Joseph Karpinski
@josephkarpinski.bsky.social
Let’s do a quick look at galaxy NGC 7479
skyserver.sdss.org/dr17/VisualT...
portal.nersc.gov/project/cosm...
esahubble.org/images/archi...
atlas.obs-hp.fr/hyperleda/le...
sga.legacysurvey.org?galaxy__matc...
skyserver.sdss.org/dr17/VisualT...
portal.nersc.gov/project/cosm...
esahubble.org/images/archi...
atlas.obs-hp.fr/hyperleda/le...
sga.legacysurvey.org?galaxy__matc...
May 19, 2025 at 2:49 AM
A few more screenshots
March 21, 2025 at 2:43 PM
A few more screenshots
More screenshots
March 21, 2025 at 2:42 PM
More screenshots
DESI DR1
Let’s use NoirLab Astro DataLab Jupyter Notebooks
to explore DESI DR1
www.legacysurvey.org/viewer/desi-...
www.legacysurvey.org/viewer/desi-...
datalab.noirlab.edu/query.php?na...
github.com/astro-datala...
Let’s use NoirLab Astro DataLab Jupyter Notebooks
to explore DESI DR1
www.legacysurvey.org/viewer/desi-...
www.legacysurvey.org/viewer/desi-...
datalab.noirlab.edu/query.php?na...
github.com/astro-datala...
March 21, 2025 at 2:40 PM
DESI DR1
Let’s use NoirLab Astro DataLab Jupyter Notebooks
to explore DESI DR1
www.legacysurvey.org/viewer/desi-...
www.legacysurvey.org/viewer/desi-...
datalab.noirlab.edu/query.php?na...
github.com/astro-datala...
Let’s use NoirLab Astro DataLab Jupyter Notebooks
to explore DESI DR1
www.legacysurvey.org/viewer/desi-...
www.legacysurvey.org/viewer/desi-...
datalab.noirlab.edu/query.php?na...
github.com/astro-datala...
March 18, 2025 at 10:23 PM
DESI spectra indices and spectra
March 18, 2025 at 9:30 PM
DESI spectra indices and spectra
Let’s use the same 500 Python filters to explore the 600,000 stars available in DESI Early Data Release
👨💻👨💻👨💻
👨💻👨💻👨💻
March 18, 2025 at 9:29 PM
Let’s use the same 500 Python filters to explore the 600,000 stars available in DESI Early Data Release
👨💻👨💻👨💻
👨💻👨💻👨💻
While we wait patiently for LAMOST DR11 to be publicly available,
let’s use 500 Python filters to explore the 10 million stars available in LAMOST DR10.
👨💻👨💻👨💻
let’s use 500 Python filters to explore the 10 million stars available in LAMOST DR10.
👨💻👨💻👨💻
March 18, 2025 at 7:38 PM
While we wait patiently for LAMOST DR11 to be publicly available,
let’s use 500 Python filters to explore the 10 million stars available in LAMOST DR10.
👨💻👨💻👨💻
let’s use 500 Python filters to explore the 10 million stars available in LAMOST DR10.
👨💻👨💻👨💻
Final analysis
March 18, 2025 at 6:45 PM
Final analysis
Let’s test Grok analysis of Python generated
LAMOST DR10 spectra indices
for TYC 55-912-1, a F7 emission line star.
Outstanding!
🤔🤔🤔
LAMOST DR10 spectra indices
for TYC 55-912-1, a F7 emission line star.
Outstanding!
🤔🤔🤔
March 18, 2025 at 6:45 PM
Let’s test Grok analysis of Python generated
LAMOST DR10 spectra indices
for TYC 55-912-1, a F7 emission line star.
Outstanding!
🤔🤔🤔
LAMOST DR10 spectra indices
for TYC 55-912-1, a F7 emission line star.
Outstanding!
🤔🤔🤔
With the Sloan Digital Sky Survey database back up and running let’s look at galaxy NGC3729
ned.ipac.caltech.edu/byname?objna...
www.legacysurvey.org/viewer/desi-...
skyserver.sdss.org/dr17/VisualT...
ned.ipac.caltech.edu/byname?objna...
www.legacysurvey.org/viewer/desi-...
skyserver.sdss.org/dr17/VisualT...
March 15, 2025 at 4:23 PM
With the Sloan Digital Sky Survey database back up and running let’s look at galaxy NGC3729
ned.ipac.caltech.edu/byname?objna...
www.legacysurvey.org/viewer/desi-...
skyserver.sdss.org/dr17/VisualT...
ned.ipac.caltech.edu/byname?objna...
www.legacysurvey.org/viewer/desi-...
skyserver.sdss.org/dr17/VisualT...
Grok Ai analysis of a Green Pea galaxy
🤔🤔🤔
🤔🤔🤔
March 14, 2025 at 8:03 PM
Grok Ai analysis of a Green Pea galaxy
🤔🤔🤔
🤔🤔🤔
JWST Population III Stars
youtu.be/WM3icldUUYM?...
arxiv.org/abs/2501.11678
arxiv.org/abs/2306.00953
arxiv.org/abs/2306.00953
youtu.be/WM3icldUUYM?...
arxiv.org/abs/2501.11678
arxiv.org/abs/2306.00953
arxiv.org/abs/2306.00953
March 14, 2025 at 12:19 AM
JWST Population III Stars
youtu.be/WM3icldUUYM?...
arxiv.org/abs/2501.11678
arxiv.org/abs/2306.00953
arxiv.org/abs/2306.00953
youtu.be/WM3icldUUYM?...
arxiv.org/abs/2501.11678
arxiv.org/abs/2306.00953
arxiv.org/abs/2306.00953
An interesting case study.
