Linguistic-Analysis-with-Reddit

Reddit data를 이용한 언어학적 특성을 도출 😇

introduction

🏈 goals: Find significant differences between Patients of Mental Disorder and not Mental Disorders

workflow

1. crawling dataset from Reddits

• codes/crawling-reddit.ipynb

• with pushshift API & psaw in [pypl](pip install psaw)

2. Sentimental analysis with LabMT

• codes/labMT_sanity_check.ipynb

3. Linguistic Analysis with LIWC

• word count, word per sentences, words (> 6 letter)

• sentimental analysis, sentimental classifications

• pronouns analysis

• time-oriented analysis

• sanity check with results/compare_with_LIWC.ipynb

4. Linguistic Analysis - replace LIWC

• codes/final_liwc_alike.R & codes/final_replace_LIWC.ipynb

• because of costs & clear understands

5. analysis

• codes/final_analysis.ipynb

• results/analysis_between_subreddits.ipynb & results/analysis_between_recognize_or_not.ipynb