alle daten für die evaluation
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								Project/Tools/E_S - sentiment - d2v - w2v - no stemming.csv
									
									
									
									
									
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|  | 	Sentence	prediction	label | ||||||
|  | 0	I am so happy	😂😅😢😳😁😌😉😎	p | ||||||
|  | 1	i love my life	😅😂😢😳😁🏩💌🤟	p | ||||||
|  | 2	i really like this sunshine	😅😂😢😳😭😁😌😔	p | ||||||
|  | 3	while doing sport i feel  free	😂😅😁😌😉😎😳😢	p | ||||||
|  | 4	i is terrible to learn when the weather is this good	😂😅😁😉😌😎😳🙅	n | ||||||
|  | 5	i am almost crying when i run out of ice cream	😭😢😔😳🍨🍦🍧🏒	n | ||||||
|  | 6	fuck off	😅😂😢😳😁😌😭😎	n | ||||||
|  | 7	you are my best friend ever	😅😂😢😳😭😔😁😌	p | ||||||
|  | 8	i love my mommy	😢😭😔😳😅🏩💌🤟	p | ||||||
|  | 9	i prefer oral exams	😢😅😂😳😭😔😁😌	p | ||||||
|  | 10	best cocktail is the mojito especial	😂😅😁😌😎😉🙌🍸	p | ||||||
|  | 11	you got a beautiful wedding	🙌😀😌😋😊😎😍😁	p | ||||||
|  | 12	you husband is this handsome	😌😁😂😅😎🙌😉😀	p | ||||||
|  | 13	this is such a sneaky bitch	😅😂😢😳😭😔😁😌	n | ||||||
|  | 14	you're kidding	😅😢😂😳😭😔😁😌	n | ||||||
|  | 15	you are really too drunk	😢😭😳😅😔😂😩😒	n | ||||||
|  | 16	you start being annoying	😂😅😁😌😎😉🙌😀	n | ||||||
|  | 17	i love my mac	😌😁😎🙌😀🏩💌🤟	p | ||||||
|  | 18	but it would be better if they are less expensive	😂😅😁😉😳😌😎😢	n | ||||||
|  | 19	you are a bad friend	😌😁😂😎😅😉🙌😀	n | ||||||
|  | 20	I am in love with my new laptop	😁😌😎😉🏩💌🌚🤟	p | ||||||
|  | 21	You piss me off	😅😂😢😳😭😁😌😔	n | ||||||
|  | 22	I hate school	😔😭😢😩😒😳🏫🎒	n | ||||||
|  | 23	I'm so mad at you	😅😂😢😳😁😭😌😉	n | ||||||
|  | 24	Seeing you cry, makes me sad	😅😂😢😁😌😳😎😉	n | ||||||
|  | 25	You are so lovely	😌😎🙌😀😁🏩💌🤟	p | ||||||
|  | 26	Fish is disgusting	😅😂😢😳🐟🎣🐠🍥	n | ||||||
|  | 27	At times I feel so depressed	😅😢😂😳😭😔😁😌	n | ||||||
|  | 28	Summer makes me happy	😁😌😎😂😉😅🙌😀	p | ||||||
|  | 29	I want to dance and sing aloud	😅😂😢😳😭😁😔😌	p | ||||||
|  | 30	Everything will be ok	😅😂😢😳😭😔👌🙆	p | ||||||
|  | 31	why are you upset?	😂😅😁😌😎😉🙌😀	n | ||||||
|  | 32	I dont like it when it rains	😢😅😳😭😂😔😁☔	n | ||||||
|  | 33	I dont care at all	😂😅😁😌😉😎🙌😀	n | ||||||
|  | 34	you are such a bitch	😅😂😢😳😭😁😔😌	n | ||||||
|  | 35	I dont understand what this is all about	😅😂😢😳😭😔😁😌	n | ||||||
|  | 36	give me a break, idiot!	😂😅😁😌😎😉🙌😀	n | ||||||
|  | 37	please dont leave me	😅😂😢😳😭😁😔😌	n | ||||||
|  | 38	I love cuddling with my dog	😅😂😌😁🐕🌭🏩💌	p | ||||||
|  | 39	I want to die	😅😂😢😳😁😌😎🎲	n | ||||||
|  | 40	that is really sad!	😅😂😢😳😁😭😌😉	n | ||||||
|  | 41	why are you saying that, you moron!	😅😂😢😳😭😁😔😌	n | ||||||
|  | 42	OMG! i love that cat soo much!	😌😁😎🙌🐈🏩🐱💌	p | ||||||
|  | 43	can you feel the love tonight	😅😂😢😳😭🏩💌🤟	p | ||||||
|  | 44	i get so emotional when i watch lion king	😅😢😂😳😭😔⌚🦁	p | ||||||
|  | 45	i really hate you	😅😂😢😳😭😔😁😌	n | ||||||
|  | 46	that is disgusting	😅😂😢😳😭😁😌😉	n | ||||||
|  | 47	my heart is broken	😅😂😢😳💔💓💗💑	n | ||||||
|  | 48	i love these sunny days	😍😊😘🙌😋🏩💌🤟	p | ||||||
|  | 49	this gave me positive feelings	😂😅😳😢😭😁😉😌	p | ||||||
|  | 50	i am sick	😂😅😢😳😁😌😉😭	n | ||||||
|  | 51	i am tired	😅😂😢😳😭😔😁😌	n | ||||||
|  | 52	are you sick or tired?	😅😂😢😳😭😁😔😌	n | ||||||
|  | 53	you are so cute and sweet	😂😅😁😌😎😉🙌🍠	p | ||||||
|  | 54	i just lost my mind	😂😅😢😳😁😌😉😎	n | ||||||
|  | 55	i hate all people	😁😎😂😌😉😅🙌😀	n | ||||||
|  | 56	you are just dumb	😅😂😢😳😭😁😌😉	n | ||||||
|  | 57	i will get lucky	😅😂😢😳😭😁😔😌	p | ||||||
|  | 58	i like ice cream	😂😅😁😳🍨🍦🍧🏒	p | ||||||
|  | 59	go home you idiot	😂😅😁😢😳😌😉😎	n | ||||||
| 
 | 
| @ -0,0 +1,61 @@ | |||||||
|  | 	Sentence	prediction	label | ||||||
|  | 0	I am so happy	😌😁😎🙌😀😉😋😊	p | ||||||
|  | 1	i love my life	😌😁😎🙌😀🏩💌🤟	p | ||||||
|  | 2	i really like this sunshine	😁😂😌😅😎😉🙌😀	p | ||||||
|  | 3	while doing sport i feel  free	😂😅😁😌😎😉🙌😀	p | ||||||
|  | 4	i is terrible to learn when the weather is this good	😅😂😢😳😁😭😌🙅	n | ||||||
|  | 5	i am almost crying when i run out of ice cream	😢😅😂😳🍨🍦🍧🏒	n | ||||||
|  | 6	fuck off	😂😅😳😢😁😭😉😌	n | ||||||
|  | 7	you are my best friend ever	😂😅😁😌😎😉🙌😀	p | ||||||
|  | 8	i love my mommy	😌🙌😀😎😁🏩💌🤟	p | ||||||
|  | 9	i prefer oral exams	😅😂😢😳😭😁😌😉	p | ||||||
|  | 10	best cocktail is the mojito especial	😌😁😎😉😂🙌😀🍸	p | ||||||
|  | 11	you got a beautiful wedding	🙌😌😀😎😊😁😋😍	p | ||||||
|  | 12	you husband is this handsome	😌🙌😀😎😁😊😋😉	p | ||||||
|  | 13	this is such a sneaky bitch	😂😅😢😳😁😉😌😭	n | ||||||
|  | 14	you're kidding	😂😅😢😳😁😌😉😎	n | ||||||
|  | 15	you are really too drunk	😅😂😢😳😭😔😁😌	n | ||||||
|  | 16	you start being annoying	😅😢😂😳😭😔😁😌	n | ||||||
|  | 17	i love my mac	😂😁😌😅😎🏩💌🤟	p | ||||||
|  | 18	but it would be better if they are less expensive	😅😂😢😳😭😔😁😌	n | ||||||
|  | 19	you are a bad friend	😅😂😢😳😭😔😁😌	n | ||||||
|  | 20	I am in love with my new laptop	😂😅😁😌🏩💌🌚🤟	p | ||||||
|  | 21	You piss me off	😂😅😳😢😁😉😭😌	n | ||||||
|  | 22	I hate school	😢😅😭😳😂😔🏫🎒	n | ||||||
|  | 23	I'm so mad at you	😂😅😳😢😁😭😉😌	n | ||||||
|  | 24	Seeing you cry, makes me sad	😢😭😔😳😅😂😩😒	n | ||||||
|  | 25	You are so lovely	🙌😀😊😋😌🏩💌🤟	p | ||||||
|  | 26	Fish is disgusting	😅😢😂😳🐟🎣🐠🍥	n | ||||||
|  | 27	At times I feel so depressed	😢😭😅😳😔😂😩😒	n | ||||||
|  | 28	Summer makes me happy	😂😁😌😅😎😉🙌😀	p | ||||||
|  | 29	I want to dance and sing aloud	😅😂😢😳😁😌😭😎	p | ||||||
|  | 30	Everything will be ok	😂😅😁😉😌😎👌🙆	p | ||||||
|  | 31	why are you upset?	😅😢😂😳😭😔😁😌	n | ||||||
|  | 32	I dont like it when it rains	😅😂😢😳😭😔😁☔	n | ||||||
|  | 33	I dont care at all	😅😂😢😳😭😁😔😌	n | ||||||
|  | 34	you are such a bitch	😂😅😳😢😁😉😌😭	n | ||||||
|  | 35	I dont understand what this is all about	😅😂😢😳😭😔😁😌	n | ||||||
|  | 36	give me a break, idiot!	😂😅😢😳😭😁😉😌	n | ||||||
|  | 37	please dont leave me	😅😂😢😳😭😔😁😌	n | ||||||
|  | 38	I love cuddling with my dog	😂😅😁😌🐕🌭🏩💌	p | ||||||
|  | 39	I want to die	😅😂😢😳😭😔😁🎲	n | ||||||
|  | 40	that is really sad!	😢😭😔😅😳😂😩😒	n | ||||||
|  | 41	why are you saying that, you moron!	😅😂😳😢😭😁😔😉	n | ||||||
|  | 42	OMG! i love that cat soo much!	😂😅😁😌🐈🏩🐱💌	p | ||||||
|  | 43	can you feel the love tonight	😌😁😂😎😅🏩💌🤟	p | ||||||
|  | 44	i get so emotional when i watch lion king	😅😂😢😳😭😔⌚🦁	p | ||||||
|  | 45	i really hate you	😢😭😅😔😳😂😩😒	n | ||||||
|  | 46	that is disgusting	😢😅😭😳😂😔😁😩	n | ||||||
|  | 47	my heart is broken	😅😂😢😳💔💓💗💑	n | ||||||
|  | 48	i love these sunny days	😌😁😎🙌😀🏩💌🤟	p | ||||||
|  | 49	this gave me positive feelings	😂😅😁😌😢😎😉😳	p | ||||||
|  | 50	i am sick	😭😢😔😳😅😩😒😂	n | ||||||
|  | 51	i am tired	😭😢😔😳😅😂😩😒	n | ||||||
|  | 52	are you sick or tired?	😭😔😢😩😒😳😅😂	n | ||||||
|  | 53	you are so cute and sweet	😌🙌😁😀😎😊😉🍠	p | ||||||
|  | 54	i just lost my mind	😅😂😢😳😭😔😁😌	n | ||||||
|  | 55	i hate all people	😢😅😭😳😂😔😁😩	n | ||||||
|  | 56	you are just dumb	😅😂😢😳😭😔😁😌	n | ||||||
|  | 57	i will get lucky	😌😁😎🙌😀😉😋😊	p | ||||||
|  | 58	i like ice cream	😂😅😁😌🍨🍦🍧🏒	p | ||||||
|  | 59	go home you idiot	😂😅😢😳😁😭😉😌	n | ||||||
| 
 | 
							
								
								
									
										61
									
								
								Project/Tools/E_S - topic - word2Vec - no stemming.csv
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
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								Project/Tools/E_S - topic - word2Vec - no stemming.csv
									
									
									
									
									
