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 = 45271
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);

([7266744.371990044,
  7322035.9375,
  8032890.6687702825,
  8145236.071376708,
  8153689.745663494,
  8158474.289963807,
  8205438.641123057,
  8268828.622438108,
  8324486.495631194,
  8473611.1320726,
  8481341.49133947,
  8514963.665444495,
  8549500.70409486,
  8599842.737352395,
  8602904.032562908,
  8602929.871447196,
  8604488.283056581,
  8664059.284156043,
  8689024.666164918,
  8706404.6875,
  8718180.306419956,
  8718226.5625,
  8720708.19909859,
  8724887.5,
  8725259.447860781,
  8725879.6875,
  8727179.55105488,
  8727179.6875,
  8741832.8125,
  8743030.258436201,
  8743286.97041804,
  8745437.052572917,
  8765449.788785553,
  8768369.73099279,
  8784253.89876848,
  8787950.98002037,
  8789164.629224725,
  8789719.50612643,
  8791234.34894845,
  8792752.793358268,
  8795218.492385548,
  8795227.793875858,
  8823280.790878067,
  8825623.4375,
  8826873.523106897,
  8827300.684978692,
  8831862.5,
  8832548.4375,
  8833253.22124585,
  8836512.353767138,
  8837416.886369562,
  8837858.514350386,
  8837949.803917823,
  8838112.044965858,
  8838160.815065438,
  8842604.6875,
  8852767.098091345,
  8853520.04505226,
  8863953.072249435,
  8864504.42386997,
  8864640.97200714,
  8867546.875,
  8935192.96207456,
  8936110.9375,
  8938882.224678414,
  8973559.375,
  8977841.604914885,
  8990126.079148341,
  9014541.863736877,
  9019713.871557347,
  9061913.987628723,
  9068766.717070695,
  9074125.0,
  9076317.755255122,
  9077073.4375,
  9105663.524985043,
  9105701.353942787,
  9109774.27547621,
  9109775.409913428,
  9113351.95291299,
  9117939.0625,
  9154619.779520454,
  9157567.1875,
  9159743.583480498,
  9161474.144950794,
  9165698.454338588,
  9171854.380100252,
  9192414.575617148,
  9199976.503793852,
  9229630.297907896,
  9229638.248048356,
  9233195.32954118,
  9234688.719228292,
  9235767.938342743,
  9236147.191445617,
  9236491.205563132,
  9242836.279664008,
  9242847.98600067,
  9270968.986650502,
  9277018.259326708,
  9289263.20026468,
  9301604.656590747,
  9301907.621762708,
  9318505.110950492,
  9323373.271273158,
  9331214.141224759,
  9334269.32667932,
  9334278.801637655,
  9335326.416361319,
  9336522.351375006,
  9338336.418493336,
  9343187.5,
  9343422.586473519,
  9344949.99108059,
  9346306.17839068,
  9348348.4375,
  9348371.161537312,
  9357887.536775881,
  9367516.720057687,
  9371326.5625,
  9400625.112337545,
  9401509.05992688,
  9403315.016728204,
  9406884.54376378,
  9422585.727261193,
  9423092.876954457,
  9460284.375,
  9463875.703297192,
  9470220.851487398,
  9489626.795685636,
  9493840.717191925,
  9506044.951386306,
  9506058.803799158,
  9507007.827709312,
  9507264.0625,
  9510557.00896403,
  9533514.0625,
  9582307.663597409,
  9583203.125,
  9583209.194836758,
  9586796.875,
  9592313.33460995,
  9618004.6875,
  9628037.5,
  9631089.0625,
  9631125.476276066,
  9634462.5,
  9665052.281556623,
  9666867.507163586,
  9668497.93840107,
  9685818.14464171,
  9686373.75748423,
  9691779.466871144,
  9694001.5625,
  9694311.086267598,
  9694335.88105086,
  9710049.350052232,
  9713689.0625,
  9719446.875,
  9729802.22434008,
  9736621.496169535,
  9736773.301513022,
  9737193.561979169,
  9737634.844708333,
  9747659.308894252,
  9756333.026257457,
  9784667.1875,
  9785072.898801034,
  9785154.078704832,
  9785740.625,
  9786222.68262165,
  9789493.328686846,
  9801939.398558846,
  9810625.0,
  9810793.2293001,
  9824888.605550053,
  9831924.267239355,
  9849090.260038448,
  9850965.992333667,
  9854826.5625,
  9856434.027620764,
  9869862.020472076,
  9872272.869254427,
  9887359.375,
  9893186.451300688,
  9918685.86012169,
  9935228.673708797,
  9935819.748498257,
  9937867.1875,
  9970682.297531042,
  9976271.30476085,
  9976300.653837714,
  9986432.227379669,
  9987204.6875,
  9988392.1875,
  9990530.976803172,
  9992445.739525894,
  10011248.4375,
  10012932.401716644,
  10024047.736269502,
  10024701.5625,
  10027209.329836134,
  10029220.880729236,
  10030449.95388302,
  10031047.28716432,
  10054237.5,
  10055614.462797917,
  10055732.995326245,
  10075393.674414122,
  10082708.942059992,
  10121020.048098966,
  10137688.73802151,
  10142009.213908482,
  10236856.44314206,
  10242889.72813129,
  10316002.123966085,
  10318548.373510031,
  10322275.0,
  10361965.625,
  10362991.960428633,
  10366264.211739825,
  10374084.587855797,
  10375434.28995653,
  10375480.552426707,
  10382637.5,
  10383050.707453115,
  10398164.0625,
  10398847.036222653,
  10400874.443852501,
  10429443.901685247,
  10451558.505453715,
  10469573.4375,
  10487593.75,
  10495743.75,
  10499112.261099786,
  10502554.6875,
  10519501.5625,
  10520053.628855012,
  10521064.779757673,
  10523625.092064248,
  10534825.0,
  10547895.3125,
  10606951.153465614,
  10647809.934534589,
  10672235.204122283,
  10680899.44848543,
  10682431.85937626,
  10682438.814495474,
  10683846.875,
  10687717.1875,
  10689173.765945567,
  10707575.0,
  10716385.066368548,
  10721181.089084866,
  10724932.8125,
  10752325.89004829,
  10754973.048664484,
  10758399.830602901,
  10759309.845403403,
  10759637.5,
  10765481.677560933,
  10786878.268665897,
  10796723.4375,
  10812960.266730977,
  10813941.530496495,
  10814968.047638236,
  10819482.469296949,
  10820405.305875236,
  10843745.666718574,
  10852603.137463707,
  10862033.469242994,
  10862037.686570428,
  10873896.875,
  10873920.20453951,
  10876686.502166457,
  10880265.039550142,
  10883021.875,
  10910168.078196306,
  10915070.3125,
  10923097.187439032,
  10933966.729900027,
  10936189.770960249,
  10960621.630376723,
  10961642.853337992,
  10962725.99375935,
  10966735.9375,
  10967516.973591253,
  10967914.0625,
  10985082.594190339,
  10988182.992835727,
  10992142.450360388,
  11065697.203020481,
  11067383.06818605,
  11068176.5625,
  11068246.468585972,
  11068403.741832573,
  11081462.5,
  11085401.23959196,
  11090343.042349301,
  11095835.9375,
  11098104.509105483,
  11111001.102645785,
  11112640.625,
  11138908.673320254,
  11142112.5,
  11166441.945267146,
  11179657.810476214,
  11210002.238246033,
  11214377.16365889,
  11214813.528930515,
  11217912.5,
  11218863.493760306,
  11220631.25,
  11224463.745670643,
  11225142.1875,
  11225777.215973044,
  11246074.17043407,
  11250409.375,
  11254731.25,
  11257222.156833319,
  11257222.168018457,
  11260315.563322177,
  11267335.9375,
  11268611.17036896,
  11270860.779518433,
  11275046.61505753,
  11277629.6875,
  11282323.842798447,
  11283616.992216295,
  11284670.713310821,
  11286550.583782997,
  11287418.75,
  11289851.254652672,
  11290318.361558437,
  11292507.673088962,
  11294935.113646384,
  11313177.395539148,
  11319467.711894985,
  11320198.4375,
  11322224.264320584,
  11332733.88314412,
  11334832.69671629,
  11348448.368704634,
  11349975.961889904,
  11350849.540423224,
  11351754.417201728,
  11353356.159668902,
  11354222.933507549,
  11354693.251173105,
  11355118.112448417,
  11355293.419346895,
  11357781.25,
  11358063.515722219,
  11361573.4375,
  11363456.798485434,
  11380612.5,
  11389434.55746474,
  11389685.9375,
  11390230.35866111,
  11391353.163458517,
  11391599.358776357,
  11391686.194686215,
  11392781.25,
  11392910.9375,
  11393310.013952615,
  11393596.580088986,
  11394253.724970171,
  11395843.75,
  11396042.856013361,
  11396727.562203078,
  11396938.142031327,
  11397272.755891614,
  11398501.29892536,
  11398920.24177856,
  11399028.125,
  11399035.334432075,
  11399098.360388204,
  11399500.408160897,
  11400135.708419435,
  11400431.28150927,
  11400885.879506208,
  11403440.625,
  11404248.445010945,
  11404314.0625,
  11404646.300984532,
  11405261.33212472,
  11407367.673891336,
  11407645.894053686,
  11408706.224284591,
  11408877.924578447,
  11411146.08830845,
  11424524.794767892,
  11425871.972857516,
  11427654.6875,
  11430477.199697282,
  11433180.56024033,
  11434376.015662855,
  11435346.857440695,
  11442152.950484699,
  11446950.0,
  11448453.342134036,
  11464540.44883428,
  11472277.172491958,
  11472530.815735122,
  11472867.989955785,
  11473183.63007878,
  11473659.227460383,
  11489857.526441338,
  11491945.3125,
  11492597.080779765,
  11494356.067864908,
  11495911.728751888,
  11499998.916559355,
  11500743.637695055,
  11502124.373216717,
  11503276.14699272,
  11506933.596523486,
  11509257.8125,
  11522767.304110222,
  11528782.255481899,
  11528787.146336392,
  11553059.375,
  11553406.846272768,
  11554124.567228906,
  11554977.544338807,
  11555855.022618627,
  11555879.6875,
  11560540.625,
  11562002.03717936,
  11562029.491864588,
  11565963.35838939,
  11567598.056048498,
  11585351.5625,
  11593905.589430213,
  11595230.55351776,
  11595256.25,
  11599307.8125,
  11604837.5,
  11610434.284221712,
  11615735.157921014,
  11616918.355254821,
  11623845.3125,
  11626686.407080648,
  11627802.592567416,
  11636381.900777424,
  11641391.664576352,
  11651630.15649976,
  11651947.127603514,
  11660881.534296341,
  11674248.456858173,
  11687179.645998586,
  11694398.924208203,
  11703450.0,
  11711198.282055952,
  11713322.942227822,
  11718142.1875,
  11728794.814691039,
  11740218.75,
  11741381.750248445,
  11766518.75,
  11770653.986138616,
  11772366.546270285,
  11783697.10467887,
  11783699.177310932,
  11789439.481581088,
  11792119.616042368,
  11796049.785743875,
  11796526.5625,
  11801590.625,
  11815674.056435708,
  11817071.422094282,
  11842051.224541372,
  11844004.6875,
  11844234.923617978,
  11844721.875,
  11845337.5,
  11851540.625,
  11873585.438156087,
  11875674.728067525,
  11878008.78796915,
  11895834.375,
  11900976.460133366,
  11902607.8125,
  11930268.75,
  11939657.356356457,
  11940079.6875,
  11970449.427683054,
  11987531.821094917,
  12020362.31298538,
  12023543.75,
  12023941.614094537,
  12024942.892175304,
  12026812.473965557,
  12027739.0625,
  12029224.42978359,
  12032542.20355111,
  12032873.100024184,
  12046048.4375,
  12063907.03430941,
  12090593.004504638,
  12107906.922928633,
  12113201.345462315,
  12126977.900676334,
  12171723.560281586,
  12194724.279276798,
  12201550.0,
  12254737.236793939,
  12257024.369163994,
  12282856.144586693,
  12283422.681399241,
  12335514.915241024,
  12338251.5625,
  12341935.886502787,
  12350485.962586017,
  12352308.83889967,
  12360396.874151515,
  12361923.4375,
  12361933.55011355,
  12363482.227522215,
  12368365.625,
  12368370.911487617,
  12375830.561100297,
  12380135.471443182,
  12399202.76279854,
  12404466.879311796,
  12415612.826864101,
  12422298.874843255,
  12441924.739005174,
  12449017.1875,
  12468046.875,
  12477295.844706949,
  12479710.9375,
  12481740.390489835,
  12497104.107507044,
  12503879.509508263,
  12513880.000709625,
  12520015.073652338,
  12526226.5625,
  12526348.600433463,
  12526440.628468176,
  12530822.823786566,
  12533016.135941075,
  12536050.0,
  12537414.0625,
  12539654.317457687,
  12539659.895429173,
  12554392.908027982,
  12554594.519000186,
  12555787.5,
  12562905.384620367,
  12569713.418216638,
  12572028.125,
  12577007.461802995,
  12585350.010394916,
  12617078.125,
  12627058.762942463,
  12627534.375,
  12630806.589137083,
  12631255.963545889,
  12639060.239986667,
  12640214.11997417,
  12642178.406479193,
  12643187.533344442,
  12644747.886785414,
  12646309.375,
  12646328.33645844,
  12647969.99543075,
  12649440.344090547,
  12664210.809234375,
  12664585.9375,
  12667740.625,
  12683364.525280839,
  12688019.414826505,
  12688848.4375,
  12690067.1875,
  12696634.040202769,
  12700784.375,
  12706797.575898807,
  12709363.536424888,
  12715224.355624,
  12717362.399088668,
  12717770.340788564,
  12719378.86322325,
  12719741.910092624,
  12720143.75,
  12723753.291625084,
  12724671.646082893,
  12725816.191219252,
  12732928.125,
  12734034.31974082,
  12736489.0625,
  12737742.44083154,
  12740012.337970136,
  12740679.6875,
  12740939.0625,
  12741635.34617169,
  12741687.791515639,
  12757613.558620721,
  12759297.992470142,
  12769666.360823112,
  12775060.3707697,
  12782248.402643923,
  12782514.0625,
  12783207.492296377,
  12783512.332495218,
  12783854.621681023,
  12783856.304097146,
  12784414.938976401,
  12785258.997092407,
  12785282.8125,
  12785296.346614508,
  12785386.162173001,
  12787059.740666375,
  12788788.587615067,
  12795067.517014544,
  12803732.595319968,
  12805273.322140614,
  12805374.318319703,
  12807378.125,
  12820129.296525072,
  12823631.25,
  12829878.311956974,
  12829886.06495679,
  12837076.056907775,
  12849057.8125,
  12859885.29157671,
  12860101.348932186,
  12860511.556838632,
  12860780.848520944,
  12860892.47455594,
  12862266.741263935,
  12863118.356760152,
  12864510.51726529,
  12865640.731484042,
  12865672.929423321,
  12870023.486555248,
  12871798.967175921,
  12877438.325861452,
  12879309.375,
  12880179.446854096,
  12881469.718063021,
  12882115.759117467,
  12882407.8125,
  12882476.40423139,
  12882522.728598244,
  12882617.1875,
  12883092.302099781,
  12883399.415677017,
  12883532.8125,
  12883662.580120739,
  12883673.841892878,
  12884557.374881236,
  12884592.016125795,
  12885495.723292526,
  12885616.273649065,
  12885674.981917184,
  12885707.8125,
  12885862.235886073,
  12885917.1875,
  12885918.75,
  12886138.734555576,
  12886159.456710825,
  12886253.125,
  12886426.5625,
  12886832.8125,
  12886852.510995572,
  12886914.0625,
  12887164.939066006,
  12887165.625,
  12887358.509985631,
  12887382.187142264,
  12887531.662720867,
  12887714.775030114,
  12887903.79095053,
  12888035.76692602,
  12888141.002820313,
  12888539.0625,
  12890224.334861074,
  12890376.645531584,
  12890385.9375,
  12890748.195060562,
  12890913.20312725,
  12890999.4579256,
  12891238.4490509,
  12891272.024127455,
  12891367.1875,
  12891476.644778445,
  12891508.320528597,
  12891873.362365711,
  12891945.195685934,
  12892989.0625,
  12893003.125,
  12893020.283632461,
  12893426.660407709,
  12898293.459489118,
  12903027.926867755,
  12903039.0625,
  12913745.065448258,
  12914169.65478934,
  12914450.10115854,
  12914504.437714295,
  12914944.968546595,
  12917201.180519216,
  12918403.806996997,
  12918606.04011384,
  12918623.860481055,
  12919692.084191587,
  12921454.6875,
  12922346.134979486,
  12924982.601752542,
  12931629.465929125,
  12935893.978405917,
  12935899.324389663,
  12947634.34093633,
  12950803.276346976,
  12950807.823127085,
  12960780.047911173,
  12964914.225704743,
  12970155.789591217,
  12973114.199313784,
  12973670.3125,
  12974301.293809913,
  12976176.167534221,
  12981220.3125,
  12982340.971895805,
  12983376.655979304,
  12985483.635365836,
  12988309.150872052,
  12988574.706446856,
  12992309.237110868,
  12994785.9375,
  12996034.375,
  13001488.412948966,
  13001529.179863885,
  13003768.75,
  13005463.161953673,
  13009638.792140722,
  13012839.94850192,
  13013036.955114296,
  13013196.846854847,
  13013560.224951707,
  13013564.154675806,
  13014312.5,
  13014338.31254009,
  13014452.794187523,
  13022102.860968258,
  13022270.70311015,
  13025731.25,
  13025857.043523474,
  13027529.593916398,
  13029076.073407685,
  13033504.6875,
  13034545.867045341,
  13034772.602285948,
  13041749.300775494,
  13044748.812852696,
  13045720.190151552,
  13045932.125918142,
  13046808.81082706,
  13049268.258440847,
  13053044.64796338,
  13059882.767339842,
  13060711.385855028,
  13062350.91589348,
  13063044.775960281,
  13063675.0,
  13063703.125,
