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--- |
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license: mit |
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tags: |
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- infinite-dataset-hub |
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- synthetic |
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--- |
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# BedtimePatterns |
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tags: habit, analysis, clustering) - Dataset detailing various bedtime habits for clustering analysis |
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_Note: This is an AI-generated dataset so its content may be inaccurate or false_ |
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**Dataset Description:** |
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The 'BedtimePatterns' dataset is designed to assist machine learning practitioners in understanding and analyzing different bedtime habits across a diverse population. It includes information that can be used for clustering analysis to discover patterns and correlations in sleep behaviors. |
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**CSV Content Preview:** |
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``` |
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id,participant_id,age,gender,bedtime_habit,bedtime_consistency,wake_up_time,sleep_quality,activity_before_bed,screen_time_before_bed,sleep_duration,sleep_issues,labels |
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1,001,29,Female,Reading,High,6:30 AM,Excellent,No,20 mins,8 hours,None,Relaxation_Enthusiast |
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2,002,42,Male,Watching TV,Low,7:45 AM,Poor,Yes,1 hour,6 hours,Insomnia,Night_Owl |
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3,003,35,Female,Listening to Music,Medium,6:15 AM,Good,No,30 mins,7 hours,None,Sound_Sleeper |
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4,004,27,Male,Meditating,High,5:30 AM,Excellent,Yes,0 mins,9 hours,None,Mindfulness_Practitioner |
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5,005,31,Female,Exercising,Low,8:00 AM,Fair,Yes,1.5 hours,5 hours,Sleep Apnea,Exercise_Avoidant |
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``` |
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**Source of the data:** |
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The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'sleep': |
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- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=sleep&dataset=BedtimePatterns&tags=habit,+analysis,+clustering)+-+Dataset+detailing+various+bedtime+habits+for+clustering+analysis |
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- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct |
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- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub |
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