										Normal file
									
								
							| @ -0,0 +1,61 @@ | |||||||
|  | 	Sentence	prediction | ||||||
|  | 0	i like computer games	😅😂😢😭😁😌😔💻 | ||||||
|  | 1	it is great weather for using the swimming pool	😌😁😎🙌😀😉😋😊 | ||||||
|  | 2	old cars are this loud	😅😂😢😭😔😁😌🚨 | ||||||
|  | 3	i hear a plane above our house	😅😂😢😭😁😔🏡🏠 | ||||||
|  | 4	these are really cute pets	😂😅😁😌😎😉🙌😀 | ||||||
|  | 5	when will be the firework	😂😅😁😌😎😉🙌🎇 | ||||||
|  | 6	do you have a garage or do you have to park outside	😂😅😁😌😎😉😢🙌 | ||||||
|  | 7	what is your favorite meal	😌😁😎🙌😀😉😂😋 | ||||||
|  | 8	would you kiss a frog to get your prince	🙌😌😀😎💏🤴💋🐸 | ||||||
|  | 9	you are the king of my castle	😌😁😎🙌😀😉🏯🏰 | ||||||
|  | 10	would you legalize weed	😂😅😢😁😭😉😌😎 | ||||||
|  | 11	is the world real?	😂😅😁😢😉😌😎😏 | ||||||
|  | 12	let's go out in a bar tonight	😂😅😁😌😎🧼📊🍫 | ||||||
|  | 13	no better play card games	😂😅😢😁😌📇💳🃏 | ||||||
|  | 14	do you ever climbed a mountain	😂😅😁😌😎🚠🚵🚞 | ||||||
|  | 15	how large is your computer monitor	😅😂😢😁😭😌💻🤪 | ||||||
|  | 16	let's make brunch	😂😁😌😅😎😉🙌😀 | ||||||
|  | 17	what a beautiful dress	🙌😀😊😌😍😋😘👗 | ||||||
|  | 18	i love my new sneakers	😌😁😎😂🏩💌🌚🤟 | ||||||
|  | 19	this is a bit dirty keyboard	😂😅😁😌😉😎😢🎹 | ||||||
|  | 20	I like reading books	😅😂😢😁😌😭😉📚 | ||||||
|  | 21	I won a medal in swimming	😂😅😢😁🏅🥇🥈🥉 | ||||||
|  | 22	Cats are cuter than dogs	😁😂😌😎😉😅🙌😀 | ||||||
|  | 23	I like turtles	😂😅😢😁😉😌😎😭 | ||||||
|  | 24	It's supposed to snow today	😅😂😢😭😔😁😌⛄ | ||||||
|  | 25	My mom plays the piano really well	😅😂😢😁😌😎😉😭 | ||||||
|  | 26	Let's go bowling tonight	😂😅😁😌😎😉🙌🎳 | ||||||
|  | 27	I take a flight to Mallorca tonight	😂😁😅😌😎😉🙌😀 | ||||||
|  | 28	Let's call the police	😂😅😁😌👮🤙🚓🚔 | ||||||
|  | 29	My phone is broken	😅😢😂😭💔📱📴📲 | ||||||
|  | 30	Please give me your camera	😂😅😁😌📷🎥📸📹 | ||||||
|  | 31	Money is the most important thing is the world	😂😅😁😌😉😎😢🙏 | ||||||
|  | 32	I love playing dungeons and dragons	😂😅😁😌🏩💌🤟🎴 | ||||||
|  | 33	Trees are beautiful	😌🙌😀😎😁😊😋😉 | ||||||
|  | 34	Let's save the whales	😂😅😁😢😉😌😎😏 | ||||||
|  | 35	Eating mushrooms can be dangerous	😅😂😢😭😔😁😤😌 | ||||||
|  | 36	We have a full moon tonight	😁😌😎😂🌝🥮🌙🎑 | ||||||
|  | 37	Strawberry pie tastes good	😌😁😎🙌😀😉🥧🙅 | ||||||
|  | 38	Don't steal my taco	😂😅😢😁😉😌😭🌮 | ||||||
|  | 39	In the summer I like to ride my bike	😂😅😁😌😎😉🙌😀 | ||||||
|  | 40	i am working with my notebook	😅😂😢😁😭😌📓📔 | ||||||
|  | 41	oh look! there's a cat!	😂😅😁😌🐈🐱🙀😤 | ||||||
|  | 42	that cat is doing some evil stuff	😅😂😢😁🐈🐱🙀😿 | ||||||
|  | 43	i am wondering whether cats or dogs will take over the worlds leadership	😂😅😁😌😎😉🙌😀 | ||||||
|  | 44	i am not a fan of huge turbines	😌😁😎🙌😉😀😂😅 | ||||||
|  | 45	Newton got hit by an apple	😅😂😢😁😭🍎🍏🎯 | ||||||
|  | 46	i am writing a lot of words	😂😅😁😢😌😉😎🙏 | ||||||
|  | 47	there is coffee in that nebula	😂😅😁😌😎😉🙌😀 | ||||||
|  | 48	resistance is futile	😂😅😁😌😎😉😢🙌 | ||||||
|  | 49	i think han solo shot first	😂😅😁😌😎😉🥇🌛 | ||||||
|  | 50	why is there a depressed robot on that spaceship?	😅😂😢😭😁😌😔🤖 | ||||||
|  | 51	whales are just very big fishes	😂😅😁😢😌😉😎😏 | ||||||
|  | 52	how does a fox sounds like?	😂😅😢😁😉😌😭🦊 | ||||||
|  | 53	i got chased by a witch	😂😅😁😌😉😎😢🙏 | ||||||
|  | 54	there is plankton in the sea	😂😅😁😌😎😉🙌😀 | ||||||
|  | 55	i am a jedi with a laser sword	😂😅😁😌😎😉😢🙌 | ||||||
|  | 56	these stars are forming an interesting constellation	😂😁😅😌😎😉🙌🌃 | ||||||
|  | 57	i drunk too much	😂😅😢😁😭😉😌😎 | ||||||
|  | 58	i just lost my calculator	😅😂😢😭😔😁😤😌 | ||||||
|  | 59	bigfoot has big feet	😂😅😁😌😎😉😢🙌 | ||||||
| 
 | 
							
								
								
									
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								Project/Tools/E_S - topic - word2vec - stemming.csv
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										61
									
								
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							| @ -0,0 +1,61 @@ | |||||||
|  | 	Sentence	prediction | ||||||
|  | 0	i like computer games	😅😂😢😭😁😌🎮🎲 | ||||||
|  | 1	it is great weather for using the swimming pool	😌😁😎🙌😀😉😋😊 | ||||||
|  | 2	old cars are this loud	😅😂😢😭🚃🚋🚓🚔 | ||||||
|  | 3	i hear a plane above our house	😅😂😢😭😁😔😌😉 | ||||||
|  | 4	these are really cute pets	😂😅😁😌😎😉🙌😀 | ||||||
|  | 5	when will be the firework	😂😅😁😌😎😉🎆🎇 | ||||||
|  | 6	do you have a garage or do you have to park outside	😂😅😁😌😎😉😢🙌 | ||||||
|  | 7	what is your favorite meal	😌😁😎🙌😀😉😂😋 | ||||||
|  | 8	would you kiss a frog to get your prince	🙌😌😀😎💏🐸😗💋 | ||||||
|  | 9	you are the king of my castle	😌😁😎🙌😀😉😋😊 | ||||||
|  | 10	would you legalize weed	😂😅😢😁😭😉😌😎 | ||||||
|  | 11	is the world real?	😂😅😁😢😉😌😎😏 | ||||||
|  | 12	let's go out in a bar tonight	😂😅😁😌😎🧼📊🍫 | ||||||
|  | 13	no better play card games	😂😅😢😁💳🎮📇🎲 | ||||||
|  | 14	do you ever climbed a mountain	😂😅😁😌🚠🚵🌄🚞 | ||||||
|  | 15	how large is your computer monitor	😅😂😢😁😭😌😉😎 | ||||||
|  | 16	let's make brunch	😂😁😌😅😎😉🙌😀 | ||||||
|  | 17	what a beautiful dress	🙌😀😊😌😍😋😘👗 | ||||||
|  | 18	i love my new sneakers	😌😁😎😂🏩💌🌚🤟 | ||||||
|  | 19	this is a bit dirty keyboard	😂😅😁😌😉😎😢🎹 | ||||||
|  | 20	I like reading books	😅😂😢😁😌📚📕📖 | ||||||
|  | 21	I won a medal in swimming	😂😅😢😁🏅🥇🥈🥉 | ||||||
|  | 22	Cats are cuter than dogs	😁😂😌😎🐈🐕🌭🐶 | ||||||
|  | 23	I like turtles	😂😅😢😁😉😌😎😭 | ||||||
|  | 24	It's supposed to snow today	😅😂😢😭😔😁😌⛄ | ||||||
|  | 25	My mom plays the piano really well	😅😂😢😁😌😎😉😭 | ||||||
|  | 26	Let's go bowling tonight	😂😅😁😌😎🎳🥣🍜 | ||||||
|  | 27	I take a flight to Mallorca tonight	😂😁😅😌😎😉🙌😀 | ||||||
|  | 28	Let's call the police	😂😅😁😌😎😉😢🤙 | ||||||
|  | 29	My phone is broken	😅😢😂😭💔📱📴📵 | ||||||
|  | 30	Please give me your camera	😂😅😁😌📷🎥📸📹 | ||||||
|  | 31	Money is the most important thing is the world	😂😅😁😌😉😎💰💸 | ||||||
|  | 32	I love playing dungeons and dragons	😂😅😁😌🐉🏩💌🐲 | ||||||
|  | 33	Trees are beautiful	😌🙌😀😎🌲🌳🌴🎄 | ||||||
|  | 34	Let's save the whales	😂😅😁😢😉😌🐋🐳 | ||||||
|  | 35	Eating mushrooms can be dangerous	😅😂😢😭😔😁😤🍄 | ||||||
|  | 36	We have a full moon tonight	😁😌😎😂🌝🥮🌙🎑 | ||||||
|  | 37	Strawberry pie tastes good	😌😁😎🙌😀😉🥧🙅 | ||||||
|  | 38	Don't steal my taco	😂😅😢😁😉😌😭🌮 | ||||||
|  | 39	In the summer I like to ride my bike	😂😅😁😌😎😉🙌😀 | ||||||
|  | 40	i am working with my notebook	😅😂😢😁😭😌📓📔 | ||||||
|  | 41	oh look! there's a cat!	😂😅😁😌🐈🐱🙀😤 | ||||||
|  | 42	that cat is doing some evil stuff	😅😂😢😁🐈🐱🙀😿 | ||||||
|  | 43	i am wondering whether cats or dogs will take over the worlds leadership	😂😅😁😌🐈🐕🌭🐶 | ||||||
|  | 44	i am not a fan of huge turbines	😌😁😎🙌😉😀😂😅 | ||||||
|  | 45	Newton got hit by an apple	😅😂😢😁😭😌😉🎯 | ||||||
|  | 46	i am writing a lot of words	😂😅😁😢😌😉😎🙏 | ||||||
|  | 47	there is coffee in that nebula	😂😅😁😌😎😉🙌😀 | ||||||
|  | 48	resistance is futile	😂😅😁😌😎😉😢🙌 | ||||||
|  | 49	i think han solo shot first	😂😅😁😌😎😉🥇🌛 | ||||||
|  | 50	why is there a depressed robot on that spaceship?	😅😂😢😭😁😌😔🤖 | ||||||
|  | 51	whales are just very big fishes	😂😅😁😢🐋🐟🎣🐠 | ||||||
|  | 52	how does a fox sounds like?	😂😅😢😁😉😌😭🦊 | ||||||
|  | 53	i got chased by a witch	😂😅😁😌😉😎😢🙏 | ||||||
|  | 54	there is plankton in the sea	😂😅😁😌😎😉🙌😀 | ||||||
|  | 55	i am a jedi with a laser sword	😂😅😁😌😎😉😢🙌 | ||||||
|  | 56	these stars are forming an interesting constellation	😂😁😅😌🌟🌃⭐🤩 | ||||||
|  | 57	i drunk too much	😂😅😢😁😭😉😌😎 | ||||||
|  | 58	i just lost my calculator	😅😂😢😭😔😁😤😌 | ||||||
|  | 59	bigfoot has big feet	😂😅😁😌😎😉😢🙌 | ||||||
| 
 | 
							
								
								
									
										61
									
								
								Project/Tools/E_S - topic - wordnet - no stemming.csv
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										61
									
								
								Project/Tools/E_S - topic - wordnet - no stemming.csv
									
									
									
									
									
										Normal file
									
								
							| @ -0,0 +1,61 @@ | |||||||
|  | 	Sentence	prediction | ||||||
|  | 0	i like computer games	😅😂😢😭🎳🎲💻📠 | ||||||
|  | 1	it is great weather for using the swimming pool	😌😁😎🙌😀😉🎐🍃 | ||||||
|  | 2	old cars are this loud	😅😂😢😭🚑🚕🚗🚓 | ||||||
|  | 3	i hear a plane above our house	😅😂😢😭🚁🏢🛬🏠 | ||||||
|  | 4	these are really cute pets	😂😅😁😌😎😉🙌😀 | ||||||
|  | 5	when will be the firework	😂😅😁😌😎🧨🎆🎇 | ||||||
|  | 6	do you have a garage or do you have to park outside	😂😅😁😌😎😉😢🙌 | ||||||
|  | 7	what is your favorite meal	😌😁😎🙌😀😉😂😋 | ||||||
|  | 8	would you kiss a frog to get your prince	🙌😌😀😎🤴💏🐸💋 | ||||||
|  | 9	you are the king of my castle	😌😁😎🙌😀😉🏯🏰 | ||||||
|  | 10	would you legalize weed	😂😅😢😁😭😉😌😎 | ||||||
|  | 11	is the world real?	😂😅😁😢😉😌😎😏 | ||||||
|  | 12	let's go out in a bar tonight	😂😅😁😌🧼🎁🍫📊 | ||||||
|  | 13	no better play card games	😂😅😢😁🎳🎲💳📇 | ||||||
|  | 14	do you ever climbed a mountain	😂😅😁😌🚠🚵🌄🚞 | ||||||
|  | 15	how large is your computer monitor	😅😂😢😁💻📠🎰🏧 | ||||||
|  | 16	let's make brunch	😂😁😌😅😎😉🙌😀 | ||||||
|  | 17	what a beautiful dress	🙌😀😊😌😍😋😘👗 | ||||||
|  | 18	i love my new sneakers	😌😁😎😂🥿💌👠🏩 | ||||||
|  | 19	this is a bit dirty keyboard	😂😅😁😌😉😎😢🎹 | ||||||
|  | 20	I like reading books	😅😂😢😁📚📕📖📁 | ||||||
|  | 21	I won a medal in swimming	😂😅😢😁🏅🥇🥈🥉 | ||||||
|  | 22	Cats are cuter than dogs	😁😂😌😎🐈🐕🌭🐺 | ||||||
|  | 23	I like turtles	😂😅😢😁😉🐢👕🎽 | ||||||
|  | 24	It's supposed to snow today	😅😂😢😭😔😁🎁⛄ | ||||||
|  | 25	My mom plays the piano really well	😅😂😢😁😌😎😉🤶 | ||||||
|  | 26	Let's go bowling tonight	😂😅😁😌🎳🎲🎁🎮 | ||||||
|  | 27	I take a flight to Mallorca tonight	😂😁😅😌😎😉🙌🎁 | ||||||
|  | 28	Let's call the police	😂😅😁😌😎😉😢🤙 | ||||||
|  | 29	My phone is broken	😅😢😂😭💔📞📱📴 | ||||||
|  | 30	Please give me your camera	😂😅😁😌📷🎥📸📹 | ||||||
|  | 31	Money is the most important thing is the world	😂😅😁😌😉😎💰💸 | ||||||
|  | 32	I love playing dungeons and dragons	😂😅😁😌🐉🏩💌🐲 | ||||||
|  | 33	Trees are beautiful	😌🙌😀😎🌲🌳🌴🎄 | ||||||
|  | 34	Let's save the whales	😂😅😁😢😉😌🐋🐳 | ||||||
|  | 35	Eating mushrooms can be dangerous	😅😂😢😭😔😁🍄😋 | ||||||
|  | 36	We have a full moon tonight	😁😌😎😂🌝🎁🥮🌙 | ||||||
|  | 37	Strawberry pie tastes good	😌😁😎🙌😀😉🥧🙅 | ||||||
|  | 38	Don't steal my taco	😂😅😢😁😉😌😭🌮 | ||||||
|  | 39	In the summer I like to ride my bike	😂😅😁😌🚗🚃🚚🚘 | ||||||
|  | 40	i am working with my notebook	😅😂😢😁😭😌📓📔 | ||||||
|  | 41	oh look! there's a cat!	😂😅😁😌✨🐈🐱😿 | ||||||
|  | 42	that cat is doing some evil stuff	😅😂😢😁🐈🧻🐱😾 | ||||||
|  | 43	i am wondering whether cats or dogs will take over the worlds leadership	😂😅😁😌🐈🐕🌭🐺 | ||||||
|  | 44	i am not a fan of huge turbines	😌😁😎🙌😉😀😂😅 | ||||||
|  | 45	Newton got hit by an apple	😅😂😢😁🍐🍎🍏🎯 | ||||||
|  | 46	i am writing a lot of words	😂😅😁😢😌😉😎🙏 | ||||||
|  | 47	there is coffee in that nebula	😂😅😁😌😎😉☕🚰 | ||||||
|  | 48	resistance is futile	😂😅😁😌😎😉😢🙌 | ||||||
|  | 49	i think han solo shot first	😂😅😁😌😎😉🥇🌛 | ||||||
|  | 50	why is there a depressed robot on that spaceship?	😅😂😢😭😁😌😔🤖 | ||||||
|  | 51	whales are just very big fishes	😂😅😁😢🐋🐟🐳🐠 | ||||||
|  | 52	how does a fox sounds like?	😂😅😢😁💍🐕🌭🦊 | ||||||
|  | 53	i got chased by a witch	😂😅😁😌😉😎😢🙏 | ||||||
|  | 54	there is plankton in the sea	😂😅😁😌😎😉🙌😀 | ||||||
|  | 55	i am a jedi with a laser sword	😂😅😁😌😎😉😢🙌 | ||||||
|  | 56	these stars are forming an interesting constellation	😂😁😅😌🌟🌞🌃⛅ | ||||||
|  | 57	i drunk too much	😂😅😢😁😭😉😌😎 | ||||||
|  | 58	i just lost my calculator	😅😂😢😭😔😁😤😌 | ||||||
|  | 59	bigfoot has big feet	😂😅😁😌😎😉😢🦶 | ||||||
| 
 | 
							
