Mood and calendar events dataset

Citation Author(s):
Naoki
Tateyama
Submitted by:
Naoki Tateyama
Last updated:
Thu, 02/24/2022 - 20:31
DOI:
10.21227/2wac-fr85
Data Format:
*.csv
License:
Creative Commons Attribution
663 Views
Categories:
Machine Learning
Keywords:
Affective computing, mood prediction, multitask learning, calendar events, personal informatics, self-reflection, stress, mental health
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Abstract 

This dataset maps mood to information about the events that influenced the mood. The dataset was obtained using a web-based data collection interface developed by us. The dataset consists of 5245 days of data from 134 participants in the experiment.

Instructions: 

# Dataset per day - event information - daily mood and events effect ## Event information in events.csv - user_id: number - start_time: string - end_time: string - category: string[] - effect: JSON ## Daily mood and events effect in moods.csv - user_id: number - date: string - mood: number - total_uplifting_effect_of_events: number - total_depressive_effect_of_events: number # How to construct dataset 1. For one mood data, there are some events in events.csv. 2. Search events using date information in mood data. 3. Event effects are stored in the event['effect']. Use 'date' as a key to access the JSON formatted event['effect'].

Comments

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Submitted by Lazar Gugleta on Thu, 05/19/2022 - 06:32

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Submitted by Vithu Priyanka ... on Tue, 09/20/2022 - 04:11

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Submitted by Alexey Nikitin on Mon, 11/07/2022 - 16:10

How do I access this dataset?

Submitted by Saurav Singh on Sun, 10/08/2023 - 08:09

How do I access this dataset?

Submitted by Saurav Singh on Sun, 10/08/2023 - 08:09

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