https://github.com/bjornmelin/data-analytics-playground

🧐 Collection of academic data analytics projects showcasing exploratory data analysis, geographic visualization, and interactive dashboards.
https://github.com/bjornmelin/data-analytics-playground

data-analysis data-analytics data-visualization geographic-analysis ggplot interactive-maps leaflet r r-programming shiny tidyverse

Last synced: about 1 month ago
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🧐 Collection of academic data analytics projects showcasing exploratory data analysis, geographic visualization, and interactive dashboards.

• Host: GitHub
• URL: https://github.com/bjornmelin/data-analytics-playground
• Owner: BjornMelin
• License: mit
• Created: 2025-01-24T15:16:04.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2025-01-25T03:20:55.000Z (4 months ago)
• Last Synced: 2025-02-12T07:01:34.330Z (3 months ago)
• Topics: data-analysis, data-analytics, data-visualization, geographic-analysis, ggplot, interactive-maps, leaflet, r, r-programming, shiny, tidyverse
• Language: R
• Homepage:
• Size: 7.52 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Data Analytics Playground 📊

[![R](https://img.shields.io/badge/R-4.3%2B-blue.svg)](https://www.r-project.org/)

[![tidyverse](https://img.shields.io/badge/tidyverse-2.0%2B-blue.svg)](https://www.tidyverse.org/)

[![ggplot2](https://img.shields.io/badge/ggplot2-3.4%2B-green.svg)](https://ggplot2.tidyverse.org/)

[![sf](https://img.shields.io/badge/sf-1.0%2B-orange.svg)](https://r-spatial.github.io/sf/)

[![License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)

> Collection of academic data analytics projects showcasing exploratory data analysis, geographic visualization, and interactive dashboards using R.

## 📑 Table of Contents

- [Projects](#projects)

- [Technologies](#technologies)

- [Setup](#setup)

- [Usage](#usage)

- [Contributing](#contributing)

- [License](#license)

- [Author](#author)

## Projects

### 1. Interactive Map Application

- Interactive visualization using leaflet

- Custom choropleth maps with tmap

- Dynamic filtering using shiny

- Responsive design for web display

### 2. Olympic Medal Analysis

- Historical Olympic performance trends

- Country-wise medal distribution using ggplot2

- Time series analysis with tidyverse

- Interactive visualization with plotly

### 3. MN-WI Lakes Analysis

- Water quality assessment using tidyverse

- Temporal trends analysis with lubridate

- Geographic distribution with sf

- Environmental impact visualization

### 4. Spatial Map Data Visualization

- Advanced geospatial analysis with sf

- Custom mapping layers using tmap

- Population density patterns

- Infrastructure distribution analysis

## Technologies

- R

- tidyverse

- ggplot2

- sf

- leaflet

- tmap

- shiny

- plotly

- RMarkdown

## Setup

```r

# Install required packages

install.packages(c(

  "tidyverse",

  "sf",

  "leaflet",

  "tmap",

  "shiny",

  "plotly",

  "rmarkdown"

))

# Load packages

library(tidyverse)

library(sf)

library(leaflet)

```

## Usage

Each project is contained in its own directory with:

- R Markdown files with analysis

- Data files

- Documentation

- Interactive visualizations

## Contributing

Project contributions are welcome. Please follow the contribution guidelines in CONTRIBUTING.md.

## License

This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.

## Author

**Bjorn Melin**

- GitHub: [@BjornMelin](https://github.com/BjornMelin)

- LinkedIn: [Bjorn Melin](https://linkedin.com/in/bjorn-melin)

---

Made with 📊 and ❤️ by Bjorn Melin