%pylab inline
import linreg
import pandas as pd
linreg.lab_experiments()
linreg.linreg_example()
linreg.make_data_points()
linreg.lab_experiments()
linreg.lab_experiments(1000,2003)
x,y = linreg.make_data_points()
linreg.make_single_plot(x,y,'Force','Acceleration','Lab Experiment')
linreg.lab_experiment()
import pandas as pd
#loansDataRaw = pd.read_csv('https://spark-public.s3.amazonaws.com/dataanalysis/loansData.csv')
loansmin = pd.read_csv('../datasets/loanf.csv')
loansmin.head()
a = pd.scatter_matrix(loansmin,alpha=0.6,figsize=(9,9), diagonal='kde')
a = pd.scatter_matrix(loansmin,alpha=0.05,figsize=(9,9), diagonal='kde')