R Notebook
data<-read.csv(file.choose())
data<-data %>% select(-X.1,-X.2,-X,-ive,-im) %>%
dplyr::rename_at(dplyr::vars(starts_with('X')),
~stringr::str_replace(., pattern = 'X', replacement ='Topic_')) %>% mutate(Engagement=((Total.likes+Total.Comments)/Followers)*100) %>%mutate(Engagement=round(Engagement,3)) %>%
mutate(influencers = case_when(
Followers >= 1000&Followers<10000 ~ "Nano",
Followers >= 10000 & Followers <100000 ~ "Micro",
Followers >=100000 & Followers<1000000 ~ "Macro",
Followers >=1000000 ~ "Mega")) %>% filter(influencers!="Mega")
Loading the influencer data set
library(readxl)
influe<-read_excel(file.choose())
creating a function with this
data<-data %>% rename(Username=username) %>% inner_join(influe) %>% rename(Post=`#Posts`)
creating an object with variable names
colnames(data) <- gsub(" ", "_", colnames(data))
data %>% glimpse()othersnames
[1] "words" "emoji" "hashtag" "handle" "influencers"
[6] "Post" Splitting the sample
set.seed(1234)
estimation_sample <- sort(sample(1:nrow(data), size = round(0.7*nrow(data))))
test_sample <- (1:nrow(data))[-estimation_sample]
allOthers <- paste("(", paste(othersnames,collapse=" + "), ")")
allEmotions <- paste("(", paste(emotionnames,collapse=" + "), ")")
allWords <- paste("(", paste(wordnames,collapse=" + "), ")")
allBigrams <- paste("(", paste(bigramnames,collapse=" + "), ")")
allWordsAndBigrams <- paste("(", paste(c(wordnames, bigramnames),collapse=" + "), ")")
allTopics <- paste("(", paste(topicsnames,collapse=" + "), ")")
Linear regression models
f <- paste("Engagement ~ ", allOthers, " + ", allWords , " + ", allBigrams, "+", allEmotions,"+" ,allTopics)
lm.all <- lm(f, data=data[estimation_sample,] )
summary(lm.all)
f <- paste("Engagement ~ ", allOthers, " + ", allWords , " + ", allBigrams," +",allTopics )
lm.nodict <- lm(f, data=data[estimation_sample,] )
summary(lm.nodict)
f <- paste("Engagement ~", allOthers)
lm.onlyothers <- lm(f, data = data[estimation_sample, ])
summary(lm.onlyothers)
f <- paste("Engagement ~", allEmotions)
lm.onlyemotions <- lm(f, data = data[estimation_sample,])
summary(lm.onlyemotions)
f <- paste("Engagement ~", allWords)
lm.onlywords <- lm(f, data = data[estimation_sample,])
summary(lm.onlywords)
f <- paste("Engagement ~", allBigrams)
lm.bigrams <- lm(f, data = data[estimation_sample,])
summary(lm.bigrams)
f <- paste("Engagement ~", allWords , " + ",allBigrams)
lm.words_bigrams <- lm(f, data = data[estimation_sample,])
summary(lm.words_bigrams)
f <- paste("Engagement ~",allTopics)
lm.topics <- lm(f, data = data[estimation_sample,])
summary(lm.topics)
AIC comparison
AIC(lm.all, lm.nodict, lm.onlyothers, lm.onlyemotions, lm.onlywords, lm.bigrams, lm.words_bigrams, lm.topics)The best model is with no emotions.
Test some nested models
anova(lm.nodict, lm.all)
anova(lm.words_bigrams, lm.all)library(kableExtra)Try with all word interactions
f <- paste("Engagement ~ ", allWords,"^2 +", allBigrams)
lm.interactionswords <- lm(f, data = data[estimation_sample,])
summary(lm.interactionswords)
Call:
lm(formula = f, data = data[estimation_sample, ])
Residuals:
Min 1Q Median 3Q Max
-1.0786 -0.1423 -0.0827 0.0322 4.4643
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 1.296e-01 4.485e-03 28.885 < 2e-16 ***
love 1.268e-02 2.168e-03 5.849 4.97e-09 ***
beautiful -7.031e-03 3.436e-03 -2.046 0.040735 *
amazing 7.023e-03 3.950e-03 1.778 0.075395 .
gorgeous -1.639e-02 5.699e-03 -2.875 0.004037 **
wow 3.090e-02 9.979e-03 3.097 0.001959 **
cute -5.318e-03 3.266e-03 -1.628 0.103498
happy 2.587e-02 7.725e-03 3.349 0.000812 ***
omg 1.150e-02 1.141e-02 1.008 0.313597
pretty 1.582e-02 5.102e-03 3.100 0.001938 **
delicious 1.532e-02 5.059e-03 3.029 0.002452 **
nice -1.068e-02 7.277e-03 -1.468 0.142124
day 6.223e-03 2.768e-03 2.248 0.024560 *
yum 2.377e-02 8.509e-03 2.794 0.005210 **
perfect 5.983e-03 6.044e-03 0.990 0.322256
awesome 3.129e-02 7.294e-03 4.290 1.79e-05 ***
lovely -8.282e-03 7.399e-03 -1.119 0.262961
time 6.604e-03 4.843e-03 1.364 0.172721
yummy -1.025e-04 1.300e-02 -0.008 0.993712
girl 1.552e-02 5.658e-03 2.743 0.006084 **
sounds 5.372e-02 8.392e-03 6.401 1.56e-10 ***
hope 3.386e-04 9.061e-03 0.037 0.970192
stunning -1.962e-02 9.660e-03 -2.031 0.042220 *
fun 7.805e-03 5.649e-03 1.382 0.167030
photo -5.363e-03 6.235e-03 -0.860 0.389706
shot 7.765e-03 6.787e-03 1.144 0.252572
xx 2.000e-02 4.473e-03 4.471 7.80e-06 ***
lol -1.022e-03 8.603e-03 -0.119 0.905400
wait 5.113e-04 6.063e-03 0.084 0.932785
cool 1.645e-02 7.879e-03 2.088 0.036842 *
youre 4.686e-03 1.019e-02 0.460 0.645594
sweet 1.268e-03 6.516e-03 0.195 0.845652
absolutely 1.253e-03 1.344e-02 0.093 0.925699
pic 7.467e-03 5.836e-03 1.279 0.200801
check -5.716e-03 9.085e-03 -0.629 0.529198
post -7.298e-03 6.155e-03 -1.186 0.235772
picture -1.401e-02 1.073e-02 -1.305 0.191942
hair -1.688e-02 4.934e-03 -3.422 0.000623 ***
super 3.034e-03 1.127e-02 0.269 0.787791
haha 1.937e-03 6.465e-03 0.300 0.764518
life 5.923e-03 8.442e-03 0.702 0.482929
adorable -5.566e-03 1.087e-02 -0.512 0.608658
food -2.092e-04 7.333e-03 -0.029 0.977239
feel 8.253e-03 6.452e-03 1.279 0.200845
babe 3.797e-02 8.434e-03 4.502 6.74e-06 ***
enjoy -7.422e-03 1.107e-02 -0.670 0.502697
birthday -8.057e-03 1.009e-02 -0.798 0.424795
idea 1.739e-02 7.612e-03 2.285 0.022322 *
favorite 2.632e-03 8.592e-03 0.306 0.759338
love.love -2.440e-02 1.137e-02 -2.145 0.031953 *
beautiful.love 3.682e-04 3.305e-02 0.011 0.991111
gorgeous.love 5.943e-02 3.798e-02 1.565 0.117627
amazing.love 8.325e-03 3.960e-02 0.210 0.833499
sounds.amazing 9.141e-04 1.416e-02 0.065 0.948537
absolutely.love -6.680e-03 1.688e-02 -0.396 0.692336
cute.love 2.755e-02 4.833e-02 0.570 0.568638
super.cute 1.602e-02 2.147e-02 0.746 0.455653
beautiful.beautiful -5.939e-02 6.106e-02 -0.973 0.330691
beautiful.photo -9.465e-03 1.742e-02 -0.543 0.586831
beautiful.shot 4.330e-02 2.005e-02 2.160 0.030787 *
pretty.love 5.704e-02 4.946e-02 1.153 0.248810
absolutely.gorgeous 2.413e-02 2.244e-02 1.075 0.282375
beautiful.picture -1.914e-02 3.188e-02 -0.600 0.548332
absolutely.stunning 3.017e-02 2.644e-02 1.141 0.253705
yum.yum -6.693e-03 2.484e-02 -0.269 0.787578
wow.love 1.064e-01 6.412e-02 1.660 0.096907 .
id.love -2.921e-02 4.645e-02 -0.629 0.529443
happy.birthday 1.349e-02 2.517e-02 0.536 0.592046
absolutely.beautiful -3.614e-02 2.458e-02 -1.471 0.141398
amazing.wow 1.271e-01 6.864e-02 1.851 0.064153 .
beautiful.wow -1.121e-01 7.752e-02 -1.446 0.148121
nice.pic -4.335e-02 2.178e-02 -1.991 0.046538 *
sounds.delicious 1.542e-02 1.955e-02 0.789 0.430108
ice.cream 1.720e-02 6.886e-03 2.498 0.012476 *
beautiful.pic 4.619e-02 2.614e-02 1.767 0.077220 .
happy.friday 7.677e-02 6.117e-02 1.255 0.209493
beautiful.gorgeous -1.155e-01 8.420e-02 -1.372 0.170206
gorgeous.beautiful -5.265e-02 9.604e-02 -0.548 0.583558
omg.love 1.598e-01 6.229e-02 2.566 0.010298 *
delicious.love -1.077e-01 1.179e-01 -0.913 0.361082
yum.love 2.417e-01 9.538e-02 2.534 0.011267 *
hope.youre -3.539e-03 3.007e-02 -0.118 0.906316
omg.yum 9.827e-02 5.013e-02 1.960 0.049968 *
totally.agree 3.836e-02 1.918e-02 2.000 0.045513 *
gorgeous.photo 2.791e-02 2.499e-02 1.117 0.264137
nice.shot 6.716e-02 2.868e-02 2.341 0.019214 *
absolutely.delicious -5.327e-03 2.231e-02 -0.239 0.811289
gorgeous.shot -4.250e-02 2.647e-02 -1.606 0.108356
absolutely.amazing 1.457e-02 2.279e-02 0.639 0.522756
im.loving 1.850e-01 1.037e-01 1.784 0.074432 .
stunning.love 1.391e-01 7.081e-02 1.964 0.049532 *
girl.love 2.572e-01 6.005e-02 4.282 1.86e-05 ***
wow.wow 1.456e-02 3.278e-02 0.444 0.656837
delicious.yum 5.643e-02 7.709e-02 0.732 0.464142
merry.christmas -1.124e-02 7.099e-02 -0.158 0.874165
wow.amazing -4.393e-02 8.575e-02 -0.512 0.608491
amazing.omg -1.846e-02 7.301e-02 -0.253 0.800336
wow.beautiful -2.456e-02 1.167e-01 -0.211 0.833269
im.obsessed -4.375e-02 6.719e-02 -0.651 0.514996
love:beautiful -2.469e-03 8.547e-04 -2.888 0.003877 **
love:amazing -1.626e-03 1.119e-03 -1.453 0.146158
love:gorgeous -6.280e-04 1.434e-03 -0.438 0.661384
love:wow -4.769e-03 2.878e-03 -1.657 0.097507 .
love:cute 2.311e-03 9.328e-04 2.477 0.013235 *
love:happy -2.755e-03 1.982e-03 -1.390 0.164474
love:omg 5.381e-03 3.630e-03 1.482 0.138285
love:pretty -2.309e-04 1.233e-03 -0.187 0.851432
love:delicious 3.327e-03 1.494e-03 2.226 0.026012 *
love:nice 1.001e-02 2.080e-03 4.811 1.51e-06 ***
love:day -2.381e-03 7.566e-04 -3.147 0.001653 **
love:yum 6.056e-03 2.842e-03 2.131 0.033117 *
love:perfect 2.510e-03 1.602e-03 1.566 0.117245
love:awesome 2.655e-03 2.059e-03 1.290 0.197114
love:lovely -6.322e-04 8.963e-04 -0.705 0.480633
love:time 1.468e-03 1.232e-03 1.192 0.233449
love:yummy -7.835e-03 3.997e-03 -1.960 0.049973 *
love:girl 1.134e-05 1.489e-03 0.008 0.993927
love:sounds 2.524e-04 2.049e-03 0.123 0.901971
love:hope -1.699e-03 2.312e-03 -0.735 0.462511
love:stunning 3.331e-03 2.467e-03 1.350 0.176934
love:fun -3.203e-03 1.379e-03 -2.322 0.020216 *
love:photo 7.487e-04 1.659e-03 0.451 0.651691
love:shot 1.177e-02 1.717e-03 6.853 7.35e-12 ***
love:xx 2.632e-03 1.033e-03 2.547 0.010866 *
love:lol 2.095e-03 2.663e-03 0.787 0.431394
love:wait -4.138e-04 1.796e-03 -0.230 0.817801
love:cool -1.561e-03 2.020e-03 -0.773 0.439559
love:youre -4.766e-03 2.817e-03 -1.692 0.090640 .
love:sweet -4.542e-03 1.618e-03 -2.808 0.004989 **
love:absolutely -1.000e-03 3.030e-03 -0.330 0.741278
love:pic -2.430e-03 1.622e-03 -1.498 0.134237
love:check 6.403e-04 2.414e-03 0.265 0.790770
love:post 2.611e-03 1.573e-03 1.659 0.097080 .
love:picture 2.547e-03 2.791e-03 0.913 0.361463
love:hair -2.320e-04 1.061e-03 -0.219 0.826912
love:super 4.757e-03 3.011e-03 1.580 0.114168
love:haha -1.641e-03 2.133e-03 -0.769 0.441762
love:life -5.891e-03 2.062e-03 -2.857 0.004275 **
love:adorable -9.392e-04 2.907e-03 -0.323 0.746601
love:food -1.424e-03 1.759e-03 -0.810 0.418128
love:feel -1.909e-04 1.484e-03 -0.129 0.897646
love:babe 4.693e-03 1.848e-03 2.540 0.011092 *
love:enjoy -2.902e-03 2.869e-03 -1.011 0.311853
love:birthday 4.003e-03 2.187e-03 1.830 0.067217 .
love:idea -1.164e-03 1.793e-03 -0.649 0.516319
love:favorite 3.784e-03 1.905e-03 1.986 0.047074 *
beautiful:amazing -1.324e-04 1.726e-03 -0.077 0.938867
beautiful:gorgeous 4.409e-03 1.610e-03 2.739 0.006171 **
beautiful:wow -2.477e-03 4.022e-03 -0.616 0.537971
beautiful:cute -5.013e-04 1.773e-03 -0.283 0.777392
beautiful:happy 1.842e-04 3.013e-03 0.061 0.951259
beautiful:omg -4.660e-03 5.424e-03 -0.859 0.390295
beautiful:pretty -7.338e-04 1.555e-03 -0.472 0.636918
beautiful:delicious -2.335e-03 3.108e-03 -0.751 0.452526
beautiful:nice -1.091e-02 3.117e-03 -3.499 0.000467 ***
beautiful:day 1.486e-03 1.230e-03 1.208 0.226937
beautiful:yum -1.147e-02 6.343e-03 -1.809 0.070465 .
beautiful:perfect 5.203e-04 2.472e-03 0.210 0.833291
beautiful:awesome 3.119e-03 4.128e-03 0.756 0.449929
beautiful:lovely -1.653e-05 2.506e-03 -0.007 0.994738
beautiful:time 9.728e-04 2.252e-03 0.432 0.665841
beautiful:yummy 2.028e-02 9.310e-03 2.178 0.029418 *
beautiful:girl 7.430e-04 2.320e-03 0.320 0.748740
beautiful:sounds -9.682e-03 4.490e-03 -2.156 0.031067 *
beautiful:hope 1.860e-03 3.682e-03 0.505 0.613438
beautiful:stunning 3.938e-03 2.756e-03 1.429 0.152970
beautiful:fun 3.708e-03 2.756e-03 1.345 0.178534
beautiful:photo 5.695e-03 2.029e-03 2.807 0.005006 **
beautiful:shot -2.503e-03 2.604e-03 -0.961 0.336367
beautiful:xx -3.971e-03 1.516e-03 -2.620 0.008800 **
beautiful:lol -5.545e-04 5.195e-03 -0.107 0.914992
beautiful:wait -2.744e-03 2.889e-03 -0.950 0.342199
beautiful:cool -7.763e-03 4.078e-03 -1.903 0.056984 .
beautiful:youre -1.014e-03 4.679e-03 -0.217 0.828426
beautiful:sweet 3.663e-03 2.578e-03 1.421 0.155326
beautiful:absolutely 4.942e-03 4.479e-03 1.103 0.269875
beautiful:pic -1.220e-03 2.783e-03 -0.439 0.661020
beautiful:check -7.691e-03 4.497e-03 -1.710 0.087256 .
beautiful:post -9.310e-03 2.819e-03 -3.303 0.000958 ***
beautiful:picture 1.260e-04 4.282e-03 0.029 0.976518
beautiful:hair 9.334e-04 1.667e-03 0.560 0.575518
beautiful:super -8.787e-03 5.791e-03 -1.517 0.129161
beautiful:haha 3.046e-03 4.336e-03 0.703 0.482359
beautiful:life 8.598e-03 4.079e-03 2.108 0.035063 *
beautiful:adorable 3.911e-03 5.016e-03 0.780 0.435531
beautiful:food -4.887e-03 5.084e-03 -0.961 0.336342
beautiful:feel 4.324e-03 2.652e-03 1.630 0.103065
beautiful:babe -8.084e-03 2.933e-03 -2.756 0.005849 **
beautiful:enjoy 1.474e-03 4.762e-03 0.309 0.756963
beautiful:birthday -6.720e-04 2.797e-03 -0.240 0.810130
beautiful:idea -1.662e-03 3.232e-03 -0.514 0.607118
beautiful:favorite -8.288e-04 4.715e-03 -0.176 0.860470
amazing:gorgeous -2.413e-03 2.563e-03 -0.942 0.346409
amazing:wow 2.720e-03 4.017e-03 0.677 0.498374
amazing:cute -3.811e-04 2.412e-03 -0.158 0.874439
amazing:happy -9.093e-03 4.050e-03 -2.245 0.024766 *
amazing:omg -8.432e-03 6.040e-03 -1.396 0.162717
amazing:pretty 2.210e-03 2.836e-03 0.779 0.435730
amazing:delicious -5.837e-04 2.211e-03 -0.264 0.791770
amazing:nice -1.976e-03 3.659e-03 -0.540 0.589149
[ reached getOption("max.print") -- omitted 1027 rows ]
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 0.3222 on 39381 degrees of freedom
Multiple R-squared: 0.09703, Adjusted R-squared: 0.06892
F-statistic: 3.452 on 1226 and 39381 DF, p-value: < 2.2e-16Compare interactions vs. bigrams
AIC(lm.words_bigrams, lm.interactionswords)
anova(lm.interactionswords, lm.words_bigrams)Analysis of Variance Table
Model 1: Engagement ~ (love + beautiful + amazing + gorgeous + wow + cute +
happy + omg + pretty + delicious + nice + day + yum + perfect +
awesome + lovely + time + yummy + girl + sounds + hope +
stunning + fun + photo + shot + xx + lol + wait + cool +
youre + sweet + absolutely + pic + check + post + picture +
hair + super + haha + life + adorable + food + feel + babe +
enjoy + birthday + idea + favorite)^2 + (love.love + beautiful.love +
gorgeous.love + amazing.love + sounds.amazing + absolutely.love +
cute.love + super.cute + beautiful.beautiful + beautiful.photo +
beautiful.shot + pretty.love + absolutely.gorgeous + beautiful.picture +
absolutely.stunning + yum.yum + wow.love + id.love + happy.birthday +
absolutely.beautiful + amazing.wow + beautiful.wow + nice.pic +
sounds.delicious + ice.cream + beautiful.pic + happy.friday +
beautiful.gorgeous + gorgeous.beautiful + omg.love + delicious.love +
yum.love + hope.youre + omg.yum + totally.agree + gorgeous.photo +
nice.shot + absolutely.delicious + gorgeous.shot + absolutely.amazing +
im.loving + stunning.love + girl.love + wow.wow + delicious.yum +
merry.christmas + wow.amazing + amazing.omg + wow.beautiful +
im.obsessed)
Model 2: Engagement ~ (love + beautiful + amazing + gorgeous + wow + cute +
happy + omg + pretty + delicious + nice + day + yum + perfect +
awesome + lovely + time + yummy + girl + sounds + hope +
stunning + fun + photo + shot + xx + lol + wait + cool +
youre + sweet + absolutely + pic + check + post + picture +
hair + super + haha + life + adorable + food + feel + babe +
enjoy + birthday + idea + favorite) + (love.love + beautiful.love +
gorgeous.love + amazing.love + sounds.amazing + absolutely.love +
cute.love + super.cute + beautiful.beautiful + beautiful.photo +
beautiful.shot + pretty.love + absolutely.gorgeous + beautiful.picture +
absolutely.stunning + yum.yum + wow.love + id.love + happy.birthday +
absolutely.beautiful + amazing.wow + beautiful.wow + nice.pic +
sounds.delicious + ice.cream + beautiful.pic + happy.friday +
beautiful.gorgeous + gorgeous.beautiful + omg.love + delicious.love +
yum.love + hope.youre + omg.yum + totally.agree + gorgeous.photo +
nice.shot + absolutely.delicious + gorgeous.shot + absolutely.amazing +
im.loving + stunning.love + girl.love + wow.wow + delicious.yum +
merry.christmas + wow.amazing + amazing.omg + wow.beautiful +
im.obsessed)
Res.Df RSS Df Sum of Sq F Pr(>F)
1 39381 4087.6
2 40509 4355.4 -1128 -267.74 2.2868 < 2.2e-16 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1Best model is the simpler one
library(broom)| term | estimate | std.error | statistic | p.value |
|---|---|---|---|---|
| (Intercept) | -0.0490902 | 0.0095639 | -5.1328586 | 0.0000003 |
| words | 0.0002061 | 0.0000238 | 8.6628050 | 0.0000000 |
| emoji | 0.0210736 | 0.0027746 | 7.5952902 | 0.0000000 |
| hashtag | -0.0010842 | 0.0026793 | -0.4046568 | 0.6857319 |
| handle | 0.0122525 | 0.0027286 | 4.4904750 | 0.0000071 |
| influencersMicro | 0.0846641 | 0.0035550 | 23.8155561 | 0.0000000 |
| influencersNano | 0.5908653 | 0.0044068 | 134.0805418 | 0.0000000 |
| Post | -0.0000175 | 0.0000010 | -18.0795982 | 0.0000000 |
| love | 0.0073088 | 0.0009229 | 7.9193597 | 0.0000000 |
| beautiful | -0.0012911 | 0.0013934 | -0.9266410 | 0.3541185 |
| amazing | 0.0088275 | 0.0014811 | 5.9599689 | 0.0000000 |
| gorgeous | 0.0004454 | 0.0020800 | 0.2141470 | 0.8304335 |
| wow | 0.0112294 | 0.0037134 | 3.0240101 | 0.0024960 |
| cute | 0.0054986 | 0.0012570 | 4.3744446 | 0.0000122 |
| happy | 0.0000293 | 0.0028558 | 0.0102712 | 0.9918050 |
| omg | 0.0237581 | 0.0043411 | 5.4728782 | 0.0000000 |
| pretty | 0.0095134 | 0.0018611 | 5.1116590 | 0.0000003 |
| delicious | 0.0062494 | 0.0018460 | 3.3854600 | 0.0007113 |
| nice | 0.0145674 | 0.0028077 | 5.1883323 | 0.0000002 |
| day | -0.0009125 | 0.0010301 | -0.8858445 | 0.3757066 |
| yum | 0.0169976 | 0.0032814 | 5.1799308 | 0.0000002 |
| perfect | 0.0147111 | 0.0021809 | 6.7454830 | 0.0000000 |
| awesome | 0.0120118 | 0.0027868 | 4.3102728 | 0.0000163 |
| lovely | -0.0003148 | 0.0027234 | -0.1156025 | 0.9079682 |
| time | -0.0015093 | 0.0018640 | -0.8097099 | 0.4181117 |
| yummy | -0.0136661 | 0.0045680 | -2.9916689 | 0.0027762 |
| girl | 0.0093954 | 0.0021187 | 4.4345719 | 0.0000092 |
| sounds | 0.0117053 | 0.0031070 | 3.7673411 | 0.0001652 |
| hope | -0.0018433 | 0.0031838 | -0.5789456 | 0.5626291 |
| stunning | 0.0108772 | 0.0034631 | 3.1408584 | 0.0016857 |
| fun | -0.0035872 | 0.0020056 | -1.7886341 | 0.0736812 |
| photo | 0.0020304 | 0.0022609 | 0.8980512 | 0.3691636 |
| shot | 0.0163345 | 0.0028275 | 5.7769039 | 0.0000000 |
| xx | 0.0047437 | 0.0014617 | 3.2453601 | 0.0011740 |
| lol | 0.0152034 | 0.0034396 | 4.4201246 | 0.0000099 |
| wait | 0.0017986 | 0.0023744 | 0.7575019 | 0.4487536 |
| cool | 0.0124691 | 0.0027796 | 4.4859495 | 0.0000073 |
| youre | -0.0026248 | 0.0038899 | -0.6747596 | 0.4998324 |
| sweet | 0.0021892 | 0.0022960 | 0.9534556 | 0.3403650 |
| absolutely | 0.0009004 | 0.0063461 | 0.1418809 | 0.8871748 |
| pic | 0.0044774 | 0.0021884 | 2.0459259 | 0.0407701 |
| check | 0.0019377 | 0.0032691 | 0.5927257 | 0.5533681 |
| post | -0.0001421 | 0.0023370 | -0.0607963 | 0.9515217 |
| picture | 0.0008769 | 0.0038373 | 0.2285169 | 0.8192456 |
| hair | -0.0020108 | 0.0016393 | -1.2266370 | 0.2199662 |
| super | 0.0036823 | 0.0042743 | 0.8614914 | 0.3889726 |
| haha | 0.0055342 | 0.0025063 | 2.2081183 | 0.0272416 |
| life | -0.0016076 | 0.0031625 | -0.5083341 | 0.6112218 |
| adorable | 0.0011333 | 0.0037045 | 0.3059192 | 0.7596677 |
| food | 0.0053577 | 0.0025684 | 2.0860004 | 0.0369848 |
| feel | -0.0045090 | 0.0022135 | -2.0370426 | 0.0416523 |
| babe | 0.0199089 | 0.0028487 | 6.9887124 | 0.0000000 |
| enjoy | -0.0106489 | 0.0038770 | -2.7467211 | 0.0060221 |
| birthday | 0.0096128 | 0.0031087 | 3.0922426 | 0.0019879 |
| idea | -0.0039855 | 0.0023994 | -1.6610833 | 0.0967045 |
| favorite | 0.0043735 | 0.0031129 | 1.4049401 | 0.1600468 |
| love.love | -0.0014763 | 0.0086114 | -0.1714387 | 0.8638797 |
| beautiful.love | -0.0030682 | 0.0245225 | -0.1251183 | 0.9004305 |
| gorgeous.love | 0.0632623 | 0.0283698 | 2.2299139 | 0.0257586 |
| amazing.love | -0.0188252 | 0.0296143 | -0.6356783 | 0.5249897 |
| sounds.amazing | -0.0007947 | 0.0096849 | -0.0820588 | 0.9346003 |
| absolutely.love | -0.0098698 | 0.0119874 | -0.8233486 | 0.4103146 |
| cute.love | 0.0136322 | 0.0362705 | 0.3758476 | 0.7070321 |
| super.cute | -0.0113823 | 0.0123860 | -0.9189631 | 0.3581203 |
| beautiful.beautiful | -0.0156104 | 0.0460055 | -0.3393158 | 0.7343736 |
| beautiful.photo | 0.0101638 | 0.0123866 | 0.8205479 | 0.4119087 |
| beautiful.shot | 0.0153499 | 0.0139335 | 1.1016555 | 0.2706180 |
| pretty.love | 0.1328734 | 0.0374802 | 3.5451620 | 0.0003928 |
| absolutely.gorgeous | 0.0089328 | 0.0150699 | 0.5927565 | 0.5533474 |
| beautiful.picture | -0.0152276 | 0.0233782 | -0.6513604 | 0.5148176 |
| absolutely.stunning | 0.0076098 | 0.0167019 | 0.4556278 | 0.6486601 |
| yum.yum | -0.0061617 | 0.0186636 | -0.3301450 | 0.7412921 |
| wow.love | 0.0524603 | 0.0482665 | 1.0868890 | 0.2770923 |
| id.love | -0.0046927 | 0.0353802 | -0.1326356 | 0.8944822 |
| happy.birthday | 0.0022652 | 0.0136146 | 0.1663789 | 0.8678596 |
| absolutely.beautiful | -0.0106549 | 0.0169311 | -0.6293096 | 0.5291499 |
| amazing.wow | 0.1370306 | 0.0513560 | 2.6682484 | 0.0076278 |
| beautiful.wow | -0.0422251 | 0.0590666 | -0.7148720 | 0.4746923 |
| nice.pic | -0.0389122 | 0.0160456 | -2.4251052 | 0.0153083 |
| sounds.delicious | 0.0183428 | 0.0131217 | 1.3979052 | 0.1621492 |
| ice.cream | 0.0148698 | 0.0052116 | 2.8531986 | 0.0043304 |
| beautiful.pic | 0.0096210 | 0.0191406 | 0.5026470 | 0.6152152 |
| happy.friday | 0.0634713 | 0.0458200 | 1.3852309 | 0.1659895 |
| beautiful.gorgeous | -0.0424362 | 0.0647157 | -0.6557333 | 0.5119994 |
| gorgeous.beautiful | -0.0029643 | 0.0727612 | -0.0407406 | 0.9675029 |
| omg.love | 0.0649801 | 0.0466472 | 1.3930121 | 0.1636238 |
| delicious.love | -0.0971461 | 0.0883882 | -1.0990846 | 0.2717377 |
| yum.love | 0.1768799 | 0.0723146 | 2.4459775 | 0.0144502 |
| hope.youre | 0.0033531 | 0.0192589 | 0.1741074 | 0.8617820 |
| omg.yum | 0.0647770 | 0.0362369 | 1.7875977 | 0.0738484 |
| totally.agree | 0.0138821 | 0.0144045 | 0.9637361 | 0.3351840 |
| gorgeous.photo | 0.0162966 | 0.0170008 | 0.9585796 | 0.3377763 |
| nice.shot | 0.0941957 | 0.0201362 | 4.6779297 | 0.0000029 |
| absolutely.delicious | -0.0047908 | 0.0143344 | -0.3342178 | 0.7382170 |
| gorgeous.shot | -0.0414761 | 0.0190331 | -2.1791588 | 0.0293256 |
| absolutely.amazing | 0.0155508 | 0.0159695 | 0.9737822 | 0.3301705 |
| im.loving | 0.1810760 | 0.0755255 | 2.3975469 | 0.0165098 |
| stunning.love | 0.0824458 | 0.0514528 | 1.6023576 | 0.1090844 |
| girl.love | 0.2262292 | 0.0443935 | 5.0960037 | 0.0000003 |
| wow.wow | 0.0007875 | 0.0236033 | 0.0333650 | 0.9733837 |
| delicious.yum | -0.0123847 | 0.0575510 | -0.2151957 | 0.8296158 |
| merry.christmas | -0.0069107 | 0.0533337 | -0.1295751 | 0.8969033 |
| wow.amazing | -0.0137220 | 0.0626915 | -0.2188813 | 0.8267436 |
| amazing.omg | -0.0446427 | 0.0547776 | -0.8149810 | 0.4150880 |
| wow.beautiful | -0.0555440 | 0.0887260 | -0.6260166 | 0.5313076 |
| im.obsessed | -0.0129114 | 0.0511647 | -0.2523490 | 0.8007726 |
| ave_sentiment | 0.0105554 | 0.0078216 | 1.3495187 | 0.1771780 |
| anger | 0.3369289 | 0.1502271 | 2.2427963 | 0.0249153 |
| anticipation | 0.0757425 | 0.0768628 | 0.9854243 | 0.3244216 |
| disgust | 0.0298451 | 0.1537414 | 0.1941251 | 0.8460789 |
| fear | 0.0071595 | 0.1462792 | 0.0489443 | 0.9609639 |
| joy | 0.0753013 | 0.0442071 | 1.7033750 | 0.0885056 |
| sadness | -0.2443479 | 0.1265756 | -1.9304502 | 0.0535581 |
| surprise | 0.0374482 | 0.0903355 | 0.4145455 | 0.6784769 |
| trust | -0.0641482 | 0.0780304 | -0.8220927 | 0.4110290 |
| Topic_1 | -0.0277939 | 0.0106049 | -2.6208569 | 0.0087742 |
| Topic_2 | -0.0072730 | 0.0092073 | -0.7899123 | 0.4295836 |
| Topic_3 | -0.0255396 | 0.0105684 | -2.4166133 | 0.0156700 |
| Topic_4 | 0.0043131 | 0.0139333 | 0.3095534 | 0.7569022 |
| Topic_5 | -0.0003741 | 0.0141814 | -0.0263785 | 0.9789556 |
| Topic_6 | -0.0228740 | 0.0138098 | -1.6563639 | 0.0976559 |
| Topic_7 | -0.0193375 | 0.0117317 | -1.6483086 | 0.0992971 |
| Topic_8 | -0.0123037 | 0.0126836 | -0.9700441 | 0.3320303 |
| Topic_9 | 0.0022368 | 0.0101895 | 0.2195178 | 0.8262478 |
| Topic_10 | -0.0072273 | 0.0113947 | -0.6342720 | 0.5259069 |
| Topic_11 | -0.0129484 | 0.0113163 | -1.1442239 | 0.2525376 |
| Topic_12 | -0.0240057 | 0.0109606 | -2.1901769 | 0.0285171 |
| Topic_13 | -0.0168226 | 0.0098561 | -1.7068195 | 0.0878633 |
| Topic_14 | -0.0034548 | 0.0122172 | -0.2827826 | 0.7773449 |
tidy(lm.nodict) %>% kbl()%>%
kable_classic(full_width = F, html_font = "Cambria")| term | estimate | std.error | statistic | p.value |
|---|---|---|---|---|
| (Intercept) | -0.0356966 | 0.0084002 | -4.2495040 | 0.0000215 |
| words | 0.0001838 | 0.0000222 | 8.2770981 | 0.0000000 |
| emoji | 0.0204715 | 0.0027586 | 7.4210422 | 0.0000000 |
| hashtag | -0.0012032 | 0.0026782 | -0.4492464 | 0.6532563 |
| handle | 0.0118132 | 0.0027207 | 4.3419529 | 0.0000142 |
| influencersMicro | 0.0846110 | 0.0035540 | 23.8070631 | 0.0000000 |
| influencersNano | 0.5904561 | 0.0044011 | 134.1596018 | 0.0000000 |
| Post | -0.0000176 | 0.0000010 | -18.1771152 | 0.0000000 |
| love | 0.0076346 | 0.0008691 | 8.7843057 | 0.0000000 |
| beautiful | -0.0005415 | 0.0013051 | -0.4149125 | 0.6782081 |
| amazing | 0.0087770 | 0.0014794 | 5.9330092 | 0.0000000 |
| gorgeous | 0.0010304 | 0.0020225 | 0.5094930 | 0.6104095 |
| wow | 0.0113556 | 0.0037122 | 3.0589858 | 0.0022223 |
| cute | 0.0054054 | 0.0012554 | 4.3055905 | 0.0000167 |
| happy | 0.0008935 | 0.0027792 | 0.3214810 | 0.7478476 |
| omg | 0.0237075 | 0.0043377 | 5.4654584 | 0.0000000 |
| pretty | 0.0101980 | 0.0017707 | 5.7593175 | 0.0000000 |
| delicious | 0.0067700 | 0.0018169 | 3.7261108 | 0.0001947 |
| nice | 0.0143406 | 0.0028066 | 5.1096060 | 0.0000003 |
| day | -0.0006483 | 0.0010207 | -0.6351321 | 0.5253458 |
| yum | 0.0169481 | 0.0032796 | 5.1677411 | 0.0000002 |
| perfect | 0.0153550 | 0.0021311 | 7.2053177 | 0.0000000 |
| awesome | 0.0119562 | 0.0027860 | 4.2914966 | 0.0000178 |
| lovely | -0.0016446 | 0.0024939 | -0.6594512 | 0.5096099 |
| time | -0.0011072 | 0.0018354 | -0.6032313 | 0.5463582 |
| yummy | -0.0136457 | 0.0045680 | -2.9872180 | 0.0028170 |
| girl | 0.0097423 | 0.0021164 | 4.6031773 | 0.0000042 |
| sounds | 0.0118473 | 0.0031032 | 3.8177467 | 0.0001349 |
| hope | -0.0011353 | 0.0031453 | -0.3609372 | 0.7181483 |
| stunning | 0.0109324 | 0.0034598 | 3.1598082 | 0.0015799 |
| fun | -0.0025075 | 0.0019294 | -1.2996461 | 0.1937297 |
| photo | 0.0019788 | 0.0022601 | 0.8755024 | 0.3813058 |
| shot | 0.0176639 | 0.0024700 | 7.1514964 | 0.0000000 |
| xx | 0.0047673 | 0.0014607 | 3.2637067 | 0.0011006 |
| lol | 0.0148301 | 0.0034344 | 4.3180780 | 0.0000158 |
| wait | 0.0011748 | 0.0023322 | 0.5037142 | 0.6144650 |
| cool | 0.0123976 | 0.0027790 | 4.4611196 | 0.0000082 |
| youre | -0.0019854 | 0.0038868 | -0.5108031 | 0.6094917 |
| sweet | 0.0029241 | 0.0022405 | 1.3051159 | 0.1918608 |
| absolutely | 0.0010680 | 0.0063460 | 0.1682932 | 0.8663534 |
| pic | 0.0046059 | 0.0021881 | 2.1049259 | 0.0353039 |
| check | 0.0015841 | 0.0032680 | 0.4847389 | 0.6278642 |
| post | -0.0002980 | 0.0023348 | -0.1276499 | 0.8984267 |
| picture | 0.0007749 | 0.0038373 | 0.2019307 | 0.8399719 |
| hair | -0.0020643 | 0.0016380 | -1.2602638 | 0.2075815 |
| super | 0.0035820 | 0.0042744 | 0.8380094 | 0.4020304 |
| haha | 0.0052336 | 0.0025009 | 2.0926820 | 0.0363838 |
| life | -0.0016482 | 0.0031618 | -0.5212988 | 0.6021615 |
| adorable | 0.0016813 | 0.0036813 | 0.4567279 | 0.6478691 |
| food | 0.0053621 | 0.0025395 | 2.1115203 | 0.0347337 |
| feel | -0.0041778 | 0.0021994 | -1.8995390 | 0.0575007 |
| babe | 0.0202979 | 0.0028458 | 7.1326670 | 0.0000000 |
| enjoy | -0.0099825 | 0.0038548 | -2.5895951 | 0.0096123 |
| birthday | 0.0121092 | 0.0029550 | 4.0978378 | 0.0000418 |
| idea | -0.0039323 | 0.0023985 | -1.6394558 | 0.1011261 |
| favorite | 0.0043324 | 0.0030858 | 1.4039930 | 0.1603286 |
| love.love | -0.0004974 | 0.0085936 | -0.0578858 | 0.9538399 |
| beautiful.love | -0.0030480 | 0.0245247 | -0.1242833 | 0.9010916 |
| gorgeous.love | 0.0642158 | 0.0283697 | 2.2635366 | 0.0236079 |
| amazing.love | -0.0190798 | 0.0296165 | -0.6442301 | 0.5194299 |
| sounds.amazing | -0.0010044 | 0.0096845 | -0.1037066 | 0.9174027 |
| absolutely.love | -0.0102736 | 0.0119865 | -0.8570940 | 0.3913980 |
| cute.love | 0.0128833 | 0.0362699 | 0.3552072 | 0.7224362 |
| super.cute | -0.0114086 | 0.0123866 | -0.9210386 | 0.3570358 |
| beautiful.beautiful | -0.0136984 | 0.0460066 | -0.2977483 | 0.7658968 |
| beautiful.photo | 0.0096812 | 0.0123867 | 0.7815834 | 0.4344640 |
| beautiful.shot | 0.0150661 | 0.0139308 | 1.0814936 | 0.2794840 |
| pretty.love | 0.1334403 | 0.0374805 | 3.5602633 | 0.0003709 |
| absolutely.gorgeous | 0.0082858 | 0.0150692 | 0.5498481 | 0.5824266 |
| beautiful.picture | -0.0161195 | 0.0233717 | -0.6897027 | 0.4903851 |
| absolutely.stunning | 0.0069395 | 0.0167019 | 0.4154926 | 0.6777835 |
| yum.yum | -0.0065621 | 0.0186651 | -0.3515703 | 0.7251624 |
| wow.love | 0.0521870 | 0.0482696 | 1.0811568 | 0.2796338 |
| id.love | -0.0034674 | 0.0353803 | -0.0980050 | 0.9219288 |
| happy.birthday | 0.0011047 | 0.0135974 | 0.0812473 | 0.9352457 |
| absolutely.beautiful | -0.0110962 | 0.0169314 | -0.6553633 | 0.5122376 |
| amazing.wow | 0.1381275 | 0.0513545 | 2.6896886 | 0.0071548 |
| beautiful.wow | -0.0427824 | 0.0590706 | -0.7242588 | 0.4689111 |
| nice.pic | -0.0389322 | 0.0160450 | -2.4264399 | 0.0152521 |
| sounds.delicious | 0.0179944 | 0.0131200 | 1.3715191 | 0.1702208 |
| ice.cream | 0.0161100 | 0.0051695 | 3.1163300 | 0.0018325 |
| beautiful.pic | 0.0103541 | 0.0191384 | 0.5410138 | 0.5885011 |
| happy.friday | 0.0621123 | 0.0458245 | 1.3554385 | 0.1752854 |
| beautiful.gorgeous | -0.0389008 | 0.0647123 | -0.6011350 | 0.5477534 |
| gorgeous.beautiful | -0.0023628 | 0.0727632 | -0.0324731 | 0.9740949 |
| omg.love | 0.0642662 | 0.0466454 | 1.3777611 | 0.1682847 |
| delicious.love | -0.0957065 | 0.0883903 | -1.0827711 | 0.2789165 |
| yum.love | 0.1779298 | 0.0723138 | 2.4605230 | 0.0138776 |
| hope.youre | 0.0027243 | 0.0192591 | 0.1414547 | 0.8875114 |
| omg.yum | 0.0656207 | 0.0362361 | 1.8109192 | 0.0701608 |
| totally.agree | 0.0133589 | 0.0144037 | 0.9274644 | 0.3536910 |
| gorgeous.photo | 0.0163832 | 0.0169991 | 0.9637699 | 0.3351671 |
| nice.shot | 0.0940571 | 0.0201341 | 4.6715313 | 0.0000030 |
| absolutely.delicious | -0.0049313 | 0.0143353 | -0.3439991 | 0.7308487 |
| gorgeous.shot | -0.0416884 | 0.0190327 | -2.1903558 | 0.0285041 |
| absolutely.amazing | 0.0152858 | 0.0159704 | 0.9571308 | 0.3385070 |
| im.loving | 0.1810003 | 0.0755265 | 2.3965146 | 0.0165563 |
| stunning.love | 0.0807982 | 0.0514559 | 1.5702429 | 0.1163664 |
| girl.love | 0.2271093 | 0.0443861 | 5.1166815 | 0.0000003 |
| wow.wow | 0.0008134 | 0.0236050 | 0.0344569 | 0.9725129 |
| delicious.yum | -0.0103114 | 0.0575519 | -0.1791669 | 0.8578076 |
| merry.christmas | -0.0019324 | 0.0532882 | -0.0362639 | 0.9710721 |
| wow.amazing | -0.0126582 | 0.0626935 | -0.2019062 | 0.8399910 |
| amazing.omg | -0.0456151 | 0.0547797 | -0.8327018 | 0.4050178 |
| wow.beautiful | -0.0530361 | 0.0887315 | -0.5977140 | 0.5500341 |
| im.obsessed | -0.0126474 | 0.0511706 | -0.2471613 | 0.8047846 |
| Topic_1 | -0.0272284 | 0.0106032 | -2.5679408 | 0.0102340 |
| Topic_2 | -0.0085583 | 0.0091658 | -0.9337204 | 0.3504537 |
| Topic_3 | -0.0273975 | 0.0104715 | -2.6163916 | 0.0088898 |
| Topic_4 | 0.0043783 | 0.0139336 | 0.3142277 | 0.7533497 |
| Topic_5 | -0.0011697 | 0.0141625 | -0.0825922 | 0.9341762 |
| Topic_6 | -0.0227744 | 0.0138100 | -1.6491284 | 0.0991291 |
| Topic_7 | -0.0204403 | 0.0116929 | -1.7480873 | 0.0804565 |
| Topic_8 | -0.0138163 | 0.0126384 | -1.0931961 | 0.2743142 |
| Topic_9 | 0.0019061 | 0.0101869 | 0.1871083 | 0.8515766 |
| Topic_10 | -0.0084196 | 0.0113539 | -0.7415639 | 0.4583559 |
| Topic_11 | -0.0134380 | 0.0113107 | -1.1880743 | 0.2348111 |
| Topic_12 | -0.0228212 | 0.0109221 | -2.0894425 | 0.0366741 |
| Topic_13 | -0.0170611 | 0.0098538 | -1.7314171 | 0.0833850 |
| Topic_14 | -0.0051467 | 0.0121722 | -0.4228217 | 0.6724276 |
NAVariable importance using t-values
Variable importance using standardized coefficients
library("matrixStats")
vi <- coef(lm.all)/sqrt(colVars(model.matrix(formula(lm.all), data=data[estimation_sample,])))
StdCoef <- data.frame(StdCoef=vi[2:length(vi)])
StdCoef$Variable <- rownames(StdCoef)
StdCoef <- StdCoef[order(- StdCoef$StdCoef),]
StdCoef$Variable <- factor( StdCoef$Variable, levels = rev( StdCoef$Variable))
StdCoef <- StdCoef[1:25,]
ggplot( StdCoef, aes(Variable,StdCoef)) + geom_bar(stat = "identity") + coord_flip() + ylab("Variable importance (standardized coefficients)")Perform Forward/backward selection.
f <- paste("Engagement ~", allOthers, " + ", allEmotions)
lm.fe_step <- step(lm(f, data = data[estimation_sample,]), direction = "both")
summary(lm.fe_step)Lasso
library(glmnet)
library(plotmo) f = paste("~ 0 + ", allOthers, " * ", allEmotions, " + ", allWords, " + ", allBigrams, " + ", allTopics)
# Collect explanatory variables in a (large) matrix
LargeX <- model.matrix(formula(f), data=data)
y <- as.matrix(data[estimation_sample, "Engagement"])
lasso.mod <- glmnet(LargeX[estimation_sample,], y, alpha = 1)
plot_glmnet(lasso.mod) 
plot(lasso.mod)
cvfit <- cv.glmnet(LargeX[estimation_sample,], y, alpha = 1)
plot(cvfit)
coef(lasso.mod, cvfit$lambda.1se)193 x 1 sparse Matrix of class "dgCMatrix"
s1
(Intercept) 1.011736e-01
words 4.300141e-05
emoji .
hashtag .
handle .
influencersMacro -4.904991e-02
influencersMicro .
influencersNano 4.464591e-01
Post -6.289592e-06
ave_sentiment .
anger .
anticipation .
disgust .
fear .
joy .
sadness .
surprise .
trust .
love 1.957538e-03
beautiful .
amazing .
gorgeous .
wow .
cute .
happy .
omg .
pretty .
delicious .
nice .
day .
yum .
perfect .
awesome .
lovely .
time .
yummy .
girl .
sounds .
hope .
stunning .
fun .
photo .
shot .
xx .
lol .
wait .
cool .
youre .
sweet .
absolutely .
pic .
check .
post .
picture .
hair .
super .
haha .
life .
adorable .
food .
feel .
babe .
enjoy .
birthday .
idea .
favorite .
love.love .
beautiful.love .
gorgeous.love .
amazing.love .
sounds.amazing .
absolutely.love .
cute.love .
super.cute .
beautiful.beautiful .
beautiful.photo .
beautiful.shot .
pretty.love .
absolutely.gorgeous .
beautiful.picture .
absolutely.stunning .
yum.yum .
wow.love .
id.love .
happy.birthday .
absolutely.beautiful .
amazing.wow .
beautiful.wow .
nice.pic .
sounds.delicious .
ice.cream .
beautiful.pic .
happy.friday .
beautiful.gorgeous .
gorgeous.beautiful .
omg.love .
delicious.love .
yum.love .
hope.youre .
omg.yum .
totally.agree .
gorgeous.photo .
nice.shot .
absolutely.delicious .
gorgeous.shot .
absolutely.amazing .
im.loving .
stunning.love .
girl.love .
wow.wow .
delicious.yum .
merry.christmas .
wow.amazing .
amazing.omg .
wow.beautiful .
im.obsessed .
Topic_1 .
Topic_2 .
Topic_3 .
Topic_4 .
Topic_5 .
Topic_6 .
Topic_7 .
Topic_8 .
Topic_9 .
Topic_10 .
Topic_11 .
Topic_12 .
Topic_13 .
Topic_14 .
words:ave_sentiment .
words:anger .
words:anticipation .
words:disgust .
words:fear .
words:joy 1.453391e-03
words:sadness .
words:surprise .
words:trust .
emoji:ave_sentiment .
emoji:anger .
emoji:anticipation .
emoji:disgust .
emoji:fear .
emoji:joy .
emoji:sadness .
emoji:surprise .
emoji:trust .
hashtag:ave_sentiment .
hashtag:anger .
hashtag:anticipation .
hashtag:disgust .
hashtag:fear .
hashtag:joy .
hashtag:sadness .
hashtag:surprise .
hashtag:trust .
handle:ave_sentiment .
handle:anger .
handle:anticipation .
handle:disgust .
handle:fear .
handle:joy .
handle:sadness .
handle:surprise .
handle:trust .
influencersMicro:ave_sentiment .
influencersNano:ave_sentiment .
influencersMicro:anger .
influencersNano:anger .
influencersMicro:anticipation .
influencersNano:anticipation .
influencersMicro:disgust .
influencersNano:disgust .
influencersMicro:fear .
influencersNano:fear .
influencersMicro:joy .
influencersNano:joy 1.918097e-01
influencersMicro:sadness .
influencersNano:sadness .
influencersMicro:surprise .
influencersNano:surprise .
influencersMicro:trust .
influencersNano:trust .
