Box_plot.py

import matplotlib.pyplot as plt
import matplotlib.ticker

# ROI % of patches from each video
vid01 = [1.2914540816326532, 1.2914540816326532, 2.086654974489796, 2.086654974489796, 5.74577487244898, 5.74577487244898, 2.014907525510204, 3.6591198979591835, 3.6591198979591835, 4.083625637755102, 2.0746970663265305, 2.0746970663265305, 2.068718112244898, 4.585857780612245, 5.416932397959184, 4.286910076530613, 3.4558354591836733, 4.9565529336734695, 4.9565529336734695, 4.9565529336734695, 4.9565529336734695, 0.40058992346938777, 4.131457270408164, 4.298867984693878, 1.8355389030612246, 1.2675382653061225, 0.40058992346938777, 6.074617346938775, 12.19108737244898, 7.892219387755102, 1.3751594387755102, 5.751753826530613, 5.751753826530613, 7.700892857142858, 7.700892857142858, 5.261479591836735, 6.558912627551021, 1.309390943877551, 8.40640943877551, 10.34359056122449, 1.9491390306122447, 5.117984693877551, 6.415417729591836, 1.309390943877551, 8.40640943877551, 8.394451530612244, 4.3706154336734695, 4.3706154336734695, 6.720344387755102, 6.720344387755102, 4.364636479591836, 12.244897959183673, 7.880261479591836, 11.192602040816327, 11.192602040816327, 5.817522321428571, 9.327168367346939, 3.5096460459183674, 4.472257653061225, 4.472257653061225, 1.4528858418367347, 1.4528858418367347, 6.792091836734694, 8.035714285714286, 1.2436224489795917, 4.926658163265306, 7.796556122448979, 2.8698979591836737, 1.4349489795918369, 10.738201530612244, 11.700813137755102, 2.3975605867346936, 4.926658163265306, 8.209103954081632, 3.2824457908163267, 4.251036352040816, 6.851881377551021, 3.754783163265306, 1.153938137755102, 0.412547831632653, 0.412547831632653, 2.8160873724489797, 2.9057716836734695, 2.6247608418367347, 5.381058673469387, 5.171795280612245, 2.415497448979592, 9.01626275510204, 9.829400510204081, 0.8131377551020409, 4.251036352040816, 7.013313137755102, 9.811463647959185, 7.049186862244898, 10.206074617346939, 10.99529655612245, 0.8131377551020409, 1.6262755102040818, 1.6322544642857144, 4.639668367346939, 4.633689413265306, 1.189811862244898, 1.1658960459183674, 6.050701530612245, 6.050701530612245, 6.959502551020408, 6.9056919642857135, 6.050701530612245, 6.050701530612245, 3.2824457908163267, 5.410953443877551, 2.1285076530612246, 0.6816007653061225, 10.857780612244898, 10.176179846938775, 3.2824457908163267, 5.410953443877551, 2.1285076530612246, 0.6277901785714286, 3.8982780612244894, 3.2704878826530615, 0.5440848214285714, 0.5440848214285714, 4.017857142857143, 5.255500637755102, 1.237643494897959, 0.2989477040816326, 0.2989477040816326, 3.473772321428571, 4.7114158163265305, 8.771125637755102, 7.533482142857142, 5.375079719387755, 7.479671556122448, 2.1045918367346936, 7.533482142857142, 7.533482142857142, 5.076132015306122, 7.180723852040815, 2.1045918367346936, 0.9984853316326531, 4.400510204081633, 3.4020248724489797, 0.9984853316326531, 4.400510204081633, 3.4020248724489797, 7.174744897959185, 7.174744897959185, 8.077566964285714, 8.077566964285714, 0.24513711734693877, 4.131457270408164, 3.886320153061224, 0.9028220663265305, 0.9028220663265305, 0.24513711734693877, 4.131457270408164, 3.886320153061224, 3.3721301020408165, 3.3721301020408165, 0.3706951530612245, 5.016342474489796, 4.645647321428571, 5.668048469387755, 5.668048469387755, 0.3706951530612245, 1.6442123724489797, 1.273517219387755, 10.331632653061225, 10.331632653061225, 4.6635841836734695, 4.6635841836734695, 0.4424426020408163, 3.4259406887755106, 2.9834980867346936, 0.4424426020408163, 3.4259406887755106, 2.9834980867346936, 0.6816007653061225, 5.2495216836734695, 4.5679209183673475, 1.4768016581632653, 6.684470663265306, 5.207669005102041, 4.9565529336734695, 8.322704081632654, 3.3661511479591835, 0.7952008928571428, 1.4349489795918369, 0.6397480867346939, 4.9565529336734695, 8.322704081632654, 3.3661511479591835, 2.1643813775510203, 2.84000318877551, 0.6756218112244898, 8.143335459183673, 8.818957270408163, 0.6756218112244898, 5.9789540816326525, 5.9789540816326525, 4.765226403061225, 4.765226403061225, 6.82796556122449, 6.82796556122449, 5.9789540816326525, 5.9789540816326525, 10.212053571428571, 11.33609693877551, 