								
								
									
										61
									
								
								Project/Tools/E_S - topic - wordnet - stemming.csv
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										61
									
								
								Project/Tools/E_S - topic - wordnet - stemming.csv
									
									
									
									
									
										Normal file
									
								
							| @ -0,0 +1,61 @@ | |||||||
|  | 	Sentence	prediction | ||||||
|  | 0	i like computer games	😅😂😢😭😁😌🎮🎲 | ||||||
|  | 1	it is great weather for using the swimming pool	😌😁😎🙌😀😉🎐🍃 | ||||||
|  | 2	old cars are this loud	😅😂😢😭🚕🚃🚚🚋 | ||||||
|  | 3	i hear a plane above our house	😅😂😢😭😁😔😌😉 | ||||||
|  | 4	these are really cute pets	😂😅😁😌😎😉🙌😀 | ||||||
|  | 5	when will be the firework	😂😅😁😌😎😉🎆🎇 | ||||||
|  | 6	do you have a garage or do you have to park outside	😂😅😁😌😎😉😢🙌 | ||||||
|  | 7	what is your favorite meal	😌😁😎🙌😀😉😂😋 | ||||||
|  | 8	would you kiss a frog to get your prince	🙌😌😀😎💏😗🐸💋 | ||||||
|  | 9	you are the king of my castle	😌😁😎🙌😀😉😋😊 | ||||||
|  | 10	would you legalize weed	😂😅😢😁😭😉😌😎 | ||||||
|  | 11	is the world real?	😂😅😁😢😉😌😎😏 | ||||||
|  | 12	let's go out in a bar tonight	😂😅😁😌🧼🎁🍫📊 | ||||||
|  | 13	no better play card games	😂😅😢😁🎴🎲💳📇 | ||||||
|  | 14	do you ever climbed a mountain	😂😅😁😌🧗🚠🚵🌄 | ||||||
|  | 15	how large is your computer monitor	😅😂😢😁😭😌😉😎 | ||||||
|  | 16	let's make brunch	😂😁😌😅😎😉🙌😀 | ||||||
|  | 17	what a beautiful dress	🙌😀😊😌😍😋😘👗 | ||||||
|  | 18	i love my new sneakers	😌😁😎😂🥿💌👠🏩 | ||||||
|  | 19	this is a bit dirty keyboard	😂😅😁😌😉😎😢🎹 | ||||||
|  | 20	I like reading books	😅😂😢😁📚📕📖📁 | ||||||
|  | 21	I won a medal in swimming	😂😅😢😁🏅🥇🥈🥉 | ||||||
|  | 22	Cats are cuter than dogs	😁😂😌😎🐈🐕🌭🐺 | ||||||
|  | 23	I like turtles	😂😅😢😁😉😌😎😭 | ||||||
|  | 24	It's supposed to snow today	😅😂😢😭😔😁🎁⛄ | ||||||
|  | 25	My mom plays the piano really well	😅😂😢😁😌🤶🎴🃏 | ||||||
|  | 26	Let's go bowling tonight	😂😅😁😌🎳🎁🍜🥣 | ||||||
|  | 27	I take a flight to Mallorca tonight	😂😁😅😌😎😉🙌🎁 | ||||||
|  | 28	Let's call the police	😂😅😁😌😎😉😢🤙 | ||||||
|  | 29	My phone is broken	😅😢😂😭💔📱📴📵 | ||||||
|  | 30	Please give me your camera	😂😅😁😌📷🎥📸📹 | ||||||
|  | 31	Money is the most important thing is the world	😂😅😁😌😉😎💰💸 | ||||||
|  | 32	I love playing dungeons and dragons	😂😅😁😌🐉🏩🐲💌 | ||||||
|  | 33	Trees are beautiful	😌🙌😀😎🌲🌳🌴🎄 | ||||||
|  | 34	Let's save the whales	😂😅😁😢😉😌🐋🐳 | ||||||
|  | 35	Eating mushrooms can be dangerous	😅😂😢😭😔😁🍄🥫 | ||||||
|  | 36	We have a full moon tonight	😁😌😎😂🌝🎁🥮🌙 | ||||||
|  | 37	Strawberry pie tastes good	😌😁😎🙌😀😉🥧🙅 | ||||||
|  | 38	Don't steal my taco	😂😅😢😁😉😌😭🌮 | ||||||
|  | 39	In the summer I like to ride my bike	😂😅😁😌🚃🚋🚚🚓 | ||||||
|  | 40	i am working with my notebook	😅😂😢😁😭😌📓📔 | ||||||
|  | 41	oh look! there's a cat!	😂😅😁😌🐈🐱🙀😤 | ||||||
|  | 42	that cat is doing some evil stuff	😅😂😢😁🐈🧻🐱😾 | ||||||
|  | 43	i am wondering whether cats or dogs will take over the worlds leadership	😂😅😁😌🐈🐕🌭🐺 | ||||||
|  | 44	i am not a fan of huge turbines	😌😁😎🙌😉😀😂😅 | ||||||
|  | 45	Newton got hit by an apple	😅😂😢😁😭😌😉🎯 | ||||||
|  | 46	i am writing a lot of words	😂😅😁😢😌😉😎🙏 | ||||||
|  | 47	there is coffee in that nebula	😂😅😁😌😎😉🙌😀 | ||||||
|  | 48	resistance is futile	😂😅😁😌😎😉😢🙌 | ||||||
|  | 49	i think han solo shot first	😂😅😁😌😎🤔🥇🌛 | ||||||
|  | 50	why is there a depressed robot on that spaceship?	😅😂😢😭😁😌😔🤖 | ||||||
|  | 51	whales are just very big fishes	😂😅😁😢🐋🐟🎣🐠 | ||||||
|  | 52	how does a fox sounds like?	😂😅😢😁💍🐕🌭🦊 | ||||||
|  | 53	i got chased by a witch	😂😅😁😌😉😎😢🙏 | ||||||
|  | 54	there is plankton in the sea	😂😅😁😌😎😉🙌😀 | ||||||
|  | 55	i am a jedi with a laser sword	😂😅😁😌😎😉😢🙌 | ||||||
|  | 56	these stars are forming an interesting constellation	😂😁😅😌🌟🌞🌃⛅ | ||||||
|  | 57	i drunk too much	😂😅😢😁😭😉😌😎 | ||||||
|  | 58	i just lost my calculator	😅😂😢😭😔😁😤😌 | ||||||
|  | 59	bigfoot has big feet	😂😅😁😌😎😉😢🦶 | ||||||
| 
 | 
							
								
								
									
										61
									
								
								Project/Tools/E_S - topic - wordnet.csv
									
									
									
									
									
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										61
									
								
								Project/Tools/E_S - topic - wordnet.csv
									
									
									
									
									