  13063750.687941732,
  13064250.62472404,
  13064705.233491806,
  13064917.136668108,
  13065151.537363352,
  13065164.0625,
  13065226.5625,
  13066231.4503543,
  13066618.70213573,
  13067377.902974294,
  13067692.1875,
  13068320.76904647,
  13069288.261373118,
  13069710.576353561,
  13070037.491784262,
  13070094.848381653,
  13074481.25,
  13079590.625,
  13079590.625,
  13089442.1875,
  13096431.07524667,
  13106240.625,
  13110259.375,
  13110404.691236375,
  13121578.249236098,
  13123726.798163503,
  13126403.125,
  13130369.794970317,
  13135200.03243463,
  13135297.935735576,
  13135663.00604076,
  13135802.809180478,
  13136260.733353814,
  13137440.28752284,
  13145696.171979832,
  13145800.931730209,
  13145985.124858614,
  13146085.182184452,
  13147400.0,
  13148715.230128849,
  13149276.279942451,
  13150626.353829758,
  13151367.1875,
  13151682.269625107,
  13151743.054098006,
  13151785.767578123,
  13153360.008266188,
  13154190.699902702,
  13157545.3125,
  13159390.832047477,
  13159617.86539861,
  13159630.110784631,
  13159818.50808455,
  13160109.375,
  13160468.33635996,
  13161711.590171296,
  13162067.98394313,
  13163792.1875,
  13163819.76819953,
  13164073.117765805,
  13165142.152384305,
  13166303.125,
  13166507.8125,
  13168121.57321416,
  13170220.797172932,
  13178230.53999498,
  13179249.822061151,
  13179888.104232037,
  13183973.929964602,
  13204636.345044207,
  13208799.02125049,
  13209238.972481577,
  13210198.4375,
  13213978.13689867,
  13214276.375784332,
  13215955.357606227,
  13217557.5771847,
  13217647.313842338,
  13218173.684036015,
  13219843.75,
  13221036.58275474,
  13226354.907135354,
  13249531.01728129,
  13250053.125,
  13250562.491471857,
  13254085.9375,
  13254247.147917217,
  13254252.220747398,
  13254563.88732907,
  13255637.600567428,
  13256796.468900088,
  13257845.99622759,
  13257922.996348027,
  13274273.4375,
  13275291.255322473,
  13276359.228445541,
  13276813.670976846,
  13276960.9375,
  13277398.836496145,
  13278050.0,
  13288871.172199331,
  13304105.71078796,
  13304870.445786294,
  13306869.888675248,
  13322310.418717029,
  13323409.892140282,
  13324051.076483166,
  13324558.89704203,
  13326446.875,
  13331545.191437079,
  13332214.0625,
  13340223.4375,
  13341450.821970949,
  13345182.8125,
  13347340.129448937,
  13364580.502121303,
  13367452.341488514,
  13370874.585511778,
  13372998.4375,
  13373007.202375444,
  13376915.02648948,
  13381966.096494699,
  13385389.931301756,
  13385407.8125,
  13386588.132892096,
  13389329.606553558,
  13389942.43958548,
  13391854.6875,
  13398847.841402413,
  13404039.936231544,
  13406076.5625,
  13408132.8125,
  13415968.75,
  13417317.52785026,
  13431011.99028423,
  13436534.317323845,
  13443507.8125,
  13447132.21263637,
  13448412.210799076,
  13450706.25,
  13457715.625,
  13459498.4375,
  13482259.91607836,
  13483052.665030567,
  13487829.6875,
  13520394.089873247,
  13520395.323393913,
  13542534.496207578,
  13553679.896861142,
  13553962.123588419,
  13554521.161447058,
  13555714.13930029,
  13557544.895257913,
  13588472.986840572,
  13588868.720617376,
  13591067.45579964,
  13595506.784463564,
  13621322.434034305,
  13637420.667325279,
  13701148.4375,
  13715956.25,
  13730757.8125,
  13758641.597578801,
  13758651.943681264,
  13759375.032465992,
  13759401.5625,
  13770692.400891727,
  13792787.955512764,
  13792818.75,
  13800907.8125,
  13800914.049486468,
  13803651.5625,
  13819428.858650554,
  13820604.191934576,
  13823195.3125,
  13823216.753573488,
  13823877.301853146,
  13828027.976210754,
  13840486.716780689,
  13841876.391722988,
  13843520.3125,
  13858144.430686923,
  13868324.522012416,
  13905114.0625,
  13906570.214384254,
  14002205.840503829,
  14009016.40854794,
  14009398.24460243,
  14009406.145637255,
  14010186.504000913,
  14010240.836348595,
  14010958.861512633,
  14021482.653648792,
  14024903.102358399,
  14039840.21397577,
  14060203.125,
  14061246.875,
  14061675.283744132,
  14062997.124902964,
  14066084.573619338,
  14068585.9375,
  14076695.3125,
  14132916.955219299,
  14190795.3125,
  14194839.0625,
  14197310.9375,
  14205187.5,
  14259284.375,
  14262853.208841568,
  14264092.1875,
  14305624.95950936,
  14315257.536600897,
  14329853.645998484,
  14343724.285072355,
  14345813.916385816,
  14350575.937893756,
  14365035.361679925,
  14366218.75,
  14400429.062859356,
  14416234.954935025,
  14442409.971134314,
  14458631.57263636,
  14459799.508311773,
  14467719.72972359,
  14509632.065334316,
  14522303.142075175,
  14527151.949154167,
  14528028.125,
  14530292.295824336,
  14532058.334324816,
  14538560.704274341,
  14539331.483222533,
  14545162.5,
  ...],
 [23.50773601363167,
  91.69357576245898,
  9.368689689713976,
  8.358665545444527,
  16.32870560422179,
  51.29953920545354,
  40.81299661557926,
  8.568398058207162,
  9.852575090336993,
  65.58838139278596,
  49.54755956493878,
  58.02684880491954,
  18.53438365651321,
  5.742669106666688,
  6.022540480613146,
  31.703420678788927,
  7.343721116879891,
  40.06154901312659,
  34.25888681137811,
  77.79294683830986,
  9.915981576276275,
  28.97485031164553,
  11.791004102067976,
  67.22211569893707,
  6.498573774684432,
  104.29212994896291,
  26.09185703010291,
  44.386240577498,
  97.05109757170386,
  104.71267755803592,
  51.14641530941111,
  66.72801689965594,
  6.06640677084755,
  122.15591684014326,
  5.1473907481965355,
  6.6525358177044325,
  7.2788454074972,
  148.97038166770622,
  28.01946276061315,
  86.62579827489614,
  32.03307591916983,
  10.646789295984217,
  71.51181463748566,
  36.84232447935492,
  8.332372508401514,
  64.61661331583852,
  54.269758298948815,
  44.2095756413335,
  107.02654881416561,
  130.9742259990498,
  130.27290176983595,
  128.47408511402864,
  6.724981638644506,
  27.830414863391205,
  14.494515523540583,
  33.47478147577382,
  9.256930263837036,
  130.16810494413926,
  46.44622950582786,
  24.226707263020668,
  46.768858724849466,
  43.73528730682115,
  67.56141832578797,
  71.21980828255069,
  13.091790988071102,
  56.686649314923294,
  20.707015837639496,
  13.371874366094557,
  23.45187345478554,
  5.285225387220607,
  65.53807814739625,
  21.79324420954682,
  33.29661998486875,
  42.83873721236091,
  55.18210795387643,
  10.380032808995143,
  5.60260951500199,
  44.660717626174744,
  22.158767539439634,
  16.67246150956112,
  73.70819318192868,
  6.202129552874486,
  31.950490295492596,
  25.61992773625149,
  12.448565374926167,
  15.00608100998806,
  42.33425297887363,
  9.806543544481285,
  27.414605947587415,
  45.985840165747305,
  8.726180512696233,
  13.425218407765561,
  135.39146880038047,
  18.861095158870437,
  48.411499249095876,
  7.282911489835801,
  150.90789494209096,
  13.460870120215636,
  6.297567724754474,
  6.412829761833383,
  34.62231857224189,
  51.350375089911154,
  14.261148215588575,
  7.23739799126503,
  37.83816889394279,
  130.7780150874796,
  17.71421510856653,
  7.311453503299962,
  5.926779131678573,
  11.964003604297101,
  5.8504480177084055,
  59.60682768041788,
  7.882568154979109,
  158.39537980947478,
  11.017591673437549,
  90.58421383596743,
  56.72957139179259,
  5.942614602251109,
  52.263898644096145,
  65.18167323173667,
  5.167986135249011,
  22.128878605868074,
  20.47699811426378,
  15.626293098636408,
  24.969281169156417,
  95.43385234674993,
  85.27161322999414,
  7.879087004341469,
  39.15618051119684,
  113.7767286312334,
  7.636925777254308,
  13.723228800552832,
  6.030647514517522,
  6.089682280675566,
  32.66255928552248,
  18.919392316069988,
  50.51750906558679,
  25.893857556586102,
  37.804029860544475,
  25.14225432946111,
  67.314166989817,
  19.485755566293207,
  37.34231752026652,
  189.9478633619671,
  41.60258455451603,
  6.862468301997917,
  62.27708914410489,
  28.69216631082145,
  84.48514261721778,
  8.039175584882377,
  6.64838384515687,
  16.31962832928783,
  7.525342688836239,
  71.90212604946453,
  7.6579454472451305,
  6.478278592874795,
  21.543865455239015,
  70.72115188150102,
  76.32461400651106,
  8.670593715873682,
  22.793443154927417,
  10.921601152257916,
  6.458015778064881,
  17.095432838726197,
  54.86283722218303,
  15.824054618507674,
  63.124275119855895,
  71.47867106418406,
  97.40611469002745,
  46.26970112722792,
  96.23064125989086,
  22.315677517469787,
  15.897967469465154,
  81.98062950748466,
  181.72131646615966,
  83.71290536965869,
  11.731436494231742,
  22.954960489074853,
  43.36281317797018,
  144.01414336158015,
  7.482249660289441,
  38.83760682096518,
  13.419077372486345,
  95.2645830565895,
  75.89157640671479,
  11.008875798272424,
  24.206073990263413,
  20.877554948085017,
  169.64062534407645,
  6.03613557228995,
  63.6441080164614,
  38.0405138435008,
  13.098814175848396,
  41.67318934269272,
  113.62350884727657,
  13.99331277299718,
  7.765349875334513,
  79.56918216317648,
  22.43177651121272,
  12.806758653092457,
  33.70481349451362,
  151.02862780458392,
  17.66315994878846,
  94.09615172297664,
  33.755220149386915,
  91.65226345682524,
  18.998910614300485,
  15.68736666119837,
  27.11390005548957,
  13.513538080735717,
  6.234361320893122,
  30.242155614981215,
  25.703583915418335,
  15.73259026791764,
  19.343030392037747,
  87.14158940757824,
  23.042451317530897,
  96.47143173744395,
  195.6890874861569,
  194.36808140979016,
  74.41260464003787,
  19.445656569187772,
  21.882909156272387,
  34.096549358660894,
  160.73828390093627,
  27.804611370376325,
  156.16704611646145,
  7.164487059877824,
  29.52577715323133,
  9.463041727038219,
  9.995200048697042,
  62.52157639059537,
  32.60914372703614,
  47.26776578582836,
  8.16415808890799,
  53.28277313881382,
  46.13225821208192,
  8.572296473381238,
  21.37179267507799,
  8.335869956722158,
  58.155667672101025,
  75.67728229463924,
  20.497079459161284,
  159.15146590674377,
  25.690284134276908,
  26.320959568192002,
  9.905930616761617,
  15.29095012721705,
  34.731921354740344,
  66.47230224497842,
  11.683070328734525,
  165.02818324770766,
  27.272691596727626,
  59.14864700837147,
  47.38845969247138,
  30.451882652241302,
  22.678653513112845,
  38.01751597612336,
  168.55753081422407,
  35.84718802887981,
  8.526406000987594,
  24.292569456350243,
  40.290109290446146,
  19.94345441685804,
  75.41674810791503,
  80.4043692824294,
  54.63336190289036,
  15.00031488038747,
  5.550522451838221,
  6.2687743521699995,
  7.3054978519299025,
  32.78544360062532,
  39.28436512872401,
  41.31629308792024,
  27.888123974095805,
  28.511971870047127,
  103.29847206116533,
  19.934918002978257,
  75.72971154279756,
  11.653908075276371,
  7.445712167320012,
  12.450817282703127,
  53.76151650835551,
  11.654074836839694,
  8.892734274390488,
  28.9209422510421,
  37.789847133302125,
  45.887991764210575,
  32.64577395545669,
  98.55612486901254,
  74.49017008432159,
  11.682292860905708,
  16.014683974298247,
  28.572632024405696,
  5.78450888737387,
  9.913780146728493,
  112.71563505223673,
  24.705548499558244,
  19.644826192730935,
  34.676572786685945,
  32.98053601280196,
  44.63367884817708,
  48.014245587906906,
  5.432434622322315,
  38.285439641244885,
  30.837756978673873,
  7.120919767019852,
  62.96614396983581,
  17.864352873731413,
  261.3996921119649,
  43.95568344819996,
  41.68557024295984,
  141.32510203879468,
  227.97443151437133,
  71.9465875603255,
  188.8068580295031,
  108.57973980958403,
  52.16997113882993,
  204.4477929528312,
  29.294703836988262,
  9.59209781739085,
  9.279789977630116,
  178.13202030145615,
  135.39812133834783,
  35.77959056674643,
  26.232011446844187,
  35.855541626453544,
  248.99227243871505,
  59.33003886436119,
  59.655809480554176,
  17.757438959959277,
  44.39924056954182,
  29.3089857197601,
  66.38672455174999,
  76.67137274864216,
  6.609469050948651,
  112.7292156609451,
  25.52332210585183,
  49.69888697723705,
  32.32168963720659,
  34.26889443130785,
  10.951426978592389,
  27.233923304740358,
  6.194185099686879,
  21.90604919838497,
  53.132850205374226,
  10.989389145225747,
  21.453365635566552,
  13.329260043815953,
  87.55179835584202,
  137.5902832265423,
  119.81729228351408,
  14.673133450512745,
  41.58697099524519,
  34.649288453293636,
  45.13504850930165,
  34.63198138075596,
  66.44766834553482,
  29.820409091369466,
  5.709209989297701,
  93.67033479631239,
  32.205649886063,
  90.37626885701975,
  82.9528138067802,
  28.980915349564647,
  10.696041439101291,
  12.215741947087814,
  32.95411070509691,
  55.58082907623168,
  159.66579411443485,
  18.12268518633085,
  12.854739969368328,
  9.11805507661013,
  9.272311632586375,
  84.83272201196876,
  20.523073869769714,
  27.08710216649725,
  39.594577877716794,
  74.97890082705632,
  7.614673943815447,
  14.724977476262426,
  94.59610546418703,
  24.94627871002576,
  46.247659263481324,
  97.06511524798972,
  16.694220957662946,
  73.54658574875396,
  5.647048161088598,
  39.70666616692198,
  14.228925471723043,
  53.963817493655284,
  35.45112837585415,
  7.639018731356828,
  75.82624536923404,
  12.294854943232272,
  6.633194758669808,
  47.53662345097537,
  65.2432619569162,
  66.9597739266677,
  40.432482952273666,
  13.78791432487759,
  53.58703036986972,
  154.9212127679457,
  222.18117404399032,
  21.703464052524723,
  19.43484207293716,
  57.746820260648214,
  37.425809978309154,
  67.37978594622729,
  182.8269723196866,
  25.382872423596638,
  40.86685461020059,
  17.147232053121268,
  8.228068242101488,
  29.498825287933588,
  22.379506773662307,
  13.70772818336694,
  58.53733308130117,
  21.157768367337354,
  28.19613785895183,
  50.54620586219676,
  46.78779998068814,
  17.834116783938683,
  16.660311625148204,
  20.724508266737853,
  101.96487572376297,
  42.024270736658906,
  66.4610947799798,
  120.00058462388199,
  73.71177672354702,
  147.47375251803064,
  32.118422690364895,
  105.9200488661143,
  20.028104508779705,
  52.77504796801833,
  34.54893304631687,
  62.35253477299657,
  36.76622019371028,
  39.849383650193495,
  75.01622561227084,
  6.687177142277254,
  50.72277591221561,
  73.49732992354214,
  10.386330559235585,
  18.924753408610332,
  101.62012721488236,
  7.250447646425745,
  27.678137316906096,
  8.442866181092617,
  11.158100287250724,
  22.171001869522648,
  17.18991596496207,
  50.100864917276056,
  36.64929697688312,
  17.922973385439132,
  29.394778720221556,
  32.17453403866465,
  151.8316319197182,
  137.46543905923454,
  39.29705167323759,
  12.023446203036876,
  12.955207044402686,
  15.895704215649195,
  93.99496744817245,
  11.85268449433775,
  19.734240745832434,
  8.176434304118056,
  37.98830220272817,
  65.39522097897574,
  28.699804780756693,
  13.456903680262906,
  30.584709419940665,
  33.66170599636286,
  12.900896681893279,
  91.80978208626114,
  33.3195598189538,
  92.2610130217052,
  21.499647549351103,
  79.09196744657702,
  13.09384571503665,
  88.86192429971776,
  26.652564635245405,
  308.4842527856659,
  55.31701935125432,
  67.21538661692824,
  83.76870492357716,
  42.139857593133314,
  28.42342920022981,
  25.309876916026706,
  91.46014465327137,
  8.889454649803374,
  202.10723798253792,
  7.114624769889963,
  37.267381263872885,
  57.879967218198026,
  8.29508369866759,
  23.283559387511364,
  133.87823423666072,
  19.10437676026985,
  61.441433952016794,
  5.750966581409687,
  32.9908279241994,
  9.148664090167786,
  28.236122396219216,
  19.54170376417393,
  60.89604154679097,
  14.024991457527486,
  20.280209245861517,
  18.616062040794503,
  19.2694707526636,
  38.186545975989965,
