The vocabulary (stemmed and stop word removal) document matrix

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doc#

CAT

DOG

MANI

OWNER

RAIN

GO

BETTER

EVERYON

COMMON

LOVE

HOUS

RUN

COULDNT

COOL

OUTSID

SOMETIM

WINDOW

STARE

DEPRESS

MORN

FELT

SOFT

DOGEATDOG

WORLD

PUPPI

BIG

HOUND

EAT

STRUGGL

SURVIV

AVOID

SUPERIOR

BEAT

INFERIOR

THAT

FUZZI

TYPE

HOUSEHOLD

ANIM

BOUNCI

SPECI

NIGHT

BLUE

RUSSIAN

BULLDOG

SHEPHERD

DOMEST

MAN

THOUSAND

YEAR

AGO

CARE

PET

BAD

TODAI

EVEN

URBAN

LEGEND

STATIST

HEALTH

NONCAT

KNOW

US

PROTECT

INSTANC

MORE

THING

THINK

IV

TIME

THANK

LISTEN

Total


.	1	1													1								1														1				1																																	5
.	2		1								1		1																1																																													4
.	3	1	1			2	1	1						1		1	1	1	1	1	1	1																					1												1																			16
.	4								1															1	1	1	1	1		1	1	1	1	1	1	1																																						13
.	5	6	5	4	3		1	1	1	2	1	2	1																									1	1	1		1		1	1	1	1	1	1	1	1	1	1	1		1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	60
.	All	8	7	4	3	2	2	2	2	2	2	2	2	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	98
.	w(i)	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72
.	docfreq(i)	3	3	1	1	1	2	2	2	1	2	1	2	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1
.	idf(i)	1.66666666666667	1.66666666666667	5	5	5	2.5	2.5	2.5	5	2.5	5	2.5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5
.	log idf(i)	0.22184874961636	0.22184874961636	0.69897000433602	0.69897000433602	0.69897000433602	0.39794000867204	0.39794000867204	0.39794000867204	0.69897000433602	0.39794000867204	0.69897000433602	0.39794000867204	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602	0.69897000433602
.
.	raw tf*idf
.	1	1.66666666666667	0	0	0	0	0	0	0	0	0	0	0	0	5	0	0	0	0	0	0	0	5	0	0	0	0	0	0	0	0	0	0	0	0	0	5	0	0	0	5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
.	2	0	1.66666666666667	0	0	0	0	0	0	0	2.5	0	2.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
.	3	1.66666666666667	1.66666666666667	0	0	10	2.5	2.5	0	0	0	0	0	5	0	5	5	5	5	5	5	5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	5	0	0	0	0	0	0	0	0	0	0	0	5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
.	4	0	0	0	0	0	0	0	2.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	5	5	5	5	5	0	5	5	5	5	5	5	5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
.	5	10	8.33333333333333	20	15	0	2.5	2.5	2.5	10	2.5	10	2.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	5	5	5	0	5	0	5	5	5	5	5	5	5	5	5	5	5	0	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5
.
.	raw tf*idf squared matrix
.	1	2.77777777777778	0	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0	0	0	0	25	0	0	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0	25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0


.	2	0	2.77777777777778	0	0	0	0	0	0	0	6.25	0	6.25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
.	3	2.77777777777778	2.77777777777778	0	0	100	6.25	6.25	0	0	0	0	0	25	0	25	25	25	25	25	25	25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
.	4	0	0	0	0	0	0	0	6.25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	25	25	25	25	25	0	25	25	25	25	25	25	25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
.	5	100	69.4444444444445	400	225	0	6.25	6.25	6.25	100	6.25	100	6.25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	25	25	25	0	25	0	25	25	25	25	25	25	25	25	25	25	25	0	25	25	25	25	25	25	25	25	25	25	25	25	25	25	25	25	25	25
.
.	norm	L2 Norm	Pivoted TFIDF Norm
.	1	10.137937550497	17.417809514028
.	2	6.34647758821992	16.6595175215726
.	3	19.1847740553689	19.2271768150023
.	4	17.5	18.8902220039286
.	5	43.0196983304677	23.9941616700221
.
.	Score for {"cat","love"}	L2 Norm	Pivoted TFIDF Norm
.	1	0.16439898730536	0.18260096562458
.	2	0.39391929857917	0.23305552245914
.	3	0.086874448552614	0.11802529374716
.	4	0	0.077483884422606
.	5	0.29056456658477	0.31067204155252
.
.	Score for {"dog","love"}	L2 Norm	Pivoted TFIDF Norm


.	1	0	0
.	2	0.65653216429861	0.2501072831954
.	3	0.086874448552614	0.086682859511971
.	4	0	0
.	5	0.25182262437347	0.45149872216075