text_html_output_1.png
import pandas as pd

filepath = '../input/should-this-loan-be-approved-or-denied/'
savepath = './'

sba = pd.read_csv(filepath + 'SBAnational.csv', low_memory=False)

def fixvals(val):
    retval = val.replace('$', '')
    retval = retval.replace(',', '')
    return retval
sba = pd.read_csv(filepath + 'SBAnational.csv', converters={'DisbursementGross': fixvals, 'SBA_Appv': fixvals, 'GrAppv': fixvals, 'ChgOffPrinGr': fixvals}, parse_dates=['DisbursementDate'], low_memory=False)

print(sba.columns)
print()
print(sba.info())