t3pa2cls

script for convert .t3pa files to .t3pa_cls

.t3pa file example:

Index $\quad$ Matrix $\quad$ Index $\quad$ ToA $\quad$ ToT $\quad$ FToA $\quad$ Overflow
0 $\quad$ 4574 $\quad$ 832 $\quad$ 29 $\quad$ 6 $\quad$ 0
1 $\quad$ 4831 $\quad$ 832 $\quad$ 35 $\quad$ 7 $\quad$ 0
2 $\quad$ 4575 $\quad$ 832 $\quad$ 100 $\quad$ 8 $\quad$ 0
3 $\quad$ 31031 $\quad$ 1745 $\quad$ 22 $\quad$ 11 $\quad$ 0
.
.
.

.t3pa_cls file example:

% Index $\quad$ Matrix Index $\quad$ [ RowNo, ClmNo ] $\quad$ ToA $\quad$ FToA $\quad$ ( ToA_in_ns ) $\quad$ ToT ( ToT_in_keV ) $\quad$ Overflow
# 1, $\quad$ Nunmasked = 3, $\quad$ Nmasked = 0, $\quad$ Ntot = 3 # Tfirst = 2.0787500000000000e+04 ns, $\quad$ Tlast = 2.0790625000000000e+04 ns, $\quad$ dT = 3.125000 ns, $\quad$ Etot = 64.428148 keV
2 $\quad$ 4575 $\quad$ [ 17, 223 ] $\quad$ 832 $\quad$ 8 $\quad$ ( 2.0787500000000000e+04 ns ) $\quad$ 100 $\quad$ ( 37.867914 keV ) $\quad$ 0
1 $\quad$ 4831 $\quad$ [ 18, 223 ] $\quad$ 832 $\quad$ 7 $\quad$ ( 2.0789062500000000e+04 ns ) $\quad$ 35 $\quad$ ( 14.733453 keV ) $\quad$ 0
0 $\quad$ 4574 $\quad$ [ 17, 222 ] $\quad$ 832 $\quad$ 6 $\quad$ ( 2.0790625000000000e+04 ns ) $\quad$ 29 $\quad$ ( 11.826781 keV ) $\quad$ 0
# 2, $\quad$ Nunmasked = 3, $\quad$ Nmasked = 0, $\quad$ Ntot = 3 # Tfirst = 4.3601562500000000e+04 ns, $\quad$ Tlast = 4.3607812500000000e+04 ns, $\quad$ dT = 6.250000 ns, $\quad$ Etot = 63.577435 keV
5 $\quad$ 30775 $\quad$ [ 120, 55 ] $\quad$ 1745 $\quad$ 15 $\quad$ ( 4.3601562500000000e+04 ns ) $\quad$ 99 $\quad$ ( 37.617059 keV ) $\quad$ 0
4 $\quad$ 30776 $\quad$ [ 120, 56 ] $\quad$ 1745 $\quad$ 13 $\quad$ ( 4.3604687500000000e+04 ns ) $\quad$ 44 $\quad$ ( 14.715446 keV ) $\quad$ 0
3 $\quad$ 31031 $\quad$ [ 121, 55 ] $\quad$ 1745 $\quad$ 11 $\quad$ ( 4.3607812500000000e+04 ns ) $\quad$2 2 $\quad$ ( 11.244929 keV ) $\quad$ 0
.
.
.

import numpy as np
import math
#import pandas as pd
import matplotlib.pyplot as plt

import matplotlib.cm as cm
#from matplotlib.mlab import griddata

from urllib.error import HTTPError # recognise the error stemming from missing data
#import urllib
import urllib.request

t3pa2cls_XII - upravena fce energy(a, b, c, t, ToT, pocet_udalosti, RowNo, ClmNo) - nyni je se pocita i s pripadem "nan" t3pa2cls_XV_pc - zkousim vyzobat vysoke energie (jednotlive interakce) - funkce single_interaction. Dale delam prumernou velikost stopy stopy interakce pro danou energii - funkce size_of_interactions_average. Dale delam spektra 2 casti vyboje podle zadaneho casu - primarne pro double breakdown, tj. funkce energy_spectra_doublebreakdown

#Define an exception which will be raised if the data is missing and stop the notebook execution
class StopExecution(Exception):
    def _render_traceback_(self):
        pass
    
#shot_no = 44395  #test discharge for which the notebook will definitely work
shot_no = 48187
shot = shot_no
identifier='H03-W0051_shot_'+str(shot)+'_450V'
detector = 'H03-W0051'

ds = np.DataSource('/tmp')  # temporary storage for downloaded files
scalars_URL = 'http://golem.fjfi.cvut.cz/shots/{shot_no}/Diagnostics/PlasmaDetection/Results/{name}'

Functions

def get_scalar(shot_no, name):
    return float(ds.open(scalars_URL.format(shot_no=shot_no, name=name)).read())
t_plasma_start = get_scalar(shot_no, 't_plasma_start')
t_plasma_end = get_scalar(shot_no, 't_plasma_end')
is_plasma = get_scalar(shot_no, 'b_plasma')

def get_file(shot, identifier):
    #Pick the discharge to analyse 
    URL = 'http://golem.fjfi.cvut.cz/shots/{shot}/Diagnostics/TimepixDetector/H03/{identifier}.t3pa'
    
    url = URL.format(shot=shot, identifier=identifier)
    try:
        file_name_t3pa=url
        with urllib.request.urlopen(file_name_t3pa) as ft3pa:
            line = ft3pa.readline()
            line = line.decode('utf‐8')
        ft3pa.close
    except HTTPError:
        print('File not found at %s. Aborting notebook execution.' % url)
        raise StopExecution
    
    return file_name_t3pa

def get_file_calib(name_calib):
    #Pick the discharge to analyse 
    URL = 'http://golem.fjfi.cvut.cz/shots/{shot}/Diagnostics/TimepixDetector/calib_matrix_H03/{name_calib}.txt'
    
    url = URL.format(shot=shot, name_calib=name_calib)
    #print(url)
    try:
        file_calib=url
        with urllib.request.urlopen(file_calib) as calib:
            line = calib.readline()
            line = line.decode('utf‐8')
        calib.close
    except HTTPError:
        print('File not found at %s. Aborting notebook execution.' % url)
        raise StopExecution
    
    return file_calib

def load_calib(file_calib):
    with urllib.request.urlopen(file_calib) as fc:
        calib=[] #vytvoreni 1D pole
        for i in range(0,256): #tj. rozsah 0-255
            temp = [] # docasne pole
            for j in range(0,256):
                temp.append(0) #naplneni docasneho pole 0
            calib.append(temp)  #naplneni pole a[] docasnym polem temp
            
        for i in range(0,256): #nacteni calib matice do pole calib
            line = fc.readline()
            line = line.decode('utf‐8')
            word=line.strip().split(' ')
            for j in range(0,256):
                #calib[i][j]=float(word[j]) #i = radek, j = sloupec0
                calib[j][i]=float(word[j]) #j = radek, i = sloupec0 - pouze pro stavajici kalibraci - verze XV
    fc.close       
    return calib

def load_t3pa_file(file_t3pa):
    index=[]
    matrix_index=[]
    ToA=[]
    ToT=[]
    FToA=[]
    overflow=[]
    pocet_udalosti = 0
    with urllib.request.urlopen(file_t3pa) as ft3pa:
        line = ft3pa.readline()
        line = line.decode('utf‐8')
        while True:
            line = ft3pa.readline()
            line = line.decode('utf‐8')
            word=line.strip().split('\t') #v t3pa souboru je oddelovac \t
            if line == '':
                break
            
            index.append(word[0])
            matrix_index.append(word[1])
            ToA.append(float(word[2]))
            ToT.append(float(word[3]))
            FToA.append(float(word[4]))
            overflow.append(float(word[5]))
            pocet_udalosti = pocet_udalosti + 1
    ft3pa.close
    return index,  matrix_index, ToA, ToT, FToA, overflow, pocet_udalosti

def noise(index,  matrix_index, ToA, ToT, FToA, overflow, pocet_udalosti): #tuto fci nemus9m explicitn2 volat - volam ji v fci load_t3pa
    pocet=int(0) #pocet sumicich pixelu
    konst=int(len(index)/1000)+1
    noise_matrix_index=[]
    for i in range(0,konst):      
        pom = [] # pomocne pole
        k=0 #pomocna promenna - udava, kolik je v czklu ve skutecnosti udalosti - aby nebyla chyba 'list index out of range'
        for j in range(0,1001):
            if i*1000+j>=len(index):
                break
            pom.append(matrix_index[i*1000+j])
            k=k+1
        for m in range(0,k):
                count=int(0) #pocet vvyskytu stejneho matrix index behem 1000 udalosti
                index_=int(-1) #budu testovat, jestli pixel na ktery koukam je sumici (abych ho nezapocital 2x)
                
                for p in range(0,pocet):
                    #index=int(p)
                    if pom[m]==noise_matrix_index[p]:
                        index_=p #pixel na ktery jsem uz koukal a byl sumici
                        break
                
                if index_ >=0 and pom[m]==noise_matrix_index[index_]:
                    continue
                                 
                for l in range(0,k):
                    if pom[m]==pom[l]:
                        count=count+1
                ####podminka na sumici pixely
                if count>=50: #kdyz se pixel vyskytne behem tisice udalosti vicekrat nez toto cislo, je sumici 
                    noise_matrix_index.append(pom[m])
                    #noise_matrix_index[pocet]=pom[i]
                    pocet=pocet+1
        pom.clear()           
        
    pocet_udalosti=len(index)
    
    for n in range (0,pocet_udalosti):
        for o in range(0,len(noise_matrix_index)):
            if n >=pocet_udalosti:
                    break
            if(matrix_index[n]==noise_matrix_index[o]):
                del matrix_index[n]
                del index[n]
                del ToA[n]
                del ToT[n]
                del FToA[n]
                del overflow[n]
                pocet_udalosti=pocet_udalosti-1
                continue
    return pocet_udalosti,index,  matrix_index, ToA, ToT, FToA, overflow

def t3pa_data(pocet_udalosti,index,  matrix_index, ToA, ToT, FToA, overflow):
    #rovnou vyhodim sumici pixely
    pocet_udalosti,index,  matrix_index, ToA, ToT, FToA, overflow=noise(index,  matrix_index, ToA, ToT, FToA, overflow, pocet_udalosti)
    RowNo=[]
    ClmNo=[]
    for i in range(0,len(matrix_index)):
        #RowNo.append(int(int(matrix_index[i]))//int(256))
        #ClmNo.append(int(int(matrix_index[i]))%int(256))
        ClmNo.append(int(int(matrix_index[i]))//int(256)) #ver XV - bude pro novou kalibraci - nyn9 to bere 3patnou kalibraci jednotlivych pixelu (cislovani radku a sloupcu stejne jako v pixetu)
        RowNo.append(int(int(matrix_index[i]))%int(256)) ##ver XV - bude super pro novou kalibraci - odpovida radkum a sloupcum v pixetu. Nyni bere spatne kalibrace pixelu (viz fce load_calib)
    return index,  matrix_index, ToA, ToT, FToA, overflow, pocet_udalosti, RowNo, ClmNo

def hit_map(detector,hit_map_fig,RowNo,ClmNo):
    plt.hist2d(RowNo,ClmNo,bins=(256,256),cmap='Blues')
    cb=plt.colorbar()
    cb.set_label('Counts in pixel')
    plt.xlabel('x [pixel]')
    plt.ylabel('y [pixel]')
    plt.title(detector)
    plt.savefig(hit_map_fig, dpi = 1000)
    return

def energy(a, b, c, t, ToT, pocet_udalosti, RowNo, ClmNo):
    E=[] #energy in keV
    #for i in range (0,pocet_udalosti):
    pom=0
    for i in range (0,len(ToT)):
        Sqrt=float(0.0)
        e1=float(0.0)
        e2=float(0.0)
        
        # promenna sqrt je vnitrek odmocniny
        Sqrt =  (((float(b[RowNo[i]][ClmNo[i]])+float(a[RowNo[i]][ClmNo[i]])*float(t[RowNo[i]][ClmNo[i]])-float(ToT[i])))*(((float(b[RowNo[i]][ClmNo[i]])+float(a[RowNo[i]][ClmNo[i]])*float(t[RowNo[i]][ClmNo[i]])-float(ToT[i])))) + (float(4)*float(a[RowNo[i]][ClmNo[i]])*float(c[RowNo[i]][ClmNo[i]]))) #zmena oproti verzi VI
        if float(Sqrt)<float(0):
            E.append(float(0))
            
            
        else:
            '''
            V kalibracni matici a se obcas vyskytne 0 -> ve vypoctu energie
            je tim padem deleni nulou -> energie diverguje. Jak to vyresit?
            zatim polozim energii = 0 (kdyz a=0), pak se uvidi
            
            nakonec udelam limitu vyrazu energie pro a->0 (L'hopital)
            '''
            if a[RowNo[i]][ClmNo[i]]==0:
                e1=((float(t[RowNo[i]][ClmNo[i]]))/float(2)) + ((((float(b[RowNo[i]][ClmNo[i]])+float(a[RowNo[i]][ClmNo[i]])*float(t[RowNo[i]][ClmNo[i]])-float(ToT[i]))*(float(t[RowNo[i]][ClmNo[i]]))) - 2*(float(c[RowNo[i]][ClmNo[i]])))/(float(2)*np.sqrt(float(Sqrt))))
                e2=((float(t[RowNo[i]][ClmNo[i]]))/float(2)) - ((((float(b[RowNo[i]][ClmNo[i]])+float(a[RowNo[i]][ClmNo[i]])*float(t[RowNo[i]][ClmNo[i]])-float(ToT[i]))*(float(t[RowNo[i]][ClmNo[i]]))) - 2*(float(c[RowNo[i]][ClmNo[i]])))/(float(2)*np.sqrt(float(Sqrt))))
                
            
            else:
                e1=((-(float(b[RowNo[i]][ClmNo[i]]) - (float(a[RowNo[i]][ClmNo[i]])*float(t[RowNo[i]][ClmNo[i]]))-float(ToT[i])))+np.sqrt(float(Sqrt)))/(float(2)*float(a[RowNo[i]][ClmNo[i]]))
                e2=((-(float(b[RowNo[i]][ClmNo[i]]) - (float(a[RowNo[i]][ClmNo[i]])*float(t[RowNo[i]][ClmNo[i]]))-float(ToT[i])))-np.sqrt(float(Sqrt)))/(float(2)*float(a[RowNo[i]][ClmNo[i]]))
                
            if a[RowNo[i]][ClmNo[i]]<0:
                e1=-1
                e2=-1
                
            if math.isnan(e1):
                e1=-1 
                
            if math.isnan(e2):
                e2=-1 
                
            if e1<0 and e2<0:
                E.append(float(0))
                
            if e1>=0 and e1>e2:
                E.append(float(e1))
                    
            if e2>=0 and e2>e1:
                E.append(float(e2))
                
            if e1>=0 and e2==e1:
                E.append(float(e1)) 
            
    return E

def Time(ToA, FToA, pocet_udalosti, RowNo, ClmNo):
    T=[] #time in ns
    for i in range (0,pocet_udalosti):
        Time=float(0.0)
        Time=(float(ToA[i])-((float(FToA[i])/float(16))))*float(25)
        T.append(float(Time))
    return T

def Timewalk_parameters_Si():
    #SI - korekce na TimeWalk - parametry
    A = -1.21988
    B = 4.33638
    C = 29.5075
    D = 1
    sigma_A=0.7013
    sigma_B=0.1366
    sigma_C=4.753
    sigma_D=0
    return A, B, C, D, sigma_A, sigma_B, sigma_C, sigma_D

def Timewalk(E,T):
    i=0
    A, B, C, D, sigma_A, sigma_B, sigma_C, sigma_D = Timewalk_parameters_Si()
    while i < len(T):
        timewalk=float(0)
        timewalk = (C / (E[i] - B)) + A 
        if(timewalk<0):
            timewalk=0
        T[i]=T[i]-timewalk
        i=i+1
        
    return E,T

def remove_interactions_with_zero_energy(index, matrix_index, ToA, ToT, FToA, overflow, RowNo, ClmNo, E, T):
    i=0
    treshold=5.015347
    while i < len(T):
        if E[i]<treshold: #E[i] < energy treshold
            index.pop(i)
            matrix_index.pop(i)
            ToA.pop(i)
            ToT.pop(i)
            FToA.pop(i)
            overflow.pop(i)
            RowNo.pop(i)
            ClmNo.pop(i)
            E.pop(i)
            T.pop(i)
            continue
        i=i+1
    return index, matrix_index, ToA, ToT, FToA, overflow, RowNo, ClmNo, E, T

def clustering_new(index, matrix_index, ToA, ToT, FToA, overflow, RowNo, ClmNo, E, T):
    dT=float(50)
    
    indexCl, TCl,ECl, matrix_indexCl, ToACl,ToTCl,FToACl,RowNoCl,ClmNoCl,overflowCl=[],[],[],[],[],[],[],[],[],[]
    StartLastElem=len(T)-1
    
    indexCl.append(int(index[StartLastElem]))
    TCl.append(float(T[StartLastElem]))
    ECl.append(float(E[StartLastElem]))
    matrix_indexCl.append(int(matrix_index[StartLastElem]))
    RowNoCl.append(int(RowNo[StartLastElem]))
    ClmNoCl.append(int(ClmNo[StartLastElem]))
    ToACl.append(float(ToA[StartLastElem]))
    ToTCl.append(float(ToT[StartLastElem]))
    FToACl.append(float(FToA[StartLastElem]))
    overflowCl.append(float(overflow[StartLastElem]))
    
    del index[StartLastElem]
    del T[StartLastElem]
    del E[StartLastElem]
    del matrix_index[StartLastElem]
    del RowNo[StartLastElem]
    del ClmNo[StartLastElem]
    del ToA[StartLastElem]
    del ToT[StartLastElem]
    del FToA[StartLastElem]
    del overflow[StartLastElem]
    
    j=1
    pom=float(TCl[0]+dT)
    while(j >0):
        if(len(T) == 0):
           break
        k=0
        j=0
        while (k<=(len(TCl)-1)):
            i=len(T)-1
            if(len(T) == 0):
                break
            pocet_sousedu=0 #pocet sousednich pixelu - mohou byt maximalne 4
            delka=0
            # verze X
            count=0 #pomocna promanna, kterou urcuji, ze se ma nasledujici cyklus while projit jeste jednou, pokud je i = -1
            while(float(T[i])<=(pom)):
                delka=delka+1
                if(((((int(RowNoCl[k]))==(int(RowNo[i])+1))or((int(RowNoCl[k]))==(int(RowNo[i])-1))) and ((int(ClmNoCl[k]))==(int(ClmNo[i])))) or (((int(RowNoCl[k]))==(int(RowNo[i]))) and (((int(ClmNoCl[k]))==(int(ClmNo[i])+1))or((int(ClmNoCl[k]))==(int(ClmNo[i])-1))))):
                    #beru jen pixely, které mají společnou jednu stranu.
                    #pixely, kter0 spolu sousedí přes roh neuvažuji
                    indexCl.append(int(index[i]))
                    TCl.append(float(T[i]))
                    ECl.append(float(E[i]))
                    matrix_indexCl.append(int(matrix_index[i]))
                    RowNoCl.append(int(RowNo[i]))
                    ClmNoCl.append(int(ClmNo[i]))
                    ToACl.append(float(ToA[i]))
                    ToTCl.append(float(ToT[i]))
                    FToACl.append(float(FToA[i]))
                    overflowCl.append(float(overflow[i]))
                    
                    # Removes i-th Row
                    del index[i]
                    del T[i]
                    del E[i]
                    del matrix_index[i]
                    del RowNo[i]
                    del ClmNo[i]
                    del ToA[i]
                    del ToT[i]
                    del FToA[i]
                    del overflow[i]
                    
                    j=j+1
                    i=len(T)-1
                    pocet_sousedu=pocet_sousedu+1
                    
                    if(len(T) == 0):
                        break
                    
                    if(pocet_sousedu==4):
                        break
                    
                    continue
                
                i=i-1
                if(i==-1): # verze X
                    count=count+1
                    
                if(i<0 and len(T)>0): # verze X
                    i=0
                    if(count>1):
                        break
                    
                if(i>=len(T)):
                    break
            k=k+1
            
        if(len(TCl)>2):
            indexCl, TCl, ECl, matrix_indexCl, RowNoCl, ClmNoCl, ToACl, ToTCl, FToACl, overflowCl = insertionSort(indexCl, TCl, ECl, matrix_indexCl, RowNoCl, ClmNoCl, ToACl, ToTCl, FToACl, overflowCl)
            
    return T, indexCl,TCl, ECl, matrix_indexCl, RowNoCl, ClmNoCl, ToACl, ToTCl, FToACl, overflowCl  

def insertionSort(indexCl, TCl, ECl, matrix_indexCl, RowNoCl, ClmNoCl, ToACl, ToTCl, FToACl, overflowCl):
    # Function to do insertion sort
    # Traverse through 1 to len(arr)
    for i in range(1, len(TCl)):
        key = TCl[i]
        # Move elements of arr[0..i-1], that are
        # greater than key, to one position ahead
        # of their current position
        
        #ostatni
        key1 = indexCl[i]
        key2 = ECl[i]
        key3 = matrix_indexCl[i]
        key4 = RowNoCl[i]
        key5 = ClmNoCl[i]
        key6 = ToACl[i]
        key7 = ToTCl[i]
        key8 = FToACl[i]
        key9 = overflowCl[i]
        
        j = i-1
        while j >= 0 and key < TCl[j] :
                TCl[j + 1] = TCl[j]
                #ostatni
                indexCl[j + 1] = indexCl[j]
                ECl[j + 1] = ECl[j]
                matrix_indexCl[j + 1] = matrix_indexCl[j]
                RowNoCl[j + 1] = RowNoCl[j]
                ClmNoCl[j + 1] = ClmNoCl[j]
                ToACl[j + 1] = ToACl[j]
                ToTCl[j + 1] = ToTCl[j]
                FToACl[j + 1] = FToACl[j]
                overflowCl[j + 1] = overflowCl[j]
                j -= 1
                
        TCl[j + 1] = key
        #ostatni
        indexCl[j + 1] = key1
        ECl[j + 1] = key2
        matrix_indexCl[j + 1] = key3
        RowNoCl[j + 1] =key4
        ClmNoCl[j + 1] = key5
        ToACl[j + 1] = key6
        ToTCl[j + 1] = key7
        FToACl[j + 1] = key8
        overflowCl [j + 1] = key9 
    return indexCl, TCl, ECl, matrix_indexCl, RowNoCl, ClmNoCl, ToACl, ToTCl, FToACl, overflowCl

def file_t3pa_cls_new(file_t3pa_cls,T):
    with open(file_t3pa_cls, "w", encoding="utf-8") as t3pa_cls:
        t3pa_cls.write('%\n')
        t3pa_cls.write('% Index	Matrix Index	[ RowNo, ClmNo ]	ToA	FToA	( ToA_in_ns )	ToT	( ToT_in_keV )	Overflow\n')
        t3pa_cls.write('\n')
        i=1
        T_first=[]
        E_tot=[]
        N_tot=[]
        eventNo=0 #for high_energy_event function
        while(len(T) > 0):
            T, indexCl,TCl, ECl, matrix_indexCl, RowNoCl, ClmNoCl, ToACl, ToTCl, FToACl, overflowCl = clustering_new(index, matrix_index, ToA, ToT, FToA, overflow, RowNo, ClmNo, E, T) 
            Tfirst=float(TCl[0])
            Tlast=float(TCl[len(TCl)-1])
            dT=Tlast-Tfirst
            Etot=float(0)
            for k in range(0,len(TCl)):
                Etot=Etot+float(ECl[k])
            T_first.append(float(Tfirst))
            dT=Tlast-Tfirst
            E_tot.append(float(Etot))
            N_tot.append(len(TCl)) #new in ver. XV
            
            t3pa_cls.write('# '+str(i)+', Nunmasked = '+str(len(TCl))+', Nmasked = 0, Ntot = '+str(len(TCl))+'\n')
            t3pa_cls.write('# Tfirst = '+str(Tfirst)+' ns, Tlast = '+str(Tlast)+' ns, dT = '+str(dT)+' ns, Etot = '+str(Etot)+' keV\n')
            for j in range(0,len(TCl)):
                t3pa_cls.write(str(indexCl[j])+'	'+str(matrix_indexCl[j])+'	[ '+str(RowNoCl[j])+',	'+str(ClmNoCl[j])+' ]	'+str(ToACl[j])+'	'+str(FToACl[j])+'	( '+str(TCl[j])+' ns )	'+str(ToTCl[j])+'	( '+str(ECl[j])+' keV )	'+str(overflowCl[j])+'\n')
            t3pa_cls.write('\n') 
            #eventNo=single_interaction(eventNo,Etot, Tfirst, ECl, TCl, RowNoCl, ClmNoCl,path)
            i=i+1
    t3pa_cls.close
    return T_first, E_tot, N_tot

def energy_spectrum_in_time(Tfirst, Etot): #dela histogram - energie zaznamenana v case 
    pom = 0
    dt=100 #(ns) time width of 1 bin
    