  40.11399715955088,
  100.9250877070698,
  16.854367000686608,
  10.381784407737085,
  97.4006584360415,
  124.09604238341892,
  6.920276976045874,
  153.70146799539202,
  56.05117832914263,
  30.2371479891362,
  15.2705227899926,
  13.384723996961387,
  22.012037160043697,
  137.37172124499176,
  16.353203026850245,
  67.1077185826672,
  101.5641426167715,
  108.11738045411695,
  51.375166393263825,
  23.184547774354357,
  60.86444638208478,
  7.520565792375382,
  20.73059266929864,
  14.303878213703973,
  70.3334226715174,
  20.99572912521275,
  72.42956193380844,
  9.473080257222788,
  49.23682860139699,
  30.07931285635768,
  6.8699870701014145,
  85.30198491590964,
  115.32562187455683,
  30.261332220602167,
  6.571889673012503,
  113.263705217673,
  126.153238714541,
  30.756734985702046,
  117.66533456299173,
  31.308497427470236,
  126.80066395878683,
  8.109439197466239,
  160.9599373752252,
  42.3084403169008,
  5.581057848132738,
  39.5869421931352,
  16.413566347301128,
  101.62133568064891,
  5.372461829900642,
  53.94871154090605,
  5.964299092879148,
  189.94225249449696,
  232.32262196612413,
  81.53726477838077,
  29.74113131564465,
  23.535127129685097,
  54.527696373521735,
  26.223852294348514,
  46.19385946091883,
  104.92713599894049,
  22.921863617625128,
  6.5966158551947425,
  47.99438767590741,
  89.99666852445782,
  53.73399806391869,
  48.29729695459142,
  30.50401025405902,
  43.57062117677949,
  20.16441004503722,
  43.83421551292349,
  11.172213420638105,
  12.51777957155341,
  42.37387587271571,
  47.113483751060976,
  6.513532291784956,
  158.05553333979842,
  17.078576775435277,
  59.90667999260244,
  42.853894856658634,
  79.05303081685321,
  16.003811636358243,
  25.68907511397639,
  49.66166904893613,
  52.11572471129787,
  13.082690377764397,
  26.048065726953794,
  33.87191168667852,
  13.479160525392226,
  52.98946238230582,
  13.146928877760793,
  6.262804574884028,
  101.99941604917777,
  10.661561366197049,
  131.84201836390886,
  14.696435682062813,
  9.377568121682446,
  10.201628541777957,
  22.804103836227828,
  145.03044444182004,
  10.391354850816796,
  161.1626708262657,
  9.660996533830998,
  21.747349173287592,
  76.70257788258982,
  9.154277097590239,
  31.794798480359848,
  5.664705376130551,
  31.807145900493495,
  85.10621227979874,
  79.38404438279774,
  12.830170837942237,
  11.33295078146289,
  13.310756296827236,
  77.58967177851548,
  56.62249626122542,
  14.185516845241796,
  12.256705419282929,
  64.57388313031285,
  6.82220093037443,
  13.475744794571092,
  10.564061221249538,
  7.015199129673676,
  313.06218782422667,
  37.58552935144864,
  51.16528146773681,
  128.62099189927807,
  26.087174770179065,
  99.09804408899203,
  24.539719040802797,
  13.074638597878765,
  7.157159069222387,
  58.33243381168388,
  14.37073089022526,
  11.347409040092801,
  56.373607191252226,
  11.311686239654101,
  10.322641895989916,
  73.25431167168728,
  7.142673446020628,
  21.802903850275875,
  7.0109780790808935,
  10.87000247883911,
  54.851127656811784,
  18.16544322241925,
  34.21069413754776,
  67.09871215117003,
  121.49512015206048,
  29.731823596113056,
  100.88974716754652,
  86.99978608918872,
  15.262375776536002,
  76.9718233345622,
  34.810400711908756,
  155.71128795101413,
  64.74719363090063,
  50.86970420839518,
  23.827722622784822,
  38.00034385211773,
  22.946289922068047,
  12.536075646188952,
  40.207506642749834,
  10.016524882296538,
  77.72290990828282,
  14.328916356613817,
  92.1677834280511,
  95.46727808476058,
  31.503277333155545,
  46.87038556007654,
  55.49204955050479,
  24.514939643878197,
  12.438934462690689,
  55.55401685555505,
  7.986794282663729,
  6.510725151666798,
  37.48577085071276,
  11.258795716689225,
  9.801388257421806,
  52.884521839387176,
  41.393618799888614,
  95.29845277848588,
  43.74905168916237,
  27.96605621341344,
  30.139017441335156,
  23.872713510859263,
  33.47046737061643,
  49.40353220227965,
  24.451494529890123,
  39.47626643022763,
  6.2800641811806575,
  10.758501194623262,
  32.66724488171787,
  49.35157314720133,
  5.751581821326128,
  53.13979355786377,
  11.860158765771388,
  26.63668107170012,
  37.47523095127946,
  150.50110831142723,
  14.194797464837714,
  24.807074155910115,
  46.08328370775543,
  13.02794099664265,
  166.66772891047924,
  9.462740441910704,
  5.814766997997954,
  23.2786514465311,
  5.3475453885404365,
  85.81443342622273,
  200.54414424002326,
  35.83352096078105,
  21.597657215655474,
  22.60902273236965,
  37.81171980487207,
  132.76827631118388,
  15.310195444408274,
  111.84488629793827,
  20.615485345320018,
  42.24278843846433,
  13.528564352590529,
  31.384292104615326,
  28.64504934188106,
  23.266289925526582,
  13.305181052615957,
  29.589478636248817,
  12.348351290027548,
  85.5770208886503,
  6.635568118753482,
  92.34809040386723,
  99.42066274153524,
  52.138572916177836,
  8.335930432154763,
  44.14758394690106,
  12.689907903684587,
  65.73480651522547,
  20.03780041622243,
  71.55796110069409,
  61.46131167430508,
  5.267910745203126,
  5.2010442287718295,
  35.658204585946784,
  73.14642103133873,
  24.33056810305271,
  18.694603643082885,
  70.83255544283105,
  23.793056011356054,
  10.94170595021153,
  32.38476162647174,
  20.87596765473842,
  72.24397134367048,
  5.883550144872363,
  58.46324424128336,
  6.856444657001657,
  99.4422479388643,
  11.260564882499384,
  69.56041004538532,
  31.029676443546034,
  12.405288423900469,
  7.29596258993394,
  51.03844238918384,
  14.751238162763487,
  11.088642607494114,
  29.189009893505574,
  110.20757356361668,
  11.45601253129194,
  27.611973270951243,
  8.172555471556965,
  40.182456406841865,
  33.959820421872394,
  43.32691297284966,
  30.795489374214977,
  85.15460967280886,
  5.060552657716009,
  86.35144466342446,
  179.99573514126416,
  35.989957416867895,
  128.7686432950429,
  38.88033093971433,
  76.91738449788667,
  34.79828616272629,
  20.968900059533375,
  103.88050890949629,
  9.538949631362613,
  74.01634092856914,
  165.1550936352918,
  7.615011012476458,
  5.033188457941706,
  12.02294829708752,
  23.55075076778843,
  19.513344448763725,
  43.39494848765779,
  227.6722433985309,
  15.123130738991723,
  18.854062424688067,
  51.05550625614824,
  91.5072127802579,
  10.561917809788968,
  21.74115802569047,
  261.41917401158616,
  62.44778643781903,
  12.192670801070744,
  7.949934711796999,
  35.75424389929546,
  22.66577253628831,
  8.326588328007421,
  38.83517696703433,
  11.467528939547574,
  21.585378635775108,
  9.716939238203693,
  9.134897202605822,
  40.51129635165736,
  22.40013143754843,
  12.328208837244835,
  12.652013356630029,
  57.95754810018857,
  13.206333173154995,
  13.848441177917687,
  11.07325876730867,
  49.837883343664174,
  44.42484330975342,
  30.374794530551018,
  17.17853051496565,
  66.52956842287924,
  36.83391911038295,
  46.69798528346969,
  32.62571120660091,
  89.03473381683875,
  44.94107686654716,
  49.77000821759673,
  49.87932201124951,
  42.936982097735054,
  10.847883266785598,
  20.455615247217793,
  24.61372696855297,
  5.735268155804343,
  8.421399356386532,
  122.542070354798,
  18.143478984290088,
  5.830412126096968,
  14.12295843174509,
  169.9827045338137,
  28.35730509359573,
  110.42420810105585,
  11.582885326309022,
  38.1396959172868,
  29.551909848013644,
  91.00387833627968,
  70.06214763265224,
  41.83119393486794,
  61.61121803052318,
  55.039910486085574,
  23.007921879139865,
  5.455511221379713,
  22.648060663099013,
  101.2806300493318,
  98.32469358101307,
  67.61223826797537,
  19.683442293903028,
  114.02944161492414,
  23.16696015993806,
  10.524118922770354,
  69.59528498584358,
  30.69021561835336,
  21.633733171080333,
  42.278686788388505,
  42.34692932318357,
  97.84336589057857,
  54.08752568825056,
  119.62126835916186,
  26.837463790137264,
  55.13445070448575,
  13.33824716181282,
  12.694832604731806,
  52.407211933670425,
  16.86657088458162,
  68.83458101502613,
  20.460656791415072,
  131.74104341535704,
  67.77865165558933,
  19.756444522163655,
  32.8915519323411,
  18.064068321994377,
  21.863136554705637,
  15.998065934608942,
  61.95151038027546,
  76.84977069354369,
  7.37177238560793,
  55.810275600106195,
  63.073029470016216,
  71.47581630244397,
  11.704910615009359,
  81.34239727996153,
  27.433212081976585,
  53.1942284787414,
  220.53042526534784,
  139.2353397213705,
  42.22445307426857,
  89.21358408415777,
  78.45170041241894,
  13.378634523702278,
  28.430991885625296,
  94.18568969842059,
  16.417206372274926,
  11.144777489932197,
  24.149191923644068,
  15.804426535826833,
  218.09773429410868,
  176.09507843382494,
  15.24254547106771,
  5.5131674266086,
  62.45981759879677,
  22.43367285891097,
  11.574677148973084,
  17.557687305003167,
  7.818770670904031,
  65.6143285649024,
  79.76916153627333,
  81.91310173676791,
  56.84252955619638,
  19.59522052564883,
  86.8097365176728,
  8.30382083004396,
  50.794383969799085,
  143.382174334976,
  6.857986116830706,
  36.288911182914916,
  43.680267261385964,
  28.26991458757078,
  32.81130569670794,
  32.877356395673054,
  97.10111552748442,
  47.909508022278246,
  36.76213021363865,
  18.77941090951688,
  7.550295266226243,
  12.611987388832562,
  14.328229358796506,
  40.2217592125404,
  185.6333935991762,
  57.5107455200946,
  86.04771047850842,
  36.40618071803739,
  50.01601593909617,
  7.343871727027119,
  10.839012520974839,
  77.65054658292217,
  28.96003008328018,
  9.51674118508397,
  32.05129276591222,
  99.44757866791356,
  35.7786505210347,
  57.9690601395624,
  107.0847077969425,
  79.93631806144025,
  9.583430252963621,
  13.15062685955306,
  7.676690104489215,
  95.22185553306969,
  49.62244052964576,
  24.656100796228838,
  226.96148765127526,
  57.033555552388044,
  124.72475220840222,
  38.85527810545929,
  72.41747369096593,
  14.327259410762597,
  99.0649500818401,
  130.4991133145722,
  70.98122057997475,
  5.740737917986916,
  8.792153059295769,
  52.21637128465247,
  31.709628962086054,
  51.73596326650077,
  108.19841378899437,
  5.227992853936363,
  12.173811942216544,
  22.297201893926292,
  70.46984673096331,
  62.40128115767345,
  79.71780987231156,
  142.03171152144446,
  6.7669202893141005,
  17.124105682331866,
  47.43718503269159,
  24.461322843057054,
  12.054683445296831,
  5.521867424659766,
  15.911773195556613,
  71.64005219728847,
  ...])

Energy spectrum

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

([7266744.371990044,
  7322035.9375,
  8032890.6687702825,
  8145236.071376708,
  8153689.745663494,
  8158474.289963807,
  8205438.641123057,
  8268828.622438108,
  8324486.495631194,
  8473611.1320726,
  8481341.49133947,
  8514963.665444495,
  8549500.70409486,
  8599842.737352395,
  8602904.032562908,
  8602929.871447196,
  8604488.283056581,
  8664059.284156043,
  8689024.666164918,
  8706404.6875,
  8718180.306419956,
  8718226.5625,
  8720708.19909859,
  8724887.5,
  8725259.447860781,
  8725879.6875,
  8727179.55105488,
  8727179.6875,
  8741832.8125,
  8743030.258436201,
  8743286.97041804,
  8745437.052572917,
  8765449.788785553,
  8768369.73099279,
  8784253.89876848,
  8787950.98002037,
  8789164.629224725,
  8789719.50612643,
  8791234.34894845,
  8792752.793358268,
  8795218.492385548,
  8795227.793875858,
  8823280.790878067,
  8825623.4375,
  8826873.523106897,
  8827300.684978692,
  8831862.5,
  8832548.4375,
  8833253.22124585,
  8836512.353767138,
  8837416.886369562,
  8837858.514350386,
  8837949.803917823,
  8838112.044965858,
  8838160.815065438,
  8842604.6875,
  8852767.098091345,
  8853520.04505226,
  8863953.072249435,
  8864504.42386997,
  8864640.97200714,
  8867546.875,
  8935192.96207456,
  8936110.9375,
  8938882.224678414,
  8973559.375,
  8977841.604914885,
  8990126.079148341,
  9014541.863736877,
  9019713.871557347,
  9061913.987628723,
  9068766.717070695,
  9074125.0,
  9076317.755255122,
  9077073.4375,
  9105663.524985043,
  9105701.353942787,
  9109774.27547621,
  9109775.409913428,
  9113351.95291299,
  9117939.0625,
  9154619.779520454,
  9157567.1875,
  9159743.583480498,
  9161474.144950794,
  9165698.454338588,
  9171854.380100252,
  9192414.575617148,
  9199976.503793852,
  9229630.297907896,
  9229638.248048356,
  9233195.32954118,
  9234688.719228292,
  9235767.938342743,
  9236147.191445617,
  9236491.205563132,
  9242836.279664008,
  9242847.98600067,
  9270968.986650502,
  9277018.259326708,
  9289263.20026468,
  9301604.656590747,
  9301907.621762708,
  9318505.110950492,
  9323373.271273158,
  9331214.141224759,
  9334269.32667932,
  9334278.801637655,
  9335326.416361319,
  9336522.351375006,
  9338336.418493336,
  9343187.5,
  9343422.586473519,
  9344949.99108059,
  9346306.17839068,
  9348348.4375,
  9348371.161537312,
  9357887.536775881,
  9367516.720057687,
  9371326.5625,
  9400625.112337545,
  9401509.05992688,
  9403315.016728204,
  9406884.54376378,
  9422585.727261193,
  9423092.876954457,
  9460284.375,
  9463875.703297192,
  9470220.851487398,
  9489626.795685636,
  9493840.717191925,
  9506044.951386306,
  9506058.803799158,
  9507007.827709312,
  9507264.0625,
  9510557.00896403,
  9533514.0625,
  9582307.663597409,
  9583203.125,
  9583209.194836758,
  9586796.875,
  9592313.33460995,
  9618004.6875,
  9628037.5,
  9631089.0625,
  9631125.476276066,
  9634462.5,
  9665052.281556623,
  9666867.507163586,
  9668497.93840107,
  9685818.14464171,
  9686373.75748423,
  9691779.466871144,
  9694001.5625,
  9694311.086267598,
  9694335.88105086,
  9710049.350052232,
  9713689.0625,
  9719446.875,
  9729802.22434008,
  9736621.496169535,
  9736773.301513022,
  9737193.561979169,
  9737634.844708333,
  9747659.308894252,
  9756333.026257457,
  9784667.1875,
  9785072.898801034,
  9785154.078704832,
  9785740.625,
  9786222.68262165,
  9789493.328686846,
  9801939.398558846,
  9810625.0,
  9810793.2293001,
  9824888.605550053,
  9831924.267239355,
  9849090.260038448,
  9850965.992333667,
  9854826.5625,
  9856434.027620764,
  9869862.020472076,
  9872272.869254427,
  9887359.375,
  9893186.451300688,
  9918685.86012169,
  9935228.673708797,
  9935819.748498257,
  9937867.1875,
  9970682.297531042,
  9976271.30476085,
  9976300.653837714,
  9986432.227379669,
  9987204.6875,
  9988392.1875,
  9990530.976803172,
  9992445.739525894,
  10011248.4375,
  10012932.401716644,
  10024047.736269502,
  10024701.5625,
  10027209.329836134,
  10029220.880729236,
  10030449.95388302,
  10031047.28716432,
  10054237.5,
  10055614.462797917,
  10055732.995326245,
  10075393.674414122,
  10082708.942059992,
  10121020.048098966,
  10137688.73802151,
  10142009.213908482,
  10236856.44314206,
  10242889.72813129,
  10316002.123966085,
  10318548.373510031,
  10322275.0,
  10361965.625,
  10362991.960428633,
  10366264.211739825,
  10374084.587855797,
  10375434.28995653,
  10375480.552426707,
  10382637.5,
  10383050.707453115,
  10398164.0625,
  10398847.036222653,
  10400874.443852501,
  10429443.901685247,
  10451558.505453715,
  10469573.4375,
  10487593.75,
  10495743.75,
  10499112.261099786,
  10502554.6875,
  10519501.5625,
  10520053.628855012,
  10521064.779757673,
  10523625.092064248,
  10534825.0,
  10547895.3125,
  10606951.153465614,
  10647809.934534589,
  10672235.204122283,
  10680899.44848543,
  10682431.85937626,
  10682438.814495474,
  10683846.875,
  10687717.1875,
  10689173.765945567,
  10707575.0,
  10716385.066368548,
  10721181.089084866,
  10724932.8125,
  10752325.89004829,
  10754973.048664484,
  10758399.830602901,
  10759309.845403403,
  10759637.5,
