Table 5.
Unigram | |||||||||
---|---|---|---|---|---|---|---|---|---|
Experiment 1 | Experiment 2 | Combined | |||||||
High Confidence | Medium Confidence | z | High Confidence | Medium Confidence | z | Weighted z | p-value | Adj. p value | |
but | 7 | 28 | −3.55 | 7 | 29 | −3.67 | −5.10 | 0.000 | 0.000 |
medium | 0 | 5 | −2.24 | 0 | 8 | −2.83 | −3.58 | 0.000 | 0.021 |
so | 6 | 10 | −1.00 | 10 | 27 | −2.79 | −2.96 | 0.003 | 0.079 |
not | 65 | 80 | −1.25 | 45 | 79 | −3.05 | −2.93 | 0.003 | 0.079 |
the | 35 | 68 | −3.25 | 46 | 54 | −0.80 | −2.89 | 0.004 | 0.079 |
sure | 10 | 19 | −1.67 | 7 | 18 | −2.20 | −2.70 | 0.007 | 0.121 |
cannot | 2 | 11 | −2.50 | 1 | 2 | −0.58 | −2.56 | 0.010 | 0.150 |
familiar | 2 | 7 | −1.67 | 0 | 5 | −2.24 | −2.54 | 0.011 | 0.150 |
I | 126 | 155 | −1.73 | 131 | 160 | −1.70 | −2.42 | 0.015 | 0.188 |
possible | 0 | 5 | −2.24 | 1 | 3 | −1.00 | −2.37 | 0.018 | 0.198 |
it | 44 | 47 | −0.31 | 38 | 63 | −2.49 | −2.06 | 0.040 | 0.324 |
many | 0 | 1 | −1.00 | 1 | 6 | −1.89 | −2.01 | 0.044 | 0.340 |
just | 6 | 7 | −0.28 | 2 | 11 | −2.50 | −1.96 | 0.050 | 0.342 |
think | 11 | 11 | 0.00 | 6 | 19 | −2.60 | −1.95 | 0.051 | 0.342 |
some | 1 | 5 | −1.63 | 2 | 5 | −1.13 | −1.92 | 0.054 | 0.342 |
am | 19 | 28 | −1.31 | 17 | 26 | −1.37 | −1.90 | 0.058 | 0.342 |
all | 11 | 5 | 1.50 | 7 | 2 | 1.67 | 2.12 | 0.034 | 0.295 |
definitely | 6 | 0 | 2.45 | 3 | 2 | 0.45 | 2.17 | 0.030 | 0.285 |
have | 28 | 22 | 0.85 | 43 | 25 | 2.18 | 2.26 | 0.024 | 0.243 |
remembered | 5 | 1 | 1.63 | 11 | 2 | 2.50 | 2.95 | 0.003 | 0.079 |
Bigrams | |||||||||
---|---|---|---|---|---|---|---|---|---|
Experiment 1 | Experiment 2 | Combined | |||||||
High Confidence | Medium Confidence | z | High Confidence | Medium Confidence | z | Weighted z | p-value | Adj. p value | |
am not | 1 | 12 | −3.05 | 1 | 10 | −2.71 | −4.08 | 0.000 | 0.009 |
not sure | 0 | 6 | −2.45 | 1 | 9 | −2.53 | −3.43 | 0.001 | 0.065 |
word but | 0 | 9 | −3.00 | 2 | 6 | −1.41 | −3.18 | 0.001 | 0.070 |
but I | 3 | 12 | −2.32 | 4 | 13 | −2.18 | −3.17 | 0.002 | 0.070 |
it was | 5 | 10 | −1.29 | 3 | 15 | −2.83 | −3.00 | 0.003 | 0.100 |
sure if | 0 | 6 | −2.45 | 0 | 3 | −1.73 | −2.97 | 0.003 | 0.100 |