Post:ave_sentiment .
Post:anger .
Post:anticipation .
Post:disgust .
Post:fear .
Post:joy .
Post:sadness .
Post:surprise .
Post:trust . par <- predict(lasso.mod, s = cvfit$lambda.min, type='coefficients')
nnzero(par)[1] 102par <- predict(lasso.mod, s = cvfit$lambda.1se, type='coefficients')
nnzero(par)[1] 8lasso.pred <- predict(lasso.mod, s = cvfit$lambda.1se, newx = LargeX[estimation_sample,])
lasso.pred.test <- predict(lasso.mod, s = cvfit$lambda.1se, newx = LargeX[test_sample,])
mean((data[test_sample, "Engagement"]-lasso.pred.test)^2)[1] 0.05555467
vi <- varImp(lasso.mod, lambda = cvfit$lambda.min)
vi$Variable <- rownames(vi)
vi <- vi[order(-vi$Overall),]
vi$Variable <- factor(vi$Variable, levels = rev(vi$Variable))
ggplot(vi[1:25, ], aes(Variable,Overall)) + geom_bar(stat = "identity") + coord_flip() + ylab("Variable importance (t-value based)")
ggplot(vi[(nrow(vi)-24):nrow(vi), ], aes(Variable,Overall)) + geom_bar(stat = "identity") + coord_flip() + ylab("Variable importance (t-value based)")
Linear mode with interactions
f <- paste("Engagement ~", allOthers,"+", allEmotions,"+", allWordsAndBigrams, " + ",allTopics, "+", allOthers, " *", allEmotions, " + ", allOthers , "* ", allWordsAndBigrams, " + ", allEmotions , " * ", allWordsAndBigrams, "+",allOthers,"*",allTopics,"+",allEmotions,"*",allTopics,"+",allWordsAndBigrams,"*",allTopics)
lm.interactions <- lm(f, data = data[estimation_sample,])
summary(lm.interactions)AIC comparison
AIC(lm.all, lm.onlyothers, lm.onlyemotions, lm.onlywords, lm.interactions)Interactions did improve the model
| term | estimate | std.error | statistic | p.value |
|---|---|---|---|---|
| influencersNano | 0.4373425 | 0.0275799 | 15.8573001 | 0.0000000 |
| influencersNano:love | 0.0379917 | 0.0030921 | 12.2867679 | 0.0000000 |
| influencersNano:perfect | 0.0655978 | 0.0079022 | 8.3012459 | 0.0000000 |
| influencersNano:omg | 0.0962485 | 0.0146113 | 6.5872751 | 0.0000000 |
| influencersNano:beautiful | 0.0314845 | 0.0048433 | 6.5005940 | 0.0000000 |
| influencersNano:lol | 0.0712900 | 0.0115311 | 6.1824012 | 0.0000000 |
| emoji:yum.love | 7.3569848 | 1.3037761 | 5.6428282 | 0.0000000 |
| influencersNano:nice | 0.0547257 | 0.0097563 | 5.6092556 | 0.0000000 |
| ice.cream:Topic_4 | 0.3201316 | 0.0599962 | 5.3358613 | 0.0000001 |
| words:joy | 0.0054706 | 0.0010333 | 5.2945227 | 0.0000001 |
| influencersNano:pretty.love | 1.4160304 | 0.2750893 | 5.1475299 | 0.0000003 |
| girl.love:Topic_14 | -8.5742088 | 1.6786700 | -5.1077394 | 0.0000003 |
| anticipation:yum.love | 96.3890479 | 19.1220697 | 5.0407225 | 0.0000005 |
| disgust:yum.love | -401.6307349 | 80.4776400 | -4.9905879 | 0.0000006 |
| girl.love:Topic_10 | -7.4639579 | 1.4964480 | -4.9877830 | 0.0000006 |
| beautiful.pic:Topic_10 | 1.1317307 | 0.2279331 | 4.9651870 | 0.0000007 |
| hashtag:yum.love | 8.2313082 | 1.6636086 | 4.9478636 | 0.0000008 |
| words:yum.love | 0.1105381 | 0.0223651 | 4.9424322 | 0.0000008 |
| influencersNano:nice.shot | 0.4136031 | 0.0841088 | 4.9174771 | 0.0000009 |
| influencersNano:amazing | 0.0259330 | 0.0053189 | 4.8755914 | 0.0000011 |
| yum.love | -63.5204277 | 13.0384550 | -4.8717757 | 0.0000011 |
| influencersNano:yum.love | 30.6458030 | 6.3210574 | 4.8482083 | 0.0000013 |
| influencersNano:birthday | 0.0559879 | 0.0115960 | 4.8282009 | 0.0000014 |
| influencersMicro:yum.love | 22.4874113 | 4.7049919 | 4.7794792 | 0.0000018 |
| girl.love:Topic_7 | -3.9640888 | 0.8453459 | -4.6893097 | 0.0000028 |
| influencersNano:post | 0.0360867 | 0.0077349 | 4.6654204 | 0.0000031 |
| surprise:nice.shot | -8.2788702 | 1.7770507 | -4.6587699 | 0.0000032 |
| anger:yum.love | 682.7209627 | 147.9156831 | 4.6156090 | 0.0000039 |
| Post:yum.love | 0.0061668 | 0.0013777 | 4.4761281 | 0.0000076 |
| sadness:nice.shot | 9.9078319 | 2.2963546 | 4.3145914 | 0.0000160 |
| fear:beautiful.photo | 7.9150669 | 1.8587773 | 4.2582116 | 0.0000207 |
| influencersNano:girl | 0.0309760 | 0.0073333 | 4.2240010 | 0.0000241 |
| girl.love:Topic_2 | -2.5724607 | 0.6129134 | -4.1971032 | 0.0000271 |
| influencersNano:babe | 0.0450460 | 0.0107351 | 4.1961483 | 0.0000272 |
| influencersNano:shot | 0.0469586 | 0.0112808 | 4.1627201 | 0.0000315 |
| influencersNano:favorite | 0.0453125 | 0.0109760 | 4.1283289 | 0.0000366 |
| influencersNano:Topic_3 | -0.1450613 | 0.0357949 | -4.0525726 | 0.0000508 |
| beautiful.picture:Topic_10 | -1.0369272 | 0.2594765 | -3.9962273 | 0.0000645 |
| handle:babe | 0.0254935 | 0.0065034 | 3.9200281 | 0.0000887 |
| beautiful.shot:Topic_2 | -0.4339476 | 0.1114932 | -3.8921434 | 0.0000995 |
| picture:Topic_12 | 0.1333352 | 0.0343284 | 3.8841103 | 0.0001029 |
| Post | -0.0000233 | 0.0000062 | -3.7809559 | 0.0001565 |
| influencersNano:stunning | 0.0484035 | 0.0128171 | 3.7764638 | 0.0001593 |
| influencersNano:Topic_1 | -0.1349006 | 0.0357773 | -3.7705640 | 0.0001631 |
| beautiful.shot:Topic_14 | -0.5892075 | 0.1576618 | -3.7371599 | 0.0001864 |
| ave_sentiment:nice.shot | 0.5176619 | 0.1387002 | 3.7322355 | 0.0001901 |
| joy:delicious | -0.2297580 | 0.0618356 | -3.7156276 | 0.0002030 |
| stunning.love:Topic_1 | 4.8413048 | 1.3063188 | 3.7060669 | 0.0002108 |
| post:Topic_10 | 0.0818173 | 0.0220928 | 3.7033485 | 0.0002131 |
| nice:Topic_13 | -0.0805116 | 0.0219108 | -3.6745212 | 0.0002386 |
| photo:Topic_11 | -0.0771491 | 0.0213574 | -3.6122958 | 0.0003039 |
| wait:Topic_4 | 0.0947158 | 0.0262351 | 3.6102656 | 0.0003063 |
| beautiful.shot:Topic_12 | -0.4790509 | 0.1337756 | -3.5810037 | 0.0003427 |
| stunning.love:Topic_5 | 35.5256940 | 10.0524360 | 3.5340383 | 0.0004098 |
| joy:totally.agree | -2.0410181 | 0.5794027 | -3.5226244 | 0.0004278 |
| absolutely.love:Topic_6 | 0.5086456 | 0.1447303 | 3.5144379 | 0.0004412 |
| lovely:Topic_6 | 0.1166811 | 0.0335135 | 3.4816114 | 0.0004990 |
| handle:yum.love | 1.7802094 | 0.5120001 | 3.4769706 | 0.0005077 |
| sadness:beautiful.photo | -4.1961502 | 1.2141448 | -3.4560543 | 0.0005488 |
| influencersNano:time | 0.0219496 | 0.0063557 | 3.4535044 | 0.0005540 |
| influencersNano:pretty | 0.0222722 | 0.0065180 | 3.4170296 | 0.0006338 |
| ave_sentiment:absolutely.delicious | 0.3463503 | 0.1014029 | 3.4155863 | 0.0006371 |
| Post:photo | 0.0000064 | 0.0000019 | 3.4078436 | 0.0006555 |
| nice:Topic_6 | -0.1092486 | 0.0321259 | -3.4006451 | 0.0006730 |
| beautiful.shot:Topic_1 | -0.4272600 | 0.1261569 | -3.3867360 | 0.0007080 |
| handle:girl.love | -0.8022834 | 0.2372946 | -3.3809599 | 0.0007231 |
| birthday:Topic_5 | -0.1193523 | 0.0356377 | -3.3490453 | 0.0008117 |
| amazing.wow:Topic_6 | 2.5963523 | 0.7798201 | 3.3294245 | 0.0008711 |
| influencersNano:awesome | 0.0334215 | 0.0100961 | 3.3103545 | 0.0009327 |
| Post:amazing.wow | -0.0024497 | 0.0007415 | -3.3037558 | 0.0009549 |
| pic:Topic_12 | -0.0620751 | 0.0188851 | -3.2869938 | 0.0010136 |
| sounds:Topic_9 | 0.0808646 | 0.0246998 | 3.2739037 | 0.0010617 |
| beautiful.shot:Topic_4 | -0.5719540 | 0.1771188 | -3.2292107 | 0.0012424 |
| nice.shot:Topic_5 | 0.8508151 | 0.2654340 | 3.2053734 | 0.0013500 |
| influencersNano:food | 0.0295099 | 0.0092643 | 3.1853222 | 0.0014471 |
| fear:lovely | -1.0722302 | 0.3373255 | -3.1786223 | 0.0014810 |
| influencersNano:cute | 0.0141203 | 0.0044458 | 3.1760744 | 0.0014940 |
| beautiful.shot:Topic_5 | -0.4848405 | 0.1526757 | -3.1756236 | 0.0014964 |
| influencersNano:photo | 0.0263931 | 0.0083174 | 3.1732416 | 0.0015087 |
| influencersNano:pic | 0.0242123 | 0.0076817 | 3.1519531 | 0.0016231 |
| Post:ice.cream | -0.0000126 | 0.0000040 | -3.1468097 | 0.0016519 |
| emoji:joy | -0.2772363 | 0.0885432 | -3.1310869 | 0.0017429 |
| influencersNano:wow | 0.0417158 | 0.0133273 | 3.1301111 | 0.0017487 |
| surprise:sounds.amazing | 2.4386151 | 0.7807200 | 3.1235462 | 0.0017882 |
| words:anger | 0.0117662 | 0.0037834 | 3.1099117 | 0.0018728 |
| words:nice.shot | 0.0012963 | 0.0004177 | 3.1036140 | 0.0019131 |
| beautiful.shot:Topic_11 | -0.4147720 | 0.1337032 | -3.1021854 | 0.0019224 |
| trust:Topic_11 | -2.1592345 | 0.6961695 | -3.1015928 | 0.0019263 |
| Post:absolutely.beautiful | 0.0000516 | 0.0000167 | 3.0930672 | 0.0019824 |
| emoji | 0.0539163 | 0.0175107 | 3.0790577 | 0.0020781 |
| nice.shot:Topic_1 | 0.7465982 | 0.2425395 | 3.0782544 | 0.0020837 |
| sounds:Topic_8 | 0.1022249 | 0.0332554 | 3.0739372 | 0.0021141 |
| ave_sentiment:beautiful.picture | -0.5484120 | 0.1785262 | -3.0718851 | 0.0021286 |
| beautiful.photo:Topic_11 | 0.4100787 | 0.1336736 | 3.0677608 | 0.0021582 |
| emoji:omg | 0.0298517 | 0.0097583 | 3.0590961 | 0.0022216 |
| trust:pretty | -0.3465372 | 0.1144527 | -3.0277769 | 0.0024653 |
| nice:Topic_9 | -0.0699119 | 0.0231933 | -3.0143194 | 0.0025773 |
| emoji:day | -0.0079500 | 0.0026413 | -3.0098435 | 0.0026156 |
| influencersNano:cool | 0.0313277 | 0.0104354 | 3.0020671 | 0.0026833 |
| surprise:delicious | 0.4253050 | 0.1426239 | 2.9820040 | 0.0028655 |
| absolutely.delicious:Topic_5 | -0.5013802 | 0.1694957 | -2.9580693 | 0.0030977 |
| emoji:xx | -0.0118737 | 0.0040205 | -2.9532946 | 0.0031460 |
| beautiful.shot:Topic_13 | -0.3396925 | 0.1151353 | -2.9503772 | 0.0031758 |
| sounds.delicious:Topic_9 | -0.3495960 | 0.1186157 | -2.9472998 | 0.0032076 |
| hashtag:lol | -0.0215881 | 0.0073306 | -2.9449178 | 0.0032324 |
| handle:post | 0.0155041 | 0.0052762 | 2.9384894 | 0.0033002 |
| picture:Topic_5 | 0.1368686 | 0.0466469 | 2.9341399 | 0.0033468 |
| stunning.love:Topic_4 | -7.5025769 | 2.5601363 | -2.9305381 | 0.0033858 |
| fear:stunning.love | -104.3123731 | 35.6246958 | -2.9280916 | 0.0034125 |
| hashtag:feel | 0.0141273 | 0.0048554 | 2.9096165 | 0.0036209 |
| emoji:shot | 0.0192506 | 0.0066401 | 2.8991712 | 0.0037437 |
| words:love | -0.0000186 | 0.0000064 | -2.8991411 | 0.0037440 |
| handle:stunning.love | 6.1148370 | 2.1122503 | 2.8949396 | 0.0037945 |
| omg.yum:Topic_14 | 1.3414018 | 0.4633620 | 2.8949327 | 0.0037946 |
| nice:Topic_11 | -0.0720138 | 0.0249066 | -2.8913596 | 0.0038380 |
| fear:totally.agree | -7.6715982 | 2.6574206 | -2.8868589 | 0.0038933 |
| nice:Topic_8 | -0.0831074 | 0.0290630 | -2.8595620 | 0.0042446 |
| happy.birthday:Topic_7 | 0.4734666 | 0.1660162 | 2.8519297 | 0.0043478 |
| influencersNano:Topic_13 | -0.0968053 | 0.0340060 | -2.8467089 | 0.0044198 |
| influencersNano:Topic_7 | -0.1122808 | 0.0394668 | -2.8449414 | 0.0044444 |
| yum:Topic_11 | -0.0811565 | 0.0286032 | -2.8373159 | 0.0045519 |
| anger:nice.shot | -8.3450433 | 2.9519665 | -2.8269437 | 0.0047019 |
| trust:totally.agree | 3.1764599 | 1.1283627 | 2.8151053 | 0.0048787 |
| sadness:pretty.love | 13.0335175 | 4.6339119 | 2.8126382 | 0.0049162 |
| sweet:Topic_11 | 0.0610506 | 0.0217989 | 2.8006291 | 0.0051029 |
| surprise:photo | -0.4526055 | 0.1619032 | -2.7955322 | 0.0051841 |
| stunning.love:Topic_3 | -9.8956872 | 3.5436442 | -2.7925172 | 0.0052326 |
| influencersNano:gorgeous.shot | -0.2169243 | 0.0777572 | -2.7897640 | 0.0052773 |
| ave_sentiment:lovely | -0.0465582 | 0.0167817 | -2.7743417 | 0.0055341 |
| emoji:amazing.wow | 5.0314635 | 1.8212563 | 2.7626334 | 0.0057365 |
| Post:hair | 0.0000030 | 0.0000011 | 2.7570393 | 0.0058356 |
| words:amazing | -0.0000409 | 0.0000149 | -2.7510687 | 0.0059430 |
| ave_sentiment:love.love | -0.1600466 | 0.0583391 | -2.7433849 | 0.0060838 |
| words:beautiful | -0.0000400 | 0.0000147 | -2.7292047 | 0.0063517 |
| trust:girl.love | 22.3186394 | 8.2243467 | 2.7137279 | 0.0066561 |
| emoji:girl.love | -0.8877389 | 0.3284663 | -2.7026789 | 0.0068814 |
| fear:love | 0.3089552 | 0.1143481 | 2.7018838 | 0.0068979 |
| joy:stunning.love | -60.5035310 | 22.4059411 | -2.7003343 | 0.0069301 |
| picture:Topic_14 | 0.1086913 | 0.0403094 | 2.6964287 | 0.0070119 |
| check:Topic_12 | 0.0785696 | 0.0292390 | 2.6871489 | 0.0072097 |
| beautiful:Topic_10 | -0.0361289 | 0.0134615 | -2.6838612 | 0.0072809 |
| joy:pretty.love | -4.7402125 | 1.7678969 | -2.6812719 | 0.0073375 |
| happy.birthday:Topic_10 | 0.3430399 | 0.1286251 | 2.6669750 | 0.0076570 |
| wow.wow:Topic_5 | -0.9037196 | 0.3392392 | -2.6639600 | 0.0077260 |
| sounds.amazing:Topic_13 | -0.2236593 | 0.0839588 | -2.6639165 | 0.0077270 |
| anticipation:pretty.love | 11.8805033 | 4.4598123 | 2.6639021 | 0.0077273 |
| favorite:Topic_8 | 0.0893056 | 0.0335761 | 2.6597951 | 0.0078221 |
| amazing.love:Topic_8 | -0.8482448 | 0.3209448 | -2.6429617 | 0.0082218 |
| awesome:Topic_14 | 0.0744452 | 0.0281833 | 2.6414619 | 0.0082583 |
| beautiful.shot:Topic_9 | -0.3554176 | 0.1348385 | -2.6358769 | 0.0083955 |
| beautiful.shot | 0.3493573 | 0.1330443 | 2.6258723 | 0.0086462 |
| handle:enjoy | 0.0222151 | 0.0084649 | 2.6243798 | 0.0086842 |
| birthday:Topic_13 | -0.0615152 | 0.0234838 | -2.6194782 | 0.0088100 |
| handle:amazing.wow | -6.1905156 | 2.3689386 | -2.6132022 | 0.0089734 |
| sounds.delicious:Topic_8 | -0.3573567 | 0.1371125 | -2.6063034 | 0.0091562 |
| picture:Topic_4 | 0.1143552 | 0.0438820 | 2.6059705 | 0.0091651 |
| picture:Topic_2 | 0.0754768 | 0.0289666 | 2.6056461 | 0.0091737 |
| girl.love:Topic_11 | -4.2987921 | 1.6507044 | -2.6042168 | 0.0092121 |
| hashtag:cool | 0.0158623 | 0.0060926 | 2.6035306 | 0.0092305 |
| pic:Topic_4 | -0.0661281 | 0.0254468 | -2.5986829 | 0.0093619 |
| perfect:Topic_12 | -0.0498940 | 0.0192264 | -2.5950794 | 0.0094606 |
| disgust:xx | 0.6043130 | 0.2353355 | 2.5678782 | 0.0102361 |
| handle:gorgeous.photo | 0.1023253 | 0.0400277 | 2.5563606 | 0.0105812 |
| disgust:happy.birthday | -6.5715117 | 2.5768241 | -2.5502368 | 0.0107689 |
| influencersNano:Topic_11 | -0.0983318 | 0.0385931 | -2.5479131 | 0.0108409 |
| words:perfect | 0.0000585 | 0.0000230 | 2.5424046 | 0.0110133 |
| fear:absolutely.stunning | -5.8397204 | 2.3025647 | -2.5361808 | 0.0112109 |
| absolutely.amazing:Topic_13 | -0.3045668 | 0.1201317 | -2.5352733 | 0.0112400 |
| handle:girl | -0.0118137 | 0.0046620 | -2.5340387 | 0.0112797 |
| disgust:sounds.amazing | -3.8155179 | 1.5059007 | -2.5337115 | 0.0112902 |
| beautiful.photo:Topic_12 | 0.3162736 | 0.1249557 | 2.5310865 | 0.0113750 |
| anger:ice.cream | -2.5467356 | 1.0071685 | -2.5286093 | 0.0114556 |
| beautiful:Topic_3 | -0.0311481 | 0.0123194 | -2.5283823 | 0.0114630 |
| emoji:stunning.love | -2.9643428 | 1.1731861 | -2.5267455 | 0.0115166 |
| influencersNano:anger | 1.2873798 | 0.5112059 | 2.5183194 | 0.0117958 |
| babe:Topic_11 | -0.0674428 | 0.0267820 | -2.5182126 | 0.0117993 |
| babe:Topic_1 | -0.0617383 | 0.0245743 | -2.5123181 | 0.0119983 |
| influencersNano:nice.pic | -0.1490532 | 0.0593314 | -2.5122159 | 0.0120017 |
| joy:omg.love | 12.3206073 | 4.9072853 | 2.5106768 | 0.0120542 |
| post | -0.0476211 | 0.0189722 | -2.5100391 | 0.0120760 |
| beautiful:Topic_9 | -0.0290241 | 0.0115723 | -2.5080667 | 0.0121436 |
| Post:perfect | -0.0000047 | 0.0000019 | -2.5053663 | 0.0122367 |
| emoji:Topic_5 | -0.0786423 | 0.0314548 | -2.5001649 | 0.0124178 |
| super.cute:Topic_5 | -0.3694781 | 0.1477951 | -2.4999347 | 0.0124259 |
| Post:beautiful | 0.0000028 | 0.0000011 | 2.4998673 | 0.0124282 |
| emoji:awesome | 0.0156574 | 0.0062661 | 2.4987671 | 0.0124669 |
| words:amazing.wow | -0.0591493 | 0.0237051 | -2.4952181 | 0.0125922 |
| hashtag:amazing.wow | 5.8165669 | 2.3328589 | 2.4933213 | 0.0126597 |
| shot:Topic_10 | 0.0688253 | 0.0276420 | 2.4898802 | 0.0127829 |
| anger:xx | -0.6495984 | 0.2611209 | -2.4877307 | 0.0128604 |
| birthday:Topic_2 | -0.0598692 | 0.0241917 | -2.4747826 | 0.0133361 |
| absolutely.stunning:Topic_2 | -0.3216095 | 0.1300066 | -2.4737940 | 0.0133731 |
| words:omg | -0.0001428 | 0.0000577 | -2.4732144 | 0.0133948 |
| sadness:food | -0.8649519 | 0.3498528 | -2.4723308 | 0.0134279 |
| ice.cream:Topic_1 | -0.1288194 | 0.0521204 | -2.4715760 | 0.0134563 |
| beautiful.shot:Topic_3 | -0.3212630 | 0.1302277 | -2.4669327 | 0.0136320 |
| ave_sentiment:ice.cream | 0.0994593 | 0.0404364 | 2.4596480 | 0.0139118 |
| anger:happy.friday | 47.8443342 | 19.5109695 | 2.4521762 | 0.0142040 |
| fear:fun | -0.7265687 | 0.2986243 | -2.4330530 | 0.0149768 |
| sadness:photo | 0.5558207 | 0.2285494 | 2.4319504 | 0.0150224 |
| words:beautiful.photo | -0.0004500 | 0.0001852 | -2.4290501 | 0.0151431 |
| anticipation:absolutely.love | -2.0528022 | 0.8459593 | -2.4265967 | 0.0152459 |
| handle:cool | -0.0142718 | 0.0058883 | -2.4237683 | 0.0153651 |
| ave_sentiment:amazing.wow | -14.7950060 | 6.1239944 | -2.4159078 | 0.0157008 |
| surprise:amazing | -0.2595852 | 0.1075787 | -2.4129796 | 0.0158275 |
| wow.wow:Topic_10 | 0.7960043 | 0.3317293 | 2.3995601 | 0.0164196 |
| influencersMicro:babe | 0.0207924 | 0.0086701 | 2.3981574 | 0.0164826 |
| absolutely.delicious:Topic_2 | -0.2655621 | 0.1108903 | -2.3948190 | 0.0166335 |
| words:lovely | 0.0000591 | 0.0000247 | 2.3918268 | 0.0167696 |
| fear:nice | 0.7866352 | 0.3294432 | 2.3877716 | 0.0169558 |
| trust:beautiful.shot | 2.5826866 | 1.0818498 | 2.3872876 | 0.0169781 |
| emoji:beautiful.photo | 0.0736950 | 0.0309507 | 2.3810483 | 0.0172684 |
| joy:nice.shot | 1.5445179 | 0.6487955 | 2.3805929 | 0.0172898 |
| youre:Topic_6 | 0.1107303 | 0.0465674 | 2.3778508 | 0.0174189 |
| ave_sentiment:Topic_12 | 0.1642311 | 0.0692008 | 2.3732541 | 0.0176371 |
| nice | 0.0493999 | 0.0208288 | 2.3717173 | 0.0177107 |
| handle:pic | 0.0110724 | 0.0046761 | 2.3678836 | 0.0178952 |
| nice.shot:Topic_10 | 0.5125169 | 0.2165914 | 2.3662845 | 0.0179727 |
| beautiful:Topic_7 | -0.0331968 | 0.0140332 | -2.3655868 | 0.0180066 |
| sadness:amazing.wow | 620.3898064 | 262.6071222 | 2.3624257 | 0.0181609 |
| hashtag:amazing.love | 0.2020408 | 0.0856836 | 2.3579862 | 0.0183795 |
| delicious:Topic_5 | 0.0490541 | 0.0208085 | 2.3574068 | 0.0184082 |
| anger:totally.agree | 5.6754395 | 2.4117992 | 2.3531973 | 0.0186179 |
| amazing.wow:Topic_5 | 113.5358114 | 48.3177376 | 2.3497750 | 0.0187899 |
| youre:Topic_2 | 0.0735332 | 0.0312941 | 2.3497492 | 0.0187912 |
| absolutely:Topic_2 | 0.1063141 | 0.0453309 | 2.3452914 | 0.0190174 |
| fear:beautiful.love | -7.7039373 | 3.2967895 | -2.3367999 | 0.0194548 |
| sadness:girl.love | -33.4104013 | 14.3114920 | -2.3345156 | 0.0195740 |
| Post:hope.youre | 0.0000419 | 0.0000180 | 2.3335763 | 0.0196232 |
| words:awesome | -0.0000640 | 0.0000274 | -2.3333192 | 0.0196367 |
| Post:Topic_4 | 0.0000260 | 0.0000111 | 2.3331559 | 0.0196452 |
| surprise:yum | -0.5994821 | 0.2570965 | -2.3317393 | 0.0197197 |
| surprise:happy | -0.3748086 | 0.1608006 | -2.3308901 | 0.0197644 |
| happy.birthday:Topic_13 | 0.2426025 | 0.1041032 | 2.3304041 | 0.0197901 |
| hashtag:love | -0.0044114 | 0.0018932 | -2.3300976 | 0.0198063 |
| amazing.wow:Topic_2 | 26.1886220 | 11.2458524 | 2.3287360 | 0.0198783 |
| amazing.wow:Topic_1 | -171.7878830 | 73.9856276 | -2.3219088 | 0.0202432 |
| check:Topic_8 | 0.0780117 | 0.0336032 | 2.3215543 | 0.0202623 |
| emoji:gorgeous.love | 0.1964976 | 0.0846565 | 2.3211175 | 0.0202858 |
| absolutely.love:Topic_4 | 0.2887384 | 0.1245647 | 2.3179790 | 0.0204558 |
| ave_sentiment:lol | 0.0496020 | 0.0214109 | 2.3166722 | 0.0205270 |
| ave_sentiment:perfect | 0.0317470 | 0.0137309 | 2.3120805 | 0.0207786 |
| emoji:wait | 0.0143591 | 0.0062141 | 2.3107149 | 0.0208540 |
| anger:lovely | 0.9233299 | 0.3996327 | 2.3104463 | 0.0208689 |
| disgust:amazing | 0.4705928 | 0.2038297 | 2.3087550 | 0.0209626 |
| ave_sentiment:idea | -0.0340347 | 0.0147418 | -2.3087240 | 0.0209643 |
| hashtag:happy.birthday | 0.0819733 | 0.0355173 | 2.3079856 | 0.0210054 |
| picture:Topic_11 | 0.0840062 | 0.0364015 | 2.3077648 | 0.0210176 |
| influencersNano:check | 0.0251813 | 0.0109202 | 2.3059420 | 0.0211193 |
| disgust:beautiful.pic | 7.0992653 | 3.0842995 | 2.3017432 | 0.0213551 |
| xx:Topic_6 | -0.0455453 | 0.0197992 | -2.3003659 | 0.0214330 |
| handle:beautiful.pic | 0.0978881 | 0.0426114 | 2.2972269 | 0.0216113 |
| check:Topic_2 | 0.0569738 | 0.0248587 | 2.2919087 | 0.0219164 |
| babe:Topic_4 | -0.0750510 | 0.0328215 | -2.2866398 | 0.0222224 |
| emoji:wow.love | -0.7890057 | 0.3455169 | -2.2835516 | 0.0224035 |
| omg.yum:Topic_5 | -1.1759638 | 0.5154958 | -2.2812289 | 0.0225405 |
| absolutely.love:Topic_7 | 0.2782761 | 0.1220872 | 2.2793221 | 0.0226535 |
| fear:stunning | 1.0547287 | 0.4630278 | 2.2778953 | 0.0227384 |
| pretty.love:Topic_4 | 2.6258613 | 1.1546539 | 2.2741544 | 0.0229623 |
| pretty:Topic_7 | 0.0393890 | 0.0173215 | 2.2739950 | 0.0229719 |
| trust:check | -0.5199971 | 0.2288314 | -2.2724023 | 0.0230679 |
| influencersNano:Topic_8 | -0.0996968 | 0.0439951 | -2.2660871 | 0.0234517 |
| joy:absolutely.amazing | 1.3022154 | 0.5748241 | 2.2654157 | 0.0234929 |
| influencersMicro | 0.0517731 | 0.0228976 | 2.2610673 | 0.0237608 |
| hashtag:surprise | -0.4264461 | 0.1891519 | -2.2545167 | 0.0241694 |
| awesome:Topic_2 | 0.0447726 | 0.0198832 | 2.2517799 | 0.0243419 |
| anticipation:post | -0.3524702 | 0.1566316 | -2.2503138 | 0.0244348 |
| anticipation:amazing.wow | -222.5712888 | 99.0601894 | -2.2468288 | 0.0246568 |
| feel:Topic_8 | 0.0546035 | 0.0243027 | 2.2468095 | 0.0246580 |
| beautiful.photo | -0.2481704 | 0.1104920 | -2.2460476 | 0.0247068 |
| anger:pretty | -0.5931491 | 0.2643015 | -2.2442142 | 0.0248244 |
| joy:fun | -0.1622066 | 0.0723087 | -2.2432511 | 0.0248864 |
| fear:cool | 0.7694880 | 0.3433284 | 2.2412596 | 0.0250151 |
| absolutely.delicious:Topic_1 | -0.2598898 | 0.1159806 | -2.2408044 | 0.0250446 |
| shot:Topic_14 | 0.0692501 | 0.0309089 | 2.2404563 | 0.0250672 |
| fear:Topic_2 | -2.3853660 | 1.0667594 | -2.2360861 | 0.0253520 |
| anticipation:love | -0.1256423 | 0.0562364 | -2.2341820 | 0.0254770 |
| influencersNano:delicious | 0.0155311 | 0.0069536 | 2.2335215 | 0.0255205 |
| shot:Topic_6 | -0.0771568 | 0.0346733 | -2.2252509 | 0.0260703 |
| girl.love:Topic_13 | -1.9384098 | 0.8724418 | -2.2218212 | 0.0263013 |
| emoji:delicious | -0.0089157 | 0.0040172 | -2.2194070 | 0.0264650 |
| hashtag:Topic_9 | -0.0474726 | 0.0213925 | -2.2191259 | 0.0264841 |
| influencersNano:wow.wow | 0.2924933 | 0.1318661 | 2.2181083 | 0.0265534 |
| words | 0.0003429 | 0.0001547 | 2.2163698 | 0.0266722 |
| girl.love:Topic_1 | -2.9177846 | 1.3182475 | -2.2133815 | 0.0268774 |
| love.love | 0.1670596 | 0.0755984 | 2.2098292 | 0.0271230 |
| hashtag:Topic_14 | 0.0566949 | 0.0256807 | 2.2076864 | 0.0272722 |
| handle:youre | 0.0186652 | 0.0084702 | 2.2036352 | 0.0275561 |
| beautiful:Topic_14 | -0.0318084 | 0.0144751 | -2.1974589 | 0.0279938 |
| trust:cool | -0.3623768 | 0.1650300 | -2.1958236 | 0.0281107 |
| yum.yum:Topic_11 | 0.3462188 | 0.1576821 | 2.1956757 | 0.0281213 |
| words:feel | 0.0000233 | 0.0000106 | 2.1915857 | 0.0284156 |
| nice.shot:Topic_6 | 0.5464378 | 0.2494168 | 2.1908625 | 0.0284679 |
| words:pic | -0.0000432 | 0.0000197 | -2.1907970 | 0.0284726 |
| Post:omg.yum | -0.0001419 | 0.0000649 | -2.1871591 | 0.0287371 |
| sadness:omg.love | 28.6367095 | 13.1505883 | 2.1775991 | 0.0294421 |
| disgust:amazing.wow | 568.4684485 | 261.1305822 | 2.1769509 | 0.0294905 |
| influencersNano:amazing.wow | 24.0926232 | 11.0769424 | 2.1750247 | 0.0296345 |
| influencersMicro:love | 0.0054722 | 0.0025211 | 2.1706060 | 0.0299672 |
| disgust:beautiful.picture | -7.5482763 | 3.4775587 | -2.1705676 | 0.0299701 |
| yummy:Topic_11 | 0.0881325 | 0.0406662 | 2.1672160 | 0.0302247 |
| trust:stunning | -0.5018313 | 0.2322646 | -2.1606021 | 0.0307324 |
| emoji:absolutely.delicious | 0.0728466 | 0.0338150 | 2.1542688 | 0.0312255 |
| nice:Topic_1 | -0.0496177 | 0.0230643 | -2.1512795 | 0.0314605 |
| influencersNano:stunning.love | 1.9066718 | 0.8863735 | 2.1510930 | 0.0314752 |
| surprise:stunning.love | 174.6133048 | 81.2012678 | 2.1503766 | 0.0315318 |
| beautiful.love:Topic_1 | 0.4994588 | 0.2331295 | 2.1424096 | 0.0321670 |
| influencersNano:joy | -0.3116495 | 0.1455715 | -2.1408694 | 0.0322910 |
| cute:Topic_10 | 0.0252850 | 0.0118120 | 2.1406175 | 0.0323113 |
| emoji:Topic_6 | -0.0635831 | 0.0297066 | -2.1403734 | 0.0323310 |
| wow:Topic_12 | 0.0676427 | 0.0316086 | 2.1400087 | 0.0323605 |
| beautiful.picture:Topic_4 | 0.6547577 | 0.3059709 | 2.1399348 | 0.0323665 |
| Post:Topic_10 | 0.0000181 | 0.0000085 | 2.1381576 | 0.0325104 |
| nice:Topic_3 | -0.0476375 | 0.0223219 | -2.1341123 | 0.0328401 |
| beautiful:Topic_11 | -0.0278881 | 0.0130862 | -2.1311039 | 0.0330871 |
| hashtag:Topic_10 | -0.0514397 | 0.0241599 | -2.1291338 | 0.0332497 |
| sounds.amazing:Topic_6 | -0.2251753 | 0.1057619 | -2.1290765 | 0.0332544 |
| handle:beautiful.photo | 0.0588430 | 0.0276469 | 2.1283787 | 0.0333122 |
| nice.shot | -0.4084568 | 0.1922876 | -2.1241977 | 0.0336601 |
| trust:Topic_5 | -1.8429910 | 0.8691338 | -2.1204918 | 0.0339711 |
| hashtag:Topic_3 | -0.0469621 | 0.0221811 | -2.1172092 | 0.0342487 |
| enjoy:Topic_13 | -0.0655219 | 0.0309495 | -2.1170607 | 0.0342613 |
| anticipation:babe | -0.3595614 | 0.1698795 | -2.1165673 | 0.0343032 |
| beautiful.love:Topic_6 | 0.6753681 | 0.3193704 | 2.1146856 | 0.0344633 |
| absolutely.delicious:Topic_3 | -0.2485320 | 0.1175781 | -2.1137608 | 0.0345423 |
| joy:omg.yum | -4.3349008 | 2.0537863 | -2.1106874 | 0.0348058 |
| handle:absolutely.stunning | 0.0800908 | 0.0380298 | 2.1060033 | 0.0352107 |
| handle:hair | -0.0087427 | 0.0041526 | -2.1053624 | 0.0352664 |
| absolutely.gorgeous:Topic_10 | 0.2833269 | 0.1346057 | 2.1048655 | 0.0353097 |
| lol:Topic_3 | 0.0610244 | 0.0290690 | 2.0992917 | 0.0357979 |
| handle:lol | -0.0175562 | 0.0083889 | -2.0927858 | 0.0363750 |
| yummy:Topic_6 | 0.0922441 | 0.0441431 | 2.0896612 | 0.0366550 |
| gorgeous.photo:Topic_13 | 0.3261233 | 0.1561619 | 2.0883668 | 0.0367715 |
| fear:life | 0.9670248 | 0.4631804 | 2.0877928 | 0.0368233 |
| perfect:Topic_4 | -0.0508024 | 0.0243538 | -2.0860183 | 0.0369837 |
| influencersNano:ice.cream | 0.0484156 | 0.0232354 | 2.0836981 | 0.0371944 |
| anticipation:perfect | -0.2828417 | 0.1361185 | -2.0779077 | 0.0377246 |
| beautiful:Topic_12 | -0.0256784 | 0.0123691 | -2.0760195 | 0.0378989 |
| cool:Topic_7 | 0.0552827 | 0.0266302 | 2.0759355 | 0.0379067 |
| yummy:Topic_12 | 0.0822038 | 0.0396205 | 2.0747765 | 0.0380141 |
| sadness:love.love | -1.7472070 | 0.8425734 | -2.0736555 | 0.0381181 |
| influencersMicro:amazing.wow | 15.5161166 | 7.5060475 | 2.0671487 | 0.0387270 |
| ave_sentiment:beautiful.photo | 0.1647157 | 0.0797474 | 2.0654690 | 0.0388855 |
| absolutely.delicious:Topic_12 | -0.2563141 | 0.1242248 | -2.0633076 | 0.0390903 |
| omg:Topic_5 | -0.1014269 | 0.0491611 | -2.0631533 | 0.0391049 |
| sadness:beautiful.pic | 4.2912699 | 2.0836838 | 2.0594631 | 0.0394568 |
| lol:Topic_10 | -0.0674758 | 0.0328313 | -2.0552245 | 0.0398642 |
| nice:Topic_12 | -0.0499581 | 0.0243897 | -2.0483319 | 0.0405344 |
| nice:Topic_2 | -0.0418647 | 0.0204410 | -2.0480782 | 0.0405593 |
| nice:Topic_14 | -0.0548579 | 0.0267853 | -2.0480584 | 0.0405612 |
| words:fear | -0.0068885 | 0.0033678 | -2.0454317 | 0.0408193 |
| disgust:pretty.love | -23.6360572 | 11.5609924 | -2.0444661 | 0.0409145 |
| hope.youre:Topic_10 | 0.4757188 | 0.2328717 | 2.0428366 | 0.0410756 |
| picture | -0.0611655 | 0.0299455 | -2.0425599 | 0.0411030 |
| emoji:lol | 0.0156656 | 0.0076895 | 2.0372617 | 0.0416308 |
| anticipation:sounds | -0.3840543 | 0.1885266 | -2.0371359 | 0.0416434 |
| Post:girl | 0.0000033 | 0.0000016 | 2.0358381 | 0.0417736 |
| girl:Topic_1 | -0.0356637 | 0.0175426 | -2.0329737 | 0.0420622 |
| anger:amazing.wow | -467.1195877 | 229.9254428 | -2.0316133 | 0.0421999 |
| joy:cool | 0.1886126 | 0.0929073 | 2.0301162 | 0.0423518 |
| absolutely:Topic_1 | 0.1071681 | 0.0528955 | 2.0260351 | 0.0427683 |
| perfect:Topic_5 | -0.0532724 | 0.0263232 | -2.0237794 | 0.0429999 |
| wait:Topic_14 | 0.0506367 | 0.0251194 | 2.0158404 | 0.0438238 |
| absolutely.love:Topic_14 | 0.2410514 | 0.1196074 | 2.0153558 | 0.0438745 |
| ice.cream:Topic_10 | -0.1164210 | 0.0577942 | -2.0144075 | 0.0439739 |
| words:stunning.love | -0.0111689 | 0.0055503 | -2.0123184 | 0.0441935 |
| emoji:ice.cream | 0.0345331 | 0.0171844 | 2.0095554 | 0.0444854 |
| beautiful.photo:Topic_3 | 0.2584555 | 0.1292173 | 2.0001624 | 0.0454899 |
| emoji:sweet | 0.0111892 | 0.0055974 | 1.9989900 | 0.0456166 |
| idea:Topic_5 | 0.0575923 | 0.0288954 | 1.9931301 | 0.0462544 |
| check:Topic_4 | 0.0697470 | 0.0351248 | 1.9856878 | 0.0470753 |
| beautiful.pic:Topic_11 | -0.3515440 | 0.1772311 | -1.9835348 | 0.0473150 |
| amazing.wow:Topic_3 | -7.5897085 | 3.8314463 | -1.9808991 | 0.0476099 |
| yum:Topic_5 | -0.0677107 | 0.0341818 | -1.9808977 | 0.0476100 |
| love:Topic_11 | -0.0171059 | 0.0086394 | -1.9799944 | 0.0477115 |
| gorgeous:Topic_12 | 0.0357769 | 0.0180748 | 1.9793852 | 0.0477800 |
| wait:Topic_12 | 0.0419047 | 0.0212725 | 1.9699037 | 0.0488568 |
| wow.wow:Topic_12 | -0.5510143 | 0.2799581 | -1.9682028 | 0.0490521 |
| influencersNano:yum | 0.0232199 | 0.0118018 | 1.9674906 | 0.0491340 |
| anticipation:fun | 0.1635432 | 0.0831273 | 1.9673840 | 0.0491463 |
| joy:Topic_3 | 0.7228310 | 0.3674363 | 1.9672282 | 0.0491643 |
| beautiful.pic:Topic_9 | -0.3536624 | 0.1798504 | -1.9664260 | 0.0492568 |
| anger:gorgeous.love | 10.8342319 | 5.5131871 | 1.9651486 | 0.0494044 |
| pic:Topic_11 | -0.0408071 | 0.0207714 | -1.9645816 | 0.0494701 |
| favorite:Topic_4 | -0.0750751 | 0.0382350 | -1.9635207 | 0.0495931 |
| ave_sentiment:super.cute | -0.1582647 | 0.0807395 | -1.9601904 | 0.0499809 |
| surprise:pretty.love | -7.7979476 | 3.9785756 | -1.9599848 | 0.0500050 |
| anger:stunning | -0.8958371 | 0.4570725 | -1.9599453 | 0.0500096 |
| feel:Topic_12 | 0.0409029 | 0.0209227 | 1.9549501 | 0.0505964 |
| anger:youre | 1.0402234 | 0.5349410 | 1.9445575 | 0.0518357 |
| anticipation:stunning | 0.4295441 | 0.2210892 | 1.9428541 | 0.0520413 |
| emoji:hair | -0.0083726 | 0.0043132 | -1.9411365 | 0.0522492 |
| happy:Topic_9 | -0.0479987 | 0.0247705 | -1.9377320 | 0.0526634 |
| wait:Topic_9 | 0.0399188 | 0.0206020 | 1.9376147 | 0.0526778 |
| joy:adorable | -0.2228754 | 0.1151326 | -1.9358153 | 0.0528978 |
| handle:time | 0.0076531 | 0.0039583 | 1.9334513 | 0.0531882 |
| birthday:Topic_7 | -0.0598272 | 0.0309504 | -1.9330027 | 0.0532434 |
| ave_sentiment:beautiful.pic | 0.2917827 | 0.1509812 | 1.9325766 | 0.0532959 |
| stunning:Topic_5 | -0.0799242 | 0.0413631 | -1.9322581 | 0.0533352 |
| absolutely:Topic_13 | 0.1011543 | 0.0523894 | 1.9308165 | 0.0535133 |
| anger:super.cute | 3.4897000 | 1.8078750 | 1.9302772 | 0.0535800 |
| words:gorgeous.photo | 0.0004872 | 0.0002527 | 1.9279211 | 0.0538725 |
| surprise:gorgeous.photo | -2.1275876 | 1.1054605 | -1.9246166 | 0.0542849 |
| words:check | 0.0000601 | 0.0000312 | 1.9226165 | 0.0545358 |
| cool:Topic_2 | 0.0381190 | 0.0198887 | 1.9166113 | 0.0552949 |
| ave_sentiment:omg.love | 1.6002974 | 0.8361021 | 1.9139974 | 0.0556281 |
| wow.love:Topic_4 | 7.4124441 | 3.8738420 | 1.9134606 | 0.0556967 |
| super:Topic_11 | 0.0752000 | 0.0393258 | 1.9122293 | 0.0558544 |
| handle:picture | -0.0156978 | 0.0082146 | -1.9109547 | 0.0560180 |
| pretty:Topic_3 | 0.0302502 | 0.0158545 | 1.9079822 | 0.0564011 |
| words:absolutely.love | 0.0002025 | 0.0001062 | 1.9066738 | 0.0565705 |
| photo:Topic_8 | -0.0451504 | 0.0237016 | -1.9049500 | 0.0567942 |
| beautiful.picture:Topic_14 | 0.4758591 | 0.2499321 | 1.9039536 | 0.0569239 |
| gorgeous.shot:Topic_1 | 0.3583760 | 0.1882511 | 1.9037122 | 0.0569553 |
| fear:amazing.wow | 275.2150452 | 144.6126650 | 1.9031185 | 0.0570327 |
| beautiful.love:Topic_8 | 0.6617137 | 0.3477137 | 1.9030419 | 0.0570427 |
| emoji:Topic_10 | -0.0468502 | 0.0246235 | -1.9026600 | 0.0570926 |
| cool:Topic_3 | 0.0437519 | 0.0230251 | 1.9001813 | 0.0574170 |
| feel:Topic_11 | 0.0404384 | 0.0212918 | 1.8992442 | 0.0575400 |
| babe:Topic_12 | -0.0520624 | 0.0274289 | -1.8980823 | 0.0576929 |
| joy:check | 0.2106287 | 0.1110271 | 1.8970915 | 0.0578235 |
| hashtag:omg | -0.0185864 | 0.0098153 | -1.8936205 | 0.0582831 |
| omg.yum:Topic_3 | 0.8723280 | 0.4606810 | 1.8935619 | 0.0582909 |
| nice.shot:Topic_8 | 0.4557764 | 0.2407496 | 1.8931558 | 0.0583448 |
| handle:beautiful.picture | -0.0986316 | 0.0521522 | -1.8912267 | 0.0586018 |
| delicious | 0.0269824 | 0.0142784 | 1.8897359 | 0.0588010 |
| stunning:Topic_13 | -0.0550975 | 0.0291788 | -1.8882690 | 0.0589976 |
| trust:Topic_6 | -1.6094670 | 0.8523810 | -1.8882014 | 0.0590066 |
| favorite:Topic_6 | 0.0711933 | 0.0377526 | 1.8857871 | 0.0593314 |
| lol:Topic_12 | -0.0595286 | 0.0316290 | -1.8820876 | 0.0598319 |
| joy:birthday | 0.2026896 | 0.1077720 | 1.8807262 | 0.0600169 |
| ave_sentiment:yum | -0.0414739 | 0.0220584 | -1.8801915 | 0.0600897 |
| photo:Topic_13 | -0.0341396 | 0.0181716 | -1.8787282 | 0.0602894 |
| anger:perfect | 0.5315995 | 0.2832216 | 1.8769739 | 0.0605294 |
| xx:Topic_1 | -0.0245876 | 0.0130996 | -1.8769695 | 0.0605300 |
| ave_sentiment:food | 0.0334904 | 0.0178453 | 1.8767106 | 0.0605655 |
| super.cute:Topic_7 | -0.2496119 | 0.1331069 | -1.8752748 | 0.0607627 |
| delicious.yum:Topic_2 | 9.8182811 | 5.2541481 | 1.8686723 | 0.0616762 |
| nice:Topic_10 | -0.0457623 | 0.0245097 | -1.8671094 | 0.0618941 |
| influencersNano:happy | 0.0199685 | 0.0107198 | 1.8627596 | 0.0625039 |
| fear:gorgeous.photo | -5.6653540 | 3.0497993 | -1.8576154 | 0.0632315 |
| sadness:pretty | 0.3371312 | 0.1815313 | 1.8571524 | 0.0632973 |
| Post:nice.shot | -0.0000386 | 0.0000208 | -1.8567555 | 0.0633538 |
| wait:Topic_7 | 0.0415579 | 0.0224025 | 1.8550560 | 0.0635961 |
| xx | 0.0260877 | 0.0140725 | 1.8538054 | 0.0637748 |
| day:Topic_4 | -0.0217855 | 0.0117631 | -1.8520270 | 0.0640298 |
| emoji:photo | -0.0096488 | 0.0052229 | -1.8474147 | 0.0646949 |
| joy:day | -0.0664112 | 0.0359858 | -1.8454823 | 0.0649753 |
| pic:Topic_2 | -0.0307655 | 0.0166826 | -1.8441659 | 0.0651669 |
| beautiful.love:Topic_2 | 0.4285682 | 0.2330418 | 1.8390189 | 0.0659203 |
| sounds:Topic_6 | 0.0670998 | 0.0365695 | 1.8348563 | 0.0665349 |
| pic:Topic_13 | -0.0320005 | 0.0174543 | -1.8333857 | 0.0667532 |
| enjoy:Topic_12 | -0.0699117 | 0.0381518 | -1.8324633 | 0.0668903 |
| joy:amazing.wow | 148.5981055 | 81.1777839 | 1.8305268 | 0.0671791 |
| fear:happy.friday | -46.0379928 | 25.1618943 | -1.8296712 | 0.0673071 |
