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Angelos Chatzimparmpas 4 years ago
parent f8dd6d87b8
commit d862ae15cb
10 changed files with 52264 additions and 86 deletions
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  1. BIN
      __pycache__/run.cpython-38.pyc
  2. 6
      frontend/src/components/DataSetExecController.vue
  3. 127
      frontend/src/components/History.vue
  4. 35
      frontend/src/components/Main.vue
  5. 4
      insertMongo.py
  6. 1056
      new_data_sets/biodeg.csv
  7. 47581
      new_data_sets/imports.csv
  8. 859
      new_data_sets/risk.csv
  9. 2585
      new_data_sets/seismic.csv
  10. 97
      run.py

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__pycache__/run.cpython-38.pyc
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6
frontend/src/components/DataSetExecController.vue
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@ -3,6 +3,10 @@
<label id="data" for="param-dataset" data-toggle="tooltip" data-placement="right" title="Tip: use one of the data sets already provided or upload a new file.">{{ dataset }}</label>
<select id="selectFile" @change="selectDataSet()">
<option value="HeartC.csv" selected>Heart Disease</option>
<option value="RiskC.csv">Risk Disease</option>
<option value="SeismicC.csv">Seismic Disease</option>
<option value="biodegC.csv">Biodeg Disease</option>
<option value="ImportsC.csv">Imports Disease</option>
<option value="local">Upload File</option>
</select>
<button class="btn-outline-success"
@ -45,7 +49,7 @@ export default {
this.defaultDataSet = fileName.options[fileName.selectedIndex].value
this.defaultDataSet = this.defaultDataSet.split('.')[0]
if (this.defaultDataSet == "HeartC") { // This is a function that handles a new file, which users can upload.
if (this.defaultDataSet == "HeartC" || this.defaultDataSet == "RiskC" || this.defaultDataSet == "SeismicC" || this.defaultDataSet == "biodegC" || this.defaultDataSet == "ImportsC") { // This is a function that handles a new file, which users can upload.
this.dataset = "Data set"
d3.select("#data").select("input").remove(); // Remove the selection field.
EventBus.$emit('SendToServerDataSetConfirmation', this.defaultDataSet)

127
frontend/src/components/History.vue
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@ -250,69 +250,71 @@ export default {
}
}
var percentage = []
for (let j = 0; j < countMax.length; j++) {
if (j >= 15) {
if (countMax[j] == 0) {
percentage.push((countMin[j]/2)*(-1)*100)
} else {
percentage.push(countMax[j]/2 * 100)
}
} else if (j >= 10) {
if (countMax[j] == 0) {
percentage.push((countMin[j]/2)*(-1)*100)
} else {
percentage.push(countMax[j]/2 * 100)
}
} else if (j >= 5) {
if (countMax[j] == 0) {
percentage.push((countMin[j]/2)*(-1)*100)
} else {
percentage.push(countMax[j]/2 * 100)
}
} else {
if (countMax[j] == 0) {
percentage.push((countMin[j]/2)*(-1) * 100)
} else {
percentage.push(countMax[j]/2 * 100)
}
}
}
//CORRECT
// var percentage = []
// for (let j = 0; j < countMax.length; j++) {
// if (j >= 15) {
// if (countMax[j] == 0) {
// percentage.push((countMin[j]/this.values[37-j])*(-1)*100)
// percentage.push((countMin[j]/2)*(-1)*100)
// } else {
// percentage.push(countMax[j]/this.values[37-j] * 100)
// percentage.push(countMax[j]/2 * 100)
// }
// } else if (j >= 10) {
// if (countMax[j] == 0) {
// percentage.push((countMin[j]/this.values[38-j])*(-1)*100)
// percentage.push((countMin[j]/2)*(-1)*100)
// } else {
// percentage.push(countMax[j]/this.values[38-j] * 100)
// percentage.push(countMax[j]/2 * 100)
// }
// } else if (j >= 5) {
// if (countMax[j] == 0) {
// percentage.push((countMin[j]/this.values[39-j])*(-1)*100)
// percentage.push((countMin[j]/2)*(-1)*100)
// } else {
// percentage.push(countMax[j]/this.values[39-j] * 100)
// percentage.push(countMax[j]/2 * 100)
// }
// } else {
// if (countMax[j] == 0) {
// percentage.push((countMin[j]/this.values[40-j])*(-1) * 100)
// percentage.push((countMin[j]/2)*(-1) * 100)
// } else {
// percentage.push(countMax[j]/this.values[40-j] * 100)
// percentage.push(countMax[j]/2 * 100)
// }
// }
// }
//CORRECT
console.log(countMax)
console.log(countMin)
var percentage = []
for (let j = 0; j < countMax.length; j++) {
if (j >= 15) {
if (countMax[j] == 0) {
percentage.push((countMin[j]/this.valuesStage2[37-j])*(-1)*100)
} else {
percentage.push(countMax[j]/this.valuesStage2[37-j] * 100)
}
} else if (j >= 10) {
if (countMax[j] == 0) {
percentage.push((countMin[j]/this.valuesStage2[38-j])*(-1)*100)
} else {
percentage.push(countMax[j]/this.valuesStage2[38-j] * 100)
}
} else if (j >= 5) {
if (countMax[j] == 0) {
percentage.push((countMin[j]/this.valuesStage2[39-j])*(-1)*100)
} else {
percentage.push(countMax[j]/this.valuesStage2[39-j] * 100)
}
} else {
if (countMax[j] == 0) {
percentage.push((countMin[j]/this.valuesStage2[40-j])*(-1) * 100)
} else {
percentage.push(countMax[j]/this.valuesStage2[40-j] * 100)
}
}
}
this.percentageOverall = percentage
},
SankeyViewStage3 () {
var valuesLoc = this.valuesStage2
console.log(valuesLoc)
var localStep = 2
var numberofModels = 6
var units = "Models";
@ -438,9 +440,9 @@ export default {
var colorDiff
colorDiff = d3v5.scaleSequential(d3v5.interpolatePRGn).domain([-100, 100])
var percentage = this.percentageOverall
console.log(percentage)
var previousPercentage = this.storePreviousPercentage
console.log(previousPercentage)
// add in the links
var link = svg.append("g").selectAll(".link")
.data(graph.links)
@ -744,40 +746,41 @@ export default {
}
}
}
var percentage = []
for (let j = 0; j < countMax.length; j++) {
if (j >= 5) {
if (countMax[j] == 0) {
percentage.push((countMin[j]/5)*(-1)*100)
} else {
percentage.push(countMax[j]/5 * 100)
}
} else {
if (countMax[j] == 0) {
percentage.push((countMin[j]/5)*(-1) * 100)
} else {
percentage.push(countMax[j]/5 * 100)
}
}
}
//CORRECT
console.log(countMax)
console.log(countMin)
// var percentage = []
// for (let j = 0; j < countMax.length; j++) {
// if (j >= 5) {
// if (countMax[j] == 0) {
// percentage.push((countMin[j]/this.values[15-j])*(-1)*100)
// percentage.push((countMin[j]/5)*(-1)*100)
// } else {
// percentage.push(countMax[j]/this.values[15-j] * 100)
// percentage.push(countMax[j]/5 * 100)
// }
// } else {
// if (countMax[j] == 0) {
// percentage.push((countMin[j]/this.values[16-j])*(-1) * 100)
// percentage.push((countMin[j]/5)*(-1) * 100)
// } else {
// percentage.push(countMax[j]/this.values[16-j] * 100)
// percentage.push(countMax[j]/5 * 100)
// }
// }
// }
//CORRECT
var percentage = []
for (let j = 0; j < countMax.length; j++) {
if (j >= 5) {
if (countMax[j] == 0) {
percentage.push((countMin[j]/this.values[15-j])*(-1)*100)
} else {
percentage.push(countMax[j]/this.values[15-j] * 100)
}
} else {
if (countMax[j] == 0) {
percentage.push((countMin[j]/this.values[16-j])*(-1) * 100)
} else {
percentage.push(countMax[j]/this.values[16-j] * 100)
}
}
}
this.percentageOverall = percentage

35
frontend/src/components/Main.vue
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@ -184,6 +184,7 @@ export default Vue.extend({
projectionID_A: 1,
projectionID_B: 1,
storeEnsemble: [],
storeEnsemblePermanently: [],
PredictSelEnsem: [],
firstTimeExec: true,
unselectedRemainingPoints: [],
@ -312,11 +313,14 @@ export default Vue.extend({
this.Status = " (S) Stage 1"
} else {
var Performance = JSON.parse(this.OverviewResults[1])
EventBus.$emit('SendStoredEnsembleHist', this.storeEnsemble)
EventBus.$emit('SendStoredEnsemble', this.storeEnsemble)
console.log(this.storeEnsemblePermanently)
EventBus.$emit('SendStoredEnsembleHist', this.storeEnsemblePermanently)
EventBus.$emit('SendStoredEnsemble', this.storeEnsemblePermanently)
EventBus.$emit('SendPerformance', Performance)
EventBus.$emit('emittedEventCallingCrossoverMutation', this.OverviewResults)
this.PredictSelEnsem = []
this.storeBothEnsCM[1] = this.OverviewResults
this.getFinalResults()
if (this.sankeyCallS == 1) {
EventBus.$emit('SendSank')
EventBus.$emit('emittedEventCallingSankeyStage2')
@ -328,8 +332,6 @@ export default Vue.extend({
this.Status = " (S) Stage \u2014"
} else {
}
this.storeBothEnsCM[1] = this.OverviewResults
this.getFinalResults()
EventBus.$emit('emittedEventCallingGrid', this.OverviewResults)
EventBus.$emit('SendSelectedPointsToServerEvent', this.PredictSelEnsem)
//EventBus.$emit('emittedEventCallingGridSelection', this.OverviewResults)
@ -370,6 +372,7 @@ export default Vue.extend({
this.storeBothEnsCM[0] = this.OverviewResultsCM
EventBus.$emit('callAlgorithhms')
EventBus.$emit('SendSelectedPointsUpdateIndicatorCM', [])
//EventBus.$emit('emittedEventCallingSankey', this.OverviewResultsCM)
//this.PredictSel = []
//EventBus.$emit('emittedEventCallingGrid', this.OverviewResultsCM)
@ -549,6 +552,12 @@ export default Vue.extend({
axios.post(path, postData, axiosConfig)
.then(response => {
console.log('Remove from Ensemble (scatterplot)!')
