Sentiment analysis is a way of judging how "positive" or "negative" a piece of text is. It's a rough number associated with the mood of a message. This particular sentiment analysis package was lifted from Python's NLTK, and was trained on Tweets and Movie reviews. Since this is judging Facebook Messenger messages, it's probably not too far off from the right format.
The sentiment score is on a scale from -1.0 to 1.0, where -1.0 is as negative as possible and 1.0 is as positive as possible. When a message is mostly neutral, or total garbage, then the score assigns 0.0. Most messages are somewhere between -1.0 and 1.0.
Here's 50 of the most negative tweets (in somewhat random order):
- Worst time zone NA
- radu that's a terrible idea
- The Bears are a terrible franchise.
- Worst team na
- Worst team ever
- These bots are terrible
- Pax is disgusting
- Yeah it is. But the runs is FEEL and DUCKWORTH are disgusting
- Isnt that image terrifying
- Nelson Cruz has been awful this season
- We had the worst opening week of any team
- We have one of the highest ticket prices and we're literally the worst team in the league
- Note the wince Alec Guinness made as he remembers Anakin screaming "I hate you!"
- It's fucking terrible
- we are the worst
- That was fucking disgusting
- Fucking Nasty
- Fucking nasty
- Worst
- Worst desert ever
- what a terrible mascot
- Nah. People like Tillerson are sane. Just evil.
- Awful
- Horrible people
- Thats just cruel
- Nasty
- Yeah that's terrible
- Worst idea ever
- Especially casual dinners
- I'm reading this worst cities to be in thread and it's been mentioned like 5 times
- :'(
- 6-2 vote at the worst
- And it turned into a he is the worst thread
- Nasty
- Brady's cutoff looks terrible
- If they got screwed by the refs that would be awful
- That was the worst executed play I have ever seen
- I still have family there, that's terrifying
- These protests are insane
- But also this is Power of evil we are talking about
- His team was too awful
- That was the worst call I've ever seen
- :'(
- I literally don't understand this movie it was so fucking boring and I don't understand the point of it
- He's playing some terrible looking star wars moba
- :'(
- And its terrible sean. Marksmen are trash
- from my point of view the sand is evil.
- I may or may not be the worst bowl picker of all time
- No and the worst trades were being made
And here's 50 of the most positive:
- Tequila is delicious
- Greatest sextet ever
- Couch coop best coop
- Taurus is the best
- This is the best joke I've ever seen
- We are so great! We are so great! We are so great!
- Greatest team of all time
- Pete come be my Xaya and I will be your Rakan <3
- It was legendary
- What is the best acceleration to burn jerseys with?
- 6 to 9 is a perfect score to lose at
- The best splash art
- The Mariners are the greatest team to ever bless this sport
- He is the best Radu
- Kendrick is the greatest of all time
- That album is legendary
- He is perfect
- Is this the best day ever?
- DNA is awesome too
- Pete there is someone here who does the perfect Owen Wilson impression
- You will have to let us know what one was the best sauce
- Ewan McGregor was the best thing about the prequels.
- Graveman is an awesome name
- Still best april fools prank
- :D
- Best outcome na
- Plus Oberyn is literally the best character
- Best album
- Best month na
- They have the best breakfast sandwich and best milkshake
- McD has best fries
- Dicks best burgers
- Wendy's spicy chkn sandwich is legendary
- McD fries are the best tho
- Best way to start the day
- James McAvoy would be perfect.
- Its the best thats why
- I have skyrocketed in that league. I think nova was his champ in his best bracket
- Its supposed to be 79 today in cali. Too perfect 👌
- Its too perfect
- Samurai Jack is legendary
- Best villain
- I would have a perfect bracket, but I got tricked by the ivy league school
- Lol yeah I was like snake in that weather?!
- I'm convinced Sean is gonna have a perfect bracket
- Like it should all be perfectly timed
- Literally the perfect roommates
- Sean we found the best CLG item
- Look at this perfect pizza
- Edgar is the greatest Mariner of all time and they are retiring his jersey
Since total sentiment by each person doesn't make much sense (because people with more messages would have more sentiment), I've calculated the average sentiment of each person. This represents the sentiment of their "average" message:
- Jacob Morgan: -0.005692883895131081
- Mucho Bucho: 0.01821568830217924
- Radu Cracut: 0.020931870917268947
- Sean Taing: 0.02339281614509107
- John Springer: 0.025502978800029084
- Evan Hinsch: 0.02839506172839506
- Andrew Reeves: 0.03701526297787429
- Gabriel O'Meara: 0.03744053750205945
- Nathan Strong: 0.04346427600357588
- Pete Van Klaveren: 0.054301852132283904
Top 5 most negative:
- Worst
- Nasty
- Nasty
- He said you were the worst player hes ever played with
- Its the worst state
Top 5 most positive:
- best video on youtube
- Rip my perfect day
- <3
- <3
- this is one of the greatest things ive ever seen
Top 5 most negative:
- Worst time zone NA
- Worst team na
- Worst team ever
- Pax is disgusting
- Yeah it is. But the runs is FEEL and DUCKWORTH are disgusting
Top 5 most positive:
- You guys are the best. Cant wait.