  10765481.677560933,
  10786878.268665897,
  10796723.4375,
  10812960.266730977,
  10813941.530496495,
  10814968.047638236,
  10819482.469296949,
  10820405.305875236,
  10843745.666718574,
  10852603.137463707,
  10862033.469242994,
  10862037.686570428,
  10873896.875,
  10873920.20453951,
  10876686.502166457,
  10880265.039550142,
  10883021.875,
  10910168.078196306,
  10915070.3125,
  10923097.187439032,
  10933966.729900027,
  10936189.770960249,
  10960621.630376723,
  10961642.853337992,
  10962725.99375935,
  10966735.9375,
  10967516.973591253,
  10967914.0625,
  10985082.594190339,
  10988182.992835727,
  10992142.450360388,
  11065697.203020481,
  11067383.06818605,
  11068176.5625,
  11068246.468585972,
  11068403.741832573,
  11081462.5,
  11085401.23959196,
  11090343.042349301,
  11095835.9375,
  11098104.509105483,
  11111001.102645785,
  11112640.625,
  11138908.673320254,
  11142112.5,
  11166441.945267146,
  11179657.810476214,
  11210002.238246033,
  11214377.16365889,
  11214813.528930515,
  11217912.5,
  11218863.493760306,
  11220631.25,
  11224463.745670643,
  11225142.1875,
  11225777.215973044,
  11246074.17043407,
  11250409.375,
  11254731.25,
  11257222.156833319,
  11257222.168018457,
  11260315.563322177,
  11267335.9375,
  11268611.17036896,
  11270860.779518433,
  11275046.61505753,
  11277629.6875,
  11282323.842798447,
  11283616.992216295,
  11284670.713310821,
  11286550.583782997,
  11287418.75,
  11289851.254652672,
  11290318.361558437,
  11292507.673088962,
  11294935.113646384,
  11313177.395539148,
  11319467.711894985,
  11320198.4375,
  11322224.264320584,
  11332733.88314412,
  11334832.69671629,
  11348448.368704634,
  11349975.961889904,
  11350849.540423224,
  11351754.417201728,
  11353356.159668902,
  11354222.933507549,
  11354693.251173105,
  11355118.112448417,
  11355293.419346895,
  11357781.25,
  11358063.515722219,
  11361573.4375,
  11363456.798485434,
  11380612.5,
  11389434.55746474,
  11389685.9375,
  11390230.35866111,
  11391353.163458517,
  11391599.358776357,
  11391686.194686215,
  11392781.25,
  11392910.9375,
  11393310.013952615,
  11393596.580088986,
  11394253.724970171,
  11395843.75,
  11396042.856013361,
  11396727.562203078,
  11396938.142031327,
  11397272.755891614,
  11398501.29892536,
  11398920.24177856,
  11399028.125,
  11399035.334432075,
  11399098.360388204,
  11399500.408160897,
  11400135.708419435,
  11400431.28150927,
  11400885.879506208,
  11403440.625,
  11404248.445010945,
  11404314.0625,
  11404646.300984532,
  11405261.33212472,
  11407367.673891336,
  11407645.894053686,
  11408706.224284591,
  11408877.924578447,
  11411146.08830845,
  11424524.794767892,
  11425871.972857516,
  11427654.6875,
  11430477.199697282,
  11433180.56024033,
  11434376.015662855,
  11435346.857440695,
  11442152.950484699,
  11446950.0,
  11448453.342134036,
  11464540.44883428,
  11472277.172491958,
  11472530.815735122,
  11472867.989955785,
  11473183.63007878,
  11473659.227460383,
  11489857.526441338,
  11491945.3125,
  11492597.080779765,
  11494356.067864908,
  11495911.728751888,
  11499998.916559355,
  11500743.637695055,
  11502124.373216717,
  11503276.14699272,
  11506933.596523486,
  11509257.8125,
  11522767.304110222,
  11528782.255481899,
  11528787.146336392,
  11553059.375,
  11553406.846272768,
  11554124.567228906,
  11554977.544338807,
  11555855.022618627,
  11555879.6875,
  11560540.625,
  11562002.03717936,
  11562029.491864588,
  11565963.35838939,
  11567598.056048498,
  11585351.5625,
  11593905.589430213,
  11595230.55351776,
  11595256.25,
  11599307.8125,
  11604837.5,
  11610434.284221712,
  11615735.157921014,
  11616918.355254821,
  11623845.3125,
  11626686.407080648,
  11627802.592567416,
  11636381.900777424,
  11641391.664576352,
  11651630.15649976,
  11651947.127603514,
  11660881.534296341,
  11674248.456858173,
  11687179.645998586,
  11694398.924208203,
  11703450.0,
  11711198.282055952,
  11713322.942227822,
  11718142.1875,
  11728794.814691039,
  11740218.75,
  11741381.750248445,
  11766518.75,
  11770653.986138616,
  11772366.546270285,
  11783697.10467887,
  11783699.177310932,
  11789439.481581088,
  11792119.616042368,
  11796049.785743875,
  11796526.5625,
  11801590.625,
  11815674.056435708,
  11817071.422094282,
  11842051.224541372,
  11844004.6875,
  11844234.923617978,
  11844721.875,
  11845337.5,
  11851540.625,
  11873585.438156087,
  11875674.728067525,
  11878008.78796915,
  11895834.375,
  11900976.460133366,
  11902607.8125,
  11930268.75,
  11939657.356356457,
  11940079.6875,
  11970449.427683054,
  11987531.821094917,
  12020362.31298538,
  12023543.75,
  12023941.614094537,
  12024942.892175304,
  12026812.473965557,
  12027739.0625,
  12029224.42978359,
  12032542.20355111,
  12032873.100024184,
  12046048.4375,
  12063907.03430941,
  12090593.004504638,
  12107906.922928633,
  12113201.345462315,
  12126977.900676334,
  12171723.560281586,
  12194724.279276798,
  12201550.0,
  12254737.236793939,
  12257024.369163994,
  12282856.144586693,
  12283422.681399241,
  12335514.915241024,
  12338251.5625,
  12341935.886502787,
  12350485.962586017,
  12352308.83889967,
  12360396.874151515,
  12361923.4375,
  12361933.55011355,
  12363482.227522215,
  12368365.625,
  12368370.911487617,
  12375830.561100297,
  12380135.471443182,
  12399202.76279854,
  12404466.879311796,
  12415612.826864101,
  12422298.874843255,
  12441924.739005174,
  12449017.1875,
  12468046.875,
  12477295.844706949,
  12479710.9375,
  12481740.390489835,
  12497104.107507044,
  12503879.509508263,
  12513880.000709625,
  12520015.073652338,
  12526226.5625,
  12526348.600433463,
  12526440.628468176,
  12530822.823786566,
  12533016.135941075,
  12536050.0,
  12537414.0625,
  12539654.317457687,
  12539659.895429173,
  12554392.908027982,
  12554594.519000186,
  12555787.5,
  12562905.384620367,
  12569713.418216638,
  12572028.125,
  12577007.461802995,
  12585350.010394916,
  12617078.125,
  12627058.762942463,
  12627534.375,
  12630806.589137083,
  12631255.963545889,
  12639060.239986667,
  12640214.11997417,
  12642178.406479193,
  12643187.533344442,
  12644747.886785414,
  12646309.375,
  12646328.33645844,
  12647969.99543075,
  12649440.344090547,
  12664210.809234375,
  12664585.9375,
  12667740.625,
  12683364.525280839,
  12688019.414826505,
  12688848.4375,
  12690067.1875,
  12696634.040202769,
  12700784.375,
  12706797.575898807,
  12709363.536424888,
  12715224.355624,
  12717362.399088668,
  12717770.340788564,
  12719378.86322325,
  12719741.910092624,
  12720143.75,
  12723753.291625084,
  12724671.646082893,
  12725816.191219252,
  12732928.125,
  12734034.31974082,
  12736489.0625,
  12737742.44083154,
  12740012.337970136,
  12740679.6875,
  12740939.0625,
  12741635.34617169,
  12741687.791515639,
  12757613.558620721,
  12759297.992470142,
  12769666.360823112,
  12775060.3707697,
  12782248.402643923,
  12782514.0625,
  12783207.492296377,
  12783512.332495218,
  12783854.621681023,
  12783856.304097146,
  12784414.938976401,
  12785258.997092407,
  12785282.8125,
  12785296.346614508,
  12785386.162173001,
  12787059.740666375,
  12788788.587615067,
  12795067.517014544,
  12803732.595319968,
  12805273.322140614,
  12805374.318319703,
  12807378.125,
  12820129.296525072,
  12823631.25,
  12829878.311956974,
  12829886.06495679,
  12837076.056907775,
  12849057.8125,
  12859885.29157671,
  12860101.348932186,
  12860511.556838632,
  12860780.848520944,
  12860892.47455594,
  12862266.741263935,
  12863118.356760152,
  12864510.51726529,
  12865640.731484042,
  12865672.929423321,
  12870023.486555248,
  12871798.967175921,
  12877438.325861452,
  12879309.375,
  12880179.446854096,
  12881469.718063021,
  12882115.759117467,
  12882407.8125,
  12882476.40423139,
  12882522.728598244,
  12882617.1875,
  12883092.302099781,
  12883399.415677017,
  12883532.8125,
  12883662.580120739,
  12883673.841892878,
  12884557.374881236,
  12884592.016125795,
  12885495.723292526,
  12885616.273649065,
  12885674.981917184,
  12885707.8125,
  12885862.235886073,
  12885917.1875,
  12885918.75,
  12886138.734555576,
  12886159.456710825,
  12886253.125,
  12886426.5625,
  12886832.8125,
  12886852.510995572,
  12886914.0625,
  12887164.939066006,
  12887165.625,
  12887358.509985631,
  12887382.187142264,
  12887531.662720867,
  12887714.775030114,
  12887903.79095053,
  12888035.76692602,
  12888141.002820313,
  12888539.0625,
  12890224.334861074,
  12890376.645531584,
  12890385.9375,
  12890748.195060562,
  12890913.20312725,
  12890999.4579256,
  12891238.4490509,
  12891272.024127455,
  12891367.1875,
  12891476.644778445,
  12891508.320528597,
  12891873.362365711,
  12891945.195685934,
  12892989.0625,
  12893003.125,
  12893020.283632461,
  12893426.660407709,
  12898293.459489118,
  12903027.926867755,
  12903039.0625,
  12913745.065448258,
  12914169.65478934,
  12914450.10115854,
  12914504.437714295,
  12914944.968546595,
  12917201.180519216,
  12918403.806996997,
  12918606.04011384,
  12918623.860481055,
  12919692.084191587,
  12921454.6875,
  12922346.134979486,
  12924982.601752542,
  12931629.465929125,
  12935893.978405917,
  12935899.324389663,
  12947634.34093633,
  12950803.276346976,
  12950807.823127085,
  12960780.047911173,
  12964914.225704743,
  12970155.789591217,
  12973114.199313784,
  12973670.3125,
  12974301.293809913,
  12976176.167534221,
  12981220.3125,
  12982340.971895805,
  12983376.655979304,
  12985483.635365836,
  12988309.150872052,
  12988574.706446856,
  12992309.237110868,
  12994785.9375,
  12996034.375,
  13001488.412948966,
  13001529.179863885,
  13003768.75,
  13005463.161953673,
  13009638.792140722,
  13012839.94850192,
  13013036.955114296,
  13013196.846854847,
  13013560.224951707,
  13013564.154675806,
  13014312.5,
  13014338.31254009,
  13014452.794187523,
  13022102.860968258,
  13022270.70311015,
  13025731.25,
  13025857.043523474,
  13027529.593916398,
  13029076.073407685,
  13033504.6875,
  13034545.867045341,
  13034772.602285948,
  13041749.300775494,
  13044748.812852696,
  13045720.190151552,
  13045932.125918142,
  13046808.81082706,
  13049268.258440847,
  13053044.64796338,
  13059882.767339842,
  13060711.385855028,
  13062350.91589348,
  13063044.775960281,
  13063675.0,
  13063703.125,
  13063750.687941732,
  13064250.62472404,
  13064705.233491806,
  13064917.136668108,
  13065151.537363352,
  13065164.0625,
  13065226.5625,
  13066231.4503543,
  13066618.70213573,
  13067377.902974294,
  13067692.1875,
  13068320.76904647,
  13069288.261373118,
  13069710.576353561,
  13070037.491784262,
  13070094.848381653,
  13074481.25,
  13079590.625,
  13079590.625,
  13089442.1875,
  13096431.07524667,
  13106240.625,
  13110259.375,
  13110404.691236375,
  13121578.249236098,
  13123726.798163503,
  13126403.125,
  13130369.794970317,
  13135200.03243463,
  13135297.935735576,
  13135663.00604076,
  13135802.809180478,
  13136260.733353814,
  13137440.28752284,
  13145696.171979832,
  13145800.931730209,
  13145985.124858614,
  13146085.182184452,
  13147400.0,
  13148715.230128849,
  13149276.279942451,
  13150626.353829758,
  13151367.1875,
  13151682.269625107,
  13151743.054098006,
  13151785.767578123,
  13153360.008266188,
  13154190.699902702,
  13157545.3125,
  13159390.832047477,
  13159617.86539861,
  13159630.110784631,
  13159818.50808455,
  13160109.375,
  13160468.33635996,
  13161711.590171296,
  13162067.98394313,
  13163792.1875,
  13163819.76819953,
  13164073.117765805,
  13165142.152384305,
  13166303.125,
  13166507.8125,
  13168121.57321416,
  13170220.797172932,
  13178230.53999498,
  13179249.822061151,
  13179888.104232037,
  13183973.929964602,
  13204636.345044207,
  13208799.02125049,
  13209238.972481577,
  13210198.4375,
  13213978.13689867,
  13214276.375784332,
  13215955.357606227,
  13217557.5771847,
  13217647.313842338,
  13218173.684036015,
  13219843.75,
  13221036.58275474,
  13226354.907135354,
  13249531.01728129,
  13250053.125,
  13250562.491471857,
  13254085.9375,
  13254247.147917217,
  13254252.220747398,
  13254563.88732907,
  13255637.600567428,
  13256796.468900088,
  13257845.99622759,
  13257922.996348027,
  13274273.4375,
  13275291.255322473,
  13276359.228445541,
  13276813.670976846,
  13276960.9375,
  13277398.836496145,
  13278050.0,
  13288871.172199331,
  13304105.71078796,
  13304870.445786294,
  13306869.888675248,
  13322310.418717029,
  13323409.892140282,
  13324051.076483166,
  13324558.89704203,
  13326446.875,
  13331545.191437079,
  13332214.0625,
  13340223.4375,
  13341450.821970949,
  13345182.8125,
  13347340.129448937,
  13364580.502121303,
  13367452.341488514,
  13370874.585511778,
  13372998.4375,
  13373007.202375444,
  13376915.02648948,
  13381966.096494699,
  13385389.931301756,
  13385407.8125,
  13386588.132892096,
  13389329.606553558,
  13389942.43958548,
  13391854.6875,
  13398847.841402413,
  13404039.936231544,
  13406076.5625,
  13408132.8125,
  13415968.75,
  13417317.52785026,
  13431011.99028423,
  13436534.317323845,
  13443507.8125,
  13447132.21263637,
  13448412.210799076,
  13450706.25,
  13457715.625,
  13459498.4375,
  13482259.91607836,
  13483052.665030567,
  13487829.6875,
  13520394.089873247,
  13520395.323393913,
  13542534.496207578,
  13553679.896861142,
  13553962.123588419,
  13554521.161447058,
  13555714.13930029,
  13557544.895257913,
  13588472.986840572,
  13588868.720617376,
  13591067.45579964,
  13595506.784463564,
  13621322.434034305,
  13637420.667325279,
  13701148.4375,
  13715956.25,
  13730757.8125,
  13758641.597578801,
  13758651.943681264,
  13759375.032465992,
  13759401.5625,
  13770692.400891727,
  13792787.955512764,
  13792818.75,
  13800907.8125,
  13800914.049486468,
  13803651.5625,
  13819428.858650554,
  13820604.191934576,
  13823195.3125,
  13823216.753573488,
  13823877.301853146,
  13828027.976210754,
  13840486.716780689,
  13841876.391722988,
  13843520.3125,
  13858144.430686923,
  13868324.522012416,
  13905114.0625,
  13906570.214384254,
  14002205.840503829,
  14009016.40854794,
  14009398.24460243,
  14009406.145637255,
  14010186.504000913,
  14010240.836348595,
  14010958.861512633,
  14021482.653648792,
  14024903.102358399,
  14039840.21397577,
  14060203.125,
  14061246.875,
  14061675.283744132,
  14062997.124902964,
  14066084.573619338,
  14068585.9375,
  14076695.3125,
  14132916.955219299,
  14190795.3125,
  14194839.0625,
  14197310.9375,
  14205187.5,
  14259284.375,
  14262853.208841568,
  14264092.1875,
  14305624.95950936,
  14315257.536600897,
  14329853.645998484,
  14343724.285072355,
  14345813.916385816,
  14350575.937893756,
  14365035.361679925,
  14366218.75,
  14400429.062859356,
  14416234.954935025,
  14442409.971134314,
  14458631.57263636,
  14459799.508311773,
  14467719.72972359,
  14509632.065334316,
  14522303.142075175,
  14527151.949154167,
  14528028.125,
  14530292.295824336,
  14532058.334324816,
  14538560.704274341,
  14539331.483222533,
  14545162.5,
  ...],
 [23.50773601363167,
  91.69357576245898,
  9.368689689713976,
  8.358665545444527,
  16.32870560422179,
  51.29953920545354,
  40.81299661557926,
  8.568398058207162,
  9.852575090336993,
  65.58838139278596,
  49.54755956493878,
  58.02684880491954,
  18.53438365651321,
  5.742669106666688,
  6.022540480613146,
  31.703420678788927,
  7.343721116879891,
  40.06154901312659,
  34.25888681137811,
  77.79294683830986,
  9.915981576276275,
  28.97485031164553,
  11.791004102067976,
  67.22211569893707,
