlc-plot

Last synced: 18 Nov 2024

https://github.com/arction/lcjs-example-0703-customhtmlcursor

Example showcasing custom cursor implementation with HTML & CSS.

chart css data-visualization html javascript lightningchart-js

Last synced: 18 Nov 2024

https://github.com/zacoppotamus/cityshade

[WIP] Studies in GPU-based cartography

cartography data-visualization glsl

Last synced: 13 Nov 2024

https://github.com/amarlearning/exploring-67-years-of-lego

In this project, I have explored database of every LEGO set ever built.

data-manipulation data-visualization importing-and-cleaning-data jupyter-notebook pandas python

Last synced: 14 Nov 2024

https://github.com/shashwat9kumar/us-accidents-data-analysis

Analysis of the US accidents using the US-Accidents dataset (4.2 million entries) from Kaggle

accidents accidents-analysis data-analysis data-analytics data-visualisation data-visualization matplotlib numpy pandas python

Last synced: 13 Nov 2024

https://github.com/shashwat9kumar/trends_in_a_country_on_twitter

Finding trending topics in each country on twitter and visualizing them in a WordCloud

data data-visualization trends tweepy twitter-api wordcloud

Last synced: 13 Nov 2024

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 Nov 2024

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

This project uses Machine Learning to Cluster loan together based on their similarities. The project uses a dataeset of loan application which includes information about the Loan amount and Balance. The project then use the clustering algorithm to group the loan together based on the similarities.

clustering-algorithm data-analysis data-science data-visualization eda kmeans-clustering machine-learning sql unsupervised-learning

Last synced: 14 Nov 2024

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 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/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 Nov 2024

https://github.com/balajimohan18/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 ms-office powerbi-report powerpoint-presentations python sql-server

Last synced: 14 Nov 2024

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 Nov 2024

https://github.com/arction/lcjs-example-0804-meshcircle

A demo application showcasing LightningChart JS IntensityMesh series.

chart data-visualization heatmap intensity lcjs lightningchart-js

Last synced: 18 Nov 2024

https://github.com/arction/lcjs-example-0702-customcursor

Example showcasing custom cursor implementation with LCJS UI.

charts data-cursor data-visualization example javascript lightningchart-js template

Last synced: 18 Nov 2024

https://github.com/balajimohan18/tableau-visualization-project

This repository contains Visualization Projects which is visualized through Tableau Software, by using the visualization we can gain multiple insights and strategies which helps to develop the business for gaining high profit margins and also it provides social values in some cases to reduce damages by calamities.

data-analysis data-science data-visualization exploratory-data-analysis tableau tableau-public

Last synced: 14 Nov 2024

https://github.com/zackakil/simple-plant-growth-visualiser-js

What if bar charts had a more realistic sense of ideal growth target, like say... get a plant to fruit?

data-visualization foliage javascript plants trees

Last synced: 13 Nov 2024

https://github.com/balajimohan18/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-analytics data-science data-testing data-visualization forecasting forecasting-models machine-learning model-evaluation predictive-modeling python regression-algorithms salesforecast scipy sklearn-library supervised-learning

Last synced: 14 Nov 2024

https://github.com/pejpero/multi-class_classifier

This project demonstrates multiclass classification using Perceptron and Logistic Regression, implemented from scratch without using built-in libraries. It includes techniques like One-Versus-The-Rest and One-Versus-One for Perceptron, and Softmax for Logistic Regression, with a focus on understanding core ML concepts.

data-visualization logistic-regression machine-learning multiclass-classification one-vs-one one-vs-rest perceptron python scratch-implementation softmax

Last synced: 13 Nov 2024

https://github.com/arction/lcjs-example-0452-pielut

A demo application showcasing using LightningChart JS Pie Chart with a lookup table for styling.

data-visualization demo example lcjs lightningchart-js pie-chart

Last synced: 18 Nov 2024

https://github.com/student-rubeena/weather_monitor

The Real-Time Weather Monitoring System is a Python app that tracks live weather data from the OpenWeatherMap API for Indian metros. It converts temperatures, provides daily summaries (average, max, min temperatures), and triggers alerts for extreme conditions. The system also stores data for analysis and visualizes weather trends.

alert-system api automation data-integration data-processing data-visualization database-management temperature-conversion version-control

Last synced: 19 Nov 2024

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