Python describe 예제들

예제 #1

파일: test_all.py 프로젝트: avatarzhang/python-statlib

 def test_describe(self):
     "Testing describe"
     self.assertEqual(
         stats.describe(self.L),
         (20, (1, 20), 10.5, 5.9160797830996161, 0.0, 1.7939849624060149))
     self.assertEqual(
         stats.describe(self.LF),
         (20, (1, 20), 10.5, 5.9160797830996161, 0.0, 1.7939849624060149))
     self.assertEqual(stats.describe(self.A),
                      (20, (1, 20), 10.5, 5.9160797830996161,
                       num_array(0.0), num_array(1.7939849624060149)))
     self.assertEqual(stats.describe(self.AF),
                      (20, (1, 20), 10.5, 5.9160797830996161,
                       num_array(0.0), num_array(1.7939849624060149)))

예제 #2

print('mode:', stats.mode(l), stats.mode(a))

print('\nMOMENTS')
print('moment:', stats.moment(l), stats.moment(lf), stats.moment(a),
      stats.moment(af))
print('variation:', stats.variation(l), stats.variation(a),
      stats.variation(lf), stats.variation(af))
print('skew:', stats.skew(l), stats.skew(lf), stats.skew(a), stats.skew(af))
print('kurtosis:', stats.kurtosis(l), stats.kurtosis(lf), stats.kurtosis(a),
      stats.kurtosis(af))
print('tmean:', stats.tmean(a, (5, 17)), stats.tmean(af, (5, 17)))
print('tvar:', stats.tvar(a, (5, 17)), stats.tvar(af, (5, 17)))
print('tstdev:', stats.tstdev(a, (5, 17)), stats.tstdev(af, (5, 17)))
print('tsem:', stats.tsem(a, (5, 17)), stats.tsem(af, (5, 17)))
print('describe:')
print(stats.describe(l))
print(stats.describe(lf))
print(stats.describe(a))
print(stats.describe(af))

print('\nFREQUENCY')
print('freqtable:')
print('itemfreq:')
print(stats.itemfreq(l))
print(stats.itemfreq(a))
print('scoreatpercentile:', stats.scoreatpercentile(l, 40),
      stats.scoreatpercentile(lf, 40), stats.scoreatpercentile(a, 40),
      stats.scoreatpercentile(af, 40))
print('percentileofscore:', stats.percentileofscore(l, 12),
      stats.percentileofscore(lf, 12), stats.percentileofscore(a, 12),
      stats.percentileofscore(af, 12))

예제 #3

파일: test_allstats.py 프로젝트: avatarzhang/python-statlib

print 'mean:',stats.mean(l), stats.mean(lf), stats.mean(a), stats.mean(af)
print 'median:',stats.median(l),stats.median(lf),stats.median(a),stats.median(af)
print 'medianscore:',stats.medianscore(l),stats.medianscore(lf),stats.medianscore(a),stats.medianscore(af)
print 'mode:',stats.mode(l),stats.mode(a)

print '\nMOMENTS'
print 'moment:',stats.moment(l),stats.moment(lf),stats.moment(a),stats.moment(af)
print 'variation:',stats.variation(l),stats.variation(a),stats.variation(lf),stats.variation(af)
print 'skew:',stats.skew(l),stats.skew(lf),stats.skew(a),stats.skew(af)
print 'kurtosis:',stats.kurtosis(l),stats.kurtosis(lf),stats.kurtosis(a),stats.kurtosis(af)
print 'tmean:',stats.tmean(a,(5,17)),stats.tmean(af,(5,17))
print 'tvar:',stats.tvar(a,(5,17)),stats.tvar(af,(5,17))
print 'tstdev:',stats.tstdev(a,(5,17)),stats.tstdev(af,(5,17))
print 'tsem:',stats.tsem(a,(5,17)),stats.tsem(af,(5,17))
print 'describe:'
print stats.describe(l)
print stats.describe(lf)
print stats.describe(a)
print stats.describe(af)

print '\nFREQUENCY'
print 'freqtable:'
print 'itemfreq:'
print stats.itemfreq(l)
print stats.itemfreq(a)
print 'scoreatpercentile:',stats.scoreatpercentile(l,40),stats.scoreatpercentile(lf,40),stats.scoreatpercentile(a,40),stats.scoreatpercentile(af,40)
print 'percentileofscore:',stats.percentileofscore(l,12),stats.percentileofscore(lf,12),stats.percentileofscore(a,12),stats.percentileofscore(af,12)
print 'histogram:',stats.histogram(l),stats.histogram(a)
print 'cumfreq:'
print stats.cumfreq(l)
print stats.cumfreq(lf)

예제 #4

파일: test_all.py 프로젝트: avatarzhang/python-statlib

 def test_describe(self):
     "Testing describe"
     self.assertEqual( stats.describe( self.L ), (20, (1, 20), 10.5, 5.9160797830996161, 0.0, 1.7939849624060149) )
     self.assertEqual( stats.describe( self.LF ), (20, (1, 20), 10.5, 5.9160797830996161, 0.0, 1.7939849624060149) )    
     self.assertEqual( stats.describe( self.A ), (20, (1, 20), 10.5, 5.9160797830996161, num_array(0.0), num_array(1.7939849624060149)) )
     self.assertEqual( stats.describe( self.AF ), (20, (1, 20), 10.5, 5.9160797830996161, num_array(0.0), num_array(1.7939849624060149)) )

예제 #5

파일: test_allstats.py 프로젝트: haavee/RDBE

print 'mode:', stats.mode(l), stats.mode(a)

print '\nMOMENTS'
print 'moment:', stats.moment(l), stats.moment(lf), stats.moment(
    a), stats.moment(af)
print 'variation:', stats.variation(l), stats.variation(a), stats.variation(
    lf), stats.variation(af)
print 'skew:', stats.skew(l), stats.skew(lf), stats.skew(a), stats.skew(af)
print 'kurtosis:', stats.kurtosis(l), stats.kurtosis(lf), stats.kurtosis(
    a), stats.kurtosis(af)
print 'tmean:', stats.tmean(a, (5, 17)), stats.tmean(af, (5, 17))
print 'tvar:', stats.tvar(a, (5, 17)), stats.tvar(af, (5, 17))
print 'tstdev:', stats.tstdev(a, (5, 17)), stats.tstdev(af, (5, 17))
print 'tsem:', stats.tsem(a, (5, 17)), stats.tsem(af, (5, 17))
print 'describe:'
print stats.describe(l)
print stats.describe(lf)
print stats.describe(a)
print stats.describe(af)

print '\nFREQUENCY'
print 'freqtable:'
print 'itemfreq:'
print stats.itemfreq(l)
print stats.itemfreq(a)
print 'scoreatpercentile:', stats.scoreatpercentile(
    l, 40), stats.scoreatpercentile(lf, 40), stats.scoreatpercentile(
        a, 40), stats.scoreatpercentile(af, 40)
print 'percentileofscore:', stats.percentileofscore(
    l, 12), stats.percentileofscore(lf, 12), stats.percentileofscore(
        a, 12), stats.percentileofscore(af, 12)