this.storeEnsemblePermanently = []
for (let i = 0; i < this.ClassifierIDsListRemaining.length; i++) {
this.storeEnsemblePermanently.push(this.ClassifierIDsListRemaining[i])
}
console.log(this.storeEnsemblePermanently)
EventBus.$emit('SendSelectedPointsUpdateIndicatorCM', [])
this.getDatafromtheBackEnd()
})
.catch(error => {
@ -907,21 +916,23 @@ export default Vue.extend({
},
sendPointsCrossMutat () {
const path = `http://127.0.0.1:5000/data/CrossoverMutation`
var mergedStoreEnsembleLoc = [].concat.apply([], this.storeEnsemble)
for (let i = 0; i < this.storeEnsemble.length; i++) {
this.storeEnsemblePermanently.push(this.storeEnsemble[i])
}
var mergedStoreEnsembleLoc = [].concat.apply([], this.storeEnsemblePermanently)
console.log(mergedStoreEnsembleLoc)
if (this.CurrentStage == 1) {
var postData = {
RemainingPoints: this.unselectedRemainingPoints,
StoreEnsemble: mergedStoreEnsembleLoc,
loopNumber: this.CMNumberofModels,
loopNumber: this.CMNumberofModelsOFFICIAL,
Stage: this.CurrentStage
}
} else {
var postData = {
RemainingPoints: this.unselectedRemainingPoints,
StoreEnsemble: mergedStoreEnsembleLoc,
loopNumber: this.CMNumberofModelsS2,
loopNumber: this.CMNumberofModelsOFFICIALS2,
Stage: this.CurrentStage
}
this.sankeyCallS = this.sankeyCallS + 1
@ -1011,7 +1022,7 @@ export default Vue.extend({
EventBus.$on('RemainingPointsCM', data => { this.unselectedRemainingPointsEnsem = data })
EventBus.$on('ChangeKey', data => { this.keyNow = data })
EventBus.$on('SendSelectedPointsUpdateIndicator', data => { this.ClassifierIDsList = data; this.storeEnsemble.push(this.ClassifierIDsList) })
EventBus.$on('SendSelectedPointsUpdateIndicator', data => { this.ClassifierIDsList = data; this.storeEnsemble = []; this.storeEnsemble.push(this.ClassifierIDsList) })
EventBus.$on('SendSelectedPointsUpdateIndicator', this.SelectedPoints)
EventBus.$on('sendToServerSelectedScatter', this.SendSelectedPointsToServer)
@ -1049,7 +1060,9 @@ export default Vue.extend({
EventBus.$on('AllSelModels', data => {this.valueSel = data})
EventBus.$on('RemoveFromEnsemble', data => { this.ClassifierIDsListRemaining = data })
EventBus.$on('RemoveFromEnsemble', data => {
this.ClassifierIDsListRemaining = data;
})
EventBus.$on('RemoveFromEnsemble', this.RemoveFromEnsembleModels)
EventBus.$on('OpenModal', this.openModalFun)

4
insertMongo.py
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@ -10,7 +10,7 @@ def import_content(filepath):
mng_client = pymongo.MongoClient('localhost', 27017)
mng_db = mng_client['mydb']
#collection_name = 'StanceCTest'
collection_name = 'HeartC'
collection_name = 'biodegC'
db_cm = mng_db[collection_name]
cdir = os.path.dirname(__file__)
file_res = os.path.join(cdir, filepath)
@ -21,5 +21,5 @@ def import_content(filepath):
db_cm.insert(data_json)
if __name__ == "__main__":
filepath = '/Users/anchaa/Documents/Research/HyperSearVis_code/extra_data_sets/heart.csv'
filepath = '/Users/anchaa/Documents/Research/HyperSearVis_code/new_data_sets/biodeg.csv'
import_content(filepath)

1056
new_data_sets/biodeg.csv
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47581
new_data_sets/imports.csv
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859
new_data_sets/risk.csv
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@ -0,0 +1,859 @@
Age,Number of sexual partners,First sexual intercourse,Num of pregnancies,Smokes,Smokes (years),Smokes (packs/year),Hormonal Contraceptives,Hormonal Contraceptives (years),IUD,IUD (years),STDs,STDs (number),STDs:condylomatosis,STDs:cervical condylomatosis,STDs:vaginal condylomatosis,STDs:vulvo-perineal condylomatosis,STDs:syphilis,STDs:pelvic inflammatory disease,STDs:genital herpes,STDs:molluscum contagiosum,STDs:AIDS,STDs:HIV,STDs:Hepatitis B,STDs:HPV,STDs: Number of diagnosis,STDs: Time since first diagnosis,STDs: Time since last diagnosis,Dx:Cancer,Dx:CIN,Dx:HPV,Dx,Hinselmann,Schiller,Citology,Biopsy*
18,4.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,1.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,1.0,?,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
52,5.0,16.0,4.0,1.0,37.0,37.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,0,0,0,0,0
46,3.0,21.0,4.0,0.0,0.0,0.0,1.0,15.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
42,3.0,23.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
51,3.0,17.0,6.0,1.0,34.0,3.4,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
26,1.0,26.0,3.0,0.0,0.0,0.0,1.0,2.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
45,1.0,20.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,1,0,0,0,0
44,3.0,15.0,?,1.0,1.266972909,2.8,0.0,0.0,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
44,3.0,26.0,4.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,1.0,17.0,3.0,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
45,4.0,14.0,6.0,0.0,0.0,0.0,1.0,10.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
44,2.0,25.0,2.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
43,2.0,18.0,5.0,0.0,0.0,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
40,3.0,18.0,2.0,0.0,0.0,0.0,1.0,15.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
41,4.0,21.0,3.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
43,3.0,15.0,8.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
42,2.0,20.0,?,0.0,0.0,0.0,1.0,7.0,1.0,6.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
40,2.0,27.0,?,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
43,2.0,18.0,4.0,0.0,0.0,0.0,1.0,15.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
41,3.0,17.0,4.0,0.0,0.0,0.0,1.0,10.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,21.0,21.0,0,0,0,0,0,0,0,0
40,1.0,18.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,2.0,2.0,0,0,0,0,0,1,1,1
40,1.0,20.0,2.0,0.0,0.0,0.0,1.0,15.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,0,1,1,0,1
40,3.0,15.0,3.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
44,3.0,19.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
39,5.0,23.0,2.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
39,2.0,17.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,3.0,24.0,1.0,1.0,3.0,0.04,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,6.0,26.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
41,3.0,17.0,3.0,0.0,0.0,0.0,1.0,22.0,1.0,0.58,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
40,2.0,21.0,2.0,0.0,0.0,0.0,1.0,19.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,3.0,17.0,5.0,1.0,1.266972909,0.5132021277,1.0,10.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,3.0,15.0,3.0,0.0,0.0,0.0,1.0,0.5,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
38,2.0,15.0,2.0,0.0,0.0,0.0,1.0,0.5,1.0,19.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,0
37,3.0,17.0,5.0,0.0,0.0,0.0,1.0,1.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
39,2.0,17.0,4.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,?,18.0,1.0,0.0,0.0,0.0,1.0,0.58,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
39,1.0,24.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,2.0,20.0,3.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,?,17.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,2.0,18.0,?,0.0,0.0,0.0,0.0,0.0,?,?,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,15.0,15.0,0,1,0,1,0,1,0,1
36,3.0,18.0,3.0,1.0,1.266972909,2.4,1.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,3.0,17.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,3.0,19.0,3.0,1.0,12.0,6.0,1.0,13.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,1
36,1.0,17.0,4.0,0.0,0.0,0.0,1.0,0.25,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,2.0,18.0,3.0,?,?,?,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
40,2.0,20.0,3.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
41,2.0,17.0,4.0,0.0,0.0,0.0,0.0,0.0,1.0,17.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,3.0,18.0,3.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,3.0,15.0,4.0,0.0,0.0,0.0,1.0,0.25,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,2.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,5.0,17.0,3.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,3.0,18.0,4.0,1.0,18.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,1.0,16.0,3.0,0.0,0.0,0.0,1.0,11.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
41,4.0,16.0,5.0,0.0,0.0,0.0,1.0,15.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,5.0,15.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,3.0,21.0,6.0,1.0,7.0,1.6,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,0
35,2.0,18.0,6.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,1,0
35,3.0,17.0,4.0,0.0,0.0,0.0,1.0,7.0,1.0,0.08,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,19.0,19.0,0,0,0,0,0,0,0,0
34,3.0,19.0,3.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,3.0,20.0,5.0,1.0,19.0,19.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,1.0,21.0,1.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,1.0,19.0,2.0,0.0,0.0,0.0,1.0,12.0,1.0,0.25,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
38,2.0,15.0,4.0,0.0,0.0,0.0,1.0,16.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,0,0,1,0,1
37,3.0,17.0,3.0,0.0,0.0,0.0,1.0,3.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,3.0,19.0,3.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,4.0,19.0,2.0,1.0,21.0,21.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,3.0,20.0,2.0,0.0,0.0,0.0,0.0,0.0,1.0,10.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,3.0,3.0,0,0,0,0,0,0,0,0
35,5.0,23.0,2.0,0.0,0.0,0.0,1.0,0.33,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,4.0,17.0,3.0,0.0,0.0,0.0,1.0,15.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,?,?,3.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
34,2.0,21.0,2.0,0.0,0.0,0.0,1.0,0.33,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,2.0,20.0,2.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,2.0,17.0,2.0,1.0,15.0,0.32,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
35,2.0,27.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,5.0,14.0,5.0,0.0,0.0,0.0,1.0,1.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,3.0,21.0,1.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,3.0,17.0,6.0,1.0,13.0,2.6,1.0,7.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,12.0,12.0,0,0,0,0,0,1,0,0
35,2.0,19.0,3.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,1.0,27.0,3.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,3.0,15.0,3.0,1.0,16.0,0.8,0.0,0.0,1.0,11.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,2.0,18.0,2.0,0.0,0.0,0.0,1.0,2.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,3.0,18.0,2.0,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,2.0,15.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
