#MUGLIFE
Exploration of the age-old debate of Tea vs Coffee: Which beverage reigns superior?” using Natural Processing Techniques on data from Reddit, YouTube and Google Reviews ☕️
GITHUB REPO
APPROACH
Sentiment analysis, topic modelling, and social media and network analysis techniques have been employed to provide insights into who the active influencers are, what they think and care about, when their interest is peaked and why, where there is interest and how they feel about all things related to tea and coffee.
Tea Influencers are warm and cuddly hobbyists
Mainly active on tea related subreddits followed by tv show and creative subreddits.
Coffee Influencers are most likely programmers
Mainly active on coffee related subreddits followed by movie, games and technology related subreddits.
Tea lovers love exploring various topics
More diverse interests, less influence.
Coffee lovers stick together
Individual coffee lovers have quite the influence.
Consistent love of tea
A lot of history buffs here.
Rapidly increasing love of coffee
Suprisingly, Melbourne talks more about tea!
Tea community core interests
Teatime moments

Exploration of new teas

Tea sets and pots

History of tea
Coffee community core interests
Taste

Quality of beans

Brewing methods

V60 😏
Tea
Matcha is the talk of the town!
Coffee
Espresso rules the coffee communities ⚡️
Love of tea and coffee in popular cities
The people have spoken!
Coffee seems like a newbean in the beverage game whereas tea has had a much stronger, conteanuous presence in the lives of people.


So, to leave the debate to rest, we humbly put forward that, it is in fact tea that reigns superior . . . for now 🍃