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demo.py
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demo.py
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import matplotlib.pyplot as plt
import numpy as np
# Random test data
np.random.seed(123)
all_data = [np.random.normal(0, std, 100) for std in range(1, 4)]
fig, axes = plt.subplots(nrows=1, ncols=2, figsize=(12, 5))
# rectangular box plot
bplot1 = axes[0].boxplot(all_data,
vert=True, # vertical box aligmnent
patch_artist=True) # fill with color
# notch shape box plot
bplot2 = axes[1].boxplot(all_data,
notch=True, # notch shape
vert=True, # vertical box aligmnent
patch_artist=True) # fill with color
# fill with colors
colors = ['pink', 'lightblue', 'lightgreen']
for bplot in (bplot1, bplot2):
for patch, color in zip(bplot['boxes'], colors):
patch.set_facecolor(color)
# adding horizontal grid lines
for ax in axes:
ax.yaxis.grid(True)
ax.set_xticks([y+1 for y in range(len(all_data))], )
ax.set_xlabel('xlabel')
ax.set_ylabel('ylabel')
# add x-tick labels
plt.setp(axes, xticks=[y+1 for y in range(len(all_data))],
xticklabels=['x1', 'x2', 'x3', 'x4'])
plt.show()
'''
""gid" = 1060120 OR "gid" = 1070121 OR "gid" = 1050121 OR "gid" = 1040120 OR "gid" = 1090121 OR "gid" = 1080121 OR "gid" = 1050119 OR "gid" = 1060118 OR "gid" = 1080118 OR "gid" = 1090119 OR "gid" = 1080120 OR "gid" =1090121 OR "gid" = 1030119 OR "gid" = 1060122 OR "gid" = 1070119
OR "gid" = 950113 OR "gid" = 940114 OR "gid" = 960114 OR "gid" = 960112 OR "gid" = 940112 OR "gid" = 950111 OR "gid" = 970111 OR "gid" = 960110 OR "gid" = 940111 OR "gid" = 950109 OR "gid" = 980110 OR "gid" = 940110
OR "gid" = 900106 OR "gid" = 910107 OR "gid" = 890107 OR "gid" = 920106 OR "gid" = 910105 OR "gid" = 890105
"gid" = 1060120 OR "gid" = 1070121 OR "gid" = 1050121 OR "gid" = 1040120 OR "gid" = 1090121 OR "gid" = 1080121 OR "gid" = 1050119 OR "gid" = 1060118 OR "gid" = 1080118 OR "gid" = 1090119 OR "gid" = 1080120 OR "gid" =1090121 OR "gid" = 1030119 OR "gid" = 1060122 OR "gid" = 1070119
OR "gid" = 950113 OR "gid" = 940114 OR "gid" = 960114 OR "gid" = 960112 OR "gid" = 940112 OR "gid" = 950111 OR "gid" = 970111 OR "gid" = 960110 OR "gid" = 940111 OR "gid" = 950109 OR "gid" = 980110 OR "gid" = 940110
OR "gid" = 900106 OR "gid" = 910107 OR "gid" = 890107 OR "gid" = 920106 OR "gid" = 910105 OR "gid" = 890105
OR "gid" = 1140112 OR "gid" = 1130111 OR "gid" = 1120112 OR "gid" = 1110111 OR "gid" = 1100110 OR "gid" = 1080110 OR "gid" = 1070109 OR "gid" = 1050109 OR "gid" = 1030109 OR "gid" = 1020108 OR "gid" = 1010107 OR "gid" = 1020106 OR "gid" = 1000106 OR "gid" = 980106
OR "gid" = 1170129 OR "gid" = 1160130 OR "gid" = 1150129 OR "gid" = 1160128 OR "gid" = 1180128 OR "gid" = 1180130 OR "gid" = 1170131 OR "gid" = 1150131
'''
"gid" = 1060120 OR "gid" = 1070121 OR "gid" = 1050121 OR "gid" = 1040120 OR "gid" = 1090121 OR "gid" = 1080121 OR "gid" = 1050119 OR "gid" = 1060118 OR "gid" = 1080118 OR "gid" = 1090119 OR "gid" = 1080120 OR "gid" =1090121 OR "gid" = 1030119 OR "gid" = 1060122 OR "gid" = 1070119
OR "gid" = 950113 OR "gid" = 940114 OR "gid" = 960114 OR "gid" = 960112 OR "gid" = 940112 OR "gid" = 950111 OR "gid" = 970111 OR "gid" = 960110 OR "gid" = 940111 OR "gid" = 950109 OR "gid" = 980110 OR "gid" = 940110
