Two party Conversation with Emotional Footprint and Emotional Intensity

Published: 10 November 2023| Version 1 | DOI: 10.17632/fvfjp6n3x9.1
Contributors:
karthikeyan Jagadeesan,

Description

The dataset contains a total of 1857 tagged conversations, with data on the Emotional Footprint and Emotional Intensity noted for each party near the conclusion of the conversation. In the dataset, the first row contains the column headers, while each subsequent row represents data pertaining to an individual conversation. The column headers, specifically represented as {0: 34}, correspond to the utterance level emotions of each statement within a conversation. The values within these fields range from 0 to 6, and their corresponding emotional categories are as follows: 0: 'no emotion' 1: 'anger' 2: 'disgust' 3: 'fear' 4: 'happiness' 5: 'sadness' 6: 'surprise' The column labeled "conv_length" provides information about the length or duration of the given conversation. Columns "inform," "question," "directive," and "commissive" each represent the number of utterances within the conversation that fall into their respective categories.The Numbers indicates the count of no of utterances that fall under that category The column labeled "emotion_footprint_first_person" contains data related to the emotional footprint of the first person in the conversation. In this context, the "first person" refers to the individual who initiates or delivers the first utterance in the conversation. The column labeled "emotion_footprint_second_person" contains data related to the emotional footprint of the second person in the conversation. In this context, the "second person" refers to the individual who responds to the first person's utterance in the conversation The column titled "emotion_intensity_first_person" represents the intensity of emotion experienced by the first person in the conversation. This intensity measurement is a variation or refinement of the emotional footprint. If this column is blank for a particular data point, it implies that the emotional intensity is considered to be the same as the emotional footprint for that instance. In cases where it is not blank, it provides a more specific measure of the emotional intensity experienced by the first person The column labeled "emotion_intensity_second_person" represents the intensity of emotion experienced by the second person in the conversation. This intensity measurement is a refined version of the emotional footprint. If this column is left blank for a particular data point, it indicates that the emotional intensity is considered to be the same as the emotional footprint for that instance The column "conversation" contains the complete, unaltered conversation between the two parties, encompassing all their statements and interactions. The column "speaker1" contains the specific statements or utterances made by the first speaker within the conversation, focusing on their contributions. The column "speaker2" contains the specific statements or utterances made by the second speaker within the conversation, highlighting their contributions.

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Institutions

SRM University

Categories

Natural Language Processing, Emotion, Emotional Intelligence

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