Merge branch 'main' of https://huggingface.co/hylee719/transcript-analysis-testing into main

update with del

add del for memory cleanup

Update handler.py

get rid of unnecessary param for run math density

Update handler.py

account for edge case if student or teacher talk is zero

Update handler.py

Update handler.py

Update handler.py

Update handler.py

Update handler.py

add test print

set unit measure for valid timestamp

Update handler.py

Update handler.py

change tuple assignment

fix indentation

add prints for checking

add debugging print statements

fix word cloud typo

add math word cloud data

update so reasoning only runs for non-teachers

add uid

fix typo for topwords

clean up

revise math term checking

add logging to debug

fix type

allow for plurals for all math words

add logging

add test print

import re

integrate focusing question and math terms

return json in camel case

fix dict format for common words

reformat data returned

small nltk fix

add nltk diff version

revert ntlk changes

add more nltk stuff

remove stopwords for word cloud

small fix

small fix

make adjustments

clean up

json

fix

fix

small fix