34,1.0,20.0,1.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,2.0,20.0,2.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,5.0,18.0,2.0,0.0,0.0,0.0,1.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,3.0,16.0,2.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,1.0,32.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,1.0,13.0,6.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
35,3.0,16.0,5.0,0.0,0.0,0.0,1.0,4.0,1.0,11.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,4.0,16.0,3.0,0.0,0.0,0.0,1.0,8.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,1.0,29.0,2.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,1,1
33,3.0,16.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,4.0,16.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
35,5.0,11.0,?,1.0,15.0,15.0,1.0,14.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,1,1
35,1.0,18.0,2.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,1.0,20.0,5.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
33,3.0,18.0,2.0,0.0,0.0,0.0,1.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,3.0,15.0,7.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,5.0,16.0,4.0,0.0,0.0,0.0,0.0,0.0,1.0,7.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,11.0,11.0,0,0,0,0,0,0,1,0
31,3.0,18.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
38,3.0,18.0,4.0,0.0,0.0,0.0,1.0,10.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,1,1
33,2.0,17.0,3.0,0.0,0.0,0.0,1.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,4.0,18.0,4.0,1.0,8.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,4.0,16.0,2.0,0.0,0.0,0.0,1.0,13.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,5.0,19.0,1.0,1.0,4.0,0.5132021277,1.0,2.282200521,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,2.0,15.0,2.0,0.0,0.0,0.0,1.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,2.0,17.0,1.0,0.0,0.0,0.0,?,?,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,1,1,0,0,0,0
32,3.0,17.0,1.0,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,7.0,12.0,2.0,1.0,19.0,5.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
30,3.0,19.0,2.0,0.0,0.0,0.0,1.0,9.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,9.0,9.0,0,0,0,0,0,0,0,0
23,5.0,23.0,2.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,3.0,15.0,4.0,0.0,0.0,0.0,1.0,0.66,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,3.0,13.0,3.0,0.0,0.0,0.0,0.0,0.0,1.0,15.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,3.0,17.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,3.0,16.0,3.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
30,2.0,17.0,2.0,0.0,0.0,0.0,1.0,11.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,3.0,15.0,3.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,1.0,16.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,5.0,15.0,3.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,3.0,14.0,4.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,5.0,20.0,?,0.0,0.0,0.0,1.0,2.0,?,?,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
30,3.0,17.0,4.0,0.0,0.0,0.0,1.0,12.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,3.0,16.0,4.0,1.0,10.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,2.0,19.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,2.0,14.0,4.0,0.0,0.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,1.0,29.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,2.0,14.0,6.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,2.0,18.0,6.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,?,13.0,3.0,1.0,22.0,3.3,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,3.0,3.0,0,0,0,0,1,1,0,1
30,2.0,22.0,2.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,4.0,18.0,2.0,1.0,14.0,3.5,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,3.0,14.0,3.0,0.0,0.0,0.0,1.0,12.0,1.0,2.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,7.0,7.0,0,0,0,0,0,0,1,0
27,3.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,2.0,18.0,3.0,0.0,0.0,0.0,?,?,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,4.0,18.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,1.0,28.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,2.0,14.0,3.0,0.0,0.0,0.0,1.0,0.5,1.0,12.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,1.0,21.0,2.0,0.0,0.0,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
20,3.0,18.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
31,3.0,12.0,3.0,1.0,16.0,12.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
28,1.0,19.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
30,2.0,17.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,3.0,15.0,6.0,1.0,0.5,0.025,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,4.0,15.0,3.0,0.0,0.0,0.0,1.0,0.5,1.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,4.0,10.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,8.0,8.0,0,0,0,0,0,0,0,0
33,3.0,18.0,5.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,3.0,15.0,5.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
28,2.0,18.0,2.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,1.0,18.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,3.0,19.0,2.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,1,0
26,2.0,18.0,2.0,0.0,0.0,0.0,1.0,2.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,2.0,15.0,3.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,4.0,16.0,2.0,1.0,11.0,2.75,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,1.0,16.0,2.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,?,17.0,2.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,2.0,21.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,2.0,19.0,2.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,2.0,15.0,3.0,0.0,0.0,0.0,1.0,5.0,1.0,1.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,2.0,18.0,2.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,1.0,23.0,3.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,5.0,14.0,4.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,1
29,?,19.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
30,3.0,19.0,2.0,0.0,0.0,0.0,1.0,5.0,1.0,5.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,3.0,3.0,0,0,0,0,0,0,0,0
29,1.0,20.0,2.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,2.0,18.0,?,0.0,0.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,4.0,16.0,3.0,0.0,0.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,3.0,18.0,4.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,3.0,17.0,3.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,7.0,7.0,0,0,0,0,0,0,0,0
26,2.0,17.0,2.0,1.0,1.266972909,0.5132021277,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,2.0,17.0,2.0,0.0,0.0,0.0,1.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,3.0,15.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,16.0,16.0,0,0,0,0,0,0,0,0
28,3.0,15.0,5.0,1.0,12.0,12.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,1.0,19.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,1.0,19.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
27,3.0,20.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,4.0,16.0,4.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
30,1.0,16.0,2.0,0.0,0.0,0.0,1.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,2.0,15.0,2.0,0.0,0.0,0.0,1.0,1.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,2.0,19.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,3.0,?,4.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,2.0,18.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,1.0,18.0,2.0,0.0,0.0,0.0,1.0,0.25,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,2.0,17.0,?,0.0,0.0,0.0,1.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
25,15.0,16.0,2.0,?,?,?,0.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,6.0,6.0,0,0,0,0,0,0,0,0
28,3.0,16.0,3.0,1.0,12.0,6.0,1.0,7.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,2.0,2.0,0,0,0,0,0,0,0,0
27,5.0,19.0,2.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,1,0,0,1,0
25,2.0,18.0,2.0,0.0,0.0,0.0,1.0,5.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
28,8.0,18.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,3.0,14.0,2.0,0.0,0.0,0.0,1.0,2.0,1.0,0.91,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,0
27,2.0,17.0,4.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,10.0,16.0,1.0,1.0,9.0,0.5132021277,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
25,4.0,17.0,3.0,0.0,0.0,0.0,1.0,1.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,2.0,20.0,2.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,3.0,18.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,5.0,18.0,?,0.0,0.0,0.0,1.0,1.0,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,1,0,1,0,0,0,0
27,1.0,16.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,2.0,18.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,7.0,17.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,4.0,17.0,4.0,1.0,2.0,0.2,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,2.0,13.0,2.0,1.0,7.0,1.4,1.0,3.0,0.0,0.0,1.0,3.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,5.0,5.0,0,0,0,0,0,0,0,0
28,2.0,19.0,2.0,0.0,0.0,0.0,1.0,0.42,1.0,3.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,7.0,7.0,0,0,0,0,1,1,0,1
21,1.0,20.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,3.0,17.0,2.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,1,1
28,2.0,20.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,3.0,18.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,4.0,16.0,1.0,0.0,0.0,0.0,1.0,0.67,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,3.0,15.0,2.0,0.0,0.0,0.0,1.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,5.0,15.0,4.0,0.0,0.0,0.0,1.0,3.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,1.0,26.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,3.0,15.0,3.0,1.0,5.0,5.0,?,?,?,?,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,6.0,6.0,0,0,0,0,0,0,0,0
28,3.0,15.0,6.0,1.0,14.0,2.1,1.0,7.0,1.0,4.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,10.0,10.0,0,0,0,0,0,0,0,0
30,1.0,17.0,3.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
25,1.0,24.0,1.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,3.0,17.0,3.0,1.0,10.0,2.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
26,1.0,16.0,2.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,3.0,17.0,4.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,4.0,18.0,1.0,1.0,4.0,0.5132021277,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,?,18.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
25,?,?,2.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,1.0,19.0,3.0,0.0,0.0,0.0,?,?,?,?,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,8.0,8.0,0,0,0,0,0,0,0,0
