From: Automatic extraction of informal topics from online suicidal ideation
Risk factor | Cluster 1 | Cluster 2 | Cluster 3 | Cluster 4 | Cluster 5 |
---|---|---|---|---|---|
Bullying (8) | hit (5372) | against (3612) | mad (2645) | physically (3458) | started (21893)* |
turned (5016) | abuse (2218) | threatened (1054) | emotionally (2451) | high school (8846) | |
broke (4541) | involved (1606) | fights (740) | bullied (2375) | hated (3034)* | |
throw (2145) | behavior (923) | yelling (560)* | treated (2183) | dropped out (1830)* | |
beat (2132)* | rape (767)* | bully (455)* | raped (1625)* | bullying (1005)* | |
Depressive feelings (10) | very (33446) | feel (125439) | no (109179) | happiness (5251) | into (32556) |
depressed (20645) | am (114263) | any (50721) | sense (5040) | fall (22057) | |
become (9027) | feeling (26390) | real (12766) | sort (4433) | down (3249) | |
angry (5752) | alone (25203) | future (10001) | lack (3606) | slowly (3151) | |
extremely (4807) | sad (10933) | experience (5321) | desire (2629) | deep (2733) | |
Depressive symptoms (9) | these (16523) | day (36329) | room (8007) | pain (21604) | chest (2843) |
thoughts (13084) | days (14379) | crying (7023) | fear (6492) | stomach (1543) | |
feelings (7829) | sleep (13630) | cried (2405) | constant (3805) | heavy (1047) | |
suicidal thoughts (5999) | hours (10181) | tears (2356)* | sadness (2810) | panic attack (989) | |
emotions (3258) | cry (7077) | screaming (1551)* | guilt (2749) | panic (983) | |
Drug Abuse (3) | pills (6482) | medication (5829) | drugs (5581) | ||
bottle (2204) | meds (4811) | drunk (4560) | |||
overdose (1451) | medicine (1537) | drinking (3660) | |||
sleeping pills (1036) | antidepressants (1432) | alcohol (3006) | |||
xanax (729)* | mg (1211) | weed (1423)* | |||
Family violence and discord (1) | father (9207) | ||||
kids (6564) | |||||
child (5125) | |||||
abusive (2063) | |||||
divorce (1508)* | |||||
Gun ownership (0) | |||||
Impulsivity (0) | |||||
Prior suicide attempt (3) | since (32577) | hospital (8014) | |||
past (17510) | admitted (1339) | ||||
suicidal (15001) | er (1121) | ||||
times (10523)* | hospitalized (1049)* | ||||
attempt (4238)* | committed (792)* | ||||
Psychological disorders (6) | depression (26860) | therapist (6517) | problems (12848) | tried (30016) | results (836) |
anxiety (10311) | doctor (5205) | due (7429) | therapy (6619) | combination (513) | |
diagnosed (3905) | psychiatrist (3084) | issues (5561) | doctors (2947) | ect (461) ‡ | |
bipolar (1964) | treatment (1861) | stress (4894) | several (2791) | levels (455) | |
social anxiety (1810) | mental health (1680) | emotional (2733) | medications (1264) | hormones (422) | |
Self-harm (2) | cut (7379) | body (7210) | |||
cutting (3095) | heart (5707) | ||||
knife (2143) | blood (1618)* | ||||
wrists (1392) | burn (697)* | ||||
scars (1016)* | tear (562)* | ||||
Suicide around individual (1) | family (41145) † | ||||
parents (30890) | |||||
kill herself (1327)* | |||||
kill himself (1064)* | |||||
committed suicide (971)* | |||||
Suicide ideation (8) | thought (30326) | hanging (3298) | head (13150) | edge (2508) | plan (6527) |
suicide (25416) | hang (2736) | gun (4240) | near (2191) | easy (5018) | |
thinking (20582) | rope (1836) | hand (3929) | jump (2177) | option (2907) | |
mind (15745) | neck (1598) | pull (2406) | bridge (1764) | method (1576) | |
killing myself (8223) | noose (811) | trigger (1577) | building (1684) | quick (1559) | |
Other important (23) | stupid (11266) | money (18076) | died (5854) | nice (7526) | girl (15934) |
such (11259) | pay (6742) | cancer (1974) | perfect (3430) | relationship (11081) | |
man (6788) | debt (3360) | killed (1449) | beautiful (3388) | guy (10570) | |
failure (6169) | cant afford (2526) | disease (995) | strong (3303)* | loved (8486)* | |
selfish (5821) | rent (2136) | brain damage (216)* | smart (2577)* | broke up (4120)* | |
Accessory (26) | eat (4649) | internet (3720) | bought (1799) | years (41839) | phone (4797) |
food (3724) | music (3034) | clothes (1348) | year (22996) | online (4081) | |
buy (2794) | watch (2706) | bag (687) | two (17720) | text (3848) | |
water (1440) | computer (2481) | table (683) | months (13798) | contact (3480) | |
pack (522)* | game (2426) | laptop (646) | week (13076) | message (2318) |