| girl:Topic_12 | -0.0348192 | 0.0190469 | -1.8280824 | 0.0675451 |
| omg.love:Topic_5 | -7.0898095 | 3.8845543 | -1.8251282 | 0.0679896 |
| anticipation:delicious.yum | -59.9704646 | 32.8695365 | -1.8244999 | 0.0680845 |
| handle:stunning | -0.0140363 | 0.0076993 | -1.8230539 | 0.0683032 |
| emoji:birthday | 0.0140182 | 0.0077010 | 1.8203195 | 0.0687183 |
| lol:Topic_7 | -0.0645979 | 0.0355088 | -1.8192108 | 0.0688872 |
| omg:Topic_6 | -0.0839499 | 0.0461503 | -1.8190555 | 0.0689109 |
| anger:beautiful.shot | -4.0875545 | 2.2484071 | -1.8179780 | 0.0690755 |
| anticipation:Topic_6 | 1.5055583 | 0.8283830 | 1.8174664 | 0.0691537 |
| nice.shot:Topic_12 | -0.4032376 | 0.2218762 | -1.8173992 | 0.0691640 |
| yum:Topic_9 | -0.0482903 | 0.0265943 | -1.8158168 | 0.0694065 |
| emoji:Topic_11 | -0.0443461 | 0.0244399 | -1.8144947 | 0.0696096 |
| love:Topic_1 | -0.0139210 | 0.0076758 | -1.8136172 | 0.0697447 |
| life:Topic_3 | 0.0490598 | 0.0270535 | 1.8134323 | 0.0697732 |
| absolutely.stunning:Topic_14 | -0.3102471 | 0.1716699 | -1.8072309 | 0.0707343 |
| influencersNano:Topic_6 | -0.0856499 | 0.0474430 | -1.8053250 | 0.0710319 |
| Post:gorgeous.shot | -0.0000386 | 0.0000214 | -1.8027049 | 0.0714426 |
| disgust:favorite | 0.8851860 | 0.4911641 | 1.8022206 | 0.0715187 |
| beautiful | 0.0201233 | 0.0111734 | 1.8009919 | 0.0717122 |
| pic:Topic_3 | -0.0330329 | 0.0183582 | -1.7993512 | 0.0719712 |
| hashtag:nice | -0.0109405 | 0.0060853 | -1.7978548 | 0.0722081 |
| life:Topic_1 | 0.0496504 | 0.0276501 | 1.7956705 | 0.0725550 |
| joy:pic | -0.1252648 | 0.0698353 | -1.7937176 | 0.0728663 |
| sounds.amazing:Topic_9 | -0.1400584 | 0.0781786 | -1.7915184 | 0.0732182 |
| influencersNano:sadness | -0.7979389 | 0.4454092 | -1.7914739 | 0.0732253 |
| feel:Topic_3 | 0.0384380 | 0.0214712 | 1.7902104 | 0.0734282 |
| sadness:gorgeous.photo | 3.0729703 | 1.7165813 | 1.7901687 | 0.0734349 |
| yummy:Topic_5 | 0.0891063 | 0.0497804 | 1.7899857 | 0.0734643 |
| anger:feel | -0.6449054 | 0.3606746 | -1.7880534 | 0.0737755 |
| joy:Topic_11 | 0.7248901 | 0.4063620 | 1.7838528 | 0.0744557 |
| haha:Topic_3 | -0.0380416 | 0.0213584 | -1.7811044 | 0.0749035 |
| nice:Topic_5 | -0.0578215 | 0.0324778 | -1.7803365 | 0.0750290 |
| emoji:Topic_2 | -0.0354489 | 0.0199463 | -1.7772195 | 0.0755402 |
| sadness:idea | -0.5462768 | 0.3079576 | -1.7738702 | 0.0760927 |
| Post:Topic_5 | 0.0000188 | 0.0000106 | 1.7697880 | 0.0767706 |
| emoji:life | -0.0143113 | 0.0080928 | -1.7684131 | 0.0770000 |
| happy.birthday:Topic_9 | 0.2148456 | 0.1215961 | 1.7668790 | 0.0772566 |
| xx:Topic_10 | -0.0270030 | 0.0152903 | -1.7660148 | 0.0774015 |
| emoji:favorite | -0.0135310 | 0.0076666 | -1.7649343 | 0.0775830 |
| absolutely.stunning:Topic_4 | -0.3468800 | 0.1965565 | -1.7647852 | 0.0776080 |
| amazing.wow:Topic_4 | 10.7730185 | 6.1053089 | 1.7645329 | 0.0776504 |
| words:adorable | -0.0000847 | 0.0000481 | -1.7637451 | 0.0777831 |
| trust:lovely | -0.3075603 | 0.1746053 | -1.7614597 | 0.0781688 |
| pretty.love:Topic_2 | 1.0891409 | 0.6185859 | 1.7606946 | 0.0782983 |
| disgust:amazing.love | 10.5134493 | 5.9764028 | 1.7591601 | 0.0785585 |
| joy:delicious.yum | 24.2818181 | 13.8483191 | 1.7534127 | 0.0795394 |
| life:Topic_12 | 0.0503188 | 0.0287151 | 1.7523448 | 0.0797227 |
| check:Topic_10 | 0.0556583 | 0.0318199 | 1.7491676 | 0.0802702 |
| ave_sentiment:pretty.love | 1.0029379 | 0.5741881 | 1.7467063 | 0.0806965 |
| perfect:Topic_13 | -0.0310396 | 0.0178191 | -1.7419296 | 0.0815290 |
| food:Topic_5 | -0.0481459 | 0.0276752 | -1.7396768 | 0.0819240 |
| influencersNano:fun | -0.0133593 | 0.0076812 | -1.7392240 | 0.0820036 |
| fear:omg.yum | -27.2916368 | 15.7033536 | -1.7379496 | 0.0822279 |
| amazing.love:Topic_11 | -0.6844839 | 0.3938783 | -1.7378058 | 0.0822532 |
| disgust:hope.youre | 5.7226704 | 3.2943260 | 1.7371293 | 0.0823726 |
| joy:youre | 0.2309573 | 0.1329651 | 1.7369764 | 0.0823996 |
| anticipation:life | -0.3521273 | 0.2027711 | -1.7365753 | 0.0824704 |
| super.cute:Topic_13 | -0.1828671 | 0.1053579 | -1.7356753 | 0.0826295 |
| beautiful:Topic_1 | -0.0211112 | 0.0121638 | -1.7355685 | 0.0826484 |
| yum.yum:Topic_2 | 0.2392755 | 0.1380432 | 1.7333382 | 0.0830438 |
| words:post | 0.0000240 | 0.0000139 | 1.7305535 | 0.0835397 |
| lovely:Topic_9 | 0.0411542 | 0.0238107 | 1.7283937 | 0.0839259 |
| handle:omg.yum | -0.2379112 | 0.1376727 | -1.7280919 | 0.0839800 |
| enjoy:Topic_1 | -0.0611336 | 0.0353770 | -1.7280606 | 0.0839856 |
| joy:absolutely.love | 0.6305370 | 0.3651754 | 1.7266688 | 0.0842354 |
| beautiful.picture:Topic_11 | 0.3874155 | 0.2244145 | 1.7263391 | 0.0842947 |
| gorgeous:Topic_4 | 0.0403340 | 0.0233660 | 1.7261853 | 0.0843223 |
| picture:Topic_7 | 0.0623604 | 0.0361921 | 1.7230386 | 0.0848898 |
| trust:love.love | -0.9831381 | 0.5707219 | -1.7226218 | 0.0849652 |
| absolutely.love:Topic_11 | 0.2067624 | 0.1200890 | 1.7217432 | 0.0851243 |
| post:Topic_6 | 0.0458198 | 0.0266168 | 1.7214610 | 0.0851755 |
| sadness:stunning.love | -36.1940355 | 21.0467082 | -1.7197005 | 0.0854951 |
| sadness:sweet | -0.4090194 | 0.2378770 | -1.7194572 | 0.0855394 |
| Post:hope | -0.0000044 | 0.0000025 | -1.7187563 | 0.0856670 |
| gorgeous:Topic_8 | 0.0385473 | 0.0224907 | 1.7139247 | 0.0865508 |
| joy:idea | -0.1594822 | 0.0931165 | -1.7127171 | 0.0867729 |
| emoji:pretty.love | 0.2478439 | 0.1448115 | 1.7114925 | 0.0869985 |
| hair:Topic_14 | -0.0316628 | 0.0185087 | -1.7106992 | 0.0871449 |
| wow:Topic_7 | 0.0616213 | 0.0360237 | 1.7105769 | 0.0871675 |
| sadness:post | 0.4820270 | 0.2819021 | 1.7099091 | 0.0872910 |
| ave_sentiment:stunning | 0.0364914 | 0.0213909 | 1.7059317 | 0.0880291 |
| birthday:Topic_1 | -0.0492707 | 0.0288941 | -1.7052175 | 0.0881622 |
| stunning | 0.0471304 | 0.0276421 | 1.7050214 | 0.0881987 |
| influencersNano:wait | 0.0153846 | 0.0090279 | 1.7041138 | 0.0883681 |
| words:pretty | -0.0000412 | 0.0000242 | -1.7025397 | 0.0886625 |
| joy:lovely | 0.1476076 | 0.0867886 | 1.7007722 | 0.0889941 |
| shot:Topic_13 | 0.0394034 | 0.0231743 | 1.7003033 | 0.0890822 |
| anger:nice | -0.5857057 | 0.3446390 | -1.6994762 | 0.0892378 |
| amazing.love:Topic_3 | -0.6233937 | 0.3676173 | -1.6957681 | 0.0899381 |
| babe:Topic_10 | -0.0485012 | 0.0286423 | -1.6933411 | 0.0903989 |
| amazing.love:Topic_1 | -0.5165485 | 0.3051773 | -1.6926176 | 0.0905366 |
| surprise:totally.agree | 2.5619097 | 1.5142554 | 1.6918610 | 0.0906808 |
| joy:feel | 0.1600630 | 0.0946153 | 1.6917239 | 0.0907069 |
| beautiful.picture:Topic_2 | 0.3277295 | 0.1937431 | 1.6915677 | 0.0907367 |
| babe:Topic_3 | -0.0431801 | 0.0255585 | -1.6894624 | 0.0911392 |
| yum.yum:Topic_9 | 0.2771344 | 0.1641220 | 1.6885882 | 0.0913067 |
| wow:Topic_5 | 0.0752886 | 0.0446269 | 1.6870676 | 0.0915987 |
| emoji:delicious.yum | 2.1748458 | 1.2891505 | 1.6870380 | 0.0916044 |
| handle:birthday | 0.0122910 | 0.0072918 | 1.6855900 | 0.0918831 |
| anticipation:omg.yum | 4.8620364 | 2.8863111 | 1.6845157 | 0.0920904 |
| pic:Topic_14 | -0.0378942 | 0.0224998 | -1.6842023 | 0.0921509 |
| surprise:delicious.yum | 117.1034444 | 69.6318373 | 1.6817515 | 0.0926254 |
| gorgeous.photo | -0.2719772 | 0.1619016 | -1.6798924 | 0.0929866 |
| ave_sentiment:Topic_9 | 0.1020054 | 0.0607244 | 1.6798084 | 0.0930029 |
| post:Topic_13 | 0.0323521 | 0.0193659 | 1.6705712 | 0.0948148 |
| fear:Topic_13 | -1.9294220 | 1.1553863 | -1.6699367 | 0.0949402 |
| surprise:youre | 0.4639732 | 0.2780724 | 1.6685336 | 0.0952182 |
| hashtag:happy.friday | 0.4160289 | 0.2495026 | 1.6674335 | 0.0954366 |
| sadness:amazing | -0.2748465 | 0.1648342 | -1.6674124 | 0.0954408 |
| anticipation:absolutely.delicious | -1.7381406 | 1.0428263 | -1.6667595 | 0.0955706 |
| words:sounds | -0.0000580 | 0.0000348 | -1.6642543 | 0.0960700 |
| trust:beautiful.pic | -1.8298618 | 1.0996297 | -1.6640709 | 0.0961066 |
| fear:pretty.love | -20.6870497 | 12.4344425 | -1.6636894 | 0.0961829 |
| girl.love | 2.6969798 | 1.6220262 | 1.6627227 | 0.0963763 |
| surprise:pretty | 0.2054967 | 0.1236839 | 1.6614671 | 0.0966280 |
| hashtag:absolutely.amazing | 0.0649689 | 0.0391047 | 1.6614088 | 0.0966397 |
| check:Topic_11 | 0.0517355 | 0.0311501 | 1.6608475 | 0.0967524 |
| nice:Topic_4 | -0.0512465 | 0.0308641 | -1.6603923 | 0.0968439 |
| yum:Topic_12 | -0.0463101 | 0.0278929 | -1.6602834 | 0.0968658 |
| influencersNano:im.loving | 1.0628071 | 0.6406804 | 1.6588724 | 0.0971499 |
| super:Topic_13 | 0.0574278 | 0.0346525 | 1.6572506 | 0.0974772 |
| check:Topic_1 | 0.0480286 | 0.0289865 | 1.6569310 | 0.0975418 |
| youre | -0.0831369 | 0.0501916 | -1.6563896 | 0.0976513 |
| totally.agree:Topic_1 | 0.2150888 | 0.1299547 | 1.6551056 | 0.0979114 |
| disgust:gorgeous | 0.4448001 | 0.2687937 | 1.6548009 | 0.0979733 |
| surprise:wow.love | -32.3671058 | 19.5712879 | -1.6538056 | 0.0981754 |
| wow:Topic_4 | 0.0674151 | 0.0407900 | 1.6527368 | 0.0983928 |
| yum:Topic_2 | -0.0393419 | 0.0238227 | -1.6514457 | 0.0986560 |
| perfect:Topic_10 | -0.0309056 | 0.0187156 | -1.6513259 | 0.0986804 |
| hope.youre:Topic_11 | -0.3400359 | 0.2059894 | -1.6507443 | 0.0987992 |
| pretty:Topic_9 | 0.0260257 | 0.0157923 | 1.6479989 | 0.0993613 |
| hashtag | 0.0283211 | 0.0171876 | 1.6477687 | 0.0994085 |
| super:Topic_3 | 0.0601685 | 0.0365242 | 1.6473598 | 0.0994925 |
| sadness:beautiful | -0.2169727 | 0.1317694 | -1.6466090 | 0.0996468 |
| Post:delicious.yum | -0.0018136 | 0.0011019 | -1.6458607 | 0.0998008 |
| amazing.love:Topic_5 | -0.9159002 | 0.5568303 | -1.6448464 | 0.1000099 |
| emoji:feel | -0.0103352 | 0.0062882 | -1.6435719 | 0.1002730 |
| sounds.amazing | 0.1399701 | 0.0851740 | 1.6433433 | 0.1003203 |
| joy:xx | -0.0805916 | 0.0490819 | -1.6419825 | 0.1006020 |
| idea:Topic_12 | 0.0366921 | 0.0223906 | 1.6387331 | 0.1012773 |
| trust:delicious | -0.2174361 | 0.1327372 | -1.6380938 | 0.1014105 |
| absolutely.love:Topic_12 | 0.1773909 | 0.1083219 | 1.6376265 | 0.1015080 |
| sadness:beautiful.love | 3.9737404 | 2.4274823 | 1.6369802 | 0.1016430 |
| fear:lol | -0.7296435 | 0.4462679 | -1.6349897 | 0.1020596 |
| words:gorgeous.love | -0.0007183 | 0.0004398 | -1.6333339 | 0.1024072 |
| xx:Topic_8 | -0.0298723 | 0.0182909 | -1.6331794 | 0.1024397 |
| birthday:Topic_9 | -0.0451249 | 0.0276446 | -1.6323221 | 0.1026200 |
| influencersNano:Topic_12 | -0.0607327 | 0.0372407 | -1.6308138 | 0.1029380 |
| ave_sentiment:check | -0.0353762 | 0.0216950 | -1.6306202 | 0.1029789 |
| favorite:Topic_9 | 0.0429389 | 0.0263389 | 1.6302496 | 0.1030572 |
| love:Topic_13 | -0.0120008 | 0.0073634 | -1.6297918 | 0.1031539 |
| pic:Topic_7 | -0.0346898 | 0.0212909 | -1.6293233 | 0.1032530 |
| disgust:check | -0.8242244 | 0.5059221 | -1.6291528 | 0.1032891 |
| disgust:Topic_8 | 2.4350402 | 1.4951712 | 1.6286029 | 0.1034055 |
| sounds.amazing:Topic_5 | -0.1831404 | 0.1125664 | -1.6269544 | 0.1037552 |
| nice.shot:Topic_3 | -0.3330362 | 0.2047585 | -1.6264833 | 0.1038553 |
| yum.yum:Topic_1 | 0.2561608 | 0.1578060 | 1.6232645 | 0.1045413 |
| sadness:omg.yum | 20.1504500 | 12.4299652 | 1.6211188 | 0.1050006 |
| anger:Topic_5 | 2.7583183 | 1.7018694 | 1.6207579 | 0.1050780 |
| gorgeous.shot:Topic_11 | 0.2849936 | 0.1759489 | 1.6197521 | 0.1052940 |
| wow:Topic_10 | -0.0558233 | 0.0344679 | -1.6195764 | 0.1053317 |
| words:babe | -0.0000658 | 0.0000407 | -1.6177159 | 0.1057322 |
| hashtag:joy | 0.1448879 | 0.0897804 | 1.6138034 | 0.1065785 |
| absolutely.beautiful:Topic_12 | 0.2478915 | 0.1537151 | 1.6126687 | 0.1068249 |
| words:fun | 0.0000317 | 0.0000197 | 1.6082396 | 0.1077911 |
| joy:sounds.amazing | -0.6327017 | 0.3934162 | -1.6082248 | 0.1077944 |
| hashtag:Topic_6 | -0.0463181 | 0.0288014 | -1.6081873 | 0.1078026 |
| sounds.delicious:Topic_6 | 0.2310083 | 0.1439827 | 1.6044170 | 0.1086306 |
| sadness:Topic_10 | 1.8537294 | 1.1576038 | 1.6013505 | 0.1093077 |
| totally.agree:Topic_6 | 0.3066201 | 0.1916321 | 1.6000452 | 0.1095970 |
| anticipation:Topic_5 | 1.3879235 | 0.8686593 | 1.5977766 | 0.1101011 |
| omg:Topic_3 | -0.0577289 | 0.0361708 | -1.5960095 | 0.1104951 |
| anticipation:birthday | -0.2551798 | 0.1600285 | -1.5945899 | 0.1108124 |
| wait:Topic_13 | 0.0295328 | 0.0185516 | 1.5919294 | 0.1114090 |
| hashtag:yum.yum | 0.0671397 | 0.0422826 | 1.5878817 | 0.1123215 |
| amazing:Topic_8 | -0.0242223 | 0.0152657 | -1.5867177 | 0.1125850 |
| absolutely.gorgeous:Topic_14 | 0.2478306 | 0.1562234 | 1.5863863 | 0.1126601 |
| hashtag:Topic_1 | -0.0356509 | 0.0224784 | -1.5860042 | 0.1127468 |
| hashtag:sadness | 0.4217132 | 0.2662829 | 1.5837039 | 0.1132695 |
| girl:Topic_6 | -0.0378057 | 0.0238777 | -1.5833073 | 0.1133599 |
| sadness:beautiful.picture | -4.0866969 | 2.5852141 | -1.5807963 | 0.1139331 |
| trust:super | 0.4286773 | 0.2712528 | 1.5803607 | 0.1140327 |
| beautiful.pic:Topic_1 | -0.3218337 | 0.2036946 | -1.5799817 | 0.1141195 |
| youre:Topic_12 | 0.0589699 | 0.0373455 | 1.5790362 | 0.1143362 |
| surprise:absolutely.gorgeous | 1.9698423 | 1.2478319 | 1.5786119 | 0.1144335 |
| totally.agree:Topic_3 | 0.2325928 | 0.1473948 | 1.5780257 | 0.1145681 |
| love.love:Topic_5 | -0.1629380 | 0.1033156 | -1.5770893 | 0.1147834 |
| words:totally.agree | -0.0001461 | 0.0000927 | -1.5755193 | 0.1151451 |
| love.love:Topic_9 | -0.1178330 | 0.0748130 | -1.5750341 | 0.1152570 |
| photo:Topic_4 | -0.0409760 | 0.0260640 | -1.5721328 | 0.1159282 |
| joy:beautiful.pic | 0.8983596 | 0.5716763 | 1.5714482 | 0.1160870 |
| surprise:post | 0.3157881 | 0.2009640 | 1.5713669 | 0.1161059 |
| Post:amazing | -0.0000018 | 0.0000012 | -1.5707750 | 0.1162434 |
| handle:yum | 0.0108585 | 0.0069139 | 1.5705369 | 0.1162987 |
| hashtag:ice.cream | 0.0200300 | 0.0127645 | 1.5691922 | 0.1166116 |
| anger:beautiful.photo | -2.8278111 | 1.8026767 | -1.5686734 | 0.1167325 |
| wow.love:Topic_6 | -5.1526086 | 3.2848993 | -1.5685743 | 0.1167556 |
| hashtag:day | 0.0033999 | 0.0021689 | 1.5675675 | 0.1169905 |
| hashtag:Topic_13 | -0.0323692 | 0.0206497 | -1.5675335 | 0.1169985 |
| amazing.wow | -6.3211280 | 4.0366634 | -1.5659290 | 0.1173737 |
| sadness:beautiful.shot | 2.6538694 | 1.6966943 | 1.5641412 | 0.1177929 |
| emoji:happy.birthday | -0.0548868 | 0.0351319 | -1.5623085 | 0.1182238 |
| ave_sentiment:super | 0.0428134 | 0.0274102 | 1.5619531 | 0.1183075 |
| cute:Topic_5 | 0.0235740 | 0.0150953 | 1.5616769 | 0.1183726 |
| handle:awesome | 0.0093471 | 0.0059976 | 1.5584723 | 0.1191298 |
| trust:love | 0.0914649 | 0.0586922 | 1.5583840 | 0.1191507 |
| joy:perfect | 0.1031328 | 0.0662892 | 1.5558022 | 0.1197636 |
| beautiful.picture:Topic_9 | 0.3417716 | 0.2197070 | 1.5555789 | 0.1198167 |
| enjoy:Topic_9 | -0.0517644 | 0.0332931 | -1.5548099 | 0.1199998 |
| beautiful:Topic_2 | -0.0163509 | 0.0105463 | -1.5503826 | 0.1210582 |
| joy:post | 0.1318861 | 0.0853532 | 1.5451804 | 0.1223111 |
| wow.love:Topic_5 | -5.6638627 | 3.6673963 | -1.5443825 | 0.1225041 |
| girl:Topic_4 | 0.0356600 | 0.0231002 | 1.5437142 | 0.1226660 |
| beautiful.photo:Topic_4 | 0.2334219 | 0.1513792 | 1.5419681 | 0.1230898 |
| sadness:wow.love | 66.3096364 | 43.0033070 | 1.5419660 | 0.1230903 |
| beautiful.pic:Topic_2 | -0.2426208 | 0.1573501 | -1.5419176 | 0.1231021 |
| joy:nice | -0.1331763 | 0.0863733 | -1.5418685 | 0.1231140 |
| post:Topic_12 | 0.0338476 | 0.0219620 | 1.5411929 | 0.1232783 |
| joy:yummy | -0.2680800 | 0.1742224 | -1.5387223 | 0.1238805 |
| trust:wow.love | 57.9841361 | 37.6857390 | 1.5386228 | 0.1239049 |
| ave_sentiment:pretty | 0.0157793 | 0.0102689 | 1.5366099 | 0.1243973 |
| anticipation:food | 0.2553847 | 0.1672308 | 1.5271392 | 0.1267348 |
| life:Topic_14 | 0.0502898 | 0.0329935 | 1.5242329 | 0.1274590 |
| awesome:Topic_8 | -0.0431320 | 0.0283004 | -1.5240786 | 0.1274975 |
| hashtag:delicious.yum | -0.4286926 | 0.2828713 | -1.5155037 | 0.1296533 |
| surprise:gorgeous.shot | 2.2319372 | 1.4731303 | 1.5150983 | 0.1297559 |
| cute:Topic_14 | 0.0202260 | 0.0133517 | 1.5148621 | 0.1298157 |
| joy:Topic_5 | 0.7701459 | 0.5087040 | 1.5139373 | 0.1300502 |
| handle:yum.yum | -0.0691384 | 0.0457323 | -1.5118073 | 0.1305913 |
| ave_sentiment:shot | 0.0244458 | 0.0161838 | 1.5105103 | 0.1309217 |
| Post:sounds.delicious | 0.0000171 | 0.0000113 | 1.5094767 | 0.1311854 |
| anticipation:day | 0.0753018 | 0.0500029 | 1.5059471 | 0.1320892 |
| wow.love:Topic_2 | 1.4400852 | 0.9575270 | 1.5039630 | 0.1325993 |
| Post:stunning | -0.0000049 | 0.0000033 | -1.5035798 | 0.1326980 |
| words:gorgeous | -0.0000395 | 0.0000263 | -1.5018299 | 0.1331495 |
| influencersNano:trust | -0.4101987 | 0.2733569 | -1.5005973 | 0.1334682 |
| fear:wow.wow | -5.0165913 | 3.3432956 | -1.5004929 | 0.1334952 |
| post:Topic_3 | 0.0307728 | 0.0205147 | 1.5000375 | 0.1336131 |
| stunning:Topic_11 | -0.0471208 | 0.0314139 | -1.4999981 | 0.1336233 |
| beautiful:Topic_13 | -0.0171798 | 0.0114632 | -1.4986898 | 0.1339625 |
| fear:super.cute | -2.1348064 | 1.4245579 | -1.4985747 | 0.1339924 |
| hashtag:nice.shot | -0.0797472 | 0.0532700 | -1.4970372 | 0.1343920 |
| ave_sentiment:girl.love | -1.0634325 | 0.7109544 | -1.4957816 | 0.1347190 |
| ave_sentiment:yum.love | 1.7842222 | 1.1931312 | 1.4954116 | 0.1348155 |
| handle:feel | -0.0074272 | 0.0049687 | -1.4947912 | 0.1349774 |
| sadness:picture | -0.5778599 | 0.3867899 | -1.4939889 | 0.1351869 |
| photo:Topic_14 | -0.0347653 | 0.0232803 | -1.4933345 | 0.1353581 |
| words:ice.cream | -0.0000983 | 0.0000659 | -1.4922319 | 0.1356468 |
| amazing:Topic_1 | 0.0184355 | 0.0123730 | 1.4899834 | 0.1362370 |
| sounds.delicious:Topic_13 | -0.1632940 | 0.1096441 | -1.4893090 | 0.1364144 |
| sadness:Topic_2 | 1.3658356 | 0.9174740 | 1.4886913 | 0.1365771 |
| ave_sentiment:xx | 0.0160317 | 0.0107770 | 1.4875806 | 0.1368700 |
| influencersMicro:cute | 0.0052186 | 0.0035192 | 1.4828799 | 0.1381147 |
| yum:Topic_6 | -0.0460110 | 0.0310465 | -1.4820041 | 0.1383476 |
| happy.birthday:Topic_2 | 0.1567346 | 0.1059062 | 1.4799379 | 0.1388982 |
| emoji:absolutely.amazing | 0.0536443 | 0.0362557 | 1.4796081 | 0.1389863 |
| beautiful.photo:Topic_6 | 0.2014999 | 0.1363896 | 1.4773845 | 0.1395810 |
| lovely:Topic_13 | 0.0346030 | 0.0234237 | 1.4772624 | 0.1396137 |
| sadness:absolutely.love | -1.8145445 | 1.2285068 | -1.4770326 | 0.1396753 |
| life:Topic_4 | 0.0519015 | 0.0351691 | 1.4757706 | 0.1400139 |
| handle:Topic_14 | -0.0383431 | 0.0259868 | -1.4754841 | 0.1400908 |
| influencersNano:Topic_14 | -0.0614679 | 0.0416842 | -1.4746088 | 0.1403261 |
| anger:delicious.yum | -101.7055631 | 68.9817848 | -1.4743829 | 0.1403869 |
| words:time | -0.0000140 | 0.0000095 | -1.4731634 | 0.1407154 |
| delicious.yum:Topic_1 | 6.8280297 | 4.6356314 | 1.4729449 | 0.1407743 |
| wow.love:Topic_1 | -5.9334648 | 4.0340371 | -1.4708503 | 0.1413400 |
| emoji:trust | 0.2409527 | 0.1638458 | 1.4706070 | 0.1414058 |
| handle:haha | 0.0091589 | 0.0062292 | 1.4703197 | 0.1414836 |
| haha:Topic_5 | -0.0449877 | 0.0305982 | -1.4702700 | 0.1414970 |
| ave_sentiment:favorite | -0.0289525 | 0.0196954 | -1.4700160 | 0.1415658 |
| pretty:Topic_10 | -0.0254365 | 0.0173062 | -1.4697899 | 0.1416270 |
| sounds:Topic_13 | 0.0380433 | 0.0258890 | 1.4694807 | 0.1417108 |
| time:Topic_3 | 0.0246475 | 0.0167947 | 1.4675828 | 0.1422260 |
| happy.birthday:Topic_4 | 0.2508956 | 0.1709594 | 1.4675745 | 0.1422282 |
| words:absolutely.gorgeous | 0.0002930 | 0.0001997 | 1.4670201 | 0.1423790 |
| Post:beautiful.love | -0.0000425 | 0.0000290 | -1.4656940 | 0.1427401 |
| joy:Topic_14 | 0.6423200 | 0.4383762 | 1.4652257 | 0.1428677 |
| influencersNano:day | -0.0055772 | 0.0038073 | -1.4648588 | 0.1429678 |
| anger:life | -0.6791043 | 0.4641100 | -1.4632400 | 0.1434101 |
| joy:lol | -0.1868315 | 0.1276886 | -1.4631807 | 0.1434263 |
| disgust:food | 0.5272017 | 0.3603410 | 1.4630633 | 0.1434584 |
| Topic_4 | -0.1056398 | 0.0722461 | -1.4622205 | 0.1436892 |
| gorgeous:Topic_6 | 0.0357436 | 0.0244612 | 1.4612344 | 0.1439595 |
| girl:Topic_13 | -0.0244591 | 0.0167425 | -1.4608994 | 0.1440514 |
| pretty:Topic_5 | 0.0322353 | 0.0220978 | 1.4587567 | 0.1446405 |
| trust:cute | -0.1147848 | 0.0786994 | -1.4585213 | 0.1447053 |
| handle:super.cute | 0.0416116 | 0.0285432 | 1.4578440 | 0.1448919 |
| surprise:Topic_12 | 1.1478385 | 0.7876505 | 1.4572943 | 0.1450435 |
| trust:wow.wow | -2.9714862 | 2.0405117 | -1.4562456 | 0.1453331 |
| fear:Topic_9 | -1.7464163 | 1.2021025 | -1.4528015 | 0.1462872 |
| Post:enjoy | 0.0000042 | 0.0000029 | 1.4524282 | 0.1463910 |
| hope:Topic_6 | 0.0546404 | 0.0377852 | 1.4460812 | 0.1481628 |
| super.cute:Topic_9 | -0.1694781 | 0.1172090 | -1.4459482 | 0.1482001 |
| influencersNano:absolutely.stunning | 0.0980126 | 0.0677969 | 1.4456786 | 0.1482757 |
| stunning.love | 4.8916987 | 3.3872911 | 1.4441329 | 0.1487099 |
| trust:absolutely.amazing | -1.6909216 | 1.1723906 | -1.4422851 | 0.1492303 |
| words:beautiful.shot | -0.0003623 | 0.0002513 | -1.4415391 | 0.1494408 |
| Post:stunning.love | -0.0015631 | 0.0010851 | -1.4405378 | 0.1497237 |
| hashtag:ave_sentiment | -0.0235876 | 0.0163770 | -1.4402818 | 0.1497961 |
| delicious:Topic_1 | -0.0225911 | 0.0156860 | -1.4402067 | 0.1498173 |
| feel:Topic_14 | 0.0342611 | 0.0238651 | 1.4356174 | 0.1511196 |
| anger:delicious | -0.4225501 | 0.2943661 | -1.4354579 | 0.1511650 |
| cute.love:Topic_6 | -1.0988136 | 0.7657495 | -1.4349518 | 0.1513092 |
| anticipation:wow.love | -64.7275681 | 45.1637784 | -1.4331743 | 0.1518164 |
| stunning:Topic_10 | 0.0451486 | 0.0315109 | 1.4327933 | 0.1519252 |
| hashtag:sounds | -0.0099965 | 0.0069777 | -1.4326284 | 0.1519724 |
| emoji:beautiful.picture | -0.0843979 | 0.0589133 | -1.4325779 | 0.1519869 |
| cute:Topic_11 | -0.0170158 | 0.0118831 | -1.4319385 | 0.1521698 |
| surprise:omg.love | 16.3132783 | 11.3981303 | 1.4312241 | 0.1523743 |
| pic | 0.0240143 | 0.0167992 | 1.4294870 | 0.1528726 |
| anticipation:youre | -0.3198068 | 0.2238499 | -1.4286661 | 0.1531086 |
| love.love:Topic_2 | -0.0949502 | 0.0664745 | -1.4283718 | 0.1531932 |
| sadness:youre | -0.6025530 | 0.4222134 | -1.4271290 | 0.1535510 |
| hashtag:yummy | 0.0145007 | 0.0101744 | 1.4252066 | 0.1541058 |
| super:Topic_5 | 0.0667394 | 0.0468610 | 1.4242007 | 0.1543967 |
| omg.love:Topic_9 | -3.1304088 | 2.1984281 | -1.4239305 | 0.1544749 |
| fear:delicious.yum | 122.2350695 | 85.9174921 | 1.4227030 | 0.1548306 |
| day:Topic_5 | 0.0169916 | 0.0119444 | 1.4225627 | 0.1548713 |
| influencersMicro:girl | 0.0086316 | 0.0060714 | 1.4216804 | 0.1551274 |
| words:delicious.yum | -0.0230155 | 0.0161960 | -1.4210605 | 0.1553075 |
| absolutely.stunning:Topic_9 | -0.1943637 | 0.1367862 | -1.4209311 | 0.1553451 |
| Post:Topic_14 | 0.0000127 | 0.0000089 | 1.4207386 | 0.1554011 |
| fear:ice.cream | 0.6178833 | 0.4354163 | 1.4190633 | 0.1558889 |
| disgust:love | -0.1744519 | 0.1229739 | -1.4186095 | 0.1560212 |
| amazing | 0.0162284 | 0.0114515 | 1.4171433 | 0.1564493 |
| cute:Topic_4 | 0.0204626 | 0.0144395 | 1.4171272 | 0.1564540 |
| absolutely:Topic_4 | 0.0911234 | 0.0643286 | 1.4165304 | 0.1566286 |
| joy:food | -0.1603876 | 0.1132270 | -1.4165132 | 0.1566336 |
| hashtag:idea | -0.0075424 | 0.0053313 | -1.4147318 | 0.1571555 |
| hashtag:babe | -0.0098097 | 0.0069358 | -1.4143499 | 0.1572675 |
| joy:absolutely.beautiful | 0.6869908 | 0.4865066 | 1.4120893 | 0.1579320 |
| disgust:babe | 0.5726757 | 0.4056721 | 1.4116716 | 0.1580550 |
| hashtag:beautiful.shot | -0.0468845 | 0.0332222 | -1.4112368 | 0.1581831 |
| beautiful.pic:Topic_14 | -0.2873645 | 0.2039772 | -1.4088068 | 0.1589006 |
| nice.pic:Topic_2 | -0.1785229 | 0.1270404 | -1.4052446 | 0.1599568 |
| post:Topic_11 | 0.0324073 | 0.0231270 | 1.4012772 | 0.1611395 |
| pretty.love:Topic_7 | 1.2780267 | 0.9128110 | 1.4001001 | 0.1614916 |
| surprise:lovely | 0.2443527 | 0.1746443 | 1.3991454 | 0.1617777 |
| fear:Topic_14 | -1.9319705 | 1.3815388 | -1.3984193 | 0.1619954 |
| emoji:absolutely.love | -0.0404049 | 0.0288985 | -1.3981652 | 0.1620717 |
| haha:Topic_6 | 0.0417054 | 0.0298545 | 1.3969528 | 0.1624360 |
| ave_sentiment:fun | -0.0177833 | 0.0127317 | -1.3967706 | 0.1624908 |
| emoji:gorgeous.shot | -0.0700509 | 0.0501761 | -1.3960992 | 0.1626929 |
| ave_sentiment:delicious.yum | -4.0359221 | 2.8916289 | -1.3957262 | 0.1628052 |
| id.love:Topic_12 | -0.4677482 | 0.3360389 | -1.3919466 | 0.1639468 |
| beautiful.shot:Topic_10 | -0.1917301 | 0.1378998 | -1.3903584 | 0.1644283 |
| disgust:absolutely.delicious | -3.0071436 | 2.1630732 | -1.3902181 | 0.1644709 |
| handle:delicious | -0.0054569 | 0.0039254 | -1.3901242 | 0.1644994 |
| wait | -0.0266182 | 0.0191607 | -1.3892062 | 0.1647783 |
| happy.birthday:Topic_5 | 0.2333566 | 0.1679962 | 1.3890585 | 0.1648232 |
| favorite:Topic_5 | 0.0494300 | 0.0356134 | 1.3879610 | 0.1651572 |
| feel:Topic_9 | 0.0295617 | 0.0213000 | 1.3878691 | 0.1651852 |
| influencersMicro:haha | 0.0101199 | 0.0073028 | 1.3857542 | 0.1658302 |
| sweet:Topic_3 | 0.0285231 | 0.0206051 | 1.3842729 | 0.1662832 |
| disgust:delicious.yum | -52.2348942 | 37.7617881 | -1.3832739 | 0.1665891 |
| ave_sentiment:Topic_4 | 0.1105649 | 0.0799778 | 1.3824448 | 0.1668434 |
| Post:joy | -0.0000468 | 0.0000338 | -1.3816248 | 0.1670952 |
| girl:Topic_7 | -0.0294925 | 0.0213553 | -1.3810411 | 0.1672745 |
| id.love:Topic_3 | -0.6622463 | 0.4797886 | -1.3802877 | 0.1675063 |
| words:hair | -0.0000140 | 0.0000102 | -1.3791990 | 0.1678416 |
| influencersNano:idea | -0.0137436 | 0.0099741 | -1.3779272 | 0.1682340 |
| food:Topic_9 | -0.0293902 | 0.0213378 | -1.3773770 | 0.1684040 |
| joy:sweet | -0.1032242 | 0.0750905 | -1.3746638 | 0.1692439 |
| joy:happy.friday | 5.3220580 | 3.8717398 | 1.3745908 | 0.1692666 |
| ave_sentiment:babe | 0.0254804 | 0.0185377 | 1.3745218 | 0.1692880 |
| ave_sentiment:Topic_2 | 0.0755643 | 0.0550131 | 1.3735705 | 0.1695833 |
| emoji:surprise | -0.2611075 | 0.1901503 | -1.3731640 | 0.1697096 |
| beautiful.photo:Topic_2 | 0.1497815 | 0.1090783 | 1.3731566 | 0.1697119 |
| sounds:Topic_1 | 0.0383617 | 0.0279494 | 1.3725440 | 0.1699024 |
| ave_sentiment:stunning.love | -2.3578768 | 1.7188129 | -1.3718054 | 0.1701322 |
| omg.love:Topic_1 | -1.3577140 | 0.9902504 | -1.3710815 | 0.1703578 |
| trust:Topic_8 | -1.0791849 | 0.7871938 | -1.3709266 | 0.1704061 |
| hashtag:sounds.amazing | 0.0297347 | 0.0216902 | 1.3708864 | 0.1704186 |
| influencersNano:feel | 0.0111880 | 0.0081754 | 1.3684899 | 0.1711670 |
| disgust:happy | 0.5559886 | 0.4063878 | 1.3681232 | 0.1712817 |
| sounds.amazing:Topic_7 | -0.1276172 | 0.0934918 | -1.3650094 | 0.1722583 |
| wow.wow | 0.3277735 | 0.2405514 | 1.3625926 | 0.1730191 |
| happy:Topic_3 | 0.0360979 | 0.0265158 | 1.3613733 | 0.1734039 |
| anger:pretty.love | 17.6656220 | 12.9993880 | 1.3589580 | 0.1741681 |
| cool:Topic_6 | 0.0466638 | 0.0343430 | 1.3587561 | 0.1742321 |
| anger:Topic_2 | 1.4909410 | 1.0973298 | 1.3586990 | 0.1742502 |
| fear:girl.love | -31.0115638 | 22.8388100 | -1.3578450 | 0.1745210 |
| nice:Topic_7 | -0.0350751 | 0.0258316 | -1.3578370 | 0.1745236 |
| anger:favorite | -0.6237978 | 0.4594861 | -1.3575988 | 0.1745992 |
| birthday:Topic_8 | -0.0469743 | 0.0346552 | -1.3554747 | 0.1752745 |
| words:amazing.love | 0.0008234 | 0.0006076 | 1.3553167 | 0.1753248 |
| shot:Topic_7 | 0.0366380 | 0.0270666 | 1.3536242 | 0.1758645 |
| joy:haha | -0.1267261 | 0.0936773 | -1.3527932 | 0.1761299 |
| cool:Topic_5 | -0.0434688 | 0.0321510 | -1.3520227 | 0.1763762 |
| totally.agree:Topic_13 | -0.2015593 | 0.1490867 | -1.3519607 | 0.1763960 |
| influencersMicro:happy.friday | 0.3827624 | 0.2834915 | 1.3501727 | 0.1769688 |
| ave_sentiment:Topic_7 | 0.1058119 | 0.0783880 | 1.3498477 | 0.1770730 |
| beautiful.photo:Topic_7 | 0.1776942 | 0.1316723 | 1.3495189 | 0.1771785 |
| handle:absolutely.delicious | -0.0425507 | 0.0315612 | -1.3481993 | 0.1776024 |
| enjoy:Topic_7 | -0.0545818 | 0.0404981 | -1.3477620 | 0.1777431 |
| day:Topic_10 | 0.0130268 | 0.0096683 | 1.3473674 | 0.1778701 |
| sadness:absolutely.stunning | 2.4807135 | 1.8411889 | 1.3473433 | 0.1778778 |
| ave_sentiment:sounds | -0.0277288 | 0.0205893 | -1.3467584 | 0.1780662 |
| hashtag:food | 0.0073713 | 0.0054799 | 1.3451557 | 0.1785831 |
| check | -0.0349371 | 0.0259865 | -1.3444357 | 0.1788157 |
| trust:happy | 0.2093839 | 0.1557724 | 1.3441657 | 0.1789029 |
| yum.yum:Topic_8 | -0.2812579 | 0.2093985 | -1.3431705 | 0.1792249 |
| hashtag:stunning | -0.0108690 | 0.0080992 | -1.3419875 | 0.1796082 |
| wow.love:Topic_8 | -3.0566926 | 2.2830146 | -1.3388844 | 0.1806164 |
| love:Topic_10 | 0.0116312 | 0.0086875 | 1.3388356 | 0.1806323 |
| Post:check | -0.0000032 | 0.0000024 | -1.3385769 | 0.1807166 |
| influencersNano:happy.friday | 0.9112132 | 0.6809885 | 1.3380742 | 0.1808804 |
| anticipation:time | 0.1310050 | 0.0982395 | 1.3335264 | 0.1823672 |
| beautiful:Topic_4 | -0.0209954 | 0.0157549 | -1.3326251 | 0.1826630 |
| picture:Topic_13 | 0.0412348 | 0.0309600 | 1.3318726 | 0.1829102 |
| Post:cool | -0.0000032 | 0.0000024 | -1.3317343 | 0.1829556 |
| favorite:Topic_11 | 0.0409104 | 0.0307712 | 1.3295020 | 0.1836905 |
| sounds.delicious:Topic_14 | -0.1664979 | 0.1252826 | -1.3289787 | 0.1838631 |
| delicious:Topic_13 | 0.0193354 | 0.0145510 | 1.3287965 | 0.1839232 |
| anticipation:pretty | 0.1438112 | 0.1082632 | 1.3283489 | 0.1840710 |
| absolutely.gorgeous:Topic_7 | 0.1922438 | 0.1452217 | 1.3237957 | 0.1855790 |
| adorable:Topic_10 | -0.0443241 | 0.0334932 | -1.3233788 | 0.1857175 |
| words:day | -0.0000106 | 0.0000080 | -1.3228766 | 0.1858845 |
| emoji:Topic_7 | -0.0336319 | 0.0254249 | -1.3227953 | 0.1859115 |
| disgust:yummy | -0.8823346 | 0.6671049 | -1.3226324 | 0.1859657 |
| hope.youre:Topic_4 | 0.2591257 | 0.1959263 | 1.3225669 | 0.1859875 |
| gorgeous.photo:Topic_6 | -0.2853539 | 0.2160131 | -1.3210027 | 0.1865085 |
| hashtag:omg.love | 0.3197102 | 0.2420293 | 1.3209567 | 0.1865239 |
| sadness:girl | -0.3044175 | 0.2304882 | -1.3207509 | 0.1865925 |
| awesome:Topic_13 | -0.0290599 | 0.0220101 | -1.3203001 | 0.1867429 |
| hashtag:perfect | 0.0064045 | 0.0048511 | 1.3202092 | 0.1867732 |
| influencersNano:hair | 0.0087979 | 0.0066668 | 1.3196487 | 0.1869604 |
| sounds.amazing:Topic_14 | -0.1325285 | 0.1005515 | -1.3180169 | 0.1875060 |
| joy:Topic_10 | 0.5455617 | 0.4141194 | 1.3174021 | 0.1877119 |
| influencersMicro:delicious.yum | 1.4883850 | 1.1298418 | 1.3173393 | 0.1877330 |
| influencersNano:anticipation | 0.3559677 | 0.2713053 | 1.3120559 | 0.1895093 |
| Post:Topic_12 | 0.0000105 | 0.0000080 | 1.3105645 | 0.1900130 |
| hashtag:Topic_5 | -0.0396609 | 0.0302747 | -1.3100355 | 0.1901918 |
| sadness:awesome | 0.4100550 | 0.3131658 | 1.3093862 | 0.1904116 |
| Post:post | -0.0000023 | 0.0000017 | -1.3092067 | 0.1904724 |
| delicious:Topic_7 | -0.0219909 | 0.0168021 | -1.3088191 | 0.1906037 |
| id.love:Topic_6 | 1.0381151 | 0.7932902 | 1.3086196 | 0.1906713 |
| Post:Topic_13 | 0.0000101 | 0.0000077 | 1.3082749 | 0.1907881 |
| happy.birthday:Topic_1 | 0.1629370 | 0.1246829 | 1.3068113 | 0.1912848 |
| joy:beautiful.shot | -0.5709806 | 0.4371389 | -1.3061765 | 0.1915005 |
| surprise:Topic_14 | 1.1051112 | 0.8465698 | 1.3053989 | 0.1917651 |
| trust:awesome | -0.2273534 | 0.1741981 | -1.3051430 | 0.1918522 |
| Post:absolutely.delicious | -0.0000160 | 0.0000123 | -1.3030284 | 0.1925731 |
| anticipation:im.loving | 12.3122083 | 9.4631954 | 1.3010625 | 0.1932451 |
| anger:enjoy | -0.7869441 | 0.6051298 | -1.3004550 | 0.1934531 |
| disgust:Topic_11 | 1.8193842 | 1.4001589 | 1.2994126 | 0.1938104 |
| sounds.delicious:Topic_12 | 0.1885041 | 0.1450714 | 1.2993890 | 0.1938184 |
| surprise:beautiful.photo | 1.2578428 | 0.9691129 | 1.2979321 | 0.1943186 |
| beautiful.love:Topic_3 | 0.3458121 | 0.2666697 | 1.2967805 | 0.1947147 |
| words:Topic_2 | -0.0002306 | 0.0001781 | -1.2947706 | 0.1954073 |
| stunning.love:Topic_2 | -1.6178419 | 1.2563358 | -1.2877464 | 0.1978422 |
| fear:Topic_7 | -1.7514206 | 1.3601273 | -1.2876887 | 0.1978623 |
| pic:Topic_10 | -0.0251923 | 0.0196148 | -1.2843534 | 0.1990263 |
| idea:Topic_6 | 0.0295805 | 0.0230499 | 1.2833232 | 0.1993868 |
| ave_sentiment:beautiful.love | 0.2357473 | 0.1838011 | 1.2826221 | 0.1996324 |
| joy:absolutely.stunning | -0.6383280 | 0.4981886 | -1.2812979 | 0.2000970 |
| surprise:Topic_11 | 1.0439370 | 0.8155248 | 1.2800800 | 0.2005249 |
| life:Topic_7 | 0.0395758 | 0.0309206 | 1.2799146 | 0.2005831 |
| beautiful.pic:Topic_4 | -0.3227490 | 0.2522842 | -1.2793072 | 0.2007968 |
| absolutely | -0.0623494 | 0.0487585 | -1.2787392 | 0.2009968 |
| disgust:perfect | -0.3636027 | 0.2843695 | -1.2786276 | 0.2010362 |
| ave_sentiment:time | -0.0149752 | 0.0117217 | -1.2775638 | 0.2014112 |
| influencersMicro:feel | -0.0083595 | 0.0065464 | -1.2769600 | 0.2016243 |
| hair:Topic_4 | -0.0249956 | 0.0195785 | -1.2766864 | 0.2017209 |
| pretty.love:Topic_8 | 0.9662641 | 0.7578823 | 1.2749528 | 0.2023339 |
| handle:nice | 0.0077780 | 0.0061015 | 1.2747768 | 0.2023961 |
| absolutely.stunning | 0.1760301 | 0.1382247 | 1.2735070 | 0.2028461 |
| yummy:Topic_1 | 0.0509542 | 0.0400792 | 1.2713375 | 0.2036165 |
| anticipation:nice.shot | -1.7354640 | 1.3680245 | -1.2685913 | 0.2045947 |
| words:Topic_3 | -0.0002611 | 0.0002062 | -1.2663654 | 0.2053902 |
| influencersNano:sounds | 0.0167693 | 0.0132435 | 1.2662323 | 0.2054378 |
| id.love | 0.5158160 | 0.4080499 | 1.2641003 | 0.2062019 |
| pretty.love | -0.7743061 | 0.6126209 | -1.2639237 | 0.2062653 |
| omg:Topic_2 | -0.0396494 | 0.0313760 | -1.2636842 | 0.2063513 |
| trust:im.obsessed | 12.5466735 | 9.9394309 | 1.2623131 | 0.2068440 |
| sounds:Topic_10 | 0.0367833 | 0.0291434 | 1.2621478 | 0.2069035 |
| hashtag:happy | -0.0076939 | 0.0060970 | -1.2619136 | 0.2069877 |
| shot:Topic_12 | 0.0318429 | 0.0252499 | 1.2611113 | 0.2072766 |
| sweet:Topic_2 | -0.0228471 | 0.0181204 | -1.2608481 | 0.2073714 |
| feel:Topic_4 | -0.0321003 | 0.0254670 | -1.2604642 | 0.2075098 |
| love:Topic_6 | -0.0136351 | 0.0108196 | -1.2602219 | 0.2075972 |
| feel:Topic_1 | 0.0258985 | 0.0205701 | 1.2590331 | 0.2080262 |
| cool:Topic_11 | -0.0290039 | 0.0231201 | -1.2544860 | 0.2096732 |
| adorable | 0.0383469 | 0.0305912 | 1.2535289 | 0.2100211 |
