What LaTeX is
A LaTeX table is a tabular environment: a column specification, ampersands between cells and double backslashes at the end of each row.
Academic papers, theses and anything typeset with LaTeX or written in Overleaf.
What Firebase is
JSON shaped for a Realtime Database import: an object keyed by record id rather than an array.
Firebase projects.
What changes when you convert LaTeX to Firebase
The tabular body is read, rules are dropped, and escaped characters are unescaped. Text wrapped in textbf or emph is reduced to the text itself.
Keys come from the first column. Firebase does not store arrays natively, so a keyed object is the correct shape for an import.
What carries over from LaTeX to Firebase
LaTeX records 2 things about a table that Firebase has no way to hold.
Firebase wants a type for each column, and LaTeX does not record one, so each column is typed from what its values look like. A column of digits that should stay text - a zip code, a phone number, a leading-zero id - is the usual thing to check afterwards.
Firebase has no header row. The column names are repeated as keys on every record instead, which is why the result is bigger on disk than the table it came from.
Anything visual in the LaTeX - weight, alignment, colour, column widths - has no counterpart in Firebase and is dropped. The values are what survives.
This is the direction that recovers structure: LaTeX has no table in it to read, only an arrangement that looks like one, so the rows and columns are inferred rather than read.
The identifier 007 comes out of the Firebase as 007. Reading it as a number would have made it 7, and an id that changes value is worse than one that stays text.
The role "Analyst, data" survives with its comma, in one cell rather than split across two. That is the first thing to check in any converted table, and the usual place a Firebase file goes wrong.
The quotes around Jonah "Jo" Pryce are escaped with a backslash in the Firebase.