23,1.0,13.0,2.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,2.0,18.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,4.0,4.0,0,0,0,0,1,1,0,1
28,6.0,15.0,3.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
26,1.0,18.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,4.0,15.0,3.0,1.0,7.0,0.7,0.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,5.0,5.0,0,0,0,0,0,1,0,0
31,2.0,17.0,3.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
27,3.0,15.0,4.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,1,0,1,0,0,0,0
23,2.0,17.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,3.0,15.0,5.0,0.0,0.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,3.0,17.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,2.0,16.0,2.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,?,18.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
25,2.0,17.0,1.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,2.0,15.0,3.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,2.0,2.0,0,0,0,0,0,0,0,0
24,2.0,17.0,1.0,0.0,0.0,0.0,?,?,?,?,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,4.0,4.0,0,0,0,0,0,0,0,0
29,4.0,16.0,5.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,3.0,15.0,2.0,1.0,8.0,0.8,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,1.0,16.0,3.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,2.0,19.0,1.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,1.0,23.0,1.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,6.0,18.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
25,3.0,18.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,1.0,20.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,2.0,17.0,2.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,19.0,2.0,0.0,0.0,0.0,1.0,0.67,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,2.0,18.0,2.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,3.0,13.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,2.0,18.0,2.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,17.0,2.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,0
24,2.0,16.0,1.0,1.0,6.0,1.2,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,3.0,18.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,2.0,18.0,2.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,4.0,16.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
22,3.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
21,5.0,16.0,1.0,0.0,0.0,0.0,1.0,0.42,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,8.0,15.0,1.0,1.0,10.0,7.5,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,2.0,15.0,4.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,2.0,16.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,14.0,2.0,0.0,0.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,14.0,7.0,1.0,1.266972909,0.5132021277,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
22,2.0,15.0,2.0,1.0,5.0,1.25,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,1
21,?,16.0,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,2.0,19.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,2.0,17.0,3.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
23,2.0,17.0,3.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,1.0,18.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,17.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,3.0,17.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
23,?,17.0,?,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
24,3.0,14.0,2.0,0.0,0.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,2.0,18.0,1.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,3.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,0
21,4.0,17.0,3.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,1.0,19.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,2.0,18.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,2.0,17.0,1.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
23,2.0,16.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,4.0,14.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
21,1.0,18.0,1.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,3.0,17.0,3.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,1.0,19.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
26,2.0,21.0,2.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,4.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,3.0,16.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,15.0,2.0,1.0,1.266972909,0.5132021277,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,2.0,17.0,2.0,1.0,3.0,3.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,13.0,2.0,1.0,15.0,0.75,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,18.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,2.0,17.0,3.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,20.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,18.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,17.0,1.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,3.0,3.0,0,0,0,0,0,0,0,0
24,3.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,18.0,2.0,?,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,1.0,16.0,3.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,3.0,18.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
23,2.0,15.0,3.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,?,16.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,4.0,16.0,3.0,1.0,1.0,0.1,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,3.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,?,19.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
20,5.0,17.0,1.0,1.0,0.5,0.5132021277,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,3.0,18.0,1.0,0.0,0.0,0.0,1.0,0.66,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,18.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
25,2.0,18.0,3.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,4.0,16.0,2.0,0.0,0.0,0.0,?,?,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,2.0,2.0,0,0,0,0,0,0,0,0
23,2.0,18.0,1.0,0.0,0.0,0.0,1.0,0.58,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,4.0,18.0,4.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,27.0,3.0,0.0,0.0,0.0,0.0,0.0,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,5.0,15.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,17.0,2.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
20,3.0,16.0,2.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,2.0,17.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
20,1.0,20.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,18.0,1.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,19.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
22,3.0,15.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,1,1
22,2.0,19.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
20,2.0,17.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,2.0,18.0,2.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
33,?,16.0,4.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,1.0,19.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,1
21,1.0,18.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,2.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,4.0,15.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
23,1.0,18.0,5.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,15.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
27,1.0,15.0,4.0,0.0,0.0,0.0,1.0,2.282200521,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,1.0,17.0,5.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,3.0,17.0,4.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,2.0,18.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,2.0,18.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,1,0,1,1,1
22,1.0,18.0,2.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
48,2.0,16.0,7.0,1.0,32.0,8.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,5.0,14.0,3.0,1.0,4.0,3.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
20,2.0,18.0,1.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,3.0,18.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,1.0,16.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
21,2.0,16.0,1.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,1.0,15.0,1.0,1.0,2.0,0.2,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
18,1.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,4.0,16.0,1.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,1,0,1
19,4.0,14.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
19,2.0,15.0,2.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,1.0,17.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,3.0,16.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,1.0,18.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
19,4.0,15.0,2.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,4.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,2.0,13.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
45,2.0,18.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,1,0
19,3.0,13.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,6.0,6.0,0,0,0,0,0,0,0,0
18,1.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,2.0,15.0,2.0,0.0,0.0,0.0,?,?,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,17.0,1.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,2.0,21.0,4.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,1.0,20.0,2.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,4.0,17.0,1.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,1.0,15.0,2.0,0.0,0.0,0.0,1.0,0.42,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,1.0,15.0,1.0,0.0,0.0,0.0,1.0,0.33,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,3.0,16.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,2.0,16.0,?,0.0,0.0,0.0,1.0,0.75,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,3.0,15.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,1.0,19.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,?,16.0,1.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,1.0,18.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,4.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,1,1
24,4.0,17.0,1.0,1.0,9.0,2.25,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,5.0,13.0,3.0,1.0,1.266972909,0.5132021277,1.0,0.75,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,1,0,0,0,0,0
23,2.0,19.0,2.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,5.0,14.0,2.0,1.0,2.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,3.0,3.0,0,0,0,0,0,0,0,0
22,1.0,16.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
41,3.0,19.0,2.0,0.0,0.0,0.0,1.0,4.0,1.0,5.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,22.0,22.0,0,0,0,0,0,0,0,0
20,2.0,14.0,4.0,1.0,3.0,3.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,1
