Table 4.

Regression results (adjusted R²=0.04852).

Variable	Beta	Standard error	t value (df)a	P value
Constant	–1994	282	–7.08	<.001
Topic 1	1025	218	4.695	<.001
Topic 2	711	127	5.615	<.001
Topic 4	1833	145	12.651	<.001
Topic 5	475	196	2.426	.015
Topic 6	–512	171	–2.994	.003
Topic 7	1024	122	8.42	<.001
Topic 10	616	114	5.388	<.001
Topic 12	184	124	1.487	.14
Topic 13	375	181	2.072	.04
Anger	54	15	3.512	<.001
Joy	53	14	3.66	<.001
Surprise	–50	20	–2.551	.01
Sadness	38	13	2.828	.005
Disgust	–24	15	–1.603	.11
Social media users	22	4	5.112	<.001
Population	0.000018	0.000001	9.393	<.001

^adf=10,254.