| day:Topic_13 | 0.0105636 | 0.0084284 | 1.2533323 | 0.2100926 |
| influencersNano:yummy | -0.0214207 | 0.0170914 | -1.2533014 | 0.2101039 |
| sadness:stunning | -0.4105826 | 0.3281032 | -1.2513826 | 0.2108027 |
| ice.cream:Topic_11 | -0.0618998 | 0.0495040 | -1.2504016 | 0.2111607 |
| gorgeous.love:Topic_10 | -0.5539991 | 0.4431508 | -1.2501368 | 0.2112574 |
| disgust:id.love | -16.3931494 | 13.1394653 | -1.2476268 | 0.2121755 |
| words:birthday | 0.0000541 | 0.0000434 | 1.2473126 | 0.2122907 |
| enjoy:Topic_11 | -0.0483065 | 0.0387622 | -1.2462243 | 0.2126899 |
| absolutely.stunning:Topic_3 | -0.1764900 | 0.1416653 | -1.2458239 | 0.2128368 |
| surprise:absolutely.amazing | 1.6192282 | 1.2998918 | 1.2456638 | 0.2128956 |
| shot | -0.0283688 | 0.0227823 | -1.2452132 | 0.2130612 |
| hashtag:birthday | -0.0094192 | 0.0075700 | -1.2442893 | 0.2134009 |
| adorable:Topic_7 | 0.0476916 | 0.0383410 | 1.2438805 | 0.2135513 |
| influencersMicro:beautiful | 0.0045284 | 0.0036435 | 1.2428556 | 0.2139288 |
| anger:stunning.love | -30.0228373 | 24.1670027 | -1.2423070 | 0.2141311 |
| handle:cute | 0.0032536 | 0.0026193 | 1.2421806 | 0.2141777 |
| fear:girl | 0.3339121 | 0.2693182 | 1.2398424 | 0.2150415 |
| nice.shot:Topic_11 | 0.2554188 | 0.2060305 | 1.2397139 | 0.2150890 |
| handle:absolutely | 0.0176407 | 0.0142348 | 1.2392656 | 0.2152549 |
| sadness:super | -0.5800673 | 0.4682232 | -1.2388692 | 0.2154017 |
| absolutely:Topic_6 | -0.0901159 | 0.0730430 | -1.2337379 | 0.2173083 |
| handle:yummy | -0.0118103 | 0.0095768 | -1.2332124 | 0.2175043 |
| sadness:adorable | -0.4932874 | 0.4001024 | -1.2329027 | 0.2176198 |
| beautiful.picture:Topic_1 | 0.3051179 | 0.2476832 | 1.2318876 | 0.2179988 |
| Topic_12 | -0.0723214 | 0.0588357 | -1.2292094 | 0.2190010 |
| handle:love | 0.0022711 | 0.0018485 | 1.2286308 | 0.2192180 |
| anger:fun | 0.3688034 | 0.3004147 | 1.2276476 | 0.2195870 |
| fun:Topic_8 | -0.0248609 | 0.0202547 | -1.2274140 | 0.2196747 |
| beautiful.love:Topic_5 | 0.5274373 | 0.4302282 | 1.2259477 | 0.2202260 |
| amazing.omg:Topic_4 | 5.8856465 | 4.8035876 | 1.2252606 | 0.2204847 |
| omg.love | -1.3449711 | 1.0986914 | -1.2241572 | 0.2209006 |
| hashtag:beautiful.love | 0.0917757 | 0.0750422 | 1.2229877 | 0.2213420 |
| absolutely.gorgeous:Topic_6 | 0.2394265 | 0.1958399 | 1.2225628 | 0.2215026 |
| handle:day | -0.0027101 | 0.0022200 | -1.2207662 | 0.2221822 |
| hashtag:sweet | 0.0062644 | 0.0051335 | 1.2203014 | 0.2223583 |
| pic:Topic_1 | -0.0235216 | 0.0192794 | -1.2200343 | 0.2224595 |
| picture:Topic_8 | 0.0481459 | 0.0395558 | 1.2171649 | 0.2235491 |
| anger:wow.love | -86.8757262 | 71.4508305 | -1.2158813 | 0.2240378 |
| wait:Topic_10 | 0.0291860 | 0.0240201 | 1.2150664 | 0.2243484 |
| emoji:beautiful.pic | 0.0601775 | 0.0495346 | 1.2148596 | 0.2244273 |
| trust:nice | 0.2105315 | 0.1733255 | 1.2146596 | 0.2245036 |
| disgust:wow.love | 33.9721856 | 27.9700493 | 1.2145916 | 0.2245296 |
| absolutely:Topic_7 | 0.0761020 | 0.0626714 | 1.2143020 | 0.2246401 |
| love.love:Topic_12 | -0.0961610 | 0.0793454 | -1.2119291 | 0.2255472 |
| day:Topic_1 | 0.0112255 | 0.0092640 | 1.2117326 | 0.2256224 |
| anticipation:yum.yum | -1.7057038 | 1.4077005 | -1.2116951 | 0.2256367 |
| influencersNano:beautiful.shot | -0.0715437 | 0.0590521 | -1.2115355 | 0.2256979 |
| handle:food | -0.0072805 | 0.0060165 | -1.2100924 | 0.2262511 |
| haha:Topic_2 | -0.0229900 | 0.0190367 | -1.2076670 | 0.2271830 |
| influencersNano:Topic_2 | -0.0380425 | 0.0315035 | -1.2075623 | 0.2272233 |
| absolutely.love | -0.1202380 | 0.0997070 | -1.2059139 | 0.2278583 |
| birthday:Topic_11 | -0.0379321 | 0.0314650 | -1.2055345 | 0.2280046 |
| trust:cute.love | -4.7421240 | 3.9377261 | -1.2042798 | 0.2284891 |
| pretty:Topic_1 | 0.0190208 | 0.0157968 | 1.2040928 | 0.2285613 |
| handle:Topic_10 | 0.0295729 | 0.0245618 | 1.2040178 | 0.2285903 |
| wait:Topic_1 | 0.0239761 | 0.0199205 | 1.2035884 | 0.2287563 |
| hashtag:hope.youre | -0.0574203 | 0.0477170 | -1.2033505 | 0.2288483 |
| girl:Topic_2 | -0.0192118 | 0.0159897 | -1.2015109 | 0.2295607 |
| yum | 0.0309432 | 0.0257650 | 1.2009790 | 0.2297669 |
| idea:Topic_10 | -0.0275600 | 0.0229572 | -1.2004981 | 0.2299535 |
| haha:Topic_8 | -0.0319099 | 0.0265888 | -1.2001243 | 0.2300987 |
| Post:delicious | -0.0000018 | 0.0000015 | -1.1995924 | 0.2303053 |
| anger:pic | -0.3465000 | 0.2891310 | -1.1984186 | 0.2307617 |
| enjoy:Topic_4 | -0.0545375 | 0.0455226 | -1.1980303 | 0.2309128 |
| pic:Topic_5 | -0.0328217 | 0.0273974 | -1.1979856 | 0.2309302 |
| hashtag:totally.agree | -0.0389105 | 0.0325295 | -1.1961612 | 0.2316412 |
| anger:picture | 0.6077523 | 0.5087453 | 1.1946102 | 0.2322469 |
| amazing.love:Topic_6 | -0.7178092 | 0.6015517 | -1.1932626 | 0.2327741 |
| anger:girl.love | 21.4868907 | 18.0158027 | 1.1926691 | 0.2330066 |
| love.love:Topic_10 | -0.1082931 | 0.0908984 | -1.1913638 | 0.2335183 |
| emoji:absolutely.gorgeous | 0.0430995 | 0.0362162 | 1.1900611 | 0.2340299 |
| hashtag:favorite | -0.0080650 | 0.0067800 | -1.1895249 | 0.2342407 |
| anticipation:Topic_8 | 0.9246760 | 0.7775198 | 1.1892636 | 0.2343435 |
| trust:hope | -0.2408593 | 0.2027997 | -1.1876707 | 0.2349707 |
| amazing.omg:Topic_1 | -3.2686581 | 2.7534652 | -1.1871071 | 0.2351929 |
| anger:time | -0.3370920 | 0.2848756 | -1.1832952 | 0.2366997 |
| sadness:favorite | -0.4250431 | 0.3593150 | -1.1829259 | 0.2368460 |
| fear:Topic_12 | -1.5331608 | 1.2976309 | -1.1815076 | 0.2374086 |
| Post:fun | 0.0000018 | 0.0000015 | 1.1810976 | 0.2375714 |
| sounds.delicious:Topic_4 | -0.2186802 | 0.1854984 | -1.1788789 | 0.2384539 |
| babe:Topic_6 | -0.0447532 | 0.0380783 | -1.1752951 | 0.2398841 |
| handle:life | -0.0084829 | 0.0072204 | -1.1748486 | 0.2400627 |
| perfect:Topic_11 | -0.0236044 | 0.0201032 | -1.1741615 | 0.2403378 |
| trust | 0.5880627 | 0.5008535 | 1.1741211 | 0.2403540 |
| hashtag:girl.love | -0.3180163 | 0.2714165 | -1.1716911 | 0.2413285 |
| omg:Topic_1 | -0.0453832 | 0.0387574 | -1.1709563 | 0.2416238 |
| youre:Topic_4 | 0.0455471 | 0.0389006 | 1.1708583 | 0.2416632 |
| anger:wait | -0.4615935 | 0.3953720 | -1.1674917 | 0.2430193 |
| anticipation:happy | 0.1568276 | 0.1343444 | 1.1673548 | 0.2430745 |
| anticipation:girl | 0.1420274 | 0.1217030 | 1.1669998 | 0.2432179 |
| surprise:super | 0.3839648 | 0.3293053 | 1.1659844 | 0.2436282 |
| ave_sentiment:youre | 0.0298221 | 0.0255779 | 1.1659327 | 0.2436491 |
| emoji:ave_sentiment | -0.0199881 | 0.0171615 | -1.1647047 | 0.2441459 |
| happy.birthday:Topic_3 | -0.1404370 | 0.1206195 | -1.1642980 | 0.2443107 |
| anticipation:absolutely.stunning | -1.3239771 | 1.1382715 | -1.1631470 | 0.2447773 |
| fun:Topic_7 | -0.0205531 | 0.0176956 | -1.1614783 | 0.2454548 |
| gorgeous.photo:Topic_3 | 0.1933386 | 0.1667248 | 1.1596272 | 0.2462080 |
| anger:Topic_6 | 1.8535878 | 1.5984525 | 1.1596139 | 0.2462134 |
| beautiful.picture:Topic_7 | 0.2900487 | 0.2502569 | 1.1590039 | 0.2464620 |
| trust:sounds.delicious | 1.2998686 | 1.1215415 | 1.1590018 | 0.2464629 |
| sadness:absolutely.amazing | 2.3494991 | 2.0277402 | 1.1586786 | 0.2465946 |
| sadness:amazing.omg | -24.7836764 | 21.3959907 | -1.1583327 | 0.2467357 |
| beautiful.shot:Topic_8 | -0.2053356 | 0.1772857 | -1.1582185 | 0.2467822 |
| lovely:Topic_3 | 0.0279414 | 0.0241255 | 1.1581686 | 0.2468026 |
| absolutely.delicious:Topic_10 | -0.1430881 | 0.1235707 | -1.1579450 | 0.2468939 |
| emoji:sadness | 0.3085610 | 0.2665020 | 1.1578188 | 0.2469454 |
| words:wait | -0.0000278 | 0.0000240 | -1.1571271 | 0.2472278 |
| absolutely.love:Topic_2 | 0.1047280 | 0.0905801 | 1.1561925 | 0.2476098 |
| sounds:Topic_3 | 0.0309788 | 0.0268128 | 1.1553747 | 0.2479444 |
| hair:Topic_5 | 0.0235051 | 0.0203700 | 1.1539036 | 0.2485471 |
| handle:wow.love | 1.2554462 | 1.0880167 | 1.1538851 | 0.2485546 |
| omg:Topic_14 | -0.0480459 | 0.0416619 | -1.1532326 | 0.2488223 |
| ice.cream:Topic_13 | -0.0553999 | 0.0480817 | -1.1522033 | 0.2492449 |
| Post:absolutely.love | 0.0000109 | 0.0000094 | 1.1502999 | 0.2500277 |
| emoji:sounds | 0.0084773 | 0.0073742 | 1.1495927 | 0.2503190 |
| sounds.amazing:Topic_10 | -0.1137963 | 0.0990037 | -1.1494155 | 0.2503920 |
| ave_sentiment:happy.birthday | -0.1185138 | 0.1032104 | -1.1482740 | 0.2508628 |
| favorite:Topic_1 | 0.0333547 | 0.0290497 | 1.1481943 | 0.2508957 |
| absolutely.beautiful:Topic_7 | 0.1877433 | 0.1637394 | 1.1465982 | 0.2515550 |
| id.love:Topic_7 | -0.5136248 | 0.4498224 | -1.1418391 | 0.2535282 |
| handle:joy | -0.0994188 | 0.0871018 | -1.1414089 | 0.2537071 |
| Post:super.cute | 0.0000118 | 0.0000103 | 1.1412677 | 0.2537658 |
| omg:Topic_8 | -0.0495146 | 0.0434128 | -1.1405522 | 0.2540636 |
| perfect:Topic_14 | -0.0259730 | 0.0227868 | -1.1398246 | 0.2543667 |
| super.cute:Topic_3 | -0.1345305 | 0.1180885 | -1.1392342 | 0.2546128 |
| love.love:Topic_3 | -0.0894220 | 0.0785123 | -1.1389549 | 0.2547292 |
| anger:absolutely.stunning | 2.5260047 | 2.2194476 | 1.1381232 | 0.2550763 |
| fun:Topic_5 | -0.0270231 | 0.0237551 | -1.1375701 | 0.2553073 |
| surprise:Topic_2 | 0.7348599 | 0.6461959 | 1.1372092 | 0.2554581 |
| cute:Topic_13 | 0.0115674 | 0.0101799 | 1.1363072 | 0.2558353 |
| xx:Topic_9 | 0.0145811 | 0.0128339 | 1.1361359 | 0.2559070 |
| emoji:picture | 0.0099538 | 0.0087682 | 1.1352185 | 0.2562911 |
| joy:super | -0.1598773 | 0.1409802 | -1.1340408 | 0.2567847 |
| yummy:Topic_2 | 0.0370647 | 0.0326948 | 1.1336565 | 0.2569459 |
| gorgeous | -0.0190132 | 0.0167811 | -1.1330115 | 0.2572167 |
| ave_sentiment:Topic_13 | 0.0668313 | 0.0590546 | 1.1316862 | 0.2577736 |
| disgust:hope | -0.5495558 | 0.4860929 | -1.1305572 | 0.2582488 |
| fear:super | -0.6202446 | 0.5490123 | -1.1297462 | 0.2585904 |
| ave_sentiment:Topic_1 | 0.0742524 | 0.0657546 | 1.1292352 | 0.2588058 |
| ave_sentiment:absolutely.beautiful | -0.1373451 | 0.1216280 | -1.1292228 | 0.2588111 |
| super.cute:Topic_2 | -0.1193909 | 0.1058407 | -1.1280246 | 0.2593168 |
| id.love:Topic_2 | -0.6296582 | 0.5583472 | -1.1277180 | 0.2594462 |
| handle:sweet | -0.0055109 | 0.0048882 | -1.1273859 | 0.2595866 |
| fear:feel | 0.3946516 | 0.3504197 | 1.1262257 | 0.2600772 |
| Topic_11 | 0.0662610 | 0.0588377 | 1.1261668 | 0.2601021 |
| absolutely.love:Topic_9 | 0.1088931 | 0.0967191 | 1.1258699 | 0.2602278 |
| influencersMicro:awesome | 0.0095363 | 0.0084758 | 1.1251118 | 0.2605488 |
| girl:Topic_14 | -0.0248986 | 0.0221557 | -1.1238036 | 0.2611036 |
| absolutely.amazing:Topic_7 | -0.1927059 | 0.1716021 | -1.1229811 | 0.2614527 |
| fun:Topic_14 | -0.0213879 | 0.0190611 | -1.1220668 | 0.2618412 |
| surprise:yum.yum | 1.7959786 | 1.6013044 | 1.1215723 | 0.2620515 |
| surprise:absolutely.delicious | -1.3861399 | 1.2363508 | -1.1211542 | 0.2622294 |
| Post:beautiful.shot | 0.0000152 | 0.0000136 | 1.1193526 | 0.2629969 |
| words:sweet | -0.0000248 | 0.0000222 | -1.1182207 | 0.2634799 |
| emoji:anticipation | 0.1825692 | 0.1634657 | 1.1168656 | 0.2640589 |
| sadness:fun | 0.2733421 | 0.2449740 | 1.1158003 | 0.2645148 |
| anger:babe | -0.4015574 | 0.3604860 | -1.1139333 | 0.2653149 |
| emoji:stunning | -0.0087523 | 0.0078635 | -1.1130291 | 0.2657031 |
| Post:cute | 0.0000012 | 0.0000011 | 1.1127941 | 0.2658040 |
| totally.agree:Topic_10 | 0.1506634 | 0.1354169 | 1.1125900 | 0.2658917 |
| hair | 0.0140765 | 0.0126580 | 1.1120599 | 0.2661195 |
| surprise:pic | 0.1779052 | 0.1602443 | 1.1102123 | 0.2669147 |
| influencersNano:love.love | 0.0334301 | 0.0301774 | 1.1077853 | 0.2679616 |
| sadness:gorgeous | 0.2107222 | 0.1904153 | 1.1066455 | 0.2684543 |
| joy:photo | 0.0724155 | 0.0654557 | 1.1063271 | 0.2685921 |
| surprise:wow.wow | 2.4640923 | 2.2312986 | 1.1043310 | 0.2694567 |
| wow.wow:Topic_6 | 0.4437267 | 0.4021575 | 1.1033655 | 0.2698755 |
| hair:Topic_9 | -0.0149650 | 0.0135661 | -1.1031186 | 0.2699828 |
| disgust:wow | -0.5065292 | 0.4593484 | -1.1027126 | 0.2701591 |
| nice.shot:Topic_2 | 0.1905315 | 0.1727912 | 1.1026689 | 0.2701781 |
| surprise:beautiful.pic | -1.4925601 | 1.3540171 | -1.1023200 | 0.2703297 |
| words:photo | 0.0000242 | 0.0000220 | 1.1002650 | 0.2712237 |
| beautiful.picture:Topic_13 | 0.2181974 | 0.1983596 | 1.1000095 | 0.2713350 |
| hashtag:beautiful.photo | -0.0323393 | 0.0294197 | -1.0992416 | 0.2716698 |
| ave_sentiment:yummy | 0.0335870 | 0.0305593 | 1.0990751 | 0.2717423 |
| day:Topic_2 | 0.0088716 | 0.0080746 | 1.0987090 | 0.2719021 |
| words:Topic_4 | 0.0003064 | 0.0002789 | 1.0984664 | 0.2720079 |
| Post:birthday | -0.0000028 | 0.0000025 | -1.0977334 | 0.2723280 |
| anger:yum | -0.5110290 | 0.4656409 | -1.0974743 | 0.2724411 |
| sadness:absolutely.beautiful | 1.9481895 | 1.7760660 | 1.0969128 | 0.2726866 |
| amazing:Topic_14 | -0.0158843 | 0.0145211 | -1.0938744 | 0.2740171 |
| trust:amazing.wow | -71.8674522 | 65.7358219 | -1.0932768 | 0.2742793 |
| fear:beautiful.shot | 1.7348188 | 1.5877424 | 1.0926324 | 0.2745623 |
| anticipation:feel | -0.1821029 | 0.1666930 | -1.0924447 | 0.2746447 |
| stunning.love:Topic_7 | -4.6098355 | 4.2248129 | -1.0911336 | 0.2752211 |
| super:Topic_10 | 0.0443678 | 0.0406698 | 1.0909261 | 0.2753124 |
| disgust:Topic_13 | 1.2835784 | 1.1766552 | 1.0908704 | 0.2753369 |
| absolutely.amazing:Topic_4 | -0.1797498 | 0.1648401 | -1.0904495 | 0.2755222 |
| hashtag:Topic_11 | -0.0260376 | 0.0239423 | -1.0875110 | 0.2768180 |
| ave_sentiment:delicious | 0.0124929 | 0.0115057 | 1.0857970 | 0.2775758 |
| omg | 0.0360433 | 0.0332045 | 1.0854918 | 0.2777109 |
| Post:happy.friday | 0.0003526 | 0.0003251 | 1.0844789 | 0.2781595 |
| amazing:Topic_13 | 0.0128634 | 0.0118633 | 1.0843030 | 0.2782374 |
| hashtag:gorgeous.shot | -0.0546482 | 0.0504054 | -1.0841743 | 0.2782945 |
| beautiful.pic:Topic_12 | -0.1917956 | 0.1770266 | -1.0834279 | 0.2786255 |
| hashtag:amazing | -0.0035128 | 0.0032452 | -1.0824627 | 0.2790539 |
| influencersMicro:youre | 0.0119633 | 0.0110521 | 1.0824431 | 0.2790626 |
| gorgeous.love:Topic_7 | 0.4558477 | 0.4212074 | 1.0822403 | 0.2791527 |
| words:love.love | -0.0001064 | 0.0000984 | -1.0816132 | 0.2794314 |
| disgust:Topic_7 | 1.4739674 | 1.3654682 | 1.0794594 | 0.2803899 |
| fear:Topic_5 | -1.7400086 | 1.6119453 | -1.0794465 | 0.2803957 |
| hashtag:love.love | 0.0213379 | 0.0197678 | 1.0794318 | 0.2804022 |
| ave_sentiment:life | 0.0216196 | 0.0200295 | 1.0793871 | 0.2804222 |
| hashtag:beautiful.picture | 0.0612405 | 0.0567491 | 1.0791450 | 0.2805300 |
| gorgeous.shot:Topic_6 | 0.2724469 | 0.2526053 | 1.0785476 | 0.2807964 |
| Post:surprise | 0.0000792 | 0.0000735 | 1.0779051 | 0.2810831 |
| life:Topic_2 | 0.0256607 | 0.0238070 | 1.0778675 | 0.2810998 |
| words:picture | -0.0000407 | 0.0000378 | -1.0764611 | 0.2817280 |
| super.cute:Topic_14 | -0.1512141 | 0.1405208 | -1.0760976 | 0.2818905 |
| anticipation:amazing | 0.0952945 | 0.0886587 | 1.0748464 | 0.2824504 |
| delicious:Topic_6 | -0.0197030 | 0.0183322 | -1.0747774 | 0.2824813 |
| absolutely.stunning:Topic_7 | -0.1773624 | 0.1650648 | -1.0745019 | 0.2826047 |
| cute | -0.0104053 | 0.0096883 | -1.0740075 | 0.2828262 |
| haha | 0.0215076 | 0.0200351 | 1.0734973 | 0.2830550 |
| absolutely.love:Topic_3 | 0.1137725 | 0.1060027 | 1.0732986 | 0.2831441 |
| trust:omg.love | -20.7447393 | 19.3539059 | -1.0718632 | 0.2837884 |
| ave_sentiment:beautiful.shot | 0.0942097 | 0.0878979 | 1.0718091 | 0.2838127 |
| hair:Topic_3 | -0.0152002 | 0.0141823 | -1.0717703 | 0.2838301 |
| omg.love:Topic_11 | 1.7161120 | 1.6016065 | 1.0714941 | 0.2839542 |
| sadness | -0.9015860 | 0.8415598 | -1.0713273 | 0.2840292 |
| cool:Topic_4 | -0.0336395 | 0.0314406 | -1.0699373 | 0.2846544 |
| handle:Topic_6 | 0.0319905 | 0.0299212 | 1.0691552 | 0.2850066 |
| fear:pretty | -0.2623953 | 0.2454516 | -1.0690308 | 0.2850627 |
| happy.friday:Topic_9 | -2.7953223 | 2.6155814 | -1.0687193 | 0.2852031 |
| ave_sentiment:love | 0.0060958 | 0.0057062 | 1.0682650 | 0.2854079 |
| sadness:haha | -0.3013187 | 0.2822934 | -1.0673955 | 0.2858002 |
| pretty.love:Topic_1 | -0.6004066 | 0.5626870 | -1.0670349 | 0.2859630 |
| joy:absolutely.delicious | 0.5750522 | 0.5398952 | 1.0651182 | 0.2868293 |
| influencersMicro:absolutely.gorgeous | -0.0440648 | 0.0414299 | -1.0635988 | 0.2875173 |
| absolutely:Topic_9 | 0.0550873 | 0.0517946 | 1.0635726 | 0.2875292 |
| nice.shot:Topic_14 | 0.2635658 | 0.2480236 | 1.0626646 | 0.2879409 |
| influencersNano:Topic_10 | -0.0413822 | 0.0389531 | -1.0623596 | 0.2880793 |
| disgust:Topic_9 | 1.3349601 | 1.2571291 | 1.0619117 | 0.2882826 |
| hashtag:disgust | -0.3441467 | 0.3240844 | -1.0619044 | 0.2882859 |
| sadness:cute.love | 5.7303760 | 5.3965636 | 1.0618565 | 0.2883077 |
| delicious.yum:Topic_3 | -1.0730684 | 1.0105847 | -1.0618293 | 0.2883200 |
| happy.friday:Topic_7 | 2.2818805 | 2.1501000 | 1.0612904 | 0.2885648 |
| trust:yummy | -0.3388695 | 0.3196290 | -1.0601964 | 0.2890621 |
| emoji:perfect | 0.0051989 | 0.0049086 | 1.0591310 | 0.2895469 |
| gorgeous:Topic_5 | 0.0262256 | 0.0247883 | 1.0579831 | 0.2900699 |
| ave_sentiment:photo | -0.0152226 | 0.0143935 | -1.0576041 | 0.2902428 |
| Post:trust | 0.0000626 | 0.0000593 | 1.0560683 | 0.2909438 |
| emoji:gorgeous.photo | 0.0496934 | 0.0470691 | 1.0557546 | 0.2910872 |
| influencersNano:sounds.amazing | -0.0435766 | 0.0412859 | -1.0554847 | 0.2912105 |
| super.cute:Topic_8 | -0.1356192 | 0.1285344 | -1.0551201 | 0.2913772 |
| amazing:Topic_2 | 0.0117135 | 0.0111056 | 1.0547413 | 0.2915505 |
| trust:Topic_9 | -0.6566674 | 0.6225975 | -1.0547221 | 0.2915592 |
| gorgeous.love:Topic_6 | -0.3979654 | 0.3776809 | -1.0537081 | 0.2920234 |
| handle:Topic_11 | -0.0257163 | 0.0244101 | -1.0535087 | 0.2921147 |
| id.love:Topic_4 | -0.8288396 | 0.7870214 | -1.0531348 | 0.2922860 |
| emoji:Topic_4 | -0.0315217 | 0.0299689 | -1.0518165 | 0.2928905 |
| beautiful.picture | 0.2219113 | 0.2109946 | 1.0517393 | 0.2929260 |
| disgust:adorable | 0.5209368 | 0.4956843 | 1.0509447 | 0.2932908 |
| joy:absolutely | -0.2186578 | 0.2080771 | -1.0508497 | 0.2933344 |
| awesome:Topic_5 | 0.0349436 | 0.0332738 | 1.0501832 | 0.2936407 |
| joy:girl | -0.0647753 | 0.0617152 | -1.0495834 | 0.2939165 |
| trust:youre | -0.2601493 | 0.2482146 | -1.0480823 | 0.2946074 |
| fun:Topic_10 | 0.0188815 | 0.0180193 | 1.0478510 | 0.2947140 |
| influencersMicro:gorgeous | 0.0061532 | 0.0058755 | 1.0472728 | 0.2949805 |
| food:Topic_12 | -0.0229737 | 0.0219442 | -1.0469135 | 0.2951462 |
| enjoy:Topic_5 | -0.0472963 | 0.0452022 | -1.0463269 | 0.2954169 |
| hashtag:wow.love | 0.4766878 | 0.4560560 | 1.0452396 | 0.2959190 |
| time:Topic_6 | -0.0221452 | 0.0212258 | -1.0433187 | 0.2968075 |
| words:happy.friday | -0.0051175 | 0.0049068 | -1.0429397 | 0.2969829 |
| yum:Topic_1 | -0.0300431 | 0.0288149 | -1.0426231 | 0.2971296 |
| joy:beautiful.picture | -0.7307371 | 0.7009530 | -1.0424909 | 0.2971909 |
| sounds.delicious:Topic_11 | 0.1211594 | 0.1162451 | 1.0422752 | 0.2972909 |
| anger:Topic_8 | -1.6284067 | 1.5624219 | -1.0422324 | 0.2973107 |
| words:wow.love | -0.0030210 | 0.0028989 | -1.0420915 | 0.2973760 |
| disgust:birthday | 0.5753345 | 0.5525994 | 1.0411419 | 0.2978164 |
| handle:absolutely.amazing | -0.0363250 | 0.0349007 | -1.0408097 | 0.2979706 |
| ave_sentiment:beautiful | -0.0087326 | 0.0083910 | -1.0407170 | 0.2980136 |
| sadness:sounds | -0.3557620 | 0.3419803 | -1.0402998 | 0.2982073 |
| handle:favorite | 0.0072836 | 0.0070026 | 1.0401253 | 0.2982884 |
| fear | 0.9996753 | 0.9614487 | 1.0397594 | 0.2984584 |
| super:Topic_6 | -0.0463590 | 0.0446163 | -1.0390596 | 0.2987837 |
| wow.wow:Topic_2 | -0.2695403 | 0.2595471 | -1.0385023 | 0.2990430 |
| influencersNano:surprise | 0.3310395 | 0.3189703 | 1.0378381 | 0.2993521 |
| emoji:nice.pic | -0.0382914 | 0.0370033 | -1.0348104 | 0.3007641 |
| enjoy:Topic_14 | -0.0435239 | 0.0420698 | -1.0345655 | 0.3008785 |
| beautiful:Topic_5 | -0.0176781 | 0.0171150 | -1.0329008 | 0.3016570 |
| gorgeous.love:Topic_9 | 0.3154882 | 0.3054655 | 1.0328112 | 0.3016989 |
| hair:Topic_12 | 0.0140216 | 0.0135811 | 1.0324376 | 0.3018738 |
| trust:haha | -0.1516977 | 0.1471657 | -1.0307951 | 0.3026436 |
| Post:youre | -0.0000030 | 0.0000029 | -1.0307720 | 0.3026544 |
| favorite:Topic_13 | 0.0265475 | 0.0257596 | 1.0305859 | 0.3027417 |
| fear:nice.shot | 2.6538128 | 2.5756595 | 1.0303430 | 0.3028557 |
| gorgeous.love:Topic_12 | -0.4408989 | 0.4286240 | -1.0286380 | 0.3036564 |
| birthday:Topic_6 | -0.0387111 | 0.0376369 | -1.0285396 | 0.3037027 |
| cute.love:Topic_12 | -0.3661593 | 0.3559998 | -1.0285380 | 0.3037035 |
| xx:Topic_4 | -0.0188970 | 0.0183825 | -1.0279881 | 0.3039621 |
| photo:Topic_6 | -0.0242894 | 0.0236519 | -1.0269545 | 0.3044485 |
| joy:wow.love | 22.5438812 | 21.9885420 | 1.0252558 | 0.3052491 |
| anticipation:idea | 0.1631673 | 0.1592242 | 1.0247643 | 0.3054810 |
| Post:Topic_1 | 0.0000085 | 0.0000083 | 1.0244089 | 0.3056488 |
| absolutely.beautiful:Topic_14 | -0.2083118 | 0.2034696 | -1.0237982 | 0.3059372 |
| handle:beautiful.shot | -0.0318154 | 0.0311062 | -1.0228006 | 0.3064088 |
| photo:Topic_9 | -0.0195398 | 0.0191919 | -1.0181257 | 0.3086248 |
| beautiful.shot:Topic_6 | -0.1853425 | 0.1820610 | -1.0180239 | 0.3086732 |
| absolutely:Topic_11 | 0.0614165 | 0.0603747 | 1.0172560 | 0.3090382 |
| pretty.love:Topic_10 | -0.6677498 | 0.6564817 | -1.0171644 | 0.3090818 |
| super.cute:Topic_6 | -0.1497140 | 0.1472161 | -1.0169681 | 0.3091751 |
| anticipation:delicious | 0.1234243 | 0.1214199 | 1.0165079 | 0.3093942 |
| joy:amazing | -0.0489152 | 0.0481461 | -1.0159733 | 0.3096486 |
| joy:stunning | -0.0938653 | 0.0924081 | -1.0157697 | 0.3097456 |
| time:Topic_8 | -0.0194739 | 0.0191772 | -1.0154714 | 0.3098877 |
| Post:love.love | 0.0000073 | 0.0000072 | 1.0137836 | 0.3106925 |
| girl | 0.0167522 | 0.0165276 | 1.0135893 | 0.3107853 |
| anger:day | -0.1578127 | 0.1561321 | -1.0107638 | 0.3121360 |
| influencersNano:picture | 0.0133593 | 0.0132223 | 1.0103674 | 0.3123258 |
| handle:gorgeous.love | 0.0740546 | 0.0733036 | 1.0102452 | 0.3123843 |
| fear:babe | 0.3722827 | 0.3698305 | 1.0066307 | 0.3141188 |
| sounds.amazing:Topic_12 | -0.0930679 | 0.0925113 | -1.0060164 | 0.3144142 |
| pretty.love:Topic_3 | 0.5279340 | 0.5249146 | 1.0057522 | 0.3145413 |
| pretty:Topic_2 | 0.0140387 | 0.0139805 | 1.0041650 | 0.3153056 |
| pretty.love:Topic_11 | 0.7507673 | 0.7480937 | 1.0035739 | 0.3155905 |
| feel | -0.0187291 | 0.0186801 | -1.0026213 | 0.3160501 |
| beautiful.love | -0.2730068 | 0.2725543 | -1.0016600 | 0.3165143 |
| pretty.love:Topic_12 | 0.6224604 | 0.6216565 | 1.0012933 | 0.3166915 |
| picture:Topic_1 | 0.0339313 | 0.0339051 | 1.0007733 | 0.3169429 |
| surprise:happy.friday | 23.7855293 | 23.7797327 | 1.0002438 | 0.3171990 |
| perfect:Topic_9 | -0.0183206 | 0.0183290 | -0.9995393 | 0.3175400 |
| super.cute:Topic_4 | 0.1485770 | 0.1487039 | 0.9991472 | 0.3177299 |
| check:Topic_7 | 0.0308391 | 0.0309082 | 0.9977628 | 0.3184008 |
| girl:Topic_9 | -0.0171468 | 0.0171910 | -0.9974255 | 0.3185644 |
| girl.love:Topic_3 | -1.1410625 | 1.1450914 | -0.9964816 | 0.3190227 |
| words:favorite | 0.0000190 | 0.0000190 | 0.9957423 | 0.3193818 |
| fear:Topic_11 | -1.3148007 | 1.3207070 | -0.9955279 | 0.3194860 |
| Post:sounds | -0.0000023 | 0.0000023 | -0.9952559 | 0.3196183 |
| surprise:sweet | 0.1342581 | 0.1349667 | 0.9947497 | 0.3198644 |
| emoji:check | 0.0076880 | 0.0077291 | 0.9946916 | 0.3198927 |
| surprise:Topic_1 | 0.7347228 | 0.7398544 | 0.9930639 | 0.3206852 |
| lovely:Topic_8 | 0.0298343 | 0.0300675 | 0.9922466 | 0.3210836 |
| disgust:absolutely | 0.7919962 | 0.7981914 | 0.9922384 | 0.3210877 |
| nice.shot:Topic_4 | 0.2692373 | 0.2718216 | 0.9904928 | 0.3219397 |
| fear:Topic_8 | -1.5357918 | 1.5522407 | -0.9894031 | 0.3224723 |
| pic:Topic_8 | -0.0214979 | 0.0217380 | -0.9889539 | 0.3226921 |
| Topic_5 | -0.0737850 | 0.0746620 | -0.9882529 | 0.3230352 |
| ave_sentiment:hair | -0.0109154 | 0.0110638 | -0.9865935 | 0.3238483 |
| handle:id.love | 0.1330853 | 0.1349221 | 0.9863860 | 0.3239501 |
| joy:time | -0.0721152 | 0.0731353 | -0.9860515 | 0.3241142 |
| beautiful.pic:Topic_6 | -0.2500427 | 0.2536601 | -0.9857393 | 0.3242674 |
| hashtag:life | 0.0064566 | 0.0065697 | 0.9827864 | 0.3257189 |
| anger:yummy | 0.6704616 | 0.6839385 | 0.9802951 | 0.3269468 |
| xx:Topic_5 | -0.0186112 | 0.0189974 | -0.9796687 | 0.3272560 |
| influencersMicro:favorite | 0.0085344 | 0.0087123 | 0.9795787 | 0.3273005 |
| omg.love:Topic_12 | 2.2512885 | 2.2999161 | 0.9788568 | 0.3276571 |
| words:girl.love | 0.0036403 | 0.0037207 | 0.9783990 | 0.3278833 |
| anticipation:absolutely | 0.4094089 | 0.4188698 | 0.9774133 | 0.3283709 |
| stunning:Topic_12 | -0.0305357 | 0.0312446 | -0.9773124 | 0.3284208 |
| ave_sentiment:wow.love | 2.1110163 | 2.1601922 | 0.9772354 | 0.3284589 |
| Post:gorgeous.love | -0.0000239 | 0.0000245 | -0.9765394 | 0.3288035 |
| anger:cool | -0.3321591 | 0.3409341 | -0.9742617 | 0.3299329 |
| awesome:Topic_1 | 0.0222522 | 0.0228414 | 0.9742046 | 0.3299613 |
| shot:Topic_11 | 0.0274327 | 0.0281926 | 0.9730464 | 0.3305365 |
| ave_sentiment:feel | -0.0144293 | 0.0148382 | -0.9724380 | 0.3308390 |
| lol:Topic_5 | 0.0386675 | 0.0398511 | 0.9702989 | 0.3319038 |
| anger:post | -0.3503813 | 0.3615097 | -0.9692169 | 0.3324432 |
| sadness:nice | 0.2579835 | 0.2665485 | 0.9678669 | 0.3331171 |
| hashtag:pretty.love | -0.2610786 | 0.2699785 | -0.9670346 | 0.3335330 |
| enjoy:Topic_8 | -0.0387783 | 0.0401498 | -0.9658407 | 0.3341301 |
| fun:Topic_6 | -0.0210747 | 0.0218530 | -0.9643843 | 0.3348595 |
| joy:wait | -0.0808640 | 0.0840286 | -0.9623391 | 0.3358855 |
| yum:Topic_13 | -0.0251915 | 0.0261871 | -0.9619827 | 0.3360645 |
| perfect:Topic_6 | -0.0228693 | 0.0238016 | -0.9608318 | 0.3366430 |
| anger:cute | -0.1539214 | 0.1604767 | -0.9591509 | 0.3374889 |
| absolutely.stunning:Topic_8 | -0.1855680 | 0.1937086 | -0.9579751 | 0.3380815 |
| hashtag:super | -0.0090552 | 0.0094721 | -0.9559863 | 0.3390853 |
| disgust:gorgeous.photo | 2.8293990 | 2.9602149 | 0.9558087 | 0.3391751 |
| absolutely.delicious:Topic_9 | -0.1037035 | 0.1085273 | -0.9555519 | 0.3393048 |
| fear:Topic_10 | -1.2216820 | 1.2789052 | -0.9552561 | 0.3394544 |
| hope:Topic_8 | 0.0331678 | 0.0348009 | 0.9530716 | 0.3405599 |
| Post:fear | 0.0001119 | 0.0001174 | 0.9529832 | 0.3406047 |
| Post:beautiful.photo | 0.0000100 | 0.0000105 | 0.9522026 | 0.3410004 |
| girl.love:Topic_6 | 2.5709278 | 2.7035928 | 0.9509301 | 0.3416460 |
| disgust:beautiful | -0.1755252 | 0.1845946 | -0.9508687 | 0.3416772 |
| surprise:nice.pic | -1.1311103 | 1.1910544 | -0.9496713 | 0.3422854 |
| ave_sentiment:absolutely.stunning | -0.1039526 | 0.1095631 | -0.9487921 | 0.3427325 |
| emoji:yum | 0.0068467 | 0.0072200 | 0.9482997 | 0.3429830 |
| adorable:Topic_12 | 0.0333389 | 0.0351742 | 0.9478242 | 0.3432251 |
| trust:Topic_4 | -0.8204342 | 0.8660264 | -0.9473547 | 0.3434642 |
| handle:happy.birthday | -0.0322896 | 0.0340870 | -0.9472698 | 0.3435074 |
| totally.agree:Topic_14 | 0.1548223 | 0.1635768 | 0.9464812 | 0.3439093 |
| handle:surprise | 0.1770200 | 0.1874671 | 0.9442725 | 0.3450365 |
| handle:wow.beautiful | 0.7722388 | 0.8180597 | 0.9439884 | 0.3451817 |
| shot:Topic_5 | -0.0266298 | 0.0282183 | -0.9437081 | 0.3453249 |
| words:absolutely.beautiful | 0.0002123 | 0.0002253 | 0.9422735 | 0.3460587 |
| influencersNano:xx | 0.0069306 | 0.0073610 | 0.9415269 | 0.3464410 |
| food:Topic_3 | -0.0192289 | 0.0204817 | -0.9388341 | 0.3478220 |
| cute.love:Topic_2 | -0.3933367 | 0.4193296 | -0.9380133 | 0.3482436 |
| influencersMicro:sweet | -0.0067043 | 0.0071479 | -0.9379401 | 0.3482812 |
| cool:Topic_13 | 0.0204944 | 0.0218844 | 0.9364856 | 0.3490292 |
| happy.birthday:Topic_11 | 0.1271314 | 0.1357965 | 0.9361901 | 0.3491813 |
| anger:awesome | -0.3467892 | 0.3704529 | -0.9361222 | 0.3492163 |
| love.love:Topic_8 | -0.0800522 | 0.0857541 | -0.9335086 | 0.3505634 |
| Post:Topic_7 | 0.0000082 | 0.0000088 | 0.9332196 | 0.3507126 |
| wow:Topic_11 | 0.0314502 | 0.0337025 | 0.9331704 | 0.3507380 |
| lovely:Topic_10 | -0.0232892 | 0.0249675 | -0.9327801 | 0.3509395 |
| words:super.cute | -0.0001176 | 0.0001262 | -0.9324212 | 0.3511249 |
| ave_sentiment:Topic_11 | 0.0636542 | 0.0682731 | 0.9323467 | 0.3511634 |
| hashtag:beautiful | 0.0028996 | 0.0031103 | 0.9322610 | 0.3512077 |
| words:disgust | -0.0034093 | 0.0036571 | -0.9322300 | 0.3512237 |
| surprise:cute | -0.0838783 | 0.0899871 | -0.9321150 | 0.3512831 |
| amazing:Topic_11 | -0.0124184 | 0.0133265 | -0.9318582 | 0.3514158 |
| youre:Topic_5 | 0.0461053 | 0.0494836 | 0.9317302 | 0.3514820 |
| anger:Topic_9 | 1.1539681 | 1.2387085 | 0.9315897 | 0.3515546 |
| influencersNano:youre | 0.0132618 | 0.0142536 | 0.9304122 | 0.3521637 |
| hashtag:cute.love | 0.1252724 | 0.1346542 | 0.9303269 | 0.3522079 |
| trust:absolutely | 0.4045249 | 0.4351708 | 0.9295773 | 0.3525960 |
| words:stunning | -0.0000437 | 0.0000471 | -0.9278247 | 0.3535045 |
| ice.cream:Topic_12 | -0.0464644 | 0.0500830 | -0.9277475 | 0.3535445 |
| picture:Topic_3 | 0.0307281 | 0.0331537 | 0.9268365 | 0.3540174 |
| anger:wow.wow | 3.3542455 | 3.6206008 | 0.9264334 | 0.3542268 |
| sounds.delicious:Topic_1 | -0.1067690 | 0.1153026 | -0.9259895 | 0.3544574 |
| influencersMicro:omg | 0.0101985 | 0.0110139 | 0.9259676 | 0.3544688 |
| favorite:Topic_3 | 0.0252063 | 0.0272526 | 0.9249119 | 0.3550177 |
| life:Topic_9 | 0.0260003 | 0.0281231 | 0.9245193 | 0.3552219 |
| fun:Topic_1 | -0.0151154 | 0.0163496 | -0.9245129 | 0.3552253 |
| anticipation:super.cute | 0.6698255 | 0.7246519 | 0.9243411 | 0.3553147 |
| absolutely.amazing:Topic_10 | -0.1396656 | 0.1511425 | -0.9240658 | 0.3554580 |
| Post:amazing.omg | -0.0005035 | 0.0005454 | -0.9232301 | 0.3558933 |
| youre:Topic_7 | 0.0385075 | 0.0417264 | 0.9228578 | 0.3560873 |
| fun:Topic_2 | -0.0133166 | 0.0144315 | -0.9227451 | 0.3561460 |
| fear:gorgeous.love | -4.9770805 | 5.3962980 | -0.9223139 | 0.3563708 |
| pic:Topic_6 | -0.0233116 | 0.0252960 | -0.9215517 | 0.3567684 |
| absolutely.gorgeous:Topic_4 | -0.1589819 | 0.1726809 | -0.9206687 | 0.3572293 |
| omg:Topic_12 | -0.0373210 | 0.0407207 | -0.9165112 | 0.3594047 |
| delicious:Topic_8 | -0.0168162 | 0.0183571 | -0.9160600 | 0.3596413 |
| joy:Topic_9 | 0.3323876 | 0.3630111 | 0.9156404 | 0.3598614 |
| influencersMicro:photo | 0.0060510 | 0.0066086 | 0.9156163 | 0.3598741 |
| gorgeous.photo:Topic_4 | -0.1716310 | 0.1874964 | -0.9153828 | 0.3599966 |
| id.love:Topic_8 | -0.4681670 | 0.5114645 | -0.9153460 | 0.3600159 |
| surprise:amazing.omg | -24.5959413 | 26.8807468 | -0.9150022 | 0.3601964 |
| handle:sounds | 0.0059971 | 0.0065599 | 0.9142073 | 0.3606138 |
| words:amazing.omg | -0.0034307 | 0.0037532 | -0.9140597 | 0.3606913 |
| anger:absolutely.gorgeous | 1.8566635 | 2.0312850 | 0.9140340 | 0.3607049 |
| words:pretty.love | -0.0010790 | 0.0011821 | -0.9127601 | 0.3613746 |
| anticipation:yummy | 0.2708114 | 0.2967692 | 0.9125317 | 0.3614947 |
| handle:ave_sentiment | -0.0154388 | 0.0169412 | -0.9113212 | 0.3621320 |
| joy:gorgeous.shot | 0.5447372 | 0.5985371 | 0.9101143 | 0.3627681 |
| beautiful.love:Topic_14 | 0.4139870 | 0.4550243 | 0.9098129 | 0.3629270 |
| Topic_7 | -0.0561569 | 0.0617319 | -0.9096898 | 0.3629920 |
| trust:Topic_14 | -0.6474333 | 0.7119505 | -0.9093797 | 0.3631556 |
| wow.wow:Topic_14 | -0.2868818 | 0.3155585 | -0.9091239 | 0.3632906 |
| amazing.love:Topic_14 | -0.5853413 | 0.6449218 | -0.9076160 | 0.3640870 |
| surprise:omg | 0.2872184 | 0.3165706 | 0.9072806 | 0.3642642 |
| haha:Topic_1 | -0.0194937 | 0.0215060 | -0.9064322 | 0.3647130 |
| fear:absolutely | 0.7641686 | 0.8431951 | 0.9062773 | 0.3647949 |
| ave_sentiment:im.obsessed | 0.8407098 | 0.9295981 | 0.9043799 | 0.3657998 |
| beautiful.photo:Topic_9 | 0.0922608 | 0.1021099 | 0.9035441 | 0.3662430 |
| Post:Topic_9 | 0.0000070 | 0.0000078 | 0.9033458 | 0.3663482 |
| id.love:Topic_9 | -0.3453079 | 0.3825170 | -0.9027255 | 0.3666774 |
| words:Topic_7 | 0.0002102 | 0.0002330 | 0.9020783 | 0.3670211 |
| influencersNano:Topic_4 | -0.0439956 | 0.0488177 | -0.9012228 | 0.3674756 |
| surprise:hair | 0.1624068 | 0.1802422 | 0.9010472 | 0.3675690 |
| influencersMicro:idea | 0.0078958 | 0.0087691 | 0.9004138 | 0.3679058 |
| fun:Topic_13 | -0.0140692 | 0.0156453 | -0.8992625 | 0.3685186 |
| absolutely.stunning:Topic_12 | -0.1440950 | 0.1603751 | -0.8984872 | 0.3689316 |
| trust:time | -0.1161173 | 0.1293658 | -0.8975889 | 0.3694105 |
| omg.yum:Topic_2 | 0.3991286 | 0.4447320 | 0.8974588 | 0.3694799 |
| influencersMicro:gorgeous.shot | -0.0608639 | 0.0679012 | -0.8963594 | 0.3700666 |
| pretty:Topic_11 | 0.0156719 | 0.0174887 | 0.8961204 | 0.3701942 |
| absolutely:Topic_3 | 0.0472725 | 0.0527757 | 0.8957250 | 0.3704054 |
| anger:Topic_1 | -1.1302630 | 1.2622970 | -0.8954018 | 0.3705781 |
| joy:picture | 0.1031315 | 0.1151919 | 0.8953017 | 0.3706316 |
| im.obsessed:Topic_4 | -3.9654269 | 4.4365731 | -0.8938040 | 0.3714325 |
| omg.love:Topic_2 | -1.4195687 | 1.5882790 | -0.8937779 | 0.3714465 |
| absolutely.beautiful:Topic_3 | -0.1390990 | 0.1556705 | -0.8935479 | 0.3715696 |
| fear:enjoy | 0.5021388 | 0.5627221 | 0.8923388 | 0.3722171 |
| words:sounds.delicious | 0.0001809 | 0.0002028 | 0.8918981 | 0.3724533 |
| sadness:feel | -0.2434128 | 0.2730040 | -0.8916089 | 0.3726083 |
| fun | 0.0140795 | 0.0157927 | 0.8915206 | 0.3726557 |
| favorite:Topic_12 | 0.0255748 | 0.0286955 | 0.8912495 | 0.3728010 |
| handle:perfect | -0.0040758 | 0.0045732 | -0.8912374 | 0.3728075 |
| trust:gorgeous.photo | 0.9505884 | 1.0680422 | 0.8900289 | 0.3734561 |
| hope.youre:Topic_3 | 0.1858885 | 0.2088974 | 0.8898554 | 0.3735493 |
| im.loving | -1.6026807 | 1.8014791 | -0.8896472 | 0.3736611 |
| yummy:Topic_14 | 0.0400565 | 0.0450263 | 0.8896234 | 0.3736739 |
| absolutely.beautiful:Topic_9 | -0.1485453 | 0.1670568 | -0.8891904 | 0.3739065 |
| fear:love.love | 1.0291368 | 1.1609185 | 0.8864849 | 0.3753620 |
| hashtag:check | -0.0062334 | 0.0070332 | -0.8862891 | 0.3754675 |
| surprise:absolutely.love | 0.8884712 | 1.0026686 | 0.8861066 | 0.3755658 |