    T_first=0 #cas, kdy prisel trigger a yacalo mereni
    T_last=(max(Tfirst)) #posledni z Tfirst
       
    Delta_T = T_last - T_first
    poc = int(int(Delta_T) / float(dt)) + 1 #pocet casovych oken
    
    T_int_first=[] #cas
    E=[] #energie
    
    for i in range(0,poc):
        T_int_first.append((i*dt) + dt/2)
        E.append(0)
    
    #XII
    for j in range(0,len(Tfirst)):
        time_index=0
        time_index=int(((Tfirst[j]-T_first)/dt))
        if float(Tfirst[j]-T_first) >= (T_int_first[time_index] - dt / 2) and float(Tfirst[j]-T_first) < (T_int_first[time_index] + dt / 2):
            E[time_index]=float(E[time_index])+float(Etot[j])
            pom=pom+1
            
    for l in range(0,len(T_int_first)):
        T_int_first[l]=T_int_first[l]+T_first
        
    caption, T_int_first = energy_in_time_hist(T_int_first, E, figure_E_in_time_hist, t_plasma_start, t_plasma_end, is_plasma, dt)
    return dt, caption, T_int_first, E

def energy_in_time_hist(T_int_first, E,figure_E_in_time_hist, t_plasma_start, t_plasma_end, is_plasma, dt):    
    plt.rcParams.update({'font.size': 20})
    fig, ax = plt.subplots(figsize =(10, 7))
    for k in range(0,len(T_int_first)):
                T_int_first[k] = T_int_first[k] / 1000000
    plt.plot(T_int_first, E, drawstyle='steps-mid')
    plt.title(detector+', #'+str(shot_no))
    plt.xlabel('Time [ms]')
    plt.ylabel('Energy [keV]')
    if is_plasma == 1:
        for t in (t_plasma_start, t_plasma_end):
                plt.axvline(t, color='k', linestyle='--')
                plt.xlim([0, (t_plasma_start + t_plasma_end)])
    else:
        plt.xlim(0,)
        
    plt.ylim(0,) #10 000 keV
    plt.savefig(figure_E_in_time_hist, dpi = 1000)
    caption = '# x = time in ms, count = energy in keV, dT= '+str(dt)+' ns'
    return caption, T_int_first

def hits_in_time_hist_new(T, dt, t_plasma_start, t_plasma_end, is_plasma,figure_count_in_time_hist):
    pom = 0
    
    T_first=0 #cas, kdy prisel trigger a yacalo mereni
    T_last=(max(T)) #posledni z Tfirst
       
    Delta_T = T_last - T_first
    poc = int(int(Delta_T) / float(dt)) + 1 #pocet casovych oken
    
    T_hit=[] #cas
    count=[] #energie
    for i in range(0,poc):
        T_hit.append((i*dt) + dt/2)
        count.append(0)
        
    for j in range(0,len(T)):
        time_index=0
        time_index=int(((T[j]-T_first)/dt))
        k=time_index
        
    for j in range(0,len(T)):
        time_index=0
        time_index=int(((T[j]-T_first)/dt))
        if float(T[j]-T_first) >= (T_hit[time_index] - dt / 2) and float(T[j]-T_first) < (T_hit[time_index] + dt / 2):
                count[time_index] = count[time_index] + 1
                pom=pom+1
      
    for l in range(0,len(T_hit)):
        T_hit[l]=T_hit[l]+T_first
    
    plt.rcParams.update({'font.size': 20})
    fig, ax = plt.subplots(figsize =(10, 7))
    for k in range(0,len(T_hit)):
                T_hit[k] = T_hit[k] / 1000000
    #plt.plot(T_hit, count)
    plt.plot(T_hit, count, drawstyle='steps-mid')
    plt.title(detector+', #'+str(shot_no))
    plt.xlabel('Time [ms]')
    plt.ylabel('Count')
    if is_plasma == 1:
        for t in (t_plasma_start, t_plasma_end):
                plt.axvline(t, color='k', linestyle='--')
                plt.xlim([0, (t_plasma_start + t_plasma_end)])
    else:
        plt.xlim(0,)
        
    plt.ylim(0,) #10 000 keV
    plt.savefig(figure_count_in_time_hist, dpi = 1000)
    caption = '# x = time in ms, dT= '+str(dt)+' ns'
    return caption, T_hit,count

def energy_spectrum(Etot):
    E_min=0
    dE=5 #keV
    E_max=max(Etot)
    pocet=(E_max//dE) + 3
    pocet=int(pocet)
    E_max=float(dE*pocet)
    
    xle=[]
    xre=[]
    xmean=[]
    
    for p in range (0,pocet):
        xle.append(E_min + (p * (E_max - E_min)) / pocet)
        xre.append(xle[p]+dE)
        xmean.append((xle[p] + xre[p]) / 2)
    
    count=[]
    for l in range(0,pocet):
        count.append(0)
    #XII
    for i in range(0,len(Etot)):
        E_index=int(((Etot[i]-E_min)/dE))
        if ((xle[E_index] <= Etot[i]) and (Etot[i] < xre[E_index])):
            count[E_index]=count[E_index]+1
    
    plt.rcParams.update({'font.size': 20})
    fig, ax = plt.subplots(figsize =(10, 7))
    #ax.hist(Etot, bins = xle)
    plt.fill_between(xmean, count,step='mid') #pre mid post
    plt.plot(xmean, count, drawstyle='steps-mid')
    plt.title(detector+', #'+str(shot_no))
    plt.xlabel('Energy [keV]')
    plt.ylabel('Count')
    plt.xlim(0,)
    ax.set_yscale('log') #log scale y
    caption = '# x = energy in keV, dE= '+str(dE)+' keV'
    plt.savefig(figure_E_hist, dpi = 1000)
    return caption, xmean,count, xle, Etot

def hist_file(file_hist, xmean, count, caption ):
    with open(file_hist, "w", encoding="utf-8") as hist:
        hist.write('#\n')
        hist.write('#'+str(caption)+'\n')
        hist.write('# x_mean     count\n')
        hist.write('\n')
        for m in range(0,len(xmean)):
                hist.write(str(xmean[m])+'     '+str(count[m])+'\n')
        
    hist.close
    return T_first, E_tot

def multiplot(icon_fig, x1,y1,x2,y2):
    plt.rcParams.update({'font.size': 20})
    fig, ax = plt.subplots(nrows=2,figsize =(10, 7))
    
    ax[0].plot(x1, y1, drawstyle='steps-mid')
    ax[0].set_xlabel('Time [ms]')
    ax[0].set_ylabel('Energy [keV]')
    if is_plasma == 1:
        for t in (t_plasma_start, t_plasma_end):
                ax[0].axvline(t, color='k', linestyle='--')
                ax[0].set_xlim([0, (t_plasma_start + t_plasma_end)])
    else:
        ax[0].set_xlim(0,)
    ax[0].set_ylim(0,) #keV
    
    #ax[1].hist(y2, bins = x2)
    ax[1].fill_between(x2, y2,step='mid') #pre mid post
    ax[1].plot(x2, y2, drawstyle='steps-mid')
    ax[1].set_xlabel('Energy [keV]')
    ax[1].set_ylabel('Count')
    ax[1].set_xlim(0,)
    #ax[1].set_ylim(0,)
    ax[1].set_yscale('log') #log scale y
    
    fig.subplots_adjust(hspace=0.3)
    
    plt.savefig(icon_fig, dpi = 1000)
    return

def single_interaction(eventNo,Etot, Tfirst, ECl, TCl, RowNoCl, ClmNoCl,path): # ver XV
    #tuto funkci volam ve funkci file_t3pa_cls_new(file_t3pa_cls,T):
    #This function is calling in function file_t3pa_cls_new(file_t3pa_cls,T)
    
    high_E = 1500 #[keV] - zadani, jaka energie je pro me vysoka

    if(Etot>=high_E or len(ECl)>15):
    #if (len(ECl)>15): #len(ECl) = pocet pixelu dane interakce
        print("Total energy of track: "+str(Etot)+" keV\n")
        A, B, C, D, sigma_A, sigma_B, sigma_C, sigma_D = Timewalk_parameters_Si()
        
        ######################
        #SI - rekonstrukce z(t) - parametry
        a=0.0193947
        b=-0.0273934
        sigma_a=0.0004163
        sigma_b=0.009832
        #######################
        
        time=[]
        sigma_time=[]
        time_min = []
        time_max=[]
        z_rec=[]
        z_rec_min=[]
        z_rec_max=[]
        sigma_z_rec=[]
        
        for i in range(0, len(TCl)):
            time.append(TCl[i] - Tfirst)
            #chyba urceni casu = chyba timewalk ->
            sigma_time.append(np.sqrt(((sigma_C / (pow((ECl[i] - B), D)))*(sigma_C / (pow((ECl[i] - B), D)))) + (((sigma_B*C*D) / (pow((ECl[i] - B), (D + 1))))*((sigma_B*C*D) / (pow((ECl[i] - B), (D + 1))))) + (((sigma_D*C*math.log(ECl[i] - B)) / (pow((ECl[i] - B), D)))* ((sigma_D*C*math.log(ECl[i] - B)) / (pow((ECl[i] - B), D)))) + (sigma_A*sigma_A)))
            time_min.append(time[i] - sigma_time[i])
            time_max.append(time[i] + sigma_time[i])

            #//
            #//rekonstrukce hloubky interakce
            z_rec.append(a * time[i] + (b))
            sigma_z_rec.append(np.sqrt(((time[i]*time[i])*(sigma_a*sigma_a)) + (sigma_b*sigma_b) + (a*a)*(sigma_time[i]*sigma_time[i])))
            z_rec_min.append(z_rec[i] - sigma_z_rec[i])
            z_rec_max.append(z_rec[i] + sigma_z_rec[i])
            #//
            
        single_interaction_file=str(path)+'event'+str(eventNo)+'.txt'
        single_interaction_2D_fig=str(path)+'2D_event'+str(eventNo)+'.png'
        single_interaction_3D_fig=str(path)+'3D_event'+str(eventNo)+'.png'
        
        with open(single_interaction_file, "w", encoding="utf-8") as f:
            f.write('#\n')
            f.write('# x_mean   y_mean   z_rec   z_rec_min   z_rec_max   sigma_z_rec\n')
            f.write('#E_tot='+str(Etot)+'\n')
            f.write('\n')
            for m in range(0,len(TCl)):
                    #print(str(RowNoCl[m])+'     '+str(ClmNoCl[m])+'     '+str(z_rec[m])+'     '+str(z_rec_min[m])+'     '+str(z_rec_max[m])+'     '+str(sigma_z_rec[m])+'     '+str(ECl[m])+'\n')
                    f.write(str(RowNoCl[m])+'     '+str(ClmNoCl[m])+'     '+str(z_rec[m])+'     '+str(z_rec_min[m])+'     '+str(z_rec_max[m])+'     '+str(sigma_z_rec[m])+'     '+str(ECl[m])+'\n')

        f.close
        
        ############################### plot
        #binwidth=1
        if ((max(RowNoCl)-min(RowNoCl))>=(max(ClmNoCl)-min(ClmNoCl))):
            rang=max(RowNoCl)-min(RowNoCl)
            #bins=(range((min(RowNoCl)-1), (max(RowNoCl)+3), binwidth), range((min(ClmNoCl)-1), (min(ClmNoCl)+rang+3), binwidth))
            x_min=min(RowNoCl)-1
            x_max=max(RowNoCl)+2
            y_min=min(ClmNoCl)-1
            y_max=min(ClmNoCl)+rang+2
        else:
            rang = max(ClmNoCl)-min(ClmNoCl)
            #bins=(range((min(RowNoCl)-1), (min(RowNoCl)+rang+3), binwidth), range((min(ClmNoCl)-1), (max(ClmNoCl)+3), binwidth))
            x_min=min(RowNoCl)-1
            x_max=min(RowNoCl)+rang+2
            y_min=min(ClmNoCl)-1
            y_max=max(ClmNoCl)+2
            
        ###############$$$$$$$$$$$$$$$$$$$$
        rows, cols = (x_max-x_min, x_max-x_min)
        #arrECl = [[0]*cols]*rows
        arrECl= [[0] * cols for _ in range(rows)]
        for i in range (x_min,x_max):
            for j in range (y_min,y_max):
                for k in range(0,len(RowNoCl)):
                        if ((i==RowNoCl[k]) and (j==ClmNoCl[k])):
                            #print(str(i)+"   "+str(j)+"    "+str(RowNoCl[k])+"    "+str(ClmNoCl[k])+"\n")
                            arrECl[i-x_min][j-y_min]=ECl[k]
        
        arrECl=np.transpose(arrECl)
        arrECl[arrECl == 0] = np.nan
        
        #2D plot
        plt.imshow(arrECl,cmap='jet',  interpolation='none', origin=[(x_min-0.2),(y_min-0.2)], aspect='equal', extent=[x_min-0.2,x_max,y_min-0.2,y_max])
       
        ###############$$$$$$$$$$$$$$$$$$$$
        cb=plt.colorbar(pad=0.005)
        plt.tick_params(axis="x",direction="in")
        plt.tick_params(axis="y",direction="in")
        cb.ax.tick_params(axis='y', direction='in')
        cb.set_label('Energy in pixel [keV]')
        plt.xlabel('x [pixel]')
        plt.ylabel('y [pixel]')
        plt.title('$E_{tot}$ = '+str(round(Etot, 2))+' keV, $N_{tot}$ = '+str(len(ECl)))
        plt.savefig(single_interaction_2D_fig, dpi = 1000)
        plt.show()
        plt.close()
        ############################### plot
        
        
        ############## 3D plot
        # Creating figure
        fig = plt.figure(figsize = (16, 9))
        ax = plt.axes(projection ="3d")

        # Add x, y gridlines 
        ax.grid(b = True, color ='grey', # 
                linestyle ='-.', linewidth = 0.3, 
                alpha = 0.2) 

        # Creating plot
        sctt = ax.scatter3D(RowNoCl, ClmNoCl, z_rec, 
                            alpha = 0.8,
                            c = ECl, 
                            cmap = 'jet', 
                            s = 4000, #size of bubbles in plot
                            marker ='o')
        plt.title('$E_{tot}$ = '+str(round(Etot, 2))+' keV, $N_{tot}$ = '+str(len(ECl)))
        ax.set_xlabel('x [pixel]', fontweight ='bold') 
        ax.set_ylabel('y [pixel]', fontweight ='bold') 
        ax.set_zlabel('z [mm]', fontweight ='bold')
        cb=fig.colorbar(sctt, ax = ax, shrink = 0.5,aspect = 10,pad=0.00005) #
        cb.ax.tick_params(axis='y', direction='in')
        cb.set_label('Energy in pixel [keV]', fontweight ='bold')
        plt.savefig(single_interaction_3D_fig, dpi = 1000)
        # show plot
        plt.show()
        plt.close()
        ############## 3D plot
        
        eventNo=eventNo+1
    return eventNo

def size_of_interactions_average(Etot, Ntot,file_hist):  #ver XV
    E_min=0
    dE=5 #keV
    E_max=max(Etot)
    pocet=(E_max//dE) + 3
    pocet=int(pocet)
    E_max=float(dE*pocet)
    
    xle=[]
    xre=[]
    xmean=[]
    count=[]
    nop=[] #number of pixels
    nop_mean=[] #mean number of pixels in dE
    sigma=[] #root mean square error of the mean - stredni kvadraticka chyba prumeru
    
    for p in range (0,pocet):
        xle.append(E_min + (p * (E_max - E_min)) / pocet)
        xre.append(xle[p]+dE)
        xmean.append((xle[p] + xre[p]) / 2)
        count.append(0)
        nop.append(0) 
        nop_mean.append(0) 
        sigma.append(0)
    
    #XII
    for i in range(0,len(Etot)):
        E_index=int(((Etot[i]-E_min)/dE))
        if ((xle[E_index] <= Etot[i]) and (Etot[i] < xre[E_index])):
            count[E_index]=count[E_index]+1
            nop[E_index]=nop[E_index]+Ntot[i] #ver XV
    
    for l in range(0,pocet):
        if nop[l]!=0:
            nop_mean[l]=float(nop[l])/float(count[l])
    
    #####Computing sigma
    for i in range(0,len(Etot)):
        E_index=int(((Etot[i]-E_min)/dE))
        if ((xle[E_index] <= Etot[i]) and (Etot[i] < xre[E_index])):
            if nop_mean[E_index]!=0:
                sigma[E_index]=sigma[E_index]+((float(Ntot[i])-float(nop_mean[E_index]))*(float(Ntot[i])-float(nop_mean[E_index])))
            
    for l in range(0,pocet):
        if nop[l]!=0 and count[l]>1:
            sigma[l]=np.sqrt(sigma[l]/(float(count[l])*(float(count[l])-1)))
        if nop[l]!=0 and count[l]==1:
            sigma[l]=10
    #####Computing sigma
    
    #####write to file
    with open(file_hist, "w", encoding="utf-8") as hist:
        hist.write('# x_mean [keV]     mean_size_of_interaction [pixel]     sigma_mean_size_of_interaction\n')
        for m in range(0,len(xmean)):
                hist.write(str(xmean[m])+'     '+str(nop_mean[m])+'     '+str(sigma[m])+'\n')
        
    hist.close
    #####write to file
    
    plt.rcParams.update({'font.size': 20})
    fig, ax = plt.subplots(figsize =(10, 7))
    #plt.fill_between(xmean, nop,step='mid',color='blue', alpha=0.3) #pre mid post
    #plt.fill_between(xmean, nop,step='mid') #pre mid post
    plt.plot(xmean, nop_mean, drawstyle='steps-mid')
    plt.errorbar(xmean, nop_mean, yerr = sigma,fmt ='.', linewidth=0.7)
    plt.title(detector+', #'+str(shot_no))
    plt.xlabel('Energy [keV]')
    plt.ylabel('Average size of interaction [pixel]')
    plt.xlim(0,500)
    plt.ylim(0,17)
    #ax.set_yscale('log') #log scale y
    caption = '# x = energy in keV, dE= '+str(dE)+' keV'
    plt.savefig(figure_size_interaction, dpi = 1000)
    return

def energy_spectra_doublebreakdown(Etot, Tfirst, file_hist):
    #this function separates discharge into two parts acording to time Tsep and creates energy spectrum for each part.
    #This is for discharges with double brakdown
    
    Tsep=14636000 # [ns] 
    
    E_min=0
    dE=5 #keV
    E_max=max(Etot)
    pocet=(E_max//dE) + 3
    pocet=int(pocet)
    E_max=float(dE*pocet)
    
    xle=[]
    xre=[]
    xmean=[]
    
    for p in range (0,pocet):
        xle.append(E_min + (p * (E_max - E_min)) / pocet)
        xre.append(xle[p]+dE)
        xmean.append((xle[p] + xre[p]) / 2)
    
    count_first=[]
    count_second=[]
    for l in range(0,pocet):
        count_first.append(0)
        count_second.append(0)
    #XII
    for i in range(0,len(Etot)):
        E_index=int(((Etot[i]-E_min)/dE))
        if ((xle[E_index] <= Etot[i]) and (Etot[i] < xre[E_index])):
            if(Tfirst[i]<Tsep):
                count_first[E_index]=count_first[E_index]+1
            else:
                count_second[E_index]=count_second[E_index]+1
    
    caption = '# x = energy in keV, dE= '+str(dE)+' keV'
    with open(file_hist, "w", encoding="utf-8") as hist:
        hist.write('#\n')
        hist.write('#'+str(caption)+'\n')
        hist.write('# x_mean     count_before_2nd_breakdown     count_2nd_breakdown\n')
        hist.write('\n')
        for m in range(0,len(xmean)):
                hist.write(str(xmean[m])+'     '+str(count_first[m])+'     '+str(count_second[m])+'\n')
        
    hist.close
    
    plt.rcParams.update({'font.size': 20})
    fig, ax = plt.subplots(figsize =(10, 7))
    #plt.fill_between(xmean, count_first,step='mid') #pre mid post
    plt.plot(xmean, count_first, label='Before 2nd breakdown', drawstyle='steps-mid')
    plt.plot(xmean, count_second, label='2nd breakdown', drawstyle='steps-mid')
    plt.legend(loc='best')
    plt.title(detector+', #'+str(shot_no))
    plt.xlabel('Energy [keV]')
    plt.ylabel('Count')
    plt.xlim(0,500)
    ax.set_yscale('log') #log scale y
    plt.savefig(figure_energy_spectra_doublebreakdown, dpi = 1000)
    
    return 

File names

#soubory, ktere ctu
#read files
t3pa=get_file(shot, identifier)
name_calib='caliba'
caliba=get_file_calib(name_calib)
name_calib='calibb'
calibb=get_file_calib(name_calib)
name_calib='calibc'
calibc=get_file_calib(name_calib)
name_calib='calibt'
calibt=get_file_calib(name_calib)

#vytvorene soubory:
#created files
t3pa_cls= 'H03-W0051_shot_'+str(shot)+'_450V.t3pa_cls'
E_hist= 'H03-W0051_shot_'+str(shot)+'_450V_E_hist.txt'
E_in_time_hist= 'H03-W0051_shot_'+str(shot)+'_450V_discharge_energy.txt'
count_in_time_hist= 'H03-W0051_shot_'+str(shot)+'_450V_discharge_hits.txt'
size_interaction= 'H03-W0051_shot_'+str(shot)+'size_interaction.txt'
file_energy_spectra_doublebreakdown= 'H03-W0051_shot_'+str(shot)+'energy_spectra_doublebreakdown.txt'

#created figures
icon_fig='icon-fig'
figure_E_in_time_hist='discharge_energy'
figure_count_in_time_hist='discharge_hits'
figure_E_hist='Energy_spectrum'
hit_map_fig='hit-map'
figure_size_interaction= 'H03-W0051_shot_'+str(shot)+'size_interaction'
figure_energy_spectra_doublebreakdown= 'H03-W0051_shot_'+str(shot)+'energy_spectra_doublebreakdown'

Calling functions

#nactu jednotlive kalibracni matice - abych to nemusel delat v kazde funkci
a=load_calib(caliba)
b=load_calib(calibb)
c=load_calib(calibc)
t=load_calib(calibt)

#nactu a urcim jednotlive hodnoty - abych to nemusel delat v kazde funkci
index,  matrix_index, ToA, ToT, FToA, overflow, pocet_udalosti = load_t3pa_file(t3pa)
index,  matrix_index, ToA, ToT, FToA, overflow, pocet_udalosti, RowNo, ClmNo = t3pa_data(pocet_udalosti,index,  matrix_index, ToA, ToT, FToA, overflow)

Hit map

raw data

#hit map
hit_map(detector,hit_map_fig,RowNo,ClmNo)

Energy and time calculation

Energy and time calculation from raw data.

