Science Score: 54.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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✓Academic publication links
Links to: zenodo.org -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.4%) to scientific vocabulary
Keywords
Repository
Mock Features pipeline
Basic Info
Statistics
- Stars: 3
- Watchers: 3
- Forks: 0
- Open Issues: 0
- Releases: 1
Topics
Metadata Files
README.md
mock-features
Mock Features pipeline
A example pipeline ilustrative of loading RADAR-data and generating some simple features from this.
mock-features
Mock Features pipeline
Description
This Mock pipeline downloads the data from the mockdata repository and saves it as a submodule. mockfeatures pipeline uses this mock data to calculate mock features for illustrative purposes.
Data
The data is stored as .csv.gz. format, which the I/O module reads and convert into a Spark DataFrame for further processing.
Features
PhoneBatteryChargingDuration
The duration of the phone battery charging every day by each user
StepCountPerDay
The number of steps per day taken by each user.
Mock Output
The output is 2 csv filesphone_battery_charging_duration.csv and step_count_per_day.csv.
Owner
- Name: RADAR-base Analytics
- Login: RADAR-base-Analytics
- Kind: organization
- Email: radar-base@kcl.ac.uk
- Website: https://github.com/RADAR-base/radarpipeline
- Twitter: radar_base
- Repositories: 4
- Profile: https://github.com/RADAR-base-Analytics
A catalogue of data processing and analysis pipelines for the RADAR-base mobile health project (see https://github.com/RADAR-base/radarpipeline)
Citation (CITATION.cff)
cff-version: 1.2.0 message: "If you use this software, please cite it as below." authors: - family-names: "Sankesara" given-names: "Heet" orcid: "https://orcid.org/0000-0002-9126-5615" - family-names: "Patel" given-names: "Pushkar" orcid: "https://orcid.org/0000-0003-3410-8856" - family-names: "Folarin" given-names: "Amos" orcid: "https://orcid.org/0000-0002-0333-1927" title: "Mock Features" version: 1.0.0 doi: 10.5281/zenodo.7248672 date-released: 2022-10-25 url: "https://github.com/RADAR-base-Analytics/mockfeatures"