Fairness linguistic sentiment

100.0% passed tests (96 passed / 0 failed).

Class Proportion Shift Difference Negative Sentiment

Shift in class proportions for negative sentiment for specific language - Average of the shift in class proportions for negative sentiment for all languages. The full expression leading to the test score is displayed in parentheses.

Threshold: 0.075

Data	anger	happiness	neutral	sadness
checklist-synth-1.0.0-words-in-context-de	-0.01 (-0.00 - 0.01)	0.02 (0.02 - -0.00)	-0.02 (-0.02 - -0.00)	0.01 (0.00 - -0.00)
checklist-synth-1.0.0-words-in-context-en	0.00 (0.01 - 0.01)	0.01 (0.01 - -0.00)	-0.00 (-0.00 - -0.00)	-0.01 (-0.01 - -0.00)
checklist-synth-1.0.0-words-in-context-es	0.00 (0.01 - 0.01)	-0.01 (-0.02 - -0.00)	-0.00 (-0.00 - -0.00)	0.01 (0.01 - -0.00)
checklist-synth-1.0.0-words-in-context-fr	-0.00 (0.01 - 0.01)	-0.01 (-0.01 - -0.00)	0.01 (0.01 - -0.00)	0.00 (-0.00 - -0.00)
checklist-synth-1.0.0-words-in-context-it	0.01 (0.02 - 0.01)	0.01 (0.00 - -0.00)	0.00 (0.00 - -0.00)	-0.02 (-0.02 - -0.00)
checklist-synth-1.0.0-words-in-context-ja	0.01 (0.02 - 0.01)	-0.00 (-0.00 - -0.00)	-0.00 (-0.01 - -0.00)	-0.00 (-0.01 - -0.00)
checklist-synth-1.0.0-words-in-context-pt	0.00 (0.01 - 0.01)	-0.01 (-0.01 - -0.00)	0.01 (0.01 - -0.00)	-0.01 (-0.02 - -0.00)
checklist-synth-1.0.0-words-in-context-zh	-0.02 (-0.01 - 0.01)	-0.00 (-0.01 - -0.00)	0.00 (0.00 - -0.00)	0.02 (0.02 - -0.00)
mean	-0.00	0.00	0.00	0.00

Class Proportion Shift Difference Neutral Sentiment

Shift in class proportions for neutral sentiment for specific language - Average of the shift in class proportions for neutral sentiment for all languages. The full expression leading to the test score is displayed in parentheses.

Threshold: 0.075

Data	anger	happiness	neutral	sadness
checklist-synth-1.0.0-words-in-context-de	0.05 (0.05 - -0.00)	-0.04 (-0.04 - -0.00)	-0.00 (-0.01 - -0.00)	-0.01 (0.00 - 0.01)
checklist-synth-1.0.0-words-in-context-en	-0.00 (-0.00 - -0.00)	-0.00 (-0.01 - -0.00)	0.01 (0.01 - -0.00)	-0.01 (0.00 - 0.01)
checklist-synth-1.0.0-words-in-context-es	-0.00 (-0.00 - -0.00)	0.00 (-0.00 - -0.00)	-0.01 (-0.01 - -0.00)	0.00 (0.01 - 0.01)
checklist-synth-1.0.0-words-in-context-fr	-0.01 (-0.02 - -0.00)	0.02 (0.02 - -0.00)	-0.01 (-0.01 - -0.00)	-0.00 (0.01 - 0.01)
checklist-synth-1.0.0-words-in-context-it	-0.01 (-0.02 - -0.00)	0.03 (0.03 - -0.00)	-0.04 (-0.04 - -0.00)	0.02 (0.03 - 0.01)
checklist-synth-1.0.0-words-in-context-ja	-0.03 (-0.04 - -0.00)	-0.03 (-0.04 - -0.00)	0.03 (0.03 - -0.00)	0.04 (0.04 - 0.01)
checklist-synth-1.0.0-words-in-context-pt	-0.01 (-0.01 - -0.00)	-0.01 (-0.02 - -0.00)	0.01 (0.01 - -0.00)	0.01 (0.02 - 0.01)
checklist-synth-1.0.0-words-in-context-zh	0.02 (0.02 - -0.00)	0.02 (0.02 - -0.00)	0.01 (0.01 - -0.00)	-0.05 (-0.04 - 0.01)
mean	0.00	-0.00	-0.00	-0.00

Class Proportion Shift Difference Positive Sentiment

Shift in class proportions for positive sentiment for specific language - Average of the shift in class proportions for positive sentiment for all languages. The full expression leading to the test score is displayed in parentheses.

Threshold: 0.075

Data	anger	happiness	neutral	sadness
checklist-synth-1.0.0-words-in-context-de	-0.01 (-0.02 - -0.01)	-0.01 (-0.00 - 0.00)	0.02 (0.02 - 0.00)	-0.00 (-0.00 - 0.00)
checklist-synth-1.0.0-words-in-context-en	-0.00 (-0.01 - -0.01)	-0.01 (-0.00 - 0.00)	-0.00 (-0.00 - 0.00)	0.01 (0.01 - 0.00)
checklist-synth-1.0.0-words-in-context-es	-0.00 (-0.01 - -0.01)	0.01 (0.02 - 0.00)	0.00 (0.01 - 0.00)	-0.02 (-0.02 - 0.00)
checklist-synth-1.0.0-words-in-context-fr	0.01 (0.00 - -0.01)	0.00 (0.01 - 0.00)	-0.01 (-0.01 - 0.00)	-0.00 (-0.00 - 0.00)
checklist-synth-1.0.0-words-in-context-it	-0.00 (-0.01 - -0.01)	-0.02 (-0.02 - 0.00)	0.02 (0.02 - 0.00)	0.01 (0.01 - 0.00)
checklist-synth-1.0.0-words-in-context-ja	0.00 (-0.01 - -0.01)	0.01 (0.02 - 0.00)	-0.01 (-0.00 - 0.00)	-0.01 (-0.01 - 0.00)
checklist-synth-1.0.0-words-in-context-pt	-0.00 (-0.01 - -0.01)	0.01 (0.01 - 0.00)	-0.02 (-0.02 - 0.00)	0.01 (0.01 - 0.00)
checklist-synth-1.0.0-words-in-context-zh	0.01 (0.01 - -0.01)	-0.01 (-0.00 - 0.00)	-0.01 (-0.01 - 0.00)	0.00 (0.00 - 0.00)
mean	0.00	-0.00	-0.00	0.00

Visualization