E=energy(a, b, c, t, ToT, pocet_udalosti, RowNo, ClmNo)
T=Time(ToA, FToA, pocet_udalosti, RowNo, ClmNo)

index, matrix_index, ToA, ToT, FToA, overflow, RowNo, ClmNo, E, T = remove_interactions_with_zero_energy(index, matrix_index, ToA, ToT, FToA, overflow, RowNo, ClmNo, E, T)
E,T=Timewalk(E,T)

#sort by time
T, index, matrix_index, ToA, ToT, FToA, overflow, RowNo, ClmNo, E = (list(t) for t in zip(*sorted(zip(T, index, matrix_index, ToA, ToT, FToA, overflow, RowNo, ClmNo, E), reverse=True))) #serazeni od nejvetsiho po nejmensi

T_pom=T.copy()

#save to file
T_first, E_tot, Ntot = file_t3pa_cls_new(t3pa_cls,T)

Detected energies during the discharge

dt, caption, T_int_first, E = energy_spectrum_in_time(T_first, E_tot)
hist_file(E_in_time_hist, T_int_first, E, caption);

([5714731.875068909,
  5757839.897426929,
  5965559.486336796,
  6162225.9879178135,
  6164551.809402447,
  6166516.965893549,
  6168097.033192592,
  6230365.442578656,
  6249387.5,
  6314445.3125,
  6346601.04189916,
  6407082.8125,
  6469979.345036221,
  6696412.5,
  6942782.31473312,
  8832095.3125,
  8960077.368227122,
  9622639.0625,
  9626902.334862266,
  9631307.8125,
  9680312.5,
  9694093.353228083,
  9764715.813766057,
  9772247.49981796,
  9774860.712982029,
  9777544.722929608,
  9796146.501553487,
  9797877.31583935,
  9799459.56734288,
  9799790.29428793,
  9800493.75,
  9810595.3125,
  9858151.829106681,
  9858776.26110834,
  9869230.331603441,
  9881939.0625,
  9886850.0,
  9888211.622635432,
  9891447.923019206,
  9896501.224363312,
  9896770.3125,
  9897679.6875,
  9935690.625,
  9948750.342859859,
  9948869.272026334,
  9950402.6081502,
  9988169.9679458,
  10006834.631764455,
  10012396.55738127,
  10033063.970314583,
  10042361.819677671,
  10045128.366891515,
  10053950.708045516,
  10069157.8125,
  10069326.192101443,
  10080685.580807447,
  10091896.214868639,
  10093471.815133946,
  10098754.896225076,
  10101156.560781296,
  10103557.73171373,
  10103709.306366492,
  10113211.639145397,
  10118031.25,
  10119041.44421543,
  10122073.361226447,
  10122173.44336718,
  10123017.1875,
  10123148.077811224,
  10124830.655289588,
  10125535.527069444,
  10125621.875,
  10126906.25,
  10140255.58594716,
  10144222.744311092,
  10145484.105290305,
  10145502.091740888,
  10159931.259046033,
  10161098.4375,
  10163272.912229113,
  10163478.937161092,
  10164459.375,
  10165095.991611097,
  10167944.990297103,
  10169567.1875,
  10170780.507200178,
  10178128.125,
  10178484.837489452,
  10178749.947838265,
  10179038.487521533,
  10179273.4375,
  10179543.549043102,
  10180029.938528754,
  10180549.85245185,
  10181270.178236483,
  10181334.375,
  10181514.0625,
  10181696.702168914,
  10182128.502904389,
  10182325.173776956,
  10182662.289111547,
  10183252.648822382,
  10183565.602168368,
  10188231.25,
  10207085.798759744,
  10215862.5,
  10249634.980290322,
  10252293.75,
  10254048.4375,
  10255100.0,
  10255567.103581723,
  10255664.093948217,
  10256728.125,
  10265317.404737588,
  10268764.191086676,
  10272625.24543602,
  10274055.457621332,
  10276546.618251057,
  10279374.27109037,
  10279628.125,
  10280242.422826195,
  10281701.975226467,
  10282689.55972953,
  10283844.826998923,
  10284129.6875,
  10292126.518677246,
  10294759.375,
  10306006.25,
  10306291.78573391,
  10306612.91333777,
  10307390.6429372,
  10307554.6875,
  10329785.380433315,
  10339719.832775248,
  10354399.845007094,
  10355118.75,
  10355354.6875,
  10355998.4375,
  10357954.6875,
  10358319.372548444,
  10362097.826046394,
  10366419.979467342,
  10382353.770715494,
  10382544.328086957,
  10386366.062854443,
  10387551.23297807,
  10389239.0625,
  10390734.375,
  10399709.736813225,
  10400951.370529994,
  10401167.0755572,
  10401198.12512909,
  10403449.999378981,
  10403673.57086109,
  10404596.875,
  10405690.394178128,
  10405716.8437875,
  10408259.168968273,
  10408370.88117398,
  10411351.5625,
  10420202.763388813,
  10424629.216020834,
  10424943.765158458,
  10425000.001247643,
  10431842.1875,
  10431866.106400575,
  10433481.009906376,
  10433703.017990489,
  10433817.1875,
  10434078.125,
  10434233.607748104,
  10434312.5,
  10434428.01485141,
  10434642.65708053,
  10434905.309071247,
  10434971.875,
  10434975.883712007,
  10434984.375,
  10435067.902731186,
  10435092.1875,
  10435130.386371933,
  10435187.2890998,
  10435207.509852657,
  10435351.81052576,
  10435463.369767489,
  10435470.58161561,
  10435487.817163078,
  10435660.168533184,
  10435695.106422747,
  10435709.46089136,
  10435881.25,
  10436087.784770992,
  10436360.591734583,
  10436400.090418173,
  10436747.203995606,
  10436869.953209871,
  10437892.887950135,
  10438752.318821408,
  10438841.761643516,
  10439361.830604233,
  10450256.704574617,
  10451144.600210361,
  10451241.108585015,
  10451529.257382061,
  10451587.481209116,
  10452321.875,
  10452589.920916224,
  10452626.336289968,
  10452950.0,
  10454085.313741717,
  10454369.639940396,
  10454418.27890689,
  10454500.775282584,
  10454534.375,
  10455202.582828676,
  10455400.0,
  10456037.59534268,
  10456045.601632666,
  10456525.0,
  10459485.945267787,
  10459809.375,
  10461068.111032898,
  10461069.761585433,
  10461359.135892969,
  10466754.601828022,
  10468897.269223798,
  10469081.334814776,
  10469218.484602276,
  10469251.5625,
  10469996.875,
  10470019.709751967,
  10470076.009320617,
  10470311.9714744,
  10470787.905202746,
  10471601.443731923,
  10473217.1875,
  10474046.875,
  10474517.461218089,
  10474548.90168653,
  10476743.75,
  10476821.659018302,
  10477046.875,
  10477155.232044475,
  10477246.875,
  10477802.36203572,
  10477880.881133966,
  10478208.437024513,
  10479843.355505167,
  10480926.020426685,
  10481566.426749378,
  10481704.391076682,
  10481976.5625,
  10482095.3125,
  10483602.790685577,
  10485030.50805483,
  10485632.603229951,
  10491848.346962322,
  10492357.8125,
  10492364.641350405,
  10492602.167002596,
  10493133.294335097,
  10493210.035417436,
  10493240.625,
  10493249.18005508,
  10493580.743672283,
  10493693.75,
  10494017.1875,
  10494057.229210224,
  10494176.5625,
  10494257.8125,
  10494268.189656869,
  10494299.190046843,
  10494632.802989263,
  10494707.337566933,
  10494900.26319706,
  10496596.297915867,
  10496938.893872177,
  10497082.754104631,
  10497595.3125,
  10497938.72459836,
  10499125.0,
  10499698.4375,
  10500257.292261224,
  10500271.435416168,
  10500863.611785347,
  10501098.512194086,
  10501199.960235663,
  10501243.669925043,
  10501420.523295613,
  10502061.277950292,
  10502795.459700176,
  10509175.0,
  10509529.965495432,
  10509551.475355873,
  10509555.223657353,
  10510168.901628384,
  10510444.081360186,
  10510591.680872587,
  10510688.870807257,
  10510808.685937766,
  10510957.451157084,
  10511011.392107194,
  10511027.836982409,
  10511214.058795359,
  10511548.4375,
  10511617.177469209,
  10511764.457503324,
  10511778.125,
  10511903.124016434,
  10511920.3125,
  10511942.50590176,
  10511961.043501444,
  10511968.108234277,
  10512027.669176089,
  10512132.357733103,
  10512149.879557556,
  10512167.574554762,
  10512323.4375,
  10512494.568989186,
  10512645.534938669,
  10512645.641191114,
  10512646.875,
  10512647.428389348,
  10512653.734001203,
  10512886.941550998,
  10513174.641435236,
  10513259.375,
  10513312.07044675,
  10513313.696551476,
  10513330.225784658,
  10513404.394131886,
  10513446.203455519,
  10513528.086402763,
  10513542.1875,
  10513686.487672728,
  10513749.813508619,
  10513861.511521406,
  10513865.625,
  10514087.218953561,
  10514116.667547764,
  10514146.238697495,
  10514206.22211634,
  10514219.848241357,
  10514241.582860434,
  10514298.1676889,
  10514401.5625,
  10514639.841601338,
  10514720.3125,
  10514750.025612958,
  10514821.601684669,
  10514831.25,
  10515055.480353212,
  10515297.23188939,
  10515324.889012268,
  10515875.0,
  10516190.981729042,
  10516205.57942757,
  10516457.58279562,
  10516601.05000298,
  10517031.353665905,
  10517267.964861682,
  10517490.277338654,
  10517893.087072082,
  10518577.484931817,
  10520275.0,
  10520406.053706197,
  10520581.778247656,
  10521939.629855953,
  10526589.716773441,
  10528650.0,
  10529621.875,
  10529729.866581567,
  10530083.692019511,
  10530207.623364648,
  10530496.115975391,
  10530850.425926723,
  10530905.90745906,
  10530971.326770782,
  10531591.772263784,
  10531594.130723862,
  10532778.899824083,
  10532809.16207754,
  10533271.18795658,
  10533765.001730412,
  10534992.375676177,
  10535440.003319804,
  10536099.543006165,
  10536174.452675251,
  10536511.817940451,
  10536856.25,
  10537086.08526732,
  10537226.406631062,
  10537243.500667743,
  10537792.328184554,
  10538187.5,
  10538445.195321865,
  10539312.5,
  10540859.520983787,
  10541129.245034913,
  10541812.887458123,
  10542069.507667186,
  10542080.653139714,
  10542840.434928078,
  10547760.429950798,
  10548265.631408393,
  10549006.25,
  10549015.31964911,
  10549173.923640216,
  10549203.125,
  10549312.903554335,
  10549549.549610725,
  10549952.12575383,
  10549980.69533375,
  10550250.59315722,
  10550364.916972822,
  10550367.1875,
  10550669.765983433,
  10550703.747572364,
  10551040.545106098,
  10551094.773761434,
  10551196.076719195,
  10551250.0,
  10551350.0,
  10551389.096171074,
  10551443.991297908,
  10551565.030014621,
  10551590.625,
  10551625.298729219,
  10551654.867341897,
  10551702.91961157,
  10552614.0625,
  10552732.381798564,
  10552826.526093176,
  10552863.38556727,
  10552939.657899605,
  10552980.555195922,
  10553051.5625,
  10553146.270983197,
  10553224.301003145,
  10553231.111998193,
  10553237.525741586,
  10553367.281701393,
  10553410.398005214,
  10553421.80681892,
  10553448.046051571,
  10553459.23010319,
  10553479.203705415,
  10553499.68969842,
  10553794.785751179,
  10554104.6875,
  10554362.066022836,
  10554391.890148886,
  10554425.981718464,
  10554618.565730285,
  10554700.245365143,
  10554984.939275166,
  10555141.348925665,
  10555142.891668526,
  10555681.892752111,
  10555684.304334197,
  10556465.657289313,
  10556932.94855717,
  10557482.8125,
  10557596.923805289,
  10557662.5,
  10559999.948952975,
  10560473.16009275,
  10562422.67825028,
  10566710.211995441,
  10568356.156645585,
  10568530.829019684,
  10568541.67156118,
  10569944.234195147,
  10571146.073650531,
  10571175.0,
  10571318.209903268,
  10576513.23720909,
  10577684.146660518,
  10578868.53612468,
  10581962.110193351,
  10583812.356993606,
  10590332.550712612,
  10591769.875379939,
  10595268.446478354,
  10600843.467525875,
  10603439.867915,
  10619866.168876113,
  10620523.768288739,
  10621309.375,
  10621350.0,
  10623609.375,
  10623876.622628076,
  10624573.390979571,
  10627330.886646388,
  10628109.604415342,
  10628131.920949705,
  10634059.14740428,
  10653043.138698213,
  10654370.882734608,
  10656007.964955933,
  10665298.99164206,
  10665338.563313097,
  10670420.045541747,
  10672689.323988114,
  10672863.50409158,
  10673609.284230076,
  10674284.135269329,
  10674540.892400414,
  10706385.834762942,
  10708726.885823032,
  10708738.820623524,
  10718504.42900048,
  10719173.345304757,
  10719738.294637987,
  10721632.365423448,
  10723268.75,
  10723876.5625,
  10724231.812425444,
  10727050.184795909,
  10730595.010557361,
  10736468.75,
  10736526.681754127,
  10739931.791538436,
  10739998.4375,
  10740210.283012671,
  10740232.399179967,
  10741346.61478689,
  10741814.784295164,
  10741968.030475376,
  10742276.978383405,
  10742448.378808552,
  10743105.567317309,
  10745947.703877743,
  10748364.133774912,
  10748427.320921076,
  10749149.96011907,
  10749504.994865442,
  10749887.5,
  10751685.9375,
  10753025.0,
  10753122.332892247,
  10755320.739466092,
  10756988.425508453,
  10757159.375,
  10757240.024905799,
  10757426.5625,
  10757501.55380869,
  10757705.588272085,
  10757826.5625,
  10758185.9375,
  10758281.77571804,
  10758318.266962964,
  10764118.75,
  10766354.170259247,
  10770408.600906612,
  10771762.11854917,
  10771765.625,
  10776070.3125,
  10779828.070177842,
  10782102.876541859,
  10793192.1875,
  10793280.061664583,
  10800109.6952366,
  10804083.651767334,
  10806484.61610326,
  10807564.131221497,
  10808773.4375,
  10812226.55409573,
  10818396.106348269,
  10818914.02200903,
  10819287.154587043,
  10819777.930347582,
  10822339.0625,
  10824717.1875,
  10835377.451141525,
  10837192.386588516,
  10845378.125,
  10845734.375,
  10846128.125,
  10846210.38765374,
  10846339.0625,
  10846641.785014272,
  10846903.718583733,
  10847135.085703814,
  10847176.961300593,
  10847444.65019214,
  10847667.921705564,
  10847821.875,
  10848072.413649106,
  10848337.893218748,
  10848515.662275111,
  10848672.881807195,
  10848673.4375,
  10849382.051906794,
  10850752.878248997,
  10850753.063708495,
  10851245.3125,
  10853225.734125625,
  10856325.44840218,
  10859106.116278578,
  10859682.201807592,
  10860014.0625,
  10860042.916105837,
  10860047.400169676,
  10860785.670181483,
  10861068.322137289,
  10861539.0625,
  10861802.914765317,
  10861963.239426412,
  10862184.986342248,
  10862552.131813722,
  10863343.913631607,
  10863742.619885586,
  10863893.75,
  10864096.100048847,
  10864135.9375,
  10864267.1875,
  10864304.82474099,
  10864346.363810807,
  10864400.0,
  10864594.699031435,
  10864712.232599609,
  10864790.653626647,
  10864801.5625,
  10864808.76828625,
  10864810.992669597,
  10864813.264892785,
  10864878.160439206,
  10864956.687571103,
  10864980.22239334,
  10865034.187252875,
  10865159.36196967,
  10865208.139657494,
  10865291.326017749,
  10865299.13133191,
  10865312.5,
  10865331.315569412,
  10865365.713238724,
  10865384.960701486,
  10865418.274278067,
  10865496.790669957,
  10865534.900769895,
  10865560.327422563,
  10865608.473287664,
  10865614.92403632,
  10865622.717105867,
  10865690.362712825,
  10865694.704935052,
  10865711.250312207,
  10865716.118670205,
  10865720.509764554,
  10865764.741843207,
  10865765.625,
  10865834.340909934,
  10865879.685496032,
  10865884.375,
  10865912.710170979,
  10865937.315217422,
  10865953.125,
  10865992.045922076,
  10866006.753028125,
  10866025.749376917,
  10866025.927458094,
  10866038.943288913,
  10866063.605966449,
  10866084.094785297,
  10866169.644509017,
  10866175.0,
  10866185.9375,
  10866189.046944354,
  10866191.088966012,
  10866209.043084534,
  10866250.087950202,
  10866261.778223349,
  10866262.5,
  10866285.9375,
  10866385.9375,
  10866398.384798573,
  10866446.425065277,
  10866466.482170887,
  10866475.98500535,
  10866509.042425908,
  10866514.108004125,
  10866525.186318003,
  10866532.680207722,
  10866595.3125,
  10866612.777872046,
  10866662.5,
  10866703.715267122,
  10866727.801681275,
  10866730.220598752,
  10866790.624383837,
  10866801.113672312,
  10866910.09930944,
  10866930.2673939,
  10866983.16395913,
  10867177.205220852,
  10867239.0625,
  10867264.0625,
  10867285.9375,
  10867421.005771343,
  10867441.679017123,
  10867450.336437857,
  10867620.867142638,
  10867620.977033595,
  10867621.694982633,
  10867642.1875,
  10867687.5,
  10867694.594335204,
  10867723.245582687,
  10867729.212374194,
  10867767.618800709,
  10867772.916332839,
  10867779.6875,
  10867798.379189942,
  10867836.102231564,
  10867837.598299379,
  10867838.497380722,
  10867878.036572438,
  10867890.625,
  10867903.058676954,
  10867951.5625,
  10867958.511474712,
  10867964.758571481,
  10867993.75,
  10868017.5699137,
  10868017.69781414,
  10868023.968017086,
  10868025.924784716,
  10868076.759665996,
  10868102.690168561,
  10868104.251011092,
  10868124.529125664,
  10868175.894720832,
  10868178.125,
  10868194.650297783,
  10868218.75,
  10868235.133355413,
  10868245.3125,
  10868255.577175625,
  10868259.382685458,
  10868260.171868559,
  10868281.545413002,
  10868289.144320585,
  10868293.75,
  10868305.073046094,
  10868314.0625,
  10868320.3125,
  10868329.6875,
  10868375.780375477,
  10868384.539720695,
  10868393.75,
  10868403.125,
  10868409.375,
  10868421.609828645,
  10868422.665725697,
  10868433.022638842,
  10868437.404152466,
  10868444.263143456,
  10868444.778453998,
  10868464.605341155,
  10868478.125,
  10868482.8125,
  10868506.450340535,
  10868528.125,
  10868544.508284483,
  10868586.103267353,
  10868591.832912955,
  10868600.466947086,
  10868626.075335918,
  10868628.847962877,
  10868631.733935555,
  10868635.83297624,
  10868638.140830172,
  10868669.580629556,
  10868671.556199716,
  10868671.827882973,
  10868685.9375,
  10868687.057889586,
  10868698.4375,
  10868703.111473093,
  10868711.847747706,
  10868718.75,
  10868740.76299962,
  10868752.421283033,
  10868763.190848846,
  10868774.248095224,
  10868779.216887023,
  10868791.449278763,
  10868806.656511128,
  10868810.9375,
  10868821.875,
  10868841.553400755,
  10868851.5625,
  10868862.32252008,
  10868864.504680412,
  10868869.516043283,
  10868870.3125,
  10868874.130548758,
  10868876.063298704,
  10868894.280101756,
  10868905.858453369,
  10868908.674707057,
  10868948.789476186,
  10868950.771421604,
  10868956.174181562,
  10868962.5,
  10868982.421811044,
  10868990.625,
  10869019.904123476,
  10869023.72159887,
  10869033.017382436,
  10869034.375,
  10869036.657955093,
  10869038.98990725,
  10869046.773913918,
  10869046.875,
  10869048.4375,
  10869050.497635767,
  10869058.69453314,
  10869065.336629948,
  10869065.625,
  10869106.942142861,
  10869110.099302907,
  10869114.046314174,
  10869120.179635812,
  10869120.938960135,
  10869127.462148575,
  10869134.375,
  10869139.599990658,
  10869149.245892644,
  10869181.480653303,
  10869189.0625,
  10869201.5625,
  10869218.75,
  10869232.8125,
  10869235.032658234,
  10869236.057901453,
  10869240.361739727,
  10869241.753855862,
  10869243.478559745,
  10869244.122095043,
  10869247.035620574,
  10869248.4375,
  10869249.905171834,
  10869266.182662938,
  10869290.625,
  10869294.854374066,
  10869302.309432132,
  10869306.69550559,
  10869323.4375,
  10869326.280720145,
  10869331.195591899,
  10869335.037505168,
  10869338.514204724,
  10869340.794839267,
  10869346.875,
  10869352.486420278,
  10869356.25,
  10869367.181151502,
  10869368.459185263,
  10869384.337038597,
  10869387.781770058,
  10869389.0625,
  10869390.138855292,
  10869402.850017695,
  10869412.734867819,
  10869422.815742237,
  10869425.040837634,
  10869430.067475319,
  10869431.666762447,
  10869434.954855299,
  10869444.112385962,
  10869445.3125,
  10869451.5625,
  10869452.59856208,
  10869459.98998045,
  10869470.646604333,
  10869471.97202267,
  10869475.912539655,
  10869483.083666312,
  10869490.625,
  10869507.200305935,
  10869508.86620951,
  10869518.380942857,
  10869522.425587883,
  10869540.378906392,
  10869549.283565467,
  10869551.909891928,
  10869557.172382303,
  10869567.1875,
  10869570.3125,
  10869572.200640172,
  10869590.58594523,
  10869595.3125,
  10869601.721335223,
  10869611.382523812,
  10869615.454501817,
  10869616.561455721,
  10869636.314895583,
  10869636.411945973,
  10869639.908620456,
  10869642.072511224,
  10869648.261419993,
  10869654.6875,
  10869668.256809305,
  10869671.875,
  10869672.949933464,
  10869673.049736189,
  10869696.195520805,
  10869704.59639451,
  10869731.405568907,
  10869740.790472124,
  10869741.916444661,
  10869757.8125,
  10869767.1875,
  10869776.650683463,
  10869782.8125,
  10869782.8125,
  10869792.065675773,
  10869801.74153946,
  10869804.080777692,
  10869804.55174921,
  10869810.9375,
  10869820.229729613,
  10869821.787905728,
  10869824.867463548,
  10869826.5625,
  10869828.125,
  10869830.383292962,
  10869830.767797085,
  10869831.140332848,
  10869839.0625,
  10869846.560601616,
  10869857.8125,
  10869865.389996601,
  10869883.999153718,
  10869900.66210275,
  10869912.5,
  10869913.21643617,
  10869918.738192296,
  10869921.439815475,
  10869924.231621366,
  10869929.6875,
  10869931.25,
  10869951.172698554,
  10869951.5625,
  10869957.806848014,
  10869964.249854391,
  10869966.665087106,
  10869972.215693401,
  10869973.4375,
  10869973.4375,
  10869976.82041454,
  10869979.6875,
  10869981.945090575,
  10869991.049798727,
  10869998.4375,
  10870004.623149533,
  10870012.741237722,
  10870015.921097891,
  10870023.764432719,
  10870027.230562255,
  10870032.25109312,
  10870035.9375,
  10870036.713661956,
  10870040.42091572,
  10870040.561473485,
  10870044.784631284,
  10870052.170654057,
  10870057.15518571,
  10870062.5,
  10870070.3125,
  10870071.875,
  10870079.337612377,
  10870090.93442524,
  10870095.3125,
  10870112.424305726,
  10870120.3125,
  10870123.42279923,
  10870123.4375,
  10870136.046732854,
  10870136.803422758,
  10870142.320143357,
  10870147.576047646,
  10870160.755452283,
  10870166.443817658,
  10870170.258120585,
  10870178.453772238,
  10870187.4362332,
  10870188.926078836,
  10870192.40291654,
  10870193.75,
  10870201.037822647,
  10870204.043055162,
  10870210.656528348,
  10870212.390815401,
  10870217.1875,
  10870224.06831438,
  10870228.121551067,
  ...],
 [6.58975347704933,
  95.4430878425435,
