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 = 44916
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);

([6760678.7683821935,
  6822884.89516201,
  6843174.266462684,
  6851577.78348989,
  6851674.095191399,
  6854757.8125,
  6855445.527569632,
  6856550.0,
  6979121.642626661,
  6998334.375,
  7006236.987680211,
  7029808.552451647,
  7029840.097835235,
  7033208.687812666,
  7069860.660092668,
  7073774.342514071,
  7094267.1764014615,
  7100101.5625,
  7102541.357742698,
  7102817.1875,
  7122295.3125,
  7123904.320340051,
  7140798.25550216,
  7175118.623543949,
  7182904.393465796,
  7183181.111618833,
  7186021.786927113,
  7188820.057321085,
  7191753.29828149,
  7196792.516462614,
  7199259.375,
  7199328.829490707,
  7202450.718437575,
  7217816.061360062,
  7235461.220235079,
  7345040.571719652,
  7351053.996022106,
  7355943.240245291,
  7363710.709158946,
  7364891.468907778,
  7421925.0,
  7429865.163588866,
  7493273.4375,
  7515813.977541602,
  7547240.625,
  7549548.4375,
  7558757.8125,
  7573251.739972962,
  7573302.457186923,
  7577879.621562263,
  7578637.5,
  7578668.1187785,
  7578909.557164214,
  7578910.858093253,
  7581408.0705027245,
  7593950.927036846,
  7613455.631129109,
  7617262.159743548,
  7618688.658736153,
  7651466.268098842,
  7680292.368102436,
  7681410.9375,
  7697053.722976376,
  7719254.6286797235,
  7747868.935400525,
  7759564.031071023,
  7769131.160171437,
  7827937.0868051415,
  7836585.7246543765,
  7859636.809009027,
  7860478.869297235,
  7873230.516761323,
  7875478.125,
  7941415.258588206,
  7949704.714967009,
  7957868.75,
  7978575.0,
  8020681.25,
  8021822.131016928,
  8057446.159558019,
  8059994.8832629565,
  8068768.226648959,
  8089564.704017207,
  8204550.0,
  8239459.6233499395,
  8248300.786200024,
  8253329.953982284,
  8262882.8125,
  8271857.761694936,
  8281617.48628077,
  8281928.146490684,
  8287670.3125,
  8323420.804531959,
  8348882.426150439,
  8356804.389982867,
  8367117.755063469,
  8397895.303251712,
  8406910.165500065,
  8416515.465020636,
  8571746.296000795,
  8576616.482434444,
  8594171.875,
  8595098.354285125,
  8648585.9375,
  8752626.03220459,
  8757519.979558097,
  8773584.29533023,
  8774325.263606822,
  8775024.85421735,
  8791411.885094,
  8821525.283705281,
  8833771.589930514,
  8888284.541601598,
  8933308.772251967,
  9003068.059649881,
  9004873.4375,
  9015911.086370334,
  9016322.125596743,
  9036269.330006864,
  9090946.842087528,
  9095058.173097221,
  9097042.1875,
  9108933.262437932,
  9110525.0,
  9121380.71730199,
  9136295.3125,
  9149494.340352839,
  9155749.234956127,
  9165725.43198637,
  9165890.625,
  9166431.261444904,
  9167592.1875,
  9203620.3125,
  9214981.25,
  9216031.478186369,
  9238993.864997221,
  9239422.082725657,
  9267470.711000897,
  9268514.710087994,
  9271630.472509846,
  9272037.300673256,
  9276476.013598338,
  9282050.0,
  9282056.12765798,
  9282224.719914185,
  9302114.251866309,
  9322801.33597677,
  9337563.777854577,
  9348128.095047783,
  9357020.769149052,
  9358823.4375,
  9365047.798258804,
  9366569.839549743,
  9368917.559821157,
  9369481.25,
  9369982.726946268,
  9378859.375,
  9379685.647643026,
  9395255.528464526,
  9399446.702393431,
  9402352.842581987,
  9416622.545470763,
  9422929.6875,
  9423072.113366995,
  9426415.637817468,
  9451083.149336394,
  9452228.376368726,
  9480646.018366888,
  9494578.125,
  9498620.614354823,
  9517546.488259891,
  9519203.997523842,
  9519205.775058998,
  9531097.10553545,
  9534425.012433423,
  9534906.00642673,
  9536519.48804024,
  9539139.50599471,
  9539827.378936341,
  9540529.610884681,
  9546716.548391033,
  9546950.308461217,
  9562826.5625,
  9578473.655362066,
  9587729.417778071,
  9598910.9375,
  9601882.04915917,
  9608821.875,
  9611898.29775496,
  9613920.429863531,
  9640290.625,
