TensiStrength: Stress and relaxation magnitude detection for social media texts.

•An algorithm, TensiStrength, is introduced to detect stress and relaxation strength in social web texts.•TensiStrength detects stress and relaxation strength in tweets with a significant agreement rate with human judgements.•Human annotated corpora and associated resources are introduced for the stress and relaxation strength detection task.