  6.498573774684432,
  104.29212994896291,
  26.09185703010291,
  44.386240577498,
  97.05109757170386,
  104.71267755803592,
  51.14641530941111,
  66.72801689965594,
  6.06640677084755,
  122.15591684014326,
  5.1473907481965355,
  6.6525358177044325,
  7.2788454074972,
  148.97038166770622,
  28.01946276061315,
  86.62579827489614,
  32.03307591916983,
  10.646789295984217,
  71.51181463748566,
  36.84232447935492,
  8.332372508401514,
  64.61661331583852,
  54.269758298948815,
  44.2095756413335,
  107.02654881416561,
  130.9742259990498,
  130.27290176983595,
  128.47408511402864,
  6.724981638644506,
  27.830414863391205,
  14.494515523540583,
  33.47478147577382,
  9.256930263837036,
  130.16810494413926,
  46.44622950582786,
  24.226707263020668,
  46.768858724849466,
  43.73528730682115,
  67.56141832578797,
  71.21980828255069,
  13.091790988071102,
  56.686649314923294,
  20.707015837639496,
  13.371874366094557,
  23.45187345478554,
  5.285225387220607,
  65.53807814739625,
  21.79324420954682,
  33.29661998486875,
  42.83873721236091,
  55.18210795387643,
  10.380032808995143,
  5.60260951500199,
  44.660717626174744,
  22.158767539439634,
  16.67246150956112,
  73.70819318192868,
  6.202129552874486,
  31.950490295492596,
  25.61992773625149,
  12.448565374926167,
  15.00608100998806,
  42.33425297887363,
  9.806543544481285,
  27.414605947587415,
  45.985840165747305,
  8.726180512696233,
  13.425218407765561,
  135.39146880038047,
  18.861095158870437,
  48.411499249095876,
  7.282911489835801,
  150.90789494209096,
  13.460870120215636,
  6.297567724754474,
  6.412829761833383,
  34.62231857224189,
  51.350375089911154,
  14.261148215588575,
  7.23739799126503,
  37.83816889394279,
  130.7780150874796,
  17.71421510856653,
  7.311453503299962,
  5.926779131678573,
  11.964003604297101,
  5.8504480177084055,
  59.60682768041788,
  7.882568154979109,
  158.39537980947478,
  11.017591673437549,
  90.58421383596743,
  56.72957139179259,
  5.942614602251109,
  52.263898644096145,
  65.18167323173667,
  5.167986135249011,
  22.128878605868074,
  20.47699811426378,
  15.626293098636408,
  24.969281169156417,
  95.43385234674993,
  85.27161322999414,
  7.879087004341469,
  39.15618051119684,
  113.7767286312334,
  7.636925777254308,
  13.723228800552832,
  6.030647514517522,
  6.089682280675566,
  32.66255928552248,
  18.919392316069988,
  50.51750906558679,
  25.893857556586102,
  37.804029860544475,
  25.14225432946111,
  67.314166989817,
  19.485755566293207,
  37.34231752026652,
  189.9478633619671,
  41.60258455451603,
  6.862468301997917,
  62.27708914410489,
  28.69216631082145,
  84.48514261721778,
  8.039175584882377,
  6.64838384515687,
  16.31962832928783,
  7.525342688836239,
  71.90212604946453,
  7.6579454472451305,
  6.478278592874795,
  21.543865455239015,
  70.72115188150102,
  76.32461400651106,
  8.670593715873682,
  22.793443154927417,
  10.921601152257916,
  6.458015778064881,
  17.095432838726197,
  54.86283722218303,
  15.824054618507674,
  63.124275119855895,
  71.47867106418406,
  97.40611469002745,
  46.26970112722792,
  96.23064125989086,
  22.315677517469787,
  15.897967469465154,
  81.98062950748466,
  181.72131646615966,
  83.71290536965869,
  11.731436494231742,
  22.954960489074853,
  43.36281317797018,
  144.01414336158015,
  7.482249660289441,
  38.83760682096518,
  13.419077372486345,
  95.2645830565895,
  75.89157640671479,
  11.008875798272424,
  24.206073990263413,
  20.877554948085017,
  169.64062534407645,
  6.03613557228995,
  63.6441080164614,
  38.0405138435008,
  13.098814175848396,
  41.67318934269272,
  113.62350884727657,
  13.99331277299718,
  7.765349875334513,
  79.56918216317648,
  22.43177651121272,
  12.806758653092457,
  33.70481349451362,
  151.02862780458392,
  17.66315994878846,
  94.09615172297664,
  33.755220149386915,
  91.65226345682524,
  18.998910614300485,
  15.68736666119837,
  27.11390005548957,
  13.513538080735717,
  6.234361320893122,
  30.242155614981215,
  25.703583915418335,
  15.73259026791764,
  19.343030392037747,
  87.14158940757824,
  23.042451317530897,
  96.47143173744395,
  195.6890874861569,
  194.36808140979016,
  74.41260464003787,
  19.445656569187772,
  21.882909156272387,
  34.096549358660894,
  160.73828390093627,
  27.804611370376325,
  156.16704611646145,
  7.164487059877824,
  29.52577715323133,
  9.463041727038219,
  9.995200048697042,
  62.52157639059537,
  32.60914372703614,
  47.26776578582836,
  8.16415808890799,
  53.28277313881382,
  46.13225821208192,
  8.572296473381238,
  21.37179267507799,
  8.335869956722158,
  58.155667672101025,
  75.67728229463924,
  20.497079459161284,
  159.15146590674377,
  25.690284134276908,
  26.320959568192002,
  9.905930616761617,
  15.29095012721705,
  34.731921354740344,
  66.47230224497842,
  11.683070328734525,
  165.02818324770766,
  27.272691596727626,
  59.14864700837147,
  47.38845969247138,
  30.451882652241302,
  22.678653513112845,
  38.01751597612336,
  168.55753081422407,
  35.84718802887981,
  8.526406000987594,
  24.292569456350243,
  40.290109290446146,
  19.94345441685804,
  75.41674810791503,
  80.4043692824294,
  54.63336190289036,
  15.00031488038747,
  5.550522451838221,
  6.2687743521699995,
  7.3054978519299025,
  32.78544360062532,
  39.28436512872401,
  41.31629308792024,
  27.888123974095805,
  28.511971870047127,
  103.29847206116533,
  19.934918002978257,
  75.72971154279756,
  11.653908075276371,
  7.445712167320012,
  12.450817282703127,
  53.76151650835551,
  11.654074836839694,
  8.892734274390488,
  28.9209422510421,
  37.789847133302125,
  45.887991764210575,
  32.64577395545669,
  98.55612486901254,
  74.49017008432159,
  11.682292860905708,
  16.014683974298247,
  28.572632024405696,
  5.78450888737387,
  9.913780146728493,
  112.71563505223673,
  24.705548499558244,
  19.644826192730935,
  34.676572786685945,
  32.98053601280196,
  44.63367884817708,
  48.014245587906906,
  5.432434622322315,
  38.285439641244885,
  30.837756978673873,
  7.120919767019852,
  62.96614396983581,
  17.864352873731413,
  261.3996921119649,
  43.95568344819996,
  41.68557024295984,
  141.32510203879468,
  227.97443151437133,
  71.9465875603255,
  188.8068580295031,
  108.57973980958403,
  52.16997113882993,
  204.4477929528312,
  29.294703836988262,
  9.59209781739085,
  9.279789977630116,
  178.13202030145615,
  135.39812133834783,
  35.77959056674643,
  26.232011446844187,
  35.855541626453544,
  248.99227243871505,
  59.33003886436119,
  59.655809480554176,
  17.757438959959277,
  44.39924056954182,
  29.3089857197601,
  66.38672455174999,
  76.67137274864216,
  6.609469050948651,
  112.7292156609451,
  25.52332210585183,
  49.69888697723705,
  32.32168963720659,
  34.26889443130785,
  10.951426978592389,
  27.233923304740358,
  6.194185099686879,
  21.90604919838497,
  53.132850205374226,
  10.989389145225747,
  21.453365635566552,
  13.329260043815953,
  87.55179835584202,
  137.5902832265423,
  119.81729228351408,
  14.673133450512745,
  41.58697099524519,
  34.649288453293636,
  45.13504850930165,
  34.63198138075596,
  66.44766834553482,
  29.820409091369466,
  5.709209989297701,
  93.67033479631239,
  32.205649886063,
  90.37626885701975,
  82.9528138067802,
  28.980915349564647,
  10.696041439101291,
  12.215741947087814,
  32.95411070509691,
  55.58082907623168,
  159.66579411443485,
  18.12268518633085,
  12.854739969368328,
  9.11805507661013,
  9.272311632586375,
  84.83272201196876,
  20.523073869769714,
  27.08710216649725,
  39.594577877716794,
  74.97890082705632,
  7.614673943815447,
  14.724977476262426,
  94.59610546418703,
  24.94627871002576,
  46.247659263481324,
  97.06511524798972,
  16.694220957662946,
  73.54658574875396,
  5.647048161088598,
  39.70666616692198,
  14.228925471723043,
  53.963817493655284,
  35.45112837585415,
  7.639018731356828,
  75.82624536923404,
  12.294854943232272,
  6.633194758669808,
  47.53662345097537,
  65.2432619569162,
  66.9597739266677,
  40.432482952273666,
  13.78791432487759,
  53.58703036986972,
  154.9212127679457,
  222.18117404399032,
  21.703464052524723,
  19.43484207293716,
  57.746820260648214,
  37.425809978309154,
  67.37978594622729,
  182.8269723196866,
  25.382872423596638,
  40.86685461020059,
  17.147232053121268,
  8.228068242101488,
  29.498825287933588,
  22.379506773662307,
  13.70772818336694,
  58.53733308130117,
  21.157768367337354,
  28.19613785895183,
  50.54620586219676,
  46.78779998068814,
  17.834116783938683,
  16.660311625148204,
  20.724508266737853,
  101.96487572376297,
  42.024270736658906,
  66.4610947799798,
  120.00058462388199,
  73.71177672354702,
  147.47375251803064,
  32.118422690364895,
  105.9200488661143,
  20.028104508779705,
  52.77504796801833,
  34.54893304631687,
  62.35253477299657,
  36.76622019371028,
  39.849383650193495,
  75.01622561227084,
  6.687177142277254,
  50.72277591221561,
  73.49732992354214,
  10.386330559235585,
  18.924753408610332,
  101.62012721488236,
  7.250447646425745,
  27.678137316906096,
  8.442866181092617,
  11.158100287250724,
  22.171001869522648,
  17.18991596496207,
  50.100864917276056,
  36.64929697688312,
  17.922973385439132,
  29.394778720221556,
  32.17453403866465,
  151.8316319197182,
  137.46543905923454,
  39.29705167323759,
  12.023446203036876,
  12.955207044402686,
  15.895704215649195,
  93.99496744817245,
  11.85268449433775,
  19.734240745832434,
  8.176434304118056,
  37.98830220272817,
  65.39522097897574,
  28.699804780756693,
  13.456903680262906,
  30.584709419940665,
  33.66170599636286,
  12.900896681893279,
  91.80978208626114,
  33.3195598189538,
  92.2610130217052,
  21.499647549351103,
  79.09196744657702,
  13.09384571503665,
  88.86192429971776,
  26.652564635245405,
  308.4842527856659,
  55.31701935125432,
  67.21538661692824,
  83.76870492357716,
  42.139857593133314,
  28.42342920022981,
  25.309876916026706,
  91.46014465327137,
  8.889454649803374,
  202.10723798253792,
  7.114624769889963,
  37.267381263872885,
  57.879967218198026,
  8.29508369866759,
  23.283559387511364,
  133.87823423666072,
  19.10437676026985,
  61.441433952016794,
  5.750966581409687,
  32.9908279241994,
  9.148664090167786,
  28.236122396219216,
  19.54170376417393,
  60.89604154679097,
  14.024991457527486,
  20.280209245861517,
  18.616062040794503,
  19.2694707526636,
  38.186545975989965,
  40.11399715955088,
  100.9250877070698,
  16.854367000686608,
  10.381784407737085,
  97.4006584360415,
  124.09604238341892,
  6.920276976045874,
  153.70146799539202,
  56.05117832914263,
  30.2371479891362,
  15.2705227899926,
  13.384723996961387,
  22.012037160043697,
  137.37172124499176,
  16.353203026850245,
  67.1077185826672,
  101.5641426167715,
  108.11738045411695,
  51.375166393263825,
  23.184547774354357,
  60.86444638208478,
  7.520565792375382,
  20.73059266929864,
  14.303878213703973,
  70.3334226715174,
  20.99572912521275,
  72.42956193380844,
  9.473080257222788,
  49.23682860139699,
  30.07931285635768,
  6.8699870701014145,
  85.30198491590964,
  115.32562187455683,
  30.261332220602167,
  6.571889673012503,
  113.263705217673,
  126.153238714541,
  30.756734985702046,
  117.66533456299173,
  31.308497427470236,
  126.80066395878683,
  8.109439197466239,
  160.9599373752252,
  42.3084403169008,
  5.581057848132738,
  39.5869421931352,
  16.413566347301128,
  101.62133568064891,
  5.372461829900642,
  53.94871154090605,
  5.964299092879148,
  189.94225249449696,
  232.32262196612413,
  81.53726477838077,
  29.74113131564465,
  23.535127129685097,
  54.527696373521735,
  26.223852294348514,
  46.19385946091883,
  104.92713599894049,
  22.921863617625128,
  6.5966158551947425,
  47.99438767590741,
  89.99666852445782,
  53.73399806391869,
  48.29729695459142,
  30.50401025405902,
  43.57062117677949,
  20.16441004503722,
  43.83421551292349,
  11.172213420638105,
  12.51777957155341,
  42.37387587271571,
  47.113483751060976,
  6.513532291784956,
  158.05553333979842,
  17.078576775435277,
  59.90667999260244,
  42.853894856658634,
  79.05303081685321,
  16.003811636358243,
  25.68907511397639,
  49.66166904893613,
  52.11572471129787,
  13.082690377764397,
  26.048065726953794,
  33.87191168667852,
  13.479160525392226,
  52.98946238230582,
  13.146928877760793,
  6.262804574884028,
  101.99941604917777,
  10.661561366197049,
  131.84201836390886,
  14.696435682062813,
  9.377568121682446,
  10.201628541777957,
  22.804103836227828,
  145.03044444182004,
  10.391354850816796,
  161.1626708262657,
  9.660996533830998,
  21.747349173287592,
  76.70257788258982,
  9.154277097590239,
  31.794798480359848,
  5.664705376130551,
  31.807145900493495,
  85.10621227979874,
  79.38404438279774,
  12.830170837942237,
  11.33295078146289,
  13.310756296827236,
  77.58967177851548,
  56.62249626122542,
  14.185516845241796,
  12.256705419282929,
  64.57388313031285,
  6.82220093037443,
  13.475744794571092,
  10.564061221249538,
  7.015199129673676,
  313.06218782422667,
  37.58552935144864,
  51.16528146773681,
  128.62099189927807,
  26.087174770179065,
  99.09804408899203,
  24.539719040802797,
  13.074638597878765,
  7.157159069222387,
  58.33243381168388,
  14.37073089022526,
  11.347409040092801,
  56.373607191252226,
  11.311686239654101,
  10.322641895989916,
  73.25431167168728,
  7.142673446020628,
  21.802903850275875,
  7.0109780790808935,
  10.87000247883911,
  54.851127656811784,
  18.16544322241925,
  34.21069413754776,
  67.09871215117003,
  121.49512015206048,
  29.731823596113056,
  100.88974716754652,
  86.99978608918872,
  15.262375776536002,
  76.9718233345622,
  34.810400711908756,
  155.71128795101413,
  64.74719363090063,
  50.86970420839518,
  23.827722622784822,
  38.00034385211773,
  22.946289922068047,
  12.536075646188952,
  40.207506642749834,
  10.016524882296538,
  77.72290990828282,
  14.328916356613817,
  92.1677834280511,
  95.46727808476058,
  31.503277333155545,
  46.87038556007654,
  55.49204955050479,
  24.514939643878197,
  12.438934462690689,
  55.55401685555505,
  7.986794282663729,
  6.510725151666798,
  37.48577085071276,
  11.258795716689225,
  9.801388257421806,
  52.884521839387176,
  41.393618799888614,
  95.29845277848588,
  43.74905168916237,
  27.96605621341344,
  30.139017441335156,
  23.872713510859263,
  33.47046737061643,
  49.40353220227965,
  24.451494529890123,
  39.47626643022763,
  6.2800641811806575,
  10.758501194623262,
  32.66724488171787,
  49.35157314720133,
  5.751581821326128,
  53.13979355786377,
  11.860158765771388,
  26.63668107170012,
  37.47523095127946,
  150.50110831142723,
  14.194797464837714,
  24.807074155910115,
  46.08328370775543,
  13.02794099664265,
  166.66772891047924,
  9.462740441910704,
  5.814766997997954,
  23.2786514465311,
  5.3475453885404365,
  85.81443342622273,
  200.54414424002326,
  35.83352096078105,
  21.597657215655474,
  22.60902273236965,
  37.81171980487207,
  132.76827631118388,
  15.310195444408274,
  111.84488629793827,
  20.615485345320018,
  42.24278843846433,
  13.528564352590529,
  31.384292104615326,
  28.64504934188106,
  23.266289925526582,
  13.305181052615957,
  29.589478636248817,
  12.348351290027548,
  85.5770208886503,
  6.635568118753482,
  92.34809040386723,
  99.42066274153524,
  52.138572916177836,
  8.335930432154763,
  44.14758394690106,
  12.689907903684587,
  65.73480651522547,
  20.03780041622243,
  71.55796110069409,
  61.46131167430508,
  5.267910745203126,
  5.2010442287718295,
  35.658204585946784,
  73.14642103133873,
  24.33056810305271,
  18.694603643082885,
  70.83255544283105,
  23.793056011356054,
