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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/shridhar1504/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-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: 05 Nov 2024

https://github.com/mindrones/dualagn

Active galaxies: emission line diagrams

astronomy chart d3js data-visualization galaxy interactive

Last synced: 10 Nov 2024

https://github.com/shridhar1504/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 eda loan-prediction loan-status machine-learning predictive-modeling sql supervised-learning

Last synced: 05 Nov 2024

https://github.com/jorgeatgu/d3-bundle

Importando solo los módulos necesarios de d3

d3js d3v4 data-visualization

Last synced: 10 Nov 2024

https://github.com/raul23/dev-jobs-insights

Data analysis of developer job posts from Stack Overflow

data-analysis data-mining data-visualization python

Last synced: 14 Nov 2024

https://github.com/shridhar1504/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-cleaning data-science data-visualization exploratory-data-analysis microsoft-excel microsoft-power-bi microsoft-powerpoint powerbi powerbi-report powerbi-visuals powerpoint-slides

Last synced: 05 Nov 2024

https://github.com/shridhar1504/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: 05 Nov 2024

https://github.com/shridhar1504/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.

adf arima-model augmented-dickey-fuller-test data-analysis data-analytics data-science data-visualization eda exploratory-data-analysis machine-learning machine-learning-algorithms python python3 residuals sarimax seasonality time-series time-series-forecasting trends

Last synced: 05 Nov 2024

https://github.com/shridhar1504/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-cleaning data-science data-testing data-visualization forecasting-models machin model-evaluation model-fitting prediction predictive-modeling python3 regression-algorithms salesforecast sklearn-library supervised-learning

Last synced: 05 Nov 2024

https://github.com/xre22zax/roller-coaster

Explore award-winning wood and steel coasters from 2013-2018 Golden Ticket Awards & Captain Coaster, all powered by Python and interactive visualizations.

analytics data-analysis data-visualization pandas python python-lambda python3 visualization

Last synced: 06 Nov 2024

https://github.com/yash22222/web-scraping-for-data-analysis-predictive-model-on-customer-data

Utilized web scraping for customer feedback at Air India, conducting robust data analysis, and applying machine learning for predictive modeling. Drove data-driven decisions, enhancing services, and elevating customer satisfaction. Expertise in web scraping, analysis, and predictive modeling for actionable insights.

data-analysis data-preprocessing data-science data-visualization exploratory-data-analysis machine-learning powerbi random-forest-classifier sentiment-analysis tableau web-scraping

Last synced: 09 Nov 2024

https://github.com/jofaval/sonar

Binary Classification of Sonar Signals of Rocks and Metal cylinders in 1987

data-analysis data-science data-visualization machine-learning python scikit-learn sonar uci

Last synced: 21 Oct 2024

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: 09 Nov 2024

https://github.com/strawndri/python-ds-data-visualization-graficos-bibliotecas

Projeto avançando em ciência de dados com Python, da plataforma Alura.

alura data-science data-visualization python

Last synced: 10 Nov 2024

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: 09 Nov 2024

https://github.com/e-candeloro/modified-tsp-optimization

A modified Traveling Salesman Problem (TSP) optimization where a directed graph tour starting and ending at the first node is chosen so to maximize a custom objective function (net profit)

data-visualization graph-algorithms gurobi gurobipy maximization operational-research optimization-algorithms pandas python traveling-salesman-problem

Last synced: 07 Nov 2024

https://github.com/drkbluescience/wids2024_challenge2_metastaticdiagnosisregression

This notebook presents an exploratory data analysis (EDA) and regression modeling approach for the WiDS Datathon 2024 Challenge #2.

catboost data data-visualization ensemble-learning exploratory-data-analysis gradient-boosting imputation-methods lgbm machine-learning scikit-learn women-in-data-science

Last synced: 31 Oct 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: 12 Nov 2024

https://github.com/tjas/postgrad-ai-ddv-plotly

Jupyter Notebook to analyze the salaries of Federal District government public servants, using Python, Pandas and Plotly Express, to solve the proposed exercise in "Data Discovery and Visualization" discipline.

