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README.md

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# 📊 Impact of Tobacco on Blood Pressure & Heart Rate
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_A reproducible research project turning raw data into clear insights._
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```txt
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```
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![Banner](./docs/assets/banner.png)
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_A reproducible research project turning raw data into clear insights._
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<!-- Badges -->
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[![Live Report](https://img.shields.io/badge/Report-Live_Site-bd93f9?style=for-the-badge&logo=githubpages&logoColor=white&labelColor=6272a4)](https://theonliestmattastic.github.io/Psychology-Research-Impact-of-Tobacco-on-BP-and-HR/)
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[![GitHub](https://img.shields.io/badge/GitHub-Profile-bd93f9?style=for-the-badge&logo=github&logoColor=white&labelColor=6272a4)](https://github.com/theonliestmattastic)
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## 🔭 Overview
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This repository contains my **undergraduate psychology research project** analyzing the impact of tobacco use on blood pressure (BP) and heart rate (HR).
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It demonstrates **end-to-end data analysis in R** — from cleaning and structuring raw data, to running statistical tests, to publishing results in a clear, reproducible format.
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Originally completed as an academic study, I’ve rebuilt and documented it here to highlight my **technical, analytical, and communication skills** that transfer directly into IT support, automation, and data-driven roles.
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## 🛰️ Tech Stack
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[![R](https://img.shields.io/badge/Language-R-bd93f9?style=for-the-badge&logo=r&logoColor=white&labelColor=6272a4)](https://www.r-project.org/)
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[![RMarkdown](https://img.shields.io/badge/Docs-RMarkdown-bd93f9?style=for-the-badge&logo=rstudioide&logoColor=white&labelColor=6272a4)](https://rmarkdown.rstudio.com/)
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[![Tidyverse](https://img.shields.io/badge/Library-Tidyverse-bd93f9?style=for-the-badge&logo=tidyverse&logoColor=white&labelColor=6272a4)](https://www.tidyverse.org/)
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[![ggplot2](https://img.shields.io/badge/Visualization-ggplot2-bd93f9?style=for-the-badge&logo=tidyverse&logoColor=white&labelColor=6272a4)](https://ggplot2.tidyverse.org/)
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[![DescTools](https://img.shields.io/badge/Package-DescTools-bd93f9?style=for-the-badge&logo=r&logoColor=white&labelColor=6272a4)](https://cran.r-project.org/web/packages/DescTools/index.html)
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## ☄️ Features
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-**Reproducible workflow** scripted in R Markdown
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-**Statistical rigor**: ANOVA + post‑hoc testing
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-**Data visualization** with publication‑quality plots (`ggplot2`)
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-**Clear communication** for both technical and non‑technical audiences
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-**Version control** with Git/GitHub for transparency
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## 🚀 Getting Started
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### Prerequisites
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- [R](https://www.r-project.org/) (≥ 4.0)
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- R packages: `tidyverse`, `ggplot2`, `rmarkdown`, `DescTools`
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### Installation
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```bash
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git clone https://github.com/TheOnliestMattastic/Psychology-Research-Impact-of-Tobacco-on-BP-and-HR.git
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cd Psychology-Research-Impact-of-Tobacco-on-BP-and-HR
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```
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### Usage
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```r
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# Install required packages
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install.packages(c("tidyverse", "ggplot2", "rmarkdown", "DescTools"))
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```
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## 🗺️ Repo Structure
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```plaintext
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├── data/
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│ └── dataset.csv # Raw dataset
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```
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## 🔬 Key Findings
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- **Systolic BP:** Heavy smokers > moderate smokers (significant)
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- **Diastolic BP:** Near‑significant differences, suggesting dose effects
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- **Heart Rate:** No overall group differences, but moderate‑smoking women > men
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*Average HR differences by sex.*
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## 📡 Lessons Learned
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- Built confidence in **reproducible research workflows**
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- Strengthened **data visualization and statistical testing** skills
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- Practiced **clear documentation** for both academic and technical audiences
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- Reinforced habits of **version control and transparency**
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## 📖 Project Purpose
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This project analyzes the **impact of tobacco on blood pressure and heart rate** using R and reproducible workflows.
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It demonstrates my ability to **clean, analyze, and visualize data** while documenting results clearly for technical and non‑technical audiences.
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## 🛠️ Skills Demonstrated
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- R programming & statistical analysis
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- Data visualization & reproducible reporting (R Markdown → HTML)
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- Clear documentation for academic and professional review
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This project is licensed under the [CC0‑1.0 Universal License](https://creativecommons.org/publicdomain/zero/1.0/).
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## 🪐 Why This Matters for Recruiters
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This project shows I can:
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- Translate **raw data into actionable insights**
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- Build **reproducible, documented workflows**
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[![GitHub](https://img.shields.io/badge/GitHub-Profile-bd93f9?style=for-the-badge&logo=github&logoColor=white&labelColor=6272a4)](https://github.com/theonliestmattastic)
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[![Email](https://img.shields.io/badge/Email-matthew.poole485%40gmail.com-bd93f9?style=for-the-badge&logo=gmail&logoColor=white&labelColor=6272a4)](mailto:matthew.poole485@gmail.com)
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> _Sometimes the questions are complicated and the answers are simple.”_ — Dr. Seuss
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> _Shallow men believe in luck or in circumstance. Strong men believe in cause and effect.”_ Dr. Seuss

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