Commit 7ebf3330 authored by panos's avatar panos

Change the formation of the output spreadsheets

parent a507fc05
...@@ -39,70 +39,70 @@ class ExcelOutput(StatisticalMeasures,DistFittest): ...@@ -39,70 +39,70 @@ class ExcelOutput(StatisticalMeasures,DistFittest):
###Give names to cells### ###Give names to cells###
sheet1.write(0,0,('Dataset statistical measures')) sheet1.write(0,0,('Dataset statistical measures'))
sheet1.write(3,0,('Length')) sheet1.write(3,1,('Length'))
sheet1.write(4,0,('Summary')) sheet1.write(4,1,('Summary'))
sheet1.write(4,1,('Min')) sheet1.write(4,2,('Min'))
sheet1.write(4,2,('1st Qu.')) sheet1.write(4,3,('1st Qu.'))
sheet1.write(4,3,('Median')) sheet1.write(4,4,('Median'))
sheet1.write(4,4,('Mean')) sheet1.write(4,5,('Mean'))
sheet1.write(4,5,('3rd Qu.')) sheet1.write(4,6,('3rd Qu.'))
sheet1.write(4,6,('Max')) sheet1.write(4,7,('Max'))
sheet1.write(0,9,('Data points')) sheet1.write(1,0,('Data points'))
sheet1.write(10,0,('Quantile')) sheet1.write(10,1,('Quantile'))
sheet1.write(10,1,('0%')) sheet1.write(10,2,('0%'))
sheet1.write(10,2,('25%')) sheet1.write(10,3,('25%'))
sheet1.write(10,3,('50%')) sheet1.write(10,4,('50%'))
sheet1.write(10,4,('75%')) sheet1.write(10,5,('75%'))
sheet1.write(10,5,('100%')) sheet1.write(10,6,('100%'))
sheet1.write(12,0,('Mean')) sheet1.write(12,1,('Mean'))
sheet1.write(13,0,('Variance')) sheet1.write(13,1,('Variance'))
sheet1.write(14,0,('Standard deviation')) sheet1.write(14,1,('Standard deviation'))
sheet1.write(16,0,('Range')) sheet1.write(16,1,('Range'))
sheet1.write(17,0,('Interquartile Range')) sheet1.write(17,1,('Interquartile Range'))
###Length### ###Length###
sheet1.write(3,1,(self.length(data))) sheet1.write(3,2,(self.length(data)))
###Summary### ###Summary###
sheet1.write(5,1,(self.summary(data)[0])) sheet1.write(5,2,(self.summary(data)[0]))
sheet1.write(5,2,(self.summary(data)[1])) sheet1.write(5,3,(self.summary(data)[1]))
sheet1.write(5,3,(self.summary(data)[2])) sheet1.write(5,4,(self.summary(data)[2]))
sheet1.write(5,4,(self.summary(data)[3])) sheet1.write(5,5,(self.summary(data)[3]))
sheet1.write(5,5,(self.summary(data)[4])) sheet1.write(5,6,(self.summary(data)[4]))
sheet1.write(5,6,(self.summary(data)[5])) sheet1.write(5,7,(self.summary(data)[5]))
###Dataset### ###Dataset###
i=0 i=0
while (i<self.length(data)): while (i<self.length(data)):
sheet1.write(i+1,9,((data[i]))) sheet1.write(i+2,0,((data[i])))
i=i+1 i=i+1
###Quantselfles### ###Quantselfles###
sheet1.write(11,1,(self.quantile(data)[0])) sheet1.write(11,2,(self.quantile(data)[0]))
sheet1.write(11,2,(self.quantile(data)[1])) sheet1.write(11,3,(self.quantile(data)[1]))
sheet1.write(11,3,(self.quantile(data)[2])) sheet1.write(11,4,(self.quantile(data)[2]))
sheet1.write(11,4,(self.quantile(data)[3])) sheet1.write(11,5,(self.quantile(data)[3]))
sheet1.write(11,5,(self.quantile(data)[4])) sheet1.write(11,6,(self.quantile(data)[4]))
###Mean### ###Mean###
sheet1.write(12,1,(self.mean(data))) sheet1.write(12,2,(self.mean(data)))
###Varselfance#### ###Varselfance####
sheet1.write(13,1,(self.var(data))) sheet1.write(13,2,(self.var(data)))
###Standard devselfatselfon### ###Standard devselfatselfon###
sheet1.write(14,1,(self.sd(data))) sheet1.write(14,2,(self.sd(data)))
###Range### ###Range###