2.3377710459183674, 1.2137276785714286, 3.3900669642857144, 3.378109056122449, 3.384088010204082, 4.50813137755102, 1.1240433673469388, 1.8295599489795917, 5.751753826530613, 3.9221938775510203, 1.8176020408163265, 2.361686862244898, 0.5440848214285714, 2.391581632653061, 2.391581632653061, 3.437898596938776, 3.437898596938776, 0.5201690051020409, 0.5201690051020409, 8.346619897959185, 8.346619897959185, 8.484135841836734, 9.907126913265305, 6.331712372448979, 4.908721301020408, 5.034279336734694, 4.962531887755102, 7.963966836734694, 9.386957908163266, 1.4229910714285714, 6.810028698979592, 6.73828125, 1.775749362244898, 1.775749362244898, 5.339205994897959, 5.339205994897959, 2.1165497448979593, 2.1165497448979593, 8.131377551020408, 8.005819515306122, 3.8145727040816326, 9.064094387755102, 11.138791454081632, 5.889269770408164, 4.424426020408164, 4.424426020408164, 3.8145727040816326, 8.938536352040815, 5.123963647959184, 4.424426020408164, 4.424426020408164, 8.17920918367347, 3.061224489795918, 3.061224489795918, 8.17920918367347, 4.920679209183673, 4.920679209183673, 9.207589285714286, 10.080516581632654, 0.8729272959183674, 5.901227678571429, 5.901227678571429, 4.286910076530613, 5.15983737244898, 0.8729272959183674, 5.829480229591836, 5.829480229591836, 13.572225765306122, 11.844308035714286, 5.907206632653061, 7.826450892857142, 1.8893494897959182, 1.8893494897959182, 2.6905293367346936, 11.240433673469388, 8.549904336734695, 8.107461734693878, 8.107461734693878, 2.6905293367346936, 11.240433673469388, 8.549904336734695, 6.218112244897959, 6.218112244897959, 4.585857780612245, 4.5679209183673475, 6.780133928571429, 6.780133928571429, 5.15983737244898, 12.73517219387755, 7.575334821428571, 7.174744897959185, 7.174744897959185, 5.15983737244898, 12.73517219387755, 7.575334821428571, 0.3946109693877551, 0.3946109693877551, 3.844467474489796, 3.844467474489796, 5.016342474489796, 2.6128029336734695, 2.5829081632653064, 5.016342474489796, 1.9371811224489797, 5.052216198979592, 5.189732142857143, 5.189732142857143, 4.292889030612245, 3.1150350765306123, 9.584263392857142, 5.291374362244898, 5.189732142857143, 5.189732142857143, 6.1762595663265305, 16.26873405612245, 10.092474489795919, 1.8833705357142856, 6.684470663265306, 4.80110012755102, 5.333227040816327, 5.333227040816327, 3.617267219387755, 1.4110331632653061, 2.2839604591836737, 0.8729272959183674, 4.747289540816327, 1.1300223214285714, 2.3676658163265305, 3.4498565051020407, 3.4498565051020407, 6.971460459183673, 3.4498565051020407, 3.4498565051020407, 4.603794642857143, 6.552933673469388, 6.552933673469388, 6.552933673469388, 6.552933673469388, 0.8370535714285714, 2.8639190051020407, 2.0268654336734695, 0.8370535714285714, 4.239078443877551, 4.239078443877551, 6.624681122448979, 4.86686862244898, 4.86686862244898, 5.787627551020408, 0.6277901785714286, 0.6277901785714286, 1.3930963010204083, 6.289859693877552, 11.228475765306122, 6.331712372448979, 1.3930963010204083, 6.289859693877552, 13.368941326530612, 8.47217793367347, 2.6905293367346936, 5.584343112244898, 2.893813775510204, 1.8355389030612246, 4.346699617346939, 2.5111607142857144, 2.499202806122449, 2.499202806122449, 2.499202806122449, 2.499202806122449, 3.5993303571428568, 6.977439413265306, 6.977439413265306, 6.511080994897959, 7.192681760204081, 7.192681760204081, 2.911750637755102, 0.21524234693877548, 0.21524234693877548, 0.4603794642857143, 0.4603794642857143, 5.189732142857143, 5.189732142857143, 0.8490114795918368, 4.5141103316326525, 9.763632015306122, 6.182238520408164, 0.5799585459183674, 5.97297512755102, 5.3930165816326525, 5.15983737244898, 5.15983737244898, 7.790577168367347, 7.790577168367347, 0.5799585459183674, 4.579878826530613, 4.5141103316326525, 2.6307397959183674, 2.6307397959183674, 5.97297512755102, 4.579878826530613, 4.5141103316326525, 5.3930165816326525, 4.340720663265306, 0.8848852040816326, 2.6666135204081636, 1.7817283163265307, 4.340720663265306, 6.218112244897959, 7.306281887755102, 7.975924744897959, 6.887755102040815, 5.1538584183673475, 5.1538584183673475, 6.146364795918367, 6.146364795918367, 0.2331792091836735, 0.2331792091836735, 3.8982780612244894, 