TikTok hashtag analysis toolset

The project provides tools to analyze hashtags based on data downloaded using tiktok-scraper (https://github.com/drawrowfly/tiktok-scraper).

Pre-requisites

1. Download and install TikTok scraper: https://github.com/drawrowfly/tiktok-scraper
2. Download posts relating to a hashtag in the json format. Example: tiktok-scraper hashtag tokyo2021 -t 'json'

extract_date.py

1. Use the following command: python3 extract_date.py target_file.json hashtag_name
2. The command above uses the extract_date.py script to extract the dates and the corresponding number of hashtag posts for each date that the TikTok scraper retrieves in the '.json' file.

extract_hashtag.py

1. Use the following command to print the result on the screen: python3 extract_hashtag.py target_file.json n -d
2. Use the following command to plot: python3 extract_hashtag.py target_file.json n -p
3. The command above will plot top n hashtag frequencies based on the json file downloaded using tiktok scraper for a given hashtag. Recommendation n < = 10 for easy to read and analyze.

extract_posts.py

1. Use the following command: python3 extract_posts.py target_file.json hashtag_names
2. The command above pulls out all the posts for the hashtag hashtag_names (enter multiple names with space) from the downloaded tiktok scraper data.