  16.92288630905258,
  5.376953380400336,
  76.74073416979309,
  14.159160655890028,
  90.53101954237468,
  7.538565147264243,
  91.8555118021257,
  38.79883026776727,
  5.508336567427285,
  36.840615113670864,
  9.057698010517221,
  89.83663947952677,
  90.39039052478476,
  86.5689307462479,
  8.764174581167394,
  83.6244362471743,
  73.96947292059781,
  66.06118092195004,
  54.61824710726644,
  5.514128905522913,
  9.496284181303249,
  12.268371370931773,
  9.14851160094601,
  26.875620881409038,
  70.84613292957921,
  80.00133278922614,
  25.812041003452343,
  28.64755464785991,
  99.16089693605379,
  65.4769746587519,
  9.567488986230623,
  69.12425596758482,
  26.535166616106412,
  37.51589377044692,
  56.45480697034406,
  18.406031411380226,
  49.92805962158413,
  90.23177401581518,
  62.451906272167726,
  80.25859254675638,
  66.23103824778259,
  9.639173277278205,
  5.8536425477001695,
  8.929537611096599,
  11.695096857512617,
  5.962082441058744,
  23.132556320922248,
  32.59741305268297,
  34.19193516221677,
  16.875522078613088,
  82.83422380701225,
  54.508404012063934,
  22.891305399025597,
  10.612471600277583,
  20.031763878182627,
  37.400999126183564,
  9.514356276057747,
  9.608778748708405,
  11.003737681821214,
  11.022096481875717,
  18.51766959978905,
  60.65766842492236,
  10.135622455679322,
  6.080203191832532,
  8.289682427267214,
  93.2674266886144,
  13.72748570426058,
  30.870563541548925,
  8.080839027505947,
  56.090151757636626,
  31.57274965088172,
  96.74221053036894,
  41.32546400013389,
  30.190046775860758,
  7.267887842520689,
  9.339063836864456,
  49.976410854114675,
  5.894930895895799,
  19.313142166389696,
  56.266845006755375,
  5.566973422742444,
  23.471213842485763,
  31.23028939708911,
  19.370671209107904,
  39.792974312172454,
  17.05573006502845,
  9.287683526095751,
  25.921840791970144,
  59.43126724003632,
  9.167072952333704,
  15.993197699324467,
  33.62083223581169,
  38.50430524995558,
  52.22561005383319,
  42.584320716380695,
  10.867895502901519,
  77.0029196808506,
  6.798702883309314,
  86.62787666178994,
  13.391766908103905,
  5.937419672756054,
  62.38172796365832,
  49.054170093407286,
  61.94476673729979,
  12.226951570356844,
  79.11232986943735,
  129.79629394913536,
  53.131082445268625,
  75.67395385513862,
  23.371524110436958,
  33.49835477018298,
  17.147028338651104,
  9.442549807667735,
  81.4474119202502,
  8.74064311773153,
  14.045576471007136,
  6.942177260622681,
  28.77194561680218,
  15.921333539195338,
  9.706600310003353,
  9.790479689479584,
  46.76722328397939,
  62.92505318123164,
  16.094569158345188,
  30.852434935013875,
  75.06667041227458,
  66.60314626527514,
  44.90840642786216,
  8.296085648851575,
  115.63187008491607,
  6.982330598093639,
  21.69776944531608,
  35.45798268033149,
  106.47661720762771,
  109.07135617034172,
  37.66829008822494,
  48.06436525176315,
  5.861525724294083,
  23.422644568855702,
  72.69579899407154,
  18.14645636280027,
  17.722758046712656,
  11.888800523016318,
  5.911213454860845,
  151.48573525106656,
  89.48221207170971,
  121.76580358449698,
  51.616179779027526,
  78.35959357023256,
  75.85165679420356,
  6.486993884873838,
  47.40120392338513,
  73.95753696048146,
  10.78511744412216,
  10.62984653605081,
  14.210354104996771,
  113.12735163693858,
  92.37206938075164,
  22.994403665129077,
  21.782408380118856,
  23.432469247043258,
  7.603688996346006,
  81.86604799781225,
  7.254020780553195,
  35.3897313507101,
  14.548744891017497,
  69.84771489465865,
  93.21251148514693,
  19.185671107984955,
  36.00434645593506,
  14.537662055811108,
  7.782390863853001,
  9.918780230217308,
  39.69801011044178,
  7.957523974273878,
  68.3885537595288,
  58.57832694486889,
  38.80737448166163,
  18.498792163240086,
  10.813316705876485,
  23.71698431145516,
  59.768624542994516,
  19.76423056468621,
  51.4413616328944,
  55.381005449542386,
  7.346935646262424,
  86.6759666140861,
  15.279315033004863,
  50.771456371087154,
  9.584388523497177,
  69.91107390221686,
  11.272039831946278,
  16.363643261534122,
  10.60900603136652,
  79.07130435576447,
  121.39313313972636,
  8.073523464719655,
  29.77861588397896,
  17.012482659848427,
  8.79392873132889,
  5.176779079920446,
  94.98037996814402,
  69.9838283475185,
  36.19346737513119,
  19.673207213722364,
  5.919944946461908,
  66.59266258050465,
  12.999416423984803,
  7.376841991770182,
  51.76666687427109,
  19.037958393384475,
  86.27079395993894,
  162.06302270038742,
  35.572475626452615,
  7.638089386057249,
  27.406991200717286,
  54.105929353451195,
  11.139870099545787,
  38.52932002444779,
  12.960906866457151,
  16.097102001938897,
  14.102266692857317,
  34.54277990081894,
  22.393054669472896,
  15.27494776535243,
  14.018024355133,
  66.66560472238916,
  44.25902447444646,
  19.354178856874555,
  34.357772826460526,
  21.213184777012895,
  11.826206729998269,
  6.468633081092048,
  100.16932118618189,
  32.63378873093336,
  5.629368504075486,
  17.065041515549268,
  84.63030267169898,
  32.4384963904508,
  51.77962618376773,
  97.88269126727269,
  96.53180549961351,
  94.72812707190164,
  90.8052703990069,
  144.2689751214342,
  5.785356472026177,
  35.152716688671745,
  10.115783601676336,
  23.79653658990193,
  88.73507630025117,
  102.84903489222849,
  5.910810749625762,
  29.67157316295119,
  24.983267292045046,
  72.22708403270568,
  44.40071083646816,
  6.8848469498756755,
  17.885122439723677,
  27.71457530201379,
  19.600743176761696,
  69.09412209047325,
  18.802082284988504,
  91.02149432748087,
  47.06500016071065,
  96.01240794881176,
  44.832966445039574,
  101.30915406178548,
  51.02455946215197,
  10.351906554951976,
  12.550401004872366,
  5.041383692112768,
  8.95970381459182,
  16.422588408457937,
  13.119774859102723,
  10.873978062810888,
  64.76735440536106,
  84.89265574949283,
  101.03122051038574,
  47.59207826449883,
  63.243355483855,
  10.40149400111499,
  22.117725659973544,
  21.99925227509232,
  101.57964852997844,
  9.298004996308922,
  14.644839154723561,
  6.520650906508098,
  16.19732223379608,
  15.533908055590123,
  57.790341068808274,
  11.591933853652701,
  6.746232738371155,
  37.67337485205448,
  5.825285306693145,
  16.375246359150424,
  44.8504803010009,
  5.198565521320179,
  100.0182259480053,
  10.606269998968788,
  18.6663214555905,
  7.047744299169289,
  60.962180939176704,
  54.650761521229136,
  6.761505649518236,
  6.130162444749395,
  93.39774189584485,
  28.5057473410818,
  75.05211641428714,
  16.31193218001868,
  11.297537204036077,
  10.253684264690982,
  19.391626374024284,
  6.675989603258721,
  6.468375126391154,
  8.50244354191262,
  71.5935971708947,
  19.365226919137466,
  15.863011351777743,
  11.683519497489222,
  92.55699199855329,
  43.37540694492961,
  23.235658467833787,
  8.899986614255429,
  52.37671323886539,
  68.55557985008741,
  5.06116749212577,
  5.787390464837815,
  123.74510937379779,
  32.86058776290285,
  19.937055727448627,
  88.27630016799667,
  30.102314477681123,
  17.555358522525502,
  20.82665887644322,
  115.64741520807226,
  107.26411000959206,
  23.99590444216731,
  21.29634855794452,
  7.388243579439331,
  133.7170492162417,
  52.78997927435174,
  17.710408540858403,
  24.144177749624433,
  56.15594378117997,
  15.422050895369757,
  40.039800488567685,
  7.128200840662381,
  13.992938264978607,
  29.203240074001712,
  7.91759294548127,
  5.212610738297175,
  8.228744441527246,
  61.05770508953867,
  16.501155767646786,
  10.21969768904091,
  82.98639281840826,
  13.291949451312885,
  11.293703855717279,
  19.053203141839493,
  13.763571763670836,
  20.008451331307757,
  20.201069280503557,
  108.40226006343198,
  7.53375165192408,
  37.411074492663204,
  68.07584013468175,
  14.0058048438515,
  63.20976472816923,
  111.03248457479992,
  15.67103899467171,
  6.385104975370365,
  31.301499576298976,
  111.20410114543881,
  24.88441871309898,
  23.222135593017068,
  13.19587028084785,
  52.44864112021313,
  29.98307145701733,
  10.085464954461614,
  77.97253675806216,
  6.184129867083956,
  10.275714048386932,
  15.710775391442153,
  20.359478271841482,
  73.49146026640096,
  21.033652931242546,
  33.39660921486666,
  37.98260475219561,
  19.234691665401996,
  14.378925956300524,
  48.72421570900498,
  8.362401712671666,
  30.65413976287294,
  14.512930574140073,
  48.53714696403002,
  77.61182862736419,
  13.486431925452163,
  5.25612041465357,
  65.77222491944093,
  84.84266111462757,
  7.535908742458326,
  8.03525331564435,
  37.52821317018698,
  50.89409158626442,
  63.77166172396241,
  6.86460326903129,
  65.06149553360679,
  11.82307420189291,
  8.977551882788108,
  9.857862661940189,
  20.964574397395413,
  12.201433398843935,
  34.19396394091242,
  58.70725113736735,
  5.152826037029642,
  12.263586153292678,
  5.201391229831154,
  13.221187761591116,
  89.10554993642776,
  77.28877518283653,
  68.08990687598855,
  15.071419900386124,
  5.722288892444753,
  15.401639917468572,
  72.31683794451212,
  16.217076038881476,
  15.674350408020917,
  25.039497652273884,
  30.277715707830122,
  70.80993034589704,
  11.0712734639382,
  26.636034295210436,
  9.891276254689018,
  7.3698889542943675,
  116.48561506335615,
  66.62902427458894,
  18.165656119479756,
  92.89995694714422,
  79.19677894471141,
  9.412346523825216,
  13.219165142714951,
  8.250848148372366,
  10.566416713891773,
  6.464614763650617,
  21.65629559117532,
  29.746586480964048,
  21.230352918924602,
  29.736975119024596,
  5.512382549710144,
  23.784636581885103,
  45.068729816674804,
  89.65206320696586,
  15.96717511379892,
  8.609358356914937,
  10.02901238283918,
  10.007396861164157,
  18.127329421921498,
  25.22298965168512,
  61.472678949511554,
  11.347247692379824,
  40.108649543511376,
  26.674991986879604,
  97.59950532015515,
  21.873245117746755,
  24.043687331435873,
  84.01750264810231,
  25.222183459636412,
  26.805711948346005,
  22.319324503291856,
  21.33556197916972,
  11.979453994636293,
  5.657587908443028,
  71.94202640486095,
  8.02022341029627,
  7.3297341365266115,
  30.689736233997518,
  5.239198532037705,
  13.638323193705494,
  25.987120769397066,
  14.029506637267204,
  10.506915260607357,
  8.132337207180246,
  6.708393345515582,
  8.763967210644116,
  17.518175291969808,
  7.7274264323975554,
  105.41766816547627,
  34.140252025270705,
  108.30202630226245,
  73.12260565998923,
  37.48881827775337,
  22.973869615075756,
  80.78879220378026,
  63.3136612711566,
  22.229233538510634,
  6.395351858507695,
  9.865084548365608,
  8.368878285316303,
  12.120484433285558,
  57.534508884052784,
  14.013069679495915,
  29.648763375991457,
  10.354280125136537,
  68.56309099834064,
  94.89806009671129,
  26.58969660939667,
  26.64631455553811,
  16.33589866990115,
  24.5227109518054,
  5.795097934945995,
  25.777932556973482,
  12.647785220145769,
  71.20444765069351,
  72.30053847234248,
  53.1598983649957,
  12.137531228027996,
  9.492704403876505,
  8.133108434408294,
  32.552820766584645,
  5.466908445678221,
  17.504423863063863,
  77.88350389581034,
  20.07902529512781,
  22.403670849319397,
  16.12832884086008,
  12.480682807561866,
  22.87572938409319,
  11.846567216244111,
  14.722426439044003,
  29.01840784984246,
  33.03130242825692,
  28.588416664004626,
  5.028249174426766,
  11.06593731792596,
  21.723107850656433,
  80.84296132117501,
  43.07337898025631,
  29.865100527127407,
  6.858498969898088,
  7.765326046450331,
  20.227355355383295,
  38.53335687433381,
  6.194245445005718,
  45.013748170428464,
  28.35411485576969,
  30.858608638273772,
  81.37890753269599,
  30.52082601820537,
  15.571385693195715,
  21.664000413016677,
  31.59635965856132,
  21.322821474951247,
  59.02207311962569,
  22.76324062151568,
  75.22608196241826,
  53.848030010869834,
  6.260296741423144,
  9.129797130045064,
  66.78112973287097,
  24.546883237736306,
  82.67340793023675,
  78.01416178550242,
  124.53925727165472,
  7.139634386821277,
  45.39763670467108,
  37.49977737306111,
  32.16854015724767,
  5.531118608638678,
  28.0378926344423,
  67.66360108703006,
  89.49994686441696,
  71.61960498665302,
  19.917992980340415,
  133.46946447727566,
  78.50329029264938,
  46.62688604427893,
  66.71838980921888,
  21.009862605182033,
  77.91868466631496,
  31.084953139063412,
  12.202327633820703,
  18.57967738412565,
  11.814055168895901,
  8.827841486433625,
  18.74311190545324,
  64.05148618613907,
  7.810412833235801,
  5.732249005851719,
  205.25882452825326,
  20.954960725858335,
  29.441887031632188,
  70.8649996778758,
  5.795945641521517,
  11.033236890583758,
  61.906235046629,
  41.41083073663149,
  39.94123359244193,
  7.086738489091687,
  10.29078800158311,
  72.69915979059485,
  18.70383116430903,
  17.408932293716045,
  21.95431002555001,
  115.40266111586288,
  63.91055979248477,
  24.969340662453867,
  74.57117860099407,
  17.92780647985061,
  9.864130774608423,
  24.340370177728673,
  73.06009980231997,
  56.129070900344864,
  44.36042540703261,
  80.5293872457102,
  30.66267571871318,
  15.491748346567725,
  44.53836072367497,
  60.456467571954846,
  164.3084992075836,
  70.21404996448653,
  18.74102764825193,
  59.08844173823442,
  20.490765734165873,
  21.651561172613434,
  49.24120208664574,
  6.4926610235708475,
  8.532370311055939,
  8.591254802771056,
  127.33006494548617,
  28.26958851467208,
  58.71167664620459,
  11.516938778478073,
  18.46461584849234,
  82.95222972353284,
  8.321558586536229,
  21.8928103109814,
  8.62265757683642,
  20.9679857998253,
  26.96118662558012,
  80.60702170881802,
  57.137955415213575,
  18.244565608772202,
  5.880600707680547,
  19.544282592507702,
  10.741074876269504,
  92.4869153039579,
  16.28482704777522,
  5.177020541228283,
  11.450708794884239,
  84.79350843568399,
  58.640352179946305,
  14.813146773479595,
  17.207377096930163,
  124.67778007557105,
  7.681063846111747,
  6.727168471149747,
  40.607518959077595,
  26.009837170907552,
  7.2602734900815316,
  12.543159222148706,
  53.0525187137924,
  31.491370968672847,
  31.305143424825744,
  13.97118410037012,
  55.6036608950149,
  88.41722812015108,
  54.88671344304951,
  14.88254821922175,
  108.4356464297122,
  120.9094773157008,
  5.344944473580567,
  12.757093724687545,
  84.6732941134612,
  29.46187737211425,
  124.56498946708192,
  68.39888893172761,
  7.448225668649334,
  133.0471770119602,
  83.5188611086447,
  5.091966318081704,
  15.117833503187443,
  35.62268692773432,
  8.217836368307438,
  100.78722193178149,
  67.19735187864194,
  36.890666251134924,
  5.421529217036989,
  19.18789463131273,
  60.8018732705403,
  26.406707518655637,
  13.468414476497768,
  141.71946754469337,
  7.827364741535352,
  6.543633967126577,
  7.8535073918573675,
  60.65159143227817,
  66.37971856607216,
  92.42968505310958,
  11.73296441008201,
  8.034820451527436,
  16.400238534192397,
  17.581882142595667,
  29.546207746886743,
  14.297062628653176,
  42.44568763510931,
  87.6428574691621,
  28.77992741557975,
  22.605195049245246,
  21.74487493533473,
  84.17665152452275,
  17.046561607150537,
  74.01600128212351,
  19.092245127939414,
  17.448739671450674,
  15.329902241472608,
  17.92346839571301,
  26.89032743650225,
  31.225506509384097,
  22.26160226720307,
  73.43496600818257,
  7.877249425940126,
  6.359338719339919,
  42.2213801097056,
  26.111969471369548,
  134.37964250541864,
  5.741374410281538,
  10.258494543673379,
  97.83450243334002,
  25.27539806366637,
  22.15095009166223,
  21.788649307486708,
  19.968174385467606,
  41.595084703624764,
  87.74217959680479,
  80.52415685620241,
  6.368013850640393,
  78.22922912980961,
  29.0970502981368,
  23.81268386145007,
  19.19779020666808,
  25.949912826691296,
  108.6472593450177,
  32.969459523211356,
  125.47053368026526,
  42.16275809645314,
  43.46149906196222,
  36.21594830810212,
  19.07535768701411,
  31.808174535897116,
  58.600465471525254,
  28.68303949670675,
  102.46072448883947,
  5.916640749607756,
  10.103332046270713,
  6.520544719078517,
  5.33864803045928,
  102.77005848222322,
  8.023008286088288,
  80.09856774140363,
  36.45355261878,
  43.529218666237504,
  11.455988887185402,
  70.58044904057778,
  10.066998106326624,
  6.797058214792679,
  97.48841223933226,
  17.080217154529215,
  21.622108178524122,
  10.027955213601853,
  9.777110572064007,
  5.9303543629254385,
  96.93151307223634,
  39.890624418722055,
  127.05076315408363,
  27.625700637243398,
  52.88562254190476,
  7.0098896156275465,
  38.07962409357613,
  56.276684968081994,
  12.92754711044697,
  76.34580940894323,
  23.695696936420525,
  95.30867395499739,
  12.411707975802189,
  7.9253209418857296,
  27.228283269127534,
  49.40304564068482,
  238.59695704202167,
  36.85592920466344,
  32.41482048936513,
  7.977492484340353,
  88.80426248910109,
  25.452986801374923,
  23.02998604716692,
  25.897202030547575,
  43.662478517654044,
  22.59529043005187,
  13.328234029673036,
  93.8224843715754,
  22.647793882305823,
  7.368178168077266,
  38.04979967550918,
  8.741498051274998,
  27.10981177951202,
  83.68743061235055,
  22.6575452568041,
  52.2144599344948,
  83.33601887650818,
  18.451281707425984,
  7.176371041062263,
  70.03394517977647,
  18.64703695347543,
  14.671855178918184,
  55.268617540670405,
  56.72809356074947,
  60.27314824333113,
  8.568518033752587,
  8.815461044592908,
  75.16218703260323,
  64.32473378823886,
  21.7459666136907,
  17.961373506267094,
  6.484556950681554,
  9.221530182529127,
  18.023113199154434,
  10.228768688091481,
  43.55051186999115,
  80.37517359945029,
  10.123313353260016,
  88.70441987526975,
  44.360708981932646,
  37.817629464794074,
  62.764216760390006,
  38.54347721552945,
  12.339017725833436,
  73.6778463637224,
  20.101958833558214,
  22.181598775350285,
  24.12253922642535,
  16.57870840362307,
  52.58497104798966,
  88.08952090352798,
  21.77461364386734,
  33.12181697146752,
  46.24120682882672,
  43.02491810832011,
  91.61375662251618,
  16.963288774437174,
  60.10852331700617,
  16.121022284673252,
  14.738108623797318,
  102.91433645307687,
  6.2003244927896555,
  11.403975715973319,
  111.59902347481373,
  6.963130860961206,
  81.21134409314075,
  50.616743526044075,
  78.68588630102283,
  7.589565154589705,
  11.598674258836642,
  101.52322248075404,
  21.632436648370323,
  21.843388036365965,
  61.457366032744474,
  26.597763010200538,
  15.099481957607228,
  5.478315326925045,
  5.304136718871596,
  91.193319775944,
  101.75975697961424,
  103.05467234387315,
  29.78288791779196,
  227.7309578677602,
  5.563690940362032,
  6.832092764301618,
  62.35585357534636,
  33.52173325039954,
  16.08667434835826,
  41.55917256840296,
  5.151345052052869,
  13.302035255431976,
  7.027703346158013,
  18.25253007807683,
  18.107405053566783,
  102.62081589040507,
  9.643495701514267,
  32.711018821526466,
  100.08493188869113,
  81.4806143186795,
  9.622814141825646,
  27.7748461517426,
  77.38312328345117,
  26.15358211696431,
  16.960686105628078,
  14.32917285164443,
  17.295705774837945,
  9.672290153742246,
  54.289576201341774,
  5.662633715057234,
  9.236030138019235,
  35.36758403341545,
  48.116312890140904,
  37.58374172171011,
  39.55934540900869,
  12.921221489412112,
  13.64431735514131,
  37.15650006266445,
  26.84425685294057,
  7.162955406917553,
  23.977014065126117,
  33.767426173562875,
  57.64550031646386,
  75.74027749515125,
  31.57846001514023,
  50.29654080336826,
  73.5958353470851,
  42.41605285894043,
  24.510706971008823,
  18.333041567230126,
  82.7325586317512,
  71.805360165548,
  42.42711284080234,
  8.241051226656207,
  42.645551171982426,
  156.56151397239498,
  51.44394523750367,
  18.477894084081846,
  7.437672012780953,
  22.10674107069974,
  51.44274860285962,
  23.568548234989077,
  48.30166007628459,
  10.779229617354282,
  124.2236499127978,
  18.253192050515203,
  53.9887194412418,
  43.88059859928292,
  5.290722665185132,
  100.95768580773665,
  21.916187162088594,
  121.95340057442363,
  31.223651527654567,
  7.468085770080805,
  51.372121766213155,
  28.413678958112936,
  15.707173375173797,
  5.378871287997261,
  11.705542068762682,
  60.72421945702102,
  55.104298011210226,
  11.556284422491734,
  53.24503459985929,
  18.47313537198565,
  18.420537254865266,
  30.51950737039417,
  73.59161168711667,
  11.526943408305565,
  5.211031803809808,
  16.35353884204462,
  18.29241856530366,
  13.160955563236334,
  98.1516307720441,
  42.73951653785431,
  25.058458777189212,
  11.029841662480063,
  21.219527863540378,
  23.995390391011135,
  19.044586632229702,
  136.9560581855223,
  48.34587284992469,
  58.3022375985182,
  87.67574174026089,
  114.41365376299753,
  61.069941211559225,
  5.16360245438372,
  104.30513715133337,
  38.62466969283928,
  66.69784857027724,
  26.538255814044668,
  7.369336078428205,
  7.651927547152739,
  14.400626698528633,
  24.61025985243146,
  111.42636810035256,
  66.51287759998499,
  75.1975097193614,
  27.323622275213687,
  26.092241284914,
  5.208945037794667,
  34.28986758148297,
  21.250412635445514,
  10.25050685114939,
  9.10461258656633,
  6.470110722584441,
  39.73406398254583,
  84.82579893289599,
  48.79132939576543,
  ...])