										Normal file
									
								
							| @ -0,0 +1,61 @@ | |||||||
|  | 	Sentence	prediction | ||||||
|  | 0	i like computer games	😅😂😢😭😁😌🎮🎲 | ||||||
|  | 1	it is great weather for using the swimming pool	😌😁😎🙌😀😉😋😊 | ||||||
|  | 2	old cars are this loud	😅😂😢😭🚃🚋🚓🚔 | ||||||
|  | 3	i hear a plane above our house	😅😂😢😭😁😔😌😉 | ||||||
|  | 4	these are really cute pets	😂😅😁😌😎😉🙌😀 | ||||||
|  | 5	when will be the firework	😂😅😁😌😎😉🎆🎇 | ||||||
|  | 6	do you have a garage or do you have to park outside	😂😅😁😌😎😉😢🙌 | ||||||
|  | 7	what is your favorite meal	😌😁😎🙌😀😉😂😋 | ||||||
|  | 8	would you kiss a frog to get your prince	🙌😌😀😎💏🐸😗💋 | ||||||
|  | 9	you are the king of my castle	😌😁😎🙌😀😉😋😊 | ||||||
|  | 10	would you legalize weed	😂😅😢😁😭😉😌😎 | ||||||
|  | 11	is the world real?	😂😅😁😢😉😌😎😏 | ||||||
|  | 12	let's go out in a bar tonight	😂😅😁😌😎🧼📊🍫 | ||||||
|  | 13	no better play card games	😂😅😢😁💳🎮📇🎲 | ||||||
|  | 14	do you ever climbed a mountain	😂😅😁😌🚠🚵🌄🚞 | ||||||
|  | 15	how large is your computer monitor	😅😂😢😁😭😌😉😎 | ||||||
|  | 16	let's make brunch	😂😁😌😅😎😉🙌😀 | ||||||
|  | 17	what a beautiful dress	🙌😀😊😌😍😋😘👗 | ||||||
|  | 18	i love my new sneakers	😌😁😎😂🏩💌🌚🤟 | ||||||
|  | 19	this is a bit dirty keyboard	😂😅😁😌😉😎😢🎹 | ||||||
|  | 20	I like reading books	😅😂😢😁😌📚📕📖 | ||||||
|  | 21	I won a medal in swimming	😂😅😢😁🏅🥇🥈🥉 | ||||||
|  | 22	Cats are cuter than dogs	😁😂😌😎🐈🐕🌭🐶 | ||||||
|  | 23	I like turtles	😂😅😢😁😉😌😎😭 | ||||||
|  | 24	It's supposed to snow today	😅😂😢😭😔😁😌⛄ | ||||||
|  | 25	My mom plays the piano really well	😅😂😢😁😌😎😉😭 | ||||||
|  | 26	Let's go bowling tonight	😂😅😁😌😎🎳🥣🍜 | ||||||
|  | 27	I take a flight to Mallorca tonight	😂😁😅😌😎😉🙌😀 | ||||||
|  | 28	Let's call the police	😂😅😁😌😎😉😢🤙 | ||||||
|  | 29	My phone is broken	😅😢😂😭💔📱📴📵 | ||||||
|  | 30	Please give me your camera	😂😅😁😌📷🎥📸📹 | ||||||
|  | 31	Money is the most important thing is the world	😂😅😁😌😉😎💰💸 | ||||||
|  | 32	I love playing dungeons and dragons	😂😅😁😌🐉🏩💌🐲 | ||||||
|  | 33	Trees are beautiful	😌🙌😀😎🌲🌳🌴🎄 | ||||||
|  | 34	Let's save the whales	😂😅😁😢😉😌🐋🐳 | ||||||
|  | 35	Eating mushrooms can be dangerous	😅😂😢😭😔😁😤🍄 | ||||||
|  | 36	We have a full moon tonight	😁😌😎😂🌝🥮🌙🎑 | ||||||
|  | 37	Strawberry pie tastes good	😌😁😎🙌😀😉🥧🙅 | ||||||
|  | 38	Don't steal my taco	😂😅😢😁😉😌😭🌮 | ||||||
|  | 39	In the summer I like to ride my bike	😂😅😁😌😎😉🙌😀 | ||||||
|  | 40	i am working with my notebook	😅😂😢😁😭😌📓📔 | ||||||
|  | 41	oh look! there's a cat!	😂😅😁😌🐈🐱🙀😤 | ||||||
|  | 42	that cat is doing some evil stuff	😅😂😢😁🐈🐱🙀😿 | ||||||
|  | 43	i am wondering whether cats or dogs will take over the worlds leadership	😂😅😁😌🐈🐕🌭🐶 | ||||||
|  | 44	i am not a fan of huge turbines	😌😁😎🙌😉😀😂😅 | ||||||
|  | 45	Newton got hit by an apple	😅😂😢😁😭😌😉🎯 | ||||||
|  | 46	i am writing a lot of words	😂😅😁😢😌😉😎🙏 | ||||||
|  | 47	there is coffee in that nebula	😂😅😁😌😎😉🙌😀 | ||||||
|  | 48	resistance is futile	😂😅😁😌😎😉😢🙌 | ||||||
|  | 49	i think han solo shot first	😂😅😁😌😎😉🥇🌛 | ||||||
|  | 50	why is there a depressed robot on that spaceship?	😅😂😢😭😁😌😔🤖 | ||||||
|  | 51	whales are just very big fishes	😂😅😁😢🐋🐟🎣🐠 | ||||||
|  | 52	how does a fox sounds like?	😂😅😢😁😉😌😭🦊 | ||||||
|  | 53	i got chased by a witch	😂😅😁😌😉😎😢🙏 | ||||||
|  | 54	there is plankton in the sea	😂😅😁😌😎😉🙌😀 | ||||||
|  | 55	i am a jedi with a laser sword	😂😅😁😌😎😉😢🙌 | ||||||
|  | 56	these stars are forming an interesting constellation	😂😁😅😌🌟🌃⭐🤩 | ||||||
|  | 57	i drunk too much	😂😅😢😁😭😉😌😎 | ||||||
|  | 58	i just lost my calculator	😅😂😢😭😔😁😤😌 | ||||||
|  | 59	bigfoot has big feet	😂😅😁😌😎😉😢🙌 | ||||||
| 
 | 
| @ -0,0 +1,61 @@ | |||||||
|  | Sentence,prediction,label | ||||||
|  | I am so happy,,p | ||||||
|  | i love my life,,p | ||||||
|  | i really like this sunshine,,p | ||||||
|  | while doing sport i feel  free,,p | ||||||
|  | i is terrible to learn when the weather is this good,,n | ||||||
|  | i am almost crying when i run out of ice cream,,n | ||||||
|  | fuck off,,n | ||||||
|  | you are my best friend ever,,p | ||||||
|  | i love my mommy,,p | ||||||
|  | i prefer oral exams,,p | ||||||
|  | best cocktail is the mojito especial,,p | ||||||
|  | you got a beautiful wedding,,p | ||||||
|  | you husband is this handsome,,p | ||||||
|  | this is such a sneaky bitch,,n | ||||||
|  | you're kidding,,n | ||||||
|  | you are really too drunk,,n | ||||||
|  | you start being annoying,,n | ||||||
|  | i love my mac,,p | ||||||
|  | but it would be better if they are less expensive,,n | ||||||
|  | you are a bad friend,,n | ||||||
|  | I am in love with my new laptop,,p | ||||||
|  | You piss me off,,n | ||||||
|  | I hate school,,n | ||||||
|  | I'm so mad at you,,n | ||||||
|  | "Seeing you cry, makes me sad",,n | ||||||
|  | You are so lovely,,p | ||||||
|  | Fish is disgusting,,n | ||||||
|  | At times I feel so depressed,,n | ||||||
|  | Summer makes me happy,,p | ||||||
|  | I want to dance and sing aloud,,p | ||||||
|  | Everything will be ok,,p | ||||||
|  | why are you upset?,,n | ||||||
|  | I dont like it when it rains,,n | ||||||
|  | I dont care at all,,n | ||||||
|  | you are such a bitch,,n | ||||||
|  | I dont understand what this is all about,,n | ||||||
|  | "give me a break, idiot!",,n | ||||||
|  | please dont leave me,,n | ||||||
|  | I love cuddling with my dog,,p | ||||||
|  | I want to die,,n | ||||||
|  | that is really sad!,,n | ||||||
|  | "why are you saying that, you moron!",,n | ||||||
|  | OMG! i love that cat soo much!,,p | ||||||
|  | can you feel the love tonight,,p | ||||||
|  | i get so emotional when i watch lion king,,p | ||||||
|  | i really hate you,,n | ||||||
|  | that is disgusting,,n | ||||||
|  | my heart is broken,,n | ||||||
|  | i love these sunny days,,p | ||||||
|  | this gave me positive feelings,,p | ||||||
|  | i am sick,,n | ||||||
|  | i am tired,,n | ||||||
|  | are you sick or tired?,,n | ||||||
|  | you are so cute and sweet,,p | ||||||
|  | i just lost my mind,,n | ||||||
|  | i hate all people,,n | ||||||
|  | you are just dumb,,n | ||||||
|  | i will get lucky,,p | ||||||
|  | i like ice cream,,p | ||||||
|  | go home you idiot,,n | ||||||
| 
 | 
| @ -0,0 +1,61 @@ | |||||||
|  | Sentence,prediction | ||||||
|  | i like computer games, | ||||||
|  | it is great weather for using the swimming pool, | ||||||
|  | old cars are this loud, | ||||||
|  | i hear a plane above our house, | ||||||
|  | these are really cute pets, | ||||||
|  | when will be the firework, | ||||||
|  | do you have a garage or do you have to park outside, | ||||||
|  | what is your favorite meal, | ||||||
|  | would you kiss a frog to get your prince, | ||||||
|  | you are the king of my castle, | ||||||
|  | would you legalize weed, | ||||||
|  | is the world real?, | ||||||
|  | let's go out in a bar tonight, | ||||||
|  | no better play card games, | ||||||
|  | do you ever climbed a mountain, | ||||||
|  | how large is your computer monitor, | ||||||
|  | let's make brunch, | ||||||
|  | what a beautiful dress, | ||||||
|  | i love my new sneakers, | ||||||
|  | this is a bit dirty keyboard, | ||||||
|  | I like reading books, | ||||||
|  | I won a medal in swimming, | ||||||
|  | Cats are cuter than dogs, | ||||||
|  | I like turtles, | ||||||
|  | It's supposed to snow today, | ||||||
|  | My mom plays the piano really well, | ||||||
|  | Let's go bowling tonight, | ||||||
|  | I take a flight to Mallorca tonight, | ||||||
|  | Let's call the police, | ||||||
|  | My phone is broken, | ||||||
|  | Please give me your camera, | ||||||
|  | Money is the most important thing is the world, | ||||||
|  | I love playing dungeons and dragons, | ||||||
|  | Trees are beautiful, | ||||||
|  | Let's save the whales, | ||||||
|  | Eating mushrooms can be dangerous, | ||||||
|  | We have a full moon tonight, | ||||||
|  | Strawberry pie tastes good, | ||||||
|  | Don't steal my taco, | ||||||
|  | In the summer I like to ride my bike, | ||||||
|  | i am working with my notebook, | ||||||
|  | oh look! there's a cat!, | ||||||
|  | that cat is doing some evil stuff, | ||||||
|  | i am wondering whether cats or dogs will take over the worlds leadership, | ||||||
|  | i am not a fan of huge turbines, | ||||||
|  | Newton got hit by an apple, | ||||||
|  | i am writing a lot of words, | ||||||
|  | there is coffee in that nebula, | ||||||
|  | resistance is futile, | ||||||
|  | i think han solo shot first, | ||||||
|  | why is there a depressed robot on that spaceship?, | ||||||
|  | whales are just very big fishes, | ||||||
|  | how does a fox sounds like?, | ||||||
|  | i got chased by a witch, | ||||||
|  | there is plankton in the sea, | ||||||
|  | i am a jedi with a laser sword, | ||||||
|  | these stars are forming an interesting constellation, | ||||||
|  | i drunk too much, | ||||||
|  | i just lost my calculator, | ||||||
|  | bigfoot has big feet, | ||||||
| 
 | 
							
								
								
									
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							| @ -0,0 +1,97 @@ | |||||||
|  | 	Unnamed: 0	Sentence	prediction	topic hit	sentiment hit	both	ranked | ||||||
|  | 0	0	Hi how are you?	😁😂😌😎😅😉🙌😀				 | ||||||
|  | 1	1	do you've got time	😌😁😎😂🙌😅😉😀				 | ||||||
|  | 2	2	I go out for party tonight	😂😅😁😌😢😎😉🎁				 | ||||||
|  | 3	3	I'll take the bus or train	😂😅😢😭😔🚆🚄🚅				 | ||||||
|  | 4	4	You look gorgeous in this dress	😌🙌😀😎😁😊👗😤				 | ||||||
|  | 5	5	How hard was the exam	😂😅😁😌😎😉🙌😢				 | ||||||
|  | 6	6	please can you give me some stuff	😂😅😁😉😎😏🥫🧻				 | ||||||
|  | 7	7	whats your name	😂😅😁😢😌😎😉📛				 | ||||||
|  | 8	8	where are you from	😂😅😁😢😌😉😎🙌				 | ||||||
|  | 9	9	what is your favourite color	😌🙌😀😎😁😊😋😉				 | ||||||
|  | 10	10	Do you like to play soccer this evening	😅😂😢😭😁⚽🎴🃏				 | ||||||
|  | 11	11	do you have any pets	😂😅😁😢😌😉😎🙌				 | ||||||
|  | 12	12	I watch television all day	😂😅😢😁⌚⏰🕝🕦				 | ||||||
|  | 13	13	there some fake news but most of the time i dont care	😂😅😁😌😉😎😢🙌				 | ||||||
|  | 14	14	i you fucking kidding	😂😅😢😁😉😎🧒🚸				 | ||||||
|  | 15	15	i we have to hand in our report	😌😁😎🙌👊✊🤜🤛				 | ||||||
|  | 16	16	is the world real	😂😅😁😉😎😌😢😏				 | ||||||
|  | 17	17	i am you father	😂😅😢😭😏🎅🤶🍾				 | ||||||
|  | 18	18	is this a true cite	😂😅😁😌😢😎😉🙌				 | ||||||
|  | 19	19	i like working for my phd	😂😅😢😁😏😭😉🙏				 | ||||||
|  | 20	20	I at the end of my Master studes	😅😂😢😭😔😤🎨🔚				 | ||||||
|  | 21	21	I like chilling with my friends outside	😂😅😁😉😎😌🙏😏				 | ||||||
|  | 22	22	are we allowed to extend our presentation time to 35min	😌😁😂😅😎😉🎁🖕				 | ||||||
|  | 23	23	yes you are because today there no other groups presenting	😌🙌😀😊😎😁😋🎁				 | ||||||
|  | 24	24	i would love if we needn't write a report	😁😂😌😅😎💌🏩🤟				 | ||||||
|  | 25	25	no sorry, you have to wirite one.	😢😭😅😔🔞🤪🕐🔉				 | ||||||
|  | 26	26	ALso Google Docs is not enough, you shell use share latex for your document	😂😅😁😌😎🐚🥩🍕				 | ||||||
|  | 27	27	I'll hope we get a good grade	😁😎😌😉🙅👆👇👈				 | ||||||
|  | 28	28	I'll really could imagine working in NLP in the feature	😂😅😢😁😭😏😉🙏				 | ||||||
|  | 29	29	The weather today is really nice	😂😅😢😭😁🎁🎐🍃				 | ||||||
|  | 30	30	I like to take my dog out for a walk	😅😂😢😭🐕🌭🦊🐺				 | ||||||
|  | 31	31	I am a huge soccer fan	😂😌😁😅😎😉🙌⚽				 | ||||||
|  | 32	32	I just hate bad tutorials	😢😅😂😭😔😤😁😌				 | ||||||
|  | 33	33	I am so glad I bought new shoes yesterday	😁😎😌😉🆘🆕🥿👞				 | ||||||
|  | 34	34	My mom likes ice cream	😌😁😎🙌🍨🍦🍧🤶				 | ||||||
|  | 35	35	This so so much work...	😅😂😢😭😔😁😌🆘				 | ||||||
|  | 36	36	I want to have holidays	😅😂😢😁😭😌😎😉				 | ||||||
|  | 37	37	Please come to my birthday party	😂😁😌😅😎😉🙌🎂				 | ||||||
|  | 38	38	why are some people just not replying to emails	😂😅😁😉😎😌😏📧				 | ||||||
|  | 39	39	I am sick of studying	😢😅😭😂😔😤😁😌				 | ||||||
|  | 40	40	Living in Germany can be expensive	😂😅😢😭😏😔😤🥫				 | ||||||
|  | 41	41	I love my new Iphone	😌😎😁😀🆕💌🏩🌑				 | ||||||
|  | 42	42	Teddy bears are cute	😌🙌😀😁😎😊🐻🧸				 | ||||||
|  | 43	43	The sun is shining today	😂😅😁😉🌃💅🎁🌠				 | ||||||
|  | 44	44	I am really stressed out	😅😢😂😭😔😤😁😏				 | ||||||
|  | 45	45	Mensa food is disgusting	😂😅😁😌🍲🥫🥘😋				 | ||||||
|  | 46	46	I am so disappointed of this lecture	😂😅😁😌😎😞🆘😥				 | ||||||
|  | 47	47	I usually take my bike to work	😅😂😁😌🚃🚚🚋🚓				 | ||||||
|  | 48	48	This is so sad, I am almost crying	😢😭😅😔😂😤😩🆘				 | ||||||
|  | 49	49	My car broke down yesterday	😅😂😢😭🚕💔🚖🚋				 | ||||||
|  | 50	50	What is the usual time of study in Germany?	😂😅😢😭😁😔😏😉				 | ||||||
|  | 51	51	I try to eat healthy	😂😅😢😁😌😉😎😭				 | ||||||
|  | 52	52	Seeing people getting good marks with no effort, makes me angry	😂😅😁😢❌💋🎼🙅				 | ||||||
|  | 53	53	Live long and prosper	😂😅😢😁😌😉😎😭				 | ||||||
|  | 54	54	i love books about wizards	😁😌😎😉📚📁💌🏩				 | ||||||
|  | 55	55	No one understands me	😂😅😁😢🔞🤪🕐🔉				 | ||||||
|  | 56	56	Why do we even have to study?	😅😂😢😁😭😌😉😎				 | ||||||
|  | 57	57	Tonight I will go drinking	😂😅😢😁😌😉🎁🍹				 | ||||||
|  | 58	58	Lets have a party	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 59	59	I dont think there is any bias in these sentences	😂😅😁😌😎😉😢🤔				 | ||||||
|  | 60	60	I really like to get this freedom in our work	😅😂😢😭👆👇👉👈				 | ||||||
|  | 61	61	No one will care anyway	😂😁😅😉🔞🤪🕐🔉				 | ||||||
|  | 62	62	worth it?	🙌😌😀😊😎😋😁😍				 | ||||||
|  | 63	63	I really thought this will be a hard semester	😅😂😢😭😔🚧👷💭				 | ||||||
|  | 64	64	its hard for a schedule to fit all the expectations	😌😁😎🙌😀😉😋😊				 | ||||||
|  | 65	65	dont have enough time for all the sport i want to do	😂😅😁😌😉😎😢🏅				 | ||||||
|  | 66	66	all in all i cant imagine how we are able to stay motivated 	😂😅😢😁😉😌😎😭				 | ||||||
|  | 67	67	do you prefere star wars or star trek	😌🙌😀😊🌞🌟🌃🌠				 | ||||||
|  | 68	68	Mr. Spock is the best!!	😌😂😁😅😎😉🙌😀				 | ||||||
|  | 69	69	I would like to live in the US	😂😅😢😁😌😉😎🌎				 | ||||||
|  | 70	70	Studying is so much fun!! 	😂😁😉😅😎😌🙏🆘				 | ||||||
|  | 71	71	I dont think so at all ...	😂😌😅😁😎😉🆘🤔				 | ||||||
|  | 72	72	i think all the effort will pay off	😂😅😢😁😌😭😉🤔				 | ||||||
|  | 73	73	take a flight to ibiza	😂😅😢😭😏😁😉🙏				 | ||||||
|  | 74	74	better eating a kebab or a burger	😂😅😁😢😌😎😉🙌				 | ||||||
|  | 75	75	nothing at all i hate meat	😢😭😅😂😔😤🥩🍖				 | ||||||
|  | 76	76	jesus christ!	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 77	77	so what do you prefere to eat?	😂😅😢😁😭😌😉🆘				 | ||||||
|  | 78	78	pizza or a different heathy meal	😂😁😅😌😎😉🙌🍕				 | ||||||
|  | 79	79	oh dear, you kidding	😌😁😎🙌😉😀🧒🚸				 | ||||||
|  | 80	80	Donald Trump met Putin outside the USA	😂😅😢😭😁😏😉🌎				 | ||||||
|  | 81	81	Who constructed this bridge	😌🙌😁😀😎🚧👷💭				 | ||||||
|  | 82	82	I think this church is the largest in town	😁😌😎🙌😉😀⛪🤔				 | ||||||
|  | 83	83	you have to lost a bet to argue why you have this horrible hair cut	😅😂😢😭🥩👱🤨🦳				 | ||||||
|  | 84	84	hopefully we will have wolrd peace in feature	😂😅😁😉😎😌🙏😏				 | ||||||
|  | 85	85	so we can focus on mor important projects in our world	😁😌😂😎😉😅🥫🆘				 | ||||||
|  | 86	86	yes, climate change is real	😂😅😁😉😢😌😎😏				 | ||||||
|  | 87	87	do you will recommend this nlp lab	😁😎😉😌😀🙌😋🥼				 | ||||||
|  | 88	88	jonas have to focus on his oral exam tomorrow	😌😁😅😂😎🙌😀😉				 | ||||||
|  | 89	89	i wish you all the best	😂😅😁😌😎😉😢🙌				 | ||||||
|  | 90	90	happy bithday darling	😁😌😂😎😅😉🙌😀				 | ||||||
|  | 91	91	i love mixing beer and wine with a shot of tequila	😅😂😢😭🏩🍷🍺💌				 | ||||||
|  | 92	92	i love you this much my heart will broke if you leave me	😅😂😢😁💔💝💜💛				 | ||||||
|  | 93	93	does everybody understand my true feelings	😂😁😅😉😎😌🙌😀				 | ||||||
|  | 94	94	i think many people will read this and will be confused later	😂😅😁😌😎😉🙌🤔				 | ||||||
|  | 95	95	buying a red car will be more expensive	😂😅😁😉🚕🚃🍎🚋				 | ||||||
| 
 | 
							