analysis analytics data data-analytics data-discovery data-science data-visualization graph graphs jupyter-notebook jupyter-notebooks pandas plotly plotly-express python

Last synced: 07 Nov 2024

https://github.com/lalitmee/data-visualization

Data Visualization using d3js library

csv-files data-visualization

Last synced: 07 Nov 2024

https://github.com/callmemaverick/game-of-thrones-investigating-episodes

Data Science project to analyze the duration of Game of Thrones episodes

data-science data-visualization matplotlib pandas-python python

Last synced: 07 Nov 2024

https://github.com/kylemit/livedataisbeautiful

A casual attempt at data visualizations

data-visualization highcharts

Last synced: 28 Oct 2024

https://github.com/yalai92/alfalfa_imp_exp_analysis

This repository covers data cleaning, analysis, and visualization of global alfalfa and pellet imports, focusing on trends from 2003 to 2023. It also includes a predictive analysis of global alfalfa demand for 2024-2029, using data science techniques to provide insights for stakeholders in the alfalfa industry.

data-analysis data-cleaning data-visualization matplotlib numpy pandas python sckiit-learn tableau

Last synced: 31 Oct 2024

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: 10 Nov 2024

https://github.com/controldata23/automobiles-data-exploration

An Exploratory Data Analysis done on an Automobiles dataset from kaggle

data-exploration data-visualization eda jupyter-notebook matplotlib python-data-analysis

Last synced: 31 Oct 2024

https://github.com/karthikarajagopal44/data-analysis-using-python-libraries-

The COVID-19 pandemic has significantly impacted India, necessitating a detailed analysis of the virus’s spread within the country. In this project, we explore an India-specific COVID-19 dataset, leveraging Python libraries such as Pandas, NumPy, Matplotlib, and Seaborn.

data-cleaning data-visualization matplotlib numpy pandas python python3 scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/justfifi17/nyc-real-estate-sales-prediction

Analyzes real estate sales data in NYC by performing exploratory data analysis and building models to predict sale prices based on various features.

data-visualization exploratory-data-analysis gradient-boosting linear-regression random-forest xgboost-regression

Last synced: 07 Nov 2024

https://github.com/kplanisphere/analysis-of-political-texts

Analysis and Classification System of Political Texts Using Natural Language Processing - Final Project for the Information Retrieval Course

classification-model data-science data-visualization deep-learning information-retrieval machine-learning natural-language-processing neural-network nlp nlp-machine-learning

Last synced: 07 Nov 2024

https://github.com/kplanisphere/plotted-3d-environment

Plotted 3D Environment is a graphical project inspired by Minecraft, designed to demonstrate 3D object creation, animation, and interaction using OpenGL. It features first-person navigation, texture mapping, and collision detection within a dynamic 3D environment filled with obstacles and enemies - Final project for the Grafication course.

3d-graphics animation camera-movement collision-detection computer-graphics cpp data-visualization educational-project opengl texture-mapping

Last synced: 07 Nov 2024

https://github.com/gattiharishkumar/employee-attendance-leaves-analytics-dashboard

This project showcases a Power BI dashboard created to analyze employee attendance and leaves over a three-month period. The data was sourced from Excel datasets available on the Codebasics website.

dashboards data-analysis data-cleaning data-transformation data-visualization power-query-editor powerbi

Last synced: 07 Nov 2024

https://github.com/gattiharishkumar/blinkit-sales-analysis-dashboard

This project presents a comprehensive sales analysis dashboard for Blinkit, an Indian last-minute delivery app. The dashboard was created using Power BI and provides a detailed overview of the company's sales performance across various outlets and product categories.

dashboard data-analysis data-transformation data-visualization ms-excel-data-analytics power-query powerbi powerbi-visuals

Last synced: 07 Nov 2024

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/marielachirinosr/nyc-taxi-trip-exploration-2019-2020

Explores passenger behavior & impact of COVID-19 on NYC taxi industry (Q1 2019-2020).

