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 = 44911
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);

([6697634.630621537,
  7031669.500292348,
  7197435.9375,
  7416499.52699623,
  7452667.119488316,
  7468902.146282111,
  7604053.396468095,
  7637686.617912435,
  7687894.797545267,
  7766314.820763883,
  7787134.380695958,
  7794565.937950116,
  7811012.703668589,
  7873473.31440164,
  7950422.942792666,
  8035446.875,
  8071546.721999397,
  8143320.957337549,
  8143337.5,
  8146776.340756464,
  8146850.830211028,
  8222323.753215847,
  8269431.468842908,
  8304724.779363784,
  8456880.3891563,
  8482659.63558059,
  8487768.29502916,
  8489696.49166606,
  8637213.16672387,
  8660180.07888072,
  8720269.823810838,
  8829286.640867408,
  8871891.694481919,
  8915114.0625,
  8929178.125,
  8932403.665995317,
  8932408.91836055,
  8958470.56415836,
  8988624.159124834,
  8991289.0625,
  9007781.00770721,
  9009796.875,
  9011879.138063015,
  9021371.46546856,
  9038781.939910892,
  9046345.83096545,
  9046939.494505357,
  9095593.330637537,
  9100174.858729577,
  9117937.263652952,
  9118355.403675908,
  9134515.48121237,
  9135538.02800269,
  9161304.51943046,
  9163613.896158839,
  9163837.001514832,
  9168684.375,
  9219553.125,
  9250622.46751509,
  9258637.770719633,
  9268428.06876657,
  9269828.901234457,
  9275125.756085116,
  9285603.498549888,
  9285700.442086069,
  9285999.079876492,
  9289927.978162855,
  9299935.9375,
  9301771.875,
  9302915.003799012,
  9312941.430367162,
  9314487.065697754,
  9314808.92729871,
  9315832.46926302,
  9316029.01468978,
  9316989.0625,
  9340710.783928469,
  9342376.594421739,
  9368790.625,
  9368829.036215177,
  9370674.68886294,
  9393112.5,
  9393129.433272034,
  9412606.780621272,
  9416326.5625,
  9425414.501498602,
  9426458.967862753,
  9428417.477902276,
  9431219.194149792,
  9433440.625,
  9437349.484083146,
  9437954.272945622,
  9438518.559233217,
  9438931.876512272,
  9439376.454918811,
  9439996.36147766,
  9440135.9375,
  9440943.746236596,
  9445502.063783653,
  9450848.18211512,
  9451372.306340355,
  9479023.516806357,
  9479646.862143168,
  9479975.11516392,
  9480683.078150306,
  9482380.047851726,
  9486078.202613233,
  9495327.15553423,
  9495515.625,
  9505370.208750848,
  9513278.066262733,
  9516694.307303408,
  9528185.9375,
  9528786.470444093,
  9528821.875,
  9529885.733907077,
  9532439.134134108,
  9536433.438422855,
  9537122.901865697,
  9537128.451502135,
  9537176.423233066,
  9538106.581517948,
  9539619.745360453,
  9542832.041112365,
  9542959.678925278,
  9559260.539348803,
  9561782.988414656,
  9571559.12770346,
  9577023.4375,
  9577026.263579845,
  9577027.41832675,
  9585734.68915937,
  9601562.178499324,
  9607522.65459133,
  9616792.497070227,
  9640729.798007816,
  9649008.79815145,
  9657016.05751329,
  9659068.75,
  9659792.172074795,
  9661202.449242491,
  9673334.267445313,
  9674037.83845558,
  9675960.9375,
  9682576.451467605,
  9698698.4375,
  9701250.888083952,
  9701904.905904975,
  9705311.222524356,
  9707093.75,
  9717870.888218436,
  9718799.352655545,
  9719413.626330698,
  9734770.166398816,
  9736339.077583313,
  9738135.246060763,
  9739939.0625,
  9741588.140004566,
  9746124.792824259,
  9754951.5625,
  9801405.72756853,
  9811215.237112243,
  9811646.302009344,
  9816690.625,
  9818563.269031234,
  9820462.847474888,
  9822804.989257626,
  9823776.283880856,
  9838059.524443027,
  9843995.080924515,
  9845441.229742555,
  9846021.861711971,
  9848532.499073267,
  9857427.716313154,
  9857939.934121832,
  9865076.109876612,
  9871434.257291446,
  9882065.183248939,
  9884747.072486166,
  9892206.25,
  9899557.305032125,
  9902701.815131849,
  9903865.546841023,
  9910206.25,
  9930371.875,
  9936986.244989308,
  9937582.631851032,
  9939478.125,
  9944691.869508838,
  9948757.839747664,
  9950435.886812603,
  9953924.91318831,
  9972702.950526372,
  10021792.525090618,
  10037652.103537126,
  10039487.576015374,
  10044112.164097356,
  10050977.899394268,
  10052611.707182173,
  10095884.757540375,
  10100100.690393975,
  10148124.175446287,
  10159454.34245243,
  10174297.953267552,
  10177551.48387362,
  10203389.947922854,
  10204921.875,
  10212989.92702532,
  10224301.961527789,
  10224945.573995711,
  10225421.875,
  10229813.965440566,
  10236936.883459277,
  10240102.469456272,
  10244777.777687198,
  10245916.601652365,
  10258705.141696481,
  10302114.634496097,
  10394563.995736562,
  10399695.948076613,
  10403058.219028592,
  10425929.101211714,
  10441500.651108406,
  10471697.794881662,
  10514007.199088916,
  10536918.75,
  10536964.048425294,
  10542037.593672708,
  10546108.638759974,
  10587190.324143944,
  10588153.125,
  10589345.033620395,
  10601325.65887308,
  10624105.407199193,
  10627418.75,
  10631042.974748446,
  10631806.25,
  10645071.885169681,
  10658715.625,
  10665870.254615523,
  10667853.260840438,
  10677629.266819838,
  10677635.496347597,
  10685496.83621166,
  10708210.281738104,
  10708234.07303163,
  10771568.523037868,
  10771581.51139651,
  10805079.93386412,
  10843679.546192452,
  10843818.46177455,
  10843828.726127055,
  10847645.004197339,
  10847663.989204355,
  10853577.206281355,
  10878147.379165372,
  10900281.825934988,
  10905675.863421522,
  10950400.638634806,
  10965547.573785786,
  11032832.791864462,
  11059671.46998327,
  11211293.321468683,
  11284378.061479531,
  11397671.837337483,
  11470919.024997313,
  11684048.338357093,
  12110309.375,
  14655569.622541867,
  14710065.321993127,
  14804624.74708877,
  14836856.25,
  14837501.493712746,
  14861825.936855715,
  14873368.138779202,
  14891825.097948708,
  14903544.085214732,
  14930994.281824986,
  14933258.429553166,
  14942591.889323248,
  14960390.735545788,
  14960996.702571142,
  14962145.66150892,
  14962978.468142992,
  14963310.9375,
  14964037.520180702,
  14964956.928876381,
  14967554.6875,
  14970515.281695848,
  14972449.436014995,
  14973235.9375,
  14974435.451978933,
  14974805.477377463,
  14977061.364419987,
  14977101.64167089,
  14977137.538104609,
  14981013.036060618,
  14981644.257098109,
  14983081.25,
  14983568.583392106,
  14984150.0,
  14984219.54006991,
  14984355.79342807,
  14984820.023228692,
  14984951.5625,
  14987279.20058508,
  14988287.391614825,
  14988355.738436392,
  14989535.9375,
  14990044.428492267,
  14991150.971066646,
  14991204.77216473,
  14992524.502409989,
  14992936.48211733,
  14992996.875,
  14993839.90325326,
  14994656.25,
  14995286.295379307,
  14995503.946034439,
  14995616.66355991,
  14995891.962943232,
  14996393.880055888,
  14996928.125,
  14997190.625,
  14998474.765540289,
  14998566.335434772,
  14998823.970085023,
  15000568.75,
  15000779.499180486,
  15001657.182002442,
  15001875.547956023,
  15002864.161639845,
  15002927.937051902,
  15003118.039533434,
  15003339.0625,
  15005812.62233905,
  15007001.8804684,
  15007629.686613312,
  15007793.75,
  15008079.196684247,
  15008827.359310066,
  15008863.825550908,
  15009018.75,
  15009205.63864845,
  15010699.019291155,
  15010835.9375,
  15010992.223165317,
  15012116.022763358,
  15012169.922715385,
  15013177.577912087,
  15013441.752489492,
  15013844.424120797,
  15013852.928937482,
  15014084.52520612,
  15015164.0625,
  15015690.39723513,
  15015690.625,
  15015808.310140125,
  15016283.679747218,
  15016658.266088912,
  15016695.286502125,
  15017699.943161007,
  15017828.98725182,
  15018139.389879001,
  15018555.448042933,
  15019489.161637817,
  15019643.808722172,
  15019957.406840526,
  15020176.339783007,
  15022241.494667752,
  15024193.061430698,
  15026494.812700918,
  15026497.21141411,
  15027664.44066027,
  15028034.766275745,
  15028589.170021512,
  15029090.978217373,
  15029178.031603178,
  15029392.70487302,
  15029762.955920829,
  15029924.404460866,
  15029929.6875,
  15030221.454278344,
  15030451.412608508,
  15031399.703988863,
  15032230.779478276,
  15032444.764785012,
  15032553.125,
  15033801.667801347,
  15034233.050658556,
  15034284.500572793,
  15034776.5625,
  15035271.498859039,
  15035953.3914343,
  15036243.75,
  15037036.618704507,
  15037040.684792932,
  15037431.25,
  15037558.426805627,
  15038181.25,
  15038446.230463779,
  15038451.32319077,
  15038938.045535529,
  15038987.771285327,
  15039039.52681559,
  15039128.125,
  15039267.714628361,
  15039630.881112278,
  15039862.5,
  15040185.508441318,
  15040199.168999936,
  15040277.502796644,
  15040500.675068002,
  15040541.902289478,
  15040688.880584195,
  15040739.0625,
  15042024.42622617,
  15042174.206250682,
  15044001.247016735,
  15044948.273250077,
  15045542.855635794,
  15045561.601906436,
  15045850.178623114,
  15047100.0,
  15047568.306239178,
  15047897.498574756,
  15048316.826065093,
  15048475.300580584,
  15049075.620952524,
  15049467.54946048,
  15049850.032380793,
  15049937.334484404,
  15050778.871739827,
  15050821.875,
  15051073.4375,
  15051075.96270564,
  15051152.81003078,
  15051526.230020422,
  15051561.264652926,
  15051574.697176918,
  15052548.433178453,
  15052692.842087524,
  15053158.765627345,
  15053359.002758851,
  15053401.966530548,
  15054318.75,
  15054604.81260562,
  15054732.504742116,
  15054746.402272958,
  15055862.206257349,
  15058898.339051468,
  15059170.3125,
  15059404.17920737,
  15059567.4597492,
  15060260.962025585,
  15061250.52546665,
  15061824.465080593,
  15063064.0625,
  15063103.812041104,
  15063507.8125,
  15065481.16129695,
  15065566.507077502,
  15065597.270231804,
  15065801.454500908,
  15065989.389629455,
  15066129.428634427,
  15067809.375,
  15067820.49952103,
  15068348.263657827,
  15072468.75,
  15073649.670084655,
  15074978.101445483,
  15075106.25,
  15075717.490495654,
  15076498.4375,
  15076724.39408238,
  15079739.0625,
  15081207.8125,
  15081255.259099727,
  15081652.574502837,
  15081851.5625,
  15081919.584005918,
  15082010.736342182,
  15082280.06975882,
  15082608.789559452,
  15083726.159123337,
  15083829.6875,
  15084001.47536533,
  15084339.086608699,
  15086025.99516017,
  15086696.76506015,
  15087451.071128644,
  15087888.942077639,
  15087895.3125,
  15087913.298991831,
  15087967.1875,
  15088496.54355181,
  15088931.235703288,
  15089411.589860613,
  15089431.91654473,
  15090439.0625,
  15090460.40464692,
  15090625.863554124,
  15090627.915730797,
  15091246.361077344,
  15091384.17827009,
  15092353.5311186,
  15092707.323320307,
  15092752.1854531,
  15093432.946901992,
  15094358.680383304,
  15094574.340025416,
  15094881.25,
  15095139.702266647,
  15095392.1875,
  15095703.831030818,
  15095912.507263396,
  15095998.4375,
  15096543.75,
  15096559.109715126,
  15097177.307832556,
  15097384.266352663,
  15097587.5,
  15097940.229195105,
  15098161.612146836,
  15098475.240501245,
  15098731.473011995,
  15099310.214096962,
  15099671.248286834,
  15099746.682749676,
  15099824.487083683,
  15099841.03840176,
  15099850.877142526,
  15100896.024736896,
  15100988.12774077,
  15101148.247998118,
  15101167.901182797,
  15101287.866793308,
  15101410.080719804,
  15101830.43826671,
  15101965.484956812,
  15102259.696117144,
  15103192.1875,
  15103257.8125,
  15103318.909964982,
  15103434.625537168,
  15103627.393703252,
  15104121.875,
  15104200.0,
  15104937.406081688,
  15104960.272300258,
  15104998.52550434,
  15105024.599372385,
  15105034.314048097,
  15105035.335136741,
  15105304.6875,
  15105561.085280681,
  15105588.09333386,
  15105851.519483108,
  15105902.393542452,
  15105925.523764744,
  15105956.301929481,
  15106000.933136594,
  15106287.451229664,
  15106325.845192293,
  15106607.900126899,
  15106688.756815897,
  15106856.25,
  15106885.015971845,
  15107045.561165847,
  15107210.140749263,
  15107824.420384837,
  15108046.352748932,
  15108117.059602533,
  15109202.476854699,
  15109287.112560363,
  15109328.551307898,
  15109346.505582524,
  15109675.0,
  15110051.003424617,
  15110255.825110147,
  15110403.83149916,
  15111005.443829695,
  15112050.037980719,
  15112178.125,
  15112807.130044306,
  15112830.547174063,
  15113085.9375,
  15113337.5,
  15114830.17623698,
  15115253.125,
  15116103.607000673,
  15116117.65725381,
  15116227.8571401,
  15116690.551204246,
  15116859.056332504,
  15117071.260664508,
  15117073.012862386,
  15117093.128864195,
  15117510.9375,
  15117677.888361212,
  15117904.491961397,
  15119020.543205857,
  15119339.534187376,
  15120181.25,
  15120642.576123837,
  15121107.64786279,
  15121157.106930574,
  15121901.002942124,
  15121939.0625,
  15122176.436448505,
  15122189.699399503,
  15122577.301639372,
  15123076.079831313,
  15123182.65110186,
  15123493.75,
  15124539.828972526,
  15124546.393271672,
  15124952.063438097,
  15126377.620859882,
  15127298.14515204,
  15127732.731829043,
  15128555.321310367,
  15128929.707469808,
  15129409.663508408,
  15129788.449932795,
  15129839.0625,
  15130990.296211451,
  15131166.8889146,
  15131555.930272477,
  15131798.076473279,
  15131909.381069079,
  15132028.78674722,
  15132532.431763247,
  15133802.405137189,
  15133892.1875,
  15134051.05041396,
  15134872.545866802,
  15135028.42021008,
  15135132.601859698,
  15135288.603803324,
  15135469.9794703,
  15136325.0,
  15136407.493137185,
  15136751.410375206,
  15136986.553443873,
  15137049.893217888,
  15137575.734680409,
  15137661.476425555,
  15138040.105117582,
  15138104.069597725,
  15139327.13569351,
  15139720.3125,
  15139800.0,
  15140065.004099825,
  15140075.91438233,
  15140256.071267202,
  15140592.722121011,
  15140620.02709843,
  15140734.30452917,
  15140899.75588787,
  15141417.1875,
  15141682.8125,
  15142080.909822218,
  15142200.913076706,
  15142243.255337695,
  15142416.515399456,
  15142556.476392752,
  15142628.298976548,
  15142745.3125,
  15142917.311478442,
  15142998.108373458,
  15143143.5255049,
  15143191.432794448,
  15144014.0625,
  15144148.787732957,
  15144507.35971835,
  15144530.112804832,
  15145548.384759745,
  15146444.112050645,
  15146870.3125,
  15147250.435694693,
  15147724.891174862,
  15147995.18834862,
  15148048.491077576,
  15148215.625,
  15148446.263028774,
  15149127.739872634,
  15149673.38201279,
  15150057.751430316,
  15150331.25,
  15150343.75,
  15151112.180698171,
  15151118.928463701,
  15151225.431791222,
  15151362.354002712,
  15151605.845495984,
  15151916.60795339,
  15152548.641860573,
  15152654.814395767,
  15152733.058438595,
  15153099.791694164,
  15153228.672870338,
  15153424.102936275,
  15153538.474152282,
  15153939.972958283,
  15154198.4375,
  15154658.615215102,
  15154698.4375,
  15155536.738633038,
  15155581.790535565,
  15156011.936651217,
  15156154.326912224,
  15156215.625,
  15156968.697994642,
  15157450.0,
  15158110.224150814,
  15158167.1875,
  15158432.76511281,
  15158585.9375,
  15158931.999859512,
  15159495.114689544,
  15159509.469689617,
  15159886.732058482,
  15159889.217041343,
  15160162.5,
  15160245.97906147,
  15160630.67689607,
  15161037.332721416,
  15161644.295698857,
  15161831.16762199,
  15162248.258627174,
  15162497.87850561,
  15162657.256617418,
  15163181.25,
  15163241.295024088,
  15163253.679089323,
  15163298.621210823,
  15163341.603833383,
  15163510.762165196,
  15163829.020688882,
  15163859.601669775,
  15163876.984844642,
  15164096.140338339,
  15164532.770675406,
  15165558.578894852,
  15165872.828012647,
  15165928.885310642,
  15166074.017745351,
  15166517.01309246,
  15167137.5,
  15167533.688849248,
  15167539.139373315,
  15167629.849868694,
  15168207.074159622,
  15168305.92119687,
  15168398.4375,
  15170139.739240509,
  15172123.650593065,
  15178015.625,