3.8982780612244894, 6.140385841836735, 6.140385841836735, 3.6650988520408165, 3.6650988520408165, 6.146364795918367, 6.140385841836735, 6.140385841836735, 6.146364795918367, 5.763711734693878, 5.763711734693878, 1.8116230867346939, 2.3736447704081636, 0.5620216836734694, 5.763711734693878, 5.763711734693878, 4.938616071428571, 10.313695790816327, 8.63360969387755, 3.258529974489796, 2.1285076530612246, 2.1285076530612246, 4.322783801020408, 4.322783801020408, 2.3736447704081636, 6.343670280612244, 3.970025510204082, 4.741310586734694, 9.070073341836734, 4.328762755102041, 4.998405612244898, 7.114955357142858, 2.1165497448979593, 2.3676658163265305, 2.72640306122449, 0.3587372448979592, 4.322783801020408, 4.998405612244898, 7.114955357142858, 2.1165497448979593, 4.322783801020408, 1.6322544642857144, 5.5424904336734695, 3.910235969387755, 1.638233418367347, 5.5424904336734695, 3.910235969387755, 5.141900510204081, 5.141900510204081, 2.9834980867346936, 3.689014668367347, 0.7055165816326531, 0.7892219387755102, 9.255420918367346, 8.466198979591837, 1.0104432397959182, 10.05062181122449, 9.040178571428571, 5.398995535714286, 5.398995535714286, 0.22122130102040816, 0.7952008928571428, 0.5739795918367347, 2.9834980867346936, 5.398995535714286, 5.398995535714286, 1.1300223214285714, 1.2436224489795917, 3.689014668367347, 9.255420918367346, 9.375, 0.7055165816326531, 8.125398596938775, 8.131377551020408, 1.2017697704081631, 1.2017697704081631, 0.5739795918367347, 5.45280612244898, 4.878826530612245, 3.981983418367347, 4.466278698979592, 0.4842952806122449, 3.981983418367347, 4.466278698979592, 0.4842952806122449, 6.122448979591836, 6.122448979591836, 0.5739795918367347, 6.122448979591836, 6.122448979591836, 6.271922831632653, 6.104512117346939, 6.379544005102041, 5.697943239795919, 7.838408801020408, 7.563376913265306, 5.913185586734694, 6.188217474489796, 7.838408801020408, 7.563376913265306, 3.706951530612245, 4.167330994897959, 0.4603794642857143, 5.697943239795919, 13.620057397959185, 8.38249362244898, 0.4603794642857143, 5.697943239795919, 9.913105867346939, 4.21516262755102, 7.102997448979592, 7.102997448979592, 7.102997448979592, 7.102997448979592, 2.3856026785714284, 2.3856026785714284, 6.600765306122448, 6.600765306122448, 5.76969068877551, 5.76969068877551, 3.384088010204082, 3.384088010204082, 0.6636639030612245, 8.848852040816327, 8.185188137755102, 0.6636639030612245, 8.848852040816327, 8.185188137755102, 7.288345025510204, 7.288345025510204, 6.600765306122448, 8.017777423469388, 6.600765306122448, 13.799426020408163, 5.781648596938775, 0.7294323979591837, 6.511080994897959, 5.781648596938775, 2.34375, 4.203204719387755, 1.8594547193877553, 4.298867984693878, 4.298867984693878, 2.34375, 4.203204719387755, 1.8594547193877553, 0.31090561224489793, 0.31090561224489793, 1.692044005102041, 6.236049107142857, 4.544005102040816, 1.692044005102041, 5.925143494897959, 4.233099489795919, 5.76969068877551, 4.298867984693878, 5.76969068877551, 4.298867984693878, 9.446747448979592, 9.446747448979592, 3.677056760204082, 3.677056760204082, 6.06265943877551, 6.06265943877551, 8.579799107142858, 8.579799107142858, 6.06265943877551, 6.06265943877551, 6.53499681122449, 6.53499681122449, 0.8011798469387755, 6.7143654336734695, 5.913185586734694, 0.8011798469387755, 6.7143654336734695, 5.913185586734694, 3.6949936224489797, 11.49154974489796, 2.0448022959183674, 7.796556122448979, 5.823501275510204, 2.0448022959183674, 15.318080357142858, 9.494579081632654, 2.1285076530612246, 8.38249362244898, 6.253985969387756, 4.39453125, 5.428890306122449, 1.034359056122449, 7.222576530612244, 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data_to_plot = [vid01, vid02, vid03, vid04, vid05, vid06]

fig = plt.figure(1, figsize=(9, 6))
plt.grid(b=True, which='major', color='#666666', linestyle='-', alpha=0.2)
ax = fig.add_subplot(111)
ax.set_xticklabels([1, 2, 3, 4 ,5, 6])
ax.boxplot(data_to_plot)
plt.minorticks_on()
plt.grid(b=True, which='minor', color='#999999', linestyle='-', alpha=0.2)

plt.ylabel('ROI (%)')
plt.xlabel('Video')
plt.gca().yaxis.set_major_formatter(matplotlib.ticker.StrMethodFormatter("{x:.2f}"))
plt.show()