| trust:absolutely.gorgeous | -0.9500437 | 1.0721618 | -0.8861010 | 0.3755688 |
| absolutely.delicious:Topic_4 | -0.1453701 | 0.1641458 | -0.8856157 | 0.3758303 |
| Post:absolutely | -0.0000043 | 0.0000049 | -0.8840077 | 0.3766977 |
| gorgeous.shot:Topic_5 | 0.2317261 | 0.2621996 | 0.8837774 | 0.3768220 |
| disgust:im.loving | -33.8398513 | 38.3663859 | -0.8820182 | 0.3777726 |
| beautiful.love:Topic_13 | 0.2553200 | 0.2896781 | 0.8813921 | 0.3781113 |
| surprise:nice | -0.1789826 | 0.2032122 | -0.8807667 | 0.3784498 |
| sadness:wait | 0.2509058 | 0.2848830 | 0.8807329 | 0.3784681 |
| handle:Topic_3 | 0.0200002 | 0.0227200 | 0.8802888 | 0.3787085 |
| handle:fun | -0.0037679 | 0.0042829 | -0.8797526 | 0.3789990 |
| shot:Topic_9 | 0.0226868 | 0.0257962 | 0.8794631 | 0.3791559 |
| fear:idea | -0.3662186 | 0.4166591 | -0.8789405 | 0.3794391 |
| trust:happy.friday | -19.4688021 | 22.1534663 | -0.8788152 | 0.3795071 |
| disgust:omg.yum | -11.0322537 | 12.5574435 | -0.8785430 | 0.3796548 |
| handle:Topic_8 | 0.0238348 | 0.0271643 | 0.8774336 | 0.3802568 |
| fear:absolutely.delicious | 2.0870021 | 2.3788279 | 0.8773237 | 0.3803165 |
| Post:sounds.amazing | -0.0000072 | 0.0000082 | -0.8769148 | 0.3805385 |
| food:Topic_13 | -0.0174148 | 0.0198711 | -0.8763860 | 0.3808258 |
| sadness:pic | 0.2030493 | 0.2317839 | 0.8760287 | 0.3810200 |
| handle:absolutely.love | -0.0235122 | 0.0268454 | -0.8758366 | 0.3811245 |
| absolutely.amazing:Topic_12 | -0.1067148 | 0.1218760 | -0.8756018 | 0.3812521 |
| happy.birthday:Topic_6 | 0.1418111 | 0.1620634 | 0.8750349 | 0.3815605 |
| handle:wow.wow | -0.0617089 | 0.0708388 | -0.8711175 | 0.3836956 |
| perfect:Topic_2 | -0.0142366 | 0.0163478 | -0.8708537 | 0.3838396 |
| sadness:hope.youre | -2.0956583 | 2.4072061 | -0.8705770 | 0.3839907 |
| anger:cute.love | -7.8430416 | 9.0098788 | -0.8704936 | 0.3840363 |
| emoji:sounds.delicious | -0.0259735 | 0.0298407 | -0.8704032 | 0.3840857 |
| emoji:girl | -0.0043348 | 0.0049857 | -0.8694507 | 0.3846062 |
| influencersMicro:beautiful.photo | 0.0321683 | 0.0370482 | 0.8682829 | 0.3852450 |
| beautiful.picture:Topic_12 | 0.1832680 | 0.2111689 | 0.8678741 | 0.3854688 |
| Post:super | -0.0000032 | 0.0000037 | -0.8669975 | 0.3859489 |
| omg.love:Topic_7 | -2.6186022 | 3.0245592 | -0.8657798 | 0.3866165 |
| trust:yum | 0.1982152 | 0.2290380 | 0.8654250 | 0.3868111 |
| absolutely.love:Topic_13 | 0.0858093 | 0.0992173 | 0.8648623 | 0.3871199 |
| fear:sounds.delicious | 2.0408896 | 2.3600384 | 0.8647696 | 0.3871708 |
| check:Topic_14 | 0.0279537 | 0.0323520 | 0.8640508 | 0.3875655 |
| sadness:xx | -0.1196864 | 0.1385276 | -0.8639893 | 0.3875993 |
| girl.love:Topic_4 | -0.8901354 | 1.0303729 | -0.8638964 | 0.3876503 |
| hope:Topic_3 | 0.0250807 | 0.0290587 | 0.8631035 | 0.3880861 |
| disgust:wow.wow | 3.5724358 | 4.1421531 | 0.8624587 | 0.3884407 |
| wow.love | -1.6479041 | 1.9110675 | -0.8622951 | 0.3885307 |
| trust:gorgeous | 0.1083195 | 0.1256237 | 0.8622535 | 0.3885535 |
| sadness:delicious | -0.2070537 | 0.2401780 | -0.8620843 | 0.3886466 |
| beautiful.pic:Topic_13 | -0.1379695 | 0.1603064 | -0.8606613 | 0.3894301 |
| absolutely.love:Topic_5 | 0.1174969 | 0.1366721 | 0.8596989 | 0.3899605 |
| Post:wow.beautiful | 0.0036118 | 0.0042101 | 0.8578903 | 0.3909585 |
| gorgeous.photo:Topic_10 | 0.1432315 | 0.1671357 | 0.8569776 | 0.3914628 |
| omg.yum:Topic_8 | 0.4452147 | 0.5205256 | 0.8553176 | 0.3923808 |
| fun:Topic_9 | -0.0142880 | 0.0167461 | -0.8532145 | 0.3935458 |
| pretty:Topic_6 | 0.0184280 | 0.0216026 | 0.8530443 | 0.3936402 |
| disgust:Topic_1 | 1.0949711 | 1.2852276 | 0.8519667 | 0.3942380 |
| anticipation:Topic_11 | 0.5836898 | 0.6851571 | 0.8519065 | 0.3942714 |
| beautiful.photo:Topic_5 | 0.1371688 | 0.1610701 | 0.8516093 | 0.3944364 |
| wait:Topic_11 | 0.0176911 | 0.0208345 | 0.8491231 | 0.3958182 |
| words:sounds.amazing | 0.0001085 | 0.0001277 | 0.8491074 | 0.3958270 |
| words:beautiful.picture | 0.0002927 | 0.0003449 | 0.8488091 | 0.3959929 |
| handle:beautiful | 0.0025148 | 0.0029667 | 0.8476979 | 0.3966116 |
| ave_sentiment:pic | 0.0114675 | 0.0135343 | 0.8472968 | 0.3968351 |
| beautiful:Topic_6 | -0.0141385 | 0.0167026 | -0.8464877 | 0.3972862 |
| influencersMicro:day | 0.0026875 | 0.0031782 | 0.8456227 | 0.3977687 |
| fear:gorgeous.shot | -2.6958926 | 3.1882156 | -0.8455804 | 0.3977923 |
| words:hope | -0.0000210 | 0.0000248 | -0.8454716 | 0.3978530 |
| lol:Topic_13 | -0.0233850 | 0.0277423 | -0.8429394 | 0.3992677 |
| Post:food | -0.0000016 | 0.0000019 | -0.8420405 | 0.3997706 |
| Post:gorgeous.photo | -0.0000116 | 0.0000138 | -0.8419186 | 0.3998389 |
| handle:photo | -0.0040431 | 0.0048025 | -0.8418616 | 0.3998708 |
| wow.wow:Topic_11 | -0.2428958 | 0.2891159 | -0.8401330 | 0.4008392 |
| trust:favorite | -0.1742849 | 0.2074879 | -0.8399762 | 0.4009271 |
| wait:Topic_5 | 0.0232254 | 0.0276503 | 0.8399679 | 0.4009318 |
| emoji:anger | -0.2651287 | 0.3156959 | -0.8398229 | 0.4010130 |
| beautiful.pic:Topic_7 | -0.1724055 | 0.2054225 | -0.8392727 | 0.4013216 |
| influencersMicro:anger | 0.3420525 | 0.4076230 | 0.8391395 | 0.4013964 |
| absolutely.stunning:Topic_10 | 0.1346471 | 0.1604897 | 0.8389767 | 0.4014877 |
| anticipation:gorgeous.photo | 0.8085933 | 0.9644548 | 0.8383943 | 0.4018147 |
| fun:Topic_3 | -0.0140279 | 0.0167377 | -0.8381018 | 0.4019789 |
| anger:happy | -0.3554527 | 0.4241387 | -0.8380577 | 0.4020036 |
| influencersMicro:sounds.delicious | -0.0500864 | 0.0597695 | -0.8379932 | 0.4020399 |
| handle:absolutely.gorgeous | -0.0282304 | 0.0336976 | -0.8377566 | 0.4021727 |
| fear:Topic_6 | -1.2327325 | 1.4716042 | -0.8376794 | 0.4022161 |
| disgust:Topic_14 | 1.1948766 | 1.4265013 | 0.8376274 | 0.4022453 |
| fun:Topic_12 | -0.0149019 | 0.0178221 | -0.8361483 | 0.4030768 |
| joy:Topic_13 | 0.2936094 | 0.3514961 | 0.8353135 | 0.4035466 |
| influencersMicro:Topic_5 | 0.0338532 | 0.0405537 | 0.8347742 | 0.4038502 |
| surprise:Topic_13 | 0.5848635 | 0.7010503 | 0.8342675 | 0.4041356 |
| absolutely.stunning:Topic_11 | -0.1389986 | 0.1668397 | -0.8331269 | 0.4047785 |
| Post:Topic_8 | 0.0000081 | 0.0000098 | 0.8323460 | 0.4052190 |
| influencersNano:super.cute | -0.0399810 | 0.0481720 | -0.8299629 | 0.4065650 |
| gorgeous.love:Topic_4 | 0.3644790 | 0.4392412 | 0.8297925 | 0.4066614 |
| surprise:life | 0.2283085 | 0.2752484 | 0.8294635 | 0.4068475 |
| absolutely.delicious:Topic_13 | -0.0949614 | 0.1145463 | -0.8290219 | 0.4070973 |
| surprise:beautiful.love | -1.8719193 | 2.2595494 | -0.8284480 | 0.4074221 |
| trust:shot | 0.1410018 | 0.1702379 | 0.8282634 | 0.4075266 |
| sadness:Topic_7 | 0.9556313 | 1.1540986 | 0.8280327 | 0.4076573 |
| words:Topic_9 | -0.0001619 | 0.0001956 | -0.8279016 | 0.4077315 |
| Post:happy.birthday | 0.0000113 | 0.0000137 | 0.8271860 | 0.4081369 |
| happy.friday | -1.3087718 | 1.5830524 | -0.8267394 | 0.4083900 |
| ave_sentiment:wow.beautiful | 4.9439060 | 5.9820936 | 0.8264508 | 0.4085537 |
| emoji:beautiful.love | 0.0600688 | 0.0727124 | 0.8261143 | 0.4087445 |
| Post:beautiful.pic | -0.0000193 | 0.0000234 | -0.8251880 | 0.4092701 |
| anger:gorgeous | -0.2081946 | 0.2523563 | -0.8250026 | 0.4093754 |
| Post:wow.love | 0.0000868 | 0.0001054 | 0.8238036 | 0.4100564 |
| cool:Topic_9 | 0.0176350 | 0.0214661 | 0.8215274 | 0.4113511 |
| cute.love:Topic_3 | -0.3408763 | 0.4156044 | -0.8201941 | 0.4121107 |
| post:Topic_5 | 0.0236322 | 0.0288576 | 0.8189265 | 0.4128335 |
| surprise:super.cute | -0.7499434 | 0.9164055 | -0.8183533 | 0.4131607 |
| disgust:day | 0.1277049 | 0.1562373 | 0.8173777 | 0.4137178 |
| omg.love:Topic_10 | 2.8471108 | 3.4864815 | 0.8166144 | 0.4141540 |
| anger:Topic_14 | -1.2072188 | 1.4809726 | -0.8151526 | 0.4149901 |
| fear:beautiful | 0.1410103 | 0.1730689 | 0.8147637 | 0.4152128 |
| day:Topic_12 | -0.0078386 | 0.0096237 | -0.8145094 | 0.4153584 |
| disgust:sounds | 0.3502361 | 0.4300289 | 0.8144479 | 0.4153936 |
| wow.wow:Topic_3 | 0.2338691 | 0.2872391 | 0.8141967 | 0.4155374 |
| handle:adorable | -0.0063464 | 0.0077974 | -0.8139165 | 0.4156979 |
| handle:Topic_9 | 0.0177377 | 0.0218040 | 0.8135034 | 0.4159347 |
| disgust:nice.pic | 1.7556829 | 2.1586897 | 0.8133095 | 0.4160458 |
| words:absolutely | -0.0000394 | 0.0000485 | -0.8125319 | 0.4164917 |
| sadness:lovely | -0.1720988 | 0.2119539 | -0.8119634 | 0.4168178 |
| wow.wow:Topic_8 | 0.2273226 | 0.2799843 | 0.8119118 | 0.4168474 |
| hashtag:delicious | 0.0033733 | 0.0041555 | 0.8117735 | 0.4169268 |
| amazing.omg | 2.1132653 | 2.6067099 | 0.8107021 | 0.4175419 |
| gorgeous.photo:Topic_2 | -0.1249864 | 0.1542407 | -0.8103333 | 0.4177538 |
| influencersMicro:adorable | 0.0085491 | 0.0105661 | 0.8091025 | 0.4184613 |
| joy:yum | 0.1015565 | 0.1255575 | 0.8088445 | 0.4186097 |
| influencersMicro:time | 0.0039469 | 0.0048938 | 0.8065142 | 0.4199515 |
| beautiful.picture:Topic_8 | 0.2107475 | 0.2613819 | 0.8062819 | 0.4200855 |
| hair:Topic_13 | 0.0103826 | 0.0128771 | 0.8062809 | 0.4200860 |
| emoji:amazing | -0.0027176 | 0.0033708 | -0.8062120 | 0.4201258 |
| amazing:Topic_4 | -0.0131752 | 0.0163536 | -0.8056409 | 0.4204550 |
| love:Topic_14 | -0.0074268 | 0.0092281 | -0.8047998 | 0.4209403 |
| lol:Topic_8 | -0.0276250 | 0.0343297 | -0.8046969 | 0.4209997 |
| love.love:Topic_6 | -0.0827229 | 0.1028918 | -0.8039800 | 0.4214137 |
| fear:amazing.omg | 26.3803935 | 32.8225858 | 0.8037268 | 0.4215598 |
| words:Topic_10 | -0.0001710 | 0.0002129 | -0.8029287 | 0.4220210 |
| food:Topic_8 | 0.0205466 | 0.0256322 | 0.8015919 | 0.4227941 |
| influencersMicro:wow.wow | -0.0638197 | 0.0796270 | -0.8014828 | 0.4228573 |
| handle:wow.amazing | 0.3041594 | 0.3797869 | 0.8008686 | 0.4232128 |
| sweet:Topic_14 | 0.0202549 | 0.0253338 | 0.7995223 | 0.4239927 |
| surprise:picture | 0.2281428 | 0.2854860 | 0.7991384 | 0.4242152 |
| amazing.love:Topic_9 | -0.3215087 | 0.4024089 | -0.7989603 | 0.4243185 |
| trust:photo | 0.1120968 | 0.1403901 | 0.7984665 | 0.4246049 |
| nice.shot:Topic_7 | -0.1650660 | 0.2067491 | -0.7983880 | 0.4246504 |
| surprise:check | -0.2101017 | 0.2633126 | -0.7979174 | 0.4249235 |
| Post:time | 0.0000010 | 0.0000012 | 0.7972748 | 0.4252965 |
| disgust:life | -0.3788492 | 0.4759527 | -0.7959808 | 0.4260483 |
| wow.beautiful | -5.6676572 | 7.1227432 | -0.7957127 | 0.4262041 |
| disgust:omg | -0.4247105 | 0.5342413 | -0.7949788 | 0.4266309 |
| trust:perfect | 0.1162053 | 0.1461763 | 0.7949665 | 0.4266380 |
| influencersNano:hope | 0.0093784 | 0.0118019 | 0.7946552 | 0.4268191 |
| emoji:id.love | -0.0995590 | 0.1253158 | -0.7944649 | 0.4269299 |
| words:lol | -0.0000205 | 0.0000258 | -0.7939674 | 0.4272195 |
| feel:Topic_2 | 0.0144144 | 0.0181892 | 0.7924695 | 0.4280920 |
| surprise:Topic_7 | 0.6497682 | 0.8200581 | 0.7923441 | 0.4281651 |
| life:Topic_13 | 0.0204538 | 0.0258230 | 0.7920780 | 0.4283202 |
| yum.yum:Topic_5 | 0.1656368 | 0.2091401 | 0.7919897 | 0.4283717 |
| ave_sentiment:amazing.omg | -0.6171253 | 0.7792278 | -0.7919703 | 0.4283830 |
| surprise:beautiful.picture | 1.2875235 | 1.6302547 | 0.7897683 | 0.4296681 |
| babe:Topic_9 | -0.0178217 | 0.0225664 | -0.7897458 | 0.4296812 |
| youre:Topic_11 | 0.0302139 | 0.0383348 | 0.7881594 | 0.4306085 |
| amazing.love:Topic_4 | -0.4205867 | 0.5360155 | -0.7846541 | 0.4326614 |
| influencersMicro:yum | 0.0080021 | 0.0102020 | 0.7843713 | 0.4328272 |
| handle:pretty.love | 0.1002612 | 0.1278905 | 0.7839615 | 0.4330677 |
| yummy:Topic_10 | -0.0317655 | 0.0405704 | -0.7829738 | 0.4336474 |
| hope.youre:Topic_6 | -0.2067464 | 0.2642249 | -0.7824638 | 0.4339470 |
| Topic_6 | 0.0553915 | 0.0709329 | 0.7809001 | 0.4348662 |
| joy:Topic_4 | 0.3995292 | 0.5120030 | 0.7803259 | 0.4352040 |
| Topic_14 | -0.0492727 | 0.0631456 | -0.7803042 | 0.4352168 |
| Post:love | 0.0000005 | 0.0000006 | 0.7798207 | 0.4355013 |
| hope:Topic_9 | 0.0213488 | 0.0273839 | 0.7796118 | 0.4356243 |
| fear:day | -0.1121133 | 0.1439301 | -0.7789426 | 0.4360185 |
| influencersMicro:Topic_4 | 0.0301259 | 0.0387496 | 0.7774519 | 0.4368971 |
| anticipation:gorgeous | -0.0889510 | 0.1144366 | -0.7772944 | 0.4369900 |
| girl.love:Topic_9 | -0.9163601 | 1.1811768 | -0.7758027 | 0.4378704 |
| words:ave_sentiment | -0.0001127 | 0.0001455 | -0.7748707 | 0.4384210 |
| sadness:absolutely.delicious | 1.5541337 | 2.0072192 | 0.7742720 | 0.4387748 |
| sounds.amazing:Topic_3 | -0.0679860 | 0.0878717 | -0.7736960 | 0.4391155 |
| influencersMicro:pretty.love | 0.1365668 | 0.1766140 | 0.7732503 | 0.4393791 |
| sadness:Topic_5 | 1.1150701 | 1.4424969 | 0.7730139 | 0.4395191 |
| ave_sentiment:nice | 0.0136931 | 0.0177161 | 0.7729141 | 0.4395781 |
| anger:hope | -0.3818241 | 0.4948708 | -0.7715632 | 0.4403780 |
| time:Topic_1 | -0.0116476 | 0.0151194 | -0.7703697 | 0.4410855 |
| youre:Topic_13 | 0.0241000 | 0.0313100 | 0.7697242 | 0.4414684 |
| anger:omg | 0.4074767 | 0.5302570 | 0.7684512 | 0.4422240 |
| fear:happy | -0.3104246 | 0.4051476 | -0.7662014 | 0.4435613 |
| handle:absolutely.beautiful | -0.0312498 | 0.0408572 | -0.7648558 | 0.4443622 |
| words:nice | 0.0000213 | 0.0000278 | 0.7639987 | 0.4448728 |
| youre:Topic_1 | 0.0273746 | 0.0358422 | 0.7637550 | 0.4450181 |
| photo | 0.0134664 | 0.0176590 | 0.7625797 | 0.4457189 |
| words:sadness | 0.0021790 | 0.0028603 | 0.7618022 | 0.4461829 |
| Post:Topic_11 | 0.0000066 | 0.0000087 | 0.7606529 | 0.4468692 |
| emoji:sounds.amazing | -0.0180223 | 0.0237007 | -0.7604132 | 0.4470124 |
| absolutely.stunning:Topic_5 | -0.1615470 | 0.2125348 | -0.7600967 | 0.4472015 |
| trust:beautiful.picture | 1.0476212 | 1.3791109 | 0.7596352 | 0.4474774 |
| words:im.loving | 0.0009291 | 0.0012242 | 0.7589850 | 0.4478663 |
| beautiful.pic | -0.1316203 | 0.1734956 | -0.7586374 | 0.4480743 |
| gorgeous.love:Topic_11 | 0.2254754 | 0.2972339 | 0.7585790 | 0.4481092 |
| ave_sentiment:absolutely.love | -0.0647501 | 0.0853765 | -0.7584059 | 0.4482128 |
| influencersMicro:wow | 0.0081161 | 0.0107072 | 0.7580034 | 0.4484537 |
| fear:sweet | 0.2546051 | 0.3359702 | 0.7578203 | 0.4485634 |
| Post:merry.christmas | -0.0001805 | 0.0002386 | -0.7567337 | 0.4492142 |
| disgust:idea | 0.3017934 | 0.3990322 | 0.7563133 | 0.4494661 |
| surprise:amazing.wow | -13.7833032 | 18.2408999 | -0.7556263 | 0.4498780 |
| anger:amazing.omg | -30.9013351 | 40.9169199 | -0.7552214 | 0.4501209 |
| super.cute | 0.0816390 | 0.1081748 | 0.7546953 | 0.4504366 |
| gorgeous:Topic_9 | 0.0127124 | 0.0168720 | 0.7534634 | 0.4511763 |
| ave_sentiment:happy.friday | 2.3921234 | 3.1782247 | 0.7526603 | 0.4516588 |
| idea:Topic_11 | 0.0177679 | 0.0236414 | 0.7515578 | 0.4523217 |
| trust:lol | 0.1744136 | 0.2321445 | 0.7513148 | 0.4524680 |
| absolutely.stunning:Topic_13 | 0.1096783 | 0.1461671 | 0.7503624 | 0.4530412 |
| sadness:yum.yum | -2.1005443 | 2.7999030 | -0.7502204 | 0.4531267 |
| disgust:beautiful.gorgeous | 11.9179553 | 15.8883154 | 0.7501082 | 0.4531943 |
| Post:wait | -0.0000013 | 0.0000018 | -0.7494809 | 0.4535721 |
| ice.cream:Topic_5 | -0.0487092 | 0.0650072 | -0.7492894 | 0.4536875 |
| influencersNano:life | 0.0085343 | 0.0114317 | 0.7465492 | 0.4553404 |
| super:Topic_9 | 0.0279911 | 0.0375178 | 0.7460744 | 0.4556272 |
| babe:Topic_5 | -0.0268791 | 0.0360551 | -0.7454995 | 0.4559745 |
| fear:omg.love | -13.7069394 | 18.3953957 | -0.7451288 | 0.4561985 |
| sadness:wow | 0.2935983 | 0.3950256 | 0.7432387 | 0.4573418 |
| love:Topic_9 | -0.0055956 | 0.0075303 | -0.7430823 | 0.4574365 |
| wow.love:Topic_10 | -0.9168334 | 1.2346055 | -0.7426124 | 0.4577210 |
| perfect:Topic_3 | -0.0137835 | 0.0185621 | -0.7425650 | 0.4577498 |
| stunning:Topic_4 | 0.0284576 | 0.0383584 | 0.7418877 | 0.4581600 |
| totally.agree:Topic_7 | -0.1262143 | 0.1701581 | -0.7417471 | 0.4582452 |
| Post:pretty | -0.0000012 | 0.0000016 | -0.7405908 | 0.4589463 |
| joy:enjoy | -0.1053229 | 0.1422901 | -0.7401982 | 0.4591844 |
| haha:Topic_13 | 0.0147657 | 0.0199563 | 0.7399031 | 0.4593634 |
| anger:love | -0.0908416 | 0.1228390 | -0.7395175 | 0.4595974 |
| influencersMicro:lol | 0.0067081 | 0.0090741 | 0.7392567 | 0.4597557 |
| disgust:picture | -0.3797110 | 0.5139457 | -0.7388153 | 0.4600238 |
| disgust:lovely | 0.3122958 | 0.4230214 | 0.7382506 | 0.4603668 |
| ave_sentiment:amazing | 0.0068632 | 0.0093098 | 0.7371990 | 0.4610059 |
| influencersNano:beautiful.picture | -0.0650632 | 0.0885027 | -0.7351547 | 0.4622499 |
| favorite:Topic_2 | 0.0180478 | 0.0245943 | 0.7338215 | 0.4630621 |
| fear:pic | 0.2123285 | 0.2899097 | 0.7323951 | 0.4639320 |
| shot:Topic_2 | -0.0163293 | 0.0223019 | -0.7321949 | 0.4640542 |
| disgust:photo | 0.2343580 | 0.3200909 | 0.7321608 | 0.4640750 |
| disgust:nice | -0.2808777 | 0.3837121 | -0.7320011 | 0.4641725 |
| anticipation:enjoy | 0.1527069 | 0.2086472 | 0.7318903 | 0.4642401 |
| surprise:absolutely.beautiful | 0.9515900 | 1.3007812 | 0.7315527 | 0.4644462 |
| influencersMicro:wow.love | -0.7306565 | 0.9994467 | -0.7310610 | 0.4647465 |
| stunning:Topic_3 | -0.0221120 | 0.0302615 | -0.7306973 | 0.4649687 |
| influencersNano:totally.agree | -0.0428732 | 0.0587203 | -0.7301244 | 0.4653187 |
| disgust:Topic_4 | -1.2007070 | 1.6463020 | -0.7293358 | 0.4658008 |
| awesome | -0.0157477 | 0.0216039 | -0.7289319 | 0.4660478 |
| fear:nice.pic | -1.3493916 | 1.8523364 | -0.7284809 | 0.4663238 |
| girl:Topic_10 | -0.0140494 | 0.0192932 | -0.7282034 | 0.4664936 |
| anger:birthday | -0.4043749 | 0.5555214 | -0.7279196 | 0.4666673 |
| hashtag:Topic_2 | -0.0140213 | 0.0192647 | -0.7278247 | 0.4667254 |
| beautiful.love:Topic_7 | -0.2223421 | 0.3055746 | -0.7276198 | 0.4668509 |
| ave_sentiment:wow.amazing | 1.2071134 | 1.6595278 | 0.7273836 | 0.4669955 |
| absolutely.amazing:Topic_11 | -0.1152064 | 0.1585098 | -0.7268094 | 0.4673473 |
| absolutely.delicious:Topic_7 | -0.0934958 | 0.1288634 | -0.7255423 | 0.4681239 |
| handle:delicious.love | 0.6046403 | 0.8345198 | 0.7245367 | 0.4687408 |
| enjoy:Topic_6 | -0.0354601 | 0.0489859 | -0.7238829 | 0.4691421 |
| sadness:Topic_14 | 0.9065870 | 1.2538734 | 0.7230291 | 0.4696665 |
| nice.pic:Topic_1 | -0.1280651 | 0.1771512 | -0.7229136 | 0.4697375 |
| influencersNano:adorable | -0.0096750 | 0.0134131 | -0.7213115 | 0.4707224 |
| gorgeous.photo:Topic_7 | -0.1483909 | 0.2057301 | -0.7212892 | 0.4707361 |
| Post:anger | -0.0000859 | 0.0001192 | -0.7210864 | 0.4708608 |
| joy:wow | -0.0763158 | 0.1060307 | -0.7197522 | 0.4716820 |
| Post:beautiful.beautiful | 0.0000915 | 0.0001272 | 0.7192131 | 0.4720141 |
| hope:Topic_13 | 0.0183129 | 0.0254630 | 0.7191958 | 0.4720248 |
| nice.pic | 0.0920479 | 0.1281567 | 0.7182451 | 0.4726107 |
| disgust:Topic_2 | -0.7898224 | 1.0998824 | -0.7180972 | 0.4727019 |
| beautiful.love:Topic_11 | 0.1965242 | 0.2741749 | 0.7167840 | 0.4735118 |
| happy:Topic_5 | 0.0236622 | 0.0330652 | 0.7156217 | 0.4742294 |
| emoji:happy.friday | 0.2425097 | 0.3390864 | 0.7151856 | 0.4744988 |
| gorgeous.photo:Topic_1 | 0.1156368 | 0.1619654 | 0.7139599 | 0.4752564 |
| absolutely.delicious:Topic_14 | -0.0981875 | 0.1380292 | -0.7113531 | 0.4768699 |
| emoji:hope | 0.0055484 | 0.0077999 | 0.7113363 | 0.4768803 |
| stunning:Topic_14 | 0.0259315 | 0.0364649 | 0.7111368 | 0.4770039 |
| influencersMicro:xx | -0.0047480 | 0.0066803 | -0.7107527 | 0.4772419 |
| ave_sentiment:im.loving | 0.7571463 | 1.0669979 | 0.7096043 | 0.4779540 |
| feel:Topic_6 | 0.0188016 | 0.0265101 | 0.7092234 | 0.4781903 |
| influencersNano:happy.birthday | -0.0378290 | 0.0533423 | -0.7091744 | 0.4782207 |
| adorable:Topic_6 | 0.0338313 | 0.0477278 | 0.7088381 | 0.4784294 |
| anger:omg.love | 14.0403791 | 19.8551351 | 0.7071409 | 0.4794833 |
| joy:im.obsessed | -11.4551898 | 16.2106224 | -0.7066471 | 0.4797902 |
| trust:Topic_10 | -0.4922484 | 0.6968185 | -0.7064227 | 0.4799297 |
| amazing.love:Topic_13 | -0.2275603 | 0.3227292 | -0.7051122 | 0.4807448 |
| handle:sadness | 0.1874055 | 0.2658367 | 0.7049650 | 0.4808364 |
| anticipation:hair | -0.0946820 | 0.1344670 | -0.7041282 | 0.4813573 |
| happy:Topic_12 | -0.0197302 | 0.0280634 | -0.7030583 | 0.4820238 |
| hashtag:gorgeous.photo | 0.0316212 | 0.0449967 | 0.7027451 | 0.4822190 |
| sounds:Topic_7 | 0.0214257 | 0.0305008 | 0.7024647 | 0.4823938 |
| anger:beautiful.love | 2.2194581 | 3.1647798 | 0.7012994 | 0.4831206 |
| photo:Topic_10 | -0.0150785 | 0.0215210 | -0.7006423 | 0.4835306 |
| emoji:love | 0.0014364 | 0.0020529 | 0.6997287 | 0.4841011 |
| handle:pretty | 0.0027327 | 0.0039241 | 0.6963909 | 0.4861884 |
| joy:cute | 0.0276949 | 0.0397774 | 0.6962465 | 0.4862788 |
| sadness:hair | -0.1473413 | 0.2117215 | -0.6959206 | 0.4864829 |
| emoji:Topic_12 | -0.0166143 | 0.0238781 | -0.6957972 | 0.4865602 |
| surprise:shot | -0.1277400 | 0.1836566 | -0.6955373 | 0.4867230 |
| anticipation:Topic_2 | -0.3837227 | 0.5524397 | -0.6945966 | 0.4873125 |
| surprise:love.love | -0.4534473 | 0.6534426 | -0.6939360 | 0.4877267 |
| trust:ice.cream | -0.2772428 | 0.3997499 | -0.6935407 | 0.4879746 |
| sounds:Topic_5 | 0.0247603 | 0.0357321 | 0.6929429 | 0.4883497 |
| Post:haha | -0.0000015 | 0.0000022 | -0.6929167 | 0.4883661 |
| disgust:delicious | 0.1898230 | 0.2740966 | 0.6925406 | 0.4886022 |
| post:Topic_9 | 0.0128094 | 0.0185039 | 0.6922509 | 0.4887841 |
| post:Topic_4 | 0.0181884 | 0.0263676 | 0.6898014 | 0.4903233 |
| check:Topic_13 | 0.0185250 | 0.0268584 | 0.6897303 | 0.4903681 |
| fear:youre | -0.3792429 | 0.5498711 | -0.6896943 | 0.4903907 |
| surprise:haha | 0.1311269 | 0.1901317 | 0.6896638 | 0.4904099 |
| anticipation:gorgeous.shot | -0.8463643 | 1.2280034 | -0.6892198 | 0.4906892 |
| Post:pic | 0.0000012 | 0.0000018 | 0.6889986 | 0.4908284 |
| disgust:omg.love | 9.1752870 | 13.3249138 | 0.6885813 | 0.4910910 |
| ave_sentiment:absolutely.amazing | 0.0765784 | 0.1112439 | 0.6883830 | 0.4912159 |
| amazing:Topic_6 | -0.0114535 | 0.0166514 | -0.6878401 | 0.4915577 |
| hashtag:Topic_12 | 0.0159251 | 0.0231695 | 0.6873324 | 0.4918776 |
| absolutely.beautiful:Topic_4 | -0.1236445 | 0.1799393 | -0.6871453 | 0.4919954 |
| gorgeous.shot:Topic_9 | 0.1033355 | 0.1504433 | 0.6868736 | 0.4921666 |
| surprise:fun | 0.0950427 | 0.1384689 | 0.6863830 | 0.4924759 |
| picture:Topic_10 | 0.0239870 | 0.0349609 | 0.6861098 | 0.4926481 |
| photo:Topic_2 | -0.0117369 | 0.0171346 | -0.6849811 | 0.4933601 |
| influencersNano:beautiful.love | -0.0784285 | 0.1146355 | -0.6841558 | 0.4938810 |
| trust:life | -0.1470614 | 0.2149633 | -0.6841232 | 0.4939016 |
| ave_sentiment:yum.yum | -0.1009006 | 0.1475767 | -0.6837162 | 0.4941586 |
| gorgeous.shot:Topic_12 | -0.1300145 | 0.1902394 | -0.6834255 | 0.4943422 |
| absolutely.beautiful | -0.0963217 | 0.1412507 | -0.6819207 | 0.4952933 |
| absolutely:Topic_10 | 0.0399233 | 0.0585521 | 0.6818431 | 0.4953424 |
| hope:Topic_12 | -0.0184346 | 0.0270466 | -0.6815870 | 0.4955043 |
| cute.love:Topic_5 | -0.2682886 | 0.3946172 | -0.6798705 | 0.4965907 |
| trust:omg | -0.1987637 | 0.2924159 | -0.6797295 | 0.4966800 |
| words:Topic_5 | -0.0001905 | 0.0002807 | -0.6788531 | 0.4972352 |
| time:Topic_10 | -0.0125364 | 0.0184674 | -0.6788388 | 0.4972442 |
| handle:sounds.amazing | -0.0140268 | 0.0206852 | -0.6781102 | 0.4977060 |
| influencersMicro:id.love | -0.1032437 | 0.1524185 | -0.6773700 | 0.4981754 |
| fear:hope.youre | -2.2025317 | 3.2565978 | -0.6763290 | 0.4988359 |
| gorgeous.photo:Topic_11 | 0.1191529 | 0.1762130 | 0.6761868 | 0.4989262 |
| enjoy:Topic_10 | -0.0269478 | 0.0398545 | -0.6761547 | 0.4989466 |
| birthday:Topic_4 | -0.0252011 | 0.0373176 | -0.6753133 | 0.4994809 |
| emoji:lovely | 0.0046849 | 0.0069463 | 0.6744491 | 0.5000300 |
| disgust:amazing.omg | -32.6729153 | 48.4492638 | -0.6743738 | 0.5000778 |
| ice.cream:Topic_2 | 0.0341237 | 0.0506373 | 0.6738847 | 0.5003888 |
| idea:Topic_1 | 0.0117612 | 0.0174555 | 0.6737812 | 0.5004546 |
| feel:Topic_10 | 0.0155449 | 0.0230736 | 0.6737091 | 0.5005004 |
| ave_sentiment:haha | -0.0100879 | 0.0149906 | -0.6729479 | 0.5009846 |
| hope.youre:Topic_8 | 0.1498857 | 0.2227591 | 0.6728603 | 0.5010403 |
| Post:ave_sentiment | -0.0000040 | 0.0000060 | -0.6708924 | 0.5022932 |
| fear:time | 0.1779953 | 0.2658884 | 0.6694361 | 0.5032214 |
| trust:food | 0.1081644 | 0.1616161 | 0.6692673 | 0.5033291 |
| anticipation:hope.youre | 0.9041150 | 1.3538318 | 0.6678193 | 0.5042531 |
| omg:Topic_4 | 0.0314020 | 0.0471345 | 0.6662227 | 0.5052728 |
| lol:Topic_4 | 0.0273581 | 0.0410753 | 0.6660461 | 0.5053857 |
| surprise:wait | 0.1113855 | 0.1672460 | 0.6659978 | 0.5054166 |
| idea:Topic_13 | 0.0131357 | 0.0197314 | 0.6657268 | 0.5055898 |
| post:Topic_2 | 0.0120196 | 0.0180557 | 0.6656960 | 0.5056095 |
| day:Topic_9 | 0.0057718 | 0.0086721 | 0.6655598 | 0.5056966 |
| emoji:wow.beautiful | -1.2194012 | 1.8332110 | -0.6651723 | 0.5059444 |
| influencersMicro:happy.birthday | -0.0299725 | 0.0450796 | -0.6648782 | 0.5061325 |
| babe:Topic_14 | -0.0202533 | 0.0304740 | -0.6646110 | 0.5063034 |
| emoji:cool | 0.0042269 | 0.0063681 | 0.6637627 | 0.5068463 |
| surprise:love | 0.0457910 | 0.0689969 | 0.6636673 | 0.5069073 |
| fear:awesome | -0.2391504 | 0.3604056 | -0.6635589 | 0.5069767 |
| fear:wow.amazing | -18.2508720 | 27.5177021 | -0.6632411 | 0.5071802 |
| influencersMicro:surprise | 0.1783087 | 0.2689629 | 0.6629489 | 0.5073673 |
| lol:Topic_2 | -0.0175070 | 0.0264515 | -0.6618523 | 0.5080700 |
| id.love:Topic_10 | -0.2678618 | 0.4052392 | -0.6609967 | 0.5086185 |
| influencersMicro:disgust | -0.2790324 | 0.4223586 | -0.6606527 | 0.5088391 |
| stunning:Topic_8 | 0.0247881 | 0.0375495 | 0.6601462 | 0.5091641 |
| sadness:enjoy | -0.2714548 | 0.4118729 | -0.6590743 | 0.5098521 |
| surprise:babe | 0.1401977 | 0.2128350 | 0.6587156 | 0.5100824 |
| hashtag:super.cute | 0.0195508 | 0.0296849 | 0.6586117 | 0.5101492 |
| handle:hope | 0.0047208 | 0.0071706 | 0.6583506 | 0.5103169 |
| check:Topic_5 | 0.0261727 | 0.0398218 | 0.6572461 | 0.5110267 |
| lol:Topic_9 | -0.0186961 | 0.0284630 | -0.6568564 | 0.5112773 |
| Post:Topic_2 | 0.0000046 | 0.0000071 | 0.6565115 | 0.5114991 |
| joy:wow.wow | -0.5791086 | 0.8821702 | -0.6564591 | 0.5115328 |
| influencersMicro:joy | -0.0775358 | 0.1181790 | -0.6560877 | 0.5117717 |
| influencersMicro:sadness | -0.2379259 | 0.3636551 | -0.6542625 | 0.5129467 |
| beautiful.picture:Topic_6 | 0.1952202 | 0.2984609 | 0.6540898 | 0.5130580 |
| super:Topic_12 | -0.0261617 | 0.0400244 | -0.6536431 | 0.5133458 |
| ave_sentiment:id.love | -0.2868425 | 0.4393758 | -0.6528408 | 0.5138629 |
| amazing.omg:Topic_3 | 2.0435995 | 3.1315157 | 0.6525912 | 0.5140239 |
| lovely | -0.0150541 | 0.0230782 | -0.6523091 | 0.5142058 |
| anger:yum.yum | 2.1533297 | 3.3011617 | 0.6522945 | 0.5142152 |
| trust:sounds.amazing | -0.4682489 | 0.7179638 | -0.6521901 | 0.5142825 |
| beautiful.pic:Topic_5 | -0.1987304 | 0.3048056 | -0.6519907 | 0.5144112 |
| sadness:gorgeous.shot | -1.3422357 | 2.0618786 | -0.6509771 | 0.5150653 |
| trust:birthday | 0.1269572 | 0.1950353 | 0.6509445 | 0.5150863 |
| feel:Topic_7 | 0.0157947 | 0.0242884 | 0.6502989 | 0.5155031 |
| anger:Topic_7 | 0.8588943 | 1.3216157 | 0.6498821 | 0.5157724 |
| ave_sentiment:nice.pic | -0.0664924 | 0.1023894 | -0.6494075 | 0.5160790 |
| love | -0.0045841 | 0.0070605 | -0.6492558 | 0.5161770 |
| influencersNano:wow.beautiful | 0.8864359 | 1.3656953 | 0.6490730 | 0.5162952 |
| super | -0.0222751 | 0.0343691 | -0.6481130 | 0.5169158 |
| handle:Topic_4 | -0.0194338 | 0.0300157 | -0.6474554 | 0.5173412 |
| anticipation:totally.agree | -0.7541474 | 1.1649015 | -0.6473916 | 0.5173825 |
| nice.pic:Topic_11 | 0.0979747 | 0.1514231 | 0.6470259 | 0.5176191 |
| Post:anticipation | -0.0000390 | 0.0000603 | -0.6467161 | 0.5178197 |
| cool | -0.0132100 | 0.0204831 | -0.6449222 | 0.5189815 |
| absolutely.gorgeous:Topic_8 | -0.0969035 | 0.1503771 | -0.6444035 | 0.5193178 |
| cute:Topic_12 | 0.0073104 | 0.0113537 | 0.6438796 | 0.5196575 |
| ave_sentiment:awesome | 0.0112617 | 0.0175024 | 0.6434392 | 0.5199431 |
| day:Topic_7 | 0.0061944 | 0.0096279 | 0.6433802 | 0.5199814 |
| sadness:nice.pic | 1.0377470 | 1.6132205 | 0.6432766 | 0.5200486 |
| gorgeous.shot | 0.1073980 | 0.1669747 | 0.6431993 | 0.5200987 |
| adorable:Topic_8 | 0.0251264 | 0.0390773 | 0.6429908 | 0.5202340 |
| influencersMicro:amazing.omg | -0.7015017 | 1.0928706 | -0.6418890 | 0.5209492 |
| hope:Topic_5 | 0.0254532 | 0.0396571 | 0.6418322 | 0.5209860 |
| lol | 0.0168871 | 0.0263223 | 0.6415501 | 0.5211693 |
| wait:Topic_2 | 0.0116314 | 0.0181530 | 0.6407395 | 0.5216959 |
| ave_sentiment:girl | 0.0081154 | 0.0126918 | 0.6394203 | 0.5225534 |
| emoji:omg.love | -0.2922417 | 0.4573857 | -0.6389393 | 0.5228663 |
| surprise | -0.3841867 | 0.6014410 | -0.6387771 | 0.5229719 |
| xx:Topic_13 | -0.0077492 | 0.0121365 | -0.6384983 | 0.5231533 |
| Post:absolutely.amazing | -0.0000082 | 0.0000129 | -0.6383372 | 0.5232581 |
| anger:omg.yum | 9.3368597 | 14.6296569 | 0.6382145 | 0.5233379 |
| anger:absolutely | -0.5716201 | 0.8960304 | -0.6379471 | 0.5235120 |
| nice.pic:Topic_3 | -0.0954124 | 0.1498894 | -0.6365517 | 0.5244208 |
| perfect:Topic_7 | -0.0133732 | 0.0210566 | -0.6351050 | 0.5253638 |
| influencersNano:wow.love | -0.6324870 | 0.9966877 | -0.6345890 | 0.5257004 |
| influencersNano:merry.christmas | -2.3796445 | 3.7507544 | -0.6344443 | 0.5257948 |
| trust:stunning.love | 62.2301598 | 98.1546248 | 0.6340013 | 0.5260838 |
| influencersNano:absolutely.gorgeous | 0.0325038 | 0.0513183 | 0.6333769 | 0.5264914 |
| disgust:Topic_3 | 0.7900006 | 1.2488625 | 0.6325761 | 0.5270144 |
| gorgeous.photo:Topic_14 | 0.1274692 | 0.2015612 | 0.6324093 | 0.5271233 |
| youre:Topic_3 | 0.0222737 | 0.0352522 | 0.6318394 | 0.5274957 |
| girl.love:Topic_12 | -1.5001518 | 2.3748450 | -0.6316841 | 0.5275972 |
| happy:Topic_4 | -0.0204511 | 0.0324391 | -0.6304459 | 0.5284067 |
| anger:haha | -0.2037297 | 0.3235038 | -0.6297597 | 0.5288557 |
| omg.yum:Topic_1 | -0.3490853 | 0.5551854 | -0.6287724 | 0.5295019 |
| handle:amazing.love | -0.0507543 | 0.0809019 | -0.6273565 | 0.5304294 |
| influencersMicro:hope | 0.0061696 | 0.0098381 | 0.6271171 | 0.5305863 |
| gorgeous.photo:Topic_8 | 0.1140183 | 0.1819356 | 0.6266957 | 0.5308625 |
| hashtag:Topic_8 | -0.0169016 | 0.0269709 | -0.6266631 | 0.5308839 |
| absolutely.amazing:Topic_1 | -0.1027196 | 0.1639182 | -0.6266513 | 0.5308917 |
| surprise:gorgeous | -0.0903550 | 0.1443457 | -0.6259624 | 0.5313434 |
| fear:happy.birthday | 1.5723406 | 2.5133558 | 0.6255941 | 0.5315850 |
| food:Topic_11 | -0.0142922 | 0.0228475 | -0.6255489 | 0.5316147 |
| ave_sentiment:merry.christmas | -0.7634645 | 1.2213575 | -0.6250950 | 0.5319125 |
| fear:food | -0.2465664 | 0.3949018 | -0.6243740 | 0.5323858 |
| perfect:Topic_1 | -0.0119946 | 0.0192448 | -0.6232649 | 0.5331142 |
| anticipation:absolutely.gorgeous | -0.6859768 | 1.1018668 | -0.6225587 | 0.5335783 |
| absolutely:Topic_8 | 0.0415069 | 0.0666745 | 0.6225292 | 0.5335978 |
| hashtag:shot | -0.0039339 | 0.0063201 | -0.6224500 | 0.5336498 |
| influencersNano:amazing.omg | -0.4158603 | 0.6684707 | -0.6221070 | 0.5338753 |
| words:Topic_6 | 0.0001757 | 0.0002827 | 0.6216468 | 0.5341779 |
| joy:amazing.omg | 3.1407771 | 5.0549522 | 0.6213268 | 0.5343884 |
| trust:babe | 0.1203788 | 0.1938017 | 0.6211444 | 0.5345084 |
| influencersNano:gorgeous.photo | -0.0493728 | 0.0795082 | -0.6209777 | 0.5346181 |
| Post:adorable | -0.0000021 | 0.0000033 | -0.6204384 | 0.5349730 |
| disgust:love.love | 0.7446654 | 1.2025168 | 0.6192557 | 0.5357517 |
| gorgeous.shot:Topic_2 | -0.0946124 | 0.1528027 | -0.6191800 | 0.5358015 |
| sounds.delicious:Topic_5 | -0.0931129 | 0.1505568 | -0.6184574 | 0.5362777 |
| Post:disgust | -0.0000749 | 0.0001212 | -0.6180232 | 0.5365638 |
| totally.agree:Topic_8 | 0.1110256 | 0.1797300 | 0.6177357 | 0.5367533 |
| hair:Topic_11 | 0.0078704 | 0.0127524 | 0.6171674 | 0.5371281 |
| absolutely.beautiful:Topic_13 | -0.0874198 | 0.1416590 | -0.6171147 | 0.5371628 |
| influencersNano:fear | 0.3099057 | 0.5023883 | 0.6168648 | 0.5373277 |
| merry.christmas | 2.5775006 | 4.1844174 | 0.6159760 | 0.5379141 |
| influencersMicro:beautiful.pic | 0.0353483 | 0.0574149 | 0.6156640 | 0.5381200 |
| hashtag:absolutely.delicious | -0.0211233 | 0.0343246 | -0.6153984 | 0.5382954 |
| anticipation:absolutely.beautiful | -0.6237048 | 1.0137091 | -0.6152700 | 0.5383801 |
| fear:absolutely.amazing | 1.2260859 | 1.9943265 | 0.6147870 | 0.5386992 |
| hashtag:yum | -0.0044050 | 0.0071899 | -0.6126725 | 0.5400966 |
| sadness:yummy | 0.3659180 | 0.5974212 | 0.6124960 | 0.5402134 |
| absolutely.amazing:Topic_5 | 0.1172264 | 0.1915764 | 0.6119044 | 0.5406047 |
| hair:Topic_1 | -0.0079501 | 0.0130136 | -0.6109063 | 0.5412653 |
| anger:gorgeous.photo | 1.7883381 | 2.9314837 | 0.6100454 | 0.5418354 |
| birthday:Topic_14 | -0.0238120 | 0.0391466 | -0.6082774 | 0.5430072 |
| post:Topic_8 | 0.0148995 | 0.0245147 | 0.6077786 | 0.5433380 |
| surprise:id.love | -3.7327608 | 6.1447829 | -0.6074683 | 0.5435439 |
| hope:Topic_4 | 0.0214810 | 0.0353904 | 0.6069717 | 0.5438734 |
| omg:Topic_7 | 0.0254684 | 0.0419891 | 0.6065469 | 0.5441553 |
| fear:cute.love | 4.9756716 | 8.2058966 | 0.6063532 | 0.5442839 |
| handle:hope.youre | -0.0299424 | 0.0494658 | -0.6053152 | 0.5449732 |
| fear:Topic_3 | -0.7302917 | 1.2065784 | -0.6052584 | 0.5450110 |
| influencersMicro:sounds | 0.0074766 | 0.0123630 | 0.6047549 | 0.5453455 |
| words:trust | -0.0011188 | 0.0018520 | -0.6041192 | 0.5457680 |
| absolutely.amazing:Topic_9 | -0.0889887 | 0.1476146 | -0.6028451 | 0.5466154 |
| nice.pic:Topic_7 | -0.0955590 | 0.1586560 | -0.6023033 | 0.5469759 |
| influencersMicro:fear | 0.2476395 | 0.4113207 | 0.6020594 | 0.5471382 |
| hashtag:girl | 0.0027251 | 0.0045268 | 0.6019896 | 0.5471847 |
| hope.youre:Topic_1 | -0.1179605 | 0.1960657 | -0.6016378 | 0.5474189 |
| influencersMicro:absolutely.amazing | -0.0300147 | 0.0499062 | -0.6014229 | 0.5475620 |
| anticipation:love.love | 0.3497154 | 0.5816146 | 0.6012838 | 0.5476546 |
| Post:lol | -0.0000012 | 0.0000020 | -0.6011059 | 0.5477731 |
| surprise:Topic_8 | -0.5410866 | 0.9002044 | -0.6010709 | 0.5477964 |
| yummy:Topic_7 | 0.0240199 | 0.0400981 | 0.5990276 | 0.5491581 |
| love.love:Topic_14 | -0.0509686 | 0.0851178 | -0.5988008 | 0.5493093 |
| day:Topic_14 | 0.0069161 | 0.0115581 | 0.5983781 | 0.5495913 |
| emoji:Topic_3 | -0.0136658 | 0.0228422 | -0.5982712 | 0.5496626 |
| beautiful.photo:Topic_13 | 0.0670277 | 0.1120402 | 0.5982463 | 0.5496792 |
| hope:Topic_11 | -0.0176939 | 0.0295908 | -0.5979528 | 0.5498750 |
| surprise:perfect | -0.0878908 | 0.1470474 | -0.5977038 | 0.5500412 |
| beautiful.love:Topic_12 | 0.1766649 | 0.2956549 | 0.5975376 | 0.5501521 |
| food:Topic_7 | -0.0124117 | 0.0207761 | -0.5974059 | 0.5502400 |
| trust:gorgeous.shot | -0.7987500 | 1.3371272 | -0.5973628 | 0.5502688 |
| anticipation:wow.wow | -1.1308861 | 1.8985394 | -0.5956611 | 0.5514052 |
| trust:adorable | 0.1373251 | 0.2305976 | 0.5955184 | 0.5515006 |
| gorgeous.love:Topic_14 | 0.3713371 | 0.6235842 | 0.5954882 | 0.5515208 |
| trust:feel | 0.1048325 | 0.1760959 | 0.5953150 | 0.5516365 |
| shot:Topic_8 | 0.0187143 | 0.0314380 | 0.5952767 | 0.5516621 |
| nice.pic:Topic_12 | -0.1181025 | 0.1985456 | -0.5948380 | 0.5519553 |
| words:id.love | -0.0002396 | 0.0004028 | -0.5946523 | 0.5520795 |
| photo:Topic_5 | 0.0166549 | 0.0280526 | 0.5937010 | 0.5527157 |
| words:absolutely.stunning | 0.0001306 | 0.0002201 | 0.5934827 | 0.5528617 |
| influencersMicro:delicious | 0.0035454 | 0.0059794 | 0.5929410 | 0.5532242 |
| fear:perfect | -0.1686430 | 0.2854432 | -0.5908110 | 0.5546506 |
| day | 0.0050628 | 0.0085726 | 0.5905758 | 0.5548082 |
| cute:Topic_1 | 0.0062741 | 0.0106443 | 0.5894331 | 0.5555744 |
| disgust:beautiful.shot | -1.2575159 | 2.1337730 | -0.5893391 | 0.5556374 |
| influencersMicro:merry.christmas | -2.1684698 | 3.6918338 | -0.5873693 | 0.5569592 |
| influencersMicro:enjoy | 0.0070938 | 0.0120906 | 0.5867178 | 0.5573968 |
| fear:gorgeous | 0.1334308 | 0.2274551 | 0.5866249 | 0.5574592 |
| Post:Topic_3 | 0.0000046 | 0.0000078 | 0.5866122 | 0.5574677 |
| anticipation:xx | -0.0517511 | 0.0882443 | -0.5864527 | 0.5575749 |
| sounds.delicious:Topic_7 | -0.0810647 | 0.1384169 | -0.5856565 | 0.5581099 |
| anticipation:yum | 0.1283818 | 0.2192369 | 0.5855850 | 0.5581579 |
| hashtag:stunning.love | 0.5328934 | 0.9103558 | 0.5853683 | 0.5583036 |
| trust:gorgeous.love | 1.8203725 | 3.1154304 | 0.5843085 | 0.5590163 |
| ave_sentiment:hope | 0.0115687 | 0.0198071 | 0.5840686 | 0.5591777 |
| Post:absolutely.gorgeous | -0.0000072 | 0.0000124 | -0.5830623 | 0.5598549 |
| ave_sentiment:adorable | -0.0133777 | 0.0229577 | -0.5827121 | 0.5600906 |
| surprise:amazing.love | 2.5852223 | 4.4379808 | 0.5825222 | 0.5602185 |
| fear:absolutely.gorgeous | -1.3274434 | 2.2794439 | -0.5823541 | 0.5603317 |
| yummy | -0.0207632 | 0.0356811 | -0.5819085 | 0.5606318 |
| beautiful.love:Topic_9 | 0.1456857 | 0.2503916 | 0.5818315 | 0.5606837 |
| babe:Topic_2 | -0.0124405 | 0.0213834 | -0.5817823 | 0.5607169 |
| day:Topic_8 | 0.0064980 | 0.0111750 | 0.5814741 | 0.5609245 |
| amazing:Topic_7 | -0.0084892 | 0.0146018 | -0.5813805 | 0.5609875 |
| omg:Topic_11 | -0.0231143 | 0.0397780 | -0.5810831 | 0.5611879 |
| surprise:birthday | -0.1160016 | 0.1998427 | -0.5804643 | 0.5616050 |
| happy.birthday:Topic_14 | -0.0950198 | 0.1637630 | -0.5802274 | 0.5617647 |
| surprise:feel | 0.1080483 | 0.1863587 | 0.5797870 | 0.5620618 |
| words:omg.yum | 0.0005029 | 0.0008679 | 0.5794551 | 0.5622856 |
| hashtag:pretty | -0.0024080 | 0.0041654 | -0.5781061 | 0.5631960 |
| gorgeous.shot:Topic_3 | -0.0952922 | 0.1648527 | -0.5780442 | 0.5632378 |
| Post:nice | -0.0000014 | 0.0000024 | -0.5774277 | 0.5636540 |
| xx:Topic_11 | 0.0085186 | 0.0147707 | 0.5767248 | 0.5641289 |
| emoji:beautiful.shot | 0.0192345 | 0.0333579 | 0.5766080 | 0.5642078 |
| ave_sentiment:absolutely.gorgeous | -0.0503457 | 0.0873689 | -0.5762423 | 0.5644549 |
| wow:Topic_3 | -0.0178713 | 0.0310501 | -0.5755617 | 0.5649149 |
| disgust:girl.love | 19.0183156 | 33.0444167 | 0.5755379 | 0.5649310 |
| influencersMicro:food | 0.0043492 | 0.0075641 | 0.5749803 | 0.5653080 |
| hope:Topic_2 | 0.0139249 | 0.0242723 | 0.5736956 | 0.5661773 |
| love:Topic_7 | -0.0051243 | 0.0089405 | -0.5731554 | 0.5665429 |
| words:beautiful.wow | -0.0023129 | 0.0040355 | -0.5731360 | 0.5665561 |
| surprise:gorgeous.love | -1.5728907 | 2.7447457 | -0.5730552 | 0.5666108 |
| emoji:babe | -0.0037946 | 0.0066241 | -0.5728463 | 0.5667522 |
| handle:sounds.delicious | -0.0161577 | 0.0282106 | -0.5727515 | 0.5668164 |
| beautiful.wow | 0.5309971 | 0.9276609 | 0.5724044 | 0.5670515 |
| hashtag:haha | -0.0030577 | 0.0053455 | -0.5720184 | 0.5673130 |
| influencersMicro:beautiful.picture | -0.0411791 | 0.0720570 | -0.5714785 | 0.5676787 |
| absolutely:Topic_14 | 0.0323566 | 0.0566520 | 0.5711468 | 0.5679036 |
| wow.wow:Topic_4 | -0.2099553 | 0.3677880 | -0.5708596 | 0.5680983 |
| idea:Topic_9 | 0.0118511 | 0.0207680 | 0.5706404 | 0.5682468 |
| anticipation:cool | 0.0904197 | 0.1584720 | 0.5705719 | 0.5682933 |
| anticipation:merry.christmas | 4.3031700 | 7.5419309 | 0.5705661 | 0.5682972 |
| sadness:cool | 0.1686170 | 0.2961272 | 0.5694073 | 0.5690832 |
| disgust:absolutely.amazing | -1.6053842 | 2.8225175 | -0.5687774 | 0.5695106 |
| trust:hope.youre | -0.8145295 | 1.4333622 | -0.5682649 | 0.5698585 |
| surprise:girl | -0.0840301 | 0.1479902 | -0.5678085 | 0.5701684 |
| surprise:lol | 0.1613969 | 0.2846156 | 0.5670696 | 0.5706703 |
| yummy:Topic_3 | -0.0221263 | 0.0390624 | -0.5664361 | 0.5711007 |
| cute.love:Topic_13 | -0.2248184 | 0.3978428 | -0.5650936 | 0.5720135 |
| hashtag:gorgeous.love | -0.0523885 | 0.0927428 | -0.5648788 | 0.5721596 |
| anticipation:hope | 0.1025555 | 0.1815877 | 0.5647712 | 0.5722328 |
| stunning:Topic_7 | -0.0186165 | 0.0330067 | -0.5640213 | 0.5727430 |
| omg.yum | 0.2933456 | 0.5202223 | 0.5638852 | 0.5728356 |
| hope:Topic_14 | -0.0169558 | 0.0300960 | -0.5633914 | 0.5731718 |
| influencersMicro:beautiful.love | -0.0469369 | 0.0833384 | -0.5632086 | 0.5732962 |
| post:Topic_14 | 0.0138079 | 0.0245274 | 0.5629567 | 0.5734677 |
| sadness:sounds.delicious | -1.0375997 | 1.8456875 | -0.5621752 | 0.5740000 |
| nice.pic:Topic_13 | 0.0794495 | 0.1413262 | 0.5621711 | 0.5740028 |
| gorgeous:Topic_13 | 0.0093593 | 0.0166502 | 0.5621167 | 0.5740399 |
| nice.pic:Topic_14 | 0.0896213 | 0.1594556 | 0.5620452 | 0.5740886 |
| anticipation:beautiful.shot | -0.4976622 | 0.8855732 | -0.5619662 | 0.5741424 |
| influencersNano:sounds.delicious | 0.0361428 | 0.0646677 | 0.5588999 | 0.5762334 |
| yum.yum:Topic_4 | 0.1322144 | 0.2366231 | 0.5587551 | 0.5763322 |
| idea:Topic_14 | -0.0133231 | 0.0238450 | -0.5587353 | 0.5763457 |
| Post:gorgeous | 0.0000010 | 0.0000018 | 0.5586746 | 0.5763871 |
| trust:nice.shot | 0.8072042 | 1.4451444 | 0.5585630 | 0.5764633 |
| influencersMicro:wow.amazing | -0.2883950 | 0.5166580 | -0.5581932 | 0.5767158 |
| love:Topic_4 | 0.0059716 | 0.0107105 | 0.5575513 | 0.5771542 |
| pretty:Topic_14 | 0.0102127 | 0.0183184 | 0.5575116 | 0.5771812 |
| anticipation:beautiful.wow | 8.6763101 | 15.6255652 | 0.5552638 | 0.5787176 |
| disgust:yum | 0.2602757 | 0.4690310 | 0.5549222 | 0.5789512 |
| ave_sentiment:hope.youre | 0.0844823 | 0.1522823 | 0.5547741 | 0.5790525 |
| influencersMicro:ice.cream | 0.0115505 | 0.0208503 | 0.5539738 | 0.5796001 |
| wow.wow:Topic_13 | -0.1467625 | 0.2652467 | -0.5533056 | 0.5800575 |
| cute:Topic_9 | 0.0056407 | 0.0102277 | 0.5515169 | 0.5812827 |
| yummy:Topic_13 | 0.0195447 | 0.0354690 | 0.5510349 | 0.5816131 |
| delicious:Topic_2 | -0.0073291 | 0.0133055 | -0.5508332 | 0.5817513 |
| pretty.love:Topic_6 | -0.6507120 | 1.1813384 | -0.5508261 | 0.5817562 |
| anger:im.loving | 38.9901743 | 70.8541490 | 0.5502878 | 0.5821253 |
| influencersNano:omg.yum | 0.1050247 | 0.1908838 | 0.5502022 | 0.5821840 |
| girl:Topic_8 | -0.0126063 | 0.0229656 | -0.5489203 | 0.5830634 |
| influencersMicro:anticipation | 0.1251284 | 0.2286486 | 0.5472518 | 0.5842090 |
| youre:Topic_8 | -0.0223273 | 0.0409471 | -0.5452724 | 0.5855694 |
| fear:wow | 0.2626709 | 0.4825595 | 0.5443287 | 0.5862186 |
| yum.yum:Topic_12 | 0.0842766 | 0.1552937 | 0.5426918 | 0.5873452 |
| girl:Topic_5 | 0.0135262 | 0.0249397 | 0.5423565 | 0.5875762 |
| sweet:Topic_9 | -0.0102997 | 0.0190394 | -0.5409658 | 0.5885344 |
| hashtag:wow.beautiful | 0.6048833 | 1.1182349 | 0.5409269 | 0.5885612 |
| hashtag:Topic_7 | 0.0134401 | 0.0248477 | 0.5408979 | 0.5885812 |
| xx:Topic_14 | 0.0094091 | 0.0173995 | 0.5407678 | 0.5886708 |
| time:Topic_4 | 0.0115016 | 0.0212719 | 0.5406955 | 0.5887207 |
| ave_sentiment:beautiful.gorgeous | -0.8822506 | 1.6357930 | -0.5393412 | 0.5896546 |
| influencersNano:super | 0.0083288 | 0.0154459 | 0.5392262 | 0.5897340 |
| handle:check | 0.0036809 | 0.0068264 | 0.5392161 | 0.5897409 |
| emoji:beautiful.gorgeous | -0.5771687 | 1.0707653 | -0.5390244 | 0.5898732 |
| emoji:amazing.omg | -0.2076653 | 0.3852661 | -0.5390177 | 0.5898778 |
| handle:xx | -0.0020371 | 0.0037820 | -0.5386157 | 0.5901553 |
| delicious:Topic_12 | -0.0084128 | 0.0156250 | -0.5384180 | 0.5902917 |
| anticipation | -0.2744246 | 0.5100174 | -0.5380690 | 0.5905326 |
| anger:Topic_4 | 0.8534053 | 1.5870474 | 0.5377314 | 0.5907657 |
| beautiful.pic:Topic_3 | 0.1216608 | 0.2264350 | 0.5372879 | 0.5910720 |
| anticipation:omg.love | -7.2320473 | 13.4922418 | -0.5360152 | 0.5919512 |
| fear:haha | -0.1815332 | 0.3388465 | -0.5357388 | 0.5921423 |
| happy:Topic_6 | 0.0186578 | 0.0349021 | 0.5345760 | 0.5929463 |
| feel:Topic_13 | 0.0101407 | 0.0189836 | 0.5341814 | 0.5932192 |
| surprise:Topic_9 | 0.3995582 | 0.7481716 | 0.5340462 | 0.5933127 |
| disgust:totally.agree | 1.3642044 | 2.5549634 | 0.5339429 | 0.5933842 |
| sounds.delicious:Topic_2 | -0.0516331 | 0.0967749 | -0.5335384 | 0.5936641 |
| handle:ice.cream | 0.0070930 | 0.0132975 | 0.5334099 | 0.5937530 |
| influencersMicro:wait | -0.0039096 | 0.0073313 | -0.5332684 | 0.5938509 |
| photo:Topic_12 | -0.0112823 | 0.0211670 | -0.5330133 | 0.5940275 |
| absolutely.amazing:Topic_2 | -0.0642344 | 0.1207269 | -0.5320634 | 0.5946852 |
| girl:Topic_11 | -0.0107197 | 0.0201491 | -0.5320187 | 0.5947162 |
| disgust:sweet | 0.1664638 | 0.3130006 | 0.5318323 | 0.5948453 |
| Post:yum | -0.0000015 | 0.0000028 | -0.5317362 | 0.5949119 |
| sounds.amazing:Topic_2 | -0.0401144 | 0.0754702 | -0.5315265 | 0.5950572 |
| anticipation:favorite | 0.1071888 | 0.2019774 | 0.5306970 | 0.5956319 |
| anticipation:photo | -0.0717564 | 0.1352817 | -0.5304222 | 0.5958224 |
| handle:wait | -0.0026961 | 0.0050837 | -0.5303530 | 0.5958704 |
| xx:Topic_2 | -0.0062034 | 0.0117251 | -0.5290693 | 0.5967605 |
| ave_sentiment:totally.agree | 0.0553581 | 0.1047316 | 0.5285711 | 0.5971061 |
| influencersMicro:yummy | -0.0078658 | 0.0148884 | -0.5283157 | 0.5972834 |
| awesome:Topic_7 | -0.0137982 | 0.0261409 | -0.5278388 | 0.5976143 |
| trust:amazing.omg | 7.4404071 | 14.1041195 | 0.5275343 | 0.5978257 |
| hashtag:nice.pic | -0.0203056 | 0.0385058 | -0.5273386 | 0.5979616 |
| fear:cute | -0.0837673 | 0.1589315 | -0.5270652 | 0.5981514 |
| anticipation:beautiful.photo | -0.4230105 | 0.8026848 | -0.5269946 | 0.5982005 |
| surprise:absolutely | -0.2607092 | 0.4952261 | -0.5264448 | 0.5985823 |
| handle:shot | -0.0031755 | 0.0060400 | -0.5257419 | 0.5990707 |
| disgust:pretty | 0.1427724 | 0.2716829 | 0.5255112 | 0.5992309 |
| words:girl | -0.0000093 | 0.0000178 | -0.5253105 | 0.5993704 |
| love:Topic_2 | -0.0035852 | 0.0068296 | -0.5249537 | 0.5996185 |
| disgust:fun | 0.1649245 | 0.3146463 | 0.5241584 | 0.6001715 |
| hashtag:wow | 0.0043816 | 0.0083673 | 0.5236607 | 0.6005176 |
| emoji:idea | 0.0029585 | 0.0056496 | 0.5236605 | 0.6005178 |
| post:Topic_1 | 0.0109552 | 0.0209210 | 0.5236482 | 0.6005263 |
| ave_sentiment:wait | 0.0081136 | 0.0155081 | 0.5231815 | 0.6008511 |
| life:Topic_6 | 0.0205763 | 0.0393494 | 0.5229126 | 0.6010382 |
| disgust:shot | 0.1588672 | 0.3043246 | 0.5220321 | 0.6016510 |
| super:Topic_7 | -0.0211963 | 0.0406382 | -0.5215859 | 0.6019618 |
| sadness:babe | 0.1585158 | 0.3040569 | 0.5213361 | 0.6021358 |
| super:Topic_14 | -0.0225732 | 0.0433976 | -0.5201486 | 0.6029631 |
| sounds.amazing:Topic_1 | -0.0465804 | 0.0895940 | -0.5199053 | 0.6031326 |
| surprise:idea | 0.0936814 | 0.1803439 | 0.5194595 | 0.6034434 |
| super.cute:Topic_1 | -0.0575292 | 0.1110306 | -0.5181387 | 0.6043646 |
| words:shot | -0.0000179 | 0.0000345 | -0.5178984 | 0.6045322 |
| Post:id.love | -0.0000221 | 0.0000427 | -0.5176040 | 0.6047377 |
| absolutely.delicious | 0.0619595 | 0.1197311 | 0.5174884 | 0.6048183 |
| Topic_2 | 0.0244379 | 0.0473004 | 0.5166519 | 0.6054022 |
| influencersMicro:ave_sentiment | -0.0112165 | 0.0217292 | -0.5161957 | 0.6057208 |
| trust:beautiful.wow | -8.2049513 | 15.8989008 | -0.5160703 | 0.6058083 |
| pretty:Topic_8 | -0.0098245 | 0.0190544 | -0.5156044 | 0.6061338 |
| cute:Topic_8 | 0.0063973 | 0.0124241 | 0.5149098 | 0.6066191 |
| surprise:wow.amazing | 18.4555627 | 35.8470897 | 0.5148413 | 0.6066669 |
| disgust:super.cute | 1.0886946 | 2.1205572 | 0.5134002 | 0.6076744 |
| emoji:wow.wow | 0.0328080 | 0.0640940 | 0.5118724 | 0.6087433 |
| anticipation:wow | 0.1138374 | 0.2224147 | 0.5118249 | 0.6087766 |
| influencersNano:hope.youre | -0.0427223 | 0.0837158 | -0.5103259 | 0.6098262 |
| influencersMicro:yum.yum | -0.0304890 | 0.0597704 | -0.5101019 | 0.6099831 |
| anticipation:Topic_1 | -0.3234772 | 0.6345552 | -0.5097699 | 0.6102156 |
| surprise:beautiful.wow | -7.9734296 | 15.6572092 | -0.5092497 | 0.6105802 |
| influencersMicro:Topic_1 | 0.0148198 | 0.0292192 | 0.5071929 | 0.6120225 |
| gorgeous.photo:Topic_5 | -0.1333634 | 0.2630390 | -0.5070101 | 0.6121507 |
| ave_sentiment:birthday | 0.0109256 | 0.0215667 | 0.5065971 | 0.6124405 |
| hope.youre:Topic_12 | -0.0838465 | 0.1661026 | -0.5047874 | 0.6137111 |
| influencersMicro:girl.love | 0.4655917 | 0.9250426 | 0.5033191 | 0.6147429 |
| lol:Topic_11 | -0.0150880 | 0.0299942 | -0.5030290 | 0.6149468 |
| joy:beautiful | -0.0165160 | 0.0328743 | -0.5023998 | 0.6153893 |
| absolutely.stunning:Topic_6 | -0.1079189 | 0.2151729 | -0.5015451 | 0.6159905 |
| trust:sounds | 0.1119970 | 0.2234199 | 0.5012848 | 0.6161736 |
| influencersNano:disgust | -0.2622468 | 0.5238129 | -0.5006498 | 0.6166206 |
| anticipation:pic | 0.0657006 | 0.1313286 | 0.5002768 | 0.6168831 |
| super.cute:Topic_11 | 0.0620535 | 0.1240612 | 0.5001845 | 0.6169481 |
| disgust:merry.christmas | -28.4372597 | 57.1106471 | -0.4979327 | 0.6185344 |
| joy:omg | -0.0672929 | 0.1351671 | -0.4978498 | 0.6185928 |
| hashtag:trust | 0.0801185 | 0.1612468 | 0.4968685 | 0.6192847 |
| beautiful.photo:Topic_10 | -0.0653381 | 0.1317030 | -0.4961019 | 0.6198254 |
| influencersNano:beautiful.photo | -0.0244982 | 0.0494212 | -0.4957024 | 0.6201073 |
| handle:amazing.omg | -0.2357341 | 0.4760798 | -0.4951567 | 0.6204924 |
| lol:Topic_1 | -0.0152041 | 0.0307258 | -0.4948333 | 0.6207207 |
| totally.agree:Topic_9 | 0.0657307 | 0.1328720 | 0.4946919 | 0.6208205 |
| trust:xx | 0.0484560 | 0.0980707 | 0.4940921 | 0.6212441 |
| happy.birthday:Topic_8 | 0.0799694 | 0.1619535 | 0.4937799 | 0.6214646 |
| handle:disgust | 0.1615505 | 0.3273972 | 0.4934390 | 0.6217053 |
| joy:love | -0.0124942 | 0.0253254 | -0.4933483 | 0.6217694 |
| handle:idea | -0.0025480 | 0.0051753 | -0.4923429 | 0.6224798 |
| anger:check | 0.2497319 | 0.5079935 | 0.4916045 | 0.6230018 |
| ave_sentiment | -0.0267094 | 0.0544052 | -0.4909341 | 0.6234760 |
| wow:Topic_9 | -0.0144193 | 0.0293969 | -0.4905044 | 0.6237799 |
| omg.yum:Topic_9 | -0.1644583 | 0.3366767 | -0.4884756 | 0.6252159 |
| life:Topic_11 | 0.0150766 | 0.0308707 | 0.4883792 | 0.6252842 |
| nice.pic:Topic_6 | -0.1033015 | 0.2116102 | -0.4881690 | 0.6254330 |
| anticipation:wait | -0.0507297 | 0.1040575 | -0.4875159 | 0.6258956 |
| words:omg.love | -0.0017628 | 0.0036182 | -0.4872194 | 0.6261057 |
| disgust:Topic_5 | 0.8638227 | 1.7740637 | 0.4869175 | 0.6263196 |
| sadness:sounds.amazing | 0.5561055 | 1.1426589 | 0.4866767 | 0.6264903 |
| id.love:Topic_5 | 0.3507248 | 0.7209365 | 0.4864850 | 0.6266261 |
| anger:beautiful.picture | 1.5263179 | 3.1385759 | 0.4863091 | 0.6267509 |
| trust:picture | -0.1159699 | 0.2385057 | -0.4862354 | 0.6268031 |
| handle:gorgeous | -0.0022015 | 0.0045373 | -0.4852018 | 0.6275360 |
| gorgeous.love:Topic_5 | 0.2705068 | 0.5584197 | 0.4844148 | 0.6280944 |
| hashtag:merry.christmas | 0.2777468 | 0.5743839 | 0.4835561 | 0.6287038 |
| anticipation:beautiful.picture | -0.6843411 | 1.4167132 | -0.4830485 | 0.6290641 |
| influencersMicro:hope.youre | -0.0325887 | 0.0675010 | -0.4827880 | 0.6292491 |
| emoji:pretty | 0.0019995 | 0.0041426 | 0.4826757 | 0.6293288 |
| cute.love:Topic_11 | -0.2491586 | 0.5174406 | -0.4815211 | 0.6301490 |
| wow.wow:Topic_7 | -0.1584984 | 0.3293077 | -0.4813078 | 0.6303006 |
| influencersMicro:absolutely.beautiful | 0.0220758 | 0.0458900 | 0.4810599 | 0.6304767 |
| yummy:Topic_8 | 0.0221646 | 0.0461107 | 0.4806823 | 0.6307451 |
| emoji:pic | 0.0024177 | 0.0050348 | 0.4801866 | 0.6310975 |
| babe | 0.0109964 | 0.0229317 | 0.4795289 | 0.6315652 |
| hashtag:post | -0.0023423 | 0.0048947 | -0.4785472 | 0.6322636 |
| beautiful.photo:Topic_8 | 0.0680880 | 0.1423366 | 0.4783590 | 0.6323975 |
| ave_sentiment:Topic_6 | 0.0387415 | 0.0811054 | 0.4776679 | 0.6328894 |
| omg.yum:Topic_13 | 0.1451701 | 0.3040749 | 0.4774157 | 0.6330689 |
| emoji:beautiful | -0.0015062 | 0.0031577 | -0.4769970 | 0.6333670 |
| words:wow.beautiful | -0.0046850 | 0.0098370 | -0.4762621 | 0.6338904 |
| handle:delicious.yum | 0.2955657 | 0.6209195 | 0.4760129 | 0.6340679 |
| influencersMicro:picture | -0.0049556 | 0.0104235 | -0.4754265 | 0.6344858 |
| id.love:Topic_13 | -0.1775730 | 0.3737578 | -0.4751017 | 0.6347173 |
| influencersMicro:Topic_2 | 0.0121955 | 0.0257064 | 0.4744150 | 0.6352067 |
| hashtag:anticipation | -0.0761398 | 0.1609109 | -0.4731803 | 0.6360873 |
| handle:beautiful.love | 0.0323555 | 0.0684303 | 0.4728240 | 0.6363415 |
| delicious.yum | -0.4039218 | 0.8542892 | -0.4728162 | 0.6363471 |
| love:Topic_3 | -0.0037238 | 0.0078868 | -0.4721646 | 0.6368120 |
| surprise:absolutely.stunning | 0.6768816 | 1.4362258 | 0.4712919 | 0.6374350 |
| yum:Topic_10 | -0.0140075 | 0.0297297 | -0.4711614 | 0.6375282 |
| words:youre | 0.0000118 | 0.0000252 | 0.4702935 | 0.6381481 |
| ave_sentiment:cute | 0.0035579 | 0.0075684 | 0.4700976 | 0.6382880 |
| handle:wow | -0.0037818 | 0.0080552 | -0.4694848 | 0.6387258 |
| happy.birthday | -0.0559527 | 0.1195534 | -0.4680143 | 0.6397771 |
| anger:adorable | -0.2481514 | 0.5310141 | -0.4673160 | 0.6402765 |
| cute.love:Topic_9 | -0.1649002 | 0.3532853 | -0.4667622 | 0.6406727 |
| anger:id.love | 4.1122911 | 8.8279038 | 0.4658287 | 0.6413408 |
| disgust:lol | 0.2148754 | 0.4613748 | 0.4657285 | 0.6414126 |
| emoji:fear | -0.1448030 | 0.3113631 | -0.4650615 | 0.6418901 |
| surprise:sounds | 0.1088040 | 0.2341310 | 0.4647139 | 0.6421390 |
| anticipation:id.love | 2.5820075 | 5.5627964 | 0.4641564 | 0.6425384 |
| cool:Topic_1 | 0.0107188 | 0.0230956 | 0.4641060 | 0.6425745 |
| love.love:Topic_11 | -0.0407111 | 0.0879517 | -0.4628809 | 0.6434525 |
| fear:im.obsessed | -53.1815774 | 114.9263081 | -0.4627450 | 0.6435498 |
| love.love:Topic_1 | -0.0346808 | 0.0750208 | -0.4622829 | 0.6438812 |
| trust:Topic_3 | -0.2905835 | 0.6298520 | -0.4613521 | 0.6445487 |
| time:Topic_13 | 0.0069127 | 0.0149935 | 0.4610454 | 0.6447687 |
| absolutely.beautiful:Topic_6 | -0.1137464 | 0.2469515 | -0.4606022 | 0.6450867 |
| anticipation:picture | 0.1048521 | 0.2278740 | 0.4601320 | 0.6454241 |
| absolutely:Topic_5 | 0.0333544 | 0.0725981 | 0.4594395 | 0.6459213 |
| ave_sentiment:beautiful.wow | 0.4272258 | 0.9317921 | 0.4584990 | 0.6465966 |
| hashtag:im.loving | 0.3827662 | 0.8352463 | 0.4582675 | 0.6467629 |
| gorgeous.love:Topic_1 | 0.1529021 | 0.3336929 | 0.4582119 | 0.6468028 |
| fear:xx | 0.1113294 | 0.2429889 | 0.4581669 | 0.6468352 |
| gorgeous.beautiful | 6.3832348 | 13.9332286 | 0.4581303 | 0.6468615 |
| idea:Topic_4 | 0.0127899 | 0.0279662 | 0.4573325 | 0.6474347 |
| words:im.obsessed | -0.0035525 | 0.0077717 | -0.4571140 | 0.6475918 |
| emoji:absolutely | -0.0067538 | 0.0147844 | -0.4568175 | 0.6478048 |
| beautiful:Topic_8 | -0.0066564 | 0.0146175 | -0.4553694 | 0.6488462 |
| joy:wow.amazing | -2.3674197 | 5.1991253 | -0.4553496 | 0.6488604 |
| gorgeous.shot:Topic_8 | 0.1016773 | 0.2233643 | 0.4552083 | 0.6489620 |
| gorgeous.shot:Topic_13 | 0.0689816 | 0.1516751 | 0.4547983 | 0.6492570 |
| cute.love:Topic_10 | -0.2919456 | 0.6425586 | -0.4543486 | 0.6495806 |
| anticipation:wow.amazing | -15.5094419 | 34.1902094 | -0.4536223 | 0.6501033 |
| absolutely.gorgeous:Topic_11 | 0.0637420 | 0.1406523 | 0.4531885 | 0.6504156 |
| anticipation:Topic_4 | 0.3883264 | 0.8576850 | 0.4527611 | 0.6507234 |
| influencersMicro:gorgeous.beautiful | -3.2101648 | 7.1002434 | -0.4521204 | 0.6511849 |
| picture:Topic_9 | 0.0146932 | 0.0325053 | 0.4520251 | 0.6512535 |
| cute.love:Topic_7 | -0.2915939 | 0.6456683 | -0.4516157 | 0.6515485 |
| words:surprise | -0.0010303 | 0.0022890 | -0.4501135 | 0.6526312 |
| hashtag:youre | 0.0036361 | 0.0080868 | 0.4496286 | 0.6529809 |
| emoji:love.love | -0.0094676 | 0.0210620 | -0.4495115 | 0.6530653 |
| sadness:cute | 0.0570689 | 0.1270240 | 0.4492765 | 0.6532348 |
| sadness:wow.wow | -1.3037851 | 2.9027632 | -0.4491531 | 0.6533238 |
| yum.yum:Topic_14 | 0.1001701 | 0.2233962 | 0.4483965 | 0.6538697 |
| disgust:ice.cream | 0.4361386 | 0.9731735 | 0.4481612 | 0.6540394 |
| check:Topic_6 | 0.0177367 | 0.0396028 | 0.4478641 | 0.6542539 |
| anticipation:haha | 0.0692690 | 0.1550296 | 0.4468111 | 0.6550140 |
| ave_sentiment:wow | -0.0106113 | 0.0237616 | -0.4465721 | 0.6551866 |
| haha:Topic_11 | -0.0109755 | 0.0246250 | -0.4457045 | 0.6558133 |
| sadness:happy.birthday | -0.7691184 | 1.7262461 | -0.4455439 | 0.6559293 |
| nice.pic:Topic_4 | -0.0955414 | 0.2153813 | -0.4435918 | 0.6573403 |
| ave_sentiment:gorgeous.photo | 0.0551858 | 0.1244144 | 0.4435650 | 0.6573597 |
| influencersMicro:gorgeous.love | 0.0390562 | 0.0880982 | 0.4433260 | 0.6575325 |
| joy:Topic_7 | 0.1831790 | 0.4132104 | 0.4433069 | 0.6575464 |
| ave_sentiment:gorgeous.beautiful | -12.9527066 | 29.2196145 | -0.4432881 | 0.6575599 |
| influencersMicro:super | -0.0057426 | 0.0129575 | -0.4431905 | 0.6576305 |
| words:life | -0.0000071 | 0.0000161 | -0.4429639 | 0.6577944 |
| omg.love:Topic_6 | 1.0560504 | 2.3945603 | 0.4410206 | 0.6592006 |
| trust:absolutely.beautiful | -0.4977806 | 1.1298606 | -0.4405681 | 0.6595282 |
| influencersMicro:perfect | 0.0029117 | 0.0066126 | 0.4403326 | 0.6596987 |
| happy.friday:Topic_4 | -0.7245762 | 1.6465499 | -0.4400572 | 0.6598982 |
| anger:gorgeous.beautiful | -51.4809373 | 117.0560172 | -0.4397974 | 0.6600864 |
| sounds.delicious:Topic_3 | -0.0444479 | 0.1013056 | -0.4387507 | 0.6608447 |
| life | -0.0110415 | 0.0251729 | -0.4386292 | 0.6609328 |
| sadness:life | 0.1708525 | 0.3905320 | 0.4374866 | 0.6617610 |
| hair:Topic_2 | -0.0053733 | 0.0122934 | -0.4370872 | 0.6620506 |
| im.obsessed:Topic_5 | 1.8150573 | 4.1535106 | 0.4369935 | 0.6621185 |
| influencersNano:gorgeous | 0.0032755 | 0.0075047 | 0.4364592 | 0.6625061 |
| Post:totally.agree | -0.0000046 | 0.0000105 | -0.4362831 | 0.6626339 |
| amazing.love:Topic_7 | -0.2029251 | 0.4657670 | -0.4356795 | 0.6630718 |
| influencersNano:beautiful.gorgeous | -0.9442638 | 2.1690276 | -0.4353397 | 0.6633184 |
| anticipation:cute | 0.0326962 | 0.0751106 | 0.4353067 | 0.6633423 |
| id.love:Topic_11 | -0.3071821 | 0.7061202 | -0.4350281 | 0.6635445 |
| amazing:Topic_3 | 0.0056289 | 0.0129398 | 0.4350075 | 0.6635595 |
| emoji:cute.love | 0.0645641 | 0.1489480 | 0.4334671 | 0.6646780 |
| anger:nice.pic | -0.8230977 | 1.9001235 | -0.4331811 | 0.6648857 |
| birthday:Topic_10 | -0.0121004 | 0.0279407 | -0.4330730 | 0.6649642 |
| wait:Topic_3 | 0.0091711 | 0.0211837 | 0.4329308 | 0.6650676 |
| time:Topic_9 | -0.0069059 | 0.0160324 | -0.4307451 | 0.6666562 |
| cute:Topic_3 | 0.0047307 | 0.0109835 | 0.4307089 | 0.6666825 |
| words:gorgeous.beautiful | -0.0212292 | 0.0494535 | -0.4292762 | 0.6677247 |
| sadness:ice.cream | -0.3653956 | 0.8538193 | -0.4279543 | 0.6686869 |
| joy:Topic_2 | -0.1399337 | 0.3272212 | -0.4276426 | 0.6689138 |
| disgust | -0.4227364 | 0.9896949 | -0.4271381 | 0.6692812 |
| disgust:gorgeous.beautiful | 308.5526733 | 723.0692896 | 0.4267263 | 0.6695812 |
| Post:wow.amazing | 0.0002242 | 0.0005273 | 0.4250918 | 0.6707722 |
| influencersMicro:amazing | 0.0018368 | 0.0043245 | 0.4247401 | 0.6710286 |
| anger:absolutely.love | 0.7499046 | 1.7660734 | 0.4246169 | 0.6711184 |
| words:super | -0.0000172 | 0.0000405 | -0.4238928 | 0.6716464 |
| handle:beautiful.wow | -0.4255851 | 1.0049995 | -0.4234680 | 0.6719563 |
| fear:delicious | 0.1129655 | 0.2670726 | 0.4229768 | 0.6723146 |
| gorgeous:Topic_14 | 0.0090090 | 0.0213349 | 0.4222682 | 0.6728317 |
| anger:merry.christmas | -52.7579879 | 125.1580875 | -0.4215308 | 0.6733699 |
| handle:totally.agree | -0.0135706 | 0.0321986 | -0.4214665 | 0.6734169 |
| surprise:Topic_3 | -0.3182223 | 0.7572605 | -0.4202283 | 0.6743211 |
| youre:Topic_14 | 0.0186081 | 0.0443069 | 0.4199827 | 0.6745005 |
| trust:nice.pic | 0.4735760 | 1.1278806 | 0.4198813 | 0.6745745 |
| Post:gorgeous.beautiful | 0.0003429 | 0.0008168 | 0.4197786 | 0.6746496 |
| surprise:cool | -0.0860500 | 0.2050457 | -0.4196625 | 0.6747344 |
| cool:Topic_10 | 0.0101477 | 0.0242228 | 0.4189334 | 0.6752672 |
| surprise:hope | 0.0880918 | 0.2104007 | 0.4186860 | 0.6754480 |
| sadness:Topic_1 | 0.4406516 | 1.0571959 | 0.4168117 | 0.6768185 |
| words:cute | -0.0000076 | 0.0000182 | -0.4160989 | 0.6773400 |
| cool:Topic_8 | -0.0121401 | 0.0293843 | -0.4131486 | 0.6795001 |
| trust:amazing | 0.0407194 | 0.0989171 | 0.4116518 | 0.6805970 |
| emoji:merry.christmas | -0.3859757 | 0.9382166 | -0.4113930 | 0.6807868 |
| cute.love:Topic_8 | 0.2255887 | 0.5484743 | 0.4113023 | 0.6808532 |
| fear:wow.love | 16.6683257 | 40.5373555 | 0.4111843 | 0.6809397 |
| handle:lovely | 0.0026430 | 0.0064297 | 0.4110623 | 0.6810292 |
| anticipation:gorgeous.beautiful | 25.8929242 | 62.9961255 | 0.4110241 | 0.6810572 |
| absolutely.delicious:Topic_11 | -0.0584368 | 0.1425956 | -0.4098078 | 0.6819493 |
| sadness:Topic_11 | 0.4740102 | 1.1572176 | 0.4096120 | 0.6820929 |
| sweet:Topic_1 | -0.0083916 | 0.0205087 | -0.4091728 | 0.6824152 |
| trust:pretty.love | 1.8990207 | 4.6415344 | 0.4091364 | 0.6824419 |
| handle:im.loving | 0.2821201 | 0.6914315 | 0.4080232 | 0.6832590 |
| influencersNano:beautiful.wow | -0.3772491 | 0.9251069 | -0.4077897 | 0.6834304 |
| joy:gorgeous.love | -0.2980820 | 0.7341575 | -0.4060192 | 0.6847308 |
| anticipation:cute.love | 1.5214001 | 3.7503241 | 0.4056716 | 0.6849862 |
| disgust:gorgeous.love | -2.0379126 | 5.0379696 | -0.4045107 | 0.6858395 |
| emoji:wow.amazing | 0.4440833 | 1.0984947 | 0.4042653 | 0.6860199 |
| hashtag:photo | -0.0019666 | 0.0048765 | -0.4032794 | 0.6867450 |
| anger:Topic_11 | 0.5576197 | 1.3839346 | 0.4029234 | 0.6870068 |
| awesome:Topic_6 | 0.0125846 | 0.0312627 | 0.4025445 | 0.6872856 |
| words:yum | -0.0000204 | 0.0000507 | -0.4025176 | 0.6873054 |
| influencersMicro:happy | 0.0032389 | 0.0080498 | 0.4023532 | 0.6874264 |
| emoji:gorgeous.beautiful | 1.3191641 | 3.2790053 | 0.4023062 | 0.6874610 |
| xx:Topic_12 | 0.0055086 | 0.0137313 | 0.4011683 | 0.6882985 |
| idea | 0.0078246 | 0.0196041 | 0.3991321 | 0.6897981 |
| joy:hope.youre | 0.3044322 | 0.7627991 | 0.3990988 | 0.6898227 |
| enjoy:Topic_3 | -0.0140709 | 0.0352798 | -0.3988372 | 0.6900155 |
| influencersNano:lovely | -0.0045462 | 0.0114019 | -0.3987229 | 0.6900997 |
| Post:day | 0.0000003 | 0.0000007 | 0.3986759 | 0.6901343 |
| girl.love:Topic_8 | -1.4188585 | 3.5604397 | -0.3985065 | 0.6902591 |
| omg.yum:Topic_7 | 0.1448809 | 0.3636497 | 0.3984077 | 0.6903319 |
| sadness:absolutely.gorgeous | -0.6317698 | 1.5925866 | -0.3966941 | 0.6915953 |
| time:Topic_7 | -0.0073117 | 0.0184579 | -0.3961272 | 0.6920134 |
| pretty:Topic_12 | 0.0062862 | 0.0158740 | 0.3960090 | 0.6921006 |
| xx:Topic_7 | -0.0059502 | 0.0150386 | -0.3956630 | 0.6923559 |
| amazing.love:Topic_2 | 0.1316716 | 0.3328558 | 0.3955816 | 0.6924160 |
| disgust:time | -0.1161328 | 0.2936973 | -0.3954166 | 0.6925377 |
| photo:Topic_1 | -0.0075518 | 0.0191453 | -0.3944476 | 0.6932528 |
| influencersNano:Topic_5 | 0.0195607 | 0.0496034 | 0.3943410 | 0.6933316 |
| sweet:Topic_8 | -0.0098045 | 0.0248865 | -0.3939691 | 0.6936061 |
| influencersMicro:omg.yum | 0.0612764 | 0.1557255 | 0.3934895 | 0.6939602 |
| words:happy.birthday | -0.0000781 | 0.0001989 | -0.3927678 | 0.6944932 |
| joy:super.cute | 0.1638705 | 0.4179819 | 0.3920515 | 0.6950224 |
| words:delicious.love | -0.0008087 | 0.0020639 | -0.3918236 | 0.6951908 |
| gorgeous.love | -0.1243864 | 0.3182475 | -0.3908480 | 0.6959118 |
| surprise:happy.birthday | 0.3622126 | 0.9278096 | 0.3903954 | 0.6962464 |
| stunning:Topic_2 | -0.0104080 | 0.0267328 | -0.3893332 | 0.6970319 |
| handle:Topic_13 | -0.0081445 | 0.0209197 | -0.3893231 | 0.6970394 |
| happy:Topic_10 | -0.0104787 | 0.0269418 | -0.3889398 | 0.6973229 |
| check:Topic_9 | 0.0107585 | 0.0276824 | 0.3886427 | 0.6975427 |
| disgust:yum.yum | -1.1201672 | 2.8838279 | -0.3884307 | 0.6976996 |
| influencersMicro:delicious.love | 0.1757193 | 0.4531019 | 0.3878141 | 0.6981558 |
| trust:hair | 0.0572500 | 0.1477017 | 0.3876056 | 0.6983101 |
| trust:amazing.love | -1.3251356 | 3.4193542 | -0.3875397 | 0.6983589 |
| absolutely.beautiful:Topic_2 | -0.0509886 | 0.1319436 | -0.3864423 | 0.6991714 |
| words:wow | -0.0000196 | 0.0000510 | -0.3847879 | 0.7003968 |
| Post:yum.yum | 0.0000072 | 0.0000188 | 0.3842288 | 0.7008110 |
| disgust:post | 0.1363269 | 0.3553341 | 0.3836585 | 0.7012338 |
| wow:Topic_2 | -0.0106201 | 0.0276973 | -0.3834356 | 0.7013990 |
| joy:pretty | 0.0198761 | 0.0518468 | 0.3833631 | 0.7014528 |
| emoji:youre | 0.0154708 | 0.0404254 | 0.3826998 | 0.7019445 |
| sadness:birthday | 0.1341517 | 0.3505438 | 0.3826958 | 0.7019475 |
| trust:Topic_7 | -0.2693605 | 0.7045807 | -0.3822990 | 0.7022418 |
| anticipation:sounds.amazing | -0.2309624 | 0.6045347 | -0.3820499 | 0.7024265 |
| trust:Topic_13 | -0.2274986 | 0.5956348 | -0.3819431 | 0.7025057 |
| surprise:girl.love | -2.7304211 | 7.1568066 | -0.3815139 | 0.7028241 |
| happy.friday:Topic_3 | 0.9356085 | 2.4547460 | 0.3811427 | 0.7030995 |
| totally.agree:Topic_2 | 0.0512816 | 0.1347161 | 0.3806639 | 0.7034548 |
| wow.love:Topic_9 | -0.2141227 | 0.5631830 | -0.3802009 | 0.7037985 |
| influencersNano:beautiful.pic | -0.0269660 | 0.0709712 | -0.3799566 | 0.7039798 |
| haha:Topic_7 | -0.0099364 | 0.0261724 | -0.3796517 | 0.7042061 |
| handle:gorgeous.beautiful | 0.3650432 | 0.9644822 | 0.3784862 | 0.7050716 |
| trust:absolutely.love | 0.3147426 | 0.8324269 | 0.3781024 | 0.7053567 |
| Topic_13 | -0.0194039 | 0.0513401 | -0.3779485 | 0.7054710 |
| pretty | -0.0056384 | 0.0149264 | -0.3777493 | 0.7056190 |
| handle:amazing | -0.0011973 | 0.0031726 | -0.3774015 | 0.7058774 |
| absolutely.beautiful:Topic_5 | -0.0888803 | 0.2357984 | -0.3769333 | 0.7062253 |
| omg.love:Topic_3 | -0.5430981 | 1.4412288 | -0.3768299 | 0.7063021 |
| hashtag:anger | -0.1201448 | 0.3194316 | -0.3761207 | 0.7068293 |
| fear:Topic_4 | -0.6138560 | 1.6340858 | -0.3756571 | 0.7071739 |
| anger:Topic_10 | -0.4935948 | 1.3153587 | -0.3752549 | 0.7074730 |
| Post:cute.love | -0.0000177 | 0.0000472 | -0.3752548 | 0.7074731 |
| sadness:day | 0.0391377 | 0.1044553 | 0.3746839 | 0.7078977 |
| anticipation:super | -0.0987650 | 0.2638165 | -0.3743702 | 0.7081311 |
| fear:sounds.amazing | -0.5794034 | 1.5479342 | -0.3743075 | 0.7081776 |
| disgust:sounds.delicious | -0.7286442 | 1.9495140 | -0.3737568 | 0.7085873 |
| disgust:Topic_10 | 0.5198454 | 1.3908854 | 0.3737514 | 0.7085914 |
| sadness:Topic_8 | 0.4788586 | 1.2905983 | 0.3710361 | 0.7106127 |
| anger:wow.amazing | 23.6878065 | 63.8866015 | 0.3707789 | 0.7108043 |
| hashtag:hair | 0.0013922 | 0.0037590 | 0.3703734 | 0.7111064 |
| picture:Topic_6 | 0.0164635 | 0.0444567 | 0.3703273 | 0.7111408 |
| handle:Topic_12 | 0.0086800 | 0.0234583 | 0.3700185 | 0.7113708 |
| sounds:Topic_14 | -0.0117725 | 0.0318361 | -0.3697851 | 0.7115447 |
| influencersMicro:totally.agree | -0.0191452 | 0.0520787 | -0.3676212 | 0.7131578 |
| Post:idea | -0.0000006 | 0.0000015 | -0.3670177 | 0.7136079 |
| anger:lol | 0.1674902 | 0.4568469 | 0.3666222 | 0.7139029 |
| words:wow.wow | -0.0001276 | 0.0003484 | -0.3662736 | 0.7141630 |
| disgust:wait | 0.1408524 | 0.3848600 | 0.3659836 | 0.7143794 |
| pretty.love:Topic_14 | -0.2599153 | 0.7110575 | -0.3655335 | 0.7147153 |
| hashtag:lovely | -0.0022302 | 0.0061170 | -0.3645956 | 0.7154154 |
| anger:amazing | -0.0755607 | 0.2073855 | -0.3643488 | 0.7155996 |
| absolutely.beautiful:Topic_10 | -0.0587638 | 0.1613216 | -0.3642648 | 0.7156623 |
| anger:Topic_13 | 0.4242625 | 1.1655293 | 0.3640084 | 0.7158538 |
| cute:Topic_7 | 0.0045475 | 0.0124952 | 0.3639412 | 0.7159040 |
| check:Topic_3 | -0.0109657 | 0.0301605 | -0.3635791 | 0.7161744 |
| favorite | -0.0093594 | 0.0257519 | -0.3634465 | 0.7162734 |
| hashtag:absolutely.gorgeous | 0.0126544 | 0.0349096 | 0.3624913 | 0.7169870 |
| joy:id.love | -0.7809910 | 2.1587586 | -0.3617778 | 0.7175201 |
| influencersMicro:post | 0.0021247 | 0.0058748 | 0.3616670 | 0.7176029 |
| absolutely.gorgeous:Topic_13 | -0.0449451 | 0.1245756 | -0.3607855 | 0.7182618 |
| influencersMicro:beautiful.gorgeous | -0.4310035 | 1.1959336 | -0.3603908 | 0.7185569 |
| yum:Topic_3 | 0.0100323 | 0.0278534 | 0.3601810 | 0.7187138 |
| fear:yum | 0.1651641 | 0.4591784 | 0.3596948 | 0.7190774 |
| handle:fear | 0.1117347 | 0.3112928 | 0.3589375 | 0.7196438 |
| cute.love:Topic_1 | -0.2184978 | 0.6123368 | -0.3568262 | 0.7212239 |
| delicious.love | -0.7613782 | 2.1375187 | -0.3561972 | 0.7216949 |
