Created
December 11, 2016 18:27
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Lending Club Data Project
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| import matplotlib.pyplot as plt | |
| import pandas as pd | |
| import scipy.stats as stats | |
| loansData = pd.read_csv('https://github.com/Thinkful-Ed/curric-data-001-data-sets/raw/master/loans/loansData.csv') | |
| loansData.dropna(inplace=True) | |
| loansData.boxplot(column='Amount.Requested') | |
| plt.savefig('Amount Requested Boxplot.png') | |
| loansData.hist(column='Amount.Requested') | |
| plt.savefig('Amount Requested Histogram.png') | |
| plt.figure() | |
| graph = stats.probplot(loansData['Amount.Requested'], dist="norm", plot=plt) | |
| plt.savefig('Amount Requested QQ-Plot.png') |
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