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\section{Description of the data} \section{ALMA Data}  This project uses observations made by ALMA under project 2012.1.00762.S proposed by Hirota et al. We used the Quality Assurance, step 2 data (QA2) downloaded from the Japanese Virtual Observatory site, which images the CO(1-0) line at $1.34\times 0.83$ arcsec resolution, corresponding to $29\times 18$ pc at the 4.5 Mpc distance of M83 \citep{Thim_2003}. The imaged data cube has a velocity resolution of 2.57 km~s$^{-1}$. With a median brightness sensitivity of $\sigma=0.89$~K per beam, the data set are ideally suited for the identification and decomposition of GMCs \citep{Rosolowsky_2006}. Through this analysis, we adopt a CO-to-H$_2$ conversion factor of X$_{\mathrm{CO}} = 2\times 10^{20}$~(K~km~s$^{-1}$)$^{-1}$~cm$^{-2}$ \cite{Bolatto_2013}. With this conversion factor, the data cube has a $1\sigma$ mass surface density sensitivity of 9.9 $M_{\odot}~\mathrm{pc}^{-2}$ and a per-beam mass sensitivity of $6\times 10^3~M_{\odot}$.