Table 1 Sample of the training set.

From: A pre-protective objective in mining females social contents for identification of early signs of depression using soft computing deep framework

Id

Date

Username

Description

Status

22

Sat April 10 16:28:22 UTC 2019

micheal05

I’m very happy today #FUNNY

Negative

51

Mon May 1 22:11:11 UTC 2019

Sonda86

I’m depressed, I want to be lonely,

Positive

44

Sat April 10 16:28:22 UTC 2019

JackppiK

my heart is broken, I forget forever my husband

Positive

31

Thu April 20 23:10:18 UTC 2019

micheal05

I want to fly with my love @kiyt

Negative