bigquery data data-analysis data-visualization python sql tableau

Last synced: 07 Nov 2024

https://github.com/marielachirinosr/bellabeat-wellness-data-trends

Analyzing smart device data for insights on user activity patterns to optimize interventions for better health outcomes.

data data-analysis data-visualization pandas python python3 tableau tableau-public

Last synced: 07 Nov 2024

https://github.com/marielachirinosr/cyclistic-data-analytics-project

This project explores user behavior within a fictional bike-sharing system, modeled after Cyclistic, operating in Chicago.

data data-visualization pandas powerbi-report powerbi-visuals python

Last synced: 07 Nov 2024

https://github.com/abdurahman-hassan/kaggle-notebooks

"kaggle-notebooks" repo contains Jupyter notebooks using real-world Kaggle datasets. Topics: data cleaning, feature engineering, model training, evaluation. Intended for both beginners & advanced. Includes detailed explanations & comments. Open source, contributions welcome.

analysis data-science data-visualization kaggle kaggle-dataset notebook-jupyter python3

Last synced: 07 Nov 2024

https://github.com/udipta14/historical-olympic-games-eda-python

Exploratory Data Analysis of a Historical Olympic Games Dataset, including all the games from Athens 1896 to Rio 2016.

data-cleaning data-visualization eda matplotlib numpy pandas python3 seaborn

Last synced: 07 Nov 2024

https://github.com/ayushverma135/accenture-data-analytics-and-visualization

This program provided practical experience in advising a hypothetical social media client as a Data Analyst at Accenture. The simulation involved cleaning, modeling, and analyzing multiple datasets, culminating in the creation of a PowerPoint deck and video presentation to communicate key insights.

accenture analytics data data-visualization forage presentation

Last synced: 08 Nov 2024

https://github.com/mrwilbroad/react-data-visualizaion

Data visualization with reactjs , react-chartjs-2

chartjs data-visualization graphs react-chartjs-2 reactjs

Last synced: 07 Nov 2024

https://github.com/kushshriv/onlinejobpostings-infographic

The Python Data Cleaning Code and Input Dataset For My Telling Stories With Data Project

data-visualization pandas python

Last synced: 12 Nov 2024

https://github.com/georgiosioannoucoder/2023-fall-data-science-ta

These are my code examples for the 2023-fall-data-science-ta as a Data Science Teaching Assistant at CUNY Tech Prep (CTP) Cohort 9. 📊

dashboard data-visualization decision-tree eda huggingface image-classification machine-learning ml neural-network nlp pandas random-forest regression teaching-assistant transformer

Last synced: 08 Nov 2024

https://github.com/agustin-caceres/proyecto-data-analyst

Proyecto de Data Analyst sobre servicios de Telecomunicaciones en Argentina

business-analytics business-intelligence data-analysis data-visualization database postgresql python streamlit

Last synced: 11 Nov 2024

https://github.com/superskyyy/stackoverseer

This is a StackOverflow monitor where you can easily access the most trending and up-to-date questions on a particular set of tags. This project can be modified to support wider range of tags and provide functionalities.

charts data-visualization stackoverflow-api stackoverflow-questions

Last synced: 07 Nov 2024

https://github.com/lauralivers/beyond-the-binary

comprehensive data storytelling about the shortage of female ICT specialists in Switzerland

bar-chart data-visualisation data-visualization data-viz dviz geopandas jupyter-notebook python sankey-plots switzerland women-in-tech

Last synced: 31 Oct 2024

https://github.com/gfav-cybergeek/prodigy_ml_01

A linear regression model to predict house prices based on square footage, number of bedrooms, and bathrooms. Includes feature engineering, preprocessing, and model evaluation.

ai airtificialintelligence algorithms algorithms-and-data-structures data-structures data-visualization jupyter jupyter-notebook jupyterlab machine-learning machine-learning-algorithms machine-learning-models python

