Table 3.

(Statistically significant) treatment tokens obtained via propensity score matching that contribute to increased change in likelihood of posting in SW.

treat. token	count	coverage	treat. effect	z	χ2	treat. token	count	coverage	treat. effect	z	χ2
depression	318	0.901	0.3	8.04	7.78	money_i	35	0.801	0.52	5.89	3.96
useless	53	0.801	0.51	7.05	6.53	out_as	34	0.701	0.53	5.89	4.76
suicide	143	1	0.32	6.66	5.03	this_happened	35	0.901	0.51	5.89	3.72
anxiety	216	1	0.24	6.56	4.11	this_world	37	0.8	0.5	5.88	4.17
suicidal	111	0.9	0.34	6.56	5.37	over_i	35	0.901	0.51	5.86	3.58
i_almost	40	0.901	0.52	6.44	4.22	still_a	36	0.7	0.51	5.85	4.68
and_an	45	0.7	0.51	6.4	6.15	off_a	35	0.801	0.51	5.85	4.24
medicine	41	0.8	0.52	6.38	4.86	loneliness	37	0.8	0.5	5.84	3.99
unless_i	38	0.9	0.53	6.36	4.47	class_and	34	0.901	0.52	5.84	3.39
hug	42	0.8	0.52	6.36	4.9	alone_i	77	1	0.34	5.84	3.91
they_didn	42	0.801	0.51	6.33	4.72	am_the	31	0.8	0.54	5.82	3.77
take_me	40	0.9	0.52	6.32	4.33	care_i	34	0.701	0.52	5.79	4.59
and_give	42	0.8	0.51	6.23	4.61	giving_me	35	0.701	0.51	5.79	4.71
shirt	37	0.8	0.53	6.22	4.62	they_get	34	0.9	0.51	5.79	3.43
happy_i	37	1	0.52	6.21	3.59	capable	37	0.801	0.49	5.79	4.05
i_talk	41	0.8	0.51	6.2	4.81	keep_in	33	0.9	0.52	5.77	3.44
locked	39	0.8	0.51	6.17	4.64	the_amount	33	0.801	0.52	5.76	3.9
can_t	557	0.901	0.22	6.14	4.44	hate_it	38	0.7	0.48	5.76	4.37
people_on	40	0.801	0.5	6.12	4.53	socially	33	0.801	0.51	5.75	4.35
do_for	37	0.801	0.52	6.11	4.26	increase	34	0.901	0.51	5.75	3.36
problems_i	38	0.8	0.51	6.08	4.83	t_keep	33	0.901	0.52	5.75	3.56
anyone_i	37	0.701	0.51	6.07	5.36	just_in	34	0.9	0.51	5.73	3.28
thoughts_and	36	0.801	0.53	6.07	4.35	picked_up	35	0.801	0.5	5.73	3.95
ve_started	36	0.9	0.52	6.04	3.92	t_help	129	0.9	0.28	5.71	3.49
stuck_in	39	0.701	0.5	6	4.66	no_real	35	0.801	0.5	5.71	3.82
no_friends	37	0.9	0.51	6	3.85	alone	286	0.9	0.19	5.71	3.21
but_only	37	0.9	0.51	5.98	3.96	existing	36	0.8	0.49	5.71	3.84
have_nothing	36	0.901	0.51	5.98	3.41	an_idiot	34	0.7	0.51	5.71	4.47
require	36	0.9	0.52	5.97	3.94	just_trying	32	0.8	0.52	5.7	3.88
would_get	38	0.8	0.5	5.96	4.24	t_deserve	33	0.9	0.51	5.7	3.43
but_can	34	0.9	0.52	5.95	3.69	depressive	32	0.801	0.52	5.69	3.79
been_there	36	0.901	0.51	5.95	3.87	can_give	34	0.801	0.51	5.69	3.77
who_don	36	0.8	0.51	5.92	4.45	friends	502	1	0.17	5.69	2.83
world_of	35	0.901	0.52	5.92	3.67	end_i	33	0.9	0.51	5.68	3.52
kills	34	0.701	0.53	5.9	4.67	existence	35	0.801	0.5	5.68	3.89