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Sentiment Homework Humans versus Computer

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Sentiment Homework. Humans versus Computer. Slang Lookup. 121one to one a/s/lage, sex, location adn any day now afaik as far as I know afk away from keyboard aight alright alol actually laughing out loud b4before b4nbye for now. Emotion Lookup. abandon*-2 abate-2 - PowerPoint PPT Presentation

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Page 1: Sentiment Homework

Sentiment Homework

Humans versus Computer

Page 2: Sentiment Homework

Slang Lookup121 one to one

a/s/l age, sex, location

adn any day now

afaik as far as I know

afk away from keyboard

aight alright

alol actually laughing out loud

b4 before

b4n bye for now

Page 3: Sentiment Homework

Emotion Lookup

abandon* -2abate -2abdicate* -2abhor* -4abject -2abnormal*-2abolish* -2abomina* -3abrasive* -2abrupt -2

Page 4: Sentiment Homework

Idiom Lookup

how are you 2it hanging 2shock horror -2wat up 2what's good 2what's up 2whats good 2whats up 2wuts good 2

Page 5: Sentiment Homework

Booster Words

absolutely 1complete 1completely1could-1definitely 1did -1 [past is less strong]especially 1extremely 2

Page 6: Sentiment Homework

Emoticon Lookup:'-( -1:( -1:) 1:*( -1:,( -1:-& -1:-( -1:-(o) -1:-) 1:-* 1:-* 1

Page 7: Sentiment Homework

Intercoder Reliability6 Coders • 200 Tweets

Positive Emotion

• Average OA = .353• Minimum = .260• Maximum = .500

Negative Emotion

• Average OA = .668• Minimum = .530• Maximum = .795

Page 8: Sentiment Homework

Dinner's On Us With a Little Caesars Gift Card G!VE-it-

AWAY!! http://t.co/8WWyqISd

Page 9: Sentiment Homework

Positive Emotion

Human• Coder A = 5• Coder B = 5• Coder C = 1• Coder D = 4• Coder E = 1• Coder F = 4• Average = 3.3

Computer• 2

Dinner's On Us With a Little Caesars Gift Card G!VE-it-AWAY!! http://t.co/8WWyqISd

Page 10: Sentiment Homework

Negative Emotion

Human• Coder A = -1• Coder B = -1• Coder C = -1• Coder D = -1• Coder E = -1• Coder F = -1• Average = -1

Computer• -1

Dinner's On Us With a Little Caesars Gift Card G!VE-it-AWAY!! http://t.co/8WWyqISd

Page 11: Sentiment Homework

Dinner's On Us With a Little Caesars Gift Card G!VE-it-

AWAY!! http://t.co/8WWyqISd

Page 12: Sentiment Homework

Dinner's On Us With a Little Caesars Gift Card G !

[sentence: 1,-1] VE -it -AWAY !!

[+0.6 punctuation emphasis][sentence: 2,-1]

http ://t .[sentence: 1,-1]co /8WWyqISd [sentence: 1,-1]

[result: max + and –of any sentence]

Page 13: Sentiment Homework

For lunch they are giving us Domino's Pizza!!!

Yeeaaaaa!!!! *insert sarcastic yea here*

Page 14: Sentiment Homework

Positive Emotion

Human• Coder A = 4• Coder B = 5• Coder C = 1• Coder D = 1• Coder E = 5• Coder F = 4• Average = 3.3

Computer• 2

For lunch they are giving us Domino's Pizza!!! Yeeaaaaa!!!! *insert sarcastic yea here*

Page 15: Sentiment Homework

Negative Emotion

Human• Coder A = -4• Coder B = -2• Coder C = -4• Coder D = -5• Coder E = -1• Coder F = -1• Average = -4

Computer• -3

For lunch they are giving us Domino's Pizza!!! Yeeaaaaa!!!! *insert sarcastic yea here*

Page 16: Sentiment Homework

For lunch they are giving us Domino's Pizza!!!

Yeeaaaaa!!!! *insert sarcastic yea here*

Page 17: Sentiment Homework

For lunch they are giving us Domino's Pizza !!!

[+0.6 punctuation emphasis][sentence: 2,-1]

Yeeaaaaa[+0.6 spelling emphasis]

!!!![+0.6 punctuation emphasis]

[sentence: 2,-1]*insert sarcastic[-3]yea here *

[sentence: 1,-3][result: max + and - of any sentence]

Page 18: Sentiment Homework

Really wishing i was lucky enough to be curled up

watchin a good horror film with a dominos pizza and @EmilyParkerXXX to keep

me company

Page 19: Sentiment Homework

Positive Emotion

Human• Coder A = 4• Coder B = 5• Coder C = 3• Coder D = 4• Coder E = 3• Coder F = 3• Average = 3.7

Computer• 2

Really wishing i was lucky enough to be curled up watchin a good horror film with a dominos pizza and @EmilyParkerXXX to keep me company

Page 20: Sentiment Homework

Negative Emotion

Human• Coder A = -2• Coder B = -1• Coder C = -1• Coder D = -1• Coder E = -1• Coder F = -1• Average = -1

Computer• -4

Really wishing i was lucky enough to be curled up watchin a good horror film with a dominos pizza and @EmilyParkerXXX to keep me company

Page 21: Sentiment Homework

Really wishing i was lucky enough to be curled up

watchin a good horror film with a dominos pizza and @EmilyParkerXXX to keep

me company

Page 22: Sentiment Homework

Really wishing i was lucky[2]enough to be curled up watchin a

good[2]horror[-4]

film with a dominos pizza and @EmilyParkerXXX to keep me

company[sentence: 2,-4]

[result: max + and - of any sentence]

Page 23: Sentiment Homework