What is a high-quality research environment?

Data associated with the manuscript "What is a high-quality research environment?". Variables:Institution UKPRN code - unique code for each UniversityInstitution name - University nameMain panel - Main panel codeUnit of assessment number - UoA numberUniversity_UoA - University &amp; UoA combined variableUnit of assessment name - UoA nameMultiple submission letter - If there were multiple submissions from a single institutionMultiple submission name - Name of multiple submissionJoint submission - If submission was from multiple institutionsTotalPhDs - Total number of PhD graduations across assessment periodPhDsPerFTE - Total PhDs graduated across assessment period per FTE returnedTotalIncome - Total research income (all sources, not in kind) across assessment periodIncomePerFTE - Total research income across assessment period per FTEFTEenv4* - % of 4* activity in environment component of returnenv3* - % of 3* activity in environment component of returnenv2* - % of 2* activity in environment component of returnenv1* - % of 1* activity in environment component of returnenv0* - % of unclassified activity in environment component of returnFTEpercent - percentage of research active staff returned to REFenvGPA - Linear combination of environment profile scoresZPhDsPerFTE - Standardised (within UoAs) score of PhDsPerFTEZIncomePerFTE - Standardised (within UoAs) score of IncomePerFTEZFTE - Standardised (within UoAs) score of FTEZFTEpercent - Standardised (within UoAs) score of FTEpercentZenvGPA - Standardised (within UoAs) score of envGPAPDF File - Name of pdf file (downloaded from REF website)T1 - Education - proportion of words (excluding stop words) from Topic 1 Education (and so on for T2, T3, etc)...<br>