I am trying to add a new column to my data with a FIPS code in it (5 digit number). Basically when County from maindata.csv matches County from fipsdata.tsv, I want the FIPS code (fipsCountyFIPS) to land in a new column i.e. data[fips] (so if County in maindata matches County in fipsdata THEN write the corresponding fips code to a new column in dataframe).
data = pd.read_csv ("maindata.csv")
fips = pd.read_csv ("fips2county.tsv",sep='\t')
data[fips] = np.where(data.County == fips.CountyName, fipsCountyFIPS)
I also experimented with the following which sounds like it should be easier in theory, though I couldn't work it out :(
If one or more "Counties"
not found inside fips
: