Reproduction Package for the paper "The early evolution of young massive clusters. II. The kinematic history of NGC 6618 / M 17"

Reproduction package for the paper "The early evolution of young massive clusters. II. The kinematic history of NGC 6618 / M 17".

This reproduction package aims for open science, with the internal API designation of 'Gold'
Authors: M. Stoop, A. Derkink, L. Kaper, A. de Koter, C. Rogers, M.C. Ramírez-Tannus, D. Guo, N. Azatyan
Paper DOI: https://doi.org/10.1051/0004-6361/202347383
Arxiv DOI: https://doi.org/10.48550/arXiv.2311.04174
Zenodo DOI: http://doi.org/10.5281/zenodo.8120575
Accepted for publication in Astronomy and Astrophysics (date of acceptance: 2023/10/27)
Raw Data

./gaia_files/ gives the ADQL queries on how to obtain the raw data from the Gaia database along with the raw Gaia data itself.
./other_files/ gives the other raw data obtained from other sources. For example the literature, Aladin, parsec isochrones.
We have cited the relevant references in the paper for raw data taken from the literature.
Optical VLT, SALT, WHT spectra (raw data, software and end-products) described in Appendix A can be requested from Annelotte Derkink.
Software

MacOS Big Sur 11.6
Jupyter Notebook (6.3.0)
Programming languages used: Python (3.9.7)
Python packages used: numpy (1.22.3), math (comes with Python), pandas (1.2.1), matplotlib (3.3.3), scipy (1.6.0), os (comes with Python), zero_point (0.0.1) (https://gitlab.com/icc-ub/public/gaiadr3_zeropoint), pyUPMASK (requires os, time, multiprocessing, astropy, pathlib) (https://github.com/msolpera/pyUPMASK)
Aladin Desktop (Version 11.0) (https://aladin.u-strasbg.fr/AladinDesktop/), will need java installed
Aladin Lite (https://aladin.cds.unistra.fr/AladinLite/)
Figures and Tables

Figures can be reproduced from the ./figures/ folder.
All material and data used are available either in the Raw Data or in the Intermediate Data
Jupyter notebooks (.ipynb files) provide the option to execute all code as ready-made to produce the figures: 'Cell' -> 'Run All'.
The figures shown in the paper will be saved in ./figures/figures_paper/ folder.
Tables can be reproduced from the ./tables/ folder similar to the figures.
Tables are saved in .csv files so they can easily be used. Tables are also saved in _latex.csv form for easy implementation in latex.
Intermediate data products

Intermediate data, such as the determined members of NGC6618 or found runaway stars, can be found in the /output_files/ folder.
The 'raw' data is also given here, because small corrections have been applied, which are recommended by the Gaia Consortium. This 'raw' data file is not the same as the one given in the ./gaia_files/ folder! This is to ensure that both the raw and intermediate data products are available.
./modules/ is part of the Python pyUPMASK module.
End-to-End analysis scripts

The end-to-end analysis to determine the members is given in the Jupyter Notebook 'membership_pyupmask.ipynb'.
The end-to-end analysis to search for runaways is given in the Jupyter Notebook 'runaways.ipynb'.
Minor 'end-to-end' analysis is done in the relevant figure or table Jupyter Notebook.