18,2.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,2.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,3.0,15.0,1.0,1.0,2.0,0.003,1.0,0.58,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,3.0,15.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
25,5.0,16.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,2.0,15.0,3.0,0.0,0.0,0.0,1.0,0.58,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
18,1.0,16.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,2.0,2.0,0,0,0,0,0,0,0,0
21,3.0,14.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,0
18,2.0,15.0,3.0,1.0,7.0,3.5,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
22,2.0,18.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,3.0,14.0,3.0,1.0,4.0,0.2,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
17,1.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,2.0,17.0,1.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,?,15.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
19,1.0,16.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,3.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,2.0,18.0,1.0,1.0,13.0,7.0,0.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,1,21.0,21.0,0,0,0,0,0,0,0,0
18,1.0,18.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,3.0,14.0,1.0,1.0,3.0,0.45,?,?,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,2.0,16.0,2.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
18,?,16.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
21,1.0,15.0,3.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,2.0,15.0,1.0,0.0,0.0,0.0,1.0,0.33,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,16.0,3.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,3.0,15.0,1.0,0.0,0.0,0.0,1.0,0.58,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,3.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,2.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,2.0,16.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
17,1.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,2.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,4.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,3,3.0,1.0,0,0,0,0,1,1,0,0
17,2.0,15.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
17,2.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,2.0,11.0,3.0,0.0,0.0,0.0,1.0,0.42,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,1.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,1,0
18,2.0,15.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
35,3.0,21.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,3.0,15.0,1.0,1.0,1.0,0.15,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,3.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,1.0,14.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,?,17.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
17,1.0,16.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,2.0,2.0,0,0,0,0,0,0,0,0
19,4.0,14.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
18,2.0,17.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,3.0,15.0,?,0.0,0.0,0.0,1.0,0.33,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
18,2.0,15.0,2.0,1.0,0.5,0.05,1.0,0.33,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,0,0,0
17,2.0,13.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,2.0,18.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,4.0,4.0,0,0,0,0,0,0,1,0
16,2.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,7.0,16.0,1.0,1.0,5.0,5.0,1.0,2.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,3.0,3.0,0,0,0,0,0,0,0,0
20,1.0,16.0,1.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,1.0,15.0,1.0,1.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,1.0,15.0,2.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,4.0,15.0,1.0,0.0,0.0,0.0,1.0,0.42,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,1.0,14.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,3.0,19.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,0,1,0,0,0,0
16,1.0,15.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,0
20,3.0,17.0,2.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,1
17,2.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,3.0,14.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,1,0
16,1.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,3.0,18.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,5.0,16.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
15,1.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,1.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,1.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,1.0,15.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
18,1.0,17.0,1.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,2.0,15.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
18,3.0,17.0,1.0,1.0,6.0,1.2,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,3.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,3.0,16.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
18,1.0,16.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,2.0,14.0,2.0,0.0,0.0,0.0,1.0,0.66,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,1.0,16.0,1.0,?,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,1.0,16.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
15,1.0,15.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
15,1.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,1.0,16.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,1.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,3.0,14.0,1.0,1.0,1.266972909,0.5132021277,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,1,0
16,2.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
14,2.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
14,?,14.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
15,3.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,5.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
14,1.0,14.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,1.0,14.0,2.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,0
17,1.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,1.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,28.0,10.0,1.0,1.0,5.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,2.0,13.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
15,2.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
39,5.0,18.0,4.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,2.0,16.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,2.0,17.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
41,3.0,20.0,4.0,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,3.0,17.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,4.0,15.0,2.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
38,2.0,22.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
38,2.0,19.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,4.0,16.0,1.0,1.0,9.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,1.0,24.0,2.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,4.0,13.0,8.0,0.0,0.0,0.0,?,?,?,?,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,?,18.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
39,1.0,18.0,4.0,0.0,0.0,0.0,1.0,8.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,0
20,3.0,16.0,4.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,1.0,18.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,17.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,2.0,20.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,1.0,26.0,2.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,1.0,18.0,2.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,4.0,14.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
25,2.0,16.0,1.0,0.0,0.0,0.0,?,?,?,?,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,3.0,3.0,0,0,0,0,0,0,0,0
19,1.0,17.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,1.0,26.0,3.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,2.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
20,1.0,18.0,1.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,?,16.0,3.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
27,1.0,18.0,3.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
24,3.0,15.0,3.0,1.0,8.0,2.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,2.0,21.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,4.0,4.0,0,0,0,0,0,0,0,0
32,2.0,17.0,5.0,0.0,0.0,0.0,1.0,0.33,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
39,4.0,29.0,1.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,1.0,22.0,2.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,5.0,15.0,2.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,3.0,16.0,5.0,0.0,0.0,0.0,1.0,4.0,1.0,0.33,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,2.0,20.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,17.0,3.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
36,1.0,22.0,4.0,1.0,16.0,4.8,0.0,0.0,0.0,0.0,1.0,3.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,7.0,7.0,0,0,0,0,0,0,0,0
18,1.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,2.0,20.0,2.0,1.0,9.0,4.5,1.0,6.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,16.0,16.0,0,0,0,0,0,0,0,0
25,2.0,20.0,1.0,0.0,0.0,0.0,1.0,2.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,3.0,14.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,2.0,16.0,1.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,3.0,17.0,1.0,1.0,9.0,4.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
18,2.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,5.0,21.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,4.0,15.0,4.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,2.0,16.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,1.0,19.0,2.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,3.0,18.0,2.0,1.0,1.266972909,0.5132021277,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,1.0,17.0,1.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,2.0,14.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
42,2.0,18.0,2.0,0.0,0.0,0.0,1.0,0.66,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,2.0,15.0,1.0,1.0,1.0,0.2,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,4.0,17.0,2.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,1.0,17.0,3.0,0.0,0.0,0.0,1.0,0.16,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,1.0,16.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
27,3.0,20.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,2.0,17.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
30,1.0,15.0,3.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
33,4.0,18.0,3.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,4.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,1,1