								
								
									
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							| @ -0,0 +1,97 @@ | |||||||
|  | 	Unnamed: 0	Sentence	prediction	topic hit	sentiment hit	both	ranked | ||||||
|  | 0	0	Hi how are you?	😌🙌😀😎😁😊😋😍				 | ||||||
|  | 1	1	do you've got time	😂😅😢😁😭😌😉😎				 | ||||||
|  | 2	2	I go out for party tonight	😁😂😌😎😅😉🙌🎁				 | ||||||
|  | 3	3	I'll take the bus or train	😅😂😢😁😌🚆🚄🚅				 | ||||||
|  | 4	4	You look gorgeous in this dress	😍😘😊😋🙌😀👗😤				 | ||||||
|  | 5	5	How hard was the exam	😅😢😂😭😔😤😁😌				 | ||||||
|  | 6	6	please can you give me some stuff	😅😢😂😭😔😤🥫🧻				 | ||||||
|  | 7	7	whats your name	😂😅😢😁😌😉😎😭				 | ||||||
|  | 8	8	where are you from	😂😅😁😌😎😉😢🙌				 | ||||||
|  | 9	9	what is your favourite color	🙌😀😊😋😌😍😎😘				 | ||||||
|  | 10	10	Do you like to play soccer this evening	😂😅😁😌😎⚽🎴🃏				 | ||||||
|  | 11	11	do you have any pets	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 12	12	I watch television all day	😂😅😁😌😎😉⌚⏰				 | ||||||
|  | 13	13	there some fake news but most of the time i dont care	😂😅😢😁😭😉😌😎				 | ||||||
|  | 14	14	i you fucking kidding	😅😂😢😭😔😁🧒🚸				 | ||||||
|  | 15	15	i we have to hand in our report	😂😅😢😁👊✊🤜🤛				 | ||||||
|  | 16	16	is the world real	😂😅😁😢😉😌😎😏				 | ||||||
|  | 17	17	i am you father	😂😅😁😌😉🎅🤶🍾				 | ||||||
|  | 18	18	is this a true cite	😂😅😢😁😉😌😎😭				 | ||||||
|  | 19	19	i like working for my phd	😅😂😢😭😁😌😔😉				 | ||||||
|  | 20	20	I at the end of my Master studes	😂😁😅😎😉😌🙌🎨				 | ||||||
|  | 21	21	I like chilling with my friends outside	😅😂😢😁😌😎😉😭				 | ||||||
|  | 22	22	are we allowed to extend our presentation time to 35min	😅😂😢😭😁😌🎁🖕				 | ||||||
|  | 23	23	yes you are because today there no other groups presenting	😂😁😅😌😎😉🙌🎁				 | ||||||
|  | 24	24	i would love if we needn't write a report	😂😅😁😌😎🏩💌🤟				 | ||||||
|  | 25	25	no sorry, you have to wirite one.	😂😅😢😁🔞🤪🤨🙋				 | ||||||
|  | 26	26	ALso Google Docs is not enough, you shell use share latex for your document	😂😅😁😌😎🍕🥩🐚				 | ||||||
|  | 27	27	I'll hope we get a good grade	😂😅😁😌🙅👇👆👈				 | ||||||
|  | 28	28	I'll really could imagine working in NLP in the feature	😅😂😢😭😁😌😉😎				 | ||||||
|  | 29	29	The weather today is really nice	😂😅😁😌😎🎁🎐🍃				 | ||||||
|  | 30	30	I like to take my dog out for a walk	😂😅😢😁🐕🌭🦊🐺				 | ||||||
|  | 31	31	I am a huge soccer fan	😌😁😎🙌😉😂😀⚽				 | ||||||
|  | 32	32	I just hate bad tutorials	😢😭😅😔😂😤😩😒				 | ||||||
|  | 33	33	I am so glad I bought new shoes yesterday	😁😌😂😎👠👟👞🥿				 | ||||||
|  | 34	34	My mom likes ice cream	😂😅😢😁🍨🍦🍧🔮				 | ||||||
|  | 35	35	This so so much work...	😅😂😢😭😔😁😤😌				 | ||||||
|  | 36	36	I want to have holidays	😢😭😅😔😂😤😩😒				 | ||||||
|  | 37	37	Please come to my birthday party	😂😁😅😌😎😉🙌🎂				 | ||||||
|  | 38	38	why are some people just not replying to emails	😅😂😢😭😔😁😤📧				 | ||||||
|  | 39	39	I am sick of studying	😢😭😅😔😂😤😩😒				 | ||||||
|  | 40	40	Living in Germany can be expensive	😅😂😢😭😁😔😌🥫				 | ||||||
|  | 41	41	I love my new Iphone	😌🙌😀😎🏩💌🌚🤟				 | ||||||
|  | 42	42	Teddy bears are cute	😌😁😎🙌😀😉🐻🧸				 | ||||||
|  | 43	43	The sun is shining today	😌🙌😀😎🎁🌟🌞🌃				 | ||||||
|  | 44	44	I am really stressed out	😢😭😔😅😤😂😩😒				 | ||||||
|  | 45	45	Mensa food is disgusting	😢😅😭😂🥫🍲🥘😋				 | ||||||
|  | 46	46	I am so disappointed of this lecture	😅😂😢😭😔😁😞😥				 | ||||||
|  | 47	47	I usually take my bike to work	😂😅😁😢🚃🚋🚚🚓				 | ||||||
|  | 48	48	This is so sad, I am almost crying	😢😅😭😔😂😤😁😩				 | ||||||
|  | 49	49	My car broke down yesterday	😅😂😢😭🚕🚃💔🚚				 | ||||||
|  | 50	50	What is the usual time of study in Germany?	😂😁😅😌😎😉🙌😀				 | ||||||
|  | 51	51	I try to eat healthy	😁😌😎😂😉😅🙌😀				 | ||||||
|  | 52	52	Seeing people getting good marks with no effort, makes me angry	😅😂😢😁🎼💋❌🙅				 | ||||||
|  | 53	53	Live long and prosper	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 54	54	i love books about wizards	😌😁😎🙌📚🏩📕📖				 | ||||||
|  | 55	55	No one understands me	😅😂😢😭🔞🤪🤨🙋				 | ||||||
|  | 56	56	Why do we even have to study?	😅😢😂😭😔😤😁😌				 | ||||||
|  | 57	57	Tonight I will go drinking	😂😅😁😢😌😎🎁🍹				 | ||||||
|  | 58	58	Lets have a party	😂😁😌😎😅😉🙌😀				 | ||||||
|  | 59	59	I dont think there is any bias in these sentences	😅😂😢😭😁😔😌🤔				 | ||||||
|  | 60	60	I really like to get this freedom in our work	😅😂😢😁👇👆👈👉				 | ||||||
|  | 61	61	No one will care anyway	😂😅😁😌🔞🤪🤨🙋				 | ||||||
|  | 62	62	worth it?	😁😌😎😉🙌😀😂😋				 | ||||||
|  | 63	63	I really thought this will be a hard semester	😅😢😂😭😔💭🚧👷				 | ||||||
|  | 64	64	its hard for a schedule to fit all the expectations	😅😂😢😁😭😌😎😉				 | ||||||
|  | 65	65	dont have enough time for all the sport i want to do	😅😂😢😭😔😁😌🏅				 | ||||||
|  | 66	66	all in all i cant imagine how we are able to stay motivated 	😅😂😢😭😔😁😌😉				 | ||||||
|  | 67	67	do you prefere star wars or star trek	😂😁😅😌🌟🌞🌃⛅				 | ||||||
|  | 68	68	Mr. Spock is the best!!	😌🙌😎😀😁😋😉😊				 | ||||||
|  | 69	69	I would like to live in the US	😂😅😁😌😎😉😢🌎				 | ||||||
|  | 70	70	Studying is so much fun!! 	😂😅😁😌😉😎😢🙌				 | ||||||
|  | 71	71	I dont think so at all ...	😅😂😢😭😔😁😌🤔				 | ||||||
|  | 72	72	i think all the effort will pay off	😂😅😁😉😌😎😢🤔				 | ||||||
|  | 73	73	take a flight to ibiza	😂😅😁😌😢😎😉🙌				 | ||||||
|  | 74	74	better eating a kebab or a burger	😂😅😁😌😎😉😢🙌				 | ||||||
|  | 75	75	nothing at all i hate meat	😢😅😭😂😔😤🍖🥩				 | ||||||
|  | 76	76	jesus christ!	😂😁😅😉😎😌🙏😏				 | ||||||
|  | 77	77	so what do you prefere to eat?	😂😅😁😢😌😉😎😏				 | ||||||
|  | 78	78	pizza or a different heathy meal	😂😁😅😌😎😉🙌🍕				 | ||||||
|  | 79	79	oh dear, you kidding	😂😅😁😌😎😉🧒🚸				 | ||||||
|  | 80	80	Donald Trump met Putin outside the USA	😂😅😁😉😎😌😢🌎				 | ||||||
|  | 81	81	Who constructed this bridge	😂😅😁😢😌💭🚧👷				 | ||||||
|  | 82	82	I think this church is the largest in town	😂😅😢😁😉😌⛪🤔				 | ||||||
|  | 83	83	you have to lost a bet to argue why you have this horrible hair cut	😅😂😢😭😔🥩👱🤨				 | ||||||
|  | 84	84	hopefully we will have wolrd peace in feature	😂😅😁😉😎😏🙏😌				 | ||||||
|  | 85	85	so we can focus on mor important projects in our world	😎😁😌😀😉🙌😋🥫				 | ||||||
|  | 86	86	yes, climate change is real	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 87	87	do you will recommend this nlp lab	😂😁😅😌😎😉🙌🥼				 | ||||||
|  | 88	88	jonas have to focus on his oral exam tomorrow	😂😅😢😁😌😉😎😭				 | ||||||
|  | 89	89	i wish you all the best	😂😅😁😌😎😉😢🙌				 | ||||||
|  | 90	90	happy bithday darling	🙌😀😌😊😋😎😍😁				 | ||||||
|  | 91	91	i love mixing beer and wine with a shot of tequila	😌😁😎😂🏩🍷🍺💌				 | ||||||
|  | 92	92	i love you this much my heart will broke if you leave me	😅😂😢😭💔💓💕💘				 | ||||||
|  | 93	93	does everybody understand my true feelings	😅😂😢😭😔😁😤😌				 | ||||||
|  | 94	94	i think many people will read this and will be confused later	😂😅😢😁😭😉😌🤔				 | ||||||
|  | 95	95	buying a red car will be more expensive	😢😅😭😂🚕🍎🚃🚚				 | ||||||
| 
 | 
							
