Lowenberg Making Data Count
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Transcript of Lowenberg Making Data Count
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Team
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Stephen Abrams
California Digital Library
Amber Budden
DataONE
Trisha Cruse
DataCite
Martin Fenner
DataCite
Kristian Garza
DataCite
Matt Jones
DataONE
Dave Vieglais
DataONE
In partnership with:
Lorraine Estelle, Project COUNTER
Paul Needham, Project COUNTER
Daniella Lowenberg
California Digital Library
John Chodacki
California Digital Library
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History & Project Goals
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Making Data
Count
2014 - 2015
▪2014 - 2015
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science
metadatascience data
figuressoftware
documents
used
generated
derived
from
science datascience data
Data Package
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“
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Making Data
Count 2016
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Journal Articles
Currency of research
ALMS (Citations, Views,
Downloads)
…but data play a larger role in the research process!
Data Publication
1st class scholarly object
No current infrastructure or
community best practice
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Make Data Count
2017 - 2019
1. Formal recommendation for measuring data usage
2. Develop Hub for all Data Level Metrics (DLM)
3. Make usage tracking easier
4. Drive adoption by showing how it can be done
(easily)
5. Engage across all research communities
6. Iterate!
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Data Level Metrics
Landscape Survey
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Groups We
Talked WithConsortiaManager
CSIR
DataMap
Elsevier
EMBL/EBI
GigaScience
LSAP
Netherlands Institute of Ecology
RAMP Project
USDA
University of Wisconsin
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What We Need
A better system
to monitor and track
usage & impact
metrics
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Counter Code of Practice for Research Data
Metrics for research data allow data repositories,
libraries, funders, and other stakeholders to
understand and demonstrate the value of research
data
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Citations Usage Social Media
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Why Are Usage
Metrics Different
for Research
Data?
Use cases: no need to track access by institution
(subscriptions), as most research data are freely
available
Granularity: datasets frequently include many
individual files, and are aggregated, merged and split
Versions: research data frequently have many
versions
Non-human users: Scripts and other automated tools
are frequently used to fetch research data
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Log-files Double clicks User agents
Counts Data volume
Processing
Reporting
Metric Types Access Methods Sessions
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Advisory Group ▪ Phil Bourne (UVA)
▪ Rodrigo Costas (Leiden University)
▪ Josh Greenberg (Sloan Foundation)
▪ Heather Joseph (SPARC)
▪ Jennifer Lin (CrossRef)
▪ Mark Parsons (Rensselaer Polytechnic
Institute)
▪ Carly Strasser (Coko)
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Ways to
Get InvolvedCOUNTER Code of Practice for Research Data
• Please provide feedback!
• Preprint Winter, 2017
Data Metrics Landscape and Early Adopters Survey
• Repositories interested in implementing DLMs
• Community Outreach
Conferences & MDC Roadmap
Github
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We need your help to make this a
success
https://makedatacount.org
@MakeDataCount