{"repo":"hoangsonww/Pokemon-Name-Physique-Analysis","free":true,"listed":false,"github":"https://github.com/hoangsonww/Pokemon-Name-Physique-Analysis","clone":"git clone https://github.com/hoangsonww/Pokemon-Name-Physique-Analysis.git","description":"🐱 A project exploring relationships between Pokémon names and physical traits using R, with string-based pattern detection, group comparisons based on consonant “heaviness,” and regression models predicting weight from height and Attack. Includes hypothesis-driven name analyses and statistical summaries for both English and Japanese name sets.","language":"R","stars":11,"topics":["data","data-analysis","data-analytics","data-science","database","docker","dockerfile","latex","linguistic-analysis","linguistics"],"license":"MIT","category":"databases-storage","readme_excerpt":"Pokémon Name & Physique Analysis An R-based exploration of Pokémon names (English & Japanese) and their physical attributes. We use string‐pattern queries to characterize name structure, test for relationships between phonetic features and weight, and build regression models predicting weight from height and Attack power. --- Table of Contents 1. Project Overview 2. Features & Analyses 3. Prerequisites 4. Installation 5. Usage 6. Script Breakdown 7. Key Findings 8. Extending & Customizing 9. Data Source & Citations 10. License --- Project Overview We analyze the pokemon-advanced.csv dataset (1,008 Pokémon) to: - Exercise 1: Load and inspect English and Japanese name fields. - Exercise 2: Identify name patterns: - Exactly two identical vowels in a row (e.g., “Pikachuu”). - At least three consecutive consonants. - Alternating consonant–vowel (or vowel–consonant) sequences four times. - Names starting with a vowel and ending with a consonant. - Exercise 3: Hypothesize phonetic “heaviness” associations. - Exercise 4: Divide Pokémon into two groups by whether their English name contains the “heavy” consonants b, d, f, v, z , compare average weights with a t-test, and repeat for Japanese names. - Exercise 6–8: Fit a simple linear regression of weight on height, then extend to a multiple regression adding Attack as a predictor; compare model fits. --- Features & Analyses 1. Name‐pattern extraction via stringr::str detect : - Two identical vowels: \"(aa ee ii oo uu)\" - Three+ consonan","default_branch":null,"files":null,"tree":[],"storefront":"/r/hoangsonww","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/hoangsonww/Pokemon-Name-Physique-Analysis/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}