								
								
									
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							| @ -0,0 +1,97 @@ | |||||||
|  | 	Unnamed: 0	Sentence	prediction	topic hit	sentiment hit	both	ranked | ||||||
|  | 0	0	Hi how are you?	😌🙌😀😎😁😊😋😍				 | ||||||
|  | 1	1	do you've got time	😂😅😢😁😭😌😉😎				 | ||||||
|  | 2	2	I go out for party tonight	😁😂😌😎😅😉🙌😀				 | ||||||
|  | 3	3	I'll take the bus or train	😅😂😢😁😌🚆🚄🚅				 | ||||||
|  | 4	4	You look gorgeous in this dress	😍😘😊😋🙌😀👗😤				 | ||||||
|  | 5	5	How hard was the exam	😅😢😂😭😔😤😁😌				 | ||||||
|  | 6	6	please can you give me some stuff	😅😢😂😭😔😤😁😌				 | ||||||
|  | 7	7	whats your name	😂😅😢😁😌😉😎😭				 | ||||||
|  | 8	8	where are you from	😂😅😁😌😎😉😢🙌				 | ||||||
|  | 9	9	what is your favourite color	🙌😀😊😋😌😍😎😘				 | ||||||
|  | 10	10	Do you like to play soccer this evening	😂😅😁😌😎😉🙌⚽				 | ||||||
|  | 11	11	do you have any pets	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 12	12	I watch television all day	😂😅😁😌😎😉🙌⌚				 | ||||||
|  | 13	13	there some fake news but most of the time i dont care	😂😅😢😁😭😉😌😎				 | ||||||
|  | 14	14	i you fucking kidding	😅😂😢😭😔😁😤😌				 | ||||||
|  | 15	15	i we have to hand in our report	😂😅😢😁✋🤙🤟👊				 | ||||||
|  | 16	16	is the world real	😂😅😁😢😉😌😎😏				 | ||||||
|  | 17	17	i am you father	😂😅😁😌😉😎🙌🎅				 | ||||||
|  | 18	18	is this a true cite	😂😅😢😁😉😌😎😭				 | ||||||
|  | 19	19	i like working for my phd	😅😂😢😭😁😌😔😉				 | ||||||
|  | 20	20	I at the end of my Master studes	😂😁😅😎😉😌🙌😀				 | ||||||
|  | 21	21	I like chilling with my friends outside	😅😂😢😁😌😎😉😭				 | ||||||
|  | 22	22	are we allowed to extend our presentation time to 35min	😅😂😢😭😁😌😉🎁				 | ||||||
|  | 23	23	yes you are because today there no other groups presenting	😂😁😅😌😎😉🙌🎁				 | ||||||
|  | 24	24	i would love if we needn't write a report	😂😅😁😌😎🏩💌🤟				 | ||||||
|  | 25	25	no sorry, you have to wirite one.	😂😅😢😁🔞🤪🤨🙋				 | ||||||
|  | 26	26	ALso Google Docs is not enough, you shell use share latex for your document	😂😅😁😌😎😉🙌🐚				 | ||||||
|  | 27	27	I'll hope we get a good grade	😂😅😁😌😎😉🙌🙅				 | ||||||
|  | 28	28	I'll really could imagine working in NLP in the feature	😅😂😢😭😁😌😉😎				 | ||||||
|  | 29	29	The weather today is really nice	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 30	30	I like to take my dog out for a walk	😂😅😢😁😭🐕🌭🐶				 | ||||||
|  | 31	31	I am a huge soccer fan	😌😁😎🙌😉😂😀⚽				 | ||||||
|  | 32	32	I just hate bad tutorials	😢😭😅😔😂😤😩😒				 | ||||||
|  | 33	33	I am so glad I bought new shoes yesterday	😁😌😂😎👟👠👞🥿				 | ||||||
|  | 34	34	My mom likes ice cream	😂😅😢😁🍨🍦🍧🏒				 | ||||||
|  | 35	35	This so so much work...	😅😂😢😭😔😁😤😌				 | ||||||
|  | 36	36	I want to have holidays	😢😭😅😔😂😤😩😒				 | ||||||
|  | 37	37	Please come to my birthday party	😂😁😅😌😎😉🙌🎂				 | ||||||
|  | 38	38	why are some people just not replying to emails	😅😂😢😭😔😁😤😌				 | ||||||
|  | 39	39	I am sick of studying	😢😭😅😔😂😤😩😒				 | ||||||
|  | 40	40	Living in Germany can be expensive	😅😂😢😭😁😔😌😉				 | ||||||
|  | 41	41	I love my new Iphone	😌🙌😀😎🏩💌🌚🤟				 | ||||||
|  | 42	42	Teddy bears are cute	😌😁😎🙌😀😉🐻🧸				 | ||||||
|  | 43	43	The sun is shining today	😌🙌😀😎😁😊🌞⛅				 | ||||||
|  | 44	44	I am really stressed out	😢😭😔😅😤😂😩😒				 | ||||||
|  | 45	45	Mensa food is disgusting	😢😅😭😂🥫🍲🥘😋				 | ||||||
|  | 46	46	I am so disappointed of this lecture	😅😂😢😭😔😁😤😌				 | ||||||
|  | 47	47	I usually take my bike to work	😂😅😁😢😌😉😎😏				 | ||||||
|  | 48	48	This is so sad, I am almost crying	😢😅😭😔😂😤😁😩				 | ||||||
|  | 49	49	My car broke down yesterday	😅😂😢😭🚃🚋🚓🚔				 | ||||||
|  | 50	50	What is the usual time of study in Germany?	😂😁😅😌😎😉🙌😀				 | ||||||
|  | 51	51	I try to eat healthy	😁😌😎😂😉😅🙌😀				 | ||||||
|  | 52	52	Seeing people getting good marks with no effort, makes me angry	😅😂😢😁❌💋🙅❗				 | ||||||
|  | 53	53	Live long and prosper	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 54	54	i love books about wizards	😌😁😎🙌📚🏩📕📖				 | ||||||
|  | 55	55	No one understands me	😅😂😢😭🔞🤪🤨🙋				 | ||||||
|  | 56	56	Why do we even have to study?	😅😢😂😭😔😤😁😌				 | ||||||
|  | 57	57	Tonight I will go drinking	😂😅😁😢😌😎😉🍹				 | ||||||
|  | 58	58	Lets have a party	😂😁😌😎😅😉🙌😀				 | ||||||
|  | 59	59	I dont think there is any bias in these sentences	😅😂😢😭😁😔😌😉				 | ||||||
|  | 60	60	I really like to get this freedom in our work	😅😂😢😁😭😌😎😉				 | ||||||
|  | 61	61	No one will care anyway	😂😅😁😌🔞🤪🤨🙋				 | ||||||
|  | 62	62	worth it?	😁😌😎😉🙌😀😂😋				 | ||||||
|  | 63	63	I really thought this will be a hard semester	😅😢😂😭😔😤😁💭				 | ||||||
|  | 64	64	its hard for a schedule to fit all the expectations	😅😂😢😁😭😌😎😉				 | ||||||
|  | 65	65	dont have enough time for all the sport i want to do	😅😂😢😭😔😁😌😤				 | ||||||
|  | 66	66	all in all i cant imagine how we are able to stay motivated 	😅😂😢😭😔😁😌😉				 | ||||||
|  | 67	67	do you prefere star wars or star trek	😂😁😅😌🌟🌃⭐🤩				 | ||||||
|  | 68	68	Mr. Spock is the best!!	😌🙌😎😀😁😋😉😊				 | ||||||
|  | 69	69	I would like to live in the US	😂😅😁😌😎😉😢🙌				 | ||||||
|  | 70	70	Studying is so much fun!! 	😂😅😁😌😉😎😢🙌				 | ||||||
|  | 71	71	I dont think so at all ...	😅😂😢😭😔😁😌😉				 | ||||||
|  | 72	72	i think all the effort will pay off	😂😅😁😉😌😎😢🙏				 | ||||||
|  | 73	73	take a flight to ibiza	😂😅😁😌😢😎😉🙌				 | ||||||
|  | 74	74	better eating a kebab or a burger	😂😅😁😌😎😉😢🙌				 | ||||||
|  | 75	75	nothing at all i hate meat	😢😅😭😂😔😤🍖🥩				 | ||||||
|  | 76	76	jesus christ!	😂😁😅😉😎😌🙏😏				 | ||||||
|  | 77	77	so what do you prefere to eat?	😂😅😁😢😌😉😎😏				 | ||||||
|  | 78	78	pizza or a different heathy meal	😂😁😅😌😎😉🙌🍕				 | ||||||
|  | 79	79	oh dear, you kidding	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 80	80	Donald Trump met Putin outside the USA	😂😅😁😉😎😌😢🙏				 | ||||||
|  | 81	81	Who constructed this bridge	😂😅😁😢😌😉😎😏				 | ||||||
|  | 82	82	I think this church is the largest in town	😂😅😢😁😉😌😎⛪				 | ||||||
|  | 83	83	you have to lost a bet to argue why you have this horrible hair cut	😅😂😢😭😔😁🥩👱				 | ||||||
|  | 84	84	hopefully we will have wolrd peace in feature	😂😅😁😉😎😏🙏😌				 | ||||||
|  | 85	85	so we can focus on mor important projects in our world	😎😁😌😀😉🙌😋😊				 | ||||||
|  | 86	86	yes, climate change is real	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 87	87	do you will recommend this nlp lab	😂😁😅😌😎😉🙌🥼				 | ||||||
|  | 88	88	jonas have to focus on his oral exam tomorrow	😂😅😢😁😌😉😎😭				 | ||||||
|  | 89	89	i wish you all the best	😂😅😁😌😎😉😢🙌				 | ||||||
|  | 90	90	happy bithday darling	🙌😀😌😊😋😎😍😁				 | ||||||
|  | 91	91	i love mixing beer and wine with a shot of tequila	😌😁😎😂🏩🍷🍺💌				 | ||||||
|  | 92	92	i love you this much my heart will broke if you leave me	😅😂😢😭💓💕💔💘				 | ||||||
|  | 93	93	does everybody understand my true feelings	😅😂😢😭😔😁😤😌				 | ||||||
|  | 94	94	i think many people will read this and will be confused later	😂😅😢😁😭😉😌😎				 | ||||||
|  | 95	95	buying a red car will be more expensive	😢😅😭😂🚃🚓🚋🍎				 | ||||||
| 
 | 
							
								
								