19,1.0,15.0,1.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,3.0,19.0,1.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,2.0,19.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,2.0,16.0,1.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,3.0,18.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,1.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,4.0,14.0,2.0,1.0,2.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,3.0,18.0,2.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,1.0,16.0,1.0,1.0,2.0,0.05,0.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,1,1,0,1
20,3.0,16.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,4.0,17.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,3.0,16.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
16,3.0,14.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,2.0,12.0,?,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
29,3.0,17.0,?,0.0,0.0,0.0,1.0,4.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,17.0,1.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,3.0,15.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
17,2.0,15.0,2.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,2.0,17.0,3.0,0.0,0.0,0.0,1.0,9.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,1
20,3.0,17.0,1.0,1.0,1.0,0.1,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,3.0,17.0,3.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
18,3.0,16.0,1.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
33,3.0,15.0,4.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,4.0,12.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,3.0,17.0,3.0,0.0,0.0,0.0,1.0,0.42,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
40,2.0,21.0,4.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
27,2.0,17.0,3.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,1.0,22.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,1.0,16.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
38,1.0,24.0,3.0,0.0,0.0,0.0,1.0,6.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,15.0,2.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,15.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,1.0,28.0,1.0,1.0,16.0,2.4,0.0,0.0,0.0,0.0,1.0,3.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
26,2.0,19.0,1.0,?,?,?,?,?,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,1.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
27,2.0,15.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,2.0,18.0,3.0,0.0,0.0,0.0,1.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,1.0,19.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
44,2.0,25.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,2.0,17.0,2.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,2.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,2.0,14.0,3.0,1.0,5.0,0.4,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,2.0,17.0,2.0,1.0,13.0,0.37,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,18.0,2.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,2.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,3.0,14.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
20,4.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,0
19,1.0,18.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,1,1,1,1,1
36,6.0,15.0,4.0,1.0,16.0,1.6,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,2.0,15.0,1.0,0.0,0.0,0.0,1.0,0.33,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,2.0,15.0,2.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,4.0,15.0,2.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,3.0,16.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,2.0,18.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,3.0,28.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,4.0,14.0,1.0,1.0,7.0,0.5132021277,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
35,3.0,14.0,6.0,1.0,15.0,3.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
45,5.0,15.0,7.0,0.0,0.0,0.0,1.0,0.66,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
41,3.0,18.0,4.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,2.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,3.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
21,5.0,15.0,1.0,0.0,0.0,0.0,1.0,0.17,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,4.0,15.0,2.0,1.0,6.0,6.0,1.0,0.08,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,2.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,3.0,18.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,1.0,14.0,2.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
18,1.0,18.0,1.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,2.0,15.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,3.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,2,5.0,2.0,0,0,0,0,0,0,0,0
17,2.0,15.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
20,2.0,16.0,1.0,1.0,5.0,0.75,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,3.0,21.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,3.0,18.0,2.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,3.0,16.0,2.0,0.0,0.0,0.0,1.0,1.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,4.0,16.0,3.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
23,3.0,17.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,2.0,18.0,1.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,5.0,17.0,5.0,0.0,0.0,0.0,1.0,0.58,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,2.0,29.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
19,2.0,16.0,1.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,2.0,16.0,3.0,1.0,11.0,2.2,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,2.0,18.0,3.0,0.0,0.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,1,1,1,0,1
23,2.0,19.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
21,2.0,15.0,1.0,1.0,1.266972909,0.05,1.0,0.33,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,15.0,2.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,2.0,2.0,0,0,0,0,0,0,0,0
24,1.0,23.0,1.0,0.0,0.0,0.0,1.0,0.75,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,1,1,1
35,6.0,12.0,6.0,0.0,0.0,0.0,1.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,2.0,16.0,2.0,1.0,8.0,0.16,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,?,17.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,2.0,15.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,3.0,18.0,4.0,1.0,8.0,1.2,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
24,3.0,18.0,2.0,1.0,5.0,0.5132021277,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,1.0,15.0,5.0,0.0,0.0,0.0,1.0,1.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,1.0,18.0,3.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,1.0,17.0,2.0,0.0,0.0,0.0,1.0,0.16,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,1.0,14.0,2.0,0.0,0.0,0.0,1.0,1.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,2.0,16.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,3.0,18.0,3.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,15.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
41,2.0,15.0,6.0,0.0,0.0,0.0,1.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,1.0,17.0,3.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,2.0,18.0,4.0,0.0,0.0,0.0,1.0,3.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,3.0,15.0,2.0,1.0,3.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,2.0,15.0,2.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,2.0,16.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
27,6.0,19.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,2.0,16.0,5.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,3.0,20.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,2.0,18.0,6.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,20.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,2.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,4.0,18.0,3.0,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
39,2.0,18.0,2.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,6.0,17.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,4.0,14.0,1.0,1.0,1.0,0.1,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
23,1.0,17.0,2.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,0
27,4.0,16.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
16,1.0,15.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,1,0
22,?,15.0,3.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,2.0,16.0,1.0,?,?,?,0.0,0.0,0.0,0.0,1.0,3.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,2,19.0,1.0,0,0,0,0,0,0,0,0
32,2.0,17.0,2.0,1.0,9.0,0.9,1.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
26,2.0,17.0,?,1.0,10.0,1.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
41,3.0,20.0,?,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
59,2.0,13.0,?,0.0,0.0,0.0,0.0,0.0,1.0,0.41,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,1,0,1,0,0,0,0
21,1.0,17.0,?,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,1,0,1,0,0,0,1
45,2.0,17.0,?,0.0,0.0,0.0,1.0,6.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,1,0,1,0,0,0,0
21,3.0,17.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,1,0,1,0,0,0,1
23,1.0,19.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,2.0,16.0,2.0,0.0,0.0,0.0,1.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,2.0,14.0,2.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,3.0,16.0,3.0,0.0,0.0,0.0,1.0,0.41,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,2.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,5.0,16.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,3.0,16.0,5.0,1.0,22.0,22.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,18.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
38,4.0,18.0,4.0,0.0,0.0,0.0,1.0,16.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,1,1
21,1.0,14.0,1.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
17,4.0,15.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
79,2.0,16.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
84,3.0,20.0,11.0,1.0,24.0,0.5132021277,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,0
38,3.0,22.0,2.0,?,?,?,1.0,3.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,1,0,1,0,0
47,2.0,17.0,3.0,0.0,0.0,0.0,1.0,20.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,1,1
52,2.0,19.0,5.0,0.0,0.0,0.0,0.0,0.0,1.0,11.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,1
13,1.0,13.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
48,4.0,16.0,4.0,0.0,0.0,0.0,1.0,10.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,1
42,3.0,18.0,4.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,18.0,18.0,0,0,0,0,0,0,0,0
45,1.0,19.0,2.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
