J. Majumdar · SoftwarePreprint, manuscript no. 26xx.134xx

Appendix A. Software and web tools

J. Majumdar1

1 Astronomical Observatory, University of Warsaw, Al. Ujazdowskie 4, 00-478 Warszawa, Poland

Last revised 24 October 2026

ABSTRACT

Code written along the way, released in the hope that it saves someone else an afternoon. Interactive web applications are listed in Sect. A.1 and code repositories in Sect. A.2. More is on GitHub.

A.1.Web applications

BlazarInfo
blazarinfo.streamlit.app. Quick-look information on blazars.
ZTF LC and PSD
ztf-lc.streamlit.app. Zwicky Transient Facility light curves and their power spectral densities.

A.2.Repositories

Table A.1. Public code repositories.
RepositoryDescriptionLanguage
AutoUVOTAutomated Swift UVOT reduction. A web service that finds public UVOT observations of a sky position, runs HEASoft uvotsource photometry and serves the light curve (Zenodo).Python
subphotDifference-imaging photometry pipeline built on hotpants, written for Las Cumbres Observatory images.Python
XRT-Product-ExtractorExtracts data from the results of the Swift XRT online product builder.Jupyter
GNSS-Data-DownloaderSmall Python package to download GNSS navigation and observation files from IGS stations.Python
MathRendererLibrary for displaying mathematical equations in Android applications.Kotlin
EmotionBadgeRates the emotion of a GitHub profile picture and serves it as a badge.JavaScript