  10.94170595021153,
  32.38476162647174,
  20.87596765473842,
  72.24397134367048,
  5.883550144872363,
  58.46324424128336,
  6.856444657001657,
  99.4422479388643,
  11.260564882499384,
  69.56041004538532,
  31.029676443546034,
  12.405288423900469,
  7.29596258993394,
  51.03844238918384,
  14.751238162763487,
  11.088642607494114,
  29.189009893505574,
  110.20757356361668,
  11.45601253129194,
  27.611973270951243,
  8.172555471556965,
  40.182456406841865,
  33.959820421872394,
  43.32691297284966,
  30.795489374214977,
  85.15460967280886,
  5.060552657716009,
  86.35144466342446,
  179.99573514126416,
  35.989957416867895,
  128.7686432950429,
  38.88033093971433,
  76.91738449788667,
  34.79828616272629,
  20.968900059533375,
  103.88050890949629,
  9.538949631362613,
  74.01634092856914,
  165.1550936352918,
  7.615011012476458,
  5.033188457941706,
  12.02294829708752,
  23.55075076778843,
  19.513344448763725,
  43.39494848765779,
  227.6722433985309,
  15.123130738991723,
  18.854062424688067,
  51.05550625614824,
  91.5072127802579,
  10.561917809788968,
  21.74115802569047,
  261.41917401158616,
  62.44778643781903,
  12.192670801070744,
  7.949934711796999,
  35.75424389929546,
  22.66577253628831,
  8.326588328007421,
  38.83517696703433,
  11.467528939547574,
  21.585378635775108,
  9.716939238203693,
  9.134897202605822,
  40.51129635165736,
  22.40013143754843,
  12.328208837244835,
  12.652013356630029,
  57.95754810018857,
  13.206333173154995,
  13.848441177917687,
  11.07325876730867,
  49.837883343664174,
  44.42484330975342,
  30.374794530551018,
  17.17853051496565,
  66.52956842287924,
  36.83391911038295,
  46.69798528346969,
  32.62571120660091,
  89.03473381683875,
  44.94107686654716,
  49.77000821759673,
  49.87932201124951,
  42.936982097735054,
  10.847883266785598,
  20.455615247217793,
  24.61372696855297,
  5.735268155804343,
  8.421399356386532,
  122.542070354798,
  18.143478984290088,
  5.830412126096968,
  14.12295843174509,
  169.9827045338137,
  28.35730509359573,
  110.42420810105585,
  11.582885326309022,
  38.1396959172868,
  29.551909848013644,
  91.00387833627968,
  70.06214763265224,
  41.83119393486794,
  61.61121803052318,
  55.039910486085574,
  23.007921879139865,
  5.455511221379713,
  22.648060663099013,
  101.2806300493318,
  98.32469358101307,
  67.61223826797537,
  19.683442293903028,
  114.02944161492414,
  23.16696015993806,
  10.524118922770354,
  69.59528498584358,
  30.69021561835336,
  21.633733171080333,
  42.278686788388505,
  42.34692932318357,
  97.84336589057857,
  54.08752568825056,
  119.62126835916186,
  26.837463790137264,
  55.13445070448575,
  13.33824716181282,
  12.694832604731806,
  52.407211933670425,
  16.86657088458162,
  68.83458101502613,
  20.460656791415072,
  131.74104341535704,
  67.77865165558933,
  19.756444522163655,
  32.8915519323411,
  18.064068321994377,
  21.863136554705637,
  15.998065934608942,
  61.95151038027546,
  76.84977069354369,
  7.37177238560793,
  55.810275600106195,
  63.073029470016216,
  71.47581630244397,
  11.704910615009359,
  81.34239727996153,
  27.433212081976585,
  53.1942284787414,
  220.53042526534784,
  139.2353397213705,
  42.22445307426857,
  89.21358408415777,
  78.45170041241894,
  13.378634523702278,
  28.430991885625296,
  94.18568969842059,
  16.417206372274926,
  11.144777489932197,
  24.149191923644068,
  15.804426535826833,
  218.09773429410868,
  176.09507843382494,
  15.24254547106771,
  5.5131674266086,
  62.45981759879677,
  22.43367285891097,
  11.574677148973084,
  17.557687305003167,
  7.818770670904031,
  65.6143285649024,
  79.76916153627333,
  81.91310173676791,
  56.84252955619638,
  19.59522052564883,
  86.8097365176728,
  8.30382083004396,
  50.794383969799085,
  143.382174334976,
  6.857986116830706,
  36.288911182914916,
  43.680267261385964,
  28.26991458757078,
  32.81130569670794,
  32.877356395673054,
  97.10111552748442,
  47.909508022278246,
  36.76213021363865,
  18.77941090951688,
  7.550295266226243,
  12.611987388832562,
  14.328229358796506,
  40.2217592125404,
  185.6333935991762,
  57.5107455200946,
  86.04771047850842,
  36.40618071803739,
  50.01601593909617,
  7.343871727027119,
  10.839012520974839,
  77.65054658292217,
  28.96003008328018,
  9.51674118508397,
  32.05129276591222,
  99.44757866791356,
  35.7786505210347,
  57.9690601395624,
  107.0847077969425,
  79.93631806144025,
  9.583430252963621,
  13.15062685955306,
  7.676690104489215,
  95.22185553306969,
  49.62244052964576,
  24.656100796228838,
  226.96148765127526,
  57.033555552388044,
  124.72475220840222,
  38.85527810545929,
  72.41747369096593,
  14.327259410762597,
  99.0649500818401,
  130.4991133145722,
  70.98122057997475,
  5.740737917986916,
  8.792153059295769,
  52.21637128465247,
  31.709628962086054,
  51.73596326650077,
  108.19841378899437,
  5.227992853936363,
  12.173811942216544,
  22.297201893926292,
  70.46984673096331,
  62.40128115767345,
  79.71780987231156,
  142.03171152144446,
  6.7669202893141005,
  17.124105682331866,
  47.43718503269159,
  24.461322843057054,
  12.054683445296831,
  5.521867424659766,
  15.911773195556613,
  71.64005219728847,
  ...])

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);

([7266744.371990044,
  7322035.9375,
  8032890.6687702825,
  8145236.071376708,
  8153689.745663494,
  8158474.289963807,
  8205438.641123057,
  8268828.622438108,
  8324486.495631194,
  8473611.1320726,
  8481341.49133947,
  8514963.665444495,
  8549500.70409486,
  8599842.737352395,
  8602904.032562908,
  8602929.871447196,
  8604488.283056581,
  8664059.284156043,
  8689024.666164918,
  8706404.6875,
  8718180.306419956,
  8718226.5625,
  8720708.19909859,
  8724887.5,
  8725259.447860781,
  8725879.6875,
  8727179.55105488,
  8727179.6875,
  8741832.8125,
  8743030.258436201,
  8743286.97041804,
  8745437.052572917,
  8765449.788785553,
  8768369.73099279,
  8784253.89876848,
  8787950.98002037,
  8789164.629224725,
  8789719.50612643,
  8791234.34894845,
  8792752.793358268,
  8795218.492385548,
  8795227.793875858,
  8823280.790878067,
  8825623.4375,
  8826873.523106897,
  8827300.684978692,
  8831862.5,
  8832548.4375,
  8833253.22124585,
  8836512.353767138,
  8837416.886369562,
  8837858.514350386,
  8837949.803917823,
  8838112.044965858,
  8838160.815065438,
  8842604.6875,
  8852767.098091345,
  8853520.04505226,
  8863953.072249435,
  8864504.42386997,
  8864640.97200714,
  8867546.875,
  8935192.96207456,
  8936110.9375,
  8938882.224678414,
  8973559.375,
  8977841.604914885,
  8990126.079148341,
  9014541.863736877,
  9019713.871557347,
  9061913.987628723,
  9068766.717070695,
  9074125.0,
  9076317.755255122,
  9077073.4375,
  9105663.524985043,
  9105701.353942787,
  9109774.27547621,
  9109775.409913428,
  9113351.95291299,
  9117939.0625,
  9154619.779520454,
  9157567.1875,
  9159743.583480498,
  9161474.144950794,
  9165698.454338588,
  9171854.380100252,
  9192414.575617148,
  9199976.503793852,
  9229630.297907896,
  9229638.248048356,
  9233195.32954118,
  9234688.719228292,
  9235767.938342743,
  9236147.191445617,
  9236491.205563132,
  9242836.279664008,
  9242847.98600067,
  9270968.986650502,
  9277018.259326708,
  9289263.20026468,
  9301604.656590747,
  9301907.621762708,
  9318505.110950492,
  9323373.271273158,
  9331214.141224759,
  9334269.32667932,
  9334278.801637655,
  9335326.416361319,
  9336522.351375006,
  9338336.418493336,
  9343187.5,
  9343422.586473519,
  9344949.99108059,
  9346306.17839068,
  9348348.4375,
  9348371.161537312,
  9357887.536775881,
  9367516.720057687,
  9371326.5625,
  9400625.112337545,
  9401509.05992688,
  9403315.016728204,
  9406884.54376378,
  9422585.727261193,
  9423092.876954457,
  9460284.375,
  9463875.703297192,
  9470220.851487398,
  9489626.795685636,
  9493840.717191925,
  9506044.951386306,
  9506058.803799158,
  9507007.827709312,
  9507264.0625,
  9510557.00896403,
  9533514.0625,
  9582307.663597409,
  9583203.125,
  9583209.194836758,
  9586796.875,
  9592313.33460995,
  9618004.6875,
  9628037.5,
  9631089.0625,
  9631125.476276066,
  9634462.5,
  9665052.281556623,
  9666867.507163586,
  9668497.93840107,
  9685818.14464171,
  9686373.75748423,
  9691779.466871144,
  9694001.5625,
  9694311.086267598,
  9694335.88105086,
  9710049.350052232,
  9713689.0625,
  9719446.875,
  9729802.22434008,
  9736621.496169535,
  9736773.301513022,
  9737193.561979169,
  9737634.844708333,
  9747659.308894252,
  9756333.026257457,
  9784667.1875,
  9785072.898801034,
  9785154.078704832,
  9785740.625,
  9786222.68262165,
  9789493.328686846,
  9801939.398558846,
  9810625.0,
  9810793.2293001,
  9824888.605550053,
  9831924.267239355,
  9849090.260038448,
  9850965.992333667,
  9854826.5625,
  9856434.027620764,
  9869862.020472076,
  9872272.869254427,
  9887359.375,
  9893186.451300688,
  9918685.86012169,
  9935228.673708797,
  9935819.748498257,
  9937867.1875,
  9970682.297531042,
  9976271.30476085,
  9976300.653837714,
  9986432.227379669,
  9987204.6875,
  9988392.1875,
  9990530.976803172,
  9992445.739525894,
  10011248.4375,
  10012932.401716644,
  10024047.736269502,
  10024701.5625,
  10027209.329836134,
  10029220.880729236,
  10030449.95388302,
  10031047.28716432,
  10054237.5,
  10055614.462797917,
  10055732.995326245,
  10075393.674414122,
  10082708.942059992,
  10121020.048098966,
  10137688.73802151,
  10142009.213908482,
  10236856.44314206,
  10242889.72813129,
  10316002.123966085,
  10318548.373510031,
  10322275.0,
  10361965.625,
  10362991.960428633,
  10366264.211739825,
  10374084.587855797,
  10375434.28995653,
  10375480.552426707,
  10382637.5,
  10383050.707453115,
  10398164.0625,
  10398847.036222653,
  10400874.443852501,
  10429443.901685247,
  10451558.505453715,
  10469573.4375,
  10487593.75,
  10495743.75,
  10499112.261099786,
  10502554.6875,
  10519501.5625,
  10520053.628855012,
  10521064.779757673,
  10523625.092064248,
  10534825.0,
  10547895.3125,
  10606951.153465614,
  10647809.934534589,
  10672235.204122283,
  10680899.44848543,
  10682431.85937626,
  10682438.814495474,
  10683846.875,
  10687717.1875,
  10689173.765945567,
  10707575.0,
  10716385.066368548,
  10721181.089084866,
  10724932.8125,
  10752325.89004829,
  10754973.048664484,
  10758399.830602901,
  10759309.845403403,
  10759637.5,
  10765481.677560933,
  10786878.268665897,
  10796723.4375,
  10812960.266730977,
  10813941.530496495,
  10814968.047638236,
  10819482.469296949,
  10820405.305875236,
  10843745.666718574,
  10852603.137463707,
  10862033.469242994,
  10862037.686570428,
  10873896.875,
  10873920.20453951,
  10876686.502166457,
  10880265.039550142,
  10883021.875,
  10910168.078196306,
  10915070.3125,
  10923097.187439032,
  10933966.729900027,
  10936189.770960249,
  10960621.630376723,
  10961642.853337992,
  10962725.99375935,
  10966735.9375,
  10967516.973591253,
  10967914.0625,
  10985082.594190339,
  10988182.992835727,
  10992142.450360388,
  11065697.203020481,
  11067383.06818605,
  11068176.5625,
  11068246.468585972,
  11068403.741832573,
  11081462.5,
  11085401.23959196,
  11090343.042349301,
  11095835.9375,
  11098104.509105483,
  11111001.102645785,
  11112640.625,
  11138908.673320254,
  11142112.5,
  11166441.945267146,
  11179657.810476214,
  11210002.238246033,
  11214377.16365889,
  11214813.528930515,
  11217912.5,
  11218863.493760306,
  11220631.25,
  11224463.745670643,
  11225142.1875,
  11225777.215973044,
  11246074.17043407,
  11250409.375,
  11254731.25,
  11257222.156833319,
  11257222.168018457,
  11260315.563322177,
  11267335.9375,
  11268611.17036896,
  11270860.779518433,
  11275046.61505753,
  11277629.6875,
  11282323.842798447,
  11283616.992216295,
  11284670.713310821,
  11286550.583782997,
  11287418.75,
  11289851.254652672,
  11290318.361558437,
  11292507.673088962,
  11294935.113646384,
  11313177.395539148,
  11319467.711894985,
  11320198.4375,
  11322224.264320584,
  11332733.88314412,
  11334832.69671629,
  11348448.368704634,
  11349975.961889904,
  11350849.540423224,
  11351754.417201728,
  11353356.159668902,
  11354222.933507549,
  11354693.251173105,
  11355118.112448417,
  11355293.419346895,
  11357781.25,
  11358063.515722219,
  11361573.4375,
  11363456.798485434,
  11380612.5,
  11389434.55746474,
  11389685.9375,
  11390230.35866111,
  11391353.163458517,
  11391599.358776357,
  11391686.194686215,
  11392781.25,
  11392910.9375,
  11393310.013952615,
  11393596.580088986,
  11394253.724970171,
  11395843.75,
  11396042.856013361,
  11396727.562203078,
  11396938.142031327,
  11397272.755891614,
  11398501.29892536,
  11398920.24177856,
  11399028.125,
  11399035.334432075,
  11399098.360388204,
  11399500.408160897,
  11400135.708419435,
  11400431.28150927,
  11400885.879506208,
  11403440.625,
  11404248.445010945,
  11404314.0625,
  11404646.300984532,
  11405261.33212472,
  11407367.673891336,
  11407645.894053686,
  11408706.224284591,
  11408877.924578447,
  11411146.08830845,
  11424524.794767892,
  11425871.972857516,
  11427654.6875,
  11430477.199697282,
  11433180.56024033,
  11434376.015662855,
  11435346.857440695,
  11442152.950484699,
  11446950.0,
  11448453.342134036,
  11464540.44883428,
  11472277.172491958,
  11472530.815735122,
  11472867.989955785,
  11473183.63007878,
  11473659.227460383,
  11489857.526441338,
  11491945.3125,
  11492597.080779765,
  11494356.067864908,
  11495911.728751888,
  11499998.916559355,
  11500743.637695055,
  11502124.373216717,
  11503276.14699272,
  11506933.596523486,
  11509257.8125,
  11522767.304110222,
  11528782.255481899,
  11528787.146336392,
  11553059.375,
  11553406.846272768,
  11554124.567228906,
  11554977.544338807,
  11555855.022618627,
  11555879.6875,
  11560540.625,
  11562002.03717936,
  11562029.491864588,
  11565963.35838939,
  11567598.056048498,
  11585351.5625,
  11593905.589430213,
  11595230.55351776,
  11595256.25,
  11599307.8125,
  11604837.5,
  11610434.284221712,
  11615735.157921014,
  11616918.355254821,
  11623845.3125,
  11626686.407080648,
  11627802.592567416,
  11636381.900777424,
  11641391.664576352,
  11651630.15649976,
  11651947.127603514,
  11660881.534296341,
  11674248.456858173,
  11687179.645998586,
  11694398.924208203,
  11703450.0,
  11711198.282055952,
  11713322.942227822,
  11718142.1875,
  11728794.814691039,
  11740218.75,
  11741381.750248445,
  11766518.75,
  11770653.986138616,
  11772366.546270285,
  11783697.10467887,
  11783699.177310932,
  11789439.481581088,
  11792119.616042368,
  11796049.785743875,
  11796526.5625,
  11801590.625,
  11815674.056435708,
  11817071.422094282,
  11842051.224541372,
  11844004.6875,
  11844234.923617978,
  11844721.875,
  11845337.5,
  11851540.625,
  11873585.438156087,
  11875674.728067525,
  11878008.78796915,
  11895834.375,
  11900976.460133366,
  11902607.8125,
  11930268.75,
  11939657.356356457,
  11940079.6875,
  11970449.427683054,
  11987531.821094917,
  12020362.31298538,
  12023543.75,
  12023941.614094537,
  12024942.892175304,
  12026812.473965557,
  12027739.0625,
  12029224.42978359,
  12032542.20355111,
  12032873.100024184,
  12046048.4375,
  12063907.03430941,
  12090593.004504638,
  12107906.922928633,
  12113201.345462315,
  12126977.900676334,
  12171723.560281586,
  12194724.279276798,
  12201550.0,
  12254737.236793939,
  12257024.369163994,
  12282856.144586693,
  12283422.681399241,
  12335514.915241024,
  12338251.5625,
  12341935.886502787,
  12350485.962586017,
  12352308.83889967,
  12360396.874151515,
  12361923.4375,
