DG 02 Case Study

http://nbviewer.jupyter.org/github/yhat/DataGotham2013/blob/master/notebooks/2%20-%20Case%20Study.ipynb

In [3]:

import pandas as pd
df = pd.read_csv("cs-training.csv")
df.head()

Out[3]:

	Unnamed: 0	SeriousDlqin2yrs	RevolvingUtilizationOfUnsecuredLines	age	NumberOfTime30-59DaysPastDueNotWorse	DebtRatio	MonthlyIncome	NumberOfOpenCreditLinesAndLoans	NumberOfTimes90DaysLate	NumberRealEstateLoansOrLines	NumberOfTime60-89DaysPastDueNotWorse	NumberOfDependents
0	1	1	0.766127	45	2	0.802982	9120.0	13	0	6	0	2.0
1	2	0	0.957151	40	0	0.121876	2600.0	4	0	0	0	1.0
2	3	0	0.658180	38	1	0.085113	3042.0	2	1	0	0	0.0
3	4	0	0.233810	30	0	0.036050	3300.0	5	0	0	0	0.0
4	5	0	0.907239	49	1	0.024926	63588.0	7	0	1	0	0.0

In [1]:

from IPython.core.display import Image
Image(url="https://s3.amazonaws.com/demo-datasets/traintest.png")

Out[1]:

In [ ]: