Table 1 Examples of hope and not hope tweets.

From: Multilingual hope speech detection from tweets using transfer learning models

Language

Tweets

Label

English

Even in the darkest times, there’s always a glimmer of hope. Keep believing, keep pushing, and never give up. Better days are coming!

Hope

It feels like things aren’t improving, and I’m not sure where this is all headed

Not hope

Urdu

زندگی میں مشکلات آئیں گی، مگر ہمیشہ امید رکھیں کہ حالات بہتر ہوں گے۔

Hope

English Translation

Challenges will come in life, but always keep hope that things will get better

یہ حالات کبھی نہیں بدلیں گے، کوشش کرنے کا کوئی فائدہ نہیں۔

Not hope

English Translation

These circumstances will never change, there is no point in trying