  12361933.55011355,
  12363482.227522215,
  12368365.625,
  12368370.911487617,
  12375830.561100297,
  12380135.471443182,
  12399202.76279854,
  12404466.879311796,
  12415612.826864101,
  12422298.874843255,
  12441924.739005174,
  12449017.1875,
  12468046.875,
  12477295.844706949,
  12479710.9375,
  12481740.390489835,
  12497104.107507044,
  12503879.509508263,
  12513880.000709625,
  12520015.073652338,
  12526226.5625,
  12526348.600433463,
  12526440.628468176,
  12530822.823786566,
  12533016.135941075,
  12536050.0,
  12537414.0625,
  12539654.317457687,
  12539659.895429173,
  12554392.908027982,
  12554594.519000186,
  12555787.5,
  12562905.384620367,
  12569713.418216638,
  12572028.125,
  12577007.461802995,
  12585350.010394916,
  12617078.125,
  12627058.762942463,
  12627534.375,
  12630806.589137083,
  12631255.963545889,
  12639060.239986667,
  12640214.11997417,
  12642178.406479193,
  12643187.533344442,
  12644747.886785414,
  12646309.375,
  12646328.33645844,
  12647969.99543075,
  12649440.344090547,
  12664210.809234375,
  12664585.9375,
  12667740.625,
  12683364.525280839,
  12688019.414826505,
  12688848.4375,
  12690067.1875,
  12696634.040202769,
  12700784.375,
  12706797.575898807,
  12709363.536424888,
  12715224.355624,
  12717362.399088668,
  12717770.340788564,
  12719378.86322325,
  12719741.910092624,
  12720143.75,
  12723753.291625084,
  12724671.646082893,
  12725816.191219252,
  12732928.125,
  12734034.31974082,
  12736489.0625,
  12737742.44083154,
  12740012.337970136,
  12740679.6875,
  12740939.0625,
  12741635.34617169,
  12741687.791515639,
  12757613.558620721,
  12759297.992470142,
  12769666.360823112,
  12775060.3707697,
  12782248.402643923,
  12782514.0625,
  12783207.492296377,
  12783512.332495218,
  12783854.621681023,
  12783856.304097146,
  12784414.938976401,
  12785258.997092407,
  12785282.8125,
  12785296.346614508,
  12785386.162173001,
  12787059.740666375,
  12788788.587615067,
  12795067.517014544,
  12803732.595319968,
  12805273.322140614,
  12805374.318319703,
  12807378.125,
  12820129.296525072,
  12823631.25,
  12829878.311956974,
  12829886.06495679,
  12837076.056907775,
  12849057.8125,
  12859885.29157671,
  12860101.348932186,
  12860511.556838632,
  12860780.848520944,
  12860892.47455594,
  12862266.741263935,
  12863118.356760152,
  12864510.51726529,
  12865640.731484042,
  12865672.929423321,
  12870023.486555248,
  12871798.967175921,
  12877438.325861452,
  12879309.375,
  12880179.446854096,
  12881469.718063021,
  12882115.759117467,
  12882407.8125,
  12882476.40423139,
  12882522.728598244,
  12882617.1875,
  12883092.302099781,
  12883399.415677017,
  12883532.8125,
  12883662.580120739,
  12883673.841892878,
  12884557.374881236,
  12884592.016125795,
  12885495.723292526,
  12885616.273649065,
  12885674.981917184,
  12885707.8125,
  12885862.235886073,
  12885917.1875,
  12885918.75,
  12886138.734555576,
  12886159.456710825,
  12886253.125,
  12886426.5625,
  12886832.8125,
  12886852.510995572,
  12886914.0625,
  12887164.939066006,
  12887165.625,
  12887358.509985631,
  12887382.187142264,
  12887531.662720867,
  12887714.775030114,
  12887903.79095053,
  12888035.76692602,
  12888141.002820313,
  12888539.0625,
  12890224.334861074,
  12890376.645531584,
  12890385.9375,
  12890748.195060562,
  12890913.20312725,
  12890999.4579256,
  12891238.4490509,
  12891272.024127455,
  12891367.1875,
  12891476.644778445,
  12891508.320528597,
  12891873.362365711,
  12891945.195685934,
  12892989.0625,
  12893003.125,
  12893020.283632461,
  12893426.660407709,
  12898293.459489118,
  12903027.926867755,
  12903039.0625,
  12913745.065448258,
  12914169.65478934,
  12914450.10115854,
  12914504.437714295,
  12914944.968546595,
  12917201.180519216,
  12918403.806996997,
  12918606.04011384,
  12918623.860481055,
  12919692.084191587,
  12921454.6875,
  12922346.134979486,
  12924982.601752542,
  12931629.465929125,
  12935893.978405917,
  12935899.324389663,
  12947634.34093633,
  12950803.276346976,
  12950807.823127085,
  12960780.047911173,
  12964914.225704743,
  12970155.789591217,
  12973114.199313784,
  12973670.3125,
  12974301.293809913,
  12976176.167534221,
  12981220.3125,
  12982340.971895805,
  12983376.655979304,
  12985483.635365836,
  12988309.150872052,
  12988574.706446856,
  12992309.237110868,
  12994785.9375,
  12996034.375,
  13001488.412948966,
  13001529.179863885,
  13003768.75,
  13005463.161953673,
  13009638.792140722,
  13012839.94850192,
  13013036.955114296,
  13013196.846854847,
  13013560.224951707,
  13013564.154675806,
  13014312.5,
  13014338.31254009,
  13014452.794187523,
  13022102.860968258,
  13022270.70311015,
  13025731.25,
  13025857.043523474,
  13027529.593916398,
  13029076.073407685,
  13033504.6875,
  13034545.867045341,
  13034772.602285948,
  13041749.300775494,
  13044748.812852696,
  13045720.190151552,
  13045932.125918142,
  13046808.81082706,
  13049268.258440847,
  13053044.64796338,
  13059882.767339842,
  13060711.385855028,
  13062350.91589348,
  13063044.775960281,
  13063675.0,
  13063703.125,
  13063750.687941732,
  13064250.62472404,
  13064705.233491806,
  13064917.136668108,
  13065151.537363352,
  13065164.0625,
  13065226.5625,
  13066231.4503543,
  13066618.70213573,
  13067377.902974294,
  13067692.1875,
  13068320.76904647,
  13069288.261373118,
  13069710.576353561,
  13070037.491784262,
  13070094.848381653,
  13074481.25,
  13079590.625,
  13079590.625,
  13089442.1875,
  13096431.07524667,
  13106240.625,
  13110259.375,
  13110404.691236375,
  13121578.249236098,
  13123726.798163503,
  13126403.125,
  13130369.794970317,
  13135200.03243463,
  13135297.935735576,
  13135663.00604076,
  13135802.809180478,
  13136260.733353814,
  13137440.28752284,
  13145696.171979832,
  13145800.931730209,
  13145985.124858614,
  13146085.182184452,
  13147400.0,
  13148715.230128849,
  13149276.279942451,
  13150626.353829758,
  13151367.1875,
  13151682.269625107,
  13151743.054098006,
  13151785.767578123,
  13153360.008266188,
  13154190.699902702,
  13157545.3125,
  13159390.832047477,
  13159617.86539861,
  13159630.110784631,
  13159818.50808455,
  13160109.375,
  13160468.33635996,
  13161711.590171296,
  13162067.98394313,
  13163792.1875,
  13163819.76819953,
  13164073.117765805,
  13165142.152384305,
  13166303.125,
  13166507.8125,
  13168121.57321416,
  13170220.797172932,
  13178230.53999498,
  13179249.822061151,
  13179888.104232037,
  13183973.929964602,
  13204636.345044207,
  13208799.02125049,
  13209238.972481577,
  13210198.4375,
  13213978.13689867,
  13214276.375784332,
  13215955.357606227,
  13217557.5771847,
  13217647.313842338,
  13218173.684036015,
  13219843.75,
  13221036.58275474,
  13226354.907135354,
  13249531.01728129,
  13250053.125,
  13250562.491471857,
  13254085.9375,
  13254247.147917217,
  13254252.220747398,
  13254563.88732907,
  13255637.600567428,
  13256796.468900088,
  13257845.99622759,
  13257922.996348027,
  13274273.4375,
  13275291.255322473,
  13276359.228445541,
  13276813.670976846,
  13276960.9375,
  13277398.836496145,
  13278050.0,
  13288871.172199331,
  13304105.71078796,
  13304870.445786294,
  13306869.888675248,
  13322310.418717029,
  13323409.892140282,
  13324051.076483166,
  13324558.89704203,
  13326446.875,
  13331545.191437079,
  13332214.0625,
  13340223.4375,
  13341450.821970949,
  13345182.8125,
  13347340.129448937,
  13364580.502121303,
  13367452.341488514,
  13370874.585511778,
  13372998.4375,
  13373007.202375444,
  13376915.02648948,
  13381966.096494699,
  13385389.931301756,
  13385407.8125,
  13386588.132892096,
  13389329.606553558,
  13389942.43958548,
  13391854.6875,
  13398847.841402413,
  13404039.936231544,
  13406076.5625,
  13408132.8125,
  13415968.75,
  13417317.52785026,
  13431011.99028423,
  13436534.317323845,
  13443507.8125,
  13447132.21263637,
  13448412.210799076,
  13450706.25,
  13457715.625,
  13459498.4375,
  13482259.91607836,
  13483052.665030567,
  13487829.6875,
  13520394.089873247,
  13520395.323393913,
  13542534.496207578,
  13553679.896861142,
  13553962.123588419,
  13554521.161447058,
  13555714.13930029,
  13557544.895257913,
  13588472.986840572,
  13588868.720617376,
  13591067.45579964,
  13595506.784463564,
  13621322.434034305,
  13637420.667325279,
  13701148.4375,
  13715956.25,
  13730757.8125,
  13758641.597578801,
  13758651.943681264,
  13759375.032465992,
  13759401.5625,
  13770692.400891727,
  13792787.955512764,
  13792818.75,
  13800907.8125,
  13800914.049486468,
  13803651.5625,
  13819428.858650554,
  13820604.191934576,
  13823195.3125,
  13823216.753573488,
  13823877.301853146,
  13828027.976210754,
  13840486.716780689,
  13841876.391722988,
  13843520.3125,
  13858144.430686923,
  13868324.522012416,
  13905114.0625,
  13906570.214384254,
  14002205.840503829,
  14009016.40854794,
  14009398.24460243,
  14009406.145637255,
  14010186.504000913,
  14010240.836348595,
  14010958.861512633,
  14021482.653648792,
  14024903.102358399,
  14039840.21397577,
  14060203.125,
  14061246.875,
  14061675.283744132,
  14062997.124902964,
  14066084.573619338,
  14068585.9375,
  14076695.3125,
  14132916.955219299,
  14190795.3125,
  14194839.0625,
  14197310.9375,
  14205187.5,
  14259284.375,
  14262853.208841568,
  14264092.1875,
  14305624.95950936,
  14315257.536600897,
  14329853.645998484,
  14343724.285072355,
  14345813.916385816,
  14350575.937893756,
  14365035.361679925,
  14366218.75,
  14400429.062859356,
  14416234.954935025,
  14442409.971134314,
  14458631.57263636,
  14459799.508311773,
  14467719.72972359,
  14509632.065334316,
  14522303.142075175,
  14527151.949154167,
  14528028.125,
  14530292.295824336,
  14532058.334324816,
  14538560.704274341,
  14539331.483222533,
  14545162.5,
  ...],
 [23.50773601363167,
  91.69357576245898,
  9.368689689713976,
  8.358665545444527,
  16.32870560422179,
  51.29953920545354,
  40.81299661557926,
  8.568398058207162,
  9.852575090336993,
  65.58838139278596,
  49.54755956493878,
  58.02684880491954,
  18.53438365651321,
  5.742669106666688,
  6.022540480613146,
  31.703420678788927,
  7.343721116879891,
  40.06154901312659,
  34.25888681137811,
  77.79294683830986,
  9.915981576276275,
  28.97485031164553,
  11.791004102067976,
  67.22211569893707,
  6.498573774684432,
  104.29212994896291,
  26.09185703010291,
  44.386240577498,
  97.05109757170386,
  104.71267755803592,
  51.14641530941111,
  66.72801689965594,
  6.06640677084755,
  122.15591684014326,
  5.1473907481965355,
  6.6525358177044325,
  7.2788454074972,
  148.97038166770622,
  28.01946276061315,
  86.62579827489614,
  32.03307591916983,
  10.646789295984217,
  71.51181463748566,
  36.84232447935492,
  8.332372508401514,
  64.61661331583852,
  54.269758298948815,
  44.2095756413335,
  107.02654881416561,
  130.9742259990498,
  130.27290176983595,
  128.47408511402864,
  6.724981638644506,
  27.830414863391205,
  14.494515523540583,
  33.47478147577382,
  9.256930263837036,
  130.16810494413926,
  46.44622950582786,
  24.226707263020668,
  46.768858724849466,
  43.73528730682115,
  67.56141832578797,
  71.21980828255069,
  13.091790988071102,
  56.686649314923294,
  20.707015837639496,
  13.371874366094557,
  23.45187345478554,
  5.285225387220607,
  65.53807814739625,
  21.79324420954682,
  33.29661998486875,
  42.83873721236091,
  55.18210795387643,
  10.380032808995143,
  5.60260951500199,
  44.660717626174744,
  22.158767539439634,
  16.67246150956112,
  73.70819318192868,
  6.202129552874486,
  31.950490295492596,
  25.61992773625149,
  12.448565374926167,
  15.00608100998806,
  42.33425297887363,
  9.806543544481285,
  27.414605947587415,
  45.985840165747305,
  8.726180512696233,
  13.425218407765561,
  135.39146880038047,
  18.861095158870437,
  48.411499249095876,
  7.282911489835801,
  150.90789494209096,
  13.460870120215636,
  6.297567724754474,
  6.412829761833383,
  34.62231857224189,
  51.350375089911154,
  14.261148215588575,
  7.23739799126503,
  37.83816889394279,
  130.7780150874796,
  17.71421510856653,
  7.311453503299962,
  5.926779131678573,
  11.964003604297101,
  5.8504480177084055,
  59.60682768041788,
  7.882568154979109,
  158.39537980947478,
  11.017591673437549,
  90.58421383596743,
  56.72957139179259,
  5.942614602251109,
  52.263898644096145,
  65.18167323173667,
  5.167986135249011,
  22.128878605868074,
  20.47699811426378,
  15.626293098636408,
  24.969281169156417,
  95.43385234674993,
  85.27161322999414,
  7.879087004341469,
  39.15618051119684,
  113.7767286312334,
  7.636925777254308,
  13.723228800552832,
  6.030647514517522,
  6.089682280675566,
  32.66255928552248,
  18.919392316069988,
  50.51750906558679,
  25.893857556586102,
  37.804029860544475,
  25.14225432946111,
  67.314166989817,
  19.485755566293207,
  37.34231752026652,
  189.9478633619671,
  41.60258455451603,
  6.862468301997917,
  62.27708914410489,
  28.69216631082145,
  84.48514261721778,
  8.039175584882377,
  6.64838384515687,
  16.31962832928783,
  7.525342688836239,
  71.90212604946453,
  7.6579454472451305,
  6.478278592874795,
  21.543865455239015,
  70.72115188150102,
  76.32461400651106,
  8.670593715873682,
  22.793443154927417,
  10.921601152257916,
  6.458015778064881,
  17.095432838726197,
  54.86283722218303,
  15.824054618507674,
  63.124275119855895,
  71.47867106418406,
  97.40611469002745,
  46.26970112722792,
  96.23064125989086,
  22.315677517469787,
  15.897967469465154,
  81.98062950748466,
  181.72131646615966,
  83.71290536965869,
  11.731436494231742,
  22.954960489074853,
  43.36281317797018,
  144.01414336158015,
  7.482249660289441,
  38.83760682096518,
  13.419077372486345,
  95.2645830565895,
  75.89157640671479,
  11.008875798272424,
  24.206073990263413,
  20.877554948085017,
  169.64062534407645,
  6.03613557228995,
  63.6441080164614,
  38.0405138435008,
  13.098814175848396,
  41.67318934269272,
  113.62350884727657,
  13.99331277299718,
  7.765349875334513,
  79.56918216317648,
  22.43177651121272,
  12.806758653092457,
  33.70481349451362,
  151.02862780458392,
  17.66315994878846,
  94.09615172297664,
  33.755220149386915,
  91.65226345682524,
  18.998910614300485,
  15.68736666119837,
  27.11390005548957,
  13.513538080735717,
  6.234361320893122,
  30.242155614981215,
  25.703583915418335,
  15.73259026791764,
  19.343030392037747,
  87.14158940757824,
  23.042451317530897,
  96.47143173744395,
  195.6890874861569,
  194.36808140979016,
  74.41260464003787,
  19.445656569187772,
  21.882909156272387,
  34.096549358660894,
  160.73828390093627,
  27.804611370376325,
  156.16704611646145,
  7.164487059877824,
  29.52577715323133,
  9.463041727038219,
  9.995200048697042,
  62.52157639059537,
  32.60914372703614,
  47.26776578582836,
  8.16415808890799,
  53.28277313881382,
  46.13225821208192,
  8.572296473381238,
  21.37179267507799,
  8.335869956722158,
  58.155667672101025,
  75.67728229463924,
  20.497079459161284,
  159.15146590674377,
  25.690284134276908,
  26.320959568192002,
  9.905930616761617,
  15.29095012721705,
  34.731921354740344,
  66.47230224497842,
  11.683070328734525,
  165.02818324770766,
  27.272691596727626,
  59.14864700837147,
  47.38845969247138,
  30.451882652241302,
  22.678653513112845,
  38.01751597612336,
  168.55753081422407,
  35.84718802887981,
  8.526406000987594,
  24.292569456350243,
  40.290109290446146,
  19.94345441685804,
  75.41674810791503,
  80.4043692824294,
  54.63336190289036,
  15.00031488038747,
  5.550522451838221,
  6.2687743521699995,
  7.3054978519299025,