but it | 0 | 4 | −2.00 | 0 | 4 | −2.00 | −2.83 | 0.005 | 0.120 |
medium confidence | 0 | 4 | −2.00 | 0 | 4 | −2.00 | −2.83 | 0.005 | 0.120 |
or not | 0 | 4 | −2.00 | 0 | 3 | −1.73 | −2.64 | 0.008 | 0.175 |
there is | 0 | 3 | −1.73 | 0 | 3 | −1.73 | −2.45 | 0.014 | 0.224 |
but there | 0 | 2 | −1.41 | 0 | 4 | −2.00 | −2.42 | 0.015 | 0.224 |
just do | 0 | 2 | −1.41 | 0 | 4 | −2.00 | −2.42 | 0.015 | 0.224 |
possible that | 0 | 4 | −2.00 | 0 | 2 | −1.41 | −2.42 | 0.015 | 0.224 |
so I | 4 | 8 | −1.15 | 8 | 18 | −1.96 | −2.26 | 0.024 | 0.275 |
is why | 0 | 2 | −1.41 | 0 | 3 | −1.73 | −2.23 | 0.026 | 0.275 |
as a | 0 | 3 | −1.73 | 0 | 2 | −1.41 | −2.23 | 0.026 | 0.275 |
before but | 0 | 3 | −1.73 | 0 | 2 | −1.41 | −2.23 | 0.026 | 0.275 |
the meaning | 0 | 3 | −1.73 | 0 | 2 | −1.41 | −2.23 | 0.026 | 0.275 |
is possible | 0 | 4 | −2.00 | 0 | 1 | −1.00 | −2.18 | 0.029 | 0.290 |
if I | 2 | 9 | −2.11 | 5 | 9 | −1.07 | −2.14 | 0.032 | 0.290 |
I just | 1 | 3 | −1.00 | 1 | 6 | −1.89 | −2.14 | 0.033 | 0.290 |
however I | 1 | 4 | −1.34 | 0 | 3 | −1.73 | −2.04 | 0.041 | 0.290 |
chance I | 0 | 2 | −1.41 | 0 | 2 | −1.41 | −2.00 | 0.046 | 0.290 |
not know | 0 | 2 | −1.41 | 0 | 2 | −1.41 | −2.00 | 0.046 | 0.290 |
not positive | 0 | 2 | −1.41 | 0 | 2 | −1.41 | −2.00 | 0.046 | 0.290 |
could have | 0 | 2 | −1.41 | 1 | 5 | −1.63 | −2.00 | 0.046 | 0.290 |
I cannot | 2 | 8 | −1.90 | 1 | 2 | −0.58 | −1.98 | 0.047 | 0.290 |
feel that | 0 | 1 | −1.00 | 0 | 3 | −1.73 | −1.96 | 0.050 | 0.290 |
it could | 0 | 1 | −1.00 | 0 | 3 | −1.73 | −1.96 | 0.050 | 0.290 |
number of | 0 | 1 | −1.00 | 0 | 3 | −1.73 | −1.96 | 0.050 | 0.290 |
it or | 0 | 3 | −1.73 | 0 | 1 | −1.00 | −1.96 | 0.050 | 0.290 |
am confident | 1 | 0 | 1.00 | 3 | 0 | 1.73 | 1.96 | 0.050 | 0.290 |
and it | 1 | 0 | 1.00 | 3 | 0 | 1.73 | 1.96 | 0.050 | 0.290 |
have no | 0 | 1 | −1.00 | 9 | 2 | 2.11 | 2.01 | 0.044 | 0.290 |
at all | 8 | 3 | 1.51 | 5 | 1 | 1.63 | 2.11 | 0.035 | 0.290 |
and I | 9 | 5 | 1.07 | 13 | 5 | 1.89 | 2.14 | 0.032 | 0.290 |
I definitely | 6 | 0 | 2.45 | 0 | 1 | −1.00 | 2.25 | 0.024 | 0.275 |
all I | 4 | 0 | 2.00 | 2 | 0 | 1.41 | 2.42 | 0.015 | 0.224 |
have remembered | 5 | 1 | 1.63 | 10 | 2 | 2.31 | 2.80 | 0.005 | 0.120 |