Check out the orbital velocity and mass differences.
Python GIF animation of TESS eclipsing binaries
Check out the orbital velocity and mass differences.
Python GIF animation of TESS eclipsing binaries
March 8, 2025 at 8:25 PM
An interesting case study.
Check out the orbital velocity and mass differences.
Python GIF animation of TESS eclipsing binaries
Check out the orbital velocity and mass differences.
Python GIF animation of TESS eclipsing binaries
Let’s add data from Gaia DR3 and a “stability assessment”
to our Python GIF animation of TESS eclipsing binaries
github.com/JosephKarpin...
github.com/JosephKarpin...
github.com/JosephKarpin...
to our Python GIF animation of TESS eclipsing binaries
github.com/JosephKarpin...
github.com/JosephKarpin...
github.com/JosephKarpin...
March 8, 2025 at 2:14 AM
Let’s add data from Gaia DR3 and a “stability assessment”
to our Python GIF animation of TESS eclipsing binaries
github.com/JosephKarpin...
github.com/JosephKarpin...
github.com/JosephKarpin...
to our Python GIF animation of TESS eclipsing binaries
github.com/JosephKarpin...
github.com/JosephKarpin...
github.com/JosephKarpin...
Hmm, the site for TESS eclipsing binaries at Villanova University appears to be down.
tessebs.villanova.edu
🤔🤔🤔
tessebs.villanova.edu
🤔🤔🤔
March 6, 2025 at 6:53 PM
Hmm, the site for TESS eclipsing binaries at Villanova University appears to be down.
tessebs.villanova.edu
🤔🤔🤔
tessebs.villanova.edu
🤔🤔🤔
Let’s take a section of lecture notes from
MIT 18.S096 | January IAP 2023 | Undergraduate
Matrix Calculus For Machine Learning And Beyond
and pass them to Grok for an explanation
ocw.mit.edu/courses/18-s...
MIT 18.S096 | January IAP 2023 | Undergraduate
Matrix Calculus For Machine Learning And Beyond
and pass them to Grok for an explanation
ocw.mit.edu/courses/18-s...
February 28, 2025 at 2:41 AM
Let’s take a section of lecture notes from
MIT 18.S096 | January IAP 2023 | Undergraduate
Matrix Calculus For Machine Learning And Beyond
and pass them to Grok for an explanation
ocw.mit.edu/courses/18-s...
MIT 18.S096 | January IAP 2023 | Undergraduate
Matrix Calculus For Machine Learning And Beyond
and pass them to Grok for an explanation
ocw.mit.edu/courses/18-s...
For fun, lets download Sloan Digital Sky Survey APOGEE DR17 data and map the stars of the Jhelum halo stream
www.sdss4.org/dr17/irspec/...
www.sdss4.org/dr17/irspec/...
February 26, 2025 at 6:07 PM
For fun, lets download Sloan Digital Sky Survey APOGEE DR17 data and map the stars of the Jhelum halo stream
www.sdss4.org/dr17/irspec/...
www.sdss4.org/dr17/irspec/...
Using the Python tabulate function on TESS eclipsing binary lightcurves. Check it out.
February 23, 2025 at 7:45 PM
Using the Python tabulate function on TESS eclipsing binary lightcurves. Check it out.
Converting Jupyter Notebooks (.ipynb files) to other formats
pypi.org/project/nbco...
Also try running the converted .py file under Spyder
pypi.org/project/spyd...
pypi.org/project/nbco...
Also try running the converted .py file under Spyder
pypi.org/project/spyd...
February 10, 2025 at 2:12 PM
Converting Jupyter Notebooks (.ipynb files) to other formats
pypi.org/project/nbco...
Also try running the converted .py file under Spyder
pypi.org/project/spyd...
pypi.org/project/nbco...
Also try running the converted .py file under Spyder
pypi.org/project/spyd...
February 8, 2025 at 7:51 PM
First exercise in Python/R coding
February 7, 2025 at 5:39 PM
First exercise in Python/R coding
Running R under Python.
R has some great charting abilities.
Should be fun to explore.
R has some great charting abilities.
Should be fun to explore.
February 7, 2025 at 1:00 AM
Running R under Python.
R has some great charting abilities.
Should be fun to explore.
R has some great charting abilities.
Should be fun to explore.
Using ASAS-SN Sky Patrol query_result = client.adql_query
lets join the stellar_main and aavsovsx tables where the period is greater than zero, map the results to a Python DataFrame and save to a CSV file.
asas-sn.ifa.hawaii.edu/documentatio...
lets join the stellar_main and aavsovsx tables where the period is greater than zero, map the results to a Python DataFrame and save to a CSV file.
asas-sn.ifa.hawaii.edu/documentatio...
February 6, 2025 at 5:02 PM
Using ASAS-SN Sky Patrol query_result = client.adql_query
lets join the stellar_main and aavsovsx tables where the period is greater than zero, map the results to a Python DataFrame and save to a CSV file.
asas-sn.ifa.hawaii.edu/documentatio...
lets join the stellar_main and aavsovsx tables where the period is greater than zero, map the results to a Python DataFrame and save to a CSV file.
asas-sn.ifa.hawaii.edu/documentatio...