  32.78544360062532,
  39.28436512872401,
  41.31629308792024,
  27.888123974095805,
  28.511971870047127,
  103.29847206116533,
  19.934918002978257,
  75.72971154279756,
  11.653908075276371,
  7.445712167320012,
  12.450817282703127,
  53.76151650835551,
  11.654074836839694,
  8.892734274390488,
  28.9209422510421,
  37.789847133302125,
  45.887991764210575,
  32.64577395545669,
  98.55612486901254,
  74.49017008432159,
  11.682292860905708,
  16.014683974298247,
  28.572632024405696,
  5.78450888737387,
  9.913780146728493,
  112.71563505223673,
  24.705548499558244,
  19.644826192730935,
  34.676572786685945,
  32.98053601280196,
  44.63367884817708,
  48.014245587906906,
  5.432434622322315,
  38.285439641244885,
  30.837756978673873,
  7.120919767019852,
  62.96614396983581,
  17.864352873731413,
  261.3996921119649,
  43.95568344819996,
  41.68557024295984,
  141.32510203879468,
  227.97443151437133,
  71.9465875603255,
  188.8068580295031,
  108.57973980958403,
  52.16997113882993,
  204.4477929528312,
  29.294703836988262,
  9.59209781739085,
  9.279789977630116,
  178.13202030145615,
  135.39812133834783,
  35.77959056674643,
  26.232011446844187,
  35.855541626453544,
  248.99227243871505,
  59.33003886436119,
  59.655809480554176,
  17.757438959959277,
  44.39924056954182,
  29.3089857197601,
  66.38672455174999,
  76.67137274864216,
  6.609469050948651,
  112.7292156609451,
  25.52332210585183,
  49.69888697723705,
  32.32168963720659,
  34.26889443130785,
  10.951426978592389,
  27.233923304740358,
  6.194185099686879,
  21.90604919838497,
  53.132850205374226,
  10.989389145225747,
  21.453365635566552,
  13.329260043815953,
  87.55179835584202,
  137.5902832265423,
  119.81729228351408,
  14.673133450512745,
  41.58697099524519,
  34.649288453293636,
  45.13504850930165,
  34.63198138075596,
  66.44766834553482,
  29.820409091369466,
  5.709209989297701,
  93.67033479631239,
  32.205649886063,
  90.37626885701975,
  82.9528138067802,
  28.980915349564647,
  10.696041439101291,
  12.215741947087814,
  32.95411070509691,
  55.58082907623168,
  159.66579411443485,
  18.12268518633085,
  12.854739969368328,
  9.11805507661013,
  9.272311632586375,
  84.83272201196876,
  20.523073869769714,
  27.08710216649725,
  39.594577877716794,
  74.97890082705632,
  7.614673943815447,
  14.724977476262426,
  94.59610546418703,
  24.94627871002576,
  46.247659263481324,
  97.06511524798972,
  16.694220957662946,
  73.54658574875396,
  5.647048161088598,
  39.70666616692198,
  14.228925471723043,
  53.963817493655284,
  35.45112837585415,
  7.639018731356828,
  75.82624536923404,
  12.294854943232272,
  6.633194758669808,
  47.53662345097537,
  65.2432619569162,
  66.9597739266677,
  40.432482952273666,
  13.78791432487759,
  53.58703036986972,
  154.9212127679457,
  222.18117404399032,
  21.703464052524723,
  19.43484207293716,
  57.746820260648214,
  37.425809978309154,
  67.37978594622729,
  182.8269723196866,
  25.382872423596638,
  40.86685461020059,
  17.147232053121268,
  8.228068242101488,
  29.498825287933588,
  22.379506773662307,
  13.70772818336694,
  58.53733308130117,
  21.157768367337354,
  28.19613785895183,
  50.54620586219676,
  46.78779998068814,
  17.834116783938683,
  16.660311625148204,
  20.724508266737853,
  101.96487572376297,
  42.024270736658906,
  66.4610947799798,
  120.00058462388199,
  73.71177672354702,
  147.47375251803064,
  32.118422690364895,
  105.9200488661143,
  20.028104508779705,
  52.77504796801833,
  34.54893304631687,
  62.35253477299657,
  36.76622019371028,
  39.849383650193495,
  75.01622561227084,
  6.687177142277254,
  50.72277591221561,
  73.49732992354214,
  10.386330559235585,
  18.924753408610332,
  101.62012721488236,
  7.250447646425745,
  27.678137316906096,
  8.442866181092617,
  11.158100287250724,
  22.171001869522648,
  17.18991596496207,
  50.100864917276056,
  36.64929697688312,
  17.922973385439132,
  29.394778720221556,
  32.17453403866465,
  151.8316319197182,
  137.46543905923454,
  39.29705167323759,
  12.023446203036876,
  12.955207044402686,
  15.895704215649195,
  93.99496744817245,
  11.85268449433775,
  19.734240745832434,
  8.176434304118056,
  37.98830220272817,
  65.39522097897574,
  28.699804780756693,
  13.456903680262906,
  30.584709419940665,
  33.66170599636286,
  12.900896681893279,
  91.80978208626114,
  33.3195598189538,
  92.2610130217052,
  21.499647549351103,
  79.09196744657702,
  13.09384571503665,
  88.86192429971776,
  26.652564635245405,
  308.4842527856659,
  55.31701935125432,
  67.21538661692824,
  83.76870492357716,
  42.139857593133314,
  28.42342920022981,
  25.309876916026706,
  91.46014465327137,
  8.889454649803374,
  202.10723798253792,
  7.114624769889963,
  37.267381263872885,
  57.879967218198026,
  8.29508369866759,
  23.283559387511364,
  133.87823423666072,
  19.10437676026985,
  61.441433952016794,
  5.750966581409687,
  32.9908279241994,
  9.148664090167786,
  28.236122396219216,
  19.54170376417393,
  60.89604154679097,
  14.024991457527486,
  20.280209245861517,
  18.616062040794503,
  19.2694707526636,
  38.186545975989965,
  40.11399715955088,
  100.9250877070698,
  16.854367000686608,
  10.381784407737085,
  97.4006584360415,
  124.09604238341892,
  6.920276976045874,
  153.70146799539202,
  56.05117832914263,
  30.2371479891362,
  15.2705227899926,
  13.384723996961387,
  22.012037160043697,
  137.37172124499176,
  16.353203026850245,
  67.1077185826672,
  101.5641426167715,
  108.11738045411695,
  51.375166393263825,
  23.184547774354357,
  60.86444638208478,
  7.520565792375382,
  20.73059266929864,
  14.303878213703973,
  70.3334226715174,
  20.99572912521275,
  72.42956193380844,
  9.473080257222788,
  49.23682860139699,
  30.07931285635768,
  6.8699870701014145,
  85.30198491590964,
  115.32562187455683,
  30.261332220602167,
  6.571889673012503,
  113.263705217673,
  126.153238714541,
  30.756734985702046,
  117.66533456299173,
  31.308497427470236,
  126.80066395878683,
  8.109439197466239,
  160.9599373752252,
  42.3084403169008,
  5.581057848132738,
  39.5869421931352,
  16.413566347301128,
  101.62133568064891,
  5.372461829900642,
  53.94871154090605,
  5.964299092879148,
  189.94225249449696,
  232.32262196612413,
  81.53726477838077,
  29.74113131564465,
  23.535127129685097,
  54.527696373521735,
  26.223852294348514,
  46.19385946091883,
  104.92713599894049,
  22.921863617625128,
  6.5966158551947425,
  47.99438767590741,
  89.99666852445782,
  53.73399806391869,
  48.29729695459142,
  30.50401025405902,
  43.57062117677949,
  20.16441004503722,
  43.83421551292349,
  11.172213420638105,
  12.51777957155341,
  42.37387587271571,
  47.113483751060976,
  6.513532291784956,
  158.05553333979842,
  17.078576775435277,
  59.90667999260244,
  42.853894856658634,
  79.05303081685321,
  16.003811636358243,
  25.68907511397639,
  49.66166904893613,
  52.11572471129787,
  13.082690377764397,
  26.048065726953794,
  33.87191168667852,
  13.479160525392226,
  52.98946238230582,
  13.146928877760793,
  6.262804574884028,
  101.99941604917777,
  10.661561366197049,
  131.84201836390886,
  14.696435682062813,
  9.377568121682446,
  10.201628541777957,
  22.804103836227828,
  145.03044444182004,
  10.391354850816796,
  161.1626708262657,
  9.660996533830998,
  21.747349173287592,
  76.70257788258982,
  9.154277097590239,
  31.794798480359848,
  5.664705376130551,
  31.807145900493495,
  85.10621227979874,
  79.38404438279774,
  12.830170837942237,
  11.33295078146289,
  13.310756296827236,
  77.58967177851548,
  56.62249626122542,
  14.185516845241796,
  12.256705419282929,
  64.57388313031285,
  6.82220093037443,
  13.475744794571092,
  10.564061221249538,
  7.015199129673676,
  313.06218782422667,
  37.58552935144864,
  51.16528146773681,
  128.62099189927807,
  26.087174770179065,
  99.09804408899203,
  24.539719040802797,
  13.074638597878765,
  7.157159069222387,
  58.33243381168388,
  14.37073089022526,
  11.347409040092801,
  56.373607191252226,
  11.311686239654101,
  10.322641895989916,
  73.25431167168728,
  7.142673446020628,
  21.802903850275875,
  7.0109780790808935,
  10.87000247883911,
  54.851127656811784,
  18.16544322241925,
  34.21069413754776,
  67.09871215117003,
  121.49512015206048,
  29.731823596113056,
  100.88974716754652,
  86.99978608918872,
  15.262375776536002,
  76.9718233345622,
  34.810400711908756,
  155.71128795101413,
  64.74719363090063,
  50.86970420839518,
  23.827722622784822,
  38.00034385211773,
  22.946289922068047,
  12.536075646188952,
  40.207506642749834,
  10.016524882296538,
  77.72290990828282,
  14.328916356613817,
  92.1677834280511,
  95.46727808476058,
  31.503277333155545,
  46.87038556007654,
  55.49204955050479,
  24.514939643878197,
  12.438934462690689,
  55.55401685555505,
  7.986794282663729,
  6.510725151666798,
  37.48577085071276,
  11.258795716689225,
  9.801388257421806,
  52.884521839387176,
  41.393618799888614,
  95.29845277848588,
  43.74905168916237,
  27.96605621341344,
  30.139017441335156,
  23.872713510859263,
  33.47046737061643,
  49.40353220227965,
  24.451494529890123,
  39.47626643022763,
  6.2800641811806575,
  10.758501194623262,
  32.66724488171787,
  49.35157314720133,
  5.751581821326128,
  53.13979355786377,
  11.860158765771388,
  26.63668107170012,
  37.47523095127946,
  150.50110831142723,
  14.194797464837714,
  24.807074155910115,
  46.08328370775543,
  13.02794099664265,
  166.66772891047924,
  9.462740441910704,
  5.814766997997954,
  23.2786514465311,
  5.3475453885404365,
  85.81443342622273,
  200.54414424002326,
  35.83352096078105,
  21.597657215655474,
  22.60902273236965,
  37.81171980487207,
  132.76827631118388,
  15.310195444408274,
  111.84488629793827,
  20.615485345320018,
  42.24278843846433,
  13.528564352590529,
  31.384292104615326,
  28.64504934188106,
  23.266289925526582,
  13.305181052615957,
  29.589478636248817,
  12.348351290027548,
  85.5770208886503,
  6.635568118753482,
  92.34809040386723,
  99.42066274153524,
  52.138572916177836,
  8.335930432154763,
  44.14758394690106,
  12.689907903684587,
  65.73480651522547,
  20.03780041622243,
  71.55796110069409,
  61.46131167430508,
  5.267910745203126,
  5.2010442287718295,
  35.658204585946784,
  73.14642103133873,
  24.33056810305271,
  18.694603643082885,
  70.83255544283105,
  23.793056011356054,
  10.94170595021153,
  32.38476162647174,
  20.87596765473842,
  72.24397134367048,
  5.883550144872363,
  58.46324424128336,
  6.856444657001657,
  99.4422479388643,
  11.260564882499384,
  69.56041004538532,
  31.029676443546034,
  12.405288423900469,
  7.29596258993394,
  51.03844238918384,
  14.751238162763487,
  11.088642607494114,
  29.189009893505574,
  110.20757356361668,
  11.45601253129194,
  27.611973270951243,
  8.172555471556965,
  40.182456406841865,
  33.959820421872394,
  43.32691297284966,
  30.795489374214977,
  85.15460967280886,
  5.060552657716009,
  86.35144466342446,
  179.99573514126416,
  35.989957416867895,
  128.7686432950429,
  38.88033093971433,
  76.91738449788667,
  34.79828616272629,
  20.968900059533375,
  103.88050890949629,
  9.538949631362613,
  74.01634092856914,
  165.1550936352918,
  7.615011012476458,
  5.033188457941706,
  12.02294829708752,
  23.55075076778843,
  19.513344448763725,
  43.39494848765779,
  227.6722433985309,
  15.123130738991723,
  18.854062424688067,
  51.05550625614824,
  91.5072127802579,
  10.561917809788968,
  21.74115802569047,
  261.41917401158616,
  62.44778643781903,
  12.192670801070744,
  7.949934711796999,
  35.75424389929546,
  22.66577253628831,
  8.326588328007421,
  38.83517696703433,
  11.467528939547574,
  21.585378635775108,
  9.716939238203693,
  9.134897202605822,
  40.51129635165736,
  22.40013143754843,
  12.328208837244835,
  12.652013356630029,
  57.95754810018857,
  13.206333173154995,
  13.848441177917687,
  11.07325876730867,
  49.837883343664174,
  44.42484330975342,
  30.374794530551018,
  17.17853051496565,
  66.52956842287924,
  36.83391911038295,
  46.69798528346969,
  32.62571120660091,
  89.03473381683875,
  44.94107686654716,
  49.77000821759673,
  49.87932201124951,
  42.936982097735054,
  10.847883266785598,
  20.455615247217793,
  24.61372696855297,
  5.735268155804343,
  8.421399356386532,
  122.542070354798,
  18.143478984290088,
  5.830412126096968,
  14.12295843174509,
  169.9827045338137,
  28.35730509359573,
  110.42420810105585,
  11.582885326309022,
  38.1396959172868,
  29.551909848013644,
  91.00387833627968,
  70.06214763265224,
  41.83119393486794,
  61.61121803052318,
  55.039910486085574,
  23.007921879139865,
  5.455511221379713,
  22.648060663099013,
  101.2806300493318,
  98.32469358101307,
  67.61223826797537,
  19.683442293903028,
  114.02944161492414,
  23.16696015993806,
  10.524118922770354,
  69.59528498584358,
  30.69021561835336,
  21.633733171080333,
  42.278686788388505,
  42.34692932318357,
  97.84336589057857,
  54.08752568825056,
  119.62126835916186,
  26.837463790137264,
  55.13445070448575,
  13.33824716181282,
  12.694832604731806,
  52.407211933670425,
  16.86657088458162,
  68.83458101502613,
  20.460656791415072,
  131.74104341535704,
  67.77865165558933,
  19.756444522163655,
  32.8915519323411,
  18.064068321994377,
  21.863136554705637,
  15.998065934608942,
  61.95151038027546,
  76.84977069354369,
  7.37177238560793,
  55.810275600106195,
  63.073029470016216,
  71.47581630244397,
  11.704910615009359,
  81.34239727996153,
  27.433212081976585,
  53.1942284787414,
  220.53042526534784,
  139.2353397213705,
  42.22445307426857,
  89.21358408415777,
  78.45170041241894,
  13.378634523702278,
  28.430991885625296,
  94.18568969842059,
  16.417206372274926,
  11.144777489932197,
  24.149191923644068,
  15.804426535826833,
  218.09773429410868,
  176.09507843382494,
  15.24254547106771,
  5.5131674266086,
  62.45981759879677,
  22.43367285891097,
  11.574677148973084,
  17.557687305003167,
  7.818770670904031,
  65.6143285649024,
  79.76916153627333,
  81.91310173676791,
  56.84252955619638,
  19.59522052564883,
  86.8097365176728,
  8.30382083004396,
  50.794383969799085,
  143.382174334976,
  6.857986116830706,
  36.288911182914916,
  43.680267261385964,
  28.26991458757078,
  32.81130569670794,
  32.877356395673054,
  97.10111552748442,
  47.909508022278246,
  36.76213021363865,
  18.77941090951688,
  7.550295266226243,
  12.611987388832562,
  14.328229358796506,
  40.2217592125404,
  185.6333935991762,
  57.5107455200946,
  86.04771047850842,
  36.40618071803739,
  50.01601593909617,
  7.343871727027119,
  10.839012520974839,
  77.65054658292217,
  28.96003008328018,
  9.51674118508397,
  32.05129276591222,
  99.44757866791356,
  35.7786505210347,
  57.9690601395624,
  107.0847077969425,
  79.93631806144025,
  9.583430252963621,
  13.15062685955306,
  7.676690104489215,
  95.22185553306969,
  49.62244052964576,
  24.656100796228838,
  226.96148765127526,
  57.033555552388044,
  124.72475220840222,
  38.85527810545929,
  72.41747369096593,
  14.327259410762597,
  99.0649500818401,
  130.4991133145722,
  70.98122057997475,
  5.740737917986916,
  8.792153059295769,
  52.21637128465247,
  31.709628962086054,
  51.73596326650077,
  108.19841378899437,
  5.227992853936363,
  12.173811942216544,
  22.297201893926292,
  70.46984673096331,
  62.40128115767345,
  79.71780987231156,
  142.03171152144446,
  6.7669202893141005,
  17.124105682331866,
  47.43718503269159,
  24.461322843057054,
  12.054683445296831,
  5.521867424659766,
  15.911773195556613,
  71.64005219728847,
  ...])

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)