sheet1.write(16,1,(self.range(data)[0])) sheet1.write(16,2,(self.range(data)[0]))
sheet1.write(16,2,(self.range(data)[1])) sheet1.write(16,3,(self.range(data)[1]))
###selfnterquartselfle Range### ###selfnterquartselfle Range###
sheet1.write(17,1,(self.IQR(data))) sheet1.write(17,2,(self.IQR(data)))
book.save(fileName) #Save the excel document book.save(fileName) #Save the excel document
...@@ -114,67 +114,67 @@ class ExcelOutput(StatisticalMeasures,DistFittest): ...@@ -114,67 +114,67 @@ class ExcelOutput(StatisticalMeasures,DistFittest):
sheet2 = book.add_sheet('Distribution Fitting', cell_overwrite_ok=True) sheet2 = book.add_sheet('Distribution Fitting', cell_overwrite_ok=True)
###Give names to cells### ###Give names to cells###
sheet2.write(0,0,('DistributionFit')) sheet2.write(0,0,('Distribution Fitting'))
sheet2.write(1,0,('data points')) sheet2.write(1,0,('data points'))
sheet2.write(3,1,('Discrete distributions')) sheet2.write(3,1,('Discrete distributions'))
sheet2.write(3,8,('Kolmogorov-Smirnov test')) sheet2.write(2,4,('Kolmogorov-Smirnov test'))
sheet2.write(12,14,('Best distribution fitting')) sheet2.write(12,11,('Best fitted distribution'))
sheet2.write(8,1,('Poisson')) sheet2.write(4,1,('Poisson'))
sheet2.write(8,2,('lambda')) sheet2.write(4,2,('lambda'))
sheet2.write(8,6,('D-statistic')) sheet2.write(4,6,('D-statistic'))
sheet2.write(8,8,('p-value')) sheet2.write(4,8,('p-value'))
sheet2.write(11,1,('Geometric')) sheet2.write(7,1,('Geometric'))
sheet2.write(11,2,('probability')) sheet2.write(7,2,('probability'))
sheet2.write(7,6,('D-statistic'))
sheet2.write(7,8,('p-value'))
sheet2.write(10,1,('Continuous distributions'))
sheet2.write(11,1,('Normal'))
sheet2.write(11,2,('mean'))
sheet2.write(11,3,('standard deviation'))
sheet2.write(11,6,('D-statistic')) sheet2.write(11,6,('D-statistic'))
sheet2.write(11,8,('p-value')) sheet2.write(11,8,('p-value'))
sheet2.write(15,1,('Continuous distributions')) sheet2.write(14,1,('Exponential'))
sheet2.write(14,2,('rate'))
sheet2.write(14,6,('D-statistic'))
sheet2.write(14,8,('p-value'))
sheet2.write(17,1,('Normal')) sheet2.write(17,1,('Gamma'))
sheet2.write(17,2,('mean')) sheet2.write(17,2,('shape'))
sheet2.write(17,3,('standard deviation')) sheet2.write(17,3,('rate'))
sheet2.write(17,6,('D-statistic')) sheet2.write(17,6,('D-statistic'))
sheet2.write(17,8,('p-value')) sheet2.write(17,8,('p-value'))
sheet2.write(21,1,('Exponential')) sheet2.write(20,1,('Lognormal'))
sheet2.write(21,2,('rate')) sheet2.write(20,2,('log mean'))
sheet2.write(21,6,('D-statistic')) sheet2.write(20,3,('log standard deviation'))
sheet2.write(21,8,('p-value')) sheet2.write(20,6,('D-statistic'))
sheet2.write(20,8,('p-value'))
sheet2.write(25,1,('Gamma'))
sheet2.write(25,2,('shape')) sheet2.write(23,1,('Weibull'))
sheet2.write(25,3,('rate')) sheet2.write(23,2,('shape'))
sheet2.write(25,6,('D-statistic')) sheet2.write(23,3,('scale'))
sheet2.write(25,8,('p-value')) sheet2.write(23,6,('D-statistic'))
sheet2.write(23,8,('p-value'))
sheet2.write(29,1,('Lognormal'))
sheet2.write(29,2,('log mean')) sheet2.write(26,1,('Logistic'))
sheet2.write(29,3,('log standard deviation')) sheet2.write(26,2,('location'))
sheet2.write(26,3,('scale'))
sheet2.write(26,6,('D-statistic'))
sheet2.write(26,8,('p-value'))
sheet2.write(29,1,('Cauchy'))