Last synced: 31 Oct 2024

https://github.com/loginchik/moscow-hex

3D glyph visualization of Moscow center cadastre buildings data

3d-graphics data-visualization threejs

Last synced: 08 Nov 2024

https://github.com/robmcelhinney/emperor-age

D3.js Bar Charts of Roman Emperors' Age and length of Reign from 63 BCE to 395 CE

d3 d3js data-visualization emperor roman

Last synced: 21 Oct 2024

https://github.com/armahdavi/code-data-analytics-pipelines-statistics-ml-pm-psd_residential-qff

Sharing all the data pipelines and processing codes, statistical modellings, descriptive statistics, plot visualizations, and machine learning from Mahdavi & Siegel (2021) (Indoor Air) Project Miestone: 2017 - 2020 Full-length article: https://onlinelibrary.wiley.com/doi/abs/10.1111/ina.12782

data-science data-visualization dust hvac indoor-air-quality jupyter-notebook machine-learning matplotlib-pyplot numpy pandas python scikit-learn scipy-stats spyder spyder-python-ide statistics

Last synced: 12 Nov 2024

https://github.com/armahdavi/qff-evalation_code-data-processing-statistics-plotting

Data pipelines and processing codes, statistical modellings, descriptive statistics, and plot visualizations for QFF evaluation phase of for Mahdavi et al. (2021) (Environmental Pollution) Project Miestone: 2018 - 2021 Full-length article: https://www.sciencedirect.com/science/article/abs/pii/S0269749120370779

data-science data-visualization histogram matplotlib matplotlib-pyplot numpy pandas python

Last synced: 12 Nov 2024

https://github.com/armahdavi/code-data-processing-statistics-plotting-airborne-sampling-of-pm

All codes for the data pipelines processing, statistical modellings, descriptive statistics and plot visualizations from airborne phase of Mahdavi et al. (2021) (Environmental Pollution) Project Miestone: 2018 - 2021

data-science data-visualization machine-learning matplotlib-pyplot numpy pandas python scikit-learn scipy-stats statistics

Last synced: 12 Nov 2024

https://github.com/armahdavi/analytics-data-pipelines-statistics-ml-plotting---dust-extraction-hvac-filters---phase-2

PhD Technical Paper 1 - Phase 2 - Mahdavi & Siegel (2020) (Aerosol Science & Technology; AS&T) - Sharing all the data pipelines, processing codes, descriptive statistics, statistical modellings, and plotting/visualizations - Project Miestone: 2017 - 2020 - Full-length article is available

data-pipelines data-science data-visualization machine-learning matplotlib-pyplot numpy pandas-dataframe python scipy-stats sklearn statistics

Last synced: 12 Nov 2024

https://github.com/jainish-prajapati/solar-flare-prediction

This repository contains code and data for predicting solar flare energy ranges using machine learning, based on NASA's RHESSI mission data. It includes preprocessing of FITS files into a unified CSV dataset and implements models like Gradient Boosting, Random Forest, and Decision Tree classifiers, achieving accuracies up to 87%.

data-visualization machine-learning numpy pandas python scikit-learn solar-flare-prediction

Last synced: 31 Oct 2024

https://github.com/adi3042/data_science

📊🚀 Explore the Data Science Universe! Unlock insights and master data skills with hands-on assignments spanning machine learning, visualization, and more. Your journey to becoming a data expert starts here! 🎯💡 DataScienceJourney

anomaly-detection big-data-processing classification clustering computer-vision data-cleaning-and-preprocessing data-visualization deep-learning dimensionality-reduction ensemble-learning exploratory-data-analysis feature-engineering machine-learning model-deployment model-selection-and-evaluation natural-language-processing regression-analysis statistical-analysis time-series-analysis-and-forecasting

Last synced: 08 Nov 2024

https://github.com/salma-mamdoh/a-visual-history-of-nobel-prize-winners-project

My project aims to practice Data Analysis and Data Visualization on DataCamp

data-analysis data-visualization datacamp matplotlib pandas python seaborn

Last synced: 08 Nov 2024

https://github.com/rijul007/smartwatch-data-analysis-using-python

Smartwatch Data Analysis to uncover insights into health and activity patterns using Python for data cleaning, exploratory analysis, and interactive visualizations.