									
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							| @ -0,0 +1,97 @@ | |||||||
|  | 	Unnamed: 0	Sentence	prediction	topic hit	sentiment hit	both	ranked | ||||||
|  | 0	0	Hi how are you?	😌🙌😀😎😁😊😋😍				 | ||||||
|  | 1	1	do you've got time	😂😅😢😁😭😌😉😎				 | ||||||
|  | 2	2	I go out for party tonight	😁😂😌😎😅😉🙌🎁				 | ||||||
|  | 3	3	I'll take the bus or train	😅😂😢😁😌🚆🚄🚅				 | ||||||
|  | 4	4	You look gorgeous in this dress	😍😘😊😋🙌😀👗😤				 | ||||||
|  | 5	5	How hard was the exam	😅😢😂😭😔😤😁😌				 | ||||||
|  | 6	6	please can you give me some stuff	😅😢😂😭😔😤🥫🧻				 | ||||||
|  | 7	7	whats your name	😂😅😢😁😌😉😎😭				 | ||||||
|  | 8	8	where are you from	😂😅😁😌😎😉😢🙌				 | ||||||
|  | 9	9	what is your favourite color	🙌😀😊😋😌😍😎😘				 | ||||||
|  | 10	10	Do you like to play soccer this evening	😂😅😁😌😎⚽🎴🃏				 | ||||||
|  | 11	11	do you have any pets	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 12	12	I watch television all day	😂😅😁😌😎😉⌚⏰				 | ||||||
|  | 13	13	there some fake news but most of the time i dont care	😂😅😢😁😭😉😌😎				 | ||||||
|  | 14	14	i you fucking kidding	😅😂😢😭😔😁🧒🚸				 | ||||||
|  | 15	15	i we have to hand in our report	😂😅😢😁👊✊🤜🤛				 | ||||||
|  | 16	16	is the world real	😂😅😁😢😉😌😎😏				 | ||||||
|  | 17	17	i am you father	😂😅😁😌😉🎅🤶🍾				 | ||||||
|  | 18	18	is this a true cite	😂😅😢😁😉😌😎😭				 | ||||||
|  | 19	19	i like working for my phd	😅😂😢😭😁😌😔😉				 | ||||||
|  | 20	20	I at the end of my Master studes	😂😁😅😎😉😌🙌🎨				 | ||||||
|  | 21	21	I like chilling with my friends outside	😅😂😢😁😌😎😉😭				 | ||||||
|  | 22	22	are we allowed to extend our presentation time to 35min	😅😂😢😭😁😌🎁🖕				 | ||||||
|  | 23	23	yes you are because today there no other groups presenting	😂😁😅😌😎😉🙌🎁				 | ||||||
|  | 24	24	i would love if we needn't write a report	😂😅😁😌😎🏩💌🤟				 | ||||||
|  | 25	25	no sorry, you have to wirite one.	😂😅😢😁🔞🤪🤨🙋				 | ||||||
|  | 26	26	ALso Google Docs is not enough, you shell use share latex for your document	😂😅😁😌😎🍕🥩🐚				 | ||||||
|  | 27	27	I'll hope we get a good grade	😂😅😁😌🙅👇👆👈				 | ||||||
|  | 28	28	I'll really could imagine working in NLP in the feature	😅😂😢😭😁😌😉😎				 | ||||||
|  | 29	29	The weather today is really nice	😂😅😁😌😎🎁🎐🍃				 | ||||||
|  | 30	30	I like to take my dog out for a walk	😂😅😢😁🐕🌭🦊🐺				 | ||||||
|  | 31	31	I am a huge soccer fan	😌😁😎🙌😉😂😀⚽				 | ||||||
|  | 32	32	I just hate bad tutorials	😢😭😅😔😂😤😩😒				 | ||||||
|  | 33	33	I am so glad I bought new shoes yesterday	😁😌😂😎👠👟👞🥿				 | ||||||
|  | 34	34	My mom likes ice cream	😂😅😢😁🍨🍦🍧🔮				 | ||||||
|  | 35	35	This so so much work...	😅😂😢😭😔😁😤😌				 | ||||||
|  | 36	36	I want to have holidays	😢😭😅😔😂😤😩😒				 | ||||||
|  | 37	37	Please come to my birthday party	😂😁😅😌😎😉🙌🎂				 | ||||||
|  | 38	38	why are some people just not replying to emails	😅😂😢😭😔😁😤📧				 | ||||||
|  | 39	39	I am sick of studying	😢😭😅😔😂😤😩😒				 | ||||||
|  | 40	40	Living in Germany can be expensive	😅😂😢😭😁😔😌🥫				 | ||||||
|  | 41	41	I love my new Iphone	😌🙌😀😎🏩💌🌚🤟				 | ||||||
|  | 42	42	Teddy bears are cute	😌😁😎🙌😀😉🐻🧸				 | ||||||
|  | 43	43	The sun is shining today	😌🙌😀😎🎁🌟🌞🌃				 | ||||||
|  | 44	44	I am really stressed out	😢😭😔😅😤😂😩😒				 | ||||||
|  | 45	45	Mensa food is disgusting	😢😅😭😂🥫🍲🥘😋				 | ||||||
|  | 46	46	I am so disappointed of this lecture	😅😂😢😭😔😁😞😥				 | ||||||
|  | 47	47	I usually take my bike to work	😂😅😁😢🚃🚋🚚🚓				 | ||||||
|  | 48	48	This is so sad, I am almost crying	😢😅😭😔😂😤😁😩				 | ||||||
|  | 49	49	My car broke down yesterday	😅😂😢😭🚕🚃💔🚚				 | ||||||
|  | 50	50	What is the usual time of study in Germany?	😂😁😅😌😎😉🙌😀				 | ||||||
|  | 51	51	I try to eat healthy	😁😌😎😂😉😅🙌😀				 | ||||||
|  | 52	52	Seeing people getting good marks with no effort, makes me angry	😅😂😢😁🎼💋❌🙅				 | ||||||
|  | 53	53	Live long and prosper	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 54	54	i love books about wizards	😌😁😎🙌📚🏩📕📖				 | ||||||
|  | 55	55	No one understands me	😅😂😢😭🔞🤪🤨🙋				 | ||||||
|  | 56	56	Why do we even have to study?	😅😢😂😭😔😤😁😌				 | ||||||
|  | 57	57	Tonight I will go drinking	😂😅😁😢😌😎🎁🍹				 | ||||||
|  | 58	58	Lets have a party	😂😁😌😎😅😉🙌😀				 | ||||||
|  | 59	59	I dont think there is any bias in these sentences	😅😂😢😭😁😔😌🤔				 | ||||||
|  | 60	60	I really like to get this freedom in our work	😅😂😢😁👇👆👈👉				 | ||||||
|  | 61	61	No one will care anyway	😂😅😁😌🔞🤪🤨🙋				 | ||||||
|  | 62	62	worth it?	😁😌😎😉🙌😀😂😋				 | ||||||
|  | 63	63	I really thought this will be a hard semester	😅😢😂😭😔💭🚧👷				 | ||||||
|  | 64	64	its hard for a schedule to fit all the expectations	😅😂😢😁😭😌😎😉				 | ||||||
|  | 65	65	dont have enough time for all the sport i want to do	😅😂😢😭😔😁😌🏅				 | ||||||
|  | 66	66	all in all i cant imagine how we are able to stay motivated 	😅😂😢😭😔😁😌😉				 | ||||||
|  | 67	67	do you prefere star wars or star trek	😂😁😅😌🌟🌞🌃⛅				 | ||||||
|  | 68	68	Mr. Spock is the best!!	😌🙌😎😀😁😋😉😊				 | ||||||
|  | 69	69	I would like to live in the US	😂😅😁😌😎😉😢🌎				 | ||||||
|  | 70	70	Studying is so much fun!! 	😂😅😁😌😉😎😢🙌				 | ||||||
|  | 71	71	I dont think so at all ...	😅😂😢😭😔😁😌🤔				 | ||||||
|  | 72	72	i think all the effort will pay off	😂😅😁😉😌😎😢🤔				 | ||||||
|  | 73	73	take a flight to ibiza	😂😅😁😌😢😎😉🙌				 | ||||||
|  | 74	74	better eating a kebab or a burger	😂😅😁😌😎😉😢🙌				 | ||||||
|  | 75	75	nothing at all i hate meat	😢😅😭😂😔😤🍖🥩				 | ||||||
|  | 76	76	jesus christ!	😂😁😅😉😎😌🙏😏				 | ||||||
|  | 77	77	so what do you prefere to eat?	😂😅😁😢😌😉😎😏				 | ||||||
|  | 78	78	pizza or a different heathy meal	😂😁😅😌😎😉🙌🍕				 | ||||||
|  | 79	79	oh dear, you kidding	😂😅😁😌😎😉🧒🚸				 | ||||||
|  | 80	80	Donald Trump met Putin outside the USA	😂😅😁😉😎😌😢🌎				 | ||||||
|  | 81	81	Who constructed this bridge	😂😅😁😢😌💭🚧👷				 | ||||||
|  | 82	82	I think this church is the largest in town	😂😅😢😁😉😌⛪🤔				 | ||||||
|  | 83	83	you have to lost a bet to argue why you have this horrible hair cut	😅😂😢😭😔🥩👱🤨				 | ||||||
|  | 84	84	hopefully we will have wolrd peace in feature	😂😅😁😉😎😏🙏😌				 | ||||||
|  | 85	85	so we can focus on mor important projects in our world	😎😁😌😀😉🙌😋🥫				 | ||||||
|  | 86	86	yes, climate change is real	😂😅😁😌😎😉🙌😀				 | ||||||
|  | 87	87	do you will recommend this nlp lab	😂😁😅😌😎😉🙌🥼				 | ||||||
|  | 88	88	jonas have to focus on his oral exam tomorrow	😂😅😢😁😌😉😎😭				 | ||||||
|  | 89	89	i wish you all the best	😂😅😁😌😎😉😢🙌				 | ||||||
|  | 90	90	happy bithday darling	🙌😀😌😊😋😎😍😁				 | ||||||
|  | 91	91	i love mixing beer and wine with a shot of tequila	😌😁😎😂🏩🍷🍺💌				 | ||||||
|  | 92	92	i love you this much my heart will broke if you leave me	😅😂😢😭💔💓💕💘				 | ||||||
|  | 93	93	does everybody understand my true feelings	😅😂😢😭😔😁😤😌				 | ||||||
|  | 94	94	i think many people will read this and will be confused later	😂😅😢😁😭😉😌🤔				 | ||||||
|  | 95	95	buying a red car will be more expensive	😢😅😭😂🚕🍎🚃🚚				 | ||||||
| 
 | 
| @ -58,7 +58,7 @@ | |||||||
|    "source": [ |    "source": [ | ||||||
|     "#locally defined based on the first analysis of parts of our twitter data: resulting in the 20 most used emojis\n", |     "#locally defined based on the first analysis of parts of our twitter data: resulting in the 20 most used emojis\n", | ||||||
|     "#we used them for our first approaches of prediction\n", |     "#we used them for our first approaches of prediction\n", | ||||||
|     "top_emojis = ['😂','😭','😍','😩','😊','😘','🙏','🙌','😉','😁','😅','😎','😢','😒','😏','😌','😔','😋','😀','😤']\n", |     "top_emojis = list(\"😳😋😀😌😏😔😒😎😢😅😁😉🙌🙏😘😊😩😍😭😂\")\n", | ||||||
|     "#possible initial set of predictions, only used in naive test cases\n", |     "#possible initial set of predictions, only used in naive test cases\n", | ||||||
|     "predictions = [\"🤐\",\"🤑\",\"🤒\",\"🤓\",\"🤔\",\"🤕\",\"🤗\",\"🤘\"]" |     "predictions = [\"🤐\",\"🤑\",\"🤒\",\"🤓\",\"🤔\",\"🤕\",\"🤗\",\"🤘\"]" | ||||||
|    ] |    ] | ||||||
| @ -107,7 +107,7 @@ | |||||||
|     "\n", |     "\n", | ||||||
|     "\n", |     "\n", | ||||||
|     "import simple_approach.simple_twitter_learning as stl\n", |     "import simple_approach.simple_twitter_learning as stl\n", | ||||||
|     "clf_advanced = stl.pipeline_manager.load_from_pipeline_file(\"/Users/Carsten/DataSets/NLP_LAB/tfidf_final/final_epoch01.pipeline\")\n", |     "clf_advanced = stl.pipeline_manager.load_from_pipeline_file(\"/Users/Carsten/DataSets/NLP_LAB/d2v_final/test_d2v_e2.pipeline\")\n", | ||||||
|     "\n", |     "\n", | ||||||
|     "import Tools.Emoji_Distance as ed" |     "import Tools.Emoji_Distance as ed" | ||||||
|    ] |    ] | ||||||
| @ -187,7 +187,7 @@ | |||||||
|     "    number_naive = round((1-split)*number)\n", |     "    number_naive = round((1-split)*number)\n", | ||||||
|     "    \n", |     "    \n", | ||||||
|     "    #predict emojis with the naive approach\n", |     "    #predict emojis with the naive approach\n", | ||||||
|     "    prediction_naive , prediction_naive_values = clf_naive.predict(sentence = msg, lookup= tmp_dict, n = number_naive, embeddings = \"wordnet\", stem = True)\n", |     "    prediction_naive , prediction_naive_values = clf_naive.predict(sentence = msg, lookup= tmp_dict, n = number_naive, embeddings = \"word2Vec\", stem = True)\n", | ||||||
|     "\n", |     "\n", | ||||||
|     "    #filter 0 values\n", |     "    #filter 0 values\n", | ||||||
|     "    tmp1 = []\n", |     "    tmp1 = []\n", | ||||||
| @ -285,45 +285,51 @@ | |||||||
|        "      <th></th>\n", |        "      <th></th>\n", | ||||||
|        "      <th>Sentence</th>\n", |        "      <th>Sentence</th>\n", | ||||||
|        "      <th>prediction</th>\n", |        "      <th>prediction</th>\n", | ||||||
|  |        "      <th>label</th>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "  </thead>\n", |        "  </thead>\n", | ||||||
|        "  <tbody>\n", |        "  <tbody>\n", | ||||||
|        "    <tr>\n", |        "    <tr>\n", | ||||||
|        "      <th>0</th>\n", |        "      <th>0</th>\n", | ||||||
|        "      <td>i like computer games</td>\n", |        "      <td>I am so happy</td>\n", | ||||||
|        "      <td>NaN</td>\n", |        "      <td>NaN</td>\n", | ||||||
|  |        "      <td>p</td>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "    <tr>\n", |        "    <tr>\n", | ||||||
|        "      <th>1</th>\n", |        "      <th>1</th>\n", | ||||||
|        "      <td>it is great weather for using the swimming pool</td>\n", |        "      <td>i love my life</td>\n", | ||||||
|        "      <td>NaN</td>\n", |        "      <td>NaN</td>\n", | ||||||
|  |        "      <td>p</td>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "    <tr>\n", |        "    <tr>\n", | ||||||
|        "      <th>2</th>\n", |        "      <th>2</th>\n", | ||||||
|        "      <td>old cars are this loud</td>\n", |        "      <td>i really like this sunshine</td>\n", | ||||||
|        "      <td>NaN</td>\n", |        "      <td>NaN</td>\n", | ||||||
|  |        "      <td>p</td>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "    <tr>\n", |        "    <tr>\n", | ||||||
|        "      <th>3</th>\n", |        "      <th>3</th>\n", | ||||||
|        "      <td>i hear a plane above our house</td>\n", |        "      <td>while doing sport i feel  free</td>\n", | ||||||
|        "      <td>NaN</td>\n", |        "      <td>NaN</td>\n", | ||||||
|  |        "      <td>p</td>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "    <tr>\n", |        "    <tr>\n", | ||||||
|        "      <th>4</th>\n", |        "      <th>4</th>\n", | ||||||
|        "      <td>these are really cute pets</td>\n", |        "      <td>i is terrible to learn when the weather is thi...</td>\n", | ||||||
|        "      <td>NaN</td>\n", |        "      <td>NaN</td>\n", | ||||||
|  |        "      <td>n</td>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "  </tbody>\n", |        "  </tbody>\n", | ||||||
|        "</table>\n", |        "</table>\n", | ||||||
|        "</div>" |        "</div>" | ||||||
|       ], |       ], | ||||||
|       "text/plain": [ |       "text/plain": [ | ||||||
|        "                                          Sentence  prediction\n", |        "                                            Sentence  prediction label\n", | ||||||
|        "0                            i like computer games         NaN\n", |        "0                                      I am so happy         NaN     p\n", | ||||||
|        "1  it is great weather for using the swimming pool         NaN\n", |        "1                                     i love my life         NaN     p\n", | ||||||
|        "2                           old cars are this loud         NaN\n", |        "2                        i really like this sunshine         NaN     p\n", | ||||||