Energy spectrum

caption, xmean,count, xle, Etot = energy_spectrum(E_tot)
hist_file(E_hist, xmean, count, caption);

([5714731.875068909,
  5757839.897426929,
  5965559.486336796,
  6162225.9879178135,
  6164551.809402447,
  6166516.965893549,
  6168097.033192592,
  6230365.442578656,
  6249387.5,
  6314445.3125,
  6346601.04189916,
  6407082.8125,
  6469979.345036221,
  6696412.5,
  6942782.31473312,
  8832095.3125,
  8960077.368227122,
  9622639.0625,
  9626902.334862266,
  9631307.8125,
  9680312.5,
  9694093.353228083,
  9764715.813766057,
  9772247.49981796,
  9774860.712982029,
  9777544.722929608,
  9796146.501553487,
  9797877.31583935,
  9799459.56734288,
  9799790.29428793,
  9800493.75,
  9810595.3125,
  9858151.829106681,
  9858776.26110834,
  9869230.331603441,
  9881939.0625,
  9886850.0,
  9888211.622635432,
  9891447.923019206,
  9896501.224363312,
  9896770.3125,
  9897679.6875,
  9935690.625,
  9948750.342859859,
  9948869.272026334,
  9950402.6081502,
  9988169.9679458,
  10006834.631764455,
  10012396.55738127,
  10033063.970314583,
  10042361.819677671,
  10045128.366891515,
  10053950.708045516,
  10069157.8125,
  10069326.192101443,
  10080685.580807447,
  10091896.214868639,
  10093471.815133946,
  10098754.896225076,
  10101156.560781296,
  10103557.73171373,
  10103709.306366492,
  10113211.639145397,
  10118031.25,
  10119041.44421543,
  10122073.361226447,
  10122173.44336718,
  10123017.1875,
  10123148.077811224,
  10124830.655289588,
  10125535.527069444,
  10125621.875,
  10126906.25,
  10140255.58594716,
  10144222.744311092,
  10145484.105290305,
  10145502.091740888,
  10159931.259046033,
  10161098.4375,
  10163272.912229113,
  10163478.937161092,
  10164459.375,
  10165095.991611097,
  10167944.990297103,
  10169567.1875,
  10170780.507200178,
  10178128.125,
  10178484.837489452,
  10178749.947838265,
  10179038.487521533,
  10179273.4375,
  10179543.549043102,
  10180029.938528754,
  10180549.85245185,
  10181270.178236483,
  10181334.375,
  10181514.0625,
  10181696.702168914,
  10182128.502904389,
  10182325.173776956,
  10182662.289111547,
  10183252.648822382,
  10183565.602168368,
  10188231.25,
  10207085.798759744,
  10215862.5,
  10249634.980290322,
  10252293.75,
  10254048.4375,
  10255100.0,
  10255567.103581723,
  10255664.093948217,
  10256728.125,
  10265317.404737588,
  10268764.191086676,
  10272625.24543602,
  10274055.457621332,
  10276546.618251057,
  10279374.27109037,
  10279628.125,
  10280242.422826195,
  10281701.975226467,
  10282689.55972953,
  10283844.826998923,
  10284129.6875,
  10292126.518677246,
  10294759.375,
  10306006.25,
  10306291.78573391,
  10306612.91333777,
  10307390.6429372,
  10307554.6875,
  10329785.380433315,
  10339719.832775248,
  10354399.845007094,
  10355118.75,
  10355354.6875,
  10355998.4375,
  10357954.6875,
  10358319.372548444,
  10362097.826046394,
  10366419.979467342,
  10382353.770715494,
  10382544.328086957,
  10386366.062854443,
  10387551.23297807,
  10389239.0625,
  10390734.375,
  10399709.736813225,
  10400951.370529994,
  10401167.0755572,
  10401198.12512909,
  10403449.999378981,
  10403673.57086109,
  10404596.875,
  10405690.394178128,
  10405716.8437875,
  10408259.168968273,
  10408370.88117398,
  10411351.5625,
  10420202.763388813,
  10424629.216020834,
  10424943.765158458,
  10425000.001247643,
  10431842.1875,
  10431866.106400575,
  10433481.009906376,
  10433703.017990489,
  10433817.1875,
  10434078.125,
  10434233.607748104,
  10434312.5,
  10434428.01485141,
  10434642.65708053,
  10434905.309071247,
  10434971.875,
  10434975.883712007,
  10434984.375,
  10435067.902731186,
  10435092.1875,
  10435130.386371933,
  10435187.2890998,
  10435207.509852657,
  10435351.81052576,
  10435463.369767489,
  10435470.58161561,
  10435487.817163078,
  10435660.168533184,
  10435695.106422747,
  10435709.46089136,
  10435881.25,
  10436087.784770992,
  10436360.591734583,
  10436400.090418173,
  10436747.203995606,
  10436869.953209871,
  10437892.887950135,
  10438752.318821408,
  10438841.761643516,
  10439361.830604233,
  10450256.704574617,
  10451144.600210361,
  10451241.108585015,
  10451529.257382061,
  10451587.481209116,
  10452321.875,
  10452589.920916224,
  10452626.336289968,
  10452950.0,
  10454085.313741717,
  10454369.639940396,
  10454418.27890689,
  10454500.775282584,
  10454534.375,
  10455202.582828676,
  10455400.0,
  10456037.59534268,
  10456045.601632666,
  10456525.0,
  10459485.945267787,
  10459809.375,
  10461068.111032898,
  10461069.761585433,
  10461359.135892969,
  10466754.601828022,
  10468897.269223798,
  10469081.334814776,
  10469218.484602276,
  10469251.5625,
  10469996.875,
  10470019.709751967,
  10470076.009320617,
  10470311.9714744,
  10470787.905202746,
  10471601.443731923,
  10473217.1875,
  10474046.875,
  10474517.461218089,
  10474548.90168653,
  10476743.75,
  10476821.659018302,
  10477046.875,
  10477155.232044475,
  10477246.875,
  10477802.36203572,
  10477880.881133966,
  10478208.437024513,
  10479843.355505167,
  10480926.020426685,
  10481566.426749378,
  10481704.391076682,
  10481976.5625,
  10482095.3125,
  10483602.790685577,
  10485030.50805483,
  10485632.603229951,
  10491848.346962322,
  10492357.8125,
  10492364.641350405,
  10492602.167002596,
  10493133.294335097,
  10493210.035417436,
  10493240.625,
  10493249.18005508,
  10493580.743672283,
  10493693.75,
  10494017.1875,
  10494057.229210224,
  10494176.5625,
  10494257.8125,
  10494268.189656869,
  10494299.190046843,
  10494632.802989263,
  10494707.337566933,
  10494900.26319706,
  10496596.297915867,
  10496938.893872177,
  10497082.754104631,
  10497595.3125,
  10497938.72459836,
  10499125.0,
  10499698.4375,
  10500257.292261224,
  10500271.435416168,
  10500863.611785347,
  10501098.512194086,
  10501199.960235663,
  10501243.669925043,
  10501420.523295613,
  10502061.277950292,
  10502795.459700176,
  10509175.0,
  10509529.965495432,
  10509551.475355873,
  10509555.223657353,
  10510168.901628384,
  10510444.081360186,
  10510591.680872587,
  10510688.870807257,
  10510808.685937766,
  10510957.451157084,
  10511011.392107194,
  10511027.836982409,
  10511214.058795359,
  10511548.4375,
  10511617.177469209,
  10511764.457503324,
  10511778.125,
  10511903.124016434,
  10511920.3125,
  10511942.50590176,
  10511961.043501444,
  10511968.108234277,
  10512027.669176089,
  10512132.357733103,
  10512149.879557556,
  10512167.574554762,
  10512323.4375,
  10512494.568989186,
  10512645.534938669,
  10512645.641191114,
  10512646.875,
  10512647.428389348,
  10512653.734001203,
  10512886.941550998,
  10513174.641435236,
  10513259.375,
  10513312.07044675,
  10513313.696551476,
  10513330.225784658,
  10513404.394131886,
  10513446.203455519,
  10513528.086402763,
  10513542.1875,
  10513686.487672728,
  10513749.813508619,
  10513861.511521406,
  10513865.625,
  10514087.218953561,
  10514116.667547764,
  10514146.238697495,
  10514206.22211634,
  10514219.848241357,
  10514241.582860434,
  10514298.1676889,
  10514401.5625,
  10514639.841601338,
  10514720.3125,
  10514750.025612958,
  10514821.601684669,
  10514831.25,
  10515055.480353212,
  10515297.23188939,
  10515324.889012268,
  10515875.0,
  10516190.981729042,
  10516205.57942757,
  10516457.58279562,
  10516601.05000298,
  10517031.353665905,
  10517267.964861682,
  10517490.277338654,
  10517893.087072082,
  10518577.484931817,
  10520275.0,
  10520406.053706197,
  10520581.778247656,
  10521939.629855953,
  10526589.716773441,
  10528650.0,
  10529621.875,
  10529729.866581567,
  10530083.692019511,
  10530207.623364648,
  10530496.115975391,
  10530850.425926723,
  10530905.90745906,
  10530971.326770782,
  10531591.772263784,
  10531594.130723862,
  10532778.899824083,
  10532809.16207754,
  10533271.18795658,
  10533765.001730412,
  10534992.375676177,
  10535440.003319804,
  10536099.543006165,
  10536174.452675251,
  10536511.817940451,
  10536856.25,
  10537086.08526732,
  10537226.406631062,
  10537243.500667743,
  10537792.328184554,
  10538187.5,
  10538445.195321865,
  10539312.5,
  10540859.520983787,
  10541129.245034913,
  10541812.887458123,
  10542069.507667186,
  10542080.653139714,
  10542840.434928078,
  10547760.429950798,
  10548265.631408393,
  10549006.25,
  10549015.31964911,
  10549173.923640216,
  10549203.125,
  10549312.903554335,
  10549549.549610725,
  10549952.12575383,
  10549980.69533375,
  10550250.59315722,
  10550364.916972822,
  10550367.1875,
  10550669.765983433,
  10550703.747572364,
  10551040.545106098,
  10551094.773761434,
  10551196.076719195,
  10551250.0,
  10551350.0,
  10551389.096171074,
  10551443.991297908,
  10551565.030014621,
  10551590.625,
  10551625.298729219,
  10551654.867341897,
  10551702.91961157,
  10552614.0625,
  10552732.381798564,
  10552826.526093176,
  10552863.38556727,
  10552939.657899605,
  10552980.555195922,
  10553051.5625,
  10553146.270983197,
  10553224.301003145,
  10553231.111998193,
  10553237.525741586,
  10553367.281701393,
  10553410.398005214,
  10553421.80681892,
  10553448.046051571,
  10553459.23010319,
  10553479.203705415,
  10553499.68969842,
  10553794.785751179,
  10554104.6875,
  10554362.066022836,
  10554391.890148886,
  10554425.981718464,
  10554618.565730285,
  10554700.245365143,
  10554984.939275166,
  10555141.348925665,
  10555142.891668526,
  10555681.892752111,
  10555684.304334197,
  10556465.657289313,
  10556932.94855717,
  10557482.8125,
  10557596.923805289,
  10557662.5,
  10559999.948952975,
  10560473.16009275,
  10562422.67825028,
  10566710.211995441,
  10568356.156645585,
  10568530.829019684,
  10568541.67156118,
  10569944.234195147,
  10571146.073650531,
  10571175.0,
  10571318.209903268,
  10576513.23720909,
  10577684.146660518,
  10578868.53612468,
  10581962.110193351,
  10583812.356993606,
  10590332.550712612,
  10591769.875379939,
  10595268.446478354,
  10600843.467525875,
  10603439.867915,
  10619866.168876113,
  10620523.768288739,
  10621309.375,
  10621350.0,
  10623609.375,
  10623876.622628076,
  10624573.390979571,
  10627330.886646388,
  10628109.604415342,
  10628131.920949705,
  10634059.14740428,
  10653043.138698213,
  10654370.882734608,
  10656007.964955933,
  10665298.99164206,
  10665338.563313097,
  10670420.045541747,
  10672689.323988114,
  10672863.50409158,
  10673609.284230076,
  10674284.135269329,
  10674540.892400414,
  10706385.834762942,
  10708726.885823032,
  10708738.820623524,
  10718504.42900048,
  10719173.345304757,
  10719738.294637987,
  10721632.365423448,
  10723268.75,
  10723876.5625,
  10724231.812425444,
  10727050.184795909,
  10730595.010557361,
  10736468.75,
  10736526.681754127,
  10739931.791538436,
  10739998.4375,
  10740210.283012671,
  10740232.399179967,
  10741346.61478689,
  10741814.784295164,
  10741968.030475376,
  10742276.978383405,
  10742448.378808552,
  10743105.567317309,
  10745947.703877743,
  10748364.133774912,
  10748427.320921076,
  10749149.96011907,
  10749504.994865442,
  10749887.5,
  10751685.9375,
  10753025.0,
  10753122.332892247,
  10755320.739466092,
  10756988.425508453,
  10757159.375,
  10757240.024905799,
  10757426.5625,
  10757501.55380869,
  10757705.588272085,
  10757826.5625,
  10758185.9375,
  10758281.77571804,
  10758318.266962964,
  10764118.75,
  10766354.170259247,
  10770408.600906612,
  10771762.11854917,
  10771765.625,
  10776070.3125,
  10779828.070177842,
  10782102.876541859,
  10793192.1875,
  10793280.061664583,
  10800109.6952366,
  10804083.651767334,
  10806484.61610326,
  10807564.131221497,
  10808773.4375,
  10812226.55409573,
  10818396.106348269,
  10818914.02200903,
  10819287.154587043,
  10819777.930347582,
  10822339.0625,
  10824717.1875,
  10835377.451141525,
  10837192.386588516,
  10845378.125,
  10845734.375,
  10846128.125,
  10846210.38765374,
  10846339.0625,
  10846641.785014272,
  10846903.718583733,
  10847135.085703814,
  10847176.961300593,
  10847444.65019214,
  10847667.921705564,
  10847821.875,
  10848072.413649106,
  10848337.893218748,
  10848515.662275111,
  10848672.881807195,
  10848673.4375,
  10849382.051906794,
  10850752.878248997,
  10850753.063708495,
  10851245.3125,
  10853225.734125625,
  10856325.44840218,
  10859106.116278578,
  10859682.201807592,
  10860014.0625,
  10860042.916105837,
  10860047.400169676,
  10860785.670181483,
  10861068.322137289,
  10861539.0625,
  10861802.914765317,
  10861963.239426412,
  10862184.986342248,
  10862552.131813722,
  10863343.913631607,
  10863742.619885586,
  10863893.75,
  10864096.100048847,
  10864135.9375,
  10864267.1875,
  10864304.82474099,
  10864346.363810807,
  10864400.0,
  10864594.699031435,
  10864712.232599609,
  10864790.653626647,
  10864801.5625,
  10864808.76828625,
  10864810.992669597,
  10864813.264892785,
  10864878.160439206,
  10864956.687571103,
  10864980.22239334,
  10865034.187252875,
  10865159.36196967,
  10865208.139657494,
  10865291.326017749,
  10865299.13133191,
  10865312.5,
  10865331.315569412,
  10865365.713238724,
  10865384.960701486,
  10865418.274278067,
  10865496.790669957,
  10865534.900769895,
  10865560.327422563,
  10865608.473287664,
  10865614.92403632,
  10865622.717105867,
  10865690.362712825,
  10865694.704935052,
  10865711.250312207,
  10865716.118670205,
  10865720.509764554,
  10865764.741843207,
  10865765.625,
  10865834.340909934,
  10865879.685496032,
  10865884.375,
  10865912.710170979,
  10865937.315217422,
  10865953.125,
  10865992.045922076,
  10866006.753028125,
  10866025.749376917,
  10866025.927458094,
  10866038.943288913,
  10866063.605966449,
  10866084.094785297,
  10866169.644509017,
  10866175.0,
  10866185.9375,
  10866189.046944354,
  10866191.088966012,
  10866209.043084534,
  10866250.087950202,
  10866261.778223349,
  10866262.5,
  10866285.9375,
  10866385.9375,
  10866398.384798573,
  10866446.425065277,
  10866466.482170887,
  10866475.98500535,
  10866509.042425908,
  10866514.108004125,
  10866525.186318003,
  10866532.680207722,
  10866595.3125,
  10866612.777872046,
  10866662.5,
  10866703.715267122,
  10866727.801681275,
  10866730.220598752,
  10866790.624383837,
  10866801.113672312,
  10866910.09930944,
  10866930.2673939,
  10866983.16395913,
  10867177.205220852,
  10867239.0625,
  10867264.0625,
  10867285.9375,
  10867421.005771343,
  10867441.679017123,
  10867450.336437857,
  10867620.867142638,
  10867620.977033595,
  10867621.694982633,
  10867642.1875,
  10867687.5,
  10867694.594335204,
  10867723.245582687,
  10867729.212374194,
  10867767.618800709,
  10867772.916332839,
  10867779.6875,
  10867798.379189942,
  10867836.102231564,
  10867837.598299379,
  10867838.497380722,
  10867878.036572438,
  10867890.625,
  10867903.058676954,
  10867951.5625,
  10867958.511474712,
  10867964.758571481,
  10867993.75,
  10868017.5699137,
  10868017.69781414,
  10868023.968017086,
  10868025.924784716,
  10868076.759665996,
  10868102.690168561,
  10868104.251011092,
  10868124.529125664,
  10868175.894720832,
  10868178.125,
  10868194.650297783,
  10868218.75,
  10868235.133355413,
  10868245.3125,
  10868255.577175625,
  10868259.382685458,
  10868260.171868559,
  10868281.545413002,
  10868289.144320585,
  10868293.75,
  10868305.073046094,
  10868314.0625,
  10868320.3125,
  10868329.6875,
  10868375.780375477,
  10868384.539720695,
  10868393.75,
  10868403.125,
  10868409.375,
  10868421.609828645,
  10868422.665725697,
  10868433.022638842,
  10868437.404152466,
  10868444.263143456,
  10868444.778453998,
  10868464.605341155,
  10868478.125,
  10868482.8125,
  10868506.450340535,
  10868528.125,
  10868544.508284483,
  10868586.103267353,
  10868591.832912955,
  10868600.466947086,
  10868626.075335918,
  10868628.847962877,
  10868631.733935555,
  10868635.83297624,
  10868638.140830172,
  10868669.580629556,
  10868671.556199716,
  10868671.827882973,
  10868685.9375,
  10868687.057889586,
  10868698.4375,
  10868703.111473093,
  10868711.847747706,
  10868718.75,
  10868740.76299962,
  10868752.421283033,
  10868763.190848846,
  10868774.248095224,
  10868779.216887023,
  10868791.449278763,
  10868806.656511128,
  10868810.9375,
  10868821.875,
  10868841.553400755,
  10868851.5625,
  10868862.32252008,
  10868864.504680412,
  10868869.516043283,
  10868870.3125,
  10868874.130548758,
  10868876.063298704,
  10868894.280101756,
  10868905.858453369,
  10868908.674707057,
  10868948.789476186,
  10868950.771421604,
  10868956.174181562,
  10868962.5,
  10868982.421811044,
  10868990.625,
  10869019.904123476,
  10869023.72159887,
  10869033.017382436,
  10869034.375,
  10869036.657955093,
  10869038.98990725,
  10869046.773913918,
  10869046.875,
  10869048.4375,
  10869050.497635767,
  10869058.69453314,
  10869065.336629948,
  10869065.625,
  10869106.942142861,
  10869110.099302907,
  10869114.046314174,
  10869120.179635812,
  10869120.938960135,
  10869127.462148575,
  10869134.375,
  10869139.599990658,
  10869149.245892644,
  10869181.480653303,
  10869189.0625,
  10869201.5625,
  10869218.75,
  10869232.8125,
  10869235.032658234,
  10869236.057901453,
  10869240.361739727,
  10869241.753855862,
  10869243.478559745,
  10869244.122095043,
  10869247.035620574,
  10869248.4375,
  10869249.905171834,
  10869266.182662938,
  10869290.625,
  10869294.854374066,
  10869302.309432132,
  10869306.69550559,
  10869323.4375,
  10869326.280720145,
  10869331.195591899,
  10869335.037505168,
  10869338.514204724,
  10869340.794839267,
  10869346.875,
  10869352.486420278,
  10869356.25,
  10869367.181151502,
  10869368.459185263,
  10869384.337038597,
  10869387.781770058,
  10869389.0625,
  10869390.138855292,
  10869402.850017695,
  10869412.734867819,
  10869422.815742237,
  10869425.040837634,
  10869430.067475319,
  10869431.666762447,
  10869434.954855299,
  10869444.112385962,
  10869445.3125,
  10869451.5625,
  10869452.59856208,
  10869459.98998045,
  10869470.646604333,
  10869471.97202267,
  10869475.912539655,
  10869483.083666312,
  10869490.625,
  10869507.200305935,
  10869508.86620951,
  10869518.380942857,
  10869522.425587883,
  10869540.378906392,
  10869549.283565467,
  10869551.909891928,
  10869557.172382303,
  10869567.1875,
  10869570.3125,
  10869572.200640172,
  10869590.58594523,
  10869595.3125,
  10869601.721335223,
  10869611.382523812,
  10869615.454501817,
  10869616.561455721,
  10869636.314895583,
  10869636.411945973,
  10869639.908620456,
  10869642.072511224,
  10869648.261419993,
  10869654.6875,
  10869668.256809305,
  10869671.875,
  10869672.949933464,
  10869673.049736189,
  10869696.195520805,
  10869704.59639451,
  10869731.405568907,
  10869740.790472124,
  10869741.916444661,
  10869757.8125,
  10869767.1875,
  10869776.650683463,
  10869782.8125,
  10869782.8125,
  10869792.065675773,
  10869801.74153946,
  10869804.080777692,
  10869804.55174921,
  10869810.9375,
  10869820.229729613,
  10869821.787905728,
  10869824.867463548,
  10869826.5625,
  10869828.125,
  10869830.383292962,
  10869830.767797085,
  10869831.140332848,
  10869839.0625,
  10869846.560601616,
  10869857.8125,
  10869865.389996601,
  10869883.999153718,
  10869900.66210275,
  10869912.5,
  10869913.21643617,
  10869918.738192296,
  10869921.439815475,
  10869924.231621366,
  10869929.6875,
  10869931.25,
  10869951.172698554,
  10869951.5625,
  10869957.806848014,
  10869964.249854391,
  10869966.665087106,
  10869972.215693401,
  10869973.4375,
  10869973.4375,
  10869976.82041454,
  10869979.6875,
  10869981.945090575,
  10869991.049798727,
  10869998.4375,
  10870004.623149533,
  10870012.741237722,
  10870015.921097891,
  10870023.764432719,
  10870027.230562255,
  10870032.25109312,
  10870035.9375,
  10870036.713661956,
  10870040.42091572,
  10870040.561473485,
  10870044.784631284,
  10870052.170654057,
  10870057.15518571,
  10870062.5,
  10870070.3125,
  10870071.875,
  10870079.337612377,
  10870090.93442524,
  10870095.3125,
  10870112.424305726,
  10870120.3125,
  10870123.42279923,
  10870123.4375,
  10870136.046732854,
  10870136.803422758,
  10870142.320143357,
  10870147.576047646,
  10870160.755452283,
  10870166.443817658,
  10870170.258120585,
  10870178.453772238,
  10870187.4362332,
  10870188.926078836,
  10870192.40291654,
  10870193.75,
  10870201.037822647,
  10870204.043055162,
  10870210.656528348,
  10870212.390815401,
  10870217.1875,
  10870224.06831438,
  10870228.121551067,
  ...],
 [6.58975347704933,
  95.4430878425435,
  16.92288630905258,
  5.376953380400336,
  76.74073416979309,
  14.159160655890028,
  90.53101954237468,
  7.538565147264243,
  91.8555118021257,
  38.79883026776727,
  5.508336567427285,
  36.840615113670864,
  9.057698010517221,
  89.83663947952677,
  90.39039052478476,
  86.5689307462479,
  8.764174581167394,
  83.6244362471743,
