in python do the following from a file

this is the file

i. (5 points) print the file name in the first line and its content in the next lines. ii. (15 points) for each column, print "Column {n} " where {n} denotes the column number starting from 1; and in the next line, print "- \#values: {a} " where {a} is the number of valid values (i.e., not blank). If the number of valid values is positive, continue to print the following stats from the values in the subsequent lines: 1. "- sum: {b} " where {b} is the sum of the values. 2. "- min : {c} " where {c} is the minimum value. 3. "- max:{d} " where {d} is the maximum value. 4. "- avg: {e} " where {e} is the average value. 5. "- SD: {f} " where {f} is the standard deviation of the values. iii. (10 points) continue from the previous bullet. If the column contains some valid values, also print "- Frequency" after "- SD: {f} ". Then, in the subsequent lines, print " { value } : { freq } " for each value in the list of valid values in the column, in an ascending order, where { value\} is the value and { freq } is the number of times it appears in the column. 2,55,57,6,35,47,9,83,2,96