| joy:happy | -0.0337173 | 0.0948993 | -0.3552952 | 0.7223704 |
| surprise:Topic_4 | 0.3467217 | 0.9777035 | 0.3546287 | 0.7228698 |
| surprise:awesome | 0.0719168 | 0.2029463 | 0.3543635 | 0.7230685 |
| emoji:omg.yum | -0.0419147 | 0.1186189 | -0.3533561 | 0.7238235 |
| Post:im.loving | 0.0000358 | 0.0001014 | 0.3529179 | 0.7241520 |
| hashtag:wow.amazing | -0.8643271 | 2.4558016 | -0.3519531 | 0.7248754 |
| hope | -0.0092787 | 0.0264286 | -0.3510861 | 0.7255257 |
| beautiful.beautiful | 0.7543151 | 2.1509514 | 0.3506891 | 0.7258236 |
| anticipation:beautiful.beautiful | -12.9492326 | 36.9325039 | -0.3506189 | 0.7258763 |
| anger:love.love | 0.4557977 | 1.3001674 | 0.3505685 | 0.7259141 |
| influencersMicro:gorgeous.photo | -0.0247854 | 0.0708033 | -0.3500595 | 0.7262960 |
| omg.yum:Topic_4 | 0.2404490 | 0.6874619 | 0.3497635 | 0.7265182 |
| anger:Topic_12 | 0.4510979 | 1.2899093 | 0.3497129 | 0.7265561 |
| influencersMicro:cute.love | 0.0677435 | 0.1943455 | 0.3485727 | 0.7274121 |
| sadness:Topic_4 | -0.4920123 | 1.4121163 | -0.3484219 | 0.7275253 |
| Post:sadness | 0.0000340 | 0.0000977 | 0.3479571 | 0.7278743 |
| words:Topic_14 | 0.0000863 | 0.0002490 | 0.3467223 | 0.7288019 |
| nice.pic:Topic_8 | -0.0573895 | 0.1659626 | -0.3457976 | 0.7294968 |
| surprise:yummy | 0.1168856 | 0.3383556 | 0.3454521 | 0.7297564 |
| disgust:girl | -0.0932956 | 0.2704960 | -0.3449055 | 0.7301673 |
| babe:Topic_7 | 0.0103186 | 0.0299641 | 0.3443639 | 0.7305746 |
| fear:merry.christmas | 47.4579811 | 138.0181070 | 0.3438533 | 0.7309585 |
| emoji:amazing.love | 0.0280819 | 0.0817539 | 0.3434928 | 0.7312297 |
| wow:Topic_14 | 0.0122982 | 0.0358110 | 0.3434183 | 0.7312857 |
| cute:Topic_2 | 0.0032493 | 0.0095536 | 0.3401101 | 0.7337755 |
| absolutely.gorgeous:Topic_1 | 0.0447231 | 0.1315366 | 0.3400046 | 0.7338549 |
| surprise:food | 0.0736141 | 0.2166393 | 0.3398005 | 0.7340087 |
| gorgeous.photo:Topic_9 | 0.0566348 | 0.1671967 | 0.3387317 | 0.7348138 |
| favorite:Topic_14 | -0.0113229 | 0.0334389 | -0.3386129 | 0.7349033 |
| disgust:absolutely.gorgeous | -0.6504782 | 1.9258445 | -0.3377626 | 0.7355440 |
| fear:id.love | -1.6251716 | 4.8116150 | -0.3377601 | 0.7355459 |
| beautiful.picture:Topic_3 | -0.0869743 | 0.2577793 | -0.3373984 | 0.7358185 |
| trust:id.love | 1.3640137 | 4.0684712 | 0.3352644 | 0.7374275 |
| emoji:absolutely.stunning | 0.0137995 | 0.0413453 | 0.3337613 | 0.7385616 |
| anticipation:amazing.love | -0.8769648 | 2.6302175 | -0.3334191 | 0.7388198 |
| Post:xx | 0.0000003 | 0.0000009 | 0.3329067 | 0.7392066 |
| beautiful.photo:Topic_14 | 0.0497080 | 0.1495968 | 0.3322795 | 0.7396801 |
| joy:awesome | -0.0305678 | 0.0920562 | -0.3320560 | 0.7398488 |
| im.obsessed:Topic_6 | 0.8907704 | 2.6832815 | 0.3319705 | 0.7399134 |
| sweet:Topic_10 | -0.0071701 | 0.0216024 | -0.3319131 | 0.7399567 |
| sadness:wow.amazing | -31.7659134 | 96.0377745 | -0.3307648 | 0.7408240 |
| hashtag:fun | 0.0014529 | 0.0043975 | 0.3303829 | 0.7411125 |
| influencersMicro:absolutely.delicious | -0.0164344 | 0.0499441 | -0.3290562 | 0.7421150 |
| sadness:lol | -0.1308478 | 0.3976933 | -0.3290167 | 0.7421449 |
| yummy:Topic_9 | 0.0123594 | 0.0375843 | 0.3288446 | 0.7422750 |
| anger:absolutely.delicious | 0.8002940 | 2.4429986 | 0.3275868 | 0.7432260 |
| joy | -0.0954446 | 0.2913774 | -0.3275635 | 0.7432436 |
| hashtag:gorgeous.beautiful | 0.6621893 | 2.0224055 | 0.3274266 | 0.7433471 |
| trust:post | -0.0525532 | 0.1605871 | -0.3272567 | 0.7434756 |
| anticipation:awesome | 0.0533838 | 0.1634283 | 0.3266494 | 0.7439349 |
| happy.friday:Topic_5 | 1.2118511 | 3.7128245 | 0.3263960 | 0.7441266 |
| cool:Topic_14 | 0.0091069 | 0.0279308 | 0.3260525 | 0.7443864 |
| words:cool | 0.0000109 | 0.0000336 | 0.3238984 | 0.7460168 |
| anger | -0.3161490 | 0.9812967 | -0.3221747 | 0.7473221 |
| gorgeous.shot:Topic_10 | 0.0649019 | 0.2017028 | 0.3217700 | 0.7476287 |
| yum.yum:Topic_3 | -0.0524973 | 0.1633807 | -0.3213187 | 0.7479707 |
| sadness:Topic_3 | 0.3310211 | 1.0313130 | 0.3209705 | 0.7482345 |
| surprise:beautiful.beautiful | 11.2808800 | 35.1712317 | 0.3207417 | 0.7484079 |
| anger:girl | 0.0763647 | 0.2382166 | 0.3205684 | 0.7485392 |
| sadness:beautiful.wow | -10.6596984 | 33.2715377 | -0.3203849 | 0.7486784 |
| hashtag:beautiful.wow | -0.1508966 | 0.4714281 | -0.3200841 | 0.7489063 |
| trust:Topic_12 | 0.2100318 | 0.6565137 | 0.3199199 | 0.7490309 |
| happy.friday:Topic_10 | -0.5943165 | 1.8587530 | -0.3197394 | 0.7491677 |
| birthday:Topic_3 | 0.0079531 | 0.0248864 | 0.3195777 | 0.7492903 |
| sadness:hope | 0.1143907 | 0.3579670 | 0.3195565 | 0.7493063 |
| fear:birthday | -0.1458001 | 0.4571046 | -0.3189644 | 0.7497553 |
| happy:Topic_11 | -0.0086592 | 0.0271697 | -0.3187060 | 0.7499512 |
| sweet:Topic_12 | -0.0068236 | 0.0214163 | -0.3186152 | 0.7500201 |
| hashtag:delicious.love | -0.1311784 | 0.4126255 | -0.3179114 | 0.7505539 |
| emoji:wow | -0.0026135 | 0.0082300 | -0.3175555 | 0.7508239 |
| anticipation:lovely | 0.0509874 | 0.1606624 | 0.3173576 | 0.7509740 |
| anticipation:beautiful | -0.0241733 | 0.0762496 | -0.3170284 | 0.7512239 |
| love:Topic_5 | 0.0033860 | 0.0106928 | 0.3166667 | 0.7514983 |
| ave_sentiment:Topic_8 | 0.0233332 | 0.0738914 | 0.3157764 | 0.7521740 |
| ave_sentiment:wow.wow | -0.0602671 | 0.1910684 | -0.3154217 | 0.7524433 |
| fear:post | 0.1105434 | 0.3506154 | 0.3152839 | 0.7525478 |
| delicious:Topic_10 | 0.0052376 | 0.0166336 | 0.3148789 | 0.7528553 |
| cute.love:Topic_14 | -0.2817253 | 0.8974255 | -0.3139262 | 0.7535789 |
| girl:Topic_3 | 0.0057980 | 0.0185526 | 0.3125154 | 0.7546506 |
| emoji:beautiful.beautiful | -1.8106350 | 5.7956690 | -0.3124117 | 0.7547294 |
| influencersNano:im.obsessed | -0.5083469 | 1.6304416 | -0.3117848 | 0.7552058 |
| hashtag:absolutely.beautiful | 0.0131014 | 0.0420280 | 0.3117315 | 0.7552463 |
| hope.youre:Topic_13 | 0.0547808 | 0.1759572 | 0.3113305 | 0.7555511 |
| words:cute.love | -0.0005156 | 0.0016583 | -0.3109024 | 0.7558765 |
| omg.love:Topic_4 | 0.3308582 | 1.0656166 | 0.3104852 | 0.7561937 |
| hashtag:awesome | 0.0017954 | 0.0058306 | 0.3079196 | 0.7581453 |
| surprise:hope.youre | -0.4666233 | 1.5161618 | -0.3077662 | 0.7582620 |
| sadness:gorgeous.love | 0.9675022 | 3.1444200 | 0.3076886 | 0.7583210 |
| Post:Topic_6 | -0.0000032 | 0.0000105 | -0.3068355 | 0.7589703 |
| surprise:omg.yum | -1.4316900 | 4.6986792 | -0.3047005 | 0.7605960 |
| amazing.love:Topic_10 | -0.1185252 | 0.3895241 | -0.3042821 | 0.7609147 |
| emoji:Topic_8 | -0.0084136 | 0.0276773 | -0.3039903 | 0.7611369 |
| handle:im.obsessed | 0.2604717 | 0.8574222 | 0.3037846 | 0.7612937 |
| anger:happy.birthday | 0.8488560 | 2.8016929 | 0.3029797 | 0.7619070 |
| hope.youre:Topic_14 | -0.0602507 | 0.1992985 | -0.3023136 | 0.7624147 |
| influencersNano:wow.amazing | -0.2163900 | 0.7158691 | -0.3022759 | 0.7624434 |
| gorgeous.love:Topic_8 | -0.1101708 | 0.3645873 | -0.3021795 | 0.7625169 |
| anticipation:happy.friday | 4.2411666 | 14.0415687 | 0.3020436 | 0.7626205 |
| fear:omg | -0.1623638 | 0.5377215 | -0.3019478 | 0.7626936 |
| Post:picture | -0.0000009 | 0.0000030 | -0.3014305 | 0.7630879 |
| anger:photo | -0.0930115 | 0.3090794 | -0.3009308 | 0.7634689 |
| words:beautiful.pic | -0.0000861 | 0.0002861 | -0.3008165 | 0.7635561 |
| hashtag:beautiful.pic | -0.0142311 | 0.0473280 | -0.3006903 | 0.7636524 |
| ice.cream | -0.0151284 | 0.0503699 | -0.3003459 | 0.7639150 |
| emoji:yummy | -0.0030010 | 0.0100018 | -0.3000502 | 0.7641405 |
| disgust:wow.amazing | 18.0402900 | 60.1446243 | 0.2999485 | 0.7642181 |
| hashtag:adorable | 0.0024685 | 0.0082319 | 0.2998765 | 0.7642730 |
| sadness:beautiful.beautiful | -51.7098037 | 172.6932188 | -0.2994316 | 0.7646124 |
| influencersMicro:trust | -0.0672817 | 0.2248003 | -0.2992956 | 0.7647162 |
| gorgeous:Topic_10 | 0.0060370 | 0.0201877 | 0.2990421 | 0.7649096 |
| hashtag:fear | 0.0929279 | 0.3109310 | 0.2988699 | 0.7650410 |
| emoji:nice | -0.0018444 | 0.0061742 | -0.2987322 | 0.7651460 |
| fear:check | 0.1504637 | 0.5041373 | 0.2984578 | 0.7653554 |
| haha:Topic_12 | 0.0067909 | 0.0228324 | 0.2974233 | 0.7661450 |
| haha:Topic_14 | 0.0089732 | 0.0301850 | 0.2972749 | 0.7662583 |
| Post:babe | 0.0000009 | 0.0000030 | 0.2961569 | 0.7671119 |
| beautiful.gorgeous | 0.4256807 | 1.4410046 | 0.2954055 | 0.7676858 |
| ave_sentiment:post | -0.0044608 | 0.0151585 | -0.2942744 | 0.7685499 |
| handle:Topic_1 | -0.0066823 | 0.0227496 | -0.2937334 | 0.7689632 |
| fear:beautiful.gorgeous | -5.5068216 | 18.7535639 | -0.2936413 | 0.7690336 |
| handle:omg | -0.0031198 | 0.0106279 | -0.2935524 | 0.7691016 |
| pretty.love:Topic_9 | 0.1903643 | 0.6484906 | 0.2935499 | 0.7691035 |
| stunning.love:Topic_6 | -0.3366146 | 1.1485293 | -0.2930831 | 0.7694602 |
| life:Topic_8 | 0.0099172 | 0.0338586 | 0.2929020 | 0.7695987 |
| wait:Topic_8 | 0.0076032 | 0.0260384 | 0.2919993 | 0.7702887 |
| influencersMicro:beautiful.beautiful | -1.4097672 | 4.8283124 | -0.2919793 | 0.7703041 |
| anger:hope.youre | 0.9960867 | 3.4154700 | 0.2916397 | 0.7705637 |
| influencersMicro:super.cute | 0.0121899 | 0.0418317 | 0.2914040 | 0.7707440 |
| joy:life | 0.0352959 | 0.1212781 | 0.2910330 | 0.7710277 |
| wow:Topic_6 | 0.0124338 | 0.0427381 | 0.2909297 | 0.7711067 |
| food:Topic_1 | 0.0066332 | 0.0228095 | 0.2908077 | 0.7712000 |
| joy:beautiful.beautiful | 8.9284473 | 30.7255786 | 0.2905868 | 0.7713690 |
| idea:Topic_2 | 0.0054587 | 0.0187924 | 0.2904725 | 0.7714564 |
| hair:Topic_6 | 0.0052042 | 0.0179282 | 0.2902825 | 0.7716017 |
| anticipation:stunning.love | -23.7631726 | 82.2077347 | -0.2890625 | 0.7725352 |
| joy:Topic_1 | 0.1101580 | 0.3812106 | 0.2889689 | 0.7726068 |
| hashtag:amazing.omg | -0.1803236 | 0.6250544 | -0.2884926 | 0.7729713 |
| disgust:stunning.love | -24.5603560 | 85.4164163 | -0.2875367 | 0.7737030 |
| anger:sweet | 0.1007830 | 0.3508419 | 0.2872604 | 0.7739145 |
| perfect:Topic_8 | -0.0064215 | 0.0224431 | -0.2861211 | 0.7747870 |
| time:Topic_2 | 0.0041101 | 0.0143724 | 0.2859725 | 0.7749008 |
| ave_sentiment:gorgeous.shot | 0.0419763 | 0.1472994 | 0.2849727 | 0.7756666 |
| adorable:Topic_13 | -0.0082573 | 0.0290979 | -0.2837763 | 0.7765834 |
| fear:Topic_1 | -0.3488564 | 1.2312184 | -0.2833425 | 0.7769159 |
| Post:favorite | -0.0000007 | 0.0000026 | -0.2823629 | 0.7776668 |
| influencersMicro:im.obsessed | -0.6048250 | 2.1479601 | -0.2815811 | 0.7782663 |
| fear:beautiful.beautiful | 83.4894573 | 296.7244507 | 0.2813703 | 0.7784279 |
| im.obsessed:Topic_2 | -0.6227321 | 2.2141265 | -0.2812541 | 0.7785171 |
| disgust:stunning | 0.1339316 | 0.4767914 | 0.2809018 | 0.7787872 |
| emoji:yum.yum | 0.0120836 | 0.0430641 | 0.2805971 | 0.7790210 |
| disgust:beautiful.wow | -8.2194357 | 29.4401806 | -0.2791911 | 0.7800997 |
| joy:absolutely.gorgeous | 0.1294355 | 0.4650853 | 0.2783050 | 0.7807798 |
| surprise:stunning | -0.0707758 | 0.2544199 | -0.2781848 | 0.7808720 |
| disgust:nice.shot | 0.7866648 | 2.8307043 | 0.2779043 | 0.7810874 |
| anger:im.obsessed | 19.8347327 | 71.4839780 | 0.2774710 | 0.7814200 |
| anger:gorgeous.shot | 0.7866229 | 2.8393223 | 0.2770460 | 0.7817463 |
| im.obsessed | 1.3764806 | 4.9709026 | 0.2769076 | 0.7818526 |
| ave_sentiment:gorgeous.love | -0.0701449 | 0.2534965 | -0.2767094 | 0.7820048 |
| emoji:cute | 0.0008035 | 0.0029040 | 0.2766756 | 0.7820307 |
| disgust:im.obsessed | 11.2407896 | 40.6489857 | 0.2765331 | 0.7821402 |
| Topic_3 | -0.0150138 | 0.0544309 | -0.2758314 | 0.7826791 |
| hashtag:wow.wow | -0.0207810 | 0.0755094 | -0.2752104 | 0.7831561 |
| absolutely.amazing:Topic_6 | -0.0537438 | 0.1955364 | -0.2748529 | 0.7834308 |
| handle:happy.friday | -0.0829383 | 0.3018592 | -0.2747583 | 0.7835034 |
| influencersMicro:nice | 0.0021770 | 0.0079276 | 0.2746116 | 0.7836162 |
| disgust:cool | 0.1047703 | 0.3833680 | 0.2732891 | 0.7846325 |
| fear:beautiful.pic | -0.7153197 | 2.6210049 | -0.2729181 | 0.7849177 |
| handle:nice.shot | 0.0128306 | 0.0470338 | 0.2727944 | 0.7850127 |
| joy:gorgeous.photo | 0.1554127 | 0.5711910 | 0.2720853 | 0.7855579 |
| influencersMicro:omg.love | 0.2133524 | 0.7871472 | 0.2710452 | 0.7863578 |
| omg.love:Topic_8 | 0.5133662 | 1.8951307 | 0.2708870 | 0.7864794 |
| joy:cute.love | 0.5384836 | 1.9916372 | 0.2703723 | 0.7868753 |
| ave_sentiment:Topic_14 | 0.0225643 | 0.0834832 | 0.2702858 | 0.7869419 |
| joy:sounds | -0.0352995 | 0.1311076 | -0.2692409 | 0.7877458 |
| hashtag:cute | 0.0007385 | 0.0027452 | 0.2690060 | 0.7879266 |
| yummy:Topic_4 | 0.0142143 | 0.0530784 | 0.2677981 | 0.7888562 |
| gorgeous.shot:Topic_4 | 0.0537083 | 0.2007401 | 0.2675513 | 0.7890462 |
| amazing.love:Topic_12 | -0.0969124 | 0.3627258 | -0.2671782 | 0.7893334 |
| love.love:Topic_7 | -0.0231971 | 0.0868303 | -0.2671543 | 0.7893518 |
| hashtag:absolutely.stunning | 0.0102909 | 0.0386682 | 0.2661326 | 0.7901386 |
| anger:absolutely.beautiful | 0.6142554 | 2.3084190 | 0.2660936 | 0.7901686 |
| anger:beautiful.beautiful | -13.5094457 | 50.7778040 | -0.2660502 | 0.7902020 |
| sadness:amazing.love | 1.4658404 | 5.5159674 | 0.2657449 | 0.7904371 |
| trust:pic | -0.0372763 | 0.1403015 | -0.2656870 | 0.7904817 |
| shot:Topic_1 | -0.0069869 | 0.0263173 | -0.2654885 | 0.7906346 |
| stunning:Topic_9 | -0.0078398 | 0.0295480 | -0.2653254 | 0.7907603 |
| nice.pic:Topic_5 | -0.0532468 | 0.2008503 | -0.2651069 | 0.7909285 |
| delicious:Topic_9 | -0.0038160 | 0.0143973 | -0.2650489 | 0.7909732 |
| ice.cream:Topic_9 | -0.0129283 | 0.0489222 | -0.2642630 | 0.7915787 |
| time:Topic_11 | 0.0047470 | 0.0179720 | 0.2641348 | 0.7916775 |
| lovely:Topic_1 | 0.0061490 | 0.0232926 | 0.2639902 | 0.7917889 |
| joy:Topic_8 | 0.1154133 | 0.4374978 | 0.2638031 | 0.7919331 |
| words:absolutely.delicious | 0.0000625 | 0.0002378 | 0.2626964 | 0.7927861 |
| surprise:im.obsessed | -15.2741404 | 58.1950869 | -0.2624644 | 0.7929648 |
| hashtag:Topic_4 | -0.0076401 | 0.0291119 | -0.2624386 | 0.7929848 |
| ice.cream:Topic_3 | 0.0144387 | 0.0550537 | 0.2622650 | 0.7931186 |
| absolutely.gorgeous:Topic_2 | -0.0298255 | 0.1137971 | -0.2620937 | 0.7932506 |
| adorable:Topic_9 | 0.0079351 | 0.0304413 | 0.2606684 | 0.7943497 |
| ave_sentiment:amazing.love | 0.0807214 | 0.3103263 | 0.2601177 | 0.7947744 |
| love.love:Topic_13 | -0.0190119 | 0.0735343 | -0.2585446 | 0.7959880 |
| cute.love:Topic_4 | 0.2277413 | 0.8814795 | 0.2583625 | 0.7961286 |
| (Intercept) | -0.0103329 | 0.0400011 | -0.2583161 | 0.7961644 |
| gorgeous.love:Topic_13 | -0.0788198 | 0.3051657 | -0.2582851 | 0.7961883 |
| anger:wow | 0.1225012 | 0.4755313 | 0.2576091 | 0.7967100 |
| hashtag:beautiful.gorgeous | 0.2000813 | 0.7767868 | 0.2575756 | 0.7967359 |
| lovely:Topic_2 | 0.0054355 | 0.0211067 | 0.2575271 | 0.7967733 |
| joy:beautiful.gorgeous | 1.6609501 | 6.4660288 | 0.2568733 | 0.7972780 |
| handle:beautiful.beautiful | 0.3898975 | 1.5259324 | 0.2555143 | 0.7983273 |
| handle:love.love | 0.0050518 | 0.0197815 | 0.2553793 | 0.7984315 |
| beautiful.photo:Topic_1 | 0.0285834 | 0.1121788 | 0.2548025 | 0.7988770 |
| words:yummy | 0.0000177 | 0.0000695 | 0.2547170 | 0.7989431 |
| happy:Topic_14 | -0.0072710 | 0.0285795 | -0.2544124 | 0.7991784 |
| totally.agree:Topic_11 | -0.0381715 | 0.1500474 | -0.2543961 | 0.7991910 |
| sadness:happy | -0.0806209 | 0.3172719 | -0.2541065 | 0.7994146 |
| fun:Topic_11 | -0.0045988 | 0.0181667 | -0.2531423 | 0.8001597 |
| words:yum.yum | -0.0000844 | 0.0003334 | -0.2530543 | 0.8002277 |
| lol:Topic_6 | -0.0100932 | 0.0399530 | -0.2526280 | 0.8005571 |
| words:hope.youre | 0.0000551 | 0.0002186 | 0.2520037 | 0.8010396 |
| anticipation:Topic_7 | -0.1775124 | 0.7050968 | -0.2517560 | 0.8012310 |
| influencersNano:Topic_9 | -0.0089854 | 0.0357359 | -0.2514389 | 0.8014762 |
| ave_sentiment:gorgeous | 0.0030565 | 0.0121833 | 0.2508757 | 0.8019116 |
| influencersMicro:absolutely.love | -0.0087025 | 0.0347901 | -0.2501425 | 0.8024785 |
| trust:beautiful | 0.0206393 | 0.0825569 | 0.2500006 | 0.8025883 |
| happy | -0.0058552 | 0.0234730 | -0.2494430 | 0.8030195 |
| influencersMicro:pic | 0.0015739 | 0.0063209 | 0.2489930 | 0.8033676 |
| hashtag:id.love | 0.0344192 | 0.1386694 | 0.2482102 | 0.8039731 |
| influencersMicro:Topic_8 | -0.0088648 | 0.0357360 | -0.2480634 | 0.8040867 |
| delicious:Topic_3 | 0.0037623 | 0.0152596 | 0.2465534 | 0.8052552 |
| Post:pretty.love | 0.0000236 | 0.0000957 | 0.2464391 | 0.8053437 |
| sadness:check | 0.0960852 | 0.3901637 | 0.2462690 | 0.8054754 |
| awesome:Topic_12 | -0.0060037 | 0.0244002 | -0.2460509 | 0.8056442 |
| nice.pic:Topic_10 | -0.0382062 | 0.1553527 | -0.2459318 | 0.8057363 |
| lovely:Topic_12 | 0.0062228 | 0.0253981 | 0.2450090 | 0.8064508 |
| anticipation:nice.pic | 0.2605967 | 1.0703618 | 0.2434660 | 0.8076457 |
| emoji:totally.agree | 0.0111057 | 0.0456394 | 0.2433356 | 0.8077467 |
| Post:happy | -0.0000006 | 0.0000024 | -0.2431575 | 0.8078847 |
| hashtag:time | 0.0009159 | 0.0037904 | 0.2416420 | 0.8090589 |
| absolutely.gorgeous | -0.0292588 | 0.1210846 | -0.2416392 | 0.8090611 |
| words:beautiful.love | -0.0001002 | 0.0004154 | -0.2411545 | 0.8094367 |
| nice.shot:Topic_9 | 0.0478578 | 0.1987527 | 0.2407906 | 0.8097188 |
| influencersMicro:Topic_9 | -0.0069330 | 0.0288051 | -0.2406847 | 0.8098008 |
| amazing.love | 0.0869511 | 0.3623093 | 0.2399914 | 0.8103382 |
| sweet:Topic_4 | -0.0060687 | 0.0253512 | -0.2393851 | 0.8108083 |
| life:Topic_10 | 0.0069755 | 0.0292687 | 0.2383246 | 0.8116306 |
| handle:gorgeous.shot | -0.0101240 | 0.0425067 | -0.2381739 | 0.8117475 |
| trust:enjoy | 0.0565201 | 0.2377005 | 0.2377787 | 0.8120540 |
| anticipation:beautiful.love | -0.5152428 | 2.1765317 | -0.2367265 | 0.8128703 |
| influencersMicro:nice.pic | 0.0100238 | 0.0424196 | 0.2363016 | 0.8131999 |
| hashtag:picture | -0.0019381 | 0.0082258 | -0.2356079 | 0.8137383 |
| words:beautiful.gorgeous | 0.0015603 | 0.0066385 | 0.2350333 | 0.8141842 |
| hashtag:absolutely.love | -0.0062939 | 0.0270373 | -0.2327866 | 0.8159284 |
| trust:beautiful.photo | 0.2127736 | 0.9145911 | 0.2326434 | 0.8160396 |
| sadness:Topic_12 | -0.2563283 | 1.1030879 | -0.2323734 | 0.8162492 |
| ave_sentiment:cute.love | 0.1153365 | 0.4963779 | 0.2323562 | 0.8162626 |
| absolutely.gorgeous:Topic_9 | -0.0288093 | 0.1245225 | -0.2313578 | 0.8170381 |
| cute.love | 0.1605231 | 0.6944515 | 0.2311510 | 0.8171988 |
| joy:hope | -0.0267195 | 0.1158583 | -0.2306226 | 0.8176093 |
| influencersNano:cute.love | -0.0519168 | 0.2259346 | -0.2297870 | 0.8182585 |
| photo:Topic_7 | -0.0050165 | 0.0219794 | -0.2282366 | 0.8194636 |
| anger:beautiful.gorgeous | -2.3215151 | 10.1739053 | -0.2281833 | 0.8195050 |
| trust:girl | -0.0302865 | 0.1329372 | -0.2278253 | 0.8197833 |
| ave_sentiment:picture | 0.0054277 | 0.0238946 | 0.2271501 | 0.8203083 |
| Post:wow | -0.0000007 | 0.0000033 | -0.2269559 | 0.8204593 |
| happy.friday:Topic_6 | 1.2849619 | 5.6634016 | 0.2268887 | 0.8205115 |
| Post:wow.wow | -0.0000056 | 0.0000246 | -0.2267456 | 0.8206228 |
| girl.love:Topic_5 | 0.8596276 | 3.8027237 | 0.2260558 | 0.8211593 |
| food:Topic_14 | -0.0056991 | 0.0252464 | -0.2257387 | 0.8214059 |
| words:haha | -0.0000051 | 0.0000227 | -0.2255323 | 0.8215664 |
| hope.youre:Topic_2 | 0.0334912 | 0.1490636 | 0.2246772 | 0.8222316 |
| amazing.omg:Topic_2 | -0.2189515 | 0.9759770 | -0.2243408 | 0.8224933 |
| influencersNano:absolutely | 0.0049825 | 0.0222342 | 0.2240900 | 0.8226885 |
| words:gorgeous.shot | -0.0000764 | 0.0003430 | -0.2228543 | 0.8236501 |
| words:enjoy | 0.0000053 | 0.0000238 | 0.2217732 | 0.8244917 |
| emoji:Topic_13 | -0.0047144 | 0.0213376 | -0.2209441 | 0.8251372 |
| fear:hope | 0.1025443 | 0.4643689 | 0.2208251 | 0.8252298 |
| anticipation:shot | -0.0344653 | 0.1564399 | -0.2203099 | 0.8256310 |
| influencersMicro:im.loving | 0.1148301 | 0.5212677 | 0.2202900 | 0.8256465 |
| sadness:Topic_9 | 0.2357587 | 1.0708078 | 0.2201691 | 0.8257407 |
| surprise:Topic_5 | 0.2241313 | 1.0187353 | 0.2200094 | 0.8258651 |
| hashtag:xx | -0.0007490 | 0.0034129 | -0.2194624 | 0.8262910 |
| disgust:absolutely.love | -0.3824816 | 1.7524668 | -0.2182532 | 0.8272330 |
| gorgeous:Topic_2 | 0.0033699 | 0.0154750 | 0.2177654 | 0.8276131 |
| emoji:enjoy | -0.0020961 | 0.0096334 | -0.2175844 | 0.8277541 |
| anticipation:Topic_10 | -0.1536334 | 0.7076869 | -0.2170924 | 0.8281375 |
| perfect | 0.0037771 | 0.0174101 | 0.2169482 | 0.8282499 |
| pretty:Topic_4 | -0.0042552 | 0.0196168 | -0.2169149 | 0.8282758 |
| cute:Topic_6 | -0.0031687 | 0.0146151 | -0.2168081 | 0.8283591 |
| influencersMicro:stunning.love | 0.4297555 | 1.9874705 | 0.2162324 | 0.8288078 |
| love:Topic_8 | 0.0020767 | 0.0096077 | 0.2161460 | 0.8288751 |
| Post:beautiful.gorgeous | 0.0000164 | 0.0000762 | 0.2155269 | 0.8293577 |
| youre:Topic_10 | -0.0082794 | 0.0384213 | -0.2154898 | 0.8293866 |
| youre:Topic_9 | 0.0070907 | 0.0329236 | 0.2153684 | 0.8294813 |
| joy:happy.birthday | 0.1084498 | 0.5036766 | 0.2153163 | 0.8295219 |
| anticipation:Topic_9 | -0.1338743 | 0.6221926 | -0.2151653 | 0.8296396 |
| influencersMicro:Topic_13 | 0.0059455 | 0.0277050 | 0.2146005 | 0.8300800 |
| anger:sounds.amazing | -0.3231592 | 1.5100542 | -0.2140050 | 0.8305443 |
| sadness:shot | -0.0540169 | 0.2526474 | -0.2138033 | 0.8307016 |
| handle:beautiful.gorgeous | 0.0848002 | 0.3969741 | 0.2136166 | 0.8308473 |
| yum:Topic_14 | -0.0070421 | 0.0329729 | -0.2135722 | 0.8308819 |
| absolutely.beautiful:Topic_11 | 0.0382748 | 0.1797155 | 0.2129746 | 0.8313479 |
| absolutely.gorgeous:Topic_5 | 0.0389941 | 0.1834328 | 0.2125799 | 0.8316558 |
| hope.youre | -0.0673628 | 0.3199850 | -0.2105187 | 0.8332640 |
| trust:super.cute | -0.1732520 | 0.8243929 | -0.2101570 | 0.8335463 |
| handle:Topic_5 | 0.0063157 | 0.0301868 | 0.2092211 | 0.8342767 |
| happy.friday:Topic_2 | -0.9205497 | 4.4012642 | -0.2091557 | 0.8343278 |
| influencersMicro:cool | -0.0018427 | 0.0088106 | -0.2091490 | 0.8343330 |
| influencersNano:gorgeous.love | 0.0231007 | 0.1110962 | 0.2079341 | 0.8352815 |
| absolutely.love:Topic_8 | 0.0252455 | 0.1215522 | 0.2076929 | 0.8354699 |
| anticipation:lol | -0.0464024 | 0.2235196 | -0.2075988 | 0.8355434 |
| love.love:Topic_4 | -0.0217865 | 0.1050995 | -0.2072942 | 0.8357812 |
| day:Topic_3 | -0.0019055 | 0.0092031 | -0.2070509 | 0.8359713 |
| omg:Topic_13 | 0.0069551 | 0.0337015 | 0.2063744 | 0.8364996 |
| joy:beautiful.photo | -0.0770276 | 0.3745815 | -0.2056365 | 0.8370760 |
| emoji:super | 0.0020400 | 0.0099993 | 0.2040131 | 0.8383444 |
| day:Topic_11 | -0.0020568 | 0.0101554 | -0.2025371 | 0.8394979 |
| emoji:adorable | -0.0017612 | 0.0087273 | -0.2017983 | 0.8400755 |
| emoji:im.obsessed | 0.2566497 | 1.2736897 | 0.2015010 | 0.8403080 |
| disgust:beautiful.love | -0.9897673 | 4.9216727 | -0.2011039 | 0.8406185 |
| words:delicious | -0.0000053 | 0.0000264 | -0.2008819 | 0.8407920 |
| hope:Topic_7 | -0.0068626 | 0.0342301 | -0.2004845 | 0.8411027 |
| influencersMicro:pretty | 0.0011198 | 0.0056043 | 0.1998167 | 0.8416250 |
| words:xx | -0.0000025 | 0.0000126 | -0.1981734 | 0.8429105 |
| trust:wow | -0.0472752 | 0.2386635 | -0.1980829 | 0.8429812 |
| hashtag:beautiful.beautiful | 1.1228587 | 5.6957380 | 0.1971402 | 0.8437189 |
| enjoy:Topic_2 | 0.0060563 | 0.0307219 | 0.1971331 | 0.8437244 |
| fear:beautiful.picture | -0.6614615 | 3.3559643 | -0.1971003 | 0.8437501 |
| handle:nice.pic | 0.0068781 | 0.0349387 | 0.1968619 | 0.8439366 |
| fear:amazing | 0.0406390 | 0.2069787 | 0.1963440 | 0.8443420 |
| happy.friday:Topic_1 | 0.4697665 | 2.4038991 | 0.1954186 | 0.8450663 |
| words:Topic_1 | 0.0000410 | 0.0002101 | 0.1952074 | 0.8452317 |
| yum:Topic_8 | 0.0064785 | 0.0333910 | 0.1940194 | 0.8461618 |
| wow:Topic_13 | 0.0056775 | 0.0292992 | 0.1937764 | 0.8463520 |
| disgust:cute | -0.0312783 | 0.1615802 | -0.1935774 | 0.8465078 |
| food | 0.0034844 | 0.0180152 | 0.1934169 | 0.8466335 |
| haha:Topic_9 | -0.0044942 | 0.0232368 | -0.1934090 | 0.8466398 |
| ice.cream:Topic_14 | 0.0140808 | 0.0728480 | 0.1932895 | 0.8467333 |
| influencersNano:ave_sentiment | 0.0052391 | 0.0271694 | 0.1928303 | 0.8470929 |
| anticipation:check | 0.0406716 | 0.2109551 | 0.1927976 | 0.8471185 |
| emoji:Topic_9 | -0.0042265 | 0.0219535 | -0.1925190 | 0.8473367 |
| handle:Topic_2 | 0.0037664 | 0.0195655 | 0.1925006 | 0.8473512 |
| disgust:super | 0.1207530 | 0.6274165 | 0.1924607 | 0.8473824 |
| food:Topic_10 | -0.0046548 | 0.0242058 | -0.1923034 | 0.8475056 |
| surprise:beautiful.shot | -0.2279491 | 1.1935749 | -0.1909801 | 0.8485422 |
| idea:Topic_7 | 0.0042324 | 0.0222266 | 0.1904218 | 0.8489796 |
| ave_sentiment:happy | 0.0031754 | 0.0167548 | 0.1895199 | 0.8496864 |
| anger:super | 0.1162989 | 0.6154611 | 0.1889622 | 0.8501234 |
| influencersNano:id.love | -0.0367885 | 0.1955319 | -0.1881459 | 0.8507633 |
| omg.yum:Topic_6 | 0.1656123 | 0.8809860 | 0.1879851 | 0.8508893 |
| disgust:pic | 0.0522055 | 0.2780479 | 0.1877573 | 0.8510679 |
| awesome:Topic_3 | -0.0042872 | 0.0228376 | -0.1877260 | 0.8510924 |
| pic:Topic_9 | -0.0034212 | 0.0182521 | -0.1874433 | 0.8513141 |
| awesome:Topic_9 | 0.0042351 | 0.0226055 | 0.1873493 | 0.8513878 |
| birthday:Topic_12 | -0.0057275 | 0.0305851 | -0.1872628 | 0.8514556 |
| words:Topic_12 | -0.0000395 | 0.0002110 | -0.1871953 | 0.8515085 |
| disgust:youre | 0.0903072 | 0.4849339 | 0.1862257 | 0.8522688 |
| emoji:Topic_1 | -0.0042848 | 0.0230126 | -0.1861921 | 0.8522951 |
| influencersMicro:nice.shot | 0.0126814 | 0.0681701 | 0.1860252 | 0.8524260 |
| trust:Topic_1 | -0.1185691 | 0.6378285 | -0.1858949 | 0.8525282 |
| gorgeous.shot:Topic_7 | -0.0394059 | 0.2124086 | -0.1855193 | 0.8528228 |
| Post:beautiful.wow | 0.0000715 | 0.0003885 | 0.1839509 | 0.8540530 |
| sadness:time | 0.0403080 | 0.2197595 | 0.1834187 | 0.8544705 |
| nice.shot:Topic_13 | -0.0321206 | 0.1753669 | -0.1831623 | 0.8546717 |
| food:Topic_2 | 0.0033363 | 0.0182248 | 0.1830666 | 0.8547467 |
| disgust:enjoy | 0.1119803 | 0.6123707 | 0.1828637 | 0.8549060 |
| adorable:Topic_3 | -0.0061997 | 0.0339510 | -0.1826060 | 0.8551081 |
| hope:Topic_10 | -0.0055749 | 0.0305728 | -0.1823472 | 0.8553112 |
| beautiful.love:Topic_10 | 0.0503006 | 0.2766303 | 0.1818333 | 0.8557145 |
| fear:shot | 0.0550894 | 0.3030518 | 0.1817821 | 0.8557547 |
| yum.yum:Topic_13 | 0.0283428 | 0.1559943 | 0.1816916 | 0.8558258 |
| trust:absolutely.delicious | 0.1898129 | 1.0454145 | 0.1815671 | 0.8559234 |
| lovely:Topic_7 | 0.0047057 | 0.0259845 | 0.1810948 | 0.8562941 |
| sadness:id.love | -1.1689201 | 6.4652844 | -0.1807995 | 0.8565259 |
| wow.love:Topic_3 | 0.0869241 | 0.4820585 | 0.1803185 | 0.8569035 |
| influencersMicro:Topic_12 | 0.0054395 | 0.0304272 | 0.1787718 | 0.8581179 |
| fear:beautiful.wow | 13.6028823 | 77.2948919 | 0.1759868 | 0.8603052 |
| anticipation:ice.cream | -0.0719944 | 0.4101725 | -0.1755223 | 0.8606702 |
| wow:Topic_8 | 0.0062965 | 0.0358860 | 0.1754573 | 0.8607213 |
| delicious:Topic_11 | 0.0028949 | 0.0165949 | 0.1744458 | 0.8615161 |
| hair:Topic_7 | -0.0029734 | 0.0171083 | -0.1737966 | 0.8620263 |
| favorite:Topic_10 | -0.0050002 | 0.0289598 | -0.1726586 | 0.8629207 |
| Topic_10 | -0.0099824 | 0.0579608 | -0.1722271 | 0.8632599 |
| influencersMicro:Topic_7 | -0.0057359 | 0.0333248 | -0.1721203 | 0.8633438 |
| wow.wow:Topic_1 | -0.0410788 | 0.2391347 | -0.1717812 | 0.8636105 |
| sadness:delicious.yum | 3.9451270 | 22.9809762 | 0.1716693 | 0.8636985 |
| super:Topic_8 | 0.0076640 | 0.0447138 | 0.1714004 | 0.8639099 |
| happy.birthday:Topic_12 | 0.0251842 | 0.1470819 | 0.1712256 | 0.8640473 |
| influencersNano:sweet | 0.0014954 | 0.0087336 | 0.1712221 | 0.8640500 |
| fear:hair | -0.0360980 | 0.2114642 | -0.1707050 | 0.8644567 |
| ave_sentiment:delicious.love | 0.4387629 | 2.5799410 | 0.1700670 | 0.8649583 |
| words:happy | -0.0000041 | 0.0000240 | -0.1697343 | 0.8652200 |
| hashtag:gorgeous | 0.0007844 | 0.0046249 | 0.1695948 | 0.8653297 |
| joy:beautiful.wow | -1.0338118 | 6.0977062 | -0.1695411 | 0.8653720 |
| disgust:haha | -0.0509563 | 0.3006762 | -0.1694723 | 0.8654261 |
| lovely:Topic_11 | 0.0045691 | 0.0269662 | 0.1694398 | 0.8654516 |
| pretty.love:Topic_5 | -0.1656668 | 0.9781191 | -0.1693728 | 0.8655043 |
| words:merry.christmas | 0.0002203 | 0.0013026 | 0.1691529 | 0.8656773 |
| amazing:Topic_12 | -0.0021474 | 0.0127470 | -0.1684640 | 0.8662191 |
| influencersMicro:check | -0.0015556 | 0.0092649 | -0.1679012 | 0.8666619 |
| absolutely:Topic_12 | 0.0090190 | 0.0540965 | 0.1667208 | 0.8675907 |
| beautiful.pic:Topic_8 | -0.0364193 | 0.2185587 | -0.1666338 | 0.8676591 |
| food:Topic_4 | -0.0050013 | 0.0302568 | -0.1652960 | 0.8687119 |
| anticipation:sweet | 0.0186654 | 0.1134362 | 0.1645457 | 0.8693024 |
| emoji:absolutely.beautiful | -0.0069531 | 0.0423245 | -0.1642799 | 0.8695117 |
| influencersNano:absolutely.love | 0.0070601 | 0.0431260 | 0.1637081 | 0.8699618 |
| sweet | 0.0030406 | 0.0186257 | 0.1632497 | 0.8703227 |
| fear:adorable | -0.0844835 | 0.5176268 | -0.1632132 | 0.8703515 |
| sadness:yum | 0.0691897 | 0.4247239 | 0.1629051 | 0.8705941 |
| sadness:Topic_6 | -0.2226881 | 1.3701112 | -0.1625329 | 0.8708871 |
| hair:Topic_8 | -0.0029109 | 0.0179130 | -0.1625023 | 0.8709112 |
| adorable:Topic_2 | 0.0045772 | 0.0282492 | 0.1620285 | 0.8712843 |
| happy:Topic_2 | -0.0036506 | 0.0226528 | -0.1611528 | 0.8719739 |
| ice.cream:Topic_7 | -0.0106857 | 0.0668174 | -0.1599235 | 0.8729422 |
| disgust:Topic_12 | -0.2153062 | 1.3468735 | -0.1598563 | 0.8729951 |
| anger:sounds.delicious | 0.3437038 | 2.1521284 | 0.1597041 | 0.8731150 |
| Post:nice.pic | 0.0000022 | 0.0000135 | 0.1597029 | 0.8731160 |
| influencersMicro:Topic_14 | 0.0055637 | 0.0348684 | 0.1595637 | 0.8732257 |
| gorgeous:Topic_1 | -0.0029245 | 0.0183429 | -0.1594349 | 0.8733271 |
| amazing:Topic_10 | 0.0021432 | 0.0135159 | 0.1585668 | 0.8740111 |
| hashtag:sounds.delicious | 0.0048355 | 0.0308319 | 0.1568353 | 0.8753755 |
| id.love:Topic_1 | -0.0862423 | 0.5552436 | -0.1553233 | 0.8765673 |
| sounds.amazing:Topic_4 | -0.0185418 | 0.1194208 | -0.1552641 | 0.8766140 |
| anticipation:absolutely.amazing | -0.1771354 | 1.1452588 | -0.1546685 | 0.8770835 |
| lol:Topic_14 | -0.0053065 | 0.0343931 | -0.1542885 | 0.8773831 |
| adorable:Topic_5 | -0.0069307 | 0.0449688 | -0.1541217 | 0.8775146 |
| words:Topic_13 | -0.0000296 | 0.0001926 | -0.1539239 | 0.8776706 |
| influencersMicro:Topic_3 | 0.0044548 | 0.0292585 | 0.1522559 | 0.8789859 |
| trust:day | -0.0089335 | 0.0590048 | -0.1514025 | 0.8796591 |
| surprise:day | 0.0097791 | 0.0648392 | 0.1508211 | 0.8801176 |
| lovely:Topic_4 | 0.0047619 | 0.0315903 | 0.1507382 | 0.8801830 |
| gorgeous.love:Topic_2 | 0.0450549 | 0.2993674 | 0.1505003 | 0.8803707 |
| influencersNano:girl.love | -0.1053746 | 0.7025752 | -0.1499834 | 0.8807785 |
| sweet:Topic_13 | 0.0028085 | 0.0187829 | 0.1495230 | 0.8811417 |
| beautiful.love:Topic_4 | 0.0455895 | 0.3050948 | 0.1494275 | 0.8812172 |
| wow:Topic_1 | -0.0045089 | 0.0302287 | -0.1491598 | 0.8814283 |
| Post:absolutely.stunning | 0.0000022 | 0.0000148 | 0.1487824 | 0.8817261 |
| emoji:Topic_14 | -0.0038787 | 0.0261033 | -0.1485908 | 0.8818774 |
| influencersNano:haha | 0.0013281 | 0.0089786 | 0.1479215 | 0.8824055 |
| handle | 0.0025709 | 0.0175042 | 0.1468740 | 0.8832322 |
| hope.youre:Topic_7 | -0.0280078 | 0.1909486 | -0.1466774 | 0.8833875 |
| trust:Topic_2 | 0.0816050 | 0.5570128 | 0.1465047 | 0.8835238 |
| sounds:Topic_11 | 0.0041605 | 0.0284054 | 0.1464700 | 0.8835511 |
| Post:beautiful.picture | 0.0000038 | 0.0000263 | 0.1457916 | 0.8840867 |
| fear:absolutely.beautiful | -0.3368539 | 2.3295452 | -0.1446007 | 0.8850269 |
| absolutely.love:Topic_10 | 0.0168021 | 0.1168894 | 0.1437437 | 0.8857036 |
| photo:Topic_3 | -0.0028076 | 0.0198653 | -0.1413338 | 0.8876070 |
| disgust:cute.love | 1.3715160 | 9.7355802 | 0.1408767 | 0.8879681 |
| trust:omg.yum | 0.6221567 | 4.4345920 | 0.1402963 | 0.8884267 |
| anticipation:beautiful.pic | 0.1578377 | 1.1289536 | 0.1398088 | 0.8888118 |
| adorable:Topic_14 | -0.0053284 | 0.0384033 | -0.1387486 | 0.8896496 |
| ave_sentiment:omg | -0.0033763 | 0.0244597 | -0.1380370 | 0.8902119 |
| pretty:Topic_13 | 0.0020493 | 0.0148979 | 0.1375541 | 0.8905936 |
| surprise:sounds.delicious | 0.1537277 | 1.1213123 | 0.1370962 | 0.8909555 |
| anticipation:adorable | -0.0299140 | 0.2183500 | -0.1370004 | 0.8910312 |
| super:Topic_1 | -0.0051950 | 0.0379307 | -0.1369591 | 0.8910639 |
| yum:Topic_7 | 0.0040340 | 0.0294947 | 0.1367710 | 0.8912125 |
| Post:yummy | -0.0000005 | 0.0000039 | -0.1366658 | 0.8912957 |
| idea:Topic_3 | 0.0027898 | 0.0205377 | 0.1358394 | 0.8919490 |
| awesome:Topic_11 | 0.0033495 | 0.0248374 | 0.1348571 | 0.8927256 |
| anger:Topic_3 | 0.1644482 | 1.2247905 | 0.1342664 | 0.8931927 |
| disgust:absolutely.beautiful | -0.3635547 | 2.7126701 | -0.1340210 | 0.8933867 |
| sounds.delicious:Topic_10 | -0.0158696 | 0.1185086 | -0.1339111 | 0.8934736 |
| fear:absolutely.love | 0.2366240 | 1.7681361 | 0.1338268 | 0.8935402 |
| anticipation:Topic_13 | -0.0794591 | 0.5961310 | -0.1332914 | 0.8939636 |
| anger:delicious.love | -1.8932636 | 14.2204154 | -0.1331370 | 0.8940857 |
| enjoy | 0.0043104 | 0.0324054 | 0.1330159 | 0.8941815 |
| words:anticipation | 0.0002468 | 0.0018608 | 0.1326452 | 0.8944747 |
| influencersMicro:birthday | -0.0013317 | 0.0100497 | -0.1325150 | 0.8945777 |
| gorgeous.shot:Topic_14 | 0.0246942 | 0.1871674 | 0.1319366 | 0.8950352 |
| super:Topic_2 | 0.0044085 | 0.0335808 | 0.1312816 | 0.8955533 |
| emoji:food | -0.0008360 | 0.0063895 | -0.1308369 | 0.8959050 |
| fear:yum.yum | -0.3889055 | 2.9759958 | -0.1306808 | 0.8960285 |
| idea:Topic_8 | 0.0031944 | 0.0244563 | 0.1306163 | 0.8960796 |
| totally.agree:Topic_5 | 0.0243491 | 0.1867910 | 0.1303548 | 0.8962864 |
| emoji:beautiful.wow | -0.0598101 | 0.4598784 | -0.1300563 | 0.8965226 |
| ave_sentiment:enjoy | 0.0035106 | 0.0270256 | 0.1299001 | 0.8966462 |
| Post:awesome | 0.0000003 | 0.0000023 | 0.1297492 | 0.8967656 |
| ave_sentiment:Topic_5 | 0.0111480 | 0.0865191 | 0.1288498 | 0.8974772 |
