Simulated Falls and Daily Living Activities Data Set
Donated on 6/5/2018
20 falls and 16 daily living activities were performed by 17 volunteers with 5 repetitions while wearing 6 sensors (3.060 instances) that attached to their head, chest, waist, wrist, thigh and ankle.
Dataset Characteristics
Time-Series
Subject Area
Health and Medicine
Associated Tasks
Classification
Feature Type
Integer
# Instances
3060
# Features
138
Dataset Information
Additional Information
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Has Missing Values?
Yes
Variable Information
Provide information about each attribute in your data set.
Download
Install the ucimlrepo package
pip install ucimlrepo
Import the dataset into your code
View the full documentationfrom ucimlrepo import fetch_ucirepo # fetch dataset simulated_falls_and_daily_living_activities_data_set = fetch_ucirepo(id=455) # data (as pandas dataframes) X = simulated_falls_and_daily_living_activities_data_set.data.features y = simulated_falls_and_daily_living_activities_data_set.data.targets # metadata print(simulated_falls_and_daily_living_activities_data_set.metadata) # variable information print(simulated_falls_and_daily_living_activities_data_set.variables)
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Citation
Zdemir,Ahmet and Barshan,Billur. (2018). Simulated Falls and Daily Living Activities Data Set. UCI Machine Learning Repository. https://doi.org/10.24432/C52028.
BibTeX
@misc{misc_simulated_falls_and_daily_living_activities_data_set_455,
author = {Zdemir,Ahmet and Barshan,Billur},
title = {{Simulated Falls and Daily Living Activities Data Set}},
year = {2018},
howpublished = {UCI Machine Learning Repository},
note = {{DOI}: https://doi.org/10.24432/C52028}
}Creators
Ahmet Zdemir
Billur Barshan
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.