  15183770.281339116,
  15184059.375,
  15184210.65461754,
  15184232.8125,
  15184378.609636525,
  15185189.090695541,
  15185785.42181686,
  15185988.882825399,
  15186451.408890985,
  15186464.231145516,
  15186689.95146922,
  15186917.1875,
  15187327.089276649,
  15187545.693250824,
  15187626.5625,
  15187652.296009919,
  15187922.793053856,
  15188076.5625,
  15188242.722505415,
  15189281.657823293,
  15189726.5625,
  15189816.942899048,
  15189858.674482808,
  15189972.216343446,
  15189989.338571502,
  15190509.12560077,
  15190573.4375,
  15190595.3125,
  15191272.865392705,
  15192355.178321319,
  15192884.027727468,
  15193028.125,
  15193029.654257854,
  15193240.180843107,
  15193415.625,
  15193439.0625,
  15193447.285464829,
  15193671.04163536,
  15193784.055975461,
  15193818.569548542,
  15193863.75639948,
  15193899.950604325,
  15194289.300801545,
  15194352.671505902,
  15194462.956432613,
  15194469.747125115,
  15194762.5,
  15194762.897462975,
  15195450.972468667,
  15195542.1875,
  15195707.831360398,
  15195756.228079211,
  15195918.28945828,
  15196015.625,
  15196300.0,
  15196607.279774074,
  15196702.0587971,
  15196764.983714474,
  15196771.432458254,
  15197167.984932525,
  15197185.46637749,
  15197256.134382157,
  15197262.513973467,
  15197272.049933057,
  15197274.011673836,
  15197315.310331197,
  15197562.186858958,
  15197964.905592604,
  15197968.025465183,
  15198017.415093757,
  15198235.9375,
  15198239.32026519,
  15198245.970721962,
  15198402.219590804,
  15198621.48509841,
  15198679.848678242,
  15199005.810173232,
  15199303.125,
  15199325.0,
  15199360.763698762,
  15199376.5625,
  15199398.4375,
  15199539.390796542,
  15199750.0,
  15199852.49514186,
  15199867.1875,
  15200103.011103634,
  15200127.975093203,
  15200238.615159139,
  15200297.107839487,
  15200300.578076312,
  15200603.125,
  15200739.073019983,
  15200776.428164203,
  15201168.076894207,
  15201176.044151708,
  15201343.75,
  15201427.501834491,
  15201810.160525586,
  15202069.541808821,
  15202116.233262572,
  15202370.93846704,
  15203470.3125,
  15203958.717605678,
  15204463.85649657,
  15204786.858163424,
  15204845.532603245,
  15205318.75,
  15205606.25,
  15205758.059036724,
  15205810.9375,
  15205841.330541505,
  15205945.3125,
  15206176.412256805,
  15206199.216982715,
  15206212.5,
  15206295.924824962,
  15206472.356875084,
  15206653.177170394,
  15206851.05227069,
  15207164.0625,
  15207245.3125,
  15207337.124307178,
  15207485.392379915,
  15207557.64818806,
  15207717.1875,
  15207766.922517525,
  15207987.5,
  15208306.25,
  15208410.058141772,
  15208453.31149981,
  15209016.111536259,
  15209073.242433652,
  15209193.914941292,
  15210654.37681064,
  15211111.358422384,
  15211189.32693477,
  15211432.8125,
  15211605.53577884,
  15211616.519686054,
  15211679.761916095,
  15211993.291408436,
  15212157.252317414,
  15212184.375,
  15212218.465331556,
  15212327.951640997,
  15212403.991256194,
  15212420.3125,
  15212617.149874663,
  15212805.283202227,
  15212831.149932852,
  15212870.845624484,
  15212930.990644323,
  15213057.8125,
  15213462.678053277,
  15213820.030197477,
  15214162.880790913,
  15214429.075673329,
  15214546.462361993,
  15214657.519838136,
  15214658.311839744,
  15214738.5044101,
  15214850.082166275,
  15214890.625,
  15214894.947909934,
  15215187.813308785,
  15215305.53277045,
  15215393.155742403,
  15215773.504289905,
  15215832.305035409,
  15215849.843246756,
  15215968.315232703,
  15215986.717234798,
  15216052.321197446,
  15216489.308665777,
  15217031.25,
  15217033.88214348,
  15217126.108584309,
  15217198.4375,
  15217379.733311968,
  15217460.005441604,
  15217814.0625,
  15217855.090891173,
  15218079.525240649,
  15218466.649923377,
  15218623.963117726,
  15218785.29723711,
  15219025.934421442,
  15219102.967995247,
  15219240.625,
  15219254.6875,
  15219291.898909427,
  15219371.235255733,
  15219399.9946179,
  15219501.1573752,
  15219674.92437963,
  15219698.93683544,
  15220116.06758018,
  15220407.530762633,
  15220813.521519013,
  15221031.304001488,
  15221108.276374074,
  15221365.625,
  15221398.4375,
  15221715.913548373,
  15221882.8125,
  15222171.230086634,
  15222214.0625,
  15223005.230821902,
  15223304.6875,
  15223347.577125411,
  15223443.75,
  15223498.906028524,
  15223589.606962368,
  15223889.045960434,
  15223981.25,
  15223984.115322903,
  15223986.946060186,
  15224177.343430448,
  15224320.844582314,
  15224368.072391879,
  15224475.532211721,
  15224498.383885114,
  15224512.411060622,
  15224697.962650703,
  15225216.487877086,
  15225368.636418382,
  15226221.09620094,
  15226313.038538411,
  15226319.715179652,
  15226445.007370086,
  15226452.490619909,
  15226555.810257634,
  15226668.05517316,
  15227038.658100476,
  15227214.044719897,
  15227445.218151988,
  15227579.6875,
  15227896.875,
  15227922.752732147,
  ...],
 [11.552235946321268,
  18.592402196962723,
  63.6960187745499,
  59.31214002871498,
  38.224729307153794,
  73.22281104149252,
  21.83627675701644,
  17.93450904839886,
  13.799022637080288,
  40.60536362362106,
  9.336224076387847,
  5.253989364634291,
  53.797918362229495,
  26.308066865469787,
  34.22727312897779,
  78.13451448340665,
  38.15075071848812,
  24.640380595758955,
  84.72176726920203,
  73.29901957223151,
  6.625616447029889,
  5.727149999801128,
  5.04525122726903,
  24.82035628000873,
  25.036943321019095,
  32.04930854807458,
  117.51864883161474,
  43.04605212139491,
  32.06959294304795,
  16.677454394408883,
  129.0190602472691,
  54.80093958509391,
  115.05239082727294,
  72.7298250185363,
  37.63768957379344,
  60.3092195942456,
  15.833781058909798,
  106.2075493297582,
  21.346486055477136,
  95.35545619739887,
  10.768991405292855,
  32.07767974208159,
  114.31510156759012,
  37.18508380936863,
  56.980904390897805,
  51.459895891670094,
  52.486165689304514,
  5.444050386645404,
  26.014733481803617,
  9.139246365800885,
  14.963571869291666,
  51.527080116782344,
  14.2841686633973,
  66.20515306113818,
  58.1104169121973,
  8.942705488047228,
  67.47944181519586,
  34.386571594425554,
  50.583395819531304,
  16.084584650637613,
  27.459324469325416,
  18.671119409780104,
  18.898673101664222,
  148.57726640136121,
  62.27310678125323,
  35.14465604745278,
  10.905693927177943,
  35.512920357166585,
  59.75226606592565,
  8.856121741132023,
  57.68207186298227,
  5.679664327971365,
  72.19672873958768,
  21.943756942839066,
  83.60135117478356,
  51.986792159701984,
  102.93641982713983,
  20.27309114850053,
  51.52483802934708,
  12.929967762128756,
  10.673878257917522,
  28.58879878061275,
  86.02514774363993,
  6.874275615476064,
  92.97432338205618,
  121.1415829063444,
  9.009342135252696,
  58.29576426112073,
  56.87829204192429,
  36.65831252977001,
  17.220558962221105,
  42.91137124876333,
  7.072191824071776,
  64.50447212216264,
  14.5467247304382,
  18.43032643367228,
  51.916197032183966,
  33.945560816173696,
  17.27204579557958,
  36.57287585250384,
  11.876229518019287,
  60.836690263228604,
  28.27295692957237,
  31.401550831946587,
  7.1930789867995575,
  82.87226267458493,
  8.328051422606093,
  47.24912889261378,
  36.71222345018297,
  14.560281442783197,
  12.158681552260436,
  19.64107278711947,
  80.48365492007159,
  25.596903400503468,
  66.61613807482598,
  41.621230233377574,
  36.269602219497415,
  12.270727950347624,
  21.14484459335837,
  29.440287019166483,
  14.43599185030699,
  11.688694498703553,
  20.84851052060979,
  112.4753100529527,
  8.454114641759272,
  22.573049394196225,
  6.515025562992096,
  49.911720264092835,
  69.18948110761431,
  60.31570483988581,
  19.652593030658,
  84.00520300341074,
  13.843027672184656,
  27.31877151426592,
  21.213333416746917,
  26.40718528294849,
  20.759283733579018,
  25.609371294570447,
  71.966794403468,
  28.223189419945566,
  10.213621674636236,
  32.524767073286114,
  6.1240173010717625,
  51.17689004249856,
  26.50726076771907,
  36.83903478586124,
  19.913406630820813,
  7.6841884424932125,
  5.725141053126281,
  32.81799303542259,
  26.071545732218944,
  43.45583509273288,
  23.78872471341863,
  10.906770476246914,
  6.766521575319527,
  8.808013324374096,
  41.93200621876911,
  39.667186802566135,
  6.722838569096301,
  86.33165212307227,
  10.39876170330323,
  134.76218284106568,
  6.654262235874695,
  110.26634609478522,
  18.99231070454137,
  34.755443853932036,
  16.231580299458546,
  7.050087851651333,
  90.74523439371954,
  24.66597350682726,
  40.79178910987337,
  28.264587134758422,
  13.867821248997506,
  82.43953026843386,
  5.5004639305312315,
  17.825301162425607,
  98.86241786581486,
  36.505245639677355,
  32.57192500999257,
  81.24576575133113,
  7.429458672155804,
  6.8150128636954905,
  16.3412784651445,
  48.72638854731474,
  47.989382376184686,
  180.64276006564182,
  10.856612267767618,
  53.69998565273843,
  10.66456256664155,
  66.99754669537997,
  27.560256239378294,
  45.00704284798648,
  47.666231836552896,
  5.353624307482157,
  59.59942116274695,
  9.39651632964969,
  13.799120669421141,
  24.749933269873164,
  10.079711156455394,
  97.63758563002182,
  7.87360721582249,
  69.9525418289368,
  11.424122043106955,
  35.60951026326637,
  84.13091265104234,
  12.865897423490097,
  29.65273238362188,
  19.7220608405321,
  9.693245151415873,
  16.041597937469817,
  58.01553523033946,
  18.508851163039047,
  108.99419858612238,
  20.07015768907995,
  5.5164584849739065,
  34.038438869107075,
  17.01042385025018,
  35.32597317608901,
  16.398199593441895,
  18.081234415535963,
  11.828728180173847,
  20.673451261145495,
  14.18387208837585,
  82.18544756827367,
  55.50996789719474,
  95.31999659240834,
  58.409324013039935,
  23.688407075520555,
  20.669458195264163,
  25.226707644603927,
  29.2938321715479,
  30.22245738460604,
  24.77722098133215,
  49.492805920964344,
  60.595355967462915,
  8.751930933897723,
  59.2307000768714,
  19.563079359732065,
  40.003141295046944,
  35.27137851420357,
  6.102340268979436,
  17.00035809167681,
  12.2102626391169,
  57.170918811774676,
  81.39333224262333,
  75.27353162263539,
  36.68791444205141,
  16.041137338409094,
  24.581802387640025,
  78.9886531476607,
  20.97680139621847,
  94.93553736201146,
  47.547729436071336,
  7.102316837008302,
  12.309012675798073,
  5.483830126367221,
  17.224899655573022,
  117.3366377933163,
  22.52610668108916,
  21.474522814853174,
  34.910447495190276,
  46.49970789964506,
  13.526138635668742,
  33.39492719079187,
  7.111586395942803,
  17.96597372697542,
  31.694107693033125,
  68.90596119291352,
  7.95256692941694,
  23.71240886175512,
  67.06493211429188,
  52.65548226384648,
  9.273909145481579,
  51.154503030295814,
  35.27804093311787,
  9.415620724109067,
  16.4581337641842,
  17.447590258337915,
  9.914012710477225,
  5.792242313771569,
  37.134071280614975,
  9.189739817009382,
  70.14914464755824,
  16.79333298250776,
  31.333278007294936,
  14.516565611835748,
  5.865979008039064,
  51.00941533308557,
  47.41551677667906,
  7.411242198582101,
  49.04511246658413,
  85.59212626115156,
  12.63665537034409,
  11.86772281661842,
  25.88544656949609,
  7.131504354384353,
  17.954887788293096,
  24.7964161102006,
  50.567369214480244,
  8.200394506756691,
  52.525351942724186,
  76.26198652166839,
  21.937540807119777,
  18.83768957056511,
  37.864379697635954,
  21.624631603993766,
  10.962417039645912,
  28.06981733240218,
  51.058714879710124,
  18.3616055588441,
  6.6509091392718105,
  12.20721272670642,
  15.935357899484371,
  17.522541514873552,
  68.63732562830467,
  18.512058254842053,
  41.10329941531541,
  61.086870055193884,
  110.53025835537011,
  6.99021374850034,
  49.68447673248205,
  15.461528640264293,
  64.48196894815813,
  60.956100670530105,
  9.140722246798514,
  12.455225697628036,
  8.58983903517124,
  60.623580906097956,
  32.941170845709195,
  20.283125504817665,
  74.99364445961434,
  7.1477586699995825,
  5.065494424981771,
  47.41679602342402,
  38.22997707339536,
  17.617367706173205,
  29.447554012011928,
  11.126321135230706,
  48.24121849754805,
  50.14135460053751,
  57.52449237693115,
  20.046134358695657,
  88.57662706276678,
  7.39613958065662,
  9.87708185585321,
  61.36358154172888,
  7.130858650611524,
  11.812090164289248,
  66.06737848193836,
  5.377963276095936,
  8.069195776905746,
  28.30076932149545,
  25.175855899266093,
  7.161504110452984,
  77.81342961664855,
  36.67494508769004,
  40.68324223140099,
  6.332187856595768,
  15.445494228902643,
  9.746836601840076,
  58.58159967703988,
  8.256746899014868,
  19.70384364632443,
  16.35572338017142,
  46.52696594108669,
  7.639492061014603,
  7.136973962221531,
  21.44738511139555,
  23.542456115599055,
  6.6326455737911765,
  10.19866215097577,
  10.427082706674076,
  7.729620081119294,
  44.629565728987956,
  6.8442194140145665,
  20.05543027284523,
  52.696124475194,
  20.78310708176259,
  34.52189024303589,
  32.85333760703978,
  61.276080459090295,
  67.97304739455019,
  22.322159729140207,
  6.73394635094938,
  31.26228644532617,
  80.44796043395678,
  65.07393670075137,
  36.90278231933393,
  6.280594738215589,
  34.454327943238205,
  132.4195776488461,
  45.927175671424784,
  44.56199435471164,
  11.57136660498798,
  40.28083191921684,
  18.37970960639471,
  9.382478443153811,
  65.6000084265191,
  72.39726136712889,
  49.235904663221376,
  120.45199398444872,
  34.364126563226975,
  60.51766691374033,
  11.579982364751404,
  11.940299656844026,
  39.49420744425465,
  39.4764999939637,
  13.70007188264425,
  91.79777489037502,
  29.188302416591952,
  10.037342858862516,
  20.35492764203589,
  69.30192653028843,
  91.42736017132117,
  14.290683466132377,
  51.08559286783408,
  42.802495619310285,
  10.07867004907286,
  50.71246712928455,
  19.677853240610084,
  52.14807557275313,
  5.4910250088463055,
  6.290033003112997,
  49.443437269462294,
  87.33944862380521,
  43.55246032888088,
  13.722269715307222,
  61.00337542089294,
  5.995369701018507,
  7.739617862893747,
  36.489212542784244,
  55.26310582604011,
  40.45421277404275,
  45.40561457471565,
  100.65773976386365,
  33.027508387377,
  64.93996887564083,
  23.344540494592657,
  7.210190317457469,
  47.457586121319,
  72.09860568678123,
  18.20403877279973,
  41.17565325256531,
  12.575967847481683,
  8.512452558466826,
  36.336262426916,
  64.67376451874719,
  5.6874474775352,
  13.401366075126132,
  72.2010917186436,
  28.72482062057442,
  110.24939842291217,
  41.624150059738156,
  58.78009471774744,
  15.035820779396756,
  12.062042897901991,
  5.378410865170172,
  37.55807721419444,
  6.162583379748287,
  85.54695260214629,
  10.991832186933715,
  61.251394011772184,
  112.35155107675234,
  9.24172337827113,
  18.748773535033344,
  10.745834984251966,
  55.82641500493676,
  89.71066773840157,
  5.801228440017122,
  61.37167570584143,
  18.3316585400985,
  6.7588131851045565,
  30.064031292404046,
  39.68241317975104,
  35.66489186249954,
  6.396125696716926,
  81.48982816282869,
  31.089226198061173,
  17.683477566830877,
  21.308988780890772,
  97.18069635631448,
  10.15252907983349,
  25.101133509283358,
  16.63055090606545,
  28.82987181053063,
  13.598700733139571,
  73.50591352731571,
  56.75335745538939,
  41.57498428192235,
  31.595751732360803,
  26.525475748394076,
  8.042769696889627,
  56.2724586388345,
  119.84696543675281,
  19.21369976620904,
  34.48110719947545,
  61.93088783980262,
  14.887295620226936,
  8.66456717765176,
  18.282408984186407,
  89.9186600125933,
  13.236960832134978,
  5.372409717467386,
  8.17892807636626,
  21.355329591375533,
  10.833525414796334,
  7.75703915103503,