70,4.0,27.0,3.0,1.0,3.0,0.75,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
46,1.0,13.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,1.0,19.0,1.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
50,2.0,17.0,7.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
49,3.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
42,2.0,29.0,0.0,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
70,1.0,16.0,10.0,0.0,0.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
39,2.0,18.0,3.0,0.0,0.0,0.0,1.0,3.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
46,1.0,15.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
49,2.0,15.0,6.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,3.0,3.0,0,0,0,0,0,0,0,0
35,5.0,19.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,1
33,3.0,16.0,4.0,1.0,14.0,1.4,1.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,16.0,16.0,0,0,0,0,0,1,1,1
28,5.0,15.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,1,1
24,1.0,21.0,?,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,1.0,14.0,?,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,2.0,17.0,?,1.0,9.0,1.35,1.0,3.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,7.0,7.0,0,0,0,0,0,1,0,0
18,1.0,15.0,?,0.0,0.0,0.0,1.0,0.42,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,2.0,17.0,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,1
28,2.0,15.0,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,4.0,18.0,?,0.0,0.0,0.0,1.0,0.75,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,2.0,16.0,?,1.0,1.0,0.04,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
18,2.0,15.0,?,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,4.0,16.0,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,5.0,14.0,?,1.0,1.266972909,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,1.0,17.0,?,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
29,2.0,17.0,?,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
26,4.0,13.0,?,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,1.0,14.0,?,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
41,3.0,16.0,?,1.0,5.0,2.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,0
44,3.0,23.0,?,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
18,1.0,17.0,?,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,2.0,18.0,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
22,1.0,21.0,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,2.0,16.0,1.0,0.0,0.0,0.0,1.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,1.0,17.0,1.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,2.0,14.0,2.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,3.0,17.0,1.0,1.0,1.266972909,0.5132021277,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,1.0,16.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,2.0,17.0,2.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,2.0,14.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,3.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,2.0,15.0,4.0,0.0,0.0,0.0,1.0,12.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,5.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
40,2.0,17.0,3.0,0.0,0.0,0.0,1.0,19.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,0
26,2.0,19.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,1.0,15.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,5.0,15.0,1.0,1.0,8.0,4.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,1.0,17.0,1.0,1.0,7.0,12.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,1.0,22.0,2.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,17.0,1.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,3.0,17.0,3.0,0.0,0.0,0.0,1.0,10.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,2.0,19.0,2.0,0.0,0.0,0.0,1.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,1,0,0,1,0
32,3.0,21.0,2.0,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,5.0,20.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
40,3.0,17.0,2.0,0.0,0.0,0.0,1.0,20.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,1.0,19.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,2.0,17.0,2.0,0.0,0.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
31,2.0,18.0,4.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,2.0,18.0,3.0,0.0,0.0,0.0,1.0,8.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,1.0,13.0,1.0,1.0,1.0,0.05,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
36,3.0,18.0,4.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,2.0,16.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,6.0,17.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,1,0,0,0,0
28,2.0,19.0,2.0,1.0,1.266972909,0.5132021277,0.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,3.0,3.0,0,0,0,0,0,1,0,1
40,1.0,20.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,2.0,14.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
19,7.0,14.0,2.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,4.0,4.0,0,0,0,0,0,0,0,0
29,5.0,17.0,6.0,1.0,1.266972909,1.3,1.0,0.5,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,5.0,5.0,0,0,0,0,0,0,0,0
17,4.0,14.0,?,1.0,4.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,1.0,15.0,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,2.0,13.0,5.0,0.0,0.0,0.0,1.0,2.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,1.0,18.0,1.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,4.0,15.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,5.0,20.0,1.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
18,3.0,13.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,1,0
41,1.0,17.0,3.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
34,?,15.0,5.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,1.0,18.0,1.0,0.0,0.0,0.0,1.0,14.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,0,1
28,4.0,18.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,1
30,2.0,18.0,1.0,1.0,11.0,1.65,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,4.0,16.0,3.0,0.0,0.0,0.0,1.0,1.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,1,0,0
24,3.0,17.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
30,4.0,19.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,3.0,14.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
17,1.0,15.0,2.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,2.0,2.0,0,0,0,0,0,0,0,0
31,?,17.0,5.0,1.0,1.266972909,0.5132021277,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
19,2.0,17.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
41,3.0,18.0,5.0,0.0,0.0,0.0,1.0,1.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,1,0,0,0,0
23,1.0,15.0,3.0,0.0,0.0,0.0,1.0,0.25,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,5.0,15.0,4.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,1,0,1,0,0,0,0
21,1.0,14.0,2.0,0.0,0.0,0.0,1.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,2.0,13.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
26,2.0,18.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,2.0,15.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,1,0,1,0,0,0,0
24,3.0,15.0,4.0,?,?,?,1.0,3.0,1.0,2.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,2.0,2.0,0,0,0,0,0,0,0,0
34,2.0,16.0,3.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
18,7.0,14.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
16,1.0,13.0,2.0,?,?,?,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
43,4.0,16.0,3.0,1.0,28.0,7.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
27,2.0,14.0,3.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,1,0,0,0,0
17,1.0,16.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,4.0,26.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,2.0,16.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
34,1.0,15.0,4.0,0.0,0.0,0.0,1.0,9.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,5.0,14.0,1.0,1.0,3.0,1.2,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,3.0,18.0,2.0,?,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,1,1,1,1
29,3.0,15.0,2.0,1.0,10.0,0.5132021277,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,1.0,18.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
25,7.0,14.0,3.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
28,1.0,19.0,2.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
25,6.0,17.0,2.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,1.0,3.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,4.0,4.0,0,0,0,0,0,1,1,1
22,2.0,14.0,3.0,0.0,0.0,0.0,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
38,2.0,19.0,5.0,0.0,0.0,0.0,1.0,30.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,1,0
20,1.0,18.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1,1.0,1.0,0,0,0,0,0,0,0,0
24,2.0,18.0,2.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,2.0,14.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,3.0,15.0,1.0,1.0,5.0,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
24,2.0,19.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,2.0,16.0,1.0,0.0,0.0,0.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
35,3.0,17.0,3.0,1.0,9.0,2.7,1.0,17.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,7.0,16.0,5.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,3.0,19.0,3.0,0.0,0.0,0.0,1.0,0.16,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,1,1,1,1,0,1
25,4.0,17.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,3.0,14.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,16.0,1.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,3.0,17.0,3.0,1.0,20.0,2.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
15,2.0,14.0,1.0,0.0,0.0,0.0,1.0,0.16,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
18,3.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,8.0,17.0,2.0,1.0,14.0,2.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,3.0,15.0,5.0,1.0,0.16,0.001,1.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,3.0,13.0,1.0,1.0,2.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,2.0,18.0,?,1.0,19.0,7.6,1.0,8.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
29,?,14.0,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,2.0,13.0,?,0.0,0.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,1.0,13.0,?,0.0,0.0,0.0,1.0,0.75,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
17,1.0,16.0,?,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
14,5.0,16.0,?,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
20,1.0,17.0,?,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
16,1.0,12.0,?,0.0,0.0,0.0,1.0,0.42,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,1
30,1.0,16.0,?,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
21,2.0,19.0,?,0.0,0.0,0.0,1.0,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,?,?,0,0,0,0,0,0,0,0