- Of course from my best friends.
- Girly stuff is fucking delicious.
- i am the best hecarim of all time
- Best positioning na
Top 5 most negative:
- We had the worst opening week of any team
- Fucking Nasty
- Fucking nasty
- But also this is Power of evil we are talking about
- I literally don't understand this movie it was so fucking boring and I don't understand the point of it
Top 5 most positive:
- WORLDS BEST TRANSLATOR
- infact...who wants to join me in my YOLO BREAK ARAM!!!!!!!!!!!!!!
- MORE PROCRASTINATING YEAH!!!!!!!!!!!!!!!!!!!!!!!!
- the best caitlyn build na
- Im best braider NA
Top 5 most negative:
- radu that's a terrible idea
- These bots are terrible
- Nelson Cruz has been awful this season
- Worst desert ever
- what a terrible mascot
Top 5 most positive:
- H2K EU BEST TEAM??
- King kunta best song na
- But its by Richard lewis and he said he hates April fools day... I feel like this is actually real lol
- this is the greatest thing i have ever seen john
- i think that was the greatest thing i have ever seen
Top 5 most negative:
- We have one of the highest ticket prices and we're literally the worst team in the league
- That was fucking disgusting
- Especially casual dinners
- That was the worst executed play I have ever seen
- I still have family there, that's terrifying
Top 5 most positive:
- I got that Romanian connection :D
- :D
- <3 thx bby
- Who wouldn't? He's awesome
- <3
Top 5 most negative:
- The Bears are a terrible franchise.
- Isnt that image terrifying
- Note the wince Alec Guinness made as he remembers Anakin screaming "I hate you!"
- from my point of view the sand is evil.
- Everett people are fucking disgusting.
Top 5 most positive:
- Diamond best jungler EU
- considering Rush is best jungler NA
- THis is the best stream ive watched all year
- <3
- best part
Top 5 most negative:
- It's fucking terrible
- Horrible people
- Worst idea ever
- That was the worst call I've ever seen
- He's playing some terrible looking star wars moba
Top 5 most positive:
- Solo queue is best queue
- team liquid best team NA
- coast best team NA
- Perfect time to farm ip on my smurf
- Tank gp, crit gp, ad gp, ap gp, he is the best champion
Top 5 most negative:
- Sorry, player "then the name" was not found. This could be because you styled the name wrong (use correct capitalization/punctuation), or because the player doesn't exist or is not in the system yet.
- Sorry, player "Tom Brady" was not found. This could be because you styled the name wrong (use correct capitalization/punctuation), or because the player doesn't exist or is not in the system yet.
- Sorry, player "Andrew Mom" was not found. This could be because you styled the name wrong (use correct capitalization/punctuation), or because the player doesn't exist or is not in the system yet.
- Sorry, player "Faker" was not found. This could be because you styled the name wrong (use correct capitalization/punctuation), or because the player doesn't exist or is not in the system yet.
- wtf im pogo
Top 5 most positive:
-
Waiver results: Exileh: Nathan Strong Samux: Andrew Reeves Meteos: John Springer Xerxe: John Springer GBM: John Springer
-
Weather Summary for Berkeley: -Temperature: 59.73 degrees -Windspeed: 4.04 mph -Mostly cloudy for the hour. -Mostly cloudy throughout the day.
-
Weather Summary for Asia: -Temperature: 23.16 degrees -Windspeed: 5.28 mph -Mostly cloudy throughout the day.
-
Weather Summary for Auckland: -Temperature: 70.13 degrees -Windspeed: 9.08 mph -Mostly cloudy throughout the day.
-
lol a&m
Top 5 most negative:
- The fucking shank
- so i fucking suck at fantasy football
- Wtf fsu
- Wtf
- Wtf c9
Top 5 most positive:
- So are we a good team or nah?
- Lol jk
- Lol
- Win
- Lol and they're gone
Top 5 most negative:
- fucking Antonio Gayes
- Ill be back
- Ill sub him in for the Super Bowl
- john look at your twith chat
- twitch
Top 5 most positive:
- even on a bye
- I should start Gurley on a bye
- still get me 15 pts
- lol
- Dwayne Bowe is keeping my bench real warm