Emotions

Emotions Object

KEY	TYPE	DESCRIPTION
subsentences	list of Subsentences Emotions Element Object	Source of all emotions elements divided by subsentences
elements	list of Emotions Element Object	Specific source for all emotion elements in the sentence
values	Emotions Values Object	normalized total values for emotion

Emotions values are available at the following levels of granularity: sentence, subsentence and element.

Emotions Subsentences Object

KEY	TYPE	DESCRIPTION
sentence	string	Source of all emotions elements divided by subsentences
start_id	int	Id of the first token of the subsentence
end_id	int	Id of the last token of the subsentence
elements	list of Emotions Element Objets	Specific source for all emotion elements in the subsentence
values	Emotions Values Object	normalized values for emotion of subsentence

Emotions Element Object

KEY	TYPE	DESCRIPTION	CONSTRAINTS
source	index	int	Index of the source word for this element
-	lemma	string	source's lemma
-	lemma	string	source's source
subject	index	int	Index of the subject for this element
-	lemma	string	subject's lemma
-	source	string	subject's source
target	index	int	Index of the target for this element
-	lemma	string	target's lemma
-	source	string	target's source
type	-	string	Type of emotion
value	-	float	Indice of the emotion

Subject is the word which represents the subject of the action

Source is the word which conveys the emotion

Target is the word which represents the target of the emotion

Emotions Values Object

KEY	TYPE	DESCRIPTION	CONSTRAINTS
happiness	float	normalized total	0 <= happiness < 1
sadness	float	normalized total	0 <= sadness < 1
anger	float	normalized total	-1 < anger < 1
surprise	float	normalized total	-1 < surprise < 1
disgust	float	normalized total	-1 < disgust < 1
fear	float	normalized total	-1 < fear < 1

Values are calculated by using emotion elements objects. Values are normalized to stay in the the [-1 : 1] interval between element, subsentence and sentence level therefore comparisons should be made made with elements of the same depth.

import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem';

{
    "elements": [
        {
            "source": {
                "index": 1,
                "lemma": "aimer",
                "source": "aime"
            },
            "subject": {
                "index": 0,
                "lemma": "il",
                "source": "elle"
            },
            "target": {
                "index": 3,
                "lemma": "chien",
                "source": "chiens"
            },
            "type": "happiness",
            "value": 0.46
        }
    ],
    "values": {
        "anger": 0,
        "disgust": 0,
        "fear": 0,
        "happiness": 0.17,
        "sadness": 0,
        "surprise": 0
    },
    "subsentences": {
        "sentence": "elle aime les chiens",
        "start_id": 0,
        "end_id": 3,
        "elements": [
            {
                "source": {
                    "index": 1,
                    "lemma": "aimer",
                    "source": "aime"
                },
                "subject": {
                    "index": 0,
                    "lemma": "il",
                    "source": "elle"
                },
                "target": {
                    "index": 3,
                    "lemma": "chien",
                    "source": "chiens"
                },
                "type": "happiness",
                "value": 0.46
            }
        ],
        "values": {
                "negative": 0,
                "positive": 0.27,
                "total": 0.27
        }
    }
}

</TabItem> <TabItem value="json" label="JSON">

{
	"elements": [
		{
			"source": {
				"index": 1,
				"lemma": "aimer",
				"source": "aime"
			},
			"subject": {
				"index": 0,
				"lemma": "il",
				"source": "elle"
			},
			"target": {
				"index": 3,
				"lemma": "chien",
				"source": "chiens"
			},
			"type": "happiness",
			"value": 0.46
		}
	],
	"values": {
		"anger": 0,
		"disgust": 0,
		"fear": 0,
		"happiness": 0.17,
		"sadness": 0,
		"surprise": 0
	},
	"subsentences": {
		"sentence": "elle aime les chiens",
		"start_id": 0,
		"end_id": 3,
		"elements": [
			{
				"source": {
					"index": 1,
					"lemma": "aimer",
					"source": "aime"
				},
				"subject": {
					"index": 0,
					"lemma": "il",
					"source": "elle"
				},
				"target": {
					"index": 3,
					"lemma": "chien",
					"source": "chiens"
				},
				"type": "happiness",
				"value": 0.46
			}
		],
		"values": {
			"negative": 0,
			"positive": 0.27,
			"total": 0.27
		}
	}
}

</TabItem> </Tabs>