Reddit Bot Project 2: Neural Network Boogaloo
Reddit bot that uses sentiment analysis from NLTK.VADER
WIP_WIP_WIP_WIP_WIP_WIP
Link to test subreddit:
I learned a lot from this mini-project. Although there are many features to impliment, my goal was achieved.
NOTE: I realised that the 100% Neutral rated comments came out as overall negative, that is because I made an error with the polRating if-else statement.
Results as of latest update of code:
Bot in action:
|This is the name of the subreddit title post|
Testing Neural Network Sentiment Analysis
|Proceeds to reply to every comment with an analysis|
This subreddit sucks.
sentence was rated as 74.40% Negative
sentence was rated as 25.60% Neutral
sentence was rated as 0.00% Positive
overall sentence rating conducted by VADER: Negative
I love this subreddit
sentence was rated as 0.00% Negative
sentence was rated as 19.20% Neutral
sentence was rated as 80.80% Positive
overall sentence rating conducted by VADER: Positive
This SubReddiT is Stoopid
(“stoopid” is not recognised in the VADER lexicon as a slang term for stupid/dumb)
sentence was rated as 0.00% Negative
sentence was rated as 100.00% Neutral
sentence was rated as 0.00% Positive
overall sentence rating conducted by VADER: Negative
Why is this sub so kwl?
(“kwl” is not recognised in the VADER lexicon as a slang term for cool)
sentence was rated as 0.00% Negative
sentence was rated as 100.00% Neutral
sentence was rated as 0.00% Positive
overall sentence rating conducted by VADER: Negative
Hello
sentence was rated as 0.00% Negative
sentence was rated as 100.00% Neutral
sentence was rated as 0.00% Positive
overall sentence rating conducted by VADER: Negative
Sux
sentence was rated as 100.00% Negative
sentence was rated as 0.00% Neutral
sentence was rated as 0.00% Positive
overall sentence rating conducted by VADER: Negative
You are very good at your job- efficient. but you don’t seem to really like being here.
sentence was rated as 19.30% Negative
sentence was rated as 33.30% Neutral
sentence was rated as 47.40% Positive
overall sentence rating conducted by VADER: Positive
Sorry, I wasn’t listening. Can you say it again?
sentence was rated as 24.50% Negative
sentence was rated as 75.50% Neutral
sentence was rated as 0.00% Positive
overall sentence rating conducted by VADER: Negative
I hope your children are born naked and illiterate!
sentence was rated as 0.00% Negative
sentence was rated as 58.00% Neutral
sentence was rated as 42.00% Positive
overall sentence rating conducted by VADER: Neutral
Well done with this test!
sentence was rated as 0.00% Negative
sentence was rated as 48.80% Neutral
sentence was rated as 51.20% Positive
overall sentence rating conducted by VADER: Neutral
Proud of you
sentence was rated as 0.00% Negative
sentence was rated as 0.00% Neutral
sentence was rated as 100.00% Positive
overall sentence rating conducted by VADER: Neutral
Dogs write better codes than you.
sentence was rated as 0.00% Negative
sentence was rated as 50.80% Neutral
sentence was rated as 49.20% Positive
overall sentence rating conducted by VADER: Neutral
The coder is an idiot, I’m super smart.
sentence was rated as 27.70% Negative
sentence was rated as 16.80% Neutral
sentence was rated as 55.50% Positive
overall sentence rating conducted by VADER: Positive
GitHub
TpKek