  13.355778319000311,
  18.00088515438833,
  18.460766810240656,
  12.822870666761961,
  31.33861360551975,
  60.965539642301735,
  6.157255877568569,
  29.01597053487733,
  18.547621665843657,
  6.764957515744565,
  53.512830169661115,
  52.928589329963955,
  18.19683926392155,
  6.366193833494221,
  42.73095265736951,
  29.184899517871315,
  22.599532725582364,
  35.837079358464116,
  49.77198111302857,
  27.789988187022665,
  12.753187222750647,
  6.644521814716444,
  14.256100025134646,
  13.290809939922196,
  14.314822322354653,
  49.21301633959644,
  30.416436372682806,
  18.031248076732254,
  31.24418626398074,
  83.49455743657991,
  11.753890548096651,
  12.444706761123225,
  18.86055157638378,
  33.52215452417432,
  9.618533876526184,
  53.817857431141235,
  97.30535378133531,
  18.28500823730524,
  24.033112380215634,
  29.566365621020786,
  82.07082182859894,
  39.96251429606743,
  54.694809309874714,
  6.956920944461463,
  18.799577105497086,
  18.81270707079253,
  64.25836258806801,
  6.648926530245648,
  109.84067248406448,
  11.366830735431341,
  39.943838660065204,
  7.110189550631115,
  19.458058991036694,
  17.400800740861154,
  5.81783262096527,
  40.767144342239206,
  73.90987916886283,
  8.79055222679596,
  6.500915809217212,
  82.60889668124805,
  54.30243387442424,
  18.11586427701742,
  9.550903864777842,
  95.5958399654813,
  13.113162408709398,
  13.26551593176337,
  68.18598779572508,
  7.384510042785725,
  8.091795506534266,
  11.866546406539056,
  6.050507459487185,
  57.637974530286414,
  6.981854092725665,
  22.27657992957216,
  42.737230128930435,
  6.008093551938735,
  20.21549375479399,
  52.83310527627664,
  12.852656848487081,
  39.80544176623102,
  35.249944505221016,
  32.5485424785864,
  17.201285196426603,
  42.54666011025446,
  46.21917672530802,
  11.950970736487053,
  24.17015605545408,
  58.491345596631696,
  7.49190883363841,
  13.023448453910506,
  39.21390831403457,
  69.78814423723037,
  80.3094962029777,
  5.601085494176192,
  54.5402489555603,
  12.26621183426207,
  22.034154101712772,
  70.46266439054253,
  105.56474945836896,
  35.403394195759574,
  19.66137353678482,
  6.981739661094978,
  53.02089431121456,
  28.402791858496098,
  15.285172232322724,
  8.720370058781583,
  21.667749285632826,
  7.079661608390697,
  40.16181227858156,
  18.973708535229562,
  21.677327089558638,
  19.90982935022405,
  80.77534784461461,
  42.6577918530575,
  72.1266464143709,
  68.4464689649381,
  42.885082366141845,
  30.638030145657797,
  6.1927875502003,
  58.19987842388717,
  28.591455789055644,
  10.691009023160305,
  8.124439913692623,
  10.606691279761662,
  79.07675560561128,
  23.0359328407759,
  28.495465343381028,
  10.16244088729665,
  32.66556869971322,
  5.27552708680964,
  46.38790998608994,
  107.0282850533596,
  24.54005803323695,
  29.28980879501471,
  24.709883751187512,
  48.37363991572095,
  53.97295087445383,
  5.697144300650168,
  27.208579203407915,
  17.59577960410205,
  21.762652989810075,
  8.593730157174708,
  56.46880090174807,
  44.64936236709363,
  35.20017207920392,
  53.34313314667493,
  69.22270459724776,
  45.5698328129647,
  74.5158462211528,
  74.48871761615824,
  17.463899525866314,
  5.519387593504965,
  8.249659456248876,
  7.0587272116040545,
  50.3676143514919,
  123.18215637336176,
  23.250743527236963,
  27.01354120951178,
  108.74750324682671,
  12.878185238504285,
  11.501025224776397,
  15.648855445409819,
  48.55204209890505,
  15.436095130416248,
  31.19849646615409,
  14.149724092384414,
  20.54297799455238,
  50.837330353614604,
  16.468664548274152,
  21.977425351571142,
  6.851493445621276,
  14.744227762311438,
  11.745057943995997,
  42.101734648874434,
  9.729142621279514,
  26.544091214040918,
  9.228586992717332,
  89.9130532758399,
  48.7323146566274,
  20.44440209272836,
  9.025687184514638,
  14.734153334477774,
  30.00779022211312,
  67.22669709054747,
  44.53048536128719,
  9.075260323928877,
  9.487005085334088,
  16.889617843870507,
  23.063551254051927,
  22.50172741327821,
  29.798541240587156,
  15.782182028960637,
  5.403347396056817,
  15.96980466293659,
  24.997206659473026,
  9.842014256991012,
  19.21165226175178,
  49.62244704165854,
  20.09959260422476,
  51.788633027790624,
  19.241680398145206,
  52.547969491455746,
  19.22977822852578,
  17.498533240964456,
  10.34822282539723,
  23.006485424508615,
  72.51150201363646,
  88.3909227148055,
  39.72879669658633,
  5.575762390425843,
  89.32092115075307,
  14.763916268626994,
  55.997446633715825,
  12.627848481719347,
  25.15016193084389,
  8.337293666480294,
  80.45782765043538,
  11.378173615263984,
  60.41035754227179,
  12.358387816067015,
  86.45663186736543,
  33.4962275158419,
  47.41988990121652,
  26.99510030436612,
  33.262255437934016,
  8.899601709495586,
  48.45506644087931,
  37.4961925499626,
  31.825499353627393,
  25.060314823299013,
  9.491726873610007,
  217.41407004936053,
  9.18742118061527,
  70.54739429835843,
  5.830944443318758,
  14.877480156035325,
  12.744583106299487,
  34.899110041705455,
  104.356549423839,
  11.17764027229413,
  21.8397182065414,
  17.034032128927592,
  7.541352404602289,
  42.5753544331139,
  5.1496837950812,
  6.276959857924651,
  9.472575287969029,
  5.761297229128108,
  9.068040278422584,
  66.36149325840788,
  19.99533675924703,
  15.821084024172158,
  30.988631913675146,
  27.922739463488906,
  73.92367019637823,
  23.971885136113336,
  69.92521080891635,
  31.661310009815416,
  61.79412269944555,
  13.28329785453313,
  7.539519937322995,
  163.78904660545015,
  15.625782260343044,
  66.09191133656296,
  28.870329069672184,
  27.397417732782532,
  7.225270427338979,
  56.42014923732913,
  12.507101730133073,
  159.9617269544759,
  71.63026880549728,
  9.828830225757711,
  73.5028613138698,
  170.39291066095637,
  85.85829725691109,
  66.50017932530335,
  7.731544640698481,
  6.3027196900746985,
  10.75904142887701,
  44.82338581063857,
  92.65557573797113,
  13.13280622457816,
  17.212986760588777,
  9.054068129290274,
  32.45976645187397,
  22.157433931308596,
  22.06885945388477,
  51.348617607787105,
  66.12522058934827,
  5.214006983770455,
  10.034739590885504,
  8.124781803114008,
  7.074810842097653,
  42.542501303923764,
  34.505674581237926,
  33.81676434983924,
  61.6133674811731,
  96.60885641433879,
  8.89510352991127,
  60.37359271345125,
  12.372870242067783,
  13.086054070565245,
  71.27970405818445,
  15.013887035975085,
  22.183842806463552,
  76.97123155976848,
  64.15033276237067,
  81.29899478995456,
  116.31386504561172,
  7.7931763252858595,
  16.860526896915115,
  21.549438680996825,
  6.373494739349892,
  28.309674935955268,
  8.226368582144943,
  14.368915878980314,
  20.773484840804606,
  64.58972069191604,
  42.05061515614655,
  23.584321936842947,
  51.78457066758918,
  7.937308273208362,
  85.62374257770743,
  28.9396807881578,
  8.427759682648876,
  18.227766363383704,
  18.22037284846835,
  84.11816244127233,
  36.984605194640366,
  22.115122949412328,
  46.401856133367524,
  47.56672687414091,
  46.721461884211635,
  36.900642926641694,
  57.96192416865168,
  36.96868447571089,
  32.39608066014421,
  26.164972631358534,
  29.141017694107585,
  15.534729094584137,
  5.286479092448336,
  28.18743656055042,
  37.97356488564429,
  5.309283971163787,
  44.98836832949902,
  8.292148314290152,
  9.220340284149215,
  58.459502302614375,
  5.895500977754172,
  77.98801042460441,
  20.34656523383861,
  12.626506964661694,
  25.396282200396488,
  106.94537187397427,
  18.01998353965134,
  38.06616589403947,
  40.33955575727988,
  17.664664408414673,
  22.245630537285997,
  120.0109892862474,
  83.24942881473446,
  66.81648325767426,
  11.536240533526435,
  44.026497466173396,
  8.698595170344698,
  153.0225313227429,
  22.376164278753198,
  24.30181623889207,
  42.168101613904746,
  8.639298436601315,
  17.162912033744302,
  9.3759092371886,
  21.391660750712322,
  126.86169151842512,
  47.69288781776685,
  84.6228958146975,
  8.017914583810333,
  25.653871566451812,
  41.10186113560929,
  5.91665673469584,
  78.61593651006125,
  42.89535073890052,
  5.365888390749288,
  6.801319881726919,
  47.18391339092999,
  61.90043347750566,
  15.609805393994728,
  71.27967105162148,
  13.09400732264945,
  11.269083341131406,
  45.52262392150197,
  64.56186867628647,
  6.95631268600118,
  13.604593031232579,
  71.98107600183549,
  8.89876337143761,
  35.518859401895924,
  14.15954662081966,
  9.188997418691644,
  73.16136331328771,
  76.0256713846369,
  11.06940089225245,
  25.81007205083629,
  8.234359658340578,
  12.077563788200688,
  11.783219866165023,
  33.25370356430067,
  11.4179079744334,
  14.294191509231407,
  58.77673690032942,
  30.648242072214842,
  12.231973193613971,
  6.058184692590546,
  6.56832358409026,
  56.85862022671567,
  32.44113991854945,
  66.65652797242352,
  99.81938309550767,
  6.121298058634632,
  85.42964943664511,
  43.02962593536901,
  6.497612350487993,
  13.305648662427075,
  86.55643319522962,
  10.509952686562439,
  61.98566996211677,
  18.917471262624435,
  15.970846730785913,
  42.859534970913764,
  31.90397773780123,
  26.123627740599197,
  45.36491479197616,
  18.25373534559192,
  7.848367188331627,
  69.04256851730177,
  16.739758975990497,
  63.80123955461792,
  52.661264311159826,
  28.48004207561744,
  42.74935010688198,
  37.44820961821061,
  83.22191834608182,
  31.546543708875912,
  31.066998136392915,
  6.442784110779555,
  20.203832644462743,
  11.119304641482397,
  22.494787895656692,
  18.702413838109514,
  58.8627102389369,
  27.54927244430033,
  11.15162888079295,
  84.8549942134175,
  15.151411662998667,
  8.54812351135736,
  48.2637472590005,
  55.10479915972739,
  5.83564339121836,
  41.285227949275736,
  10.249951532397704,
  96.42827514214844,
  68.75115561016389,
  84.58520708385933,
  47.26512383821661,
  28.614054475792585,
  9.761698218400694,
  35.27224412531416,
  28.201660697293487,
  98.21091420755445,
  9.12107706611221,
  20.971384173906404,
  19.07944458937352,
  17.449089564528578,
  6.385869449362723,
  112.72955204722231,
  34.00650986302262,
  30.214662882988364,
  26.925990529969383,
  41.21421947003856,
  21.448847991984977,
  8.749588160975257,
  5.7419112304482125,
  6.649840857226989,
  23.685434553863605,
  10.262461277297767,
  45.51895784571499,
  44.24336394602693,
  22.502896036225426,
  28.177739930936575,
  62.90685624032276,
  28.995387062921726,
  31.381494672523534,
  19.828745142709064,
  ...])

Energy spectrum

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

([6697634.630621537,
  7031669.500292348,
  7197435.9375,
  7416499.52699623,
  7452667.119488316,
  7468902.146282111,
  7604053.396468095,
  7637686.617912435,
  7687894.797545267,
  7766314.820763883,
  7787134.380695958,
  7794565.937950116,
  7811012.703668589,
  7873473.31440164,
  7950422.942792666,
  8035446.875,
  8071546.721999397,
  8143320.957337549,
  8143337.5,
  8146776.340756464,
  8146850.830211028,
  8222323.753215847,
  8269431.468842908,
  8304724.779363784,
  8456880.3891563,
  8482659.63558059,
  8487768.29502916,
  8489696.49166606,
  8637213.16672387,
  8660180.07888072,
  8720269.823810838,
  8829286.640867408,
  8871891.694481919,
  8915114.0625,
  8929178.125,
  8932403.665995317,
  8932408.91836055,
  8958470.56415836,
  8988624.159124834,
  8991289.0625,
  9007781.00770721,
  9009796.875,
  9011879.138063015,
  9021371.46546856,
  9038781.939910892,
  9046345.83096545,
  9046939.494505357,
  9095593.330637537,
  9100174.858729577,
  9117937.263652952,
  9118355.403675908,
  9134515.48121237,
  9135538.02800269,
  9161304.51943046,
  9163613.896158839,
  9163837.001514832,
  9168684.375,
  9219553.125,
  9250622.46751509,
  9258637.770719633,
  9268428.06876657,
  9269828.901234457,
  9275125.756085116,
  9285603.498549888,
  9285700.442086069,
  9285999.079876492,
  9289927.978162855,
  9299935.9375,
  9301771.875,
  9302915.003799012,
  9312941.430367162,
  9314487.065697754,
  9314808.92729871,
  9315832.46926302,
  9316029.01468978,
  9316989.0625,
  9340710.783928469,
  9342376.594421739,
  9368790.625,
  9368829.036215177,
  9370674.68886294,
  9393112.5,
  9393129.433272034,
  9412606.780621272,
  9416326.5625,
  9425414.501498602,
  9426458.967862753,
  9428417.477902276,
  9431219.194149792,
  9433440.625,
  9437349.484083146,
  9437954.272945622,
  9438518.559233217,
  9438931.876512272,
  9439376.454918811,
  9439996.36147766,
  9440135.9375,
  9440943.746236596,
  9445502.063783653,
  9450848.18211512,
  9451372.306340355,
  9479023.516806357,
  9479646.862143168,
  9479975.11516392,
  9480683.078150306,
  9482380.047851726,
  9486078.202613233,
  9495327.15553423,
  9495515.625,
  9505370.208750848,
  9513278.066262733,
  9516694.307303408,
  9528185.9375,
  9528786.470444093,
  9528821.875,
  9529885.733907077,
  9532439.134134108,
  9536433.438422855,
  9537122.901865697,
  9537128.451502135,
  9537176.423233066,
  9538106.581517948,
  9539619.745360453,
  9542832.041112365,
  9542959.678925278,
  9559260.539348803,
  9561782.988414656,
  9571559.12770346,
  9577023.4375,
  9577026.263579845,
  9577027.41832675,
  9585734.68915937,
  9601562.178499324,
  9607522.65459133,
  9616792.497070227,
  9640729.798007816,
  9649008.79815145,
  9657016.05751329,
  9659068.75,
  9659792.172074795,
  9661202.449242491,
  9673334.267445313,
  9674037.83845558,
  9675960.9375,
  9682576.451467605,
  9698698.4375,
  9701250.888083952,
  9701904.905904975,
  9705311.222524356,
  9707093.75,
  9717870.888218436,
  9718799.352655545,
  9719413.626330698,
  9734770.166398816,
  9736339.077583313,
  9738135.246060763,
  9739939.0625,
  9741588.140004566,
  9746124.792824259,
  9754951.5625,
  9801405.72756853,
  9811215.237112243,
  9811646.302009344,
  9816690.625,
  9818563.269031234,
  9820462.847474888,
  9822804.989257626,
  9823776.283880856,
  9838059.524443027,
  9843995.080924515,
  9845441.229742555,
  9846021.861711971,
  9848532.499073267,
  9857427.716313154,
  9857939.934121832,
  9865076.109876612,
  9871434.257291446,
  9882065.183248939,
  9884747.072486166,
  9892206.25,
  9899557.305032125,
  9902701.815131849,
  9903865.546841023,
  9910206.25,
  9930371.875,
  9936986.244989308,
  9937582.631851032,
  9939478.125,
  9944691.869508838,
  9948757.839747664,
  9950435.886812603,
  9953924.91318831,
  9972702.950526372,
  10021792.525090618,
  10037652.103537126,
  10039487.576015374,
  10044112.164097356,
  10050977.899394268,
  10052611.707182173,
  10095884.757540375,
  10100100.690393975,
  10148124.175446287,
  10159454.34245243,
  10174297.953267552,
  10177551.48387362,
  10203389.947922854,
  10204921.875,
  10212989.92702532,
  10224301.961527789,
  10224945.573995711,
  10225421.875,
  10229813.965440566,
  10236936.883459277,
  10240102.469456272,
  10244777.777687198,
  10245916.601652365,
  10258705.141696481,
  10302114.634496097,
  10394563.995736562,
  10399695.948076613,
  10403058.219028592,
  10425929.101211714,
  10441500.651108406,
  10471697.794881662,
  10514007.199088916,
  10536918.75,
  10536964.048425294,
  10542037.593672708,
  10546108.638759974,
  10587190.324143944,
  10588153.125,
  10589345.033620395,
  10601325.65887308,
  10624105.407199193,
  10627418.75,
  10631042.974748446,
  10631806.25,
  10645071.885169681,
  10658715.625,
  10665870.254615523,
  10667853.260840438,
  10677629.266819838,
  10677635.496347597,
  10685496.83621166,
  10708210.281738104,
  10708234.07303163,
  10771568.523037868,
  10771581.51139651,
  10805079.93386412,
  10843679.546192452,
  10843818.46177455,
  10843828.726127055,
  10847645.004197339,
  10847663.989204355,
  10853577.206281355,
  10878147.379165372,