29,1.0,22.0,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,4.0,18.0,?,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
14,1.0,14.0,?,0.0,0.0,0.0,?,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,2.0,18.0,?,0.0,0.0,0.0,1.0,0.66,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,3.0,20.0,1.0,0.0,0.0,0.0,1.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,3.0,20.0,2.0,0.0,0.0,0.0,1.0,6.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1,16.0,16.0,1,0,1,1,0,0,0,0
33,3.0,19.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,2.0,27.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
42,3.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,4.0,17.0,0.0,0.0,0.0,0.0,1.0,0.75,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1,11.0,11.0,0,0,0,0,0,0,0,0
35,3.0,16.0,3.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
33,2.0,21.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,3.0,14.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,4.0,16.0,4.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
40,3.0,23.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1,8.0,8.0,0,0,0,0,0,0,0,0
30,2.0,18.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,1.0,?,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,3.0,15.0,0.0,1.0,16.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
24,1.0,14.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
37,3.0,?,0.0,0.0,0.0,0.0,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,9.0,?,1.0,1.0,11.0,5.5,1.0,0.25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,3.0,18.0,3.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,3.0,19.0,1.0,0.0,0.0,0.0,1.0,0.08,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,1,0,0,1,0,0,0,0
24,2.0,16.0,3.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,15.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
36,3.0,16.0,3.0,1.0,6.0,0.3,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,3.0,14.0,3.0,0.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
26,8.0,15.0,1.0,1.0,9.0,1.35,1.0,5.0,1.0,0.17,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
19,2.0,15.0,2.0,0.0,0.0,0.0,1.0,0.75,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
35,2.0,17.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
30,3.0,22.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
31,3.0,18.0,1.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,3.0,18.0,1.0,1.0,11.0,0.16,1.0,6.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0,?,?,1,0,1,0,0,0,0,0
19,1.0,14.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
23,2.0,15.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
43,3.0,17.0,3.0,0.0,0.0,0.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
34,3.0,18.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
32,2.0,19.0,1.0,0.0,0.0,0.0,1.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
25,2.0,17.0,0.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,1,0
33,2.0,24.0,2.0,0.0,0.0,0.0,1.0,0.08,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
29,2.0,20.0,1.0,0.0,0.0,0.0,1.0,0.5,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,?,?,0,0,0,0,0,0,0,0
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new_data_sets/seismic.csv
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97
run.py
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@ -95,6 +95,20 @@ def reset():
global randomSearchVar
randomSearchVar = 100
global stage1addKNN
global stage1addLR
global stage1addMLP
global stage1addRF
global stage1addGradB
global stageTotalReached
stage1addKNN = 0
stage1addLR = 0
stage1addMLP = 0
stage1addRF = 0
stage1addGradB = 0
stageTotalReached = randomSearchVar*5
global keyData
keyData = 0
@ -238,6 +252,20 @@ def retrieveFileName():
global randomSearchVar
randomSearchVar = int(data['RandomSearch'])
global stage1addKNN
global stage1addLR
global stage1addMLP
global stage1addRF
global stage1addGradB
global stageTotalReached
stage1addKNN = 0
stage1addLR = 0
stage1addMLP = 0
stage1addRF = 0
stage1addGradB = 0
stageTotalReached = randomSearchVar*5
global storeClass0
storeClass0 = 0
@ -938,16 +966,17 @@ def EnsembleIDs():
match = re.match(r"([a-z]+)([0-9]+)", el, re.I)
if match:
items = match.groups()
if ((items[0] == "KNN") | (items[0] == "KNNC") | (items[0] == "KNNM")):
if ((items[0] == "KNN") | (items[0] == "KNNC") | (items[0] == "KNNM") | (items[0] == "KNNCC") | (items[0] == "KNNCM") | (items[0] == "KNNMC") | (items[0] == "KNNMM")):
numberIDKNNGlob.append(int(items[1]))
elif ((items[0] == "LR") | (items[0] == "LRC") | (items[0] == "LRM")):
elif ((items[0] == "LR") | (items[0] == "LRC") | (items[0] == "LRM") | (items[0] == "LRCC") | (items[0] == "LRCM") | (items[0] == "LRMC") | (items[0] == "LRMM")):
numberIDLRGlob.append(int(items[1]))
elif ((items[0] == "MLP") | (items[0] == "MLPC") | (items[0] == "MLPM")):
elif ((items[0] == "MLP") | (items[0] == "MLPC") | (items[0] == "MLPM") | (items[0] == "MLPCC") | (items[0] == "MLPCM") | (items[0] == "MLPMC") | (items[0] == "MLPMM")):
numberIDMLPGlob.append(int(items[1]))
elif ((items[0] == "RF") | (items[0] == "RFC") | (items[0] == "RFM")):
elif ((items[0] == "RF") | (items[0] == "RFC") | (items[0] == "RFM") | (items[0] == "RFCC") | (items[0] == "RFCM") | (items[0] == "RFMC") | (items[0] == "RFMM")):
numberIDRFGlob.append(int(items[1]))
else:
numberIDGradBGlob.append(int(items[1]))
EnsembleIdsAll = numberIDKNNGlob + numberIDLRGlob + numberIDMLPGlob + numberIDRFGlob + numberIDGradBGlob
return EnsembleIdsAll
@ -1405,6 +1434,13 @@ def EnsembleModel (Models, keyRetrieved):
global randomSearchVar
greater = randomSearchVar*5
global stage1addKNN
global stage1addLR
global stage1addMLP
global stage1addRF
global stage1addGradB
global stageTotalReached
global numberIDKNNGlob
global numberIDLRGlob
global numberIDMLPGlob
@ -1424,24 +1460,38 @@ def EnsembleModel (Models, keyRetrieved):
dfParamKNN = pd.DataFrame.from_dict(tempDic)
dfParamKNNFilt = dfParamKNN.iloc[:,0]
for eachelem in numberIDKNNGlob:
if (eachelem >= greater):
if (eachelem >= stageTotalReached):
arg = dfParamKNNFilt[eachelem-addKNN]
elif (eachelem >= greater):
arg = dfParamKNNFilt[eachelem-stage1addKNN]
else:
arg = dfParamKNNFilt[eachelem-KNNModelsCount]
all_classifiers.append(make_pipeline(ColumnSelector(cols=columnsInit), KNeighborsClassifier().set_params(**arg)))
temp = allParametersPerformancePerModel[5]
temp = temp['params']
temp = {int(k):v for k,v in temp.items()}
tempDic = {
'params': temp
}
print(numberIDLRGlob)
dfParamLR = pd.DataFrame.from_dict(tempDic)
dfParamLRFilt = dfParamLR.iloc[:,0]
print(dfParamLRFilt)
print(addLR)
print(stage1addLR)
for eachelem in numberIDLRGlob:
if (eachelem >= greater):
if (eachelem >= stageTotalReached):
print('mpike1')
print(eachelem-addLR)
arg = dfParamLRFilt[eachelem-addLR]
elif (eachelem >= greater):
print('mpike2')
arg = dfParamLRFilt[eachelem-stage1addLR]
else:
arg = dfParamLRFilt[eachelem-LRModelsCount]
print('mpike3')
print(arg)
all_classifiers.append(make_pipeline(ColumnSelector(cols=columnsInit), LogisticRegression(random_state=RANDOM_SEED).set_params(**arg)))
temp = allParametersPerformancePerModel[9]
@ -1453,8 +1503,10 @@ def EnsembleModel (Models, keyRetrieved):
dfParamMLP = pd.DataFrame.from_dict(tempDic)
dfParamMLPFilt = dfParamMLP.iloc[:,0]
for eachelem in numberIDMLPGlob:
if (eachelem >= greater):
if (eachelem >= stageTotalReached):
arg = dfParamMLPFilt[eachelem-addMLP]
elif (eachelem >= greater):
arg = dfParamMLPFilt[eachelem-stage1addMLP]
else:
arg = dfParamMLPFilt[eachelem-MLPModelsCount]
all_classifiers.append(make_pipeline(ColumnSelector(cols=columnsInit), MLPClassifier(random_state=RANDOM_SEED).set_params(**arg)))
@ -1469,8 +1521,10 @@ def EnsembleModel (Models, keyRetrieved):
dfParamRFFilt = dfParamRF.iloc[:,0]
for eachelem in numberIDRFGlob:
if (eachelem >= greater):
if (eachelem >= stageTotalReached):
arg = dfParamRFFilt[eachelem-addRF]
elif (eachelem >= greater):
arg = dfParamRFFilt[eachelem-stage1addRF]
else:
arg = dfParamRFFilt[eachelem-RFModelsCount]
all_classifiers.append(make_pipeline(ColumnSelector(cols=columnsInit), RandomForestClassifier(random_state=RANDOM_SEED).set_params(**arg)))
@ -1484,14 +1538,17 @@ def EnsembleModel (Models, keyRetrieved):
dfParamGradB = pd.DataFrame.from_dict(tempDic)
dfParamGradBFilt = dfParamGradB.iloc[:,0]
for eachelem in numberIDGradBGlob:
if (eachelem >= greater):
if (eachelem >= stageTotalReached):
arg = dfParamGradBFilt[eachelem-addGradB]
elif (eachelem >= greater):
arg = dfParamGradBFilt[eachelem-stage1addGradB]
else:
arg = dfParamGradBFilt[eachelem-GradBModelsCount]
all_classifiers.append(make_pipeline(ColumnSelector(cols=columnsInit), GradientBoostingClassifier(random_state=RANDOM_SEED).set_params(**arg)))
global sclf
sclf = 0
print(all_classifiers)
sclf = EnsembleVoteClassifier(clfs=all_classifiers,
voting='soft')
@ -2901,6 +2958,7 @@ def InitializeSecondStageCM (RemainingIds, setMaxLoopValue):
addGradB = addRF + setMaxLoopValue[37] + setMaxLoopValue[31] + setMaxLoopValue[25] + setMaxLoopValue[19]
return 'Everything Okay'
def InitializeFirstStageCM (RemainingIds, setMaxLoopValue):
@ -3507,6 +3565,14 @@ def InitializeFirstStageCM (RemainingIds, setMaxLoopValue):
allParametersPerformancePerModel[19] = pd.concat([allParametersPerformancePerModel[19], allParametersPerfCrossMutrGradBC[3]], ignore_index=True)
allParametersPerformancePerModel[19] = pd.concat([allParametersPerformancePerModel[19], allParametersPerfCrossMutrGradBM[3]], ignore_index=True)
global stage1addKNN
global stage1addLR
global stage1addMLP
global stage1addRF
global stage1addGradB
global stageTotalReached
global randomSearch
addKNN = addGradB
addLR = addKNN + setMaxLoopValue[16] + setMaxLoopValue[10]
@ -3517,6 +3583,17 @@ def InitializeFirstStageCM (RemainingIds, setMaxLoopValue):
addGradB = addRF + setMaxLoopValue[13] + setMaxLoopValue[7]
addAllNew = setMaxLoopValue[16] + setMaxLoopValue[10] + setMaxLoopValue[15] + setMaxLoopValue[9] + setMaxLoopValue[14] + setMaxLoopValue[8] + setMaxLoopValue[13] + setMaxLoopValue[7] + setMaxLoopValue[12] + setMaxLoopValue[6]
stage1addKNN = addKNN
stage1addLR = addLR
stage1addMLP = addMLP
stage1addRF = addRF
stage1addGradB = addGradB
stageTotalReached = stageTotalReached + addAllNew
print(stageTotalReached)
return 'Everything Okay'
def crossoverMutation(XData, yData, clf, params, eachAlgor, AlgorithmsIDsEnd):
@ -4984,7 +5061,7 @@ def RetrieveSelClassifiersIDandRemoveFromEnsemble():
ClassifierIDsList = request.get_data().decode('utf8').replace("'", '"')
ClassifierIDsList = json.loads(ClassifierIDsList)
ClassifierIDsListCleaned = ClassifierIDsList['ClassifiersList']
EnsembleActive = []
EnsembleActive = ClassifierIDsListCleaned.copy()

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