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DATA IN THE STARS
KAREN LOPEZ, DATA ARCHITECT AND NASA DATANAUT
KAREN LOPEZ
Karen has 20+ years of data
and information
architecture experience on
large, multi-project
programs.
She wants you to love your
data.
My career over the years
Student
(Information
Systems)
Programmer
Information
Engineer
Methodologist Data Modeler Data Architect
Data Engineer Speaker/Trainer
Data
“Evangelist”
NASA Datanauts
NASA Program started in 2015 by the Chief Information
Officer of NASA
Focus was educating “citizen data scientists” on working
with Open Data and Open Science from space agencies.
Paused in 2020 because NASA got busy withArtemis
project
Now we work on the Space Apps Challenge
Artemis Program:
NASA Program to send
people back to the Moon
Artemis 1: uncrewed mission
Artemis 2: crewed around the Moon
Artemis 3: crewed to land
Artemis 4: will include ESA Astronaut
Artemis 5: will include ESA Astronaut
WHAT IS OPEN DATA?
And why do we want this?
OPEN DATA
Available and Accessible
Re-usable and Redistributable
Universal participation
https://okfn.org/en/library/what-is-
open/
OPEN DATA SAMPLES
EXTRA VEHICULAR ACTIVITY (US AND RUSSIA)
HTTPS://DATA.NASA.GOV/RAW-DATA/EXTRA-VEHICULAR-ACTIVITY-EVA-US-AND-RUSSIA/9KCY-ZWVN
SATELLITE SAR ALTIMETER PRODUCT_SEA FLOOR
MAPPING_OCEANIA_CRYOSAT
https://opensciencedata.esa.int/products/satellite-sar-altimeter-sea-floor-
cp4o/collection
DATA.NASA.GOV
ALL NASA OPEN DATASETS
Data Careers
Data Management
Body of Knowledge
From https://www.dama.org
Data Quality
Ensuring that data is:
• Accurate
• Current
• Used for the right purpose
• Complete
• Consistent with other data
• Compliant
Data
Modeling
and Design
Data
Architecture
Data Storage
and
Operations
Data Security
Data Integration and
Operability
How data flows from one
system to another
How data is transformed
How data is used
Document Management
Reference and Master Data
Data Warehouse
and Business
Intelligence
Bringing data
together to make
better decisions
Metadata
All the data about data!
Data Science
Using Artificial Intelligence to get more out of data
Data in the Stars
Data in the Stars
Data in the Stars

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Data in the Stars