  10900281.825934988,
  10905675.863421522,
  10950400.638634806,
  10965547.573785786,
  11032832.791864462,
  11059671.46998327,
  11211293.321468683,
  11284378.061479531,
  11397671.837337483,
  11470919.024997313,
  11684048.338357093,
  12110309.375,
  14655569.622541867,
  14710065.321993127,
  14804624.74708877,
  14836856.25,
  14837501.493712746,
  14861825.936855715,
  14873368.138779202,
  14891825.097948708,
  14903544.085214732,
  14930994.281824986,
  14933258.429553166,
  14942591.889323248,
  14960390.735545788,
  14960996.702571142,
  14962145.66150892,
  14962978.468142992,
  14963310.9375,
  14964037.520180702,
  14964956.928876381,
  14967554.6875,
  14970515.281695848,
  14972449.436014995,
  14973235.9375,
  14974435.451978933,
  14974805.477377463,
  14977061.364419987,
  14977101.64167089,
  14977137.538104609,
  14981013.036060618,
  14981644.257098109,
  14983081.25,
  14983568.583392106,
  14984150.0,
  14984219.54006991,
  14984355.79342807,
  14984820.023228692,
  14984951.5625,
  14987279.20058508,
  14988287.391614825,
  14988355.738436392,
  14989535.9375,
  14990044.428492267,
  14991150.971066646,
  14991204.77216473,
  14992524.502409989,
  14992936.48211733,
  14992996.875,
  14993839.90325326,
  14994656.25,
  14995286.295379307,
  14995503.946034439,
  14995616.66355991,
  14995891.962943232,
  14996393.880055888,
  14996928.125,
  14997190.625,
  14998474.765540289,
  14998566.335434772,
  14998823.970085023,
  15000568.75,
  15000779.499180486,
  15001657.182002442,
  15001875.547956023,
  15002864.161639845,
  15002927.937051902,
  15003118.039533434,
  15003339.0625,
  15005812.62233905,
  15007001.8804684,
  15007629.686613312,
  15007793.75,
  15008079.196684247,
  15008827.359310066,
  15008863.825550908,
  15009018.75,
  15009205.63864845,
  15010699.019291155,
  15010835.9375,
  15010992.223165317,
  15012116.022763358,
  15012169.922715385,
  15013177.577912087,
  15013441.752489492,
  15013844.424120797,
  15013852.928937482,
  15014084.52520612,
  15015164.0625,
  15015690.39723513,
  15015690.625,
  15015808.310140125,
  15016283.679747218,
  15016658.266088912,
  15016695.286502125,
  15017699.943161007,
  15017828.98725182,
  15018139.389879001,
  15018555.448042933,
  15019489.161637817,
  15019643.808722172,
  15019957.406840526,
  15020176.339783007,
  15022241.494667752,
  15024193.061430698,
  15026494.812700918,
  15026497.21141411,
  15027664.44066027,
  15028034.766275745,
  15028589.170021512,
  15029090.978217373,
  15029178.031603178,
  15029392.70487302,
  15029762.955920829,
  15029924.404460866,
  15029929.6875,
  15030221.454278344,
  15030451.412608508,
  15031399.703988863,
  15032230.779478276,
  15032444.764785012,
  15032553.125,
  15033801.667801347,
  15034233.050658556,
  15034284.500572793,
  15034776.5625,
  15035271.498859039,
  15035953.3914343,
  15036243.75,
  15037036.618704507,
  15037040.684792932,
  15037431.25,
  15037558.426805627,
  15038181.25,
  15038446.230463779,
  15038451.32319077,
  15038938.045535529,
  15038987.771285327,
  15039039.52681559,
  15039128.125,
  15039267.714628361,
  15039630.881112278,
  15039862.5,
  15040185.508441318,
  15040199.168999936,
  15040277.502796644,
  15040500.675068002,
  15040541.902289478,
  15040688.880584195,
  15040739.0625,
  15042024.42622617,
  15042174.206250682,
  15044001.247016735,
  15044948.273250077,
  15045542.855635794,
  15045561.601906436,
  15045850.178623114,
  15047100.0,
  15047568.306239178,
  15047897.498574756,
  15048316.826065093,
  15048475.300580584,
  15049075.620952524,
  15049467.54946048,
  15049850.032380793,
  15049937.334484404,
  15050778.871739827,
  15050821.875,
  15051073.4375,
  15051075.96270564,
  15051152.81003078,
  15051526.230020422,
  15051561.264652926,
  15051574.697176918,
  15052548.433178453,
  15052692.842087524,
  15053158.765627345,
  15053359.002758851,
  15053401.966530548,
  15054318.75,
  15054604.81260562,
  15054732.504742116,
  15054746.402272958,
  15055862.206257349,
  15058898.339051468,
  15059170.3125,
  15059404.17920737,
  15059567.4597492,
  15060260.962025585,
  15061250.52546665,
  15061824.465080593,
  15063064.0625,
  15063103.812041104,
  15063507.8125,
  15065481.16129695,
  15065566.507077502,
  15065597.270231804,
  15065801.454500908,
  15065989.389629455,
  15066129.428634427,
  15067809.375,
  15067820.49952103,
  15068348.263657827,
  15072468.75,
  15073649.670084655,
  15074978.101445483,
  15075106.25,
  15075717.490495654,
  15076498.4375,
  15076724.39408238,
  15079739.0625,
  15081207.8125,
  15081255.259099727,
  15081652.574502837,
  15081851.5625,
  15081919.584005918,
  15082010.736342182,
  15082280.06975882,
  15082608.789559452,
  15083726.159123337,
  15083829.6875,
  15084001.47536533,
  15084339.086608699,
  15086025.99516017,
  15086696.76506015,
  15087451.071128644,
  15087888.942077639,
  15087895.3125,
  15087913.298991831,
  15087967.1875,
  15088496.54355181,
  15088931.235703288,
  15089411.589860613,
  15089431.91654473,
  15090439.0625,
  15090460.40464692,
  15090625.863554124,
  15090627.915730797,
  15091246.361077344,
  15091384.17827009,
  15092353.5311186,
  15092707.323320307,
  15092752.1854531,
  15093432.946901992,
  15094358.680383304,
  15094574.340025416,
  15094881.25,
  15095139.702266647,
  15095392.1875,
  15095703.831030818,
  15095912.507263396,
  15095998.4375,
  15096543.75,
  15096559.109715126,
  15097177.307832556,
  15097384.266352663,
  15097587.5,
  15097940.229195105,
  15098161.612146836,
  15098475.240501245,
  15098731.473011995,
  15099310.214096962,
  15099671.248286834,
  15099746.682749676,
  15099824.487083683,
  15099841.03840176,
  15099850.877142526,
  15100896.024736896,
  15100988.12774077,
  15101148.247998118,
  15101167.901182797,
  15101287.866793308,
  15101410.080719804,
  15101830.43826671,
  15101965.484956812,
  15102259.696117144,
  15103192.1875,
  15103257.8125,
  15103318.909964982,
  15103434.625537168,
  15103627.393703252,
  15104121.875,
  15104200.0,
  15104937.406081688,
  15104960.272300258,
  15104998.52550434,
  15105024.599372385,
  15105034.314048097,
  15105035.335136741,
  15105304.6875,
  15105561.085280681,
  15105588.09333386,
  15105851.519483108,
  15105902.393542452,
  15105925.523764744,
  15105956.301929481,
  15106000.933136594,
  15106287.451229664,
  15106325.845192293,
  15106607.900126899,
  15106688.756815897,
  15106856.25,
  15106885.015971845,
  15107045.561165847,
  15107210.140749263,
  15107824.420384837,
  15108046.352748932,
  15108117.059602533,
  15109202.476854699,
  15109287.112560363,
  15109328.551307898,
  15109346.505582524,
  15109675.0,
  15110051.003424617,
  15110255.825110147,
  15110403.83149916,
  15111005.443829695,
  15112050.037980719,
  15112178.125,
  15112807.130044306,
  15112830.547174063,
  15113085.9375,
  15113337.5,
  15114830.17623698,
  15115253.125,
  15116103.607000673,
  15116117.65725381,
  15116227.8571401,
  15116690.551204246,
  15116859.056332504,
  15117071.260664508,
  15117073.012862386,
  15117093.128864195,
  15117510.9375,
  15117677.888361212,
  15117904.491961397,
  15119020.543205857,
  15119339.534187376,
  15120181.25,
  15120642.576123837,
  15121107.64786279,
  15121157.106930574,
  15121901.002942124,
  15121939.0625,
  15122176.436448505,
  15122189.699399503,
  15122577.301639372,
  15123076.079831313,
  15123182.65110186,
  15123493.75,
  15124539.828972526,
  15124546.393271672,
  15124952.063438097,
  15126377.620859882,
  15127298.14515204,
  15127732.731829043,
  15128555.321310367,
  15128929.707469808,
  15129409.663508408,
  15129788.449932795,
  15129839.0625,
  15130990.296211451,
  15131166.8889146,
  15131555.930272477,
  15131798.076473279,
  15131909.381069079,
  15132028.78674722,
  15132532.431763247,
  15133802.405137189,
  15133892.1875,
  15134051.05041396,
  15134872.545866802,
  15135028.42021008,
  15135132.601859698,
  15135288.603803324,
  15135469.9794703,
  15136325.0,
  15136407.493137185,
  15136751.410375206,
  15136986.553443873,
  15137049.893217888,
  15137575.734680409,
  15137661.476425555,
  15138040.105117582,
  15138104.069597725,
  15139327.13569351,
  15139720.3125,
  15139800.0,
  15140065.004099825,
  15140075.91438233,
  15140256.071267202,
  15140592.722121011,
  15140620.02709843,
  15140734.30452917,
  15140899.75588787,
  15141417.1875,
  15141682.8125,
  15142080.909822218,
  15142200.913076706,
  15142243.255337695,
  15142416.515399456,
  15142556.476392752,
  15142628.298976548,
  15142745.3125,
  15142917.311478442,
  15142998.108373458,
  15143143.5255049,
  15143191.432794448,
  15144014.0625,
  15144148.787732957,
  15144507.35971835,
  15144530.112804832,
  15145548.384759745,
  15146444.112050645,
  15146870.3125,
  15147250.435694693,
  15147724.891174862,
  15147995.18834862,
  15148048.491077576,
  15148215.625,
  15148446.263028774,
  15149127.739872634,
  15149673.38201279,
  15150057.751430316,
  15150331.25,
  15150343.75,
  15151112.180698171,
  15151118.928463701,
  15151225.431791222,
  15151362.354002712,
  15151605.845495984,
  15151916.60795339,
  15152548.641860573,
  15152654.814395767,
  15152733.058438595,
  15153099.791694164,
  15153228.672870338,
  15153424.102936275,
  15153538.474152282,
  15153939.972958283,
  15154198.4375,
  15154658.615215102,
  15154698.4375,
  15155536.738633038,
  15155581.790535565,
  15156011.936651217,
  15156154.326912224,
  15156215.625,
  15156968.697994642,
  15157450.0,
  15158110.224150814,
  15158167.1875,
  15158432.76511281,
  15158585.9375,
  15158931.999859512,
  15159495.114689544,
  15159509.469689617,
  15159886.732058482,
  15159889.217041343,
  15160162.5,
  15160245.97906147,
  15160630.67689607,
  15161037.332721416,
  15161644.295698857,
  15161831.16762199,
  15162248.258627174,
  15162497.87850561,
  15162657.256617418,
  15163181.25,
  15163241.295024088,
  15163253.679089323,
  15163298.621210823,
  15163341.603833383,
  15163510.762165196,
  15163829.020688882,
  15163859.601669775,
  15163876.984844642,
  15164096.140338339,
  15164532.770675406,
  15165558.578894852,
  15165872.828012647,
  15165928.885310642,
  15166074.017745351,
  15166517.01309246,
  15167137.5,
  15167533.688849248,
  15167539.139373315,
  15167629.849868694,
  15168207.074159622,
  15168305.92119687,
  15168398.4375,
  15170139.739240509,
  15172123.650593065,
  15178015.625,
  15183770.281339116,
  15184059.375,
  15184210.65461754,
  15184232.8125,
  15184378.609636525,
  15185189.090695541,
  15185785.42181686,
  15185988.882825399,
  15186451.408890985,
  15186464.231145516,
  15186689.95146922,
  15186917.1875,
  15187327.089276649,
  15187545.693250824,
  15187626.5625,
  15187652.296009919,
  15187922.793053856,
  15188076.5625,
  15188242.722505415,
  15189281.657823293,
  15189726.5625,
  15189816.942899048,
  15189858.674482808,
  15189972.216343446,
  15189989.338571502,
  15190509.12560077,
  15190573.4375,
  15190595.3125,
  15191272.865392705,
  15192355.178321319,
  15192884.027727468,
  15193028.125,
  15193029.654257854,
  15193240.180843107,
  15193415.625,
  15193439.0625,
  15193447.285464829,
  15193671.04163536,
  15193784.055975461,
  15193818.569548542,
  15193863.75639948,
  15193899.950604325,
  15194289.300801545,
  15194352.671505902,
  15194462.956432613,
  15194469.747125115,
  15194762.5,
  15194762.897462975,
  15195450.972468667,
  15195542.1875,
  15195707.831360398,
  15195756.228079211,
  15195918.28945828,
  15196015.625,
  15196300.0,
  15196607.279774074,
  15196702.0587971,
  15196764.983714474,
  15196771.432458254,
  15197167.984932525,
  15197185.46637749,
  15197256.134382157,
  15197262.513973467,
  15197272.049933057,
  15197274.011673836,
  15197315.310331197,
  15197562.186858958,
  15197964.905592604,
  15197968.025465183,
  15198017.415093757,
  15198235.9375,
  15198239.32026519,
  15198245.970721962,
  15198402.219590804,
  15198621.48509841,
  15198679.848678242,
  15199005.810173232,
  15199303.125,
  15199325.0,
  15199360.763698762,
  15199376.5625,
  15199398.4375,
  15199539.390796542,
  15199750.0,
  15199852.49514186,
  15199867.1875,
  15200103.011103634,
  15200127.975093203,
  15200238.615159139,
  15200297.107839487,
  15200300.578076312,
  15200603.125,
  15200739.073019983,
  15200776.428164203,
  15201168.076894207,
  15201176.044151708,
  15201343.75,
  15201427.501834491,
  15201810.160525586,
  15202069.541808821,
  15202116.233262572,
  15202370.93846704,
  15203470.3125,
  15203958.717605678,
  15204463.85649657,
  15204786.858163424,
  15204845.532603245,
  15205318.75,
  15205606.25,
  15205758.059036724,
  15205810.9375,
  15205841.330541505,
  15205945.3125,
  15206176.412256805,
  15206199.216982715,
  15206212.5,
  15206295.924824962,
  15206472.356875084,
  15206653.177170394,
  15206851.05227069,
  15207164.0625,
  15207245.3125,
  15207337.124307178,
  15207485.392379915,
  15207557.64818806,
  15207717.1875,
  15207766.922517525,
  15207987.5,
  15208306.25,
  15208410.058141772,
  15208453.31149981,
  15209016.111536259,
  15209073.242433652,
  15209193.914941292,
  15210654.37681064,
  15211111.358422384,
  15211189.32693477,
  15211432.8125,
  15211605.53577884,
  15211616.519686054,
  15211679.761916095,
  15211993.291408436,
  15212157.252317414,
  15212184.375,
  15212218.465331556,
  15212327.951640997,
  15212403.991256194,
  15212420.3125,
  15212617.149874663,
  15212805.283202227,
  15212831.149932852,
  15212870.845624484,
  15212930.990644323,
  15213057.8125,
  15213462.678053277,
  15213820.030197477,
  15214162.880790913,
  15214429.075673329,
  15214546.462361993,
  15214657.519838136,
  15214658.311839744,
  15214738.5044101,
  15214850.082166275,
  15214890.625,
  15214894.947909934,
  15215187.813308785,
  15215305.53277045,
  15215393.155742403,
  15215773.504289905,
  15215832.305035409,
  15215849.843246756,
  15215968.315232703,
  15215986.717234798,
  15216052.321197446,
  15216489.308665777,
  15217031.25,
  15217033.88214348,
  15217126.108584309,
  15217198.4375,
  15217379.733311968,
  15217460.005441604,
  15217814.0625,
  15217855.090891173,
  15218079.525240649,
  15218466.649923377,
  15218623.963117726,
  15218785.29723711,
  15219025.934421442,
  15219102.967995247,
  15219240.625,
  15219254.6875,
  15219291.898909427,
  15219371.235255733,
  15219399.9946179,
  15219501.1573752,
  15219674.92437963,
  15219698.93683544,
  15220116.06758018,
  15220407.530762633,
  15220813.521519013,
  15221031.304001488,
  15221108.276374074,
  15221365.625,
  15221398.4375,
  15221715.913548373,
  15221882.8125,
  15222171.230086634,
  15222214.0625,
  15223005.230821902,
  15223304.6875,
  15223347.577125411,
  15223443.75,
  15223498.906028524,
  15223589.606962368,
  15223889.045960434,
  15223981.25,
  15223984.115322903,
  15223986.946060186,
  15224177.343430448,
  15224320.844582314,
  15224368.072391879,
  15224475.532211721,
  15224498.383885114,
  15224512.411060622,
  15224697.962650703,
  15225216.487877086,
  15225368.636418382,
  15226221.09620094,
  15226313.038538411,
  15226319.715179652,
  15226445.007370086,
  15226452.490619909,
  15226555.810257634,
  15226668.05517316,
  15227038.658100476,
  15227214.044719897,
  15227445.218151988,
  15227579.6875,
  15227896.875,
  15227922.752732147,
  ...],
 [11.552235946321268,
  18.592402196962723,
  63.6960187745499,
  59.31214002871498,
  38.224729307153794,
  73.22281104149252,
  21.83627675701644,
  17.93450904839886,
  13.799022637080288,
  40.60536362362106,
  9.336224076387847,
  5.253989364634291,
  53.797918362229495,
  26.308066865469787,
  34.22727312897779,
  78.13451448340665,