| awesome:Topic_10 | 0.0031805 | 0.0249427 | 0.1275117 | 0.8985361 |
| yum.yum | 0.0195800 | 0.1550459 | 0.1262850 | 0.8995070 |
| anger:sounds | 0.0579531 | 0.4617906 | 0.1254964 | 0.9001312 |
| feel:Topic_5 | -0.0033589 | 0.0271853 | -0.1235541 | 0.9016690 |
| surprise:cute.love | 0.5679997 | 4.6062302 | 0.1233112 | 0.9018613 |
| absolutely.beautiful:Topic_1 | 0.0186287 | 0.1514667 | 0.1229885 | 0.9021168 |
| Post:omg.love | 0.0000809 | 0.0006598 | 0.1225460 | 0.9024673 |
| babe:Topic_13 | -0.0028584 | 0.0233546 | -0.1223920 | 0.9025892 |
| handle:super | -0.0011156 | 0.0091516 | -0.1219002 | 0.9029787 |
| omg.yum:Topic_12 | -0.0802993 | 0.6591632 | -0.1218201 | 0.9030421 |
| surprise:adorable | 0.0313123 | 0.2576723 | 0.1215198 | 0.9032800 |
| shot:Topic_3 | 0.0029904 | 0.0249312 | 0.1199471 | 0.9045257 |
| adorable:Topic_11 | -0.0041290 | 0.0345323 | -0.1195686 | 0.9048256 |
| haha:Topic_10 | -0.0028416 | 0.0238745 | -0.1190206 | 0.9052597 |
| emoji:haha | 0.0006868 | 0.0057998 | 0.1184162 | 0.9057385 |
| joy:babe | 0.0090810 | 0.0768841 | 0.1181126 | 0.9059791 |
| influencersMicro:life | -0.0010179 | 0.0086225 | -0.1180470 | 0.9060311 |
| anticipation:gorgeous.love | 0.3768788 | 3.2178544 | 0.1171212 | 0.9067647 |
| hashtag:im.obsessed | -0.1081111 | 0.9245532 | -0.1169334 | 0.9069135 |
| influencersNano:yum.yum | -0.0084036 | 0.0718795 | -0.1169120 | 0.9069304 |
| fear:sounds | -0.0537031 | 0.4623706 | -0.1161474 | 0.9075364 |
| joy:shot | -0.0095531 | 0.0822938 | -0.1160857 | 0.9075853 |
| joy:hair | 0.0063708 | 0.0548991 | 0.1160449 | 0.9076176 |
| disgust:awesome | -0.0435085 | 0.3751811 | -0.1159666 | 0.9076797 |
| ice.cream:Topic_8 | -0.0081463 | 0.0707136 | -0.1152019 | 0.9082857 |
| stunning:Topic_1 | -0.0034019 | 0.0296011 | -0.1149244 | 0.9085057 |
| hope:Topic_1 | 0.0030192 | 0.0267274 | 0.1129627 | 0.9100607 |
| absolutely.gorgeous:Topic_12 | -0.0163310 | 0.1446991 | -0.1128615 | 0.9101410 |
| Post:amazing.love | -0.0000041 | 0.0000367 | -0.1128424 | 0.9101561 |
| ave_sentiment:absolutely | 0.0046077 | 0.0409541 | 0.1125097 | 0.9104199 |
| hashtag:enjoy | 0.0009457 | 0.0084055 | 0.1125062 | 0.9104226 |
| omg:Topic_10 | 0.0040287 | 0.0366227 | 0.1100050 | 0.9124060 |
| ave_sentiment:beautiful.beautiful | 0.4249034 | 3.8763463 | 0.1096144 | 0.9127158 |
| sadness:Topic_13 | 0.1077112 | 0.9832511 | 0.1095459 | 0.9127701 |
| emoji:disgust | 0.0355187 | 0.3250532 | 0.1092706 | 0.9129885 |
| happy.friday:Topic_8 | -0.1261179 | 1.1564481 | -0.1090563 | 0.9131584 |
| emoji:post | 0.0006162 | 0.0056554 | 0.1089558 | 0.9132381 |
| gorgeous:Topic_7 | 0.0022219 | 0.0204556 | 0.1086228 | 0.9135023 |
| Post:girl.love | 0.0000150 | 0.0001389 | 0.1079261 | 0.9140549 |
| anger:hair | 0.0306084 | 0.2850187 | 0.1073909 | 0.9144795 |
| amazing:Topic_5 | 0.0018064 | 0.0168219 | 0.1073841 | 0.9144848 |
| influencersNano:absolutely.delicious | 0.0061769 | 0.0578379 | 0.1067960 | 0.9149514 |
| anticipation:Topic_14 | -0.0775708 | 0.7266283 | -0.1067545 | 0.9149843 |
| anger:beautiful.wow | 8.1902393 | 77.5255031 | 0.1056457 | 0.9158640 |
| surprise:xx | -0.0109372 | 0.1035736 | -0.1055983 | 0.9159017 |
| sadness:im.obsessed | -3.0952203 | 29.3422247 | -0.1054869 | 0.9159900 |
| fear:photo | -0.0332114 | 0.3155268 | -0.1052570 | 0.9161725 |
| sounds.delicious | 0.0116334 | 0.1107471 | 0.1050450 | 0.9163407 |
| hashtag:absolutely | 0.0014750 | 0.0140599 | 0.1049060 | 0.9164509 |
| Post:life | 0.0000002 | 0.0000023 | 0.1048892 | 0.9164643 |
| sadness:perfect | -0.0247559 | 0.2367884 | -0.1045486 | 0.9167346 |
| joy:gorgeous | -0.0050820 | 0.0489957 | -0.1037233 | 0.9173895 |
| words:food | -0.0000012 | 0.0000117 | -0.1032441 | 0.9177698 |
| hashtag:hope | -0.0007275 | 0.0070612 | -0.1030266 | 0.9179424 |
| omg.yum:Topic_11 | -0.0362907 | 0.3534162 | -0.1026854 | 0.9182132 |
| surprise:Topic_6 | -0.1034125 | 1.0090497 | -0.1024850 | 0.9183723 |
| gorgeous.photo:Topic_12 | 0.0185055 | 0.1844414 | 0.1003325 | 0.9200809 |
| joy:nice.pic | -0.0533803 | 0.5355008 | -0.0996830 | 0.9205965 |
| anger:shot | -0.0317772 | 0.3189273 | -0.0996378 | 0.9206324 |
| influencersMicro:sounds.amazing | -0.0038186 | 0.0383286 | -0.0996282 | 0.9206400 |
| anger:beautiful.pic | -0.2421689 | 2.4324794 | -0.0995564 | 0.9206970 |
| anticipation:Topic_3 | -0.0634935 | 0.6385138 | -0.0994395 | 0.9207898 |
| disgust:gorgeous.shot | -0.3356913 | 3.3980601 | -0.0987891 | 0.9213062 |
| emoji:nice.shot | 0.0050758 | 0.0517564 | 0.0980713 | 0.9218762 |
| joy:amazing.love | 0.1471736 | 1.5026156 | 0.0979449 | 0.9219765 |
| id.love:Topic_14 | -0.0451430 | 0.4611169 | -0.0978994 | 0.9220127 |
| words:idea | 0.0000023 | 0.0000240 | 0.0974402 | 0.9223774 |
| happy:Topic_1 | 0.0025953 | 0.0267811 | 0.0969077 | 0.9228002 |
| emoji:time | 0.0004575 | 0.0047264 | 0.0967993 | 0.9228863 |
| post:Topic_7 | 0.0022008 | 0.0228256 | 0.0964197 | 0.9231878 |
| handle:merry.christmas | 0.0577858 | 0.6004939 | 0.0962305 | 0.9233380 |
| fear:picture | -0.0473528 | 0.4965531 | -0.0953631 | 0.9240270 |
| influencersMicro:stunning | 0.0009075 | 0.0095344 | 0.0951852 | 0.9241683 |
| emoji:fun | 0.0004604 | 0.0048464 | 0.0950028 | 0.9243131 |
| anticipation:Topic_12 | -0.0637368 | 0.6722658 | -0.0948089 | 0.9244671 |
| sadness:totally.agree | 0.1895650 | 2.0112558 | 0.0942520 | 0.9249095 |
| words:beautiful.beautiful | -0.0004313 | 0.0045992 | -0.0937792 | 0.9252851 |
| hashtag:omg.yum | 0.0148403 | 0.1590037 | 0.0933333 | 0.9256392 |
| sweet:Topic_7 | -0.0022281 | 0.0239146 | -0.0931687 | 0.9257701 |
| absolutely.amazing | -0.0124920 | 0.1346021 | -0.0928065 | 0.9260578 |
| disgust:absolutely.stunning | -0.2183396 | 2.3656314 | -0.0922965 | 0.9264629 |
| Topic_1 | -0.0051420 | 0.0557701 | -0.0922006 | 0.9265391 |
| trust:idea | 0.0160114 | 0.1742155 | 0.0919059 | 0.9267733 |
| joy:favorite | 0.0099850 | 0.1093717 | 0.0912941 | 0.9272594 |
| surprise:enjoy | -0.0243491 | 0.2672059 | -0.0911250 | 0.9273938 |
| sounds:Topic_4 | 0.0029963 | 0.0330286 | 0.0907189 | 0.9277164 |
| influencersMicro:shot | 0.0008662 | 0.0096585 | 0.0896818 | 0.9285405 |
| joy:beautiful.love | -0.0737341 | 0.8276283 | -0.0890908 | 0.9290102 |
| disgust:Topic_6 | 0.1481242 | 1.6658341 | 0.0889190 | 0.9291468 |
| trust:sweet | 0.0113928 | 0.1283970 | 0.0887313 | 0.9292959 |
| anticipation:girl.love | 0.6501635 | 7.3853470 | 0.0880343 | 0.9298499 |
| influencersMicro:love.love | 0.0019928 | 0.0230010 | 0.0866389 | 0.9309590 |
| sounds:Topic_12 | -0.0023933 | 0.0277770 | -0.0861613 | 0.9313386 |
| ave_sentiment:Topic_3 | -0.0058610 | 0.0680474 | -0.0861313 | 0.9313625 |
| happy:Topic_8 | 0.0026476 | 0.0310089 | 0.0853821 | 0.9319581 |
| ave_sentiment:cool | -0.0015552 | 0.0182513 | -0.0852082 | 0.9320963 |
| words:Topic_11 | -0.0000194 | 0.0002333 | -0.0833032 | 0.9336109 |
| joy:girl.love | -0.2421684 | 2.9726487 | -0.0814655 | 0.9350722 |
| Post:shot | -0.0000002 | 0.0000026 | -0.0808736 | 0.9355429 |
| ave_sentiment:day | -0.0005228 | 0.0064718 | -0.0807864 | 0.9356122 |
| fear:wait | -0.0296118 | 0.3711622 | -0.0797814 | 0.9364115 |
| influencersMicro:absolutely.stunning | 0.0038934 | 0.0492780 | 0.0790087 | 0.9370261 |
| joy:Topic_12 | -0.0306980 | 0.3887596 | -0.0789640 | 0.9370617 |
| yum.yum:Topic_7 | 0.0141606 | 0.1794680 | 0.0789033 | 0.9371100 |
| yum.yum:Topic_6 | -0.0156972 | 0.2005844 | -0.0782573 | 0.9376238 |
| sadness:omg | -0.0368263 | 0.4731003 | -0.0778404 | 0.9379554 |
| omg.yum:Topic_10 | -0.0428761 | 0.5510030 | -0.0778147 | 0.9379758 |
| adorable:Topic_4 | -0.0034132 | 0.0439565 | -0.0776488 | 0.9381078 |
| gorgeous:Topic_3 | 0.0014352 | 0.0185491 | 0.0773707 | 0.9383290 |
| Post:lovely | -0.0000001 | 0.0000018 | -0.0770267 | 0.9386027 |
| anticipation:im.obsessed | -1.2750556 | 16.7200691 | -0.0762590 | 0.9392135 |
| omg:Topic_9 | -0.0027334 | 0.0359219 | -0.0760915 | 0.9393467 |
| joy:love.love | -0.0178774 | 0.2352087 | -0.0760067 | 0.9394141 |
| handle:omg.love | -0.0323953 | 0.4275739 | -0.0757654 | 0.9396061 |
| sounds.amazing:Topic_11 | 0.0071531 | 0.0947515 | 0.0754928 | 0.9398230 |
| handle:happy | 0.0004755 | 0.0063709 | 0.0746317 | 0.9405081 |
| life:Topic_5 | -0.0027929 | 0.0378337 | -0.0738205 | 0.9411536 |
| influencersMicro:Topic_6 | -0.0028651 | 0.0390010 | -0.0734610 | 0.9414397 |
| surprise:ice.cream | 0.0327607 | 0.4514682 | 0.0725648 | 0.9421528 |
| absolutely.stunning:Topic_1 | 0.0109384 | 0.1511859 | 0.0723509 | 0.9423231 |
| handle:Topic_7 | 0.0018040 | 0.0251558 | 0.0717119 | 0.9428316 |
| disgust:feel | 0.0225658 | 0.3162099 | 0.0713635 | 0.9431088 |
| trust:happy.birthday | -0.0682830 | 0.9601456 | -0.0711174 | 0.9433047 |
| adorable:Topic_1 | 0.0023598 | 0.0333101 | 0.0708425 | 0.9435235 |
| anticipation:beautiful.gorgeous | -0.5952737 | 8.4497400 | -0.0704488 | 0.9438369 |
| disgust:beautiful.beautiful | 4.1398515 | 58.8628708 | 0.0703304 | 0.9439310 |
| babe:Topic_8 | -0.0021996 | 0.0313362 | -0.0701939 | 0.9440397 |
| handle:anger | 0.0222243 | 0.3171557 | 0.0700738 | 0.9441353 |
| Topic_8 | 0.0045102 | 0.0646023 | 0.0698142 | 0.9443419 |
| beautiful.wow:Topic_1 | 0.0593776 | 0.8593359 | 0.0690971 | 0.9449127 |
| disgust:beautiful.photo | -0.1194277 | 1.7345747 | -0.0688513 | 0.9451084 |
| hair:Topic_10 | -0.0010582 | 0.0154408 | -0.0685348 | 0.9453603 |
| anger:beautiful | 0.0120017 | 0.1758483 | 0.0682505 | 0.9455866 |
| lovely:Topic_14 | -0.0020434 | 0.0304091 | -0.0671970 | 0.9464252 |
| fear:amazing.love | 0.4663897 | 7.1502387 | 0.0652271 | 0.9479935 |
| happy:Topic_13 | -0.0015057 | 0.0231688 | -0.0649885 | 0.9481835 |
| anger:food | -0.0270553 | 0.4180728 | -0.0647144 | 0.9484018 |
| totally.agree | -0.0085471 | 0.1349517 | -0.0633346 | 0.9495004 |
| ave_sentiment:sounds.delicious | 0.0055371 | 0.0874977 | 0.0632823 | 0.9495421 |
| emoji:happy | -0.0004396 | 0.0069558 | -0.0631977 | 0.9496094 |
| hashtag:pic | 0.0002930 | 0.0046432 | 0.0631107 | 0.9496787 |
| words:Topic_8 | -0.0000155 | 0.0002466 | -0.0627386 | 0.9499750 |
| influencersNano:amazing.love | -0.0107751 | 0.1772317 | -0.0607966 | 0.9515215 |
| handle:anticipation | 0.0095250 | 0.1602706 | 0.0594310 | 0.9526091 |
| totally.agree:Topic_4 | 0.0092886 | 0.1566162 | 0.0593080 | 0.9527071 |
| absolutely.amazing:Topic_8 | -0.0111130 | 0.1877152 | -0.0592013 | 0.9527921 |
| yum:Topic_4 | -0.0022623 | 0.0388639 | -0.0582105 | 0.9535812 |
| handle:cute.love | -0.0074244 | 0.1304001 | -0.0569355 | 0.9545969 |
| super:Topic_4 | -0.0028110 | 0.0502704 | -0.0559174 | 0.9554079 |
| surprise:favorite | 0.0145512 | 0.2634117 | 0.0552415 | 0.9559464 |
| sadness:love | 0.0052622 | 0.0955602 | 0.0550671 | 0.9560853 |
| anticipation:omg | 0.0142646 | 0.2665908 | 0.0535074 | 0.9573279 |
| surprise:Topic_10 | 0.0444537 | 0.8357350 | 0.0531912 | 0.9575799 |
| disgust:happy.friday | 2.3904230 | 44.9425573 | 0.0531884 | 0.9575821 |
| trust:absolutely.stunning | -0.0700889 | 1.3179658 | -0.0531796 | 0.9575891 |
| fear:yummy | -0.0332710 | 0.6296665 | -0.0528391 | 0.9578604 |
| trust:yum.yum | 0.0774837 | 1.4781334 | 0.0524200 | 0.9581943 |
| surprise:beautiful | -0.0048633 | 0.0946525 | -0.0513805 | 0.9590226 |
| nice.pic:Topic_9 | -0.0073036 | 0.1438040 | -0.0507887 | 0.9594942 |
| influencersNano:absolutely.beautiful | -0.0033698 | 0.0671286 | -0.0501997 | 0.9599635 |
| awesome:Topic_4 | 0.0016147 | 0.0321915 | 0.0501594 | 0.9599956 |
| im.obsessed:Topic_1 | -0.0731407 | 1.4888867 | -0.0491244 | 0.9608204 |
| stunning:Topic_6 | -0.0020323 | 0.0419780 | -0.0484127 | 0.9613876 |
| time:Topic_5 | 0.0010621 | 0.0222627 | 0.0477062 | 0.9619507 |
| trust:beautiful.love | -0.1187984 | 2.5687736 | -0.0462471 | 0.9631135 |
| trust:fun | -0.0045618 | 0.1044165 | -0.0436881 | 0.9651533 |
| absolutely.delicious:Topic_8 | -0.0067074 | 0.1536431 | -0.0436558 | 0.9651790 |
| yum.yum:Topic_10 | -0.0083364 | 0.1919380 | -0.0434329 | 0.9653567 |
| absolutely.gorgeous:Topic_3 | 0.0056646 | 0.1329272 | 0.0426144 | 0.9660092 |
| ave_sentiment:omg.yum | 0.0332366 | 0.7802786 | 0.0425958 | 0.9660240 |
| day:Topic_6 | 0.0005264 | 0.0124326 | 0.0423443 | 0.9662245 |
| Post:sweet | -0.0000001 | 0.0000019 | -0.0421858 | 0.9663508 |
| joy:Topic_6 | -0.0206803 | 0.4983391 | -0.0414984 | 0.9668988 |
| fun:Topic_4 | 0.0009877 | 0.0238733 | 0.0413715 | 0.9669999 |
| sadness:absolutely | 0.0293541 | 0.7150329 | 0.0410528 | 0.9672540 |
| time:Topic_14 | -0.0007917 | 0.0196203 | -0.0403527 | 0.9678121 |
| time | -0.0005772 | 0.0145295 | -0.0397254 | 0.9683122 |
| sadness:super.cute | 0.0476463 | 1.2002267 | 0.0396978 | 0.9683343 |
| sounds.amazing:Topic_8 | -0.0036370 | 0.0953424 | -0.0381468 | 0.9695709 |
| super.cute:Topic_10 | -0.0042248 | 0.1109225 | -0.0380880 | 0.9696177 |
| hashtag:wait | -0.0001911 | 0.0050416 | -0.0378965 | 0.9697704 |
| fear:favorite | -0.0169520 | 0.4498634 | -0.0376826 | 0.9699409 |
| im.obsessed:Topic_3 | 0.0272132 | 0.7284362 | 0.0373584 | 0.9701994 |
| influencersMicro:amazing.love | 0.0062312 | 0.1675342 | 0.0371938 | 0.9703307 |
| delicious:Topic_4 | 0.0007826 | 0.0214363 | 0.0365058 | 0.9708792 |
| wait:Topic_6 | 0.0009312 | 0.0259993 | 0.0358173 | 0.9714282 |
| absolutely.delicious:Topic_6 | -0.0054634 | 0.1564963 | -0.0349110 | 0.9721509 |
| happy:Topic_7 | -0.0010862 | 0.0313660 | -0.0346297 | 0.9723752 |
| sounds:Topic_2 | -0.0007904 | 0.0233156 | -0.0339021 | 0.9729554 |
| words:wow.amazing | 0.0001446 | 0.0043176 | 0.0335009 | 0.9732753 |
| wow.wow:Topic_9 | 0.0087994 | 0.2665588 | 0.0330110 | 0.9736660 |
| Post:im.obsessed | 0.0000104 | 0.0003181 | 0.0328462 | 0.9737974 |
| Post:feel | -0.0000001 | 0.0000016 | -0.0328267 | 0.9738129 |
| anticipation:amazing.omg | -0.3635137 | 11.3525155 | -0.0320205 | 0.9744558 |
| influencersNano:enjoy | -0.0004656 | 0.0146563 | -0.0317703 | 0.9746554 |
| disgust:hair | 0.0092690 | 0.3037911 | 0.0305112 | 0.9756595 |
| absolutely.love:Topic_1 | -0.0030690 | 0.1034193 | -0.0296750 | 0.9763264 |
| food:Topic_6 | -0.0008460 | 0.0285854 | -0.0295959 | 0.9763895 |
| sweet:Topic_5 | -0.0008072 | 0.0280995 | -0.0287265 | 0.9770829 |
| absolutely.amazing:Topic_3 | 0.0037695 | 0.1333494 | 0.0282682 | 0.9774484 |
| influencersMicro:hair | -0.0001138 | 0.0040573 | -0.0280577 | 0.9776163 |
| joy:yum.yum | 0.0213772 | 0.7675324 | 0.0278518 | 0.9777805 |
| cool:Topic_12 | 0.0006906 | 0.0248835 | 0.0277547 | 0.9778579 |
| influencersMicro:beautiful.shot | 0.0013564 | 0.0493932 | 0.0274623 | 0.9780912 |
| influencersMicro:Topic_11 | -0.0008434 | 0.0313069 | -0.0269411 | 0.9785068 |
| pretty.love:Topic_13 | -0.0148837 | 0.5537348 | -0.0268787 | 0.9785566 |
| ice.cream:Topic_6 | -0.0017217 | 0.0680750 | -0.0252909 | 0.9798230 |
| Post:delicious.love | 0.0000082 | 0.0003418 | 0.0239157 | 0.9809200 |
| sounds | -0.0006138 | 0.0258516 | -0.0237422 | 0.9810583 |
| emoji:gorgeous | -0.0001086 | 0.0047122 | -0.0230550 | 0.9816065 |
| sadness:happy.friday | 0.5130437 | 22.3595950 | 0.0229451 | 0.9816942 |
| gorgeous.love:Topic_3 | -0.0074665 | 0.3280141 | -0.0227629 | 0.9818395 |
| anger:absolutely.amazing | 0.0584385 | 2.6772122 | 0.0218281 | 0.9825852 |
| beautiful.picture:Topic_5 | 0.0074816 | 0.3506823 | 0.0213345 | 0.9829790 |
| ave_sentiment:sounds.amazing | -0.0013443 | 0.0630594 | -0.0213186 | 0.9829916 |
| sweet:Topic_6 | 0.0006124 | 0.0293728 | 0.0208483 | 0.9833668 |
| anticipation:happy.birthday | -0.0153826 | 0.7399471 | -0.0207888 | 0.9834143 |
| surprise:wow | 0.0054044 | 0.2690153 | 0.0200894 | 0.9839722 |
| super.cute:Topic_12 | -0.0023617 | 0.1190676 | -0.0198346 | 0.9841754 |
| amazing:Topic_9 | 0.0002395 | 0.0121796 | 0.0196633 | 0.9843121 |
| anticipation:nice | -0.0032396 | 0.1647841 | -0.0196594 | 0.9843152 |
| words:absolutely.amazing | 0.0000042 | 0.0002162 | 0.0196510 | 0.9843219 |
| influencersMicro:fun | -0.0001243 | 0.0065284 | -0.0190363 | 0.9848122 |
| anticipation:sounds.delicious | -0.0195453 | 1.0276124 | -0.0190201 | 0.9848252 |
| emoji:super.cute | 0.0005454 | 0.0292705 | 0.0186322 | 0.9851346 |
| wow.love:Topic_7 | -0.0497763 | 2.7218000 | -0.0182880 | 0.9854092 |
| absolutely.amazing:Topic_14 | -0.0026751 | 0.1500429 | -0.0178286 | 0.9857757 |
| influencersMicro:lovely | -0.0001683 | 0.0096554 | -0.0174263 | 0.9860966 |
| favorite:Topic_7 | -0.0005440 | 0.0321493 | -0.0169223 | 0.9864987 |
| ave_sentiment:Topic_10 | 0.0011024 | 0.0686315 | 0.0160632 | 0.9871840 |
| haha:Topic_4 | 0.0004625 | 0.0288345 | 0.0160403 | 0.9872023 |
| trust:delicious.yum | 0.1577753 | 10.0383948 | 0.0157172 | 0.9874601 |
| wow | -0.0004549 | 0.0290600 | -0.0156529 | 0.9875114 |
| joy:ice.cream | 0.0040752 | 0.2701484 | 0.0150849 | 0.9879645 |
| absolutely.beautiful:Topic_8 | -0.0024484 | 0.1646757 | -0.0148682 | 0.9881374 |
| influencersMicro:absolutely | 0.0002587 | 0.0180871 | 0.0143048 | 0.9885869 |
| trust:wait | -0.0022171 | 0.1600919 | -0.0138488 | 0.9889507 |
| emoji:hope.youre | 0.0037070 | 0.2689432 | 0.0137836 | 0.9890027 |
| hope.youre:Topic_5 | -0.0044816 | 0.3324794 | -0.0134793 | 0.9892455 |
| gorgeous:Topic_11 | -0.0002470 | 0.0196494 | -0.0125718 | 0.9899695 |
| totally.agree:Topic_12 | 0.0017767 | 0.1413980 | 0.0125651 | 0.9899748 |
| surprise:time | 0.0018535 | 0.1516253 | 0.0122244 | 0.9902466 |
| influencersNano:absolutely.amazing | 0.0006553 | 0.0590725 | 0.0110939 | 0.9911486 |
| time:Topic_12 | 0.0001787 | 0.0165526 | 0.0107972 | 0.9913853 |
| lovely:Topic_5 | 0.0003442 | 0.0334366 | 0.0102948 | 0.9917861 |
| beautiful.shot:Topic_7 | 0.0013522 | 0.1483690 | 0.0091139 | 0.9927283 |
| love:Topic_12 | -0.0000703 | 0.0081041 | -0.0086701 | 0.9930824 |
| anger:amazing.love | 0.0507155 | 6.3715741 | 0.0079596 | 0.9936492 |
| birthday | -0.0001755 | 0.0263865 | -0.0066514 | 0.9946931 |
| influencersMicro:beautiful.wow | -0.0027076 | 0.4317438 | -0.0062713 | 0.9949963 |
| Post:omg | 0.0000000 | 0.0000042 | -0.0058723 | 0.9953146 |
| joy:sounds.delicious | 0.0026448 | 0.6066859 | 0.0043594 | 0.9965217 |
| ave_sentiment:sweet | 0.0000566 | 0.0130097 | 0.0043539 | 0.9965261 |
| wow.amazing | 0.0064954 | 1.5665847 | 0.0041462 | 0.9966918 |
| hope.youre:Topic_9 | -0.0006374 | 0.1658373 | -0.0038436 | 0.9969333 |
| handle:trust | 0.0005631 | 0.1623307 | 0.0034688 | 0.9972323 |
| shot:Topic_4 | -0.0000764 | 0.0343946 | -0.0022217 | 0.9982274 |
| anger:idea | -0.0009652 | 0.4397349 | -0.0021950 | 0.9982486 |
| Topic_9 | -0.0000979 | 0.0536628 | -0.0018241 | 0.9985446 |
| influencersNano:omg.love | 0.0010436 | 1.1206706 | 0.0009312 | 0.9992570 |
| words:nice.pic | -0.0000002 | 0.0002493 | -0.0006988 | 0.9994424 |
| delicious:Topic_14 | 0.0000103 | 0.0179845 | 0.0005721 | 0.9995435 |
| influencersMicro:Topic_10 | -0.0000182 | 0.0319627 | -0.0005679 | 0.9995469 |
| xx:Topic_3 | 0.0000023 | 0.0131236 | 0.0001787 | 0.9998574 |
| emoji:delicious.love | NA | NA | NA | NA |
| emoji:im.loving | NA | NA | NA | NA |
| influencersNano:beautiful.beautiful | NA | NA | NA | NA |
| influencersNano:gorgeous.beautiful | NA | NA | NA | NA |
| influencersNano:delicious.love | NA | NA | NA | NA |
| influencersNano:delicious.yum | NA | NA | NA | NA |
| influencersMicro:wow.beautiful | NA | NA | NA | NA |
| anger:wow.beautiful | NA | NA | NA | NA |
| anticipation:delicious.love | NA | NA | NA | NA |
| anticipation:wow.beautiful | NA | NA | NA | NA |
| disgust:delicious.love | NA | NA | NA | NA |
| disgust:wow.beautiful | NA | NA | NA | NA |
| fear:gorgeous.beautiful | NA | NA | NA | NA |
| fear:delicious.love | NA | NA | NA | NA |
| fear:yum.love | NA | NA | NA | NA |
| fear:im.loving | NA | NA | NA | NA |
| fear:wow.beautiful | NA | NA | NA | NA |
| joy:gorgeous.beautiful | NA | NA | NA | NA |
| joy:delicious.love | NA | NA | NA | NA |
| joy:yum.love | NA | NA | NA | NA |
| joy:im.loving | NA | NA | NA | NA |
| joy:merry.christmas | NA | NA | NA | NA |
| joy:wow.beautiful | NA | NA | NA | NA |
| sadness:beautiful.gorgeous | NA | NA | NA | NA |
| sadness:gorgeous.beautiful | NA | NA | NA | NA |
| sadness:delicious.love | NA | NA | NA | NA |
| sadness:yum.love | NA | NA | NA | NA |
| sadness:im.loving | NA | NA | NA | NA |
| sadness:merry.christmas | NA | NA | NA | NA |
| sadness:wow.beautiful | NA | NA | NA | NA |
| surprise:beautiful.gorgeous | NA | NA | NA | NA |
| surprise:gorgeous.beautiful | NA | NA | NA | NA |
| surprise:delicious.love | NA | NA | NA | NA |
| surprise:yum.love | NA | NA | NA | NA |
| surprise:im.loving | NA | NA | NA | NA |
| surprise:merry.christmas | NA | NA | NA | NA |
| surprise:wow.beautiful | NA | NA | NA | NA |
| trust:beautiful.beautiful | NA | NA | NA | NA |
| trust:beautiful.gorgeous | NA | NA | NA | NA |
| trust:gorgeous.beautiful | NA | NA | NA | NA |
| trust:delicious.love | NA | NA | NA | NA |
| trust:yum.love | NA | NA | NA | NA |
| trust:im.loving | NA | NA | NA | NA |
| trust:merry.christmas | NA | NA | NA | NA |
| trust:wow.amazing | NA | NA | NA | NA |
| trust:wow.beautiful | NA | NA | NA | NA |
| beautiful.beautiful:Topic_1 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_2 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_3 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_4 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_5 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_6 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_7 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_8 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_9 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_10 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_11 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_12 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_13 | NA | NA | NA | NA |
| beautiful.beautiful:Topic_14 | NA | NA | NA | NA |
| wow.love:Topic_11 | NA | NA | NA | NA |
| wow.love:Topic_12 | NA | NA | NA | NA |
| wow.love:Topic_13 | NA | NA | NA | NA |
| wow.love:Topic_14 | NA | NA | NA | NA |
| amazing.wow:Topic_7 | NA | NA | NA | NA |
| amazing.wow:Topic_8 | NA | NA | NA | NA |
| amazing.wow:Topic_9 | NA | NA | NA | NA |
| amazing.wow:Topic_10 | NA | NA | NA | NA |
| amazing.wow:Topic_11 | NA | NA | NA | NA |
| amazing.wow:Topic_12 | NA | NA | NA | NA |
| amazing.wow:Topic_13 | NA | NA | NA | NA |
| amazing.wow:Topic_14 | NA | NA | NA | NA |
| beautiful.wow:Topic_2 | NA | NA | NA | NA |
| beautiful.wow:Topic_3 | NA | NA | NA | NA |
| beautiful.wow:Topic_4 | NA | NA | NA | NA |
| beautiful.wow:Topic_5 | NA | NA | NA | NA |
| beautiful.wow:Topic_6 | NA | NA | NA | NA |
| beautiful.wow:Topic_7 | NA | NA | NA | NA |
| beautiful.wow:Topic_8 | NA | NA | NA | NA |
| beautiful.wow:Topic_9 | NA | NA | NA | NA |
| beautiful.wow:Topic_10 | NA | NA | NA | NA |
| beautiful.wow:Topic_11 | NA | NA | NA | NA |
| beautiful.wow:Topic_12 | NA | NA | NA | NA |
| beautiful.wow:Topic_13 | NA | NA | NA | NA |
| beautiful.wow:Topic_14 | NA | NA | NA | NA |
| happy.friday:Topic_11 | NA | NA | NA | NA |
| happy.friday:Topic_12 | NA | NA | NA | NA |
| happy.friday:Topic_13 | NA | NA | NA | NA |
| happy.friday:Topic_14 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_1 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_2 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_3 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_4 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_5 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_6 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_7 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_8 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_9 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_10 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_11 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_12 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_13 | NA | NA | NA | NA |
| beautiful.gorgeous:Topic_14 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_1 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_2 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_3 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_4 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_5 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_6 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_7 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_8 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_9 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_10 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_11 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_12 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_13 | NA | NA | NA | NA |
| gorgeous.beautiful:Topic_14 | NA | NA | NA | NA |
| omg.love:Topic_13 | NA | NA | NA | NA |
| omg.love:Topic_14 | NA | NA | NA | NA |
| delicious.love:Topic_1 | NA | NA | NA | NA |
| delicious.love:Topic_2 | NA | NA | NA | NA |
| delicious.love:Topic_3 | NA | NA | NA | NA |
| delicious.love:Topic_4 | NA | NA | NA | NA |
| delicious.love:Topic_5 | NA | NA | NA | NA |
| delicious.love:Topic_6 | NA | NA | NA | NA |
| delicious.love:Topic_7 | NA | NA | NA | NA |
| delicious.love:Topic_8 | NA | NA | NA | NA |
| delicious.love:Topic_9 | NA | NA | NA | NA |
| delicious.love:Topic_10 | NA | NA | NA | NA |
| delicious.love:Topic_11 | NA | NA | NA | NA |
| delicious.love:Topic_12 | NA | NA | NA | NA |
| delicious.love:Topic_13 | NA | NA | NA | NA |
| delicious.love:Topic_14 | NA | NA | NA | NA |
| yum.love:Topic_1 | NA | NA | NA | NA |
| yum.love:Topic_2 | NA | NA | NA | NA |
| yum.love:Topic_3 | NA | NA | NA | NA |
| yum.love:Topic_4 | NA | NA | NA | NA |
| yum.love:Topic_5 | NA | NA | NA | NA |
| yum.love:Topic_6 | NA | NA | NA | NA |
| yum.love:Topic_7 | NA | NA | NA | NA |
| yum.love:Topic_8 | NA | NA | NA | NA |
| yum.love:Topic_9 | NA | NA | NA | NA |
| yum.love:Topic_10 | NA | NA | NA | NA |
| yum.love:Topic_11 | NA | NA | NA | NA |
| yum.love:Topic_12 | NA | NA | NA | NA |
| yum.love:Topic_13 | NA | NA | NA | NA |
| yum.love:Topic_14 | NA | NA | NA | NA |
| im.loving:Topic_1 | NA | NA | NA | NA |
| im.loving:Topic_2 | NA | NA | NA | NA |
| im.loving:Topic_3 | NA | NA | NA | NA |
| im.loving:Topic_4 | NA | NA | NA | NA |
| im.loving:Topic_5 | NA | NA | NA | NA |
| im.loving:Topic_6 | NA | NA | NA | NA |
| im.loving:Topic_7 | NA | NA | NA | NA |
| im.loving:Topic_8 | NA | NA | NA | NA |
| im.loving:Topic_9 | NA | NA | NA | NA |
| im.loving:Topic_10 | NA | NA | NA | NA |
| im.loving:Topic_11 | NA | NA | NA | NA |
| im.loving:Topic_12 | NA | NA | NA | NA |
| im.loving:Topic_13 | NA | NA | NA | NA |
| im.loving:Topic_14 | NA | NA | NA | NA |
| stunning.love:Topic_8 | NA | NA | NA | NA |
| stunning.love:Topic_9 | NA | NA | NA | NA |
| stunning.love:Topic_10 | NA | NA | NA | NA |
| stunning.love:Topic_11 | NA | NA | NA | NA |
| stunning.love:Topic_12 | NA | NA | NA | NA |
| stunning.love:Topic_13 | NA | NA | NA | NA |
| stunning.love:Topic_14 | NA | NA | NA | NA |
| delicious.yum:Topic_4 | NA | NA | NA | NA |
| delicious.yum:Topic_5 | NA | NA | NA | NA |
| delicious.yum:Topic_6 | NA | NA | NA | NA |
| delicious.yum:Topic_7 | NA | NA | NA | NA |
| delicious.yum:Topic_8 | NA | NA | NA | NA |
| delicious.yum:Topic_9 | NA | NA | NA | NA |
| delicious.yum:Topic_10 | NA | NA | NA | NA |
| delicious.yum:Topic_11 | NA | NA | NA | NA |
| delicious.yum:Topic_12 | NA | NA | NA | NA |
| delicious.yum:Topic_13 | NA | NA | NA | NA |
| delicious.yum:Topic_14 | NA | NA | NA | NA |
| merry.christmas:Topic_1 | NA | NA | NA | NA |
| merry.christmas:Topic_2 | NA | NA | NA | NA |
| merry.christmas:Topic_3 | NA | NA | NA | NA |
| merry.christmas:Topic_4 | NA | NA | NA | NA |
| merry.christmas:Topic_5 | NA | NA | NA | NA |
| merry.christmas:Topic_6 | NA | NA | NA | NA |
| merry.christmas:Topic_7 | NA | NA | NA | NA |
| merry.christmas:Topic_8 | NA | NA | NA | NA |
| merry.christmas:Topic_9 | NA | NA | NA | NA |
| merry.christmas:Topic_10 | NA | NA | NA | NA |
| merry.christmas:Topic_11 | NA | NA | NA | NA |
| merry.christmas:Topic_12 | NA | NA | NA | NA |
| merry.christmas:Topic_13 | NA | NA | NA | NA |
| merry.christmas:Topic_14 | NA | NA | NA | NA |
| wow.amazing:Topic_1 | NA | NA | NA | NA |
| wow.amazing:Topic_2 | NA | NA | NA | NA |
| wow.amazing:Topic_3 | NA | NA | NA | NA |
| wow.amazing:Topic_4 | NA | NA | NA | NA |
| wow.amazing:Topic_5 | NA | NA | NA | NA |
| wow.amazing:Topic_6 | NA | NA | NA | NA |
| wow.amazing:Topic_7 | NA | NA | NA | NA |
| wow.amazing:Topic_8 | NA | NA | NA | NA |
| wow.amazing:Topic_9 | NA | NA | NA | NA |
| wow.amazing:Topic_10 | NA | NA | NA | NA |
| wow.amazing:Topic_11 | NA | NA | NA | NA |
| wow.amazing:Topic_12 | NA | NA | NA | NA |
| wow.amazing:Topic_13 | NA | NA | NA | NA |
| wow.amazing:Topic_14 | NA | NA | NA | NA |
| amazing.omg:Topic_5 | NA | NA | NA | NA |
| amazing.omg:Topic_6 | NA | NA | NA | NA |
| amazing.omg:Topic_7 | NA | NA | NA | NA |
| amazing.omg:Topic_8 | NA | NA | NA | NA |
| amazing.omg:Topic_9 | NA | NA | NA | NA |
| amazing.omg:Topic_10 | NA | NA | NA | NA |
| amazing.omg:Topic_11 | NA | NA | NA | NA |
| amazing.omg:Topic_12 | NA | NA | NA | NA |
| amazing.omg:Topic_13 | NA | NA | NA | NA |
| amazing.omg:Topic_14 | NA | NA | NA | NA |
| wow.beautiful:Topic_1 | NA | NA | NA | NA |
| wow.beautiful:Topic_2 | NA | NA | NA | NA |
| wow.beautiful:Topic_3 | NA | NA | NA | NA |
| wow.beautiful:Topic_4 | NA | NA | NA | NA |
| wow.beautiful:Topic_5 | NA | NA | NA | NA |
| wow.beautiful:Topic_6 | NA | NA | NA | NA |
| wow.beautiful:Topic_7 | NA | NA | NA | NA |
| wow.beautiful:Topic_8 | NA | NA | NA | NA |
| wow.beautiful:Topic_9 | NA | NA | NA | NA |
| wow.beautiful:Topic_10 | NA | NA | NA | NA |
| wow.beautiful:Topic_11 | NA | NA | NA | NA |
| wow.beautiful:Topic_12 | NA | NA | NA | NA |
| wow.beautiful:Topic_13 | NA | NA | NA | NA |
| wow.beautiful:Topic_14 | NA | NA | NA | NA |
| im.obsessed:Topic_7 | NA | NA | NA | NA |
| im.obsessed:Topic_8 | NA | NA | NA | NA |
| im.obsessed:Topic_9 | NA | NA | NA | NA |
| im.obsessed:Topic_10 | NA | NA | NA | NA |
| im.obsessed:Topic_11 | NA | NA | NA | NA |
| im.obsessed:Topic_12 | NA | NA | NA | NA |
| im.obsessed:Topic_13 | NA | NA | NA | NA |
| im.obsessed:Topic_14 | NA | NA | NA | NA |
Predictive performance
for (m in list(lm.all, lm.onlyothers, lm.onlyemotions, lm.onlywords, lm.interactions))
{
predicted <- predict.lm(m, data[estimation_sample,])
mse <- mean((as.numeric(data[estimation_sample,"Engagement"])-predicted)^2)
predicted_test <- predict.lm(m, data[test_sample,])
mse_test<- mean((as.numeric(data[test_sample,"Engagement"])-predicted_test)^2)
print(c(sqrt(mse), sqrt(mse_test)))
}[1] 0.2490187 0.2310032
[1] 0.2529722 0.2339230
[1] 0.3334725 0.3130748
[1] 0.3281110 0.3079445Warning in predict.lm(m, data[estimation_sample, ]) :
prediction from a rank-deficient fit may be misleading
Warning in predict.lm(m, data[test_sample, ]) :
prediction from a rank-deficient fit may be misleading[1] 0.2236770 0.6028742print("lm.all, lm.onlyfactors, lm.onlyemotions, lm.onlywords, lm.interactions")[1] "lm.all, lm.onlyfactors, lm.onlyemotions, lm.onlywords, lm.interactions"The best model seems to be the original model with all variables and no interactions. There’s seems to be a bit of over fitting in model with interactions.
Random forest
library("randomForest")f = paste("Engagement ~ ", allOthers, " + ", allWords , " + ", allBigrams, "+", allEmotions,"+" ,allTopics)
rf = randomForest(formula(f),
ntree = 100,
data = data[estimation_sample,])
plot(rf)
print(rf)
Call:
randomForest(formula = formula(f), data = data[estimation_sample, ], ntree = 100)
Type of random forest: regression
Number of trees: 100
No. of variables tried at each split: 42
Mean of squared residuals: 0.04626402
% Var explained: 58.5varImpPlot(rf,
sort = T,
n.var = 20,
main = "Top 20 - Variable Importance")
library(caret)
Forecast comparison
for (m in list(lm.all, lm.nodict, lm.onlyothers, lm.onlyemotions, lm.onlywords, lm.bigrams, lm.words_bigrams, lm.topics, lm.interactions, lm.interactionswords))
{
data2<-data %>% mutate(predicted=(predict.lm(m, data)))
estimation <- sqrt(mean((data2[estimation_sample,]$Engagement - data2[estimation_sample,]$predicted)^2))
test <- sqrt(mean((data2[test_sample,]$Engagement - data2[test_sample,]$predicted)^2))
print(c(estimation,test))
}[1] 0.2490187 0.2310032
[1] 0.2490775 0.2310579
[1] 0.2529722 0.2339230
[1] 0.3334725 0.3130748
[1] 0.3281110 0.3079445
[1] 0.3321406 0.3126964
[1] 0.3274971 0.3077443
[1] 0.3337327 0.3131668Warning: Problem while computing `predicted = (predict.lm(m, data))`.
ℹ prediction from a rank-deficient fit may be misleading[1] 0.2236770 0.6028742
[1] 0.3172712 0.3133682print("lm.all, lm.nodict, lm.onlyothers, lm.onlyemotions, lm.onlywords, lm.bigrams, lm.words_bigrams, lm.topics, lm.interactions, lm.interactionswords")[1] "lm.all, lm.nodict, lm.onlyothers, lm.onlyemotions, lm.onlywords, lm.bigrams, lm.words_bigrams, lm.topics, lm.interactions, lm.interactionswords"Lasso prediction
lasso.pred1 <- predict(lasso.mod, s = cvfit$lambda.1se, newx = LargeX)
lasso.pred2<-as.data.frame(lasso.pred1)
data2<-data %>% mutate(id=1:58012)
lasso.pred2<-lasso.pred2 %>% mutate(id=1:58012)
data2 <-data2 %>% inner_join(lasso.pred2)Joining, by = "id"estimation <- sqrt(mean((data2[estimation_sample,]$Engagement - data2[estimation_sample,]$s1)^2))
test <- sqrt(mean((data2[test_sample,]$Engagement - data2[test_sample,]$s1)^2))
print(c(estimation,test))[1] 0.2552725 0.2357004print(c(estimation,test))[1] 0.2552725 0.2357004random forest prediction
pred.rf <- predict(rf, data)
pred.rf<-as.data.frame(pred.rf)
data2<-data %>% mutate(id=1:58012)
pred.rf<-pred.rf %>% mutate(id=1:58012)
data2 <-data2 %>% inner_join(pred.rf)Joining, by = "id"estimation <- sqrt(mean((data2[estimation_sample,]$Engagement - data2[estimation_sample,]$pred.rf)^2))
test <- sqrt(mean((data2[test_sample,]$Engagement - data2[test_sample,]$pred.rf)^2))
print(c(estimation,test))[1] 0.09174174 0.19776841#Estimation OOB
OOB <- sqrt(mean((data2$Engagement - data2$pred.rf)^2))
OOB[1] 0.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