would have | 14 | 3 | 2.67 | 24 | 10 | 2.40 | 3.34 | 0.001 | 0.065 |
Trigrams | |||||||||
---|---|---|---|---|---|---|---|---|---|
Experiment 1 | Experiment 2 | Combined | |||||||
High Confidence | Medium Confidence | z | High Confidence | Medium Confidence | z | Weighted z | p-value | Adj. p value | |
I am not | 1 | 11 | −2.89 | 1 | 10 | −2.71 | −3.96 | 0.000 | 0.016 |
this word but | 0 | 7 | −2.65 | 0 | 2 | −1.41 | −2.93 | 0.003 | 0.234 |
am not sure | 0 | 4 | −2.00 | 1 | 7 | −2.12 | −2.79 | 0.005 | 0.234 |
not sure if | 0 | 4 | −2.00 | 0 | 3 | −1.73 | −2.64 | 0.008 | 0.265 |
but I am | 0 | 7 | −2.65 | 1 | 1 | 0.00 | −2.54 | 0.011 | 0.287 |
there is a | 0 | 3 | −1.73 | 0 | 3 | −1.73 | −2.45 | 0.014 | 0.287 |
just do not | 0 | 2 | −1.41 | 0 | 4 | −2.00 | −2.42 | 0.015 | 0.287 |
medium confidence level | 0 | 4 | −2.00 | 0 | 2 | −1.41 | −2.42 | 0.015 | 0.287 |
not think I | 1 | 0 | 1.00 | 0 | 6 | −2.45 | −2.25 | 0.024 | 0.357 |
that it was | 0 | 3 | −1.73 | 1 | 5 | −1.63 | −2.24 | 0.025 | 0.357 |
word but it | 0 | 2 | −1.41 | 0 | 3 | −1.73 | −2.23 | 0.026 | 0.357 |
it is possible | 0 | 4 | −2.00 | 0 | 1 | −1.00 | −2.18 | 0.029 | 0.357 |
sure if I | 0 | 4 | −2.00 | 0 | 1 | −1.00 | −2.18 | 0.029 | 0.357 |
think I saw | 1 | 1 | 0.00 | 0 | 5 | −2.24 | −2.08 | 0.038 | 0.357 |
is why I | 0 | 2 | −1.41 | 0 | 2 | −1.41 | −2.00 | 0.046 | 0.357 |
I just do | 0 | 1 | −1.00 | 0 | 3 | −1.73 | −1.96 | 0.050 | 0.357 |
the list but | 0 | 1 | −1.00 | 0 | 3 | −1.73 | −1.96 | 0.050 | 0.357 |
the word but | 0 | 1 | −1.00 | 0 | 3 | −1.73 | −1.96 | 0.050 | 0.357 |
remember this word | 2 | 6 | −1.41 | 0 | 3 | −1.73 | −1.93 | 0.053 | 0.357 |
and I think | 3 | 0 | 1.73 | 1 | 0 | 1.00 | 1.96 | 0.050 | 0.357 |
I am confident | 1 | 0 | 1.00 | 3 | 0 | 1.73 | 1.96 | 0.050 | 0.357 |
I have no | 0 | 1 | −1.00 | 9 | 2 | 2.11 | 2.01 | 0.044 | 0.357 |
it would have | 3 | 0 | 1.73 | 2 | 0 | 1.41 | 2.23 | 0.026 | 0.357 |
at all I | 4 | 0 | 2.00 | 2 | 0 | 1.41 | 2.42 | 0.015 | 0.287 |
word I am | 4 | 0 | 2.00 | 3 | 0 | 1.73 | 2.64 | 0.008 | 0.265 |
would have remembered | 5 | 1 | 1.63 | 10 | 2 | 2.31 | 2.80 | 0.005 | 0.234 |
I would have | 7 | 2 | 1.67 | 19 | 6 | 2.60 | 3.01 | 0.003 | 0.234 |