  38.15075071848812,
  24.640380595758955,
  84.72176726920203,
  73.29901957223151,
  6.625616447029889,
  5.727149999801128,
  5.04525122726903,
  24.82035628000873,
  25.036943321019095,
  32.04930854807458,
  117.51864883161474,
  43.04605212139491,
  32.06959294304795,
  16.677454394408883,
  129.0190602472691,
  54.80093958509391,
  115.05239082727294,
  72.7298250185363,
  37.63768957379344,
  60.3092195942456,
  15.833781058909798,
  106.2075493297582,
  21.346486055477136,
  95.35545619739887,
  10.768991405292855,
  32.07767974208159,
  114.31510156759012,
  37.18508380936863,
  56.980904390897805,
  51.459895891670094,
  52.486165689304514,
  5.444050386645404,
  26.014733481803617,
  9.139246365800885,
  14.963571869291666,
  51.527080116782344,
  14.2841686633973,
  66.20515306113818,
  58.1104169121973,
  8.942705488047228,
  67.47944181519586,
  34.386571594425554,
  50.583395819531304,
  16.084584650637613,
  27.459324469325416,
  18.671119409780104,
  18.898673101664222,
  148.57726640136121,
  62.27310678125323,
  35.14465604745278,
  10.905693927177943,
  35.512920357166585,
  59.75226606592565,
  8.856121741132023,
  57.68207186298227,
  5.679664327971365,
  72.19672873958768,
  21.943756942839066,
  83.60135117478356,
  51.986792159701984,
  102.93641982713983,
  20.27309114850053,
  51.52483802934708,
  12.929967762128756,
  10.673878257917522,
  28.58879878061275,
  86.02514774363993,
  6.874275615476064,
  92.97432338205618,
  121.1415829063444,
  9.009342135252696,
  58.29576426112073,
  56.87829204192429,
  36.65831252977001,
  17.220558962221105,
  42.91137124876333,
  7.072191824071776,
  64.50447212216264,
  14.5467247304382,
  18.43032643367228,
  51.916197032183966,
  33.945560816173696,
  17.27204579557958,
  36.57287585250384,
  11.876229518019287,
  60.836690263228604,
  28.27295692957237,
  31.401550831946587,
  7.1930789867995575,
  82.87226267458493,
  8.328051422606093,
  47.24912889261378,
  36.71222345018297,
  14.560281442783197,
  12.158681552260436,
  19.64107278711947,
  80.48365492007159,
  25.596903400503468,
  66.61613807482598,
  41.621230233377574,
  36.269602219497415,
  12.270727950347624,
  21.14484459335837,
  29.440287019166483,
  14.43599185030699,
  11.688694498703553,
  20.84851052060979,
  112.4753100529527,
  8.454114641759272,
  22.573049394196225,
  6.515025562992096,
  49.911720264092835,
  69.18948110761431,
  60.31570483988581,
  19.652593030658,
  84.00520300341074,
  13.843027672184656,
  27.31877151426592,
  21.213333416746917,
  26.40718528294849,
  20.759283733579018,
  25.609371294570447,
  71.966794403468,
  28.223189419945566,
  10.213621674636236,
  32.524767073286114,
  6.1240173010717625,
  51.17689004249856,
  26.50726076771907,
  36.83903478586124,
  19.913406630820813,
  7.6841884424932125,
  5.725141053126281,
  32.81799303542259,
  26.071545732218944,
  43.45583509273288,
  23.78872471341863,
  10.906770476246914,
  6.766521575319527,
  8.808013324374096,
  41.93200621876911,
  39.667186802566135,
  6.722838569096301,
  86.33165212307227,
  10.39876170330323,
  134.76218284106568,
  6.654262235874695,
  110.26634609478522,
  18.99231070454137,
  34.755443853932036,
  16.231580299458546,
  7.050087851651333,
  90.74523439371954,
  24.66597350682726,
  40.79178910987337,
  28.264587134758422,
  13.867821248997506,
  82.43953026843386,
  5.5004639305312315,
  17.825301162425607,
  98.86241786581486,
  36.505245639677355,
  32.57192500999257,
  81.24576575133113,
  7.429458672155804,
  6.8150128636954905,
  16.3412784651445,
  48.72638854731474,
  47.989382376184686,
  180.64276006564182,
  10.856612267767618,
  53.69998565273843,
  10.66456256664155,
  66.99754669537997,
  27.560256239378294,
  45.00704284798648,
  47.666231836552896,
  5.353624307482157,
  59.59942116274695,
  9.39651632964969,
  13.799120669421141,
  24.749933269873164,
  10.079711156455394,
  97.63758563002182,
  7.87360721582249,
  69.9525418289368,
  11.424122043106955,
  35.60951026326637,
  84.13091265104234,
  12.865897423490097,
  29.65273238362188,
  19.7220608405321,
  9.693245151415873,
  16.041597937469817,
  58.01553523033946,
  18.508851163039047,
  108.99419858612238,
  20.07015768907995,
  5.5164584849739065,
  34.038438869107075,
  17.01042385025018,
  35.32597317608901,
  16.398199593441895,
  18.081234415535963,
  11.828728180173847,
  20.673451261145495,
  14.18387208837585,
  82.18544756827367,
  55.50996789719474,
  95.31999659240834,
  58.409324013039935,
  23.688407075520555,
  20.669458195264163,
  25.226707644603927,
  29.2938321715479,
  30.22245738460604,
  24.77722098133215,
  49.492805920964344,
  60.595355967462915,
  8.751930933897723,
  59.2307000768714,
  19.563079359732065,
  40.003141295046944,
  35.27137851420357,
  6.102340268979436,
  17.00035809167681,
  12.2102626391169,
  57.170918811774676,
  81.39333224262333,
  75.27353162263539,
  36.68791444205141,
  16.041137338409094,
  24.581802387640025,
  78.9886531476607,
  20.97680139621847,
  94.93553736201146,
  47.547729436071336,
  7.102316837008302,
  12.309012675798073,
  5.483830126367221,
  17.224899655573022,
  117.3366377933163,
  22.52610668108916,
  21.474522814853174,
  34.910447495190276,
  46.49970789964506,
  13.526138635668742,
  33.39492719079187,
  7.111586395942803,
  17.96597372697542,
  31.694107693033125,
  68.90596119291352,
  7.95256692941694,
  23.71240886175512,
  67.06493211429188,
  52.65548226384648,
  9.273909145481579,
  51.154503030295814,
  35.27804093311787,
  9.415620724109067,
  16.4581337641842,
  17.447590258337915,
  9.914012710477225,
  5.792242313771569,
  37.134071280614975,
  9.189739817009382,
  70.14914464755824,
  16.79333298250776,
  31.333278007294936,
  14.516565611835748,
  5.865979008039064,
  51.00941533308557,
  47.41551677667906,
  7.411242198582101,
  49.04511246658413,
  85.59212626115156,
  12.63665537034409,
  11.86772281661842,
  25.88544656949609,
  7.131504354384353,
  17.954887788293096,
  24.7964161102006,
  50.567369214480244,
  8.200394506756691,
  52.525351942724186,
  76.26198652166839,
  21.937540807119777,
  18.83768957056511,
  37.864379697635954,
  21.624631603993766,
  10.962417039645912,
  28.06981733240218,
  51.058714879710124,
  18.3616055588441,
  6.6509091392718105,
  12.20721272670642,
  15.935357899484371,
  17.522541514873552,
  68.63732562830467,
  18.512058254842053,
  41.10329941531541,
  61.086870055193884,
  110.53025835537011,
  6.99021374850034,
  49.68447673248205,
  15.461528640264293,
  64.48196894815813,
  60.956100670530105,
  9.140722246798514,
  12.455225697628036,
  8.58983903517124,
  60.623580906097956,
  32.941170845709195,
  20.283125504817665,
  74.99364445961434,
  7.1477586699995825,
  5.065494424981771,
  47.41679602342402,
  38.22997707339536,
  17.617367706173205,
  29.447554012011928,
  11.126321135230706,
  48.24121849754805,
  50.14135460053751,
  57.52449237693115,
  20.046134358695657,
  88.57662706276678,
  7.39613958065662,
  9.87708185585321,
  61.36358154172888,
  7.130858650611524,
  11.812090164289248,
  66.06737848193836,
  5.377963276095936,
  8.069195776905746,
  28.30076932149545,
  25.175855899266093,
  7.161504110452984,
  77.81342961664855,
  36.67494508769004,
  40.68324223140099,
  6.332187856595768,
  15.445494228902643,
  9.746836601840076,
  58.58159967703988,
  8.256746899014868,
  19.70384364632443,
  16.35572338017142,
  46.52696594108669,
  7.639492061014603,
  7.136973962221531,
  21.44738511139555,
  23.542456115599055,
  6.6326455737911765,
  10.19866215097577,
  10.427082706674076,
  7.729620081119294,
  44.629565728987956,
  6.8442194140145665,
  20.05543027284523,
  52.696124475194,
  20.78310708176259,
  34.52189024303589,
  32.85333760703978,
  61.276080459090295,
  67.97304739455019,
  22.322159729140207,
  6.73394635094938,
  31.26228644532617,
  80.44796043395678,
  65.07393670075137,
  36.90278231933393,
  6.280594738215589,
  34.454327943238205,
  132.4195776488461,
  45.927175671424784,
  44.56199435471164,
  11.57136660498798,
  40.28083191921684,
  18.37970960639471,
  9.382478443153811,
  65.6000084265191,
  72.39726136712889,
  49.235904663221376,
  120.45199398444872,
  34.364126563226975,
  60.51766691374033,
  11.579982364751404,
  11.940299656844026,
  39.49420744425465,
  39.4764999939637,
  13.70007188264425,
  91.79777489037502,
  29.188302416591952,
  10.037342858862516,
  20.35492764203589,
  69.30192653028843,
  91.42736017132117,
  14.290683466132377,
  51.08559286783408,
  42.802495619310285,
  10.07867004907286,
  50.71246712928455,
  19.677853240610084,
  52.14807557275313,
  5.4910250088463055,
  6.290033003112997,
  49.443437269462294,
  87.33944862380521,
  43.55246032888088,
  13.722269715307222,
  61.00337542089294,
  5.995369701018507,
  7.739617862893747,
  36.489212542784244,
  55.26310582604011,
  40.45421277404275,
  45.40561457471565,
  100.65773976386365,
  33.027508387377,
  64.93996887564083,
  23.344540494592657,
  7.210190317457469,
  47.457586121319,
  72.09860568678123,
  18.20403877279973,
  41.17565325256531,
  12.575967847481683,
  8.512452558466826,
  36.336262426916,
  64.67376451874719,
  5.6874474775352,
  13.401366075126132,
  72.2010917186436,
  28.72482062057442,
  110.24939842291217,
  41.624150059738156,
  58.78009471774744,
  15.035820779396756,
  12.062042897901991,
  5.378410865170172,
  37.55807721419444,
  6.162583379748287,
  85.54695260214629,
  10.991832186933715,
  61.251394011772184,
  112.35155107675234,
  9.24172337827113,
  18.748773535033344,
  10.745834984251966,
  55.82641500493676,
  89.71066773840157,
  5.801228440017122,
  61.37167570584143,
  18.3316585400985,
  6.7588131851045565,
  30.064031292404046,
  39.68241317975104,
  35.66489186249954,
  6.396125696716926,
  81.48982816282869,
  31.089226198061173,
  17.683477566830877,
  21.308988780890772,
  97.18069635631448,
  10.15252907983349,
  25.101133509283358,
  16.63055090606545,
  28.82987181053063,
  13.598700733139571,
  73.50591352731571,
  56.75335745538939,
  41.57498428192235,
  31.595751732360803,
  26.525475748394076,
  8.042769696889627,
  56.2724586388345,
  119.84696543675281,
  19.21369976620904,
  34.48110719947545,
  61.93088783980262,
  14.887295620226936,
  8.66456717765176,
  18.282408984186407,
  89.9186600125933,
  13.236960832134978,
  5.372409717467386,
  8.17892807636626,
  21.355329591375533,
  10.833525414796334,
  7.75703915103503,
  13.355778319000311,
  18.00088515438833,
  18.460766810240656,
  12.822870666761961,
  31.33861360551975,
  60.965539642301735,
  6.157255877568569,
  29.01597053487733,
  18.547621665843657,
  6.764957515744565,
  53.512830169661115,
  52.928589329963955,
  18.19683926392155,
  6.366193833494221,
  42.73095265736951,
  29.184899517871315,
  22.599532725582364,
  35.837079358464116,
  49.77198111302857,
  27.789988187022665,
  12.753187222750647,
  6.644521814716444,
  14.256100025134646,
  13.290809939922196,
  14.314822322354653,
  49.21301633959644,
  30.416436372682806,
  18.031248076732254,
  31.24418626398074,
  83.49455743657991,
  11.753890548096651,
  12.444706761123225,
  18.86055157638378,
  33.52215452417432,
  9.618533876526184,
  53.817857431141235,
  97.30535378133531,
  18.28500823730524,
  24.033112380215634,
  29.566365621020786,
  82.07082182859894,
  39.96251429606743,
  54.694809309874714,
  6.956920944461463,
  18.799577105497086,
  18.81270707079253,
  64.25836258806801,
  6.648926530245648,
  109.84067248406448,
  11.366830735431341,
  39.943838660065204,
  7.110189550631115,
  19.458058991036694,
  17.400800740861154,
  5.81783262096527,
  40.767144342239206,
  73.90987916886283,
  8.79055222679596,
  6.500915809217212,
  82.60889668124805,
  54.30243387442424,
  18.11586427701742,
  9.550903864777842,
  95.5958399654813,
  13.113162408709398,
  13.26551593176337,
  68.18598779572508,
  7.384510042785725,
  8.091795506534266,
  11.866546406539056,
  6.050507459487185,
  57.637974530286414,
  6.981854092725665,
  22.27657992957216,
  42.737230128930435,
  6.008093551938735,
  20.21549375479399,
  52.83310527627664,
  12.852656848487081,
  39.80544176623102,
  35.249944505221016,
  32.5485424785864,
  17.201285196426603,
  42.54666011025446,
  46.21917672530802,
  11.950970736487053,
  24.17015605545408,
  58.491345596631696,
  7.49190883363841,
  13.023448453910506,
  39.21390831403457,
  69.78814423723037,
  80.3094962029777,
  5.601085494176192,
  54.5402489555603,
  12.26621183426207,
  22.034154101712772,
  70.46266439054253,
  105.56474945836896,
  35.403394195759574,
  19.66137353678482,
  6.981739661094978,
  53.02089431121456,
  28.402791858496098,
  15.285172232322724,
  8.720370058781583,
  21.667749285632826,
  7.079661608390697,
  40.16181227858156,
  18.973708535229562,
  21.677327089558638,
  19.90982935022405,
  80.77534784461461,
  42.6577918530575,
  72.1266464143709,
  68.4464689649381,
  42.885082366141845,
  30.638030145657797,
  6.1927875502003,
  58.19987842388717,
  28.591455789055644,
  10.691009023160305,
  8.124439913692623,
  10.606691279761662,
  79.07675560561128,
  23.0359328407759,
  28.495465343381028,
  10.16244088729665,
  32.66556869971322,
  5.27552708680964,
  46.38790998608994,
  107.0282850533596,
  24.54005803323695,
  29.28980879501471,
  24.709883751187512,
  48.37363991572095,
  53.97295087445383,
  5.697144300650168,
  27.208579203407915,
  17.59577960410205,
  21.762652989810075,
  8.593730157174708,
  56.46880090174807,
  44.64936236709363,
  35.20017207920392,
  53.34313314667493,
  69.22270459724776,
  45.5698328129647,
  74.5158462211528,
  74.48871761615824,
  17.463899525866314,
  5.519387593504965,
  8.249659456248876,
  7.0587272116040545,
  50.3676143514919,
  123.18215637336176,
  23.250743527236963,
  27.01354120951178,
  108.74750324682671,
  12.878185238504285,
  11.501025224776397,
  15.648855445409819,
  48.55204209890505,
  15.436095130416248,
  31.19849646615409,
  14.149724092384414,
  20.54297799455238,
  50.837330353614604,
  16.468664548274152,
  21.977425351571142,
  6.851493445621276,
  14.744227762311438,
  11.745057943995997,
  42.101734648874434,
  9.729142621279514,
  26.544091214040918,
  9.228586992717332,
  89.9130532758399,
  48.7323146566274,
  20.44440209272836,
  9.025687184514638,
  14.734153334477774,
  30.00779022211312,
  67.22669709054747,
  44.53048536128719,
  9.075260323928877,
  9.487005085334088,
  16.889617843870507,
  23.063551254051927,
  22.50172741327821,
  29.798541240587156,
  15.782182028960637,
  5.403347396056817,
  15.96980466293659,
  24.997206659473026,
  9.842014256991012,
  19.21165226175178,
  49.62244704165854,
  20.09959260422476,
  51.788633027790624,
  19.241680398145206,
  52.547969491455746,
  19.22977822852578,
  17.498533240964456,
  10.34822282539723,
  23.006485424508615,
  72.51150201363646,
  88.3909227148055,
  39.72879669658633,
  5.575762390425843,
  89.32092115075307,
  14.763916268626994,
  55.997446633715825,
  12.627848481719347,
  25.15016193084389,
  8.337293666480294,
  80.45782765043538,
  11.378173615263984,
  60.41035754227179,
  12.358387816067015,
  86.45663186736543,
  33.4962275158419,
  47.41988990121652,
  26.99510030436612,
  33.262255437934016,
  8.899601709495586,
  48.45506644087931,
  37.4961925499626,
  31.825499353627393,
  25.060314823299013,
  9.491726873610007,
  217.41407004936053,
  9.18742118061527,
  70.54739429835843,
  5.830944443318758,
  14.877480156035325,
  12.744583106299487,
  34.899110041705455,
  104.356549423839,
  11.17764027229413,
  21.8397182065414,
  17.034032128927592,
  7.541352404602289,
  42.5753544331139,
  5.1496837950812,
  6.276959857924651,
  9.472575287969029,
  5.761297229128108,
