## # A tibble: 248 x 6
## text_id subject author date score text
## <int> <chr> <chr> <date> <dbl> <chr>
## 1 1 B009A51Y~ A220E3KX~ 2012-12-20 4 3m natural view nv827748 screen~
## 2 2 B009A51Y~ ASF0R1CM~ 2013-02-17 5 really, all you need in a scree~
## 3 3 B009A51Y~ ADLVFFE4~ 2013-02-14 3 3ms is one of the better screen~
## 4 4 B009A51Y~ A19UTUEB~ 2013-01-20 5 i took this to my phone store t~
## 5 5 B009A51Y~ A3OW12V8~ 2013-01-29 5 this is a great place to start ~
## 6 6 B009A51Y~ A2LAS014~ 2013-02-10 3 this screen protector doesn't o~
## 7 7 B009A51Y~ A1XO76JV~ 2012-10-24 4 previously with my old iphone 4~
## 8 8 B009A51Y~ A2MPXAJK~ 2012-11-15 3 when i got this, there were *no~
## 9 9 B009A51Y~ A3T4OHEA~ 2013-01-26 4 i have found that most screen p~
## 10 10 B009A51Y~ AIEEK7AH~ 2013-03-02 5 this screen protector does a go~
## # ... with 238 more rows
## # A tibble: 1,535 x 8
## text_id subject author date score text doc_id nchar
## <int> <chr> <chr> <date> <dbl> <chr> <int> <int>
## 1 1 B009A51~ A220E3K~ 2012-12-20 4 3m natural view nv82~ 1 191
## 2 2 B009A51~ ASF0R1C~ 2013-02-17 5 really, all you need~ 2 140
## 3 2 B009A51~ ASF0R1C~ 2013-02-17 5 the kit also has all~ 3 223
## 4 2 B009A51~ ASF0R1C~ 2013-02-17 5 it's simple, easy, a~ 4 54
## 5 2 B009A51~ ASF0R1C~ 2013-02-17 5 i always have troubl~ 5 153
## 6 2 B009A51~ ASF0R1C~ 2013-02-17 5 so, for mainly that ~ 6 85
## 7 3 B009A51~ ADLVFFE~ 2013-02-14 3 3ms is one of the be~ 7 41
## 8 3 B009A51~ ADLVFFE~ 2013-02-14 3 it's almost invisibl~ 8 265
## 9 3 B009A51~ ADLVFFE~ 2013-02-14 3 unless you can affor~ 9 128
## 10 3 B009A51~ ADLVFFE~ 2013-02-14 3 and for as long as y~ 10 72
## # ... with 1,525 more rows
## # A tibble: 35,013 x 13
## doc_id sentence_id token_id token lemma pos tag head_token_id dep_rel
## <int> <int> <int> <chr> <chr> <chr> <chr> <dbl> <chr>
## 1 1 1 1 3 3 NUM CD 2 nummod
## 2 1 1 2 m m NOUN NN 4 nmod
## 3 1 1 3 natural natural ADJ JJ 4 amod
## 4 1 1 4 view view NOUN NN 4 ROOT
## 5 1 1 5 nv8277~ nv8277~ PROPN NNP 6 compou~
## 6 1 1 6 screen screen NOUN NN 7 compou~
## 7 1 1 7 protec~ protec~ NOUN NN 4 appos
## 8 1 1 8 for for ADP IN 7 prep
## 9 1 1 9 iphone iphone NOUN NN 13 nmod
## 10 1 1 10 5 5 NUM CD 13 nummod
## # ... with 35,003 more rows, and 4 more variables: entity <chr>,
## # nounphrase <chr>, whitespace <lgl>, word <chr>
## # A tibble: 27,567 x 7
## doc_id sentence_id token_id token lemma pos tag
## <int> <int> <dbl> <chr> <chr> <chr> <chr>
## 1 1 1 1 3m_natural_view 3m_natural_view nounph~ nounph~
## 2 1 1 2 nv827748_screen~ nv827748_screen~ nounph~ nounph~
## 3 1 1 3 for for ADP IN
## 4 1 1 4 iphone_5_-_1_pa~ iphone_5_-_1_pa~ nounph~ nounph~
## 5 1 1 5 3m_natural_view 3m_natural_view nounph~ nounph~
## 6 1 1 6 nv827748_screen~ nv827748_screen~ nounph~ nounph~
## 7 1 1 7 for for ADP IN
## 8 1 1 8 iphone_5_-_1_pa~ iphone_5_-_1_pa~ nounph~ nounph~
## 9 1 1 9 3m_natural_view 3m_natural_view nounph~ nounph~
## 10 1 1 10 nv827748_screen~ nv827748_screen~ nounph~ nounph~
## # ... with 27,557 more rows
## # A tibble: 2,396 x 7
## doc_id phrase text_id subject author date score
## <int> <chr> <int> <chr> <chr> <date> <dbl>
## 1 1 3m natural view 1 B009A51Y~ A220E3KXVD~ 2012-12-20 4
## 2 1 nv827748 screen protec~ 1 B009A51Y~ A220E3KXVD~ 2012-12-20 4
## 3 1 iphone 5 - 1 pack 1 B009A51Y~ A220E3KXVD~ 2012-12-20 4
## 4 2 ascreen protector 2 B009A51Y~ ASF0R1CMSF~ 2013-02-17 5
## 5 2 iphone screen protector 2 B009A51Y~ ASF0R1CMSF~ 2013-02-17 5
## 6 3 all thebasic 2 B009A51Y~ ASF0R1CMSF~ 2013-02-17 5
## 7 3 thescreen protector 2 B009A51Y~ ASF0R1CMSF~ 2013-02-17 5
## 8 3 3 m screen protector e~ 2 B009A51Y~ ASF0R1CMSF~ 2013-02-17 5
## 9 3 its application 2 B009A51Y~ ASF0R1CMSF~ 2013-02-17 5
## 10 4 no bubble 2 B009A51Y~ ASF0R1CMSF~ 2013-02-17 5
## # ... with 2,386 more rows
## # A tibble: 35,013 x 18
## doc_id sentence_id token_id token lemma pos tag head_token_id dep_rel
## <int> <int> <int> <chr> <chr> <chr> <chr> <dbl> <chr>
## 1 1 1 1 3 3 NUM CD 2 nummod
## 2 1 1 2 m m NOUN NN 4 nmod
## 3 1 1 3 natural natural ADJ JJ 4 amod
## 4 1 1 4 view view NOUN NN 4 ROOT
## 5 1 1 5 nv8277~ nv8277~ PROPN NNP 6 compou~
## 6 1 1 6 screen screen NOUN NN 7 compou~
## 7 1 1 7 protec~ protec~ NOUN NN 4 appos
## 8 1 1 8 for for ADP IN 7 prep
## 9 1 1 9 iphone iphone NOUN NN 13 nmod
## 10 1 1 10 5 5 NUM CD 13 nummod
## # ... with 35,003 more rows, and 9 more variables: entity <chr>,
## # nounphrase <chr>, whitespace <lgl>, word <chr>, text_id <int>,
## # subject <chr>, author <chr>, date <date>, score <dbl>
## # A tibble: 10 x 3
## word sentiment_value sentiment
## <chr> <dbl> <chr>
## 1 distressing -2 negative
## 2 disgrace -2 negative
## 3 erroneous -2 negative
## 4 intense 1 positive
## 5 goddamn -3 negative
## 6 contagion -2 negative
## 7 craziest -2 negative
## 8 fucker -4 negative
## 9 unsupported -2 negative
## 10 defender 2 positive
## # A tibble: 35,013 x 14
## text_id subject author date score doc_id phrase_part word afinn_value
## <int> <chr> <chr> <date> <dbl> <int> <int> <chr> <dbl>
## 1 1 B009A51~ A220E~ 2012-12-20 4 1 1 3 NA
## 2 1 B009A51~ A220E~ 2012-12-20 4 1 1 m NA
## 3 1 B009A51~ A220E~ 2012-12-20 4 1 1 natu~ 1
## 4 1 B009A51~ A220E~ 2012-12-20 4 1 1 view NA
## 5 1 B009A51~ A220E~ 2012-12-20 4 1 1 nv82~ NA
## 6 1 B009A51~ A220E~ 2012-12-20 4 1 1 scre~ NA
## 7 1 B009A51~ A220E~ 2012-12-20 4 1 1 prot~ NA
## 8 1 B009A51~ A220E~ 2012-12-20 4 1 1 for NA
## 9 1 B009A51~ A220E~ 2012-12-20 4 1 1 ipho~ NA
## 10 1 B009A51~ A220E~ 2012-12-20 4 1 1 5 NA
## # ... with 35,003 more rows, and 5 more variables: afinn <chr>, bing <chr>,
## # n <dbl>, sentiment <chr>, sentiment_value <dbl>
## # A tibble: 57,360 x 3
## word word2 correlation
## <chr> <chr> <dbl>
## 1 m 3 0.794
## 2 3 m 0.794
## 3 anti glare 0.666
## 4 glare anti 0.666
## 5 view natural 0.599
## 6 natural view 0.599
## 7 5 iphone 0.581
## 8 iphone 5 0.581
## 9 cloth clean 0.517
## 10 clean cloth 0.517
## # ... with 57,350 more rows