sheet2.write(29,2,('location'))
sheet2.write(29,3,('scale'))
sheet2.write(29,6,('D-statistic')) sheet2.write(29,6,('D-statistic'))
sheet2.write(29,8,('p-value')) sheet2.write(29,8,('p-value'))
sheet2.write(33,1,('Weibull'))
sheet2.write(33,2,('shape'))
sheet2.write(33,3,('scale'))
sheet2.write(33,6,('D-statistic'))
sheet2.write(33,8,('p-value'))
sheet2.write(37,1,('Logistic'))
sheet2.write(37,2,('location'))
sheet2.write(37,3,('scale'))
sheet2.write(37,6,('D-statistic'))
sheet2.write(37,8,('p-value'))
sheet2.write(41,1,('Cauchy'))
sheet2.write(41,2,('location'))
sheet2.write(41,3,('scale'))
sheet2.write(41,6,('D-statistic'))
sheet2.write(41,8,('p-value'))
###Dataset### ###Dataset###
i=0 i=0
while (i<robjects.r['length'](data)[0]): while (i<robjects.r['length'](data)[0]):
...@@ -182,77 +182,77 @@ class ExcelOutput(StatisticalMeasures,DistFittest): ...@@ -182,77 +182,77 @@ class ExcelOutput(StatisticalMeasures,DistFittest):
i=i+1 i=i+1
###Poisson### ###Poisson###
sheet2.write(9,2,(robjects.r['fitdistr'](data,'Poisson')[0][0])) sheet2.write(5,2,(robjects.r['fitdistr'](data,'Poisson')[0][0]))
sheet2.write(9,6,(self.Pois_kstest(data)[0][0])) sheet2.write(5,6,(self.Pois_kstest(data)[0][0]))
sheet2.write(9,8,(self.Pois_kstest(data)[1][0])) sheet2.write(5,8,(self.Pois_kstest(data)[1][0]))
###Geometric### ###Geometric###
sheet2.write(12,2,(robjects.r['fitdistr'](data,'Geometric')[0][0])) sheet2.write(8,2,(robjects.r['fitdistr'](data,'Geometric')[0][0]))
sheet2.write(12,6,(self.Geom_kstest(data)[0][0])) sheet2.write(8,6,(self.Geom_kstest(data)[0][0]))
sheet2.write(12,8,(self.Geom_kstest(data)[1][0])) sheet2.write(8,8,(self.Geom_kstest(data)[1][0]))
###Normal### ###Normal###
sheet2.write(18,2,(robjects.r['fitdistr'](data,'Normal')[0][0])) sheet2.write(12,2,(robjects.r['fitdistr'](data,'Normal')[0][0]))
sheet2.write(18,3,(robjects.r['fitdistr'](data,'Normal')[0][1])) sheet2.write(12,3,(robjects.r['fitdistr'](data,'Normal')[0][1]))
sheet2.write(18,6,(self.Norm_kstest(data)[0][0])) sheet2.write(12,6,(self.Norm_kstest(data)[0][0]))
sheet2.write(18,8,(self.Norm_kstest(data)[1][0])) sheet2.write(12,8,(self.Norm_kstest(data)[1][0]))
###Exponential### ###Exponential###
sheet2.write(22,2,(robjects.r['fitdistr'](data,'Exponential')[0][0])) sheet2.write(15,2,(robjects.r['fitdistr'](data,'Exponential')[0][0]))
sheet2.write(22,6,(self.Exp_kstest(data)[0][0])) sheet2.write(15,6,(self.Exp_kstest(data)[0][0]))
sheet2.write(22,8,(self.Exp_kstest(data)[1][0])) sheet2.write(15,8,(self.Exp_kstest(data)[1][0]))
###Gamma### ###Gamma###
sheet2.write(26,2,(robjects.r['fitdistr'](data,'Gamma')[0][0])) sheet2.write(18,2,(robjects.r['fitdistr'](data,'Gamma')[0][0]))
sheet2.write(26,3,(robjects.r['fitdistr'](data,'Gamma')[0][1])) sheet2.write(18,3,(robjects.r['fitdistr'](data,'Gamma')[0][1]))
sheet2.write(26,6,(self.Gam_kstest(data)[0][0])) sheet2.write(18,6,(self.Gam_kstest(data)[0][0]))
sheet2.write(26,8,(self.Gam_kstest(data)[1][0])) sheet2.write(18,8,(self.Gam_kstest(data)[1][0]))
###Lognormal### ###Lognormal###
sheet2.write(30,2,(robjects.r['fitdistr'](data,'Lognormal')[0][0])) sheet2.write(21,2,(robjects.r['fitdistr'](data,'Lognormal')[0][0]))
sheet2.write(30,3,(robjects.r['fitdistr'](data,'Lognormal')[0][1])) sheet2.write(21,3,(robjects.r['fitdistr'](data,'Lognormal')[0][1]))