  9.068040278422584,
  66.36149325840788,
  19.99533675924703,
  15.821084024172158,
  30.988631913675146,
  27.922739463488906,
  73.92367019637823,
  23.971885136113336,
  69.92521080891635,
  31.661310009815416,
  61.79412269944555,
  13.28329785453313,
  7.539519937322995,
  163.78904660545015,
  15.625782260343044,
  66.09191133656296,
  28.870329069672184,
  27.397417732782532,
  7.225270427338979,
  56.42014923732913,
  12.507101730133073,
  159.9617269544759,
  71.63026880549728,
  9.828830225757711,
  73.5028613138698,
  170.39291066095637,
  85.85829725691109,
  66.50017932530335,
  7.731544640698481,
  6.3027196900746985,
  10.75904142887701,
  44.82338581063857,
  92.65557573797113,
  13.13280622457816,
  17.212986760588777,
  9.054068129290274,
  32.45976645187397,
  22.157433931308596,
  22.06885945388477,
  51.348617607787105,
  66.12522058934827,
  5.214006983770455,
  10.034739590885504,
  8.124781803114008,
  7.074810842097653,
  42.542501303923764,
  34.505674581237926,
  33.81676434983924,
  61.6133674811731,
  96.60885641433879,
  8.89510352991127,
  60.37359271345125,
  12.372870242067783,
  13.086054070565245,
  71.27970405818445,
  15.013887035975085,
  22.183842806463552,
  76.97123155976848,
  64.15033276237067,
  81.29899478995456,
  116.31386504561172,
  7.7931763252858595,
  16.860526896915115,
  21.549438680996825,
  6.373494739349892,
  28.309674935955268,
  8.226368582144943,
  14.368915878980314,
  20.773484840804606,
  64.58972069191604,
  42.05061515614655,
  23.584321936842947,
  51.78457066758918,
  7.937308273208362,
  85.62374257770743,
  28.9396807881578,
  8.427759682648876,
  18.227766363383704,
  18.22037284846835,
  84.11816244127233,
  36.984605194640366,
  22.115122949412328,
  46.401856133367524,
  47.56672687414091,
  46.721461884211635,
  36.900642926641694,
  57.96192416865168,
  36.96868447571089,
  32.39608066014421,
  26.164972631358534,
  29.141017694107585,
  15.534729094584137,
  5.286479092448336,
  28.18743656055042,
  37.97356488564429,
  5.309283971163787,
  44.98836832949902,
  8.292148314290152,
  9.220340284149215,
  58.459502302614375,
  5.895500977754172,
  77.98801042460441,
  20.34656523383861,
  12.626506964661694,
  25.396282200396488,
  106.94537187397427,
  18.01998353965134,
  38.06616589403947,
  40.33955575727988,
  17.664664408414673,
  22.245630537285997,
  120.0109892862474,
  83.24942881473446,
  66.81648325767426,
  11.536240533526435,
  44.026497466173396,
  8.698595170344698,
  153.0225313227429,
  22.376164278753198,
  24.30181623889207,
  42.168101613904746,
  8.639298436601315,
  17.162912033744302,
  9.3759092371886,
  21.391660750712322,
  126.86169151842512,
  47.69288781776685,
  84.6228958146975,
  8.017914583810333,
  25.653871566451812,
  41.10186113560929,
  5.91665673469584,
  78.61593651006125,
  42.89535073890052,
  5.365888390749288,
  6.801319881726919,
  47.18391339092999,
  61.90043347750566,
  15.609805393994728,
  71.27967105162148,
  13.09400732264945,
  11.269083341131406,
  45.52262392150197,
  64.56186867628647,
  6.95631268600118,
  13.604593031232579,
  71.98107600183549,
  8.89876337143761,
  35.518859401895924,
  14.15954662081966,
  9.188997418691644,
  73.16136331328771,
  76.0256713846369,
  11.06940089225245,
  25.81007205083629,
  8.234359658340578,
  12.077563788200688,
  11.783219866165023,
  33.25370356430067,
  11.4179079744334,
  14.294191509231407,
  58.77673690032942,
  30.648242072214842,
  12.231973193613971,
  6.058184692590546,
  6.56832358409026,
  56.85862022671567,
  32.44113991854945,
  66.65652797242352,
  99.81938309550767,
  6.121298058634632,
  85.42964943664511,
  43.02962593536901,
  6.497612350487993,
  13.305648662427075,
  86.55643319522962,
  10.509952686562439,
  61.98566996211677,
  18.917471262624435,
  15.970846730785913,
  42.859534970913764,
  31.90397773780123,
  26.123627740599197,
  45.36491479197616,
  18.25373534559192,
  7.848367188331627,
  69.04256851730177,
  16.739758975990497,
  63.80123955461792,
  52.661264311159826,
  28.48004207561744,
  42.74935010688198,
  37.44820961821061,
  83.22191834608182,
  31.546543708875912,
  31.066998136392915,
  6.442784110779555,
  20.203832644462743,
  11.119304641482397,
  22.494787895656692,
  18.702413838109514,
  58.8627102389369,
  27.54927244430033,
  11.15162888079295,
  84.8549942134175,
  15.151411662998667,
  8.54812351135736,
  48.2637472590005,
  55.10479915972739,
  5.83564339121836,
  41.285227949275736,
  10.249951532397704,
  96.42827514214844,
  68.75115561016389,
  84.58520708385933,
  47.26512383821661,
  28.614054475792585,
  9.761698218400694,
  35.27224412531416,
  28.201660697293487,
  98.21091420755445,
  9.12107706611221,
  20.971384173906404,
  19.07944458937352,
  17.449089564528578,
  6.385869449362723,
  112.72955204722231,
  34.00650986302262,
  30.214662882988364,
  26.925990529969383,
  41.21421947003856,
  21.448847991984977,
  8.749588160975257,
  5.7419112304482125,
  6.649840857226989,
  23.685434553863605,
  10.262461277297767,
  45.51895784571499,
  44.24336394602693,
  22.502896036225426,
  28.177739930936575,
  62.90685624032276,
  28.995387062921726,
  31.381494672523534,
  19.828745142709064,
  ...])

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);

([6697634.630621537,
  7031669.500292348,
  7197435.9375,
  7416499.52699623,
  7452667.119488316,
  7468902.146282111,
  7604053.396468095,
  7637686.617912435,
  7687894.797545267,
  7766314.820763883,
  7787134.380695958,
  7794565.937950116,
  7811012.703668589,
  7873473.31440164,
  7950422.942792666,
  8035446.875,
  8071546.721999397,
  8143320.957337549,
  8143337.5,
  8146776.340756464,
  8146850.830211028,
  8222323.753215847,
  8269431.468842908,
  8304724.779363784,
  8456880.3891563,
  8482659.63558059,
  8487768.29502916,
  8489696.49166606,
  8637213.16672387,
  8660180.07888072,
  8720269.823810838,
  8829286.640867408,
  8871891.694481919,
  8915114.0625,
  8929178.125,
  8932403.665995317,
  8932408.91836055,
  8958470.56415836,
  8988624.159124834,
  8991289.0625,
  9007781.00770721,
  9009796.875,
  9011879.138063015,
  9021371.46546856,
  9038781.939910892,
  9046345.83096545,
  9046939.494505357,
  9095593.330637537,
  9100174.858729577,
  9117937.263652952,
  9118355.403675908,
  9134515.48121237,
  9135538.02800269,
  9161304.51943046,
  9163613.896158839,
  9163837.001514832,
  9168684.375,
  9219553.125,
  9250622.46751509,
  9258637.770719633,
  9268428.06876657,
  9269828.901234457,
  9275125.756085116,
  9285603.498549888,
  9285700.442086069,
  9285999.079876492,
  9289927.978162855,
  9299935.9375,
  9301771.875,
  9302915.003799012,
  9312941.430367162,
  9314487.065697754,
  9314808.92729871,
  9315832.46926302,
  9316029.01468978,
  9316989.0625,
  9340710.783928469,
  9342376.594421739,
  9368790.625,
  9368829.036215177,
  9370674.68886294,
  9393112.5,
  9393129.433272034,
  9412606.780621272,
  9416326.5625,
  9425414.501498602,
  9426458.967862753,
  9428417.477902276,
  9431219.194149792,
  9433440.625,
  9437349.484083146,
  9437954.272945622,
  9438518.559233217,
  9438931.876512272,
  9439376.454918811,
  9439996.36147766,
  9440135.9375,
  9440943.746236596,
  9445502.063783653,
  9450848.18211512,
  9451372.306340355,
  9479023.516806357,
  9479646.862143168,
  9479975.11516392,
  9480683.078150306,
  9482380.047851726,
  9486078.202613233,
  9495327.15553423,
  9495515.625,
  9505370.208750848,
  9513278.066262733,
  9516694.307303408,
  9528185.9375,
  9528786.470444093,
  9528821.875,
  9529885.733907077,
  9532439.134134108,
  9536433.438422855,
  9537122.901865697,
  9537128.451502135,
  9537176.423233066,
  9538106.581517948,
  9539619.745360453,
  9542832.041112365,
  9542959.678925278,
  9559260.539348803,
  9561782.988414656,
  9571559.12770346,
  9577023.4375,
  9577026.263579845,
  9577027.41832675,
  9585734.68915937,
  9601562.178499324,
  9607522.65459133,
  9616792.497070227,
  9640729.798007816,
  9649008.79815145,
  9657016.05751329,
  9659068.75,
  9659792.172074795,
  9661202.449242491,
  9673334.267445313,
  9674037.83845558,
  9675960.9375,
  9682576.451467605,
  9698698.4375,
  9701250.888083952,
  9701904.905904975,
  9705311.222524356,
  9707093.75,
  9717870.888218436,
  9718799.352655545,
  9719413.626330698,
  9734770.166398816,
  9736339.077583313,
  9738135.246060763,
  9739939.0625,
  9741588.140004566,
  9746124.792824259,
  9754951.5625,
  9801405.72756853,
  9811215.237112243,
  9811646.302009344,
  9816690.625,
  9818563.269031234,
  9820462.847474888,
  9822804.989257626,
  9823776.283880856,
  9838059.524443027,
  9843995.080924515,
  9845441.229742555,
  9846021.861711971,
  9848532.499073267,
  9857427.716313154,
  9857939.934121832,
  9865076.109876612,
  9871434.257291446,
  9882065.183248939,
  9884747.072486166,
  9892206.25,
  9899557.305032125,
  9902701.815131849,
  9903865.546841023,
  9910206.25,
  9930371.875,
  9936986.244989308,
  9937582.631851032,
  9939478.125,
  9944691.869508838,
  9948757.839747664,
  9950435.886812603,
  9953924.91318831,
  9972702.950526372,
  10021792.525090618,
  10037652.103537126,
  10039487.576015374,
  10044112.164097356,
  10050977.899394268,
  10052611.707182173,
  10095884.757540375,
  10100100.690393975,
  10148124.175446287,
  10159454.34245243,
  10174297.953267552,
  10177551.48387362,
  10203389.947922854,
  10204921.875,
  10212989.92702532,
  10224301.961527789,
  10224945.573995711,
  10225421.875,
  10229813.965440566,
  10236936.883459277,
  10240102.469456272,
  10244777.777687198,
  10245916.601652365,
  10258705.141696481,
  10302114.634496097,
  10394563.995736562,
  10399695.948076613,
  10403058.219028592,
  10425929.101211714,
  10441500.651108406,
  10471697.794881662,
  10514007.199088916,
  10536918.75,
  10536964.048425294,
  10542037.593672708,
  10546108.638759974,
  10587190.324143944,
  10588153.125,
  10589345.033620395,
  10601325.65887308,
  10624105.407199193,
  10627418.75,
  10631042.974748446,
  10631806.25,
  10645071.885169681,
  10658715.625,
  10665870.254615523,
  10667853.260840438,
  10677629.266819838,
  10677635.496347597,
  10685496.83621166,
  10708210.281738104,
  10708234.07303163,
  10771568.523037868,
  10771581.51139651,
  10805079.93386412,
  10843679.546192452,
  10843818.46177455,
  10843828.726127055,
  10847645.004197339,
  10847663.989204355,
  10853577.206281355,
  10878147.379165372,
  10900281.825934988,
  10905675.863421522,
  10950400.638634806,
  10965547.573785786,
  11032832.791864462,
  11059671.46998327,
  11211293.321468683,
  11284378.061479531,
  11397671.837337483,
  11470919.024997313,
  11684048.338357093,
  12110309.375,
  14655569.622541867,
  14710065.321993127,
  14804624.74708877,
  14836856.25,
  14837501.493712746,
  14861825.936855715,
  14873368.138779202,
  14891825.097948708,
  14903544.085214732,
  14930994.281824986,
  14933258.429553166,
  14942591.889323248,
  14960390.735545788,
  14960996.702571142,
  14962145.66150892,
  14962978.468142992,
  14963310.9375,
  14964037.520180702,
  14964956.928876381,
  14967554.6875,
  14970515.281695848,
  14972449.436014995,
  14973235.9375,
  14974435.451978933,
  14974805.477377463,
  14977061.364419987,
  14977101.64167089,
  14977137.538104609,
  14981013.036060618,
  14981644.257098109,
  14983081.25,
  14983568.583392106,
  14984150.0,
  14984219.54006991,
  14984355.79342807,
  14984820.023228692,
  14984951.5625,
  14987279.20058508,
  14988287.391614825,
  14988355.738436392,
  14989535.9375,
  14990044.428492267,
  14991150.971066646,
  14991204.77216473,
  14992524.502409989,
  14992936.48211733,
  14992996.875,
  14993839.90325326,
  14994656.25,
  14995286.295379307,
  14995503.946034439,
  14995616.66355991,
  14995891.962943232,
  14996393.880055888,
  14996928.125,
  14997190.625,
  14998474.765540289,
  14998566.335434772,
  14998823.970085023,
  15000568.75,
  15000779.499180486,
  15001657.182002442,
  15001875.547956023,
  15002864.161639845,
  15002927.937051902,
  15003118.039533434,
  15003339.0625,
  15005812.62233905,
  15007001.8804684,
  15007629.686613312,
  15007793.75,
  15008079.196684247,
  15008827.359310066,
  15008863.825550908,
  15009018.75,
  15009205.63864845,
  15010699.019291155,
  15010835.9375,
  15010992.223165317,
  15012116.022763358,
  15012169.922715385,
  15013177.577912087,
  15013441.752489492,
  15013844.424120797,
  15013852.928937482,
  15014084.52520612,
  15015164.0625,
  15015690.39723513,
  15015690.625,
  15015808.310140125,
  15016283.679747218,
  15016658.266088912,
  15016695.286502125,
  15017699.943161007,
  15017828.98725182,
  15018139.389879001,
  15018555.448042933,
  15019489.161637817,
  15019643.808722172,
  15019957.406840526,
  15020176.339783007,
  15022241.494667752,
  15024193.061430698,
  15026494.812700918,
  15026497.21141411,
  15027664.44066027,
  15028034.766275745,
  15028589.170021512,
  15029090.978217373,
  15029178.031603178,
  15029392.70487302,
  15029762.955920829,
  15029924.404460866,
  15029929.6875,
  15030221.454278344,
  15030451.412608508,
  15031399.703988863,
  15032230.779478276,
  15032444.764785012,
  15032553.125,
  15033801.667801347,
  15034233.050658556,
  15034284.500572793,
  15034776.5625,
  15035271.498859039,
  15035953.3914343,
  15036243.75,
  15037036.618704507,
  15037040.684792932,
  15037431.25,
  15037558.426805627,
  15038181.25,
  15038446.230463779,
  15038451.32319077,
  15038938.045535529,
  15038987.771285327,
  15039039.52681559,
  15039128.125,
  15039267.714628361,
  15039630.881112278,
  15039862.5,
  15040185.508441318,
  15040199.168999936,
  15040277.502796644,
  15040500.675068002,
  15040541.902289478,
  15040688.880584195,
  15040739.0625,
  15042024.42622617,
  15042174.206250682,
  15044001.247016735,
  15044948.273250077,
  15045542.855635794,
  15045561.601906436,
  15045850.178623114,
  15047100.0,
  15047568.306239178,
  15047897.498574756,
  15048316.826065093,
  15048475.300580584,
  15049075.620952524,
  15049467.54946048,
  15049850.032380793,
  15049937.334484404,
  15050778.871739827,
  15050821.875,
  15051073.4375,
  15051075.96270564,
  15051152.81003078,
  15051526.230020422,
  15051561.264652926,
  15051574.697176918,
  15052548.433178453,
  15052692.842087524,
  15053158.765627345,
  15053359.002758851,
  15053401.966530548,
  15054318.75,
  15054604.81260562,
  15054732.504742116,
  15054746.402272958,
  15055862.206257349,
  15058898.339051468,
  15059170.3125,
  15059404.17920737,
  15059567.4597492,
  15060260.962025585,
  15061250.52546665,
  15061824.465080593,
  15063064.0625,
  15063103.812041104,
  15063507.8125,
  15065481.16129695,
  15065566.507077502,
  15065597.270231804,
  15065801.454500908,
  15065989.389629455,
  15066129.428634427,
  15067809.375,
  15067820.49952103,
  15068348.263657827,
  15072468.75,
  15073649.670084655,
  15074978.101445483,
  15075106.25,
  15075717.490495654,
  15076498.4375,
  15076724.39408238,
  15079739.0625,
  15081207.8125,
  15081255.259099727,
  15081652.574502837,
  15081851.5625,
  15081919.584005918,
  15082010.736342182,
  15082280.06975882,
  15082608.789559452,
  15083726.159123337,
  15083829.6875,
  15084001.47536533,
  15084339.086608699,
  15086025.99516017,
  15086696.76506015,
  15087451.071128644,
  15087888.942077639,
  15087895.3125,
  15087913.298991831,
  15087967.1875,
  15088496.54355181,
  15088931.235703288,
  15089411.589860613,
  15089431.91654473,
  15090439.0625,
  15090460.40464692,
  15090625.863554124,
  15090627.915730797,
  15091246.361077344,
  15091384.17827009,
  15092353.5311186,
  15092707.323320307,
  15092752.1854531,
  15093432.946901992,
  15094358.680383304,
