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
Has Missing Values?
Yes
Dataset Files
| File | Size |
|---|---|
| Tests.rar | 1.2 GB |
| Information.pdf | 190.9 KB |
Download (1.2 GB)
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, A. & Barshan, B. (2014). Simulated Falls and Daily Living Activities Data Set [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C52028.
Style:
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.