Lesson 5: grid.replace() fails with geometry data

[muxevola]

The following code:

# Replace No Data values (-1) with large number (999)
grid = grid.replace(-1, 999)

Fails with the below error:

TypeError: Value should be either a BaseGeometry or None, got 999

Replaced with the below code, which limits the change to the first 14 columns (i.e. geometry column excluded):

for col in grid.columns[:14]:
    grid[col].replace(-1, 999, inplace=True)