  15094574.340025416,
  15094881.25,
  15095139.702266647,
  15095392.1875,
  15095703.831030818,
  15095912.507263396,
  15095998.4375,
  15096543.75,
  15096559.109715126,
  15097177.307832556,
  15097384.266352663,
  15097587.5,
  15097940.229195105,
  15098161.612146836,
  15098475.240501245,
  15098731.473011995,
  15099310.214096962,
  15099671.248286834,
  15099746.682749676,
  15099824.487083683,
  15099841.03840176,
  15099850.877142526,
  15100896.024736896,
  15100988.12774077,
  15101148.247998118,
  15101167.901182797,
  15101287.866793308,
  15101410.080719804,
  15101830.43826671,
  15101965.484956812,
  15102259.696117144,
  15103192.1875,
  15103257.8125,
  15103318.909964982,
  15103434.625537168,
  15103627.393703252,
  15104121.875,
  15104200.0,
  15104937.406081688,
  15104960.272300258,
  15104998.52550434,
  15105024.599372385,
  15105034.314048097,
  15105035.335136741,
  15105304.6875,
  15105561.085280681,
  15105588.09333386,
  15105851.519483108,
  15105902.393542452,
  15105925.523764744,
  15105956.301929481,
  15106000.933136594,
  15106287.451229664,
  15106325.845192293,
  15106607.900126899,
  15106688.756815897,
  15106856.25,
  15106885.015971845,
  15107045.561165847,
  15107210.140749263,
  15107824.420384837,
  15108046.352748932,
  15108117.059602533,
  15109202.476854699,
  15109287.112560363,
  15109328.551307898,
  15109346.505582524,
  15109675.0,
  15110051.003424617,
  15110255.825110147,
  15110403.83149916,
  15111005.443829695,
  15112050.037980719,
  15112178.125,
  15112807.130044306,
  15112830.547174063,
  15113085.9375,
  15113337.5,
  15114830.17623698,
  15115253.125,
  15116103.607000673,
  15116117.65725381,
  15116227.8571401,
  15116690.551204246,
  15116859.056332504,
  15117071.260664508,
  15117073.012862386,
  15117093.128864195,
  15117510.9375,
  15117677.888361212,
  15117904.491961397,
  15119020.543205857,
  15119339.534187376,
  15120181.25,
  15120642.576123837,
  15121107.64786279,
  15121157.106930574,
  15121901.002942124,
  15121939.0625,
  15122176.436448505,
  15122189.699399503,
  15122577.301639372,
  15123076.079831313,
  15123182.65110186,
  15123493.75,
  15124539.828972526,
  15124546.393271672,
  15124952.063438097,
  15126377.620859882,
  15127298.14515204,
  15127732.731829043,
  15128555.321310367,
  15128929.707469808,
  15129409.663508408,
  15129788.449932795,
  15129839.0625,
  15130990.296211451,
  15131166.8889146,
  15131555.930272477,
  15131798.076473279,
  15131909.381069079,
  15132028.78674722,
  15132532.431763247,
  15133802.405137189,
  15133892.1875,
  15134051.05041396,
  15134872.545866802,
  15135028.42021008,
  15135132.601859698,
  15135288.603803324,
  15135469.9794703,
  15136325.0,
  15136407.493137185,
  15136751.410375206,
  15136986.553443873,
  15137049.893217888,
  15137575.734680409,
  15137661.476425555,
  15138040.105117582,
  15138104.069597725,
  15139327.13569351,
  15139720.3125,
  15139800.0,
  15140065.004099825,
  15140075.91438233,
  15140256.071267202,
  15140592.722121011,
  15140620.02709843,
  15140734.30452917,
  15140899.75588787,
  15141417.1875,
  15141682.8125,
  15142080.909822218,
  15142200.913076706,
  15142243.255337695,
  15142416.515399456,
  15142556.476392752,
  15142628.298976548,
  15142745.3125,
  15142917.311478442,
  15142998.108373458,
  15143143.5255049,
  15143191.432794448,
  15144014.0625,
  15144148.787732957,
  15144507.35971835,
  15144530.112804832,
  15145548.384759745,
  15146444.112050645,
  15146870.3125,
  15147250.435694693,
  15147724.891174862,
  15147995.18834862,
  15148048.491077576,
  15148215.625,
  15148446.263028774,
  15149127.739872634,
  15149673.38201279,
  15150057.751430316,
  15150331.25,
  15150343.75,
  15151112.180698171,
  15151118.928463701,
  15151225.431791222,
  15151362.354002712,
  15151605.845495984,
  15151916.60795339,
  15152548.641860573,
  15152654.814395767,
  15152733.058438595,
  15153099.791694164,
  15153228.672870338,
  15153424.102936275,
  15153538.474152282,
  15153939.972958283,
  15154198.4375,
  15154658.615215102,
  15154698.4375,
  15155536.738633038,
  15155581.790535565,
  15156011.936651217,
  15156154.326912224,
  15156215.625,
  15156968.697994642,
  15157450.0,
  15158110.224150814,
  15158167.1875,
  15158432.76511281,
  15158585.9375,
  15158931.999859512,
  15159495.114689544,
  15159509.469689617,
  15159886.732058482,
  15159889.217041343,
  15160162.5,
  15160245.97906147,
  15160630.67689607,
  15161037.332721416,
  15161644.295698857,
  15161831.16762199,
  15162248.258627174,
  15162497.87850561,
  15162657.256617418,
  15163181.25,
  15163241.295024088,
  15163253.679089323,
  15163298.621210823,
  15163341.603833383,
  15163510.762165196,
  15163829.020688882,
  15163859.601669775,
  15163876.984844642,
  15164096.140338339,
  15164532.770675406,
  15165558.578894852,
  15165872.828012647,
  15165928.885310642,
  15166074.017745351,
  15166517.01309246,
  15167137.5,
  15167533.688849248,
  15167539.139373315,
  15167629.849868694,
  15168207.074159622,
  15168305.92119687,
  15168398.4375,
  15170139.739240509,
  15172123.650593065,
  15178015.625,
  15183770.281339116,
  15184059.375,
  15184210.65461754,
  15184232.8125,
  15184378.609636525,
  15185189.090695541,
  15185785.42181686,
  15185988.882825399,
  15186451.408890985,
  15186464.231145516,
  15186689.95146922,
  15186917.1875,
  15187327.089276649,
  15187545.693250824,
  15187626.5625,
  15187652.296009919,
  15187922.793053856,
  15188076.5625,
  15188242.722505415,
  15189281.657823293,
  15189726.5625,
  15189816.942899048,
  15189858.674482808,
  15189972.216343446,
  15189989.338571502,
  15190509.12560077,
  15190573.4375,
  15190595.3125,
  15191272.865392705,
  15192355.178321319,
  15192884.027727468,
  15193028.125,
  15193029.654257854,
  15193240.180843107,
  15193415.625,
  15193439.0625,
  15193447.285464829,
  15193671.04163536,
  15193784.055975461,
  15193818.569548542,
  15193863.75639948,
  15193899.950604325,
  15194289.300801545,
  15194352.671505902,
  15194462.956432613,
  15194469.747125115,
  15194762.5,
  15194762.897462975,
  15195450.972468667,
  15195542.1875,
  15195707.831360398,
  15195756.228079211,
  15195918.28945828,
  15196015.625,
  15196300.0,
  15196607.279774074,
  15196702.0587971,
  15196764.983714474,
  15196771.432458254,
  15197167.984932525,
  15197185.46637749,
  15197256.134382157,
  15197262.513973467,
  15197272.049933057,
  15197274.011673836,
  15197315.310331197,
  15197562.186858958,
  15197964.905592604,
  15197968.025465183,
  15198017.415093757,
  15198235.9375,
  15198239.32026519,
  15198245.970721962,
  15198402.219590804,
  15198621.48509841,
  15198679.848678242,
  15199005.810173232,
  15199303.125,
  15199325.0,
  15199360.763698762,
  15199376.5625,
  15199398.4375,
  15199539.390796542,
  15199750.0,
  15199852.49514186,
  15199867.1875,
  15200103.011103634,
  15200127.975093203,
  15200238.615159139,
  15200297.107839487,
  15200300.578076312,
  15200603.125,
  15200739.073019983,
  15200776.428164203,
  15201168.076894207,
  15201176.044151708,
  15201343.75,
  15201427.501834491,
  15201810.160525586,
  15202069.541808821,
  15202116.233262572,
  15202370.93846704,
  15203470.3125,
  15203958.717605678,
  15204463.85649657,
  15204786.858163424,
  15204845.532603245,
  15205318.75,
  15205606.25,
  15205758.059036724,
  15205810.9375,
  15205841.330541505,
  15205945.3125,
  15206176.412256805,
  15206199.216982715,
  15206212.5,
  15206295.924824962,
  15206472.356875084,
  15206653.177170394,
  15206851.05227069,
  15207164.0625,
  15207245.3125,
  15207337.124307178,
  15207485.392379915,
  15207557.64818806,
  15207717.1875,
  15207766.922517525,
  15207987.5,
  15208306.25,
  15208410.058141772,
  15208453.31149981,
  15209016.111536259,
  15209073.242433652,
  15209193.914941292,
  15210654.37681064,
  15211111.358422384,
  15211189.32693477,
  15211432.8125,
  15211605.53577884,
  15211616.519686054,
  15211679.761916095,
  15211993.291408436,
  15212157.252317414,
  15212184.375,
  15212218.465331556,
  15212327.951640997,
  15212403.991256194,
  15212420.3125,
  15212617.149874663,
  15212805.283202227,
  15212831.149932852,
  15212870.845624484,
  15212930.990644323,
  15213057.8125,
  15213462.678053277,
  15213820.030197477,
  15214162.880790913,
  15214429.075673329,
  15214546.462361993,
  15214657.519838136,
  15214658.311839744,
  15214738.5044101,
  15214850.082166275,
  15214890.625,
  15214894.947909934,
  15215187.813308785,
  15215305.53277045,
  15215393.155742403,
  15215773.504289905,
  15215832.305035409,
  15215849.843246756,
  15215968.315232703,
  15215986.717234798,
  15216052.321197446,
  15216489.308665777,
  15217031.25,
  15217033.88214348,
  15217126.108584309,
  15217198.4375,
  15217379.733311968,
  15217460.005441604,
  15217814.0625,
  15217855.090891173,
  15218079.525240649,
  15218466.649923377,
  15218623.963117726,
  15218785.29723711,
  15219025.934421442,
  15219102.967995247,
  15219240.625,
  15219254.6875,
  15219291.898909427,
  15219371.235255733,
  15219399.9946179,
  15219501.1573752,
  15219674.92437963,
  15219698.93683544,
  15220116.06758018,
  15220407.530762633,
  15220813.521519013,
  15221031.304001488,
  15221108.276374074,
  15221365.625,
  15221398.4375,
  15221715.913548373,
  15221882.8125,
  15222171.230086634,
  15222214.0625,
  15223005.230821902,
  15223304.6875,
  15223347.577125411,
  15223443.75,
  15223498.906028524,
  15223589.606962368,
  15223889.045960434,
  15223981.25,
  15223984.115322903,
  15223986.946060186,
  15224177.343430448,
  15224320.844582314,
  15224368.072391879,
  15224475.532211721,
  15224498.383885114,
  15224512.411060622,
  15224697.962650703,
  15225216.487877086,
  15225368.636418382,
  15226221.09620094,
  15226313.038538411,
  15226319.715179652,
  15226445.007370086,
  15226452.490619909,
  15226555.810257634,
  15226668.05517316,
  15227038.658100476,
  15227214.044719897,
  15227445.218151988,
  15227579.6875,
  15227896.875,
  15227922.752732147,
  ...],
 [11.552235946321268,
  18.592402196962723,
  63.6960187745499,
  59.31214002871498,
  38.224729307153794,
  73.22281104149252,
  21.83627675701644,
  17.93450904839886,
  13.799022637080288,
  40.60536362362106,
  9.336224076387847,
  5.253989364634291,
  53.797918362229495,
  26.308066865469787,
  34.22727312897779,
  78.13451448340665,
  38.15075071848812,
  24.640380595758955,
  84.72176726920203,
  73.29901957223151,
  6.625616447029889,
  5.727149999801128,
  5.04525122726903,
  24.82035628000873,
  25.036943321019095,
  32.04930854807458,
  117.51864883161474,
  43.04605212139491,
  32.06959294304795,
  16.677454394408883,
  129.0190602472691,
  54.80093958509391,
  115.05239082727294,
  72.7298250185363,
  37.63768957379344,
  60.3092195942456,
  15.833781058909798,
  106.2075493297582,
  21.346486055477136,
  95.35545619739887,
  10.768991405292855,
  32.07767974208159,
  114.31510156759012,
  37.18508380936863,
  56.980904390897805,
  51.459895891670094,
  52.486165689304514,
  5.444050386645404,
  26.014733481803617,
  9.139246365800885,
  14.963571869291666,
  51.527080116782344,
  14.2841686633973,
  66.20515306113818,
  58.1104169121973,
  8.942705488047228,
  67.47944181519586,
  34.386571594425554,
  50.583395819531304,
  16.084584650637613,
  27.459324469325416,
  18.671119409780104,
  18.898673101664222,
  148.57726640136121,
  62.27310678125323,
  35.14465604745278,
  10.905693927177943,
  35.512920357166585,
  59.75226606592565,
  8.856121741132023,
  57.68207186298227,
  5.679664327971365,
  72.19672873958768,
  21.943756942839066,
  83.60135117478356,
  51.986792159701984,
  102.93641982713983,
  20.27309114850053,
  51.52483802934708,
  12.929967762128756,
  10.673878257917522,
  28.58879878061275,
  86.02514774363993,
  6.874275615476064,
  92.97432338205618,
  121.1415829063444,
  9.009342135252696,
  58.29576426112073,
  56.87829204192429,
  36.65831252977001,
  17.220558962221105,
  42.91137124876333,
  7.072191824071776,
  64.50447212216264,
  14.5467247304382,
  18.43032643367228,
  51.916197032183966,
  33.945560816173696,
  17.27204579557958,
  36.57287585250384,
  11.876229518019287,
  60.836690263228604,
  28.27295692957237,
  31.401550831946587,
  7.1930789867995575,
  82.87226267458493,
  8.328051422606093,
  47.24912889261378,
  36.71222345018297,
  14.560281442783197,
  12.158681552260436,
  19.64107278711947,
  80.48365492007159,
  25.596903400503468,
  66.61613807482598,
  41.621230233377574,
  36.269602219497415,
  12.270727950347624,
  21.14484459335837,
  29.440287019166483,
  14.43599185030699,
  11.688694498703553,
  20.84851052060979,
  112.4753100529527,
  8.454114641759272,
  22.573049394196225,
  6.515025562992096,
  49.911720264092835,
  69.18948110761431,
  60.31570483988581,
  19.652593030658,
  84.00520300341074,
  13.843027672184656,
  27.31877151426592,
  21.213333416746917,
  26.40718528294849,
  20.759283733579018,
  25.609371294570447,
  71.966794403468,
  28.223189419945566,
  10.213621674636236,
  32.524767073286114,
  6.1240173010717625,
  51.17689004249856,
  26.50726076771907,
  36.83903478586124,
  19.913406630820813,
  7.6841884424932125,
  5.725141053126281,
  32.81799303542259,
  26.071545732218944,
  43.45583509273288,
  23.78872471341863,
  10.906770476246914,
  6.766521575319527,
  8.808013324374096,
  41.93200621876911,
  39.667186802566135,
  6.722838569096301,
  86.33165212307227,
  10.39876170330323,
  134.76218284106568,
  6.654262235874695,
  110.26634609478522,
  18.99231070454137,
  34.755443853932036,
  16.231580299458546,
  7.050087851651333,
  90.74523439371954,
  24.66597350682726,
  40.79178910987337,
  28.264587134758422,
  13.867821248997506,
  82.43953026843386,
  5.5004639305312315,
  17.825301162425607,
  98.86241786581486,
  36.505245639677355,
  32.57192500999257,
  81.24576575133113,
  7.429458672155804,
  6.8150128636954905,
  16.3412784651445,
  48.72638854731474,
  47.989382376184686,
  180.64276006564182,
  10.856612267767618,
  53.69998565273843,
  10.66456256664155,
  66.99754669537997,
  27.560256239378294,
  45.00704284798648,
  47.666231836552896,
  5.353624307482157,
  59.59942116274695,
  9.39651632964969,
  13.799120669421141,
  24.749933269873164,
  10.079711156455394,
  97.63758563002182,
  7.87360721582249,
  69.9525418289368,
  11.424122043106955,
  35.60951026326637,
  84.13091265104234,
  12.865897423490097,
  29.65273238362188,
  19.7220608405321,
  9.693245151415873,
  16.041597937469817,
  58.01553523033946,
  18.508851163039047,
  108.99419858612238,
  20.07015768907995,
  5.5164584849739065,
  34.038438869107075,
  17.01042385025018,
  35.32597317608901,
  16.398199593441895,
  18.081234415535963,
  11.828728180173847,
  20.673451261145495,
  14.18387208837585,
  82.18544756827367,
  55.50996789719474,
  95.31999659240834,
  58.409324013039935,
  23.688407075520555,
  20.669458195264163,
  25.226707644603927,
  29.2938321715479,
  30.22245738460604,
  24.77722098133215,
  49.492805920964344,
  60.595355967462915,
  8.751930933897723,
  59.2307000768714,
  19.563079359732065,
  40.003141295046944,
  35.27137851420357,
  6.102340268979436,
  17.00035809167681,
  12.2102626391169,
  57.170918811774676,
  81.39333224262333,
  75.27353162263539,
  36.68791444205141,
  16.041137338409094,
  24.581802387640025,
  78.9886531476607,
  20.97680139621847,
  94.93553736201146,
  47.547729436071336,
  7.102316837008302,
  12.309012675798073,
  5.483830126367221,
  17.224899655573022,
  117.3366377933163,
  22.52610668108916,
  21.474522814853174,
  34.910447495190276,
  46.49970789964506,
  13.526138635668742,