|        "3                   i hear a plane above our house         NaN\n", |        "3                     while doing sport i feel  free         NaN     p\n", | ||||||
|        "4                       these are really cute pets         NaN" |        "4  i is terrible to learn when the weather is thi...         NaN     n" | ||||||
|       ] |       ] | ||||||
|      }, |      }, | ||||||
|      "execution_count": 9, |      "execution_count": 9, | ||||||
| @ -334,7 +340,7 @@ | |||||||
|    "source": [ |    "source": [ | ||||||
|     "# get table\n", |     "# get table\n", | ||||||
|     "import pandas as pd\n", |     "import pandas as pd\n", | ||||||
|     "df = pd.read_csv(\"Evaluation Sentences - Topic related sentences.csv\")#, sep=\"\\t\")\n", |     "df = pd.read_csv(\"Evaluation Sentences - Sentiment related sentences.csv\")#, sep=\"\\t\")\n", | ||||||
|     "df.head()" |     "df.head()" | ||||||
|    ] |    ] | ||||||
|   }, |   }, | ||||||
| @ -389,45 +395,51 @@ | |||||||
|        "      <th></th>\n", |        "      <th></th>\n", | ||||||
|        "      <th>Sentence</th>\n", |        "      <th>Sentence</th>\n", | ||||||
|        "      <th>prediction</th>\n", |        "      <th>prediction</th>\n", | ||||||
|  |        "      <th>label</th>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "  </thead>\n", |        "  </thead>\n", | ||||||
|        "  <tbody>\n", |        "  <tbody>\n", | ||||||
|        "    <tr>\n", |        "    <tr>\n", | ||||||
|        "      <th>0</th>\n", |        "      <th>0</th>\n", | ||||||
|        "      <td>i like computer games</td>\n", |        "      <td>I am so happy</td>\n", | ||||||
|        "      <td>😅😂😢😭😁😌🎮🎲</td>\n", |        "      <td>😂😅😢😳😁😌😉😎</td>\n", | ||||||
|  |        "      <td>p</td>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "    <tr>\n", |        "    <tr>\n", | ||||||
|        "      <th>1</th>\n", |        "      <th>1</th>\n", | ||||||
|        "      <td>it is great weather for using the swimming pool</td>\n", |        "      <td>i love my life</td>\n", | ||||||
|        "      <td>😌😁😎🙌😀😉🎐🍃</td>\n", |        "      <td>😅😂😢😳😁🏩💌🤟</td>\n", | ||||||
|  |        "      <td>p</td>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "    <tr>\n", |        "    <tr>\n", | ||||||
|        "      <th>2</th>\n", |        "      <th>2</th>\n", | ||||||
|        "      <td>old cars are this loud</td>\n", |        "      <td>i really like this sunshine</td>\n", | ||||||
|        "      <td>😅😂😢😭🚕🚃🚚🚋</td>\n", |        "      <td>😅😂😢😳😭😁😌😔</td>\n", | ||||||
|  |        "      <td>p</td>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "    <tr>\n", |        "    <tr>\n", | ||||||
|        "      <th>3</th>\n", |        "      <th>3</th>\n", | ||||||
|        "      <td>i hear a plane above our house</td>\n", |        "      <td>while doing sport i feel  free</td>\n", | ||||||
|        "      <td>😅😂😢😭😁😔😌😉</td>\n", |        "      <td>😂😅😁😌😉😎😳😢</td>\n", | ||||||
|  |        "      <td>p</td>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "    <tr>\n", |        "    <tr>\n", | ||||||
|        "      <th>4</th>\n", |        "      <th>4</th>\n", | ||||||
|        "      <td>these are really cute pets</td>\n", |        "      <td>i is terrible to learn when the weather is thi...</td>\n", | ||||||
|        "      <td>😂😅😁😌😎😉🙌😀</td>\n", |        "      <td>😂😅😁😉😌😎😳🙅</td>\n", | ||||||
|  |        "      <td>n</td>\n", | ||||||
|        "    </tr>\n", |        "    </tr>\n", | ||||||
|        "  </tbody>\n", |        "  </tbody>\n", | ||||||
|        "</table>\n", |        "</table>\n", | ||||||
|        "</div>" |        "</div>" | ||||||
|       ], |       ], | ||||||
|       "text/plain": [ |       "text/plain": [ | ||||||
|        "                                          Sentence prediction\n", |        "                                            Sentence prediction label\n", | ||||||
|        "0                            i like computer games   😅😂😢😭😁😌🎮🎲\n", |        "0                                      I am so happy   😂😅😢😳😁😌😉😎     p\n", | ||||||
|        "1  it is great weather for using the swimming pool   😌😁😎🙌😀😉🎐🍃\n", |        "1                                     i love my life   😅😂😢😳😁🏩💌🤟     p\n", | ||||||
|        "2                           old cars are this loud   😅😂😢😭🚕🚃🚚🚋\n", |        "2                        i really like this sunshine   😅😂😢😳😭😁😌😔     p\n", | ||||||
|        "3                   i hear a plane above our house   😅😂😢😭😁😔😌😉\n", |        "3                     while doing sport i feel  free   😂😅😁😌😉😎😳😢     p\n", | ||||||
|        "4                       these are really cute pets   😂😅😁😌😎😉🙌😀" |        "4  i is terrible to learn when the weather is thi...   😂😅😁😉😌😎😳🙅     n" | ||||||
|       ] |       ] | ||||||
|      }, |      }, | ||||||
|      "execution_count": 11, |      "execution_count": 11, | ||||||
| @ -450,7 +462,7 @@ | |||||||
|    }, |    }, | ||||||
|    "outputs": [], |    "outputs": [], | ||||||
|    "source": [ |    "source": [ | ||||||
|     "df.to_csv(\"E_S - topic - wordnet - stemming.csv\", sep='\\t', encoding='utf-8')" |     "df.to_csv(\"E_S - sentiment - d2v - w2v - no stemming.csv\", sep='\\t', encoding='utf-8')" | ||||||
|    ] |    ] | ||||||
|   }, |   }, | ||||||
|   { |   { | ||||||
|  | |||||||
| @ -58,7 +58,8 @@ | |||||||
|    "source": [ |    "source": [ | ||||||
|     "#locally defined based on the first analysis of parts of our twitter data: resulting in the 20 most used emojis\n", |     "#locally defined based on the first analysis of parts of our twitter data: resulting in the 20 most used emojis\n", | ||||||
|     "#we used them for our first approaches of prediction\n", |     "#we used them for our first approaches of prediction\n", | ||||||
|     "top_emojis = ['😂','😭','😍','😩','😊','😘','🙏','🙌','😉','😁','😅','😎','😢','😒','😏','😌','😔','😋','😀','😤']\n", |     "\n", | ||||||
|  |     "top_emojis = list(\"😳😋😀😌😏😔😒😎😢😅😁😉🙌🙏😘😊😩😍😭😂\")\n", | ||||||
|     "#possible initial set of predictions, only used in naive test cases\n", |     "#possible initial set of predictions, only used in naive test cases\n", | ||||||
|     "predictions = [\"🤐\",\"🤑\",\"🤒\",\"🤓\",\"🤔\",\"🤕\",\"🤗\",\"🤘\"]" |     "predictions = [\"🤐\",\"🤑\",\"🤒\",\"🤓\",\"🤔\",\"🤕\",\"🤗\",\"🤘\"]" | ||||||
|    ] |    ] | ||||||
| @ -105,8 +106,8 @@ | |||||||
|     "sys.path.append(\"../naive_approach\")\n", |     "sys.path.append(\"../naive_approach\")\n", | ||||||
|     "\n", |     "\n", | ||||||
|     "import simple_approach.simple_twitter_learning as stl\n", |     "import simple_approach.simple_twitter_learning as stl\n", | ||||||
|     "clf_advanced = stl.pipeline_manager.load_pipeline_from_files( '../simple_approach/custom_classifier', ['keras_model'], ['vectorizer', 'keras_model'])\n", |     "#clf_advanced = stl.pipeline_manager.load_pipeline_from_files( '\"/Users/Carsten/DataSets/NLP_LAB/tfidf_final/final_epoch01.pipeline', ['keras_model'], ['vectorizer', 'keras_model'])\n", | ||||||
|     "\n", |     "clf_advanced = stl.pipeline_manager.load_from_pipeline_file(\"/Users/Carsten/DataSets/NLP_LAB/tfidf_final/final_epoch01.pipeline\")\n", | ||||||
|     "import Tools.Emoji_Distance as ed" |     "import Tools.Emoji_Distance as ed" | ||||||
|    ] |    ] | ||||||
|   }, |   }, | ||||||
| @ -217,7 +218,7 @@ | |||||||
|     "    #concat both predictions\n", |     "    #concat both predictions\n", | ||||||
|     "    prediction = list(prediction_advanced)+list(prediction_naive)\n", |     "    prediction = list(prediction_advanced)+list(prediction_naive)\n", | ||||||
|     "    \n", |     "    \n", | ||||||
|     "    return prediction[:number]" |     "    return prediction[:number], len(tmp1)" | ||||||
|    ] |    ] | ||||||
|   }, |   }, | ||||||
|   { |   { | ||||||
| @ -247,7 +248,7 @@ | |||||||
|     "    \n", |     "    \n", | ||||||
|     "    #merged prediction\n", |     "    #merged prediction\n", | ||||||
|     "    if(current_message != \"\"):\n", |     "    if(current_message != \"\"):\n", | ||||||
|     "        p = merged_prediction(msg = current_message, target_emojis=top_emojis)\n", |     "        p,n = merged_prediction(msg = current_message, target_emojis=top_emojis)\n", | ||||||
|     "\n", |     "\n", | ||||||
|     "        predictions = p\n", |     "        predictions = p\n", | ||||||
|     "        update_descriptions()" |     "        update_descriptions()" | ||||||
| @ -558,7 +559,7 @@ | |||||||
|     { |     { | ||||||
|      "data": { |      "data": { | ||||||
|       "application/vnd.jupyter.widget-view+json": { |       "application/vnd.jupyter.widget-view+json": { | ||||||
|        "model_id": "6216e3a271cc4428ba568adbad2fa40c", |        "model_id": "6c16f36840984c1e9749b70846926f66", | ||||||
|        "version_major": 2, |        "version_major": 2, | ||||||
|        "version_minor": 0 |        "version_minor": 0 | ||||||
|       }, |       }, | ||||||
| @ -591,6 +592,86 @@ | |||||||
|     "own training set" |     "own training set" | ||||||
|    ] |    ] | ||||||
|   }, |   }, | ||||||
|  |   { | ||||||
|  |    "cell_type": "markdown", | ||||||
|  |    "metadata": { | ||||||
|  |     "collapsed": true | ||||||
|  |    }, | ||||||
|  |    "source": [ | ||||||
|  |     "## I Am Groot" | ||||||
|  |    ] | ||||||
|  |   }, | ||||||
|  |   { | ||||||
|  |    "cell_type": "code", | ||||||
|  |    "execution_count": 24, | ||||||
|  |    "metadata": { | ||||||
|  |     "collapsed": true | ||||||
|  |    }, | ||||||
|  |    "outputs": [], | ||||||
|  |    "source": [ | ||||||
|  |     "text_input_groot = widgets.Text()\n", | ||||||
|  |     "out_groot = widgets.Output(layout = widgets.Layout(max_height = \"500px\"))\n", | ||||||
|  |     "all_text_groot = \"no text yet \\n\"\n", | ||||||
|  |     "text_output_groot = widgets.VBox([out_groot])\n", | ||||||
|  |     "user_input_groot = widgets.HBox([text_input_groot])\n", | ||||||
|  |     "total_layout_groot = widgets.VBox([text_output_groot,user_input_groot],layout = widgets.Layout(max_width = \"450px\"))" | ||||||
|  |    ] | ||||||
|  |   }, | ||||||
|  |   { | ||||||
|  |    "cell_type": "code", | ||||||
|  |    "execution_count": 25, | ||||||
|  |    "metadata": {}, | ||||||
|  |    "outputs": [], | ||||||
|  |    "source": [ | ||||||
|  |     "def submit_new_message_groot(p):\n", | ||||||
|  |     "    global all_text_groot\n", | ||||||
|  |     "    bar = \"----------- \\n\"\n", | ||||||
|  |     "    time = str(datetime.datetime.now())+\"\\n\"\n", | ||||||
|  |     "    msg = \"User: \"+text_input_groot.value +\"\\n\"\n", | ||||||
|  |     "    new_message = bar + time + msg\n", | ||||||
|  |     "    all_text_groot += new_message \n", | ||||||
|  |     "    \n", | ||||||
|  |     "    mp, n_topic = merged_prediction(msg)\n", | ||||||
|  |     "    \n", | ||||||
|  |     "    answer = \"ChatGROOT: I AM GROOT\" + mp[0]\n", | ||||||
|  |     "    \n", | ||||||
|  |     "    if n_topic > 0:\n", | ||||||
|  |     "        answer += mp[8 - n_topic]\n", | ||||||
|  |     "    \n", | ||||||
|  |     "    all_text_groot += answer + \"\\n\"\n", | ||||||
|  |     "    \n", | ||||||
|  |     "    with out_groot:\n", | ||||||
|  |     "        clear_output()\n", | ||||||
|  |     "        print(all_text_groot)\n", | ||||||
|  |     "        \n", | ||||||
|  |     "    text_input_groot.value = \"\"" | ||||||
|  |    ] | ||||||
|  |   }, | ||||||
|  |   { | ||||||
|  |    "cell_type": "code", | ||||||
|  |    "execution_count": 26, | ||||||
|  |    "metadata": {}, | ||||||
|  |    "outputs": [ | ||||||
|  |     { | ||||||
|  |      "data": { | ||||||
|  |       "application/vnd.jupyter.widget-view+json": { | ||||||
|  |        "model_id": "503a0e49088a4374972a5f16abfa7e79", | ||||||
|  |        "version_major": 2, | ||||||
|  |        "version_minor": 0 | ||||||
|  |       }, | ||||||
|  |       "text/plain": [ | ||||||
|  |        "A Jupyter Widget" | ||||||
|  |       ] | ||||||
|  |      }, | ||||||
|  |      "metadata": {}, | ||||||
|  |      "output_type": "display_data" | ||||||
|  |     } | ||||||
|  |    ], | ||||||
|  |    "source": [ | ||||||
|  |     "text_input_groot.on_submit(submit_new_message_groot)\n", | ||||||
|  |     "display(total_layout_groot)" | ||||||
|  |    ] | ||||||
|  |   }, | ||||||
|   { |   { | ||||||
|    "cell_type": "code", |    "cell_type": "code", | ||||||
|    "execution_count": null, |    "execution_count": null, | ||||||
|  | |||||||
		Reference in New Issue
	
	Block a user