Data Cleaning Strategies for Passive Sensing and Sleep Diary Integration: A Step-by-Step Guide with Real Examples

This project contains a step-by-step guide for cleaning and integrating Fitbit-derived sleep data with daily sleep diaries

Publication Details

Journal
OSF Preprints (OSF Preprints)
Published
2025-01-01
DOI
https://doi.org/10.17605/osf.io/3xrwv
Primary Topic
Context-Aware Activity Recognition Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Data Cleaning Strategies for Passive Sensing and Sleep Diary Integration: A Step-by-Step Guide with Real Examples

OSF Preprints (OSF Preprints)
Context-Aware Activity Recognition Systems
article

Data Cleaning Strategies for Passive Sensing and Sleep Diary Integration: A Step-by-Step Guide with Real Examples

article en

Abstract

This project contains a step-by-step guide for cleaning and integrating Fitbit-derived sleep data with daily sleep diaries

OSF Preprints (OSF Preprints)
Openalex Percentile: Top 51%
Context-Aware Activity Recognition Systems
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Data Cleaning Strategies for Passive Sensing and Sleep Diary Integration: A Step-by-Step Guide with Real Examples · OSF Preprints (OSF Preprints) (2025) | TGRS Research Map | TGRS