sheet2.write(30,6,(self.Lognorm_kstest(data)[0][0])) sheet2.write(21,6,(self.Lognorm_kstest(data)[0][0]))
sheet2.write(30,8,(self.Lognorm_kstest(data)[1][0])) sheet2.write(21,8,(self.Lognorm_kstest(data)[1][0]))
###Weibull### ###Weibull###
sheet2.write(34,2,(robjects.r['fitdistr'](data,'Weibull')[0][0])) sheet2.write(24,2,(robjects.r['fitdistr'](data,'Weibull')[0][0]))
sheet2.write(34,3,(robjects.r['fitdistr'](data,'Weibull')[0][1])) sheet2.write(24,3,(robjects.r['fitdistr'](data,'Weibull')[0][1]))
sheet2.write(34,6,(self.Weib_kstest(data)[0][0])) sheet2.write(24,6,(self.Weib_kstest(data)[0][0]))
sheet2.write(34,8,(self.Weib_kstest(data)[1][0])) sheet2.write(24,8,(self.Weib_kstest(data)[1][0]))
###Logistic### ###Logistic###
sheet2.write(38,2,(robjects.r['fitdistr'](data,'Logistic')[0][0])) sheet2.write(27,2,(robjects.r['fitdistr'](data,'Logistic')[0][0]))
sheet2.write(38,3,(robjects.r['fitdistr'](data,'Logistic')[0][1])) sheet2.write(27,3,(robjects.r['fitdistr'](data,'Logistic')[0][1]))
sheet2.write(38,6,(self.Logis_kstest(data)[0][0])) sheet2.write(27,6,(self.Logis_kstest(data)[0][0]))
sheet2.write(38,8,(self.Logis_kstest(data)[1][0])) sheet2.write(27,8,(self.Logis_kstest(data)[1][0]))
###Cauchy### ###Cauchy###
sheet2.write(42,2,(robjects.r['fitdistr'](data,'Cauchy')[0][0])) sheet2.write(30,2,(robjects.r['fitdistr'](data,'Cauchy')[0][0]))
sheet2.write(42,3,(robjects.r['fitdistr'](data,'Cauchy')[0][1])) sheet2.write(30,3,(robjects.r['fitdistr'](data,'Cauchy')[0][1]))
sheet2.write(42,6,(self.Cauchy_kstest(data)[0][0])) sheet2.write(30,6,(self.Cauchy_kstest(data)[0][0]))
sheet2.write(42,8,(self.Cauchy_kstest(data)[1][0])) sheet2.write(30,8,(self.Cauchy_kstest(data)[1][0]))
###BestDistributionFit### ###BestDistributionFit###
A=self.ks_test(data) A=self.ks_test(data)
sheet2.write(14,14,(A.get('distributionType'))) sheet2.write(13,10,(A.get('distributionType')))
if A['distributionType']=='Normal': if A['distributionType']=='Normal':
del A['min'] del A['min']
del A['max'] del A['max']
del A['distributionType'] del A['distributionType']
sheet2.write(14,15,(A.keys()[0])) sheet2.write(13,11,(A.keys()[0]))
sheet2.write(14,16,(A.keys()[1])) sheet2.write(13,12,(A.keys()[1]))
sheet2.write(15,15,(A.values()[0])) sheet2.write(14,11,(A.values()[0]))
sheet2.write(15,16,(A.values()[1])) sheet2.write(14,12,(A.values()[1]))
elif A['distributionType']=='Exp' or A['distributionType']=='Poisson' or A['distributionType']=='Geometric': elif A['distributionType']=='Exp' or A['distributionType']=='Poisson' or A['distributionType']=='Geometric':
del A['distributionType'] del A['distributionType']
sheet2.write(14,15,(A.keys()[0])) sheet2.write(13,11,(A.keys()[0]))
sheet2.write(15,15,(A.values()[0])) sheet2.write(14,11,(A.values()[0]))
else: else:
del A['distributionType'] del A['distributionType']
sheet2.write(14,15,(A.keys()[0])) sheet2.write(13,11,(A.keys()[0]))
sheet2.write(14,16,(A.keys()[1])) sheet2.write(13,12,(A.keys()[1]))
sheet2.write(15,15,(A.values()[0])) sheet2.write(14,11,(A.values()[0]))
sheet2.write(15,16,(A.values()[1])) sheet2.write(14,12,(A.values()[1]))
book.save(fileName) #Save the excel document book.save(fileName) #Save the excel document
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