  73.96947292059781,
  66.06118092195004,
  54.61824710726644,
  5.514128905522913,
  9.496284181303249,
  12.268371370931773,
  9.14851160094601,
  26.875620881409038,
  70.84613292957921,
  80.00133278922614,
  25.812041003452343,
  28.64755464785991,
  99.16089693605379,
  65.4769746587519,
  9.567488986230623,
  69.12425596758482,
  26.535166616106412,
  37.51589377044692,
  56.45480697034406,
  18.406031411380226,
  49.92805962158413,
  90.23177401581518,
  62.451906272167726,
  80.25859254675638,
  66.23103824778259,
  9.639173277278205,
  5.8536425477001695,
  8.929537611096599,
  11.695096857512617,
  5.962082441058744,
  23.132556320922248,
  32.59741305268297,
  34.19193516221677,
  16.875522078613088,
  82.83422380701225,
  54.508404012063934,
  22.891305399025597,
  10.612471600277583,
  20.031763878182627,
  37.400999126183564,
  9.514356276057747,
  9.608778748708405,
  11.003737681821214,
  11.022096481875717,
  18.51766959978905,
  60.65766842492236,
  10.135622455679322,
  6.080203191832532,
  8.289682427267214,
  93.2674266886144,
  13.72748570426058,
  30.870563541548925,
  8.080839027505947,
  56.090151757636626,
  31.57274965088172,
  96.74221053036894,
  41.32546400013389,
  30.190046775860758,
  7.267887842520689,
  9.339063836864456,
  49.976410854114675,
  5.894930895895799,
  19.313142166389696,
  56.266845006755375,
  5.566973422742444,
  23.471213842485763,
  31.23028939708911,
  19.370671209107904,
  39.792974312172454,
  17.05573006502845,
  9.287683526095751,
  25.921840791970144,
  59.43126724003632,
  9.167072952333704,
  15.993197699324467,
  33.62083223581169,
  38.50430524995558,
  52.22561005383319,
  42.584320716380695,
  10.867895502901519,
  77.0029196808506,
  6.798702883309314,
  86.62787666178994,
  13.391766908103905,
  5.937419672756054,
  62.38172796365832,
  49.054170093407286,
  61.94476673729979,
  12.226951570356844,
  79.11232986943735,
  129.79629394913536,
  53.131082445268625,
  75.67395385513862,
  23.371524110436958,
  33.49835477018298,
  17.147028338651104,
  9.442549807667735,
  81.4474119202502,
  8.74064311773153,
  14.045576471007136,
  6.942177260622681,
  28.77194561680218,
  15.921333539195338,
  9.706600310003353,
  9.790479689479584,
  46.76722328397939,
  62.92505318123164,
  16.094569158345188,
  30.852434935013875,
  75.06667041227458,
  66.60314626527514,
  44.90840642786216,
  8.296085648851575,
  115.63187008491607,
  6.982330598093639,
  21.69776944531608,
  35.45798268033149,
  106.47661720762771,
  109.07135617034172,
  37.66829008822494,
  48.06436525176315,
  5.861525724294083,
  23.422644568855702,
  72.69579899407154,
  18.14645636280027,
  17.722758046712656,
  11.888800523016318,
  5.911213454860845,
  151.48573525106656,
  89.48221207170971,
  121.76580358449698,
  51.616179779027526,
  78.35959357023256,
  75.85165679420356,
  6.486993884873838,
  47.40120392338513,
  73.95753696048146,
  10.78511744412216,
  10.62984653605081,
  14.210354104996771,
  113.12735163693858,
  92.37206938075164,
  22.994403665129077,
  21.782408380118856,
  23.432469247043258,
  7.603688996346006,
  81.86604799781225,
  7.254020780553195,
  35.3897313507101,
  14.548744891017497,
  69.84771489465865,
  93.21251148514693,
  19.185671107984955,
  36.00434645593506,
  14.537662055811108,
  7.782390863853001,
  9.918780230217308,
  39.69801011044178,
  7.957523974273878,
  68.3885537595288,
  58.57832694486889,
  38.80737448166163,
  18.498792163240086,
  10.813316705876485,
  23.71698431145516,
  59.768624542994516,
  19.76423056468621,
  51.4413616328944,
  55.381005449542386,
  7.346935646262424,
  86.6759666140861,
  15.279315033004863,
  50.771456371087154,
  9.584388523497177,
  69.91107390221686,
  11.272039831946278,
  16.363643261534122,
  10.60900603136652,
  79.07130435576447,
  121.39313313972636,
  8.073523464719655,
  29.77861588397896,
  17.012482659848427,
  8.79392873132889,
  5.176779079920446,
  94.98037996814402,
  69.9838283475185,
  36.19346737513119,
  19.673207213722364,
  5.919944946461908,
  66.59266258050465,
  12.999416423984803,
  7.376841991770182,
  51.76666687427109,
  19.037958393384475,
  86.27079395993894,
  162.06302270038742,
  35.572475626452615,
  7.638089386057249,
  27.406991200717286,
  54.105929353451195,
  11.139870099545787,
  38.52932002444779,
  12.960906866457151,
  16.097102001938897,
  14.102266692857317,
  34.54277990081894,
  22.393054669472896,
  15.27494776535243,
  14.018024355133,
  66.66560472238916,
  44.25902447444646,
  19.354178856874555,
  34.357772826460526,
  21.213184777012895,
  11.826206729998269,
  6.468633081092048,
  100.16932118618189,
  32.63378873093336,
  5.629368504075486,
  17.065041515549268,
  84.63030267169898,
  32.4384963904508,
  51.77962618376773,
  97.88269126727269,
  96.53180549961351,
  94.72812707190164,
  90.8052703990069,
  144.2689751214342,
  5.785356472026177,
  35.152716688671745,
  10.115783601676336,
  23.79653658990193,
  88.73507630025117,
  102.84903489222849,
  5.910810749625762,
  29.67157316295119,
  24.983267292045046,
  72.22708403270568,
  44.40071083646816,
  6.8848469498756755,
  17.885122439723677,
  27.71457530201379,
  19.600743176761696,
  69.09412209047325,
  18.802082284988504,
  91.02149432748087,
  47.06500016071065,
  96.01240794881176,
  44.832966445039574,
  101.30915406178548,
  51.02455946215197,
  10.351906554951976,
  12.550401004872366,
  5.041383692112768,
  8.95970381459182,
  16.422588408457937,
  13.119774859102723,
  10.873978062810888,
  64.76735440536106,
  84.89265574949283,
  101.03122051038574,
  47.59207826449883,
  63.243355483855,
  10.40149400111499,
  22.117725659973544,
  21.99925227509232,
  101.57964852997844,
  9.298004996308922,
  14.644839154723561,
  6.520650906508098,
  16.19732223379608,
  15.533908055590123,
  57.790341068808274,
  11.591933853652701,
  6.746232738371155,
  37.67337485205448,
  5.825285306693145,
  16.375246359150424,
  44.8504803010009,
  5.198565521320179,
  100.0182259480053,
  10.606269998968788,
  18.6663214555905,
  7.047744299169289,
  60.962180939176704,
  54.650761521229136,
  6.761505649518236,
  6.130162444749395,
  93.39774189584485,
  28.5057473410818,
  75.05211641428714,
  16.31193218001868,
  11.297537204036077,
  10.253684264690982,
  19.391626374024284,
  6.675989603258721,
  6.468375126391154,
  8.50244354191262,
  71.5935971708947,
  19.365226919137466,
  15.863011351777743,
  11.683519497489222,
  92.55699199855329,
  43.37540694492961,
  23.235658467833787,
  8.899986614255429,
  52.37671323886539,
  68.55557985008741,
  5.06116749212577,
  5.787390464837815,
  123.74510937379779,
  32.86058776290285,
  19.937055727448627,
  88.27630016799667,
  30.102314477681123,
  17.555358522525502,
  20.82665887644322,
  115.64741520807226,
  107.26411000959206,
  23.99590444216731,
  21.29634855794452,
  7.388243579439331,
  133.7170492162417,
  52.78997927435174,
  17.710408540858403,
  24.144177749624433,
  56.15594378117997,
  15.422050895369757,
  40.039800488567685,
  7.128200840662381,
  13.992938264978607,
  29.203240074001712,
  7.91759294548127,
  5.212610738297175,
  8.228744441527246,
  61.05770508953867,
  16.501155767646786,
  10.21969768904091,
  82.98639281840826,
  13.291949451312885,
  11.293703855717279,
  19.053203141839493,
  13.763571763670836,
  20.008451331307757,
  20.201069280503557,
  108.40226006343198,
  7.53375165192408,
  37.411074492663204,
  68.07584013468175,
  14.0058048438515,
  63.20976472816923,
  111.03248457479992,
  15.67103899467171,
  6.385104975370365,
  31.301499576298976,
  111.20410114543881,
  24.88441871309898,
  23.222135593017068,
  13.19587028084785,
  52.44864112021313,
  29.98307145701733,
  10.085464954461614,
  77.97253675806216,
  6.184129867083956,
  10.275714048386932,
  15.710775391442153,
  20.359478271841482,
  73.49146026640096,
  21.033652931242546,
  33.39660921486666,
  37.98260475219561,
  19.234691665401996,
  14.378925956300524,
  48.72421570900498,
  8.362401712671666,
  30.65413976287294,
  14.512930574140073,
  48.53714696403002,
  77.61182862736419,
  13.486431925452163,
  5.25612041465357,
  65.77222491944093,
  84.84266111462757,
  7.535908742458326,
  8.03525331564435,
  37.52821317018698,
  50.89409158626442,
  63.77166172396241,
  6.86460326903129,
  65.06149553360679,
  11.82307420189291,
  8.977551882788108,
  9.857862661940189,
  20.964574397395413,
  12.201433398843935,
  34.19396394091242,
  58.70725113736735,
  5.152826037029642,
  12.263586153292678,
  5.201391229831154,
  13.221187761591116,
  89.10554993642776,
  77.28877518283653,
  68.08990687598855,
  15.071419900386124,
  5.722288892444753,
  15.401639917468572,
  72.31683794451212,
  16.217076038881476,
  15.674350408020917,
  25.039497652273884,
  30.277715707830122,
  70.80993034589704,
  11.0712734639382,
  26.636034295210436,
  9.891276254689018,
  7.3698889542943675,
  116.48561506335615,
  66.62902427458894,
  18.165656119479756,
  92.89995694714422,
  79.19677894471141,
  9.412346523825216,
  13.219165142714951,
  8.250848148372366,
  10.566416713891773,
  6.464614763650617,
  21.65629559117532,
  29.746586480964048,
  21.230352918924602,
  29.736975119024596,
  5.512382549710144,
  23.784636581885103,
  45.068729816674804,
  89.65206320696586,
  15.96717511379892,
  8.609358356914937,
  10.02901238283918,
  10.007396861164157,
  18.127329421921498,
  25.22298965168512,
  61.472678949511554,
  11.347247692379824,
  40.108649543511376,
  26.674991986879604,
  97.59950532015515,
  21.873245117746755,
  24.043687331435873,
  84.01750264810231,
  25.222183459636412,
  26.805711948346005,
  22.319324503291856,
  21.33556197916972,
  11.979453994636293,
  5.657587908443028,
  71.94202640486095,
  8.02022341029627,
  7.3297341365266115,
  30.689736233997518,
  5.239198532037705,
  13.638323193705494,
  25.987120769397066,
  14.029506637267204,
  10.506915260607357,
  8.132337207180246,
  6.708393345515582,
  8.763967210644116,
  17.518175291969808,
  7.7274264323975554,
  105.41766816547627,
  34.140252025270705,
  108.30202630226245,
  73.12260565998923,
  37.48881827775337,
  22.973869615075756,
  80.78879220378026,
  63.3136612711566,
  22.229233538510634,
  6.395351858507695,
  9.865084548365608,
  8.368878285316303,
  12.120484433285558,
  57.534508884052784,
  14.013069679495915,
  29.648763375991457,
  10.354280125136537,
  68.56309099834064,
  94.89806009671129,
  26.58969660939667,
  26.64631455553811,
  16.33589866990115,
  24.5227109518054,
  5.795097934945995,
  25.777932556973482,
  12.647785220145769,
  71.20444765069351,
  72.30053847234248,
  53.1598983649957,
  12.137531228027996,
  9.492704403876505,
  8.133108434408294,
  32.552820766584645,
  5.466908445678221,
  17.504423863063863,
  77.88350389581034,
  20.07902529512781,
  22.403670849319397,
  16.12832884086008,
  12.480682807561866,
  22.87572938409319,
  11.846567216244111,
  14.722426439044003,
  29.01840784984246,
  33.03130242825692,
  28.588416664004626,
  5.028249174426766,
  11.06593731792596,
  21.723107850656433,
  80.84296132117501,
  43.07337898025631,
  29.865100527127407,
  6.858498969898088,
  7.765326046450331,
  20.227355355383295,
  38.53335687433381,
  6.194245445005718,
  45.013748170428464,
  28.35411485576969,
  30.858608638273772,
  81.37890753269599,
  30.52082601820537,
  15.571385693195715,
  21.664000413016677,
  31.59635965856132,
  21.322821474951247,
  59.02207311962569,
  22.76324062151568,
  75.22608196241826,
  53.848030010869834,
  6.260296741423144,
  9.129797130045064,
  66.78112973287097,
  24.546883237736306,
  82.67340793023675,
  78.01416178550242,
  124.53925727165472,
  7.139634386821277,
  45.39763670467108,
  37.49977737306111,
  32.16854015724767,
  5.531118608638678,
  28.0378926344423,
  67.66360108703006,
  89.49994686441696,
  71.61960498665302,
  19.917992980340415,
  133.46946447727566,
  78.50329029264938,
  46.62688604427893,
  66.71838980921888,
  21.009862605182033,
  77.91868466631496,
  31.084953139063412,
  12.202327633820703,
  18.57967738412565,
  11.814055168895901,
  8.827841486433625,
  18.74311190545324,
  64.05148618613907,
  7.810412833235801,
  5.732249005851719,
  205.25882452825326,
  20.954960725858335,
  29.441887031632188,
  70.8649996778758,
  5.795945641521517,
  11.033236890583758,
  61.906235046629,
  41.41083073663149,
  39.94123359244193,
  7.086738489091687,
  10.29078800158311,
  72.69915979059485,
  18.70383116430903,
  17.408932293716045,
  21.95431002555001,
  115.40266111586288,
  63.91055979248477,
  24.969340662453867,
  74.57117860099407,
  17.92780647985061,
  9.864130774608423,
  24.340370177728673,
  73.06009980231997,
  56.129070900344864,
  44.36042540703261,
  80.5293872457102,
  30.66267571871318,
  15.491748346567725,
  44.53836072367497,
  60.456467571954846,
  164.3084992075836,
  70.21404996448653,
  18.74102764825193,
  59.08844173823442,
  20.490765734165873,
  21.651561172613434,
  49.24120208664574,
  6.4926610235708475,
  8.532370311055939,
  8.591254802771056,
  127.33006494548617,
  28.26958851467208,
  58.71167664620459,
  11.516938778478073,
  18.46461584849234,
  82.95222972353284,
  8.321558586536229,
  21.8928103109814,
  8.62265757683642,
  20.9679857998253,
  26.96118662558012,
  80.60702170881802,
  57.137955415213575,
  18.244565608772202,
  5.880600707680547,
  19.544282592507702,
  10.741074876269504,
  92.4869153039579,
  16.28482704777522,
  5.177020541228283,
  11.450708794884239,
  84.79350843568399,
  58.640352179946305,
  14.813146773479595,
  17.207377096930163,
  124.67778007557105,
  7.681063846111747,
  6.727168471149747,
  40.607518959077595,
  26.009837170907552,
  7.2602734900815316,
  12.543159222148706,
  53.0525187137924,
  31.491370968672847,
  31.305143424825744,
  13.97118410037012,
  55.6036608950149,
  88.41722812015108,
  54.88671344304951,
  14.88254821922175,
  108.4356464297122,
  120.9094773157008,
  5.344944473580567,
  12.757093724687545,
  84.6732941134612,
  29.46187737211425,
  124.56498946708192,
  68.39888893172761,
  7.448225668649334,
  133.0471770119602,
  83.5188611086447,
  5.091966318081704,
  15.117833503187443,
  35.62268692773432,
  8.217836368307438,
  100.78722193178149,
  67.19735187864194,
  36.890666251134924,
  5.421529217036989,
  19.18789463131273,
  60.8018732705403,
  26.406707518655637,
  13.468414476497768,
  141.71946754469337,
  7.827364741535352,
  6.543633967126577,
  7.8535073918573675,
  60.65159143227817,
  66.37971856607216,
  92.42968505310958,
  11.73296441008201,
  8.034820451527436,
  16.400238534192397,
  17.581882142595667,
  29.546207746886743,
  14.297062628653176,
  42.44568763510931,
  87.6428574691621,
  28.77992741557975,
  22.605195049245246,
  21.74487493533473,
  84.17665152452275,
  17.046561607150537,
  74.01600128212351,
  19.092245127939414,
  17.448739671450674,
  15.329902241472608,
  17.92346839571301,
  26.89032743650225,
  31.225506509384097,
  22.26160226720307,
  73.43496600818257,
  7.877249425940126,
  6.359338719339919,
  42.2213801097056,
  26.111969471369548,
  134.37964250541864,
  5.741374410281538,
  10.258494543673379,
  97.83450243334002,
  25.27539806366637,
  22.15095009166223,
  21.788649307486708,
  19.968174385467606,
  41.595084703624764,
  87.74217959680479,
  80.52415685620241,
  6.368013850640393,
  78.22922912980961,
  29.0970502981368,
  23.81268386145007,
  19.19779020666808,
  25.949912826691296,
  108.6472593450177,
  32.969459523211356,
  125.47053368026526,
  42.16275809645314,
  43.46149906196222,
  36.21594830810212,
  19.07535768701411,
  31.808174535897116,
  58.600465471525254,
  28.68303949670675,
  102.46072448883947,
  5.916640749607756,
  10.103332046270713,
  6.520544719078517,
  5.33864803045928,
  102.77005848222322,
  8.023008286088288,
  80.09856774140363,
  36.45355261878,
  43.529218666237504,
  11.455988887185402,
  70.58044904057778,
  10.066998106326624,
  6.797058214792679,
  97.48841223933226,
  17.080217154529215,
  21.622108178524122,
  10.027955213601853,
  9.777110572064007,
  5.9303543629254385,
  96.93151307223634,
  39.890624418722055,
  127.05076315408363,
  27.625700637243398,
  52.88562254190476,
  7.0098896156275465,
  38.07962409357613,
  56.276684968081994,
  12.92754711044697,
  76.34580940894323,
  23.695696936420525,
  95.30867395499739,
  12.411707975802189,
  7.9253209418857296,
  27.228283269127534,
  49.40304564068482,
  238.59695704202167,
  36.85592920466344,
  32.41482048936513,
  7.977492484340353,
  88.80426248910109,
  25.452986801374923,
  23.02998604716692,
  25.897202030547575,
  43.662478517654044,
  22.59529043005187,
  13.328234029673036,
  93.8224843715754,
  22.647793882305823,
  7.368178168077266,
  38.04979967550918,
  8.741498051274998,
  27.10981177951202,
  83.68743061235055,
  22.6575452568041,
  52.2144599344948,
  83.33601887650818,
  18.451281707425984,
  7.176371041062263,
  70.03394517977647,
  18.64703695347543,
  14.671855178918184,
  55.268617540670405,
  56.72809356074947,
  60.27314824333113,
  8.568518033752587,
  8.815461044592908,
  75.16218703260323,
  64.32473378823886,
  21.7459666136907,
  17.961373506267094,
  6.484556950681554,
  9.221530182529127,
  18.023113199154434,
  10.228768688091481,
  43.55051186999115,
  80.37517359945029,
  10.123313353260016,
  88.70441987526975,
  44.360708981932646,
  37.817629464794074,
  62.764216760390006,
  38.54347721552945,
  12.339017725833436,
  73.6778463637224,
  20.101958833558214,
  22.181598775350285,
  24.12253922642535,
  16.57870840362307,
  52.58497104798966,
  88.08952090352798,
  21.77461364386734,
  33.12181697146752,
  46.24120682882672,
  43.02491810832011,
  91.61375662251618,
  16.963288774437174,
  60.10852331700617,
  16.121022284673252,
  14.738108623797318,
  102.91433645307687,
  6.2003244927896555,
  11.403975715973319,
  111.59902347481373,
  6.963130860961206,
  81.21134409314075,
  50.616743526044075,
  78.68588630102283,
  7.589565154589705,
  11.598674258836642,
  101.52322248075404,
  21.632436648370323,
  21.843388036365965,
  61.457366032744474,
  26.597763010200538,
  15.099481957607228,
  5.478315326925045,
  5.304136718871596,
  91.193319775944,
  101.75975697961424,
  103.05467234387315,
  29.78288791779196,
  227.7309578677602,
  5.563690940362032,
  6.832092764301618,
  62.35585357534636,
  33.52173325039954,
  16.08667434835826,
  41.55917256840296,
  5.151345052052869,
  13.302035255431976,
  7.027703346158013,
  18.25253007807683,
  18.107405053566783,
  102.62081589040507,
  9.643495701514267,
  32.711018821526466,
  100.08493188869113,
  81.4806143186795,
  9.622814141825646,
  27.7748461517426,
  77.38312328345117,
  26.15358211696431,
  16.960686105628078,
  14.32917285164443,
  17.295705774837945,
  9.672290153742246,
  54.289576201341774,
  5.662633715057234,
  9.236030138019235,
  35.36758403341545,
  48.116312890140904,
  37.58374172171011,
  39.55934540900869,
  12.921221489412112,
  13.64431735514131,
  37.15650006266445,
  26.84425685294057,
  7.162955406917553,
  23.977014065126117,
  33.767426173562875,
  57.64550031646386,
  75.74027749515125,
  31.57846001514023,
  50.29654080336826,
  73.5958353470851,
  42.41605285894043,
  24.510706971008823,
  18.333041567230126,
  82.7325586317512,
  71.805360165548,
  42.42711284080234,
  8.241051226656207,
  42.645551171982426,
  156.56151397239498,
  51.44394523750367,
  18.477894084081846,
  7.437672012780953,
  22.10674107069974,
  51.44274860285962,
  23.568548234989077,
  48.30166007628459,
  10.779229617354282,
  124.2236499127978,
  18.253192050515203,
  53.9887194412418,
  43.88059859928292,
  5.290722665185132,
  100.95768580773665,
  21.916187162088594,
  121.95340057442363,
  31.223651527654567,
  7.468085770080805,
  51.372121766213155,
  28.413678958112936,
  15.707173375173797,
  5.378871287997261,
  11.705542068762682,
  60.72421945702102,
  55.104298011210226,
  11.556284422491734,
  53.24503459985929,
  18.47313537198565,
  18.420537254865266,
  30.51950737039417,
  73.59161168711667,
  11.526943408305565,
  5.211031803809808,
  16.35353884204462,
  18.29241856530366,
  13.160955563236334,
  98.1516307720441,
  42.73951653785431,
  25.058458777189212,
  11.029841662480063,
  21.219527863540378,
  23.995390391011135,
  19.044586632229702,
  136.9560581855223,
  48.34587284992469,
  58.3022375985182,
  87.67574174026089,
  114.41365376299753,
  61.069941211559225,
  5.16360245438372,
  104.30513715133337,
  38.62466969283928,
  66.69784857027724,
  26.538255814044668,
  7.369336078428205,
  7.651927547152739,
  14.400626698528633,
  24.61025985243146,
  111.42636810035256,
  66.51287759998499,
  75.1975097193614,
  27.323622275213687,
  26.092241284914,
  5.208945037794667,
  34.28986758148297,
  21.250412635445514,
  10.25050685114939,
  9.10461258656633,
  6.470110722584441,
  39.73406398254583,
  84.82579893289599,
  48.79132939576543,
  ...])

Count of hits during the discharge

caption, T_hit,count1 = hits_in_time_hist_new(T_pom, dt, t_plasma_start, t_plasma_end, is_plasma, figure_count_in_time_hist)
hist_file(count_in_time_hist, T_hit, count1, caption);

([5714731.875068909,
  5757839.897426929,
  5965559.486336796,
  6162225.9879178135,
  6164551.809402447,
  6166516.965893549,
  6168097.033192592,
  6230365.442578656,
  6249387.5,
  6314445.3125,
  6346601.04189916,
  6407082.8125,
  6469979.345036221,
  6696412.5,
  6942782.31473312,
  8832095.3125,
  8960077.368227122,
  9622639.0625,
  9626902.334862266,
  9631307.8125,
  9680312.5,
  9694093.353228083,
  9764715.813766057,
  9772247.49981796,
  9774860.712982029,
  9777544.722929608,
  9796146.501553487,
  9797877.31583935,
  9799459.56734288,
  9799790.29428793,
  9800493.75,
  9810595.3125,
  9858151.829106681,
  9858776.26110834,
  9869230.331603441,
  9881939.0625,
  9886850.0,
  9888211.622635432,
  9891447.923019206,
  9896501.224363312,
  9896770.3125,
  9897679.6875,
  9935690.625,
  9948750.342859859,
  9948869.272026334,
  9950402.6081502,
  9988169.9679458,
  10006834.631764455,
  10012396.55738127,
  10033063.970314583,
  10042361.819677671,
  10045128.366891515,
  10053950.708045516,
  10069157.8125,
  10069326.192101443,
  10080685.580807447,
  10091896.214868639,
  10093471.815133946,
  10098754.896225076,
  10101156.560781296,
  10103557.73171373,
  10103709.306366492,
  10113211.639145397,
  10118031.25,
  10119041.44421543,
  10122073.361226447,
  10122173.44336718,
  10123017.1875,
  10123148.077811224,
  10124830.655289588,
  10125535.527069444,
  10125621.875,
  10126906.25,
  10140255.58594716,
  10144222.744311092,
  10145484.105290305,
  10145502.091740888,
  10159931.259046033,
  10161098.4375,
  10163272.912229113,
  10163478.937161092,
  10164459.375,
  10165095.991611097,
  10167944.990297103,
  10169567.1875,
  10170780.507200178,
  10178128.125,
  10178484.837489452,
  10178749.947838265,
  10179038.487521533,
  10179273.4375,
  10179543.549043102,
  10180029.938528754,
  10180549.85245185,
  10181270.178236483,
  10181334.375,
  10181514.0625,
  10181696.702168914,
  10182128.502904389,
  10182325.173776956,
  10182662.289111547,
  10183252.648822382,
  10183565.602168368,
  10188231.25,
  10207085.798759744,
  10215862.5,
  10249634.980290322,
  10252293.75,
  10254048.4375,
  10255100.0,
  10255567.103581723,
  10255664.093948217,
  10256728.125,
  10265317.404737588,
  10268764.191086676,
  10272625.24543602,
  10274055.457621332,
  10276546.618251057,
  10279374.27109037,
  10279628.125,
  10280242.422826195,
  10281701.975226467,
  10282689.55972953,
  10283844.826998923,
  10284129.6875,
  10292126.518677246,
  10294759.375,
  10306006.25,
  10306291.78573391,
  10306612.91333777,
  10307390.6429372,
  10307554.6875,
  10329785.380433315,
  10339719.832775248,
  10354399.845007094,
  10355118.75,
  10355354.6875,
  10355998.4375,
  10357954.6875,
  10358319.372548444,
  10362097.826046394,
  10366419.979467342,
  10382353.770715494,
  10382544.328086957,
  10386366.062854443,
  10387551.23297807,
  10389239.0625,
  10390734.375,
  10399709.736813225,
  10400951.370529994,
  10401167.0755572,
  10401198.12512909,
  10403449.999378981,
  10403673.57086109,
  10404596.875,
  10405690.394178128,
  10405716.8437875,
  10408259.168968273,
  10408370.88117398,
  10411351.5625,
  10420202.763388813,
  10424629.216020834,
  10424943.765158458,
  10425000.001247643,
  10431842.1875,
  10431866.106400575,
  10433481.009906376,
  10433703.017990489,
  10433817.1875,
  10434078.125,
  10434233.607748104,
  10434312.5,
  10434428.01485141,
  10434642.65708053,
  10434905.309071247,
  10434971.875,
  10434975.883712007,
  10434984.375,
  10435067.902731186,
  10435092.1875,
  10435130.386371933,
  10435187.2890998,
  10435207.509852657,
  10435351.81052576,
  10435463.369767489,
  10435470.58161561,
  10435487.817163078,
  10435660.168533184,
  10435695.106422747,
  10435709.46089136,
  10435881.25,
  10436087.784770992,
  10436360.591734583,
  10436400.090418173,
  10436747.203995606,
  10436869.953209871,
  10437892.887950135,
  10438752.318821408,
  10438841.761643516,
  10439361.830604233,
  10450256.704574617,
  10451144.600210361,
  10451241.108585015,
  10451529.257382061,
  10451587.481209116,
  10452321.875,
  10452589.920916224,
  10452626.336289968,
  10452950.0,
  10454085.313741717,
  10454369.639940396,
  10454418.27890689,
  10454500.775282584,
  10454534.375,
  10455202.582828676,
  10455400.0,
  10456037.59534268,
  10456045.601632666,
  10456525.0,
  10459485.945267787,
  10459809.375,
  10461068.111032898,
  10461069.761585433,
  10461359.135892969,
  10466754.601828022,
  10468897.269223798,
  10469081.334814776,
  10469218.484602276,
  10469251.5625,
  10469996.875,
  10470019.709751967,
  10470076.009320617,
  10470311.9714744,
  10470787.905202746,
  10471601.443731923,
  10473217.1875,
  10474046.875,
  10474517.461218089,
  10474548.90168653,
  10476743.75,
  10476821.659018302,
  10477046.875,
  10477155.232044475,
  10477246.875,
  10477802.36203572,
  10477880.881133966,
  10478208.437024513,
  10479843.355505167,
  10480926.020426685,
  10481566.426749378,
  10481704.391076682,
  10481976.5625,
  10482095.3125,
  10483602.790685577,
  10485030.50805483,
  10485632.603229951,
  10491848.346962322,
  10492357.8125,
  10492364.641350405,
  10492602.167002596,
  10493133.294335097,
  10493210.035417436,
  10493240.625,
  10493249.18005508,
  10493580.743672283,
  10493693.75,
  10494017.1875,
  10494057.229210224,
  10494176.5625,
  10494257.8125,
  10494268.189656869,
  10494299.190046843,
  10494632.802989263,
  10494707.337566933,
  10494900.26319706,
  10496596.297915867,
  10496938.893872177,
  10497082.754104631,
  10497595.3125,
  10497938.72459836,
  10499125.0,
  10499698.4375,
  10500257.292261224,
  10500271.435416168,
  10500863.611785347,
  10501098.512194086,
  10501199.960235663,
  10501243.669925043,
  10501420.523295613,
  10502061.277950292,
  10502795.459700176,
  10509175.0,
  10509529.965495432,
  10509551.475355873,
  10509555.223657353,
  10510168.901628384,
  10510444.081360186,
  10510591.680872587,
  10510688.870807257,
  10510808.685937766,
  10510957.451157084,
  10511011.392107194,
  10511027.836982409,
  10511214.058795359,
  10511548.4375,
  10511617.177469209,
  10511764.457503324,
  10511778.125,
  10511903.124016434,
  10511920.3125,
  10511942.50590176,
  10511961.043501444,
  10511968.108234277,
  10512027.669176089,
  10512132.357733103,
  10512149.879557556,
  10512167.574554762,
  10512323.4375,
  10512494.568989186,
  10512645.534938669,
  10512645.641191114,
  10512646.875,
  10512647.428389348,
  10512653.734001203,
  10512886.941550998,
  10513174.641435236,
  10513259.375,
  10513312.07044675,
  10513313.696551476,
  10513330.225784658,
  10513404.394131886,
  10513446.203455519,
  10513528.086402763,
  10513542.1875,
  10513686.487672728,
  10513749.813508619,
  10513861.511521406,
  10513865.625,
  10514087.218953561,
  10514116.667547764,
  10514146.238697495,
  10514206.22211634,
  10514219.848241357,
  10514241.582860434,
  10514298.1676889,
  10514401.5625,
  10514639.841601338,
  10514720.3125,
  10514750.025612958,
  10514821.601684669,
  10514831.25,
  10515055.480353212,
  10515297.23188939,
  10515324.889012268,
  10515875.0,
  10516190.981729042,
  10516205.57942757,
  10516457.58279562,
  10516601.05000298,
  10517031.353665905,
  10517267.964861682,
  10517490.277338654,
  10517893.087072082,
  10518577.484931817,
  10520275.0,
  10520406.053706197,
  10520581.778247656,
  10521939.629855953,
  10526589.716773441,
  10528650.0,
  10529621.875,
  10529729.866581567,
  10530083.692019511,
  10530207.623364648,
  10530496.115975391,
  10530850.425926723,
  10530905.90745906,
  10530971.326770782,
  10531591.772263784,
  10531594.130723862,
  10532778.899824083,
  10532809.16207754,
  10533271.18795658,
  10533765.001730412,
  10534992.375676177,
  10535440.003319804,
  10536099.543006165,
  10536174.452675251,
  10536511.817940451,
  10536856.25,
  10537086.08526732,
  10537226.406631062,
  10537243.500667743,
  10537792.328184554,
  10538187.5,
  10538445.195321865,
  10539312.5,
  10540859.520983787,
  10541129.245034913,
  10541812.887458123,
  10542069.507667186,
  10542080.653139714,
  10542840.434928078,
  10547760.429950798,
  10548265.631408393,
  10549006.25,
  10549015.31964911,
  10549173.923640216,
  10549203.125,
  10549312.903554335,
  10549549.549610725,
  10549952.12575383,
  10549980.69533375,
  10550250.59315722,
  10550364.916972822,
  10550367.1875,
  10550669.765983433,
  10550703.747572364,
  10551040.545106098,
  10551094.773761434,
  10551196.076719195,
  10551250.0,
  10551350.0,
  10551389.096171074,
  10551443.991297908,
  10551565.030014621,
  10551590.625,
  10551625.298729219,
  10551654.867341897,
  10551702.91961157,
  10552614.0625,
  10552732.381798564,
  10552826.526093176,
  10552863.38556727,
  10552939.657899605,
  10552980.555195922,
  10553051.5625,
  10553146.270983197,
  10553224.301003145,
  10553231.111998193,
  10553237.525741586,
  10553367.281701393,
  10553410.398005214,
  10553421.80681892,
  10553448.046051571,
  10553459.23010319,
  10553479.203705415,
  10553499.68969842,
  10553794.785751179,
  10554104.6875,
  10554362.066022836,
  10554391.890148886,
  10554425.981718464,
  10554618.565730285,
  10554700.245365143,
  10554984.939275166,
  10555141.348925665,
  10555142.891668526,
  10555681.892752111,
  10555684.304334197,
  10556465.657289313,
  10556932.94855717,
  10557482.8125,
  10557596.923805289,
  10557662.5,
  10559999.948952975,
  10560473.16009275,
  10562422.67825028,
  10566710.211995441,
  10568356.156645585,
  10568530.829019684,
  10568541.67156118,
  10569944.234195147,
  10571146.073650531,
  10571175.0,
  10571318.209903268,
  10576513.23720909,
  10577684.146660518,
  10578868.53612468,
  10581962.110193351,
  10583812.356993606,
  10590332.550712612,
  10591769.875379939,
  10595268.446478354,
  10600843.467525875,
  10603439.867915,
  10619866.168876113,
  10620523.768288739,
  10621309.375,
  10621350.0,
  10623609.375,
  10623876.622628076,
  10624573.390979571,
  10627330.886646388,
  10628109.604415342,
  10628131.920949705,
  10634059.14740428,
  10653043.138698213,
  10654370.882734608,
  10656007.964955933,
  10665298.99164206,
  10665338.563313097,
  10670420.045541747,
  10672689.323988114,
  10672863.50409158,
  10673609.284230076,
  10674284.135269329,
  10674540.892400414,
  10706385.834762942,
  10708726.885823032,
  10708738.820623524,
  10718504.42900048,
  10719173.345304757,
  10719738.294637987,
  10721632.365423448,
  10723268.75,
  10723876.5625,
  10724231.812425444,
  10727050.184795909,
  10730595.010557361,
  10736468.75,
  10736526.681754127,
  10739931.791538436,
  10739998.4375,
  10740210.283012671,
  10740232.399179967,
  10741346.61478689,
  10741814.784295164,
  10741968.030475376,
  10742276.978383405,
  10742448.378808552,
  10743105.567317309,
  10745947.703877743,
  10748364.133774912,
  10748427.320921076,
  10749149.96011907,
  10749504.994865442,
  10749887.5,
  10751685.9375,
  10753025.0,
  10753122.332892247,
  10755320.739466092,
  10756988.425508453,
  10757159.375,
  10757240.024905799,
  10757426.5625,
  10757501.55380869,
  10757705.588272085,
  10757826.5625,
  10758185.9375,
  10758281.77571804,
  10758318.266962964,
  10764118.75,
  10766354.170259247,
  10770408.600906612,
  10771762.11854917,
  10771765.625,
  10776070.3125,
  10779828.070177842,
  10782102.876541859,
  10793192.1875,
  10793280.061664583,
  10800109.6952366,
  10804083.651767334,
  10806484.61610326,
  10807564.131221497,
  10808773.4375,
  10812226.55409573,
  10818396.106348269,
  10818914.02200903,
  10819287.154587043,
  10819777.930347582,
  10822339.0625,
  10824717.1875,
  10835377.451141525,
  10837192.386588516,
  10845378.125,
  10845734.375,
  10846128.125,
  10846210.38765374,
  10846339.0625,
  10846641.785014272,
  10846903.718583733,
  10847135.085703814,
  10847176.961300593,
  10847444.65019214,
  10847667.921705564,
  10847821.875,
  10848072.413649106,
  10848337.893218748,
  10848515.662275111,
  10848672.881807195,
  10848673.4375,
  10849382.051906794,
  10850752.878248997,
  10850753.063708495,
  10851245.3125,
  10853225.734125625,
  10856325.44840218,
  10859106.116278578,
  10859682.201807592,
  10860014.0625,
  10860042.916105837,
  10860047.400169676,
  10860785.670181483,
  10861068.322137289,
  10861539.0625,
  10861802.914765317,
  10861963.239426412,
  10862184.986342248,
  10862552.131813722,
  10863343.913631607,
  10863742.619885586,
  10863893.75,
  10864096.100048847,
  10864135.9375,
  10864267.1875,
  10864304.82474099,
  10864346.363810807,
  10864400.0,
  10864594.699031435,
  10864712.232599609,
  10864790.653626647,
  10864801.5625,
  10864808.76828625,
  10864810.992669597,
  10864813.264892785,
  10864878.160439206,
  10864956.687571103,
  10864980.22239334,
  10865034.187252875,
  10865159.36196967,
  10865208.139657494,
  10865291.326017749,
  10865299.13133191,
  10865312.5,
  10865331.315569412,
  10865365.713238724,
  10865384.960701486,
  10865418.274278067,
  10865496.790669957,
  10865534.900769895,
  10865560.327422563,
  10865608.473287664,
  10865614.92403632,
  10865622.717105867,
  10865690.362712825,
  10865694.704935052,
  10865711.250312207,
  10865716.118670205,
  10865720.509764554,
  10865764.741843207,
  10865765.625,
  10865834.340909934,
  10865879.685496032,
  10865884.375,
  10865912.710170979,
  10865937.315217422,
  10865953.125,
  10865992.045922076,
  10866006.753028125,
  10866025.749376917,
  10866025.927458094,
  10866038.943288913,
  10866063.605966449,
  10866084.094785297,
  10866169.644509017,
  10866175.0,
  10866185.9375,
  10866189.046944354,
  10866191.088966012,
  10866209.043084534,
  10866250.087950202,
  10866261.778223349,
  10866262.5,
  10866285.9375,
  10866385.9375,
  10866398.384798573,
  10866446.425065277,
  10866466.482170887,
  10866475.98500535,
  10866509.042425908,
  10866514.108004125,
  10866525.186318003,
  10866532.680207722,
  10866595.3125,
  10866612.777872046,
  10866662.5,
  10866703.715267122,
  10866727.801681275,
  10866730.220598752,
  10866790.624383837,
  10866801.113672312,
  10866910.09930944,
  10866930.2673939,
  10866983.16395913,
  10867177.205220852,
  10867239.0625,
  10867264.0625,
  10867285.9375,
  10867421.005771343,
  10867441.679017123,
  10867450.336437857,
  10867620.867142638,
  10867620.977033595,
  10867621.694982633,
  10867642.1875,
  10867687.5,
  10867694.594335204,
  10867723.245582687,
  10867729.212374194,
  10867767.618800709,
  10867772.916332839,
  10867779.6875,
  10867798.379189942,
  10867836.102231564,
  10867837.598299379,
  10867838.497380722,
  10867878.036572438,
  10867890.625,
  10867903.058676954,
  10867951.5625,
  10867958.511474712,
  10867964.758571481,
  10867993.75,
  10868017.5699137,
  10868017.69781414,
  10868023.968017086,
  10868025.924784716,
  10868076.759665996,
  10868102.690168561,
  10868104.251011092,
  10868124.529125664,
  10868175.894720832,
  10868178.125,
  10868194.650297783,
  10868218.75,
  10868235.133355413,
  10868245.3125,
  10868255.577175625,
  10868259.382685458,
  10868260.171868559,
  10868281.545413002,
  10868289.144320585,
  10868293.75,
  10868305.073046094,
  10868314.0625,
  10868320.3125,
  10868329.6875,
  10868375.780375477,
  10868384.539720695,
  10868393.75,
  10868403.125,
  10868409.375,
  10868421.609828645,
  10868422.665725697,
  10868433.022638842,
  10868437.404152466,
  10868444.263143456,
  10868444.778453998,
  10868464.605341155,
  10868478.125,
  10868482.8125,
  10868506.450340535,
  10868528.125,
  10868544.508284483,
  10868586.103267353,
  10868591.832912955,
  10868600.466947086,
  10868626.075335918,
  10868628.847962877,
  10868631.733935555,
  10868635.83297624,
  10868638.140830172,
  10868669.580629556,
  10868671.556199716,
  10868671.827882973,
  10868685.9375,
  10868687.057889586,
  10868698.4375,
  10868703.111473093,
  10868711.847747706,
  10868718.75,
  10868740.76299962,
  10868752.421283033,
  10868763.190848846,
  10868774.248095224,
  10868779.216887023,
  10868791.449278763,
  10868806.656511128,
  10868810.9375,
  10868821.875,
  10868841.553400755,
  10868851.5625,
  10868862.32252008,
  10868864.504680412,
  10868869.516043283,
  10868870.3125,
  10868874.130548758,
  10868876.063298704,
  10868894.280101756,
  10868905.858453369,
  10868908.674707057,
  10868948.789476186,
  10868950.771421604,
  10868956.174181562,
  10868962.5,
  10868982.421811044,
  10868990.625,
  10869019.904123476,
  10869023.72159887,
  10869033.017382436,
  10869034.375,
  10869036.657955093,
  10869038.98990725,
  10869046.773913918,
  10869046.875,
  10869048.4375,
  10869050.497635767,
  10869058.69453314,
  10869065.336629948,
  10869065.625,
  10869106.942142861,
  10869110.099302907,
  10869114.046314174,
  10869120.179635812,
  10869120.938960135,
  10869127.462148575,
  10869134.375,
  10869139.599990658,
  10869149.245892644,
  10869181.480653303,
  10869189.0625,
  10869201.5625,
  10869218.75,
  10869232.8125,
  10869235.032658234,
  10869236.057901453,
  10869240.361739727,
  10869241.753855862,
  10869243.478559745,
  10869244.122095043,
  10869247.035620574,
  10869248.4375,
  10869249.905171834,
  10869266.182662938,
  10869290.625,
  10869294.854374066,
  10869302.309432132,
  10869306.69550559,
  10869323.4375,
  10869326.280720145,
  10869331.195591899,
  10869335.037505168,
  10869338.514204724,
  10869340.794839267,
  10869346.875,
  10869352.486420278,
  10869356.25,
  10869367.181151502,
  10869368.459185263,
  10869384.337038597,
  10869387.781770058,
  10869389.0625,
  10869390.138855292,
  10869402.850017695,
  10869412.734867819,
  10869422.815742237,
  10869425.040837634,
  10869430.067475319,
  10869431.666762447,
  10869434.954855299,
  10869444.112385962,
  10869445.3125,
  10869451.5625,
  10869452.59856208,
  10869459.98998045,
  10869470.646604333,
  10869471.97202267,
  10869475.912539655,
  10869483.083666312,
  10869490.625,
  10869507.200305935,
  10869508.86620951,
  10869518.380942857,
  10869522.425587883,
  10869540.378906392,
  10869549.283565467,
  10869551.909891928,
  10869557.172382303,
  10869567.1875,
  10869570.3125,
  10869572.200640172,
  10869590.58594523,
  10869595.3125,
  10869601.721335223,
  10869611.382523812,
  10869615.454501817,
  10869616.561455721,
  10869636.314895583,
  10869636.411945973,
  10869639.908620456,
  10869642.072511224,
  10869648.261419993,
  10869654.6875,
  10869668.256809305,
  10869671.875,
  10869672.949933464,
  10869673.049736189,
  10869696.195520805,
  10869704.59639451,
  10869731.405568907,
  10869740.790472124,
  10869741.916444661,
  10869757.8125,
  10869767.1875,
  10869776.650683463,
  10869782.8125,
  10869782.8125,
  10869792.065675773,
  10869801.74153946,
  10869804.080777692,
  10869804.55174921,
  10869810.9375,
  10869820.229729613,
  10869821.787905728,
  10869824.867463548,
  10869826.5625,
  10869828.125,
  10869830.383292962,
  10869830.767797085,
  10869831.140332848,
  10869839.0625,
  10869846.560601616,
  10869857.8125,
  10869865.389996601,
  10869883.999153718,
  10869900.66210275,
  10869912.5,
  10869913.21643617,
  10869918.738192296,
  10869921.439815475,
  10869924.231621366,
  10869929.6875,
  10869931.25,
  10869951.172698554,
  10869951.5625,
  10869957.806848014,
  10869964.249854391,
  10869966.665087106,
  10869972.215693401,
  10869973.4375,
  10869973.4375,
  10869976.82041454,
  10869979.6875,
  10869981.945090575,
  10869991.049798727,
  10869998.4375,
  10870004.623149533,
  10870012.741237722,
  10870015.921097891,
  10870023.764432719,
  10870027.230562255,
  10870032.25109312,
  10870035.9375,
  10870036.713661956,
  10870040.42091572,
  10870040.561473485,
  10870044.784631284,
  10870052.170654057,
  10870057.15518571,
  10870062.5,
  10870070.3125,
  10870071.875,
  10870079.337612377,
  10870090.93442524,
  10870095.3125,
  10870112.424305726,
  10870120.3125,
  10870123.42279923,
  10870123.4375,
  10870136.046732854,
  10870136.803422758,
  10870142.320143357,
  10870147.576047646,
  10870160.755452283,
  10870166.443817658,
  10870170.258120585,
  10870178.453772238,
  10870187.4362332,
  10870188.926078836,
  10870192.40291654,
  10870193.75,
  10870201.037822647,
  10870204.043055162,
  10870210.656528348,
  10870212.390815401,
  10870217.1875,
  10870224.06831438,
  10870228.121551067,
  ...],
 [6.58975347704933,
  95.4430878425435,
  16.92288630905258,
  5.376953380400336,
  76.74073416979309,
  14.159160655890028,
  90.53101954237468,
  7.538565147264243,
  91.8555118021257,
  38.79883026776727,
  5.508336567427285,
  36.840615113670864,
  9.057698010517221,
  89.83663947952677,
  90.39039052478476,
  86.5689307462479,
  8.764174581167394,
  83.6244362471743,
  73.96947292059781,
  66.06118092195004,
  54.61824710726644,
  5.514128905522913,
  9.496284181303249,
  12.268371370931773,