  33.39492719079187,
  7.111586395942803,
  17.96597372697542,
  31.694107693033125,
  68.90596119291352,
  7.95256692941694,
  23.71240886175512,
  67.06493211429188,
  52.65548226384648,
  9.273909145481579,
  51.154503030295814,
  35.27804093311787,
  9.415620724109067,
  16.4581337641842,
  17.447590258337915,
  9.914012710477225,
  5.792242313771569,
  37.134071280614975,
  9.189739817009382,
  70.14914464755824,
  16.79333298250776,
  31.333278007294936,
  14.516565611835748,
  5.865979008039064,
  51.00941533308557,
  47.41551677667906,
  7.411242198582101,
  49.04511246658413,
  85.59212626115156,
  12.63665537034409,
  11.86772281661842,
  25.88544656949609,
  7.131504354384353,
  17.954887788293096,
  24.7964161102006,
  50.567369214480244,
  8.200394506756691,
  52.525351942724186,
  76.26198652166839,
  21.937540807119777,
  18.83768957056511,
  37.864379697635954,
  21.624631603993766,
  10.962417039645912,
  28.06981733240218,
  51.058714879710124,
  18.3616055588441,
  6.6509091392718105,
  12.20721272670642,
  15.935357899484371,
  17.522541514873552,
  68.63732562830467,
  18.512058254842053,
  41.10329941531541,
  61.086870055193884,
  110.53025835537011,
  6.99021374850034,
  49.68447673248205,
  15.461528640264293,
  64.48196894815813,
  60.956100670530105,
  9.140722246798514,
  12.455225697628036,
  8.58983903517124,
  60.623580906097956,
  32.941170845709195,
  20.283125504817665,
  74.99364445961434,
  7.1477586699995825,
  5.065494424981771,
  47.41679602342402,
  38.22997707339536,
  17.617367706173205,
  29.447554012011928,
  11.126321135230706,
  48.24121849754805,
  50.14135460053751,
  57.52449237693115,
  20.046134358695657,
  88.57662706276678,
  7.39613958065662,
  9.87708185585321,
  61.36358154172888,
  7.130858650611524,
  11.812090164289248,
  66.06737848193836,
  5.377963276095936,
  8.069195776905746,
  28.30076932149545,
  25.175855899266093,
  7.161504110452984,
  77.81342961664855,
  36.67494508769004,
  40.68324223140099,
  6.332187856595768,
  15.445494228902643,
  9.746836601840076,
  58.58159967703988,
  8.256746899014868,
  19.70384364632443,
  16.35572338017142,
  46.52696594108669,
  7.639492061014603,
  7.136973962221531,
  21.44738511139555,
  23.542456115599055,
  6.6326455737911765,
  10.19866215097577,
  10.427082706674076,
  7.729620081119294,
  44.629565728987956,
  6.8442194140145665,
  20.05543027284523,
  52.696124475194,
  20.78310708176259,
  34.52189024303589,
  32.85333760703978,
  61.276080459090295,
  67.97304739455019,
  22.322159729140207,
  6.73394635094938,
  31.26228644532617,
  80.44796043395678,
  65.07393670075137,
  36.90278231933393,
  6.280594738215589,
  34.454327943238205,
  132.4195776488461,
  45.927175671424784,
  44.56199435471164,
  11.57136660498798,
  40.28083191921684,
  18.37970960639471,
  9.382478443153811,
  65.6000084265191,
  72.39726136712889,
  49.235904663221376,
  120.45199398444872,
  34.364126563226975,
  60.51766691374033,
  11.579982364751404,
  11.940299656844026,
  39.49420744425465,
  39.4764999939637,
  13.70007188264425,
  91.79777489037502,
  29.188302416591952,
  10.037342858862516,
  20.35492764203589,
  69.30192653028843,
  91.42736017132117,
  14.290683466132377,
  51.08559286783408,
  42.802495619310285,
  10.07867004907286,
  50.71246712928455,
  19.677853240610084,
  52.14807557275313,
  5.4910250088463055,
  6.290033003112997,
  49.443437269462294,
  87.33944862380521,
  43.55246032888088,
  13.722269715307222,
  61.00337542089294,
  5.995369701018507,
  7.739617862893747,
  36.489212542784244,
  55.26310582604011,
  40.45421277404275,
  45.40561457471565,
  100.65773976386365,
  33.027508387377,
  64.93996887564083,
  23.344540494592657,
  7.210190317457469,
  47.457586121319,
  72.09860568678123,
  18.20403877279973,
  41.17565325256531,
  12.575967847481683,
  8.512452558466826,
  36.336262426916,
  64.67376451874719,
  5.6874474775352,
  13.401366075126132,
  72.2010917186436,
  28.72482062057442,
  110.24939842291217,
  41.624150059738156,
  58.78009471774744,
  15.035820779396756,
  12.062042897901991,
  5.378410865170172,
  37.55807721419444,
  6.162583379748287,
  85.54695260214629,
  10.991832186933715,
  61.251394011772184,
  112.35155107675234,
  9.24172337827113,
  18.748773535033344,
  10.745834984251966,
  55.82641500493676,
  89.71066773840157,
  5.801228440017122,
  61.37167570584143,
  18.3316585400985,
  6.7588131851045565,
  30.064031292404046,
  39.68241317975104,
  35.66489186249954,
  6.396125696716926,
  81.48982816282869,
  31.089226198061173,
  17.683477566830877,
  21.308988780890772,
  97.18069635631448,
  10.15252907983349,
  25.101133509283358,
  16.63055090606545,
  28.82987181053063,
  13.598700733139571,
  73.50591352731571,
  56.75335745538939,
  41.57498428192235,
  31.595751732360803,
  26.525475748394076,
  8.042769696889627,
  56.2724586388345,
  119.84696543675281,
  19.21369976620904,
  34.48110719947545,
  61.93088783980262,
  14.887295620226936,
  8.66456717765176,
  18.282408984186407,
  89.9186600125933,
  13.236960832134978,
  5.372409717467386,
  8.17892807636626,
  21.355329591375533,
  10.833525414796334,
  7.75703915103503,
  13.355778319000311,
  18.00088515438833,
  18.460766810240656,
  12.822870666761961,
  31.33861360551975,
  60.965539642301735,
  6.157255877568569,
  29.01597053487733,
  18.547621665843657,
  6.764957515744565,
  53.512830169661115,
  52.928589329963955,
  18.19683926392155,
  6.366193833494221,
  42.73095265736951,
  29.184899517871315,
  22.599532725582364,
  35.837079358464116,
  49.77198111302857,
  27.789988187022665,
  12.753187222750647,
  6.644521814716444,
  14.256100025134646,
  13.290809939922196,
  14.314822322354653,
  49.21301633959644,
  30.416436372682806,
  18.031248076732254,
  31.24418626398074,
  83.49455743657991,
  11.753890548096651,
  12.444706761123225,
  18.86055157638378,
  33.52215452417432,
  9.618533876526184,
  53.817857431141235,
  97.30535378133531,
  18.28500823730524,
  24.033112380215634,
  29.566365621020786,
  82.07082182859894,
  39.96251429606743,
  54.694809309874714,
  6.956920944461463,
  18.799577105497086,
  18.81270707079253,
  64.25836258806801,
  6.648926530245648,
  109.84067248406448,
  11.366830735431341,
  39.943838660065204,
  7.110189550631115,
  19.458058991036694,
  17.400800740861154,
  5.81783262096527,
  40.767144342239206,
  73.90987916886283,
  8.79055222679596,
  6.500915809217212,
  82.60889668124805,
  54.30243387442424,
  18.11586427701742,
  9.550903864777842,
  95.5958399654813,
  13.113162408709398,
  13.26551593176337,
  68.18598779572508,
  7.384510042785725,
  8.091795506534266,
  11.866546406539056,
  6.050507459487185,
  57.637974530286414,
  6.981854092725665,
  22.27657992957216,
  42.737230128930435,
  6.008093551938735,
  20.21549375479399,
  52.83310527627664,
  12.852656848487081,
  39.80544176623102,
  35.249944505221016,
  32.5485424785864,
  17.201285196426603,
  42.54666011025446,
  46.21917672530802,
  11.950970736487053,
  24.17015605545408,
  58.491345596631696,
  7.49190883363841,
  13.023448453910506,
  39.21390831403457,
  69.78814423723037,
  80.3094962029777,
  5.601085494176192,
  54.5402489555603,
  12.26621183426207,
  22.034154101712772,
  70.46266439054253,
  105.56474945836896,
  35.403394195759574,
  19.66137353678482,
  6.981739661094978,
  53.02089431121456,
  28.402791858496098,
  15.285172232322724,
  8.720370058781583,
  21.667749285632826,
  7.079661608390697,
  40.16181227858156,
  18.973708535229562,
  21.677327089558638,
  19.90982935022405,
  80.77534784461461,
  42.6577918530575,
  72.1266464143709,
  68.4464689649381,
  42.885082366141845,
  30.638030145657797,
  6.1927875502003,
  58.19987842388717,
  28.591455789055644,
  10.691009023160305,
  8.124439913692623,
  10.606691279761662,
  79.07675560561128,
  23.0359328407759,
  28.495465343381028,
  10.16244088729665,
  32.66556869971322,
  5.27552708680964,
  46.38790998608994,
  107.0282850533596,
  24.54005803323695,
  29.28980879501471,
  24.709883751187512,
  48.37363991572095,
  53.97295087445383,
  5.697144300650168,
  27.208579203407915,
  17.59577960410205,
  21.762652989810075,
  8.593730157174708,
  56.46880090174807,
  44.64936236709363,
  35.20017207920392,
  53.34313314667493,
  69.22270459724776,
  45.5698328129647,
  74.5158462211528,
  74.48871761615824,
  17.463899525866314,
  5.519387593504965,
  8.249659456248876,
  7.0587272116040545,
  50.3676143514919,
  123.18215637336176,
  23.250743527236963,
  27.01354120951178,
  108.74750324682671,
  12.878185238504285,
  11.501025224776397,
  15.648855445409819,
  48.55204209890505,
  15.436095130416248,
  31.19849646615409,
  14.149724092384414,
  20.54297799455238,
  50.837330353614604,
  16.468664548274152,
  21.977425351571142,
  6.851493445621276,
  14.744227762311438,
  11.745057943995997,
  42.101734648874434,
  9.729142621279514,
  26.544091214040918,
  9.228586992717332,
  89.9130532758399,
  48.7323146566274,
  20.44440209272836,
  9.025687184514638,
  14.734153334477774,
  30.00779022211312,
  67.22669709054747,
  44.53048536128719,
  9.075260323928877,
  9.487005085334088,
  16.889617843870507,
  23.063551254051927,
  22.50172741327821,
  29.798541240587156,
  15.782182028960637,
  5.403347396056817,
  15.96980466293659,
  24.997206659473026,
  9.842014256991012,
  19.21165226175178,
  49.62244704165854,
  20.09959260422476,
  51.788633027790624,
  19.241680398145206,
  52.547969491455746,
  19.22977822852578,
  17.498533240964456,
  10.34822282539723,
  23.006485424508615,
  72.51150201363646,
  88.3909227148055,
  39.72879669658633,
  5.575762390425843,
  89.32092115075307,
  14.763916268626994,
  55.997446633715825,
  12.627848481719347,
  25.15016193084389,
  8.337293666480294,
  80.45782765043538,
  11.378173615263984,
  60.41035754227179,
  12.358387816067015,
  86.45663186736543,
  33.4962275158419,
  47.41988990121652,
  26.99510030436612,
  33.262255437934016,
  8.899601709495586,
  48.45506644087931,
  37.4961925499626,
  31.825499353627393,
  25.060314823299013,
  9.491726873610007,
  217.41407004936053,
  9.18742118061527,
  70.54739429835843,
  5.830944443318758,
  14.877480156035325,
  12.744583106299487,
  34.899110041705455,
  104.356549423839,
  11.17764027229413,
  21.8397182065414,
  17.034032128927592,
  7.541352404602289,
  42.5753544331139,
  5.1496837950812,
  6.276959857924651,
  9.472575287969029,
  5.761297229128108,
  9.068040278422584,
  66.36149325840788,
  19.99533675924703,
  15.821084024172158,
  30.988631913675146,
  27.922739463488906,
  73.92367019637823,
  23.971885136113336,
  69.92521080891635,
  31.661310009815416,
  61.79412269944555,
  13.28329785453313,
  7.539519937322995,
  163.78904660545015,
  15.625782260343044,
  66.09191133656296,
  28.870329069672184,
  27.397417732782532,
  7.225270427338979,
  56.42014923732913,
  12.507101730133073,
  159.9617269544759,
  71.63026880549728,
  9.828830225757711,
  73.5028613138698,
  170.39291066095637,
  85.85829725691109,
  66.50017932530335,
  7.731544640698481,
  6.3027196900746985,
  10.75904142887701,
  44.82338581063857,
  92.65557573797113,
  13.13280622457816,
  17.212986760588777,
  9.054068129290274,
  32.45976645187397,
  22.157433931308596,
  22.06885945388477,
  51.348617607787105,
  66.12522058934827,
  5.214006983770455,
  10.034739590885504,
  8.124781803114008,
  7.074810842097653,
  42.542501303923764,
  34.505674581237926,
  33.81676434983924,
  61.6133674811731,
  96.60885641433879,
  8.89510352991127,
  60.37359271345125,
  12.372870242067783,
  13.086054070565245,
  71.27970405818445,
  15.013887035975085,
  22.183842806463552,
  76.97123155976848,
  64.15033276237067,
  81.29899478995456,
  116.31386504561172,
  7.7931763252858595,
  16.860526896915115,
  21.549438680996825,
  6.373494739349892,
  28.309674935955268,
  8.226368582144943,
  14.368915878980314,
  20.773484840804606,
  64.58972069191604,
  42.05061515614655,
  23.584321936842947,
  51.78457066758918,
  7.937308273208362,
  85.62374257770743,
  28.9396807881578,
  8.427759682648876,
  18.227766363383704,
  18.22037284846835,
  84.11816244127233,
  36.984605194640366,
  22.115122949412328,
  46.401856133367524,
  47.56672687414091,
  46.721461884211635,
  36.900642926641694,
  57.96192416865168,
  36.96868447571089,
  32.39608066014421,
  26.164972631358534,
  29.141017694107585,
  15.534729094584137,
  5.286479092448336,
  28.18743656055042,
  37.97356488564429,
  5.309283971163787,
  44.98836832949902,
  8.292148314290152,
  9.220340284149215,
  58.459502302614375,
  5.895500977754172,
  77.98801042460441,
  20.34656523383861,
  12.626506964661694,
  25.396282200396488,
  106.94537187397427,
  18.01998353965134,
  38.06616589403947,
  40.33955575727988,
  17.664664408414673,
  22.245630537285997,
  120.0109892862474,
  83.24942881473446,
  66.81648325767426,
  11.536240533526435,
  44.026497466173396,
  8.698595170344698,
  153.0225313227429,
  22.376164278753198,
  24.30181623889207,
  42.168101613904746,
  8.639298436601315,
  17.162912033744302,
  9.3759092371886,
  21.391660750712322,
  126.86169151842512,
  47.69288781776685,
  84.6228958146975,
  8.017914583810333,
  25.653871566451812,
  41.10186113560929,
  5.91665673469584,
  78.61593651006125,
  42.89535073890052,
  5.365888390749288,
  6.801319881726919,
  47.18391339092999,
  61.90043347750566,
  15.609805393994728,
  71.27967105162148,
  13.09400732264945,
  11.269083341131406,
  45.52262392150197,
  64.56186867628647,
  6.95631268600118,
  13.604593031232579,
  71.98107600183549,
  8.89876337143761,
  35.518859401895924,
  14.15954662081966,
  9.188997418691644,
  73.16136331328771,
  76.0256713846369,
  11.06940089225245,
  25.81007205083629,
  8.234359658340578,
  12.077563788200688,
  11.783219866165023,
  33.25370356430067,
  11.4179079744334,
  14.294191509231407,
  58.77673690032942,
  30.648242072214842,
  12.231973193613971,
  6.058184692590546,
  6.56832358409026,
  56.85862022671567,
  32.44113991854945,
  66.65652797242352,
  99.81938309550767,
  6.121298058634632,
  85.42964943664511,
  43.02962593536901,
  6.497612350487993,
  13.305648662427075,
  86.55643319522962,
  10.509952686562439,
  61.98566996211677,
  18.917471262624435,
  15.970846730785913,
  42.859534970913764,
  31.90397773780123,
  26.123627740599197,
  45.36491479197616,
  18.25373534559192,
  7.848367188331627,
  69.04256851730177,
  16.739758975990497,
  63.80123955461792,
  52.661264311159826,
  28.48004207561744,
  42.74935010688198,
  37.44820961821061,
  83.22191834608182,
  31.546543708875912,
  31.066998136392915,
  6.442784110779555,
  20.203832644462743,
  11.119304641482397,
  22.494787895656692,
  18.702413838109514,
  58.8627102389369,
  27.54927244430033,
  11.15162888079295,
  84.8549942134175,
  15.151411662998667,
  8.54812351135736,
  48.2637472590005,
  55.10479915972739,
  5.83564339121836,
  41.285227949275736,
  10.249951532397704,
  96.42827514214844,
  68.75115561016389,
  84.58520708385933,
  47.26512383821661,
  28.614054475792585,
  9.761698218400694,
  35.27224412531416,
  28.201660697293487,
  98.21091420755445,
  9.12107706611221,
  20.971384173906404,
  19.07944458937352,
  17.449089564528578,
  6.385869449362723,
  112.72955204722231,
  34.00650986302262,
  30.214662882988364,
  26.925990529969383,
  41.21421947003856,
  21.448847991984977,
  8.749588160975257,
  5.7419112304482125,
  6.649840857226989,
  23.685434553863605,
  10.262461277297767,
  45.51895784571499,
  44.24336394602693,
  22.502896036225426,
  28.177739930936575,
  62.90685624032276,
  28.995387062921726,
  31.381494672523534,
  19.828745142709064,
  ...])

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)