11# 📊 Impact of Tobacco on Blood Pressure & Heart Rate
2- _ A reproducible research project turning raw data into clear insights._
32
4- ``` txt
5- M""""""""M dP MMP"""""YMM dP oo dP
6- Mmmm mmmM 88 M' .mmm. `M 88 88
7- MMMM MMMM 88d888b. .d8888b. M MMMMM M 88d888b. 88 dP .d8888b. .d8888b. d8888P
8- MMMM MMMM 88' `88 88ooood8 M MMMMM M 88' `88 88 88 88ooood8 Y8ooooo. 88
9- MMMM MMMM 88 88 88. ... M. `MMM' .M 88 88 88 88 88. ... 88 88
10- MMMM MMMM dP dP `88888P' MMb dMM dP dP dP dP `88888P' `88888P' dP
11- MMMMMMMMMM MMMMMMMMMMM
12-
13- M"""""`'"""`YM dP dP dP oo
14- M mm. mm. M 88 88 88
15- M MMM MMM M .d8888b. d8888P d8888P .d8888b. .d8888b. d8888P dP .d8888b.
16- M MMM MMM M 88' `88 88 88 88' `88 Y8ooooo. 88 88 88' `""
17- M MMM MMM M 88. .88 88 88 88. .88 88 88 88 88. ...
18- M MMM MMM M `88888P8 dP dP `88888P8 `88888P' dP dP `88888P'
19- MMMMMMMMMMMMMM
20- ```
3+ ![ Banner] ( ./docs/assets/banner.png )
4+
5+ _ A reproducible research project turning raw data into clear insights._
216
227<!-- Badges -->
238[ ![ 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/ )
@@ -27,38 +12,45 @@ MMMMMMMMMMMMMM
2712[ ![ GitHub] ( https://img.shields.io/badge/GitHub-Profile-bd93f9?style=for-the-badge&logo=github&logoColor=white&labelColor=6272a4 )] ( https://github.com/theonliestmattastic )
2813
2914## 🔭 Overview
15+
3016This repository contains my ** undergraduate psychology research project** analyzing the impact of tobacco use on blood pressure (BP) and heart rate (HR).
3117
3218It 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.
3319
3420Originally 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.
3521
3622## 🛰️ Tech Stack
23+
3724[ ![ R] ( https://img.shields.io/badge/Language-R-bd93f9?style=for-the-badge&logo=r&logoColor=white&labelColor=6272a4 )] ( https://www.r-project.org/ )
3825[ ![ RMarkdown] ( https://img.shields.io/badge/Docs-RMarkdown-bd93f9?style=for-the-badge&logo=rstudioide&logoColor=white&labelColor=6272a4 )] ( https://rmarkdown.rstudio.com/ )
3926[ ![ Tidyverse] ( https://img.shields.io/badge/Library-Tidyverse-bd93f9?style=for-the-badge&logo=tidyverse&logoColor=white&labelColor=6272a4 )] ( https://www.tidyverse.org/ )
4027[ ![ ggplot2] ( https://img.shields.io/badge/Visualization-ggplot2-bd93f9?style=for-the-badge&logo=tidyverse&logoColor=white&labelColor=6272a4 )] ( https://ggplot2.tidyverse.org/ )
4128[ ![ 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 )
4229
4330## ☄️ Features
31+
4432- ✅ ** Reproducible workflow** scripted in R Markdown
4533- ✅ ** Statistical rigor** : ANOVA + post‑hoc testing
4634- ✅ ** Data visualization** with publication‑quality plots (` ggplot2 ` )
4735- ✅ ** Clear communication** for both technical and non‑technical audiences
4836- ✅ ** Version control** with Git/GitHub for transparency
4937
5038## 🚀 Getting Started
39+
5140### Prerequisites
41+
5242- [ R] ( https://www.r-project.org/ ) (≥ 4.0)
5343- R packages: ` tidyverse ` , ` ggplot2 ` , ` rmarkdown ` , ` DescTools `
5444
5545### Installation
46+
5647``` bash
5748git clone https://github.com/TheOnliestMattastic/Psychology-Research-Impact-of-Tobacco-on-BP-and-HR.git
5849cd Psychology-Research-Impact-of-Tobacco-on-BP-and-HR
5950```
6051
6152### Usage
53+
6254``` r
6355# Install required packages
6456install.packages(c(" tidyverse" , " ggplot2" , " rmarkdown" , " DescTools" ))
@@ -68,6 +60,7 @@ rmarkdown::render("analysis/analysis.Rmd")
6860```
6961
7062## 🗺️ Repo Structure
63+
7164``` plaintext
7265├── data/
7366│ └── dataset.csv # Raw dataset
@@ -81,6 +74,7 @@ rmarkdown::render("analysis/analysis.Rmd")
8174```
8275
8376## 🔬 Key Findings
77+
8478- ** Systolic BP:** Heavy smokers > moderate smokers (significant)
8579- ** Diastolic BP:** Near‑significant differences, suggesting dose effects
8680- ** Heart Rate:** No overall group differences, but moderate‑smoking women > men
@@ -95,16 +89,19 @@ Example visualizations:
9589* Average HR differences by sex.*
9690
9791## 📡 Lessons Learned
92+
9893- Built confidence in ** reproducible research workflows**
9994- Strengthened ** data visualization and statistical testing** skills
10095- Practiced ** clear documentation** for both academic and technical audiences
10196- Reinforced habits of ** version control and transparency**
10297
10398## 📖 Project Purpose
99+
104100This project analyzes the ** impact of tobacco on blood pressure and heart rate** using R and reproducible workflows.
105101It demonstrates my ability to ** clean, analyze, and visualize data** while documenting results clearly for technical and non‑technical audiences.
106102
107103## 🛠️ Skills Demonstrated
104+
108105- R programming & statistical analysis
109106- Data visualization & reproducible reporting (R Markdown → HTML)
110107- Clear documentation for academic and professional review
@@ -113,8 +110,8 @@ It demonstrates my ability to **clean, analyze, and visualize data** while docum
113110
114111This project is licensed under the [ CC0‑1.0 Universal License] ( https://creativecommons.org/publicdomain/zero/1.0/ ) .
115112
116-
117113## 🪐 Why This Matters for Recruiters
114+
118115This project shows I can:
119116- Translate ** raw data into actionable insights**
120117- Build ** reproducible, documented workflows**
@@ -130,4 +127,4 @@ Shoot me an email or connect on GitHub—I reply quickly and love new challenges
130127[ ![ GitHub] ( https://img.shields.io/badge/GitHub-Profile-bd93f9?style=for-the-badge&logo=github&logoColor=white&labelColor=6272a4 )] ( https://github.com/theonliestmattastic )
131128[ ![ 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 )
132129
133- > _ “Sometimes the questions are complicated and the answers are simple .”_ — Dr. Seuss
130+ > _ “Shallow men believe in luck or in circumstance. Strong men believe in cause and effect .”_ — Dr. Seuss
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