data-analysis data-science data-visualization exploratory-data-analysis jupyter-notebook matplotlib numpy pandas plotly python

Last synced: 08 Nov 2024

https://github.com/manoharvit/personality-prediction-test

Career professionals and psychologists use this information in personality career tests for recruitment and candidate assessment. Accurate personality estimation is delicate and can be falsified to some extent by a seeker, as I did. Given that employment is frequently associated with significant fiscal and social benefits, job campaigners are incen

data-mining data-science data-visualization machine-learning

Last synced: 08 Nov 2024

https://github.com/risdorn/restaurant-delivery-platforms-analysis-bdm-project

This project analyzes restaurant delivery platforms to understand customer preferences, industry competition, and expansion opportunities. Conducted as part of the BDM project from IITM, it includes descriptive stats, distribution, correlation, regression, and geospatial analysis using multiple datasets.

data-analysis data-visualization jupyter-notebook kaggle

Last synced: 31 Oct 2024

https://github.com/diegopino/publibdata_codexhackathon

Public Library Data processing/analysis codex hackathon attempt

data-analysis data-visualization libraries public

Last synced: 08 Nov 2024

https://github.com/christos-pelekis/harsourcerer

An inclusive MERN stack-based platform for comprehensive analysis and exploration of HTTP traffic data extracted from HAR (HTTP Archive) files.

data-visualization har-files http-traffic mern-stack

Last synced: 12 Nov 2024

https://github.com/smahala02/materials-science-image-analysis

Image analysis for materials science with a focus on particle diameter measurement and image scaling using Python.

data-visualization image-analysis materials-science particle-measurement python

Last synced: 08 Nov 2024

https://github.com/smahala02/materials-science-data-analysis

Analysis of diffraction and spectrum data in materials science using Python for data visualization and interpretation.

data-visualization diffraction-analysis materials-science python spectrum-analysis

Last synced: 08 Nov 2024

https://github.com/mxagar/eda_fe_summary

An 80/20 guide for Data Processing: Data Cleaning, Exploratory Data Analysis, Feature Engineering, Feature Selection.

data-analysis data-cleaning data-modeling data-science data-visualization eda exploratory-data-analysis feature-engineering feature-selection machine-learning pandas

Last synced: 05 Nov 2024

https://github.com/gracysapra/r-in-data-science

This repository contains essential guides for data analysis using R, covering topics like data preparation, data reshaping, and data visualization. Each file focuses on fundamental techniques to manipulate, clean, and visualize data effectively using R programming.

data-analysis data-preparation data-reshaping data-science data-visualization data-visualizations ggplot r r-for-data-science

Last synced: 28 Oct 2024

https://github.com/nicolascampbell97/cobertura-de-salud-censo-2022-power-bi

Dashboards en Power BI sobre la situación de la cobertura de salud en argentina, basado en los resultados del censo 2022

dashboard data-analytics data-science data-visualization dax-functions excel hypothesis-testing power-bi power-query r-studio statistical-inference tidyverse

Last synced: 10 Nov 2024

https://github.com/raghavendranhp/phonepe-pulse-data-visualization-and-exploration

This code clones PhonePe data from GitHub. After processing the data, it is displayed in an appealing manner to gain insights from PhonePe's information. This can be used to increase productivity, profits, and focus specifically on business development.

data-visualization githubclone mysql mysqlconnector pandas plotly plotly-dash python sqlalchemy streamlit visualization

Last synced: 10 Nov 2024

https://github.com/kmohamedalie/excel-data-visualization

Visualizing and publishing chats with excel

data-visualization excel github html

Last synced: 09 Nov 2024

https://github.com/msukmanowsky/datadrawer

A handy little utility for when you want some time series data to prototype and don't want to write code.

d3 data-visualization prototype prototyping vue vuejs

Last synced: 09 Nov 2024

https://github.com/iyashwantsaini/911_capstone

For this capstone project we will be analyzing some 911 call data from Kaggle.

capstone data-science data-visualization python3

Last synced: 16 Nov 2024