OR "gid" = 900106 OR "gid" = 910107 OR "gid" = 890107 OR "gid" = 920106 OR "gid" = 910105 OR "gid" = 890105
OR "gid" = 1140112 OR "gid" = 1130111 OR "gid" = 1120112 OR "gid" = 1110111 OR "gid" = 1100110 OR "gid" = 1080110 OR "gid" = 1070109 OR "gid" = 1050109 OR "gid" = 1030109 OR "gid" = 1020108 OR "gid" = 1010107 OR "gid" = 1020106 OR "gid" = 1000106 OR "gid" = 980106
OR "gid" = 1170129 OR "gid" = 1160130 OR "gid" = 1150129 OR "gid" = 1160128 OR "gid" = 1180128 OR "gid" = 1180130 OR "gid" = 1170131 OR "gid" = 1150131
OR "gid" = 1080122 OR "gid" = 1070123 OR "gid" = 1090123 OR "gid" = 1080124
OR "gid" = 1110119 OR "gid" = 1120118
OR "gid" = 980114
OR "gid" = 980112 OR "gid" = 990111
OR "gid" = 950107 OR "gid" = 940108
OR "gid" = 920110 OR "gid" = 910109
OR "gid" = 1010109
OR "gid" = 900108
OR "gid" = 880104 OR "gid" = 870105
OR "gid" = 870107 OR "gid" = 850107
OR "gid" = 1030107
OR "gid" = 1030105 OR "gid" = 1040104
OR "gid" = 1060110 OR "gid" = 1050111
OR "gid" = 1040112
OR "gid" = 1090109 OR "gid" = 1080108
OR "gid" = 1180114 OR "gid" = 1170113 OR "gid" = 1160112
OR "gid" = 1180132 OR "gid" = 1190133
OR "gid" = 1170127
OR "gid" = 1190131
OR "gid" = 1100120
OR "gid" = 1100118
OR "gid" = 970113
OR "gid" = 960108
OR "gid" = 930111
OR "gid" = 880106 OR "gid" = 860106
OR "gid" = 930107
OR "gid" = 1000110 OR "gid" = 990109
OR "gid" = 1040110 OR "gid" = 1030111 OR "gid" = 1020110 OR "gid" = 1010111
OR "gid" = 1150113
OR "gid" = 1120110
OR "gid" = 970109
OR "gid" = 920108 OR "gid" = 930109
OR "gid" = 1040106
OR "gid" = 1080122 OR "gid" = 1070123 OR "gid" = 1090123 OR "gid" = 1080124 #mountbatten
OR "gid" = 1110119 OR "gid" = 1120118 # kallang mrt
OR "gid" = 980114 # promenade
OR "gid" = 980112 OR "gid" = 990111 # esplanade
OR "gid" = 950107 OR "gid" = 940108 # cq mrt
OR "gid" = 920110 OR "gid" = 910109 # Rp
OR "gid" = 1010109 # bras basah
OR "gid" = 900108 # Telok Ayer
OR "gid" = 880104 OR "gid" = 870105 # outram
OR "gid" = 870107 OR "gid" = 850107 #tanjong pagar
OR "gid" = 1030107 #dhoby gaut
OR "gid" = 1030105 OR "gid" = 1040104 #somerset
OR "gid" = 1060110 OR "gid" = 1050111 #rochor
OR "gid" = 1040112 #bugis
OR "gid" = 1090109 OR "gid" = 1080108 #little india
OR "gid" = 1180114 OR "gid" = 1170113 OR "gid" = 1160112 #boon keng
OR "gid" = 1180132 OR "gid" = 1190133 #eunos
OR "gid" = 1170127 # payalebar
OR "gid" = 1190131 # eunos walkway
OR "gid" = 1100120 # underpass - Kallang mrt
OR "gid" = 1100118 # along side river - Kallang MRT
OR "gid" = 970113 # from marina square to Promenade MRT
OR "gid" = 960108 # alternative bridge to Clarke Quay MRT
OR "gid" = 930111 # alternative link to Raffles Place MRT (passes by Merlion)
OR "gid" = 880106 OR "gid" = 860106 # link way through shophouses to Tanjong Pagar MRT
OR "gid" = 930107 # alternative way to Clark Quay MRT from Chinatown area
OR "gid" = 1000110 OR "gid" = 990109 # alternative way to Bras Basah from Padang
OR "gid" = 1040110 OR "gid" = 1030111 OR "gid" = 1020110 OR "gid" = 1010111 # popular area, waterloo street, queens street, victoria street. link to Bugis & City Hall
OR "gid" = 1150113 # missing link in path to Boon Keng MRT
OR "gid" = 1120110 # missing link in path to Farrer Park MRT
OR "gid" = 970109 # mising link in path across North Bridge Road to City Hall
OR "gid" = 920108 OR "gid" = 930109 # patch up gap in CBD cluster
OR "gid" = 1040106 #missing link in orchard road