  9.14851160094601,
  26.875620881409038,
  70.84613292957921,
  80.00133278922614,
  25.812041003452343,
  28.64755464785991,
  99.16089693605379,
  65.4769746587519,
  9.567488986230623,
  69.12425596758482,
  26.535166616106412,
  37.51589377044692,
  56.45480697034406,
  18.406031411380226,
  49.92805962158413,
  90.23177401581518,
  62.451906272167726,
  80.25859254675638,
  66.23103824778259,
  9.639173277278205,
  5.8536425477001695,
  8.929537611096599,
  11.695096857512617,
  5.962082441058744,
  23.132556320922248,
  32.59741305268297,
  34.19193516221677,
  16.875522078613088,
  82.83422380701225,
  54.508404012063934,
  22.891305399025597,
  10.612471600277583,
  20.031763878182627,
  37.400999126183564,
  9.514356276057747,
  9.608778748708405,
  11.003737681821214,
  11.022096481875717,
  18.51766959978905,
  60.65766842492236,
  10.135622455679322,
  6.080203191832532,
  8.289682427267214,
  93.2674266886144,
  13.72748570426058,
  30.870563541548925,
  8.080839027505947,
  56.090151757636626,
  31.57274965088172,
  96.74221053036894,
  41.32546400013389,
  30.190046775860758,
  7.267887842520689,
  9.339063836864456,
  49.976410854114675,
  5.894930895895799,
  19.313142166389696,
  56.266845006755375,
  5.566973422742444,
  23.471213842485763,
  31.23028939708911,
  19.370671209107904,
  39.792974312172454,
  17.05573006502845,
  9.287683526095751,
  25.921840791970144,
  59.43126724003632,
  9.167072952333704,
  15.993197699324467,
  33.62083223581169,
  38.50430524995558,
  52.22561005383319,
  42.584320716380695,
  10.867895502901519,
  77.0029196808506,
  6.798702883309314,
  86.62787666178994,
  13.391766908103905,
  5.937419672756054,
  62.38172796365832,
  49.054170093407286,
  61.94476673729979,
  12.226951570356844,
  79.11232986943735,
  129.79629394913536,
  53.131082445268625,
  75.67395385513862,
  23.371524110436958,
  33.49835477018298,
  17.147028338651104,
  9.442549807667735,
  81.4474119202502,
  8.74064311773153,
  14.045576471007136,
  6.942177260622681,
  28.77194561680218,
  15.921333539195338,
  9.706600310003353,
  9.790479689479584,
  46.76722328397939,
  62.92505318123164,
  16.094569158345188,
  30.852434935013875,
  75.06667041227458,
  66.60314626527514,
  44.90840642786216,
  8.296085648851575,
  115.63187008491607,
  6.982330598093639,
  21.69776944531608,
  35.45798268033149,
  106.47661720762771,
  109.07135617034172,
  37.66829008822494,
  48.06436525176315,
  5.861525724294083,
  23.422644568855702,
  72.69579899407154,
  18.14645636280027,
  17.722758046712656,
  11.888800523016318,
  5.911213454860845,
  151.48573525106656,
  89.48221207170971,
  121.76580358449698,
  51.616179779027526,
  78.35959357023256,
  75.85165679420356,
  6.486993884873838,
  47.40120392338513,
  73.95753696048146,
  10.78511744412216,
  10.62984653605081,
  14.210354104996771,
  113.12735163693858,
  92.37206938075164,
  22.994403665129077,
  21.782408380118856,
  23.432469247043258,
  7.603688996346006,
  81.86604799781225,
  7.254020780553195,
  35.3897313507101,
  14.548744891017497,
  69.84771489465865,
  93.21251148514693,
  19.185671107984955,
  36.00434645593506,
  14.537662055811108,
  7.782390863853001,
  9.918780230217308,
  39.69801011044178,
  7.957523974273878,
  68.3885537595288,
  58.57832694486889,
  38.80737448166163,
  18.498792163240086,
  10.813316705876485,
  23.71698431145516,
  59.768624542994516,
  19.76423056468621,
  51.4413616328944,
  55.381005449542386,
  7.346935646262424,
  86.6759666140861,
  15.279315033004863,
  50.771456371087154,
  9.584388523497177,
  69.91107390221686,
  11.272039831946278,
  16.363643261534122,
  10.60900603136652,
  79.07130435576447,
  121.39313313972636,
  8.073523464719655,
  29.77861588397896,
  17.012482659848427,
  8.79392873132889,
  5.176779079920446,
  94.98037996814402,
  69.9838283475185,
  36.19346737513119,
  19.673207213722364,
  5.919944946461908,
  66.59266258050465,
  12.999416423984803,
  7.376841991770182,
  51.76666687427109,
  19.037958393384475,
  86.27079395993894,
  162.06302270038742,
  35.572475626452615,
  7.638089386057249,
  27.406991200717286,
  54.105929353451195,
  11.139870099545787,
  38.52932002444779,
  12.960906866457151,
  16.097102001938897,
  14.102266692857317,
  34.54277990081894,
  22.393054669472896,
  15.27494776535243,
  14.018024355133,
  66.66560472238916,
  44.25902447444646,
  19.354178856874555,
  34.357772826460526,
  21.213184777012895,
  11.826206729998269,
  6.468633081092048,
  100.16932118618189,
  32.63378873093336,
  5.629368504075486,
  17.065041515549268,
  84.63030267169898,
  32.4384963904508,
  51.77962618376773,
  97.88269126727269,
  96.53180549961351,
  94.72812707190164,
  90.8052703990069,
  144.2689751214342,
  5.785356472026177,
  35.152716688671745,
  10.115783601676336,
  23.79653658990193,
  88.73507630025117,
  102.84903489222849,
  5.910810749625762,
  29.67157316295119,
  24.983267292045046,
  72.22708403270568,
  44.40071083646816,
  6.8848469498756755,
  17.885122439723677,
  27.71457530201379,
  19.600743176761696,
  69.09412209047325,
  18.802082284988504,
  91.02149432748087,
  47.06500016071065,
  96.01240794881176,
  44.832966445039574,
  101.30915406178548,
  51.02455946215197,
  10.351906554951976,
  12.550401004872366,
  5.041383692112768,
  8.95970381459182,
  16.422588408457937,
  13.119774859102723,
  10.873978062810888,
  64.76735440536106,
  84.89265574949283,
  101.03122051038574,
  47.59207826449883,
  63.243355483855,
  10.40149400111499,
  22.117725659973544,
  21.99925227509232,
  101.57964852997844,
  9.298004996308922,
  14.644839154723561,
  6.520650906508098,
  16.19732223379608,
  15.533908055590123,
  57.790341068808274,
  11.591933853652701,
  6.746232738371155,
  37.67337485205448,
  5.825285306693145,
  16.375246359150424,
  44.8504803010009,
  5.198565521320179,
  100.0182259480053,
  10.606269998968788,
  18.6663214555905,
  7.047744299169289,
  60.962180939176704,
  54.650761521229136,
  6.761505649518236,
  6.130162444749395,
  93.39774189584485,
  28.5057473410818,
  75.05211641428714,
  16.31193218001868,
  11.297537204036077,
  10.253684264690982,
  19.391626374024284,
  6.675989603258721,
  6.468375126391154,
  8.50244354191262,
  71.5935971708947,
  19.365226919137466,
  15.863011351777743,
  11.683519497489222,
  92.55699199855329,
  43.37540694492961,
  23.235658467833787,
  8.899986614255429,
  52.37671323886539,
  68.55557985008741,
  5.06116749212577,
  5.787390464837815,
  123.74510937379779,
  32.86058776290285,
  19.937055727448627,
  88.27630016799667,
  30.102314477681123,
  17.555358522525502,
  20.82665887644322,
  115.64741520807226,
  107.26411000959206,
  23.99590444216731,
  21.29634855794452,
  7.388243579439331,
  133.7170492162417,
  52.78997927435174,
  17.710408540858403,
  24.144177749624433,
  56.15594378117997,
  15.422050895369757,
  40.039800488567685,
  7.128200840662381,
  13.992938264978607,
  29.203240074001712,
  7.91759294548127,
  5.212610738297175,
  8.228744441527246,
  61.05770508953867,
  16.501155767646786,
  10.21969768904091,
  82.98639281840826,
  13.291949451312885,
  11.293703855717279,
  19.053203141839493,
  13.763571763670836,
  20.008451331307757,
  20.201069280503557,
  108.40226006343198,
  7.53375165192408,
  37.411074492663204,
  68.07584013468175,
  14.0058048438515,
  63.20976472816923,
  111.03248457479992,
  15.67103899467171,
  6.385104975370365,
  31.301499576298976,
  111.20410114543881,
  24.88441871309898,
  23.222135593017068,
  13.19587028084785,
  52.44864112021313,
  29.98307145701733,
  10.085464954461614,
  77.97253675806216,
  6.184129867083956,
  10.275714048386932,
  15.710775391442153,
  20.359478271841482,
  73.49146026640096,
  21.033652931242546,
  33.39660921486666,
  37.98260475219561,
  19.234691665401996,
  14.378925956300524,
  48.72421570900498,
  8.362401712671666,
  30.65413976287294,
  14.512930574140073,
  48.53714696403002,
  77.61182862736419,
  13.486431925452163,
  5.25612041465357,
  65.77222491944093,
  84.84266111462757,
  7.535908742458326,
  8.03525331564435,
  37.52821317018698,
  50.89409158626442,
  63.77166172396241,
  6.86460326903129,
  65.06149553360679,
  11.82307420189291,
  8.977551882788108,
  9.857862661940189,
  20.964574397395413,
  12.201433398843935,
  34.19396394091242,
  58.70725113736735,
  5.152826037029642,
  12.263586153292678,
  5.201391229831154,
  13.221187761591116,
  89.10554993642776,
  77.28877518283653,
  68.08990687598855,
  15.071419900386124,
  5.722288892444753,
  15.401639917468572,
  72.31683794451212,
  16.217076038881476,
  15.674350408020917,
  25.039497652273884,
  30.277715707830122,
  70.80993034589704,
  11.0712734639382,
  26.636034295210436,
  9.891276254689018,
  7.3698889542943675,
  116.48561506335615,
  66.62902427458894,
  18.165656119479756,
  92.89995694714422,
  79.19677894471141,
  9.412346523825216,
  13.219165142714951,
  8.250848148372366,
  10.566416713891773,
  6.464614763650617,
  21.65629559117532,
  29.746586480964048,
  21.230352918924602,
  29.736975119024596,
  5.512382549710144,
  23.784636581885103,
  45.068729816674804,
  89.65206320696586,
  15.96717511379892,
  8.609358356914937,
  10.02901238283918,
  10.007396861164157,
  18.127329421921498,
  25.22298965168512,
  61.472678949511554,
  11.347247692379824,
  40.108649543511376,
  26.674991986879604,
  97.59950532015515,
  21.873245117746755,
  24.043687331435873,
  84.01750264810231,
  25.222183459636412,
  26.805711948346005,
  22.319324503291856,
  21.33556197916972,
  11.979453994636293,
  5.657587908443028,
  71.94202640486095,
  8.02022341029627,
  7.3297341365266115,
  30.689736233997518,
  5.239198532037705,
  13.638323193705494,
  25.987120769397066,
  14.029506637267204,
  10.506915260607357,
  8.132337207180246,
  6.708393345515582,
  8.763967210644116,
  17.518175291969808,
  7.7274264323975554,
  105.41766816547627,
  34.140252025270705,
  108.30202630226245,
  73.12260565998923,
  37.48881827775337,
  22.973869615075756,
  80.78879220378026,
  63.3136612711566,
  22.229233538510634,
  6.395351858507695,
  9.865084548365608,
  8.368878285316303,
  12.120484433285558,
  57.534508884052784,
  14.013069679495915,
  29.648763375991457,
  10.354280125136537,
  68.56309099834064,
  94.89806009671129,
  26.58969660939667,
  26.64631455553811,
  16.33589866990115,
  24.5227109518054,
  5.795097934945995,
  25.777932556973482,
  12.647785220145769,
  71.20444765069351,
  72.30053847234248,
  53.1598983649957,
  12.137531228027996,
  9.492704403876505,
  8.133108434408294,
  32.552820766584645,
  5.466908445678221,
  17.504423863063863,
  77.88350389581034,
  20.07902529512781,
  22.403670849319397,
  16.12832884086008,
  12.480682807561866,
  22.87572938409319,
  11.846567216244111,
  14.722426439044003,
  29.01840784984246,
  33.03130242825692,
  28.588416664004626,
  5.028249174426766,
  11.06593731792596,
  21.723107850656433,
  80.84296132117501,
  43.07337898025631,
  29.865100527127407,
  6.858498969898088,
  7.765326046450331,
  20.227355355383295,
  38.53335687433381,
  6.194245445005718,
  45.013748170428464,
  28.35411485576969,
  30.858608638273772,
  81.37890753269599,
  30.52082601820537,
  15.571385693195715,
  21.664000413016677,
  31.59635965856132,
  21.322821474951247,
  59.02207311962569,
  22.76324062151568,
  75.22608196241826,
  53.848030010869834,
  6.260296741423144,
  9.129797130045064,
  66.78112973287097,
  24.546883237736306,
  82.67340793023675,
  78.01416178550242,
  124.53925727165472,
  7.139634386821277,
  45.39763670467108,
  37.49977737306111,
  32.16854015724767,
  5.531118608638678,
  28.0378926344423,
  67.66360108703006,
  89.49994686441696,
  71.61960498665302,
  19.917992980340415,
  133.46946447727566,
  78.50329029264938,
  46.62688604427893,
  66.71838980921888,
  21.009862605182033,
  77.91868466631496,
  31.084953139063412,
  12.202327633820703,
  18.57967738412565,
  11.814055168895901,
  8.827841486433625,
  18.74311190545324,
  64.05148618613907,
  7.810412833235801,
  5.732249005851719,
  205.25882452825326,
  20.954960725858335,
  29.441887031632188,
  70.8649996778758,
  5.795945641521517,
  11.033236890583758,
  61.906235046629,
  41.41083073663149,
  39.94123359244193,
  7.086738489091687,
  10.29078800158311,
  72.69915979059485,
  18.70383116430903,
  17.408932293716045,
  21.95431002555001,
  115.40266111586288,
  63.91055979248477,
  24.969340662453867,
  74.57117860099407,
  17.92780647985061,
  9.864130774608423,
  24.340370177728673,
  73.06009980231997,
  56.129070900344864,
  44.36042540703261,
  80.5293872457102,
  30.66267571871318,
  15.491748346567725,
  44.53836072367497,
  60.456467571954846,
  164.3084992075836,
  70.21404996448653,
  18.74102764825193,
  59.08844173823442,
  20.490765734165873,
  21.651561172613434,
  49.24120208664574,
  6.4926610235708475,
  8.532370311055939,
  8.591254802771056,
  127.33006494548617,
  28.26958851467208,
  58.71167664620459,
  11.516938778478073,
  18.46461584849234,
  82.95222972353284,
  8.321558586536229,
  21.8928103109814,
  8.62265757683642,
  20.9679857998253,
  26.96118662558012,
  80.60702170881802,
  57.137955415213575,
  18.244565608772202,
  5.880600707680547,
  19.544282592507702,
  10.741074876269504,
  92.4869153039579,
  16.28482704777522,
  5.177020541228283,
  11.450708794884239,
  84.79350843568399,
  58.640352179946305,
  14.813146773479595,
  17.207377096930163,
  124.67778007557105,
  7.681063846111747,
  6.727168471149747,
  40.607518959077595,
  26.009837170907552,
  7.2602734900815316,
  12.543159222148706,
  53.0525187137924,
  31.491370968672847,
  31.305143424825744,
  13.97118410037012,
  55.6036608950149,
  88.41722812015108,
  54.88671344304951,
  14.88254821922175,
  108.4356464297122,
  120.9094773157008,
  5.344944473580567,
  12.757093724687545,
  84.6732941134612,
  29.46187737211425,
  124.56498946708192,
  68.39888893172761,
  7.448225668649334,
  133.0471770119602,
  83.5188611086447,
  5.091966318081704,
  15.117833503187443,
  35.62268692773432,
  8.217836368307438,
  100.78722193178149,
  67.19735187864194,
  36.890666251134924,
  5.421529217036989,
  19.18789463131273,
  60.8018732705403,
  26.406707518655637,
  13.468414476497768,
  141.71946754469337,
  7.827364741535352,
  6.543633967126577,
  7.8535073918573675,
  60.65159143227817,
  66.37971856607216,
  92.42968505310958,
  11.73296441008201,
  8.034820451527436,
  16.400238534192397,
  17.581882142595667,
  29.546207746886743,
  14.297062628653176,
  42.44568763510931,
  87.6428574691621,
  28.77992741557975,
  22.605195049245246,
  21.74487493533473,
  84.17665152452275,
  17.046561607150537,
  74.01600128212351,
  19.092245127939414,
  17.448739671450674,
  15.329902241472608,
  17.92346839571301,
  26.89032743650225,
  31.225506509384097,
  22.26160226720307,
  73.43496600818257,
  7.877249425940126,
  6.359338719339919,
  42.2213801097056,
  26.111969471369548,
  134.37964250541864,
  5.741374410281538,
  10.258494543673379,
  97.83450243334002,
  25.27539806366637,
  22.15095009166223,
  21.788649307486708,
  19.968174385467606,
  41.595084703624764,
  87.74217959680479,
  80.52415685620241,
  6.368013850640393,
  78.22922912980961,
  29.0970502981368,
  23.81268386145007,
  19.19779020666808,
  25.949912826691296,
  108.6472593450177,
  32.969459523211356,
  125.47053368026526,
  42.16275809645314,
  43.46149906196222,
  36.21594830810212,
  19.07535768701411,
  31.808174535897116,
  58.600465471525254,
  28.68303949670675,
  102.46072448883947,
  5.916640749607756,
  10.103332046270713,
  6.520544719078517,
  5.33864803045928,
  102.77005848222322,
  8.023008286088288,
  80.09856774140363,
  36.45355261878,
  43.529218666237504,
  11.455988887185402,
  70.58044904057778,
  10.066998106326624,
  6.797058214792679,
  97.48841223933226,
  17.080217154529215,
  21.622108178524122,
  10.027955213601853,
  9.777110572064007,
  5.9303543629254385,
  96.93151307223634,
  39.890624418722055,
  127.05076315408363,
  27.625700637243398,
  52.88562254190476,
  7.0098896156275465,
  38.07962409357613,
  56.276684968081994,
  12.92754711044697,
  76.34580940894323,
  23.695696936420525,
  95.30867395499739,
  12.411707975802189,
  7.9253209418857296,
  27.228283269127534,
  49.40304564068482,
  238.59695704202167,
  36.85592920466344,
  32.41482048936513,
  7.977492484340353,
  88.80426248910109,
  25.452986801374923,
  23.02998604716692,
  25.897202030547575,
  43.662478517654044,
  22.59529043005187,
  13.328234029673036,
  93.8224843715754,
  22.647793882305823,
  7.368178168077266,
  38.04979967550918,
  8.741498051274998,
  27.10981177951202,
  83.68743061235055,
  22.6575452568041,
  52.2144599344948,
  83.33601887650818,
  18.451281707425984,
  7.176371041062263,
  70.03394517977647,
  18.64703695347543,
  14.671855178918184,
  55.268617540670405,
  56.72809356074947,
  60.27314824333113,
  8.568518033752587,
  8.815461044592908,
  75.16218703260323,
  64.32473378823886,
  21.7459666136907,
  17.961373506267094,
  6.484556950681554,
  9.221530182529127,
  18.023113199154434,
  10.228768688091481,
  43.55051186999115,
  80.37517359945029,
  10.123313353260016,
  88.70441987526975,
  44.360708981932646,
  37.817629464794074,
  62.764216760390006,
  38.54347721552945,
  12.339017725833436,
  73.6778463637224,
  20.101958833558214,
  22.181598775350285,
  24.12253922642535,
  16.57870840362307,
  52.58497104798966,
  88.08952090352798,
  21.77461364386734,
  33.12181697146752,
  46.24120682882672,
  43.02491810832011,
  91.61375662251618,
  16.963288774437174,
  60.10852331700617,
  16.121022284673252,
  14.738108623797318,
  102.91433645307687,
  6.2003244927896555,
  11.403975715973319,
  111.59902347481373,
  6.963130860961206,
  81.21134409314075,
  50.616743526044075,
  78.68588630102283,
  7.589565154589705,
  11.598674258836642,
  101.52322248075404,
  21.632436648370323,
  21.843388036365965,
  61.457366032744474,
  26.597763010200538,
  15.099481957607228,
  5.478315326925045,
  5.304136718871596,
  91.193319775944,
  101.75975697961424,
  103.05467234387315,
  29.78288791779196,
  227.7309578677602,
  5.563690940362032,
  6.832092764301618,
  62.35585357534636,
  33.52173325039954,
  16.08667434835826,
  41.55917256840296,
  5.151345052052869,
  13.302035255431976,
  7.027703346158013,
  18.25253007807683,
  18.107405053566783,
  102.62081589040507,
  9.643495701514267,
  32.711018821526466,
  100.08493188869113,
  81.4806143186795,
  9.622814141825646,
  27.7748461517426,
  77.38312328345117,
  26.15358211696431,
  16.960686105628078,
  14.32917285164443,
  17.295705774837945,
  9.672290153742246,
  54.289576201341774,
  5.662633715057234,
  9.236030138019235,
  35.36758403341545,
  48.116312890140904,
  37.58374172171011,
  39.55934540900869,
  12.921221489412112,
  13.64431735514131,
  37.15650006266445,
  26.84425685294057,
  7.162955406917553,
  23.977014065126117,
  33.767426173562875,
  57.64550031646386,
  75.74027749515125,
  31.57846001514023,
  50.29654080336826,
  73.5958353470851,
  42.41605285894043,
  24.510706971008823,
  18.333041567230126,
  82.7325586317512,
  71.805360165548,
  42.42711284080234,
  8.241051226656207,
  42.645551171982426,
  156.56151397239498,
  51.44394523750367,
  18.477894084081846,
  7.437672012780953,
  22.10674107069974,
  51.44274860285962,
  23.568548234989077,
  48.30166007628459,
  10.779229617354282,
  124.2236499127978,
  18.253192050515203,
  53.9887194412418,
  43.88059859928292,
  5.290722665185132,
  100.95768580773665,
  21.916187162088594,
  121.95340057442363,
  31.223651527654567,
  7.468085770080805,
  51.372121766213155,
  28.413678958112936,
  15.707173375173797,
  5.378871287997261,
  11.705542068762682,
  60.72421945702102,
  55.104298011210226,
  11.556284422491734,
  53.24503459985929,
  18.47313537198565,
  18.420537254865266,
  30.51950737039417,
  73.59161168711667,
  11.526943408305565,
  5.211031803809808,
  16.35353884204462,
  18.29241856530366,
  13.160955563236334,
  98.1516307720441,
  42.73951653785431,
  25.058458777189212,
  11.029841662480063,
  21.219527863540378,
  23.995390391011135,
  19.044586632229702,
  136.9560581855223,
  48.34587284992469,
  58.3022375985182,
  87.67574174026089,
  114.41365376299753,
  61.069941211559225,
  5.16360245438372,
  104.30513715133337,
  38.62466969283928,
  66.69784857027724,
  26.538255814044668,
  7.369336078428205,
  7.651927547152739,
  14.400626698528633,
  24.61025985243146,
  111.42636810035256,
  66.51287759998499,
  75.1975097193614,
  27.323622275213687,
  26.092241284914,
  5.208945037794667,
  34.28986758148297,
  21.250412635445514,
  10.25050685114939,
  9.10461258656633,
  6.470110722584441,
  39.73406398254583,
  84.82579893289599,
  48.79132939576543,
  ...])

Graph for home page

Detected energies during the discharge + Energy spectrum

multiplot(icon_fig, T_int_first,E,xmean,count)

Average size of interactions

size_of_interactions_average(Etot, Ntot,size_interaction)

Energy spectra for parts of doublebreadown discharges

#energy_spectra_doublebreakdown(Etot, T_first, file_energy_spectra_doublebreakdown)