  9647138.51826985,
  9650692.415934486,
  9652027.716169579,
  9673646.954237271,
  9678082.07388129,
  9678391.45437929,
  9680088.34511381,
  9683497.713259079,
  9687794.71405447,
  9689034.967343153,
  9689316.492955431,
  9691226.90151043,
  9702243.75,
  9713022.276029535,
  9717911.635691248,
  9718605.168344812,
  9718630.339228272,
  9720141.39014174,
  9723689.679250222,
  9730266.731093686,
  9748943.21349374,
  9749027.704549322,
  9752174.130794143,
  9756996.629078468,
  9758010.097805258,
  9761379.6875,
  9762203.18101514,
  9783404.6875,
  9785072.405988086,
  9786114.0625,
  9797423.4375,
  9802157.8125,
  9818954.306739656,
  9819965.625,
  9820440.549816297,
  9821923.226506235,
  9837027.961492162,
  9840889.937821656,
  9841224.407445058,
  9848567.1875,
  9850932.8125,
  9853472.440274712,
  9862328.125,
  9864525.0,
  9903005.962693926,
  9904038.809235122,
  9907999.977060813,
  9931562.230902214,
  9931971.348814249,
  9933774.877030242,
  9968168.276389102,
  9986055.08658143,
  9990512.5,
  9994147.307092158,
  9996987.5,
  10010720.795034053,
  10016352.79349103,
  10023045.303378519,
  10029415.164295483,
  10040599.69654011,
  10050026.951349935,
  10054523.810006365,
  10056794.581898965,
  10066408.183212193,
  10076829.518977206,
  10079286.252381913,
  10080912.687881596,
  10086734.375,
  10092319.954780659,
  10093097.559193298,
  10101047.22809617,
  10102749.602296745,
  10107800.307451816,
  10111895.3125,
  10111898.432168499,
  10114388.194079459,
  10114707.8125,
  10114858.558555556,
  10115498.4375,
  10116269.159249298,
  10129162.5,
  10131321.875,
  10136011.720844105,
  10136200.0,
  10142689.465842204,
  10157194.197481364,
  10176128.356018392,
  10177796.875,
  10178156.78382466,
  10178271.301024862,
  10182023.4375,
  10189396.278118541,
  10196733.830605507,
  10199769.508082332,
  10200994.431180732,
  10207534.708184905,
  10217905.495439693,
  10222667.1875,
  10238406.133153902,
  10241884.696824666,
  10244900.0,
  10274616.572947085,
  10289675.0,
  10296565.02778675,
  10297355.335153459,
  10310879.6875,
  10369098.4375,
  10369606.152311685,
  10378968.408417447,
  10380819.081008455,
  10428046.499191733,
  10697274.944418665,
  10706766.53142881,
  10725202.808133446,
  10781241.72234006,
  10940807.8125,
  11057651.760144439,
  11106640.097403996,
  11135837.176524667,
  11163590.55221027,
  11277321.875,
  11294018.826749539,
  11304621.668871308,
  11365153.365118252,
  11536575.0,
  11697807.174222104,
  11721075.0,
  11756285.9375,
  11941845.172608757,
  12213832.8125,
  12519178.857748097,
  14726347.319795143,
  15029960.655105768,
  15104651.5625,
  15147604.310589695,
  15182862.5,
  15194837.187152391,
  15195925.656737797,
  15197332.8125,
  15202079.6875,
  15205031.001774047,
  15210398.31550154,
  15210486.771591652,
  15212226.5625,
  15212537.5,
  15220021.337852865,
  15226249.765311666,
  15226616.662416236,
  15230447.272708274,
  15230613.659634212,
  15237343.428083094,
  15240297.735172763,
  15247630.876496997,
  15247633.449904425,
  15248369.63317613,
  15253065.254585683,
  15253070.856041064,
  15256098.4375,
  15256159.613200229,
  15256973.770585036,
  15257897.044371344,
  15260572.235202517,
  15263075.486105068,
  15263308.65164291,
  15263790.625,
  15264193.287709575,
  15264539.007963208,
  15264957.931542179,
  15267738.284077816,
  15268595.373117622,
  15269688.241375199,
  15270893.104950558,
  15273456.963270713,
  15275665.625,
  15277154.443298195,
  15278016.985175205,
  15280904.157431506,
  15281638.667622313,
  15281985.9375,
  15281997.051792458,
  15283877.885808334,
  15285303.125,
  15287044.976866975,
  15290564.764254985,
  15291164.369666064,
  15294051.925828906,
  15295709.286460882,
  15296149.735917466,
  15296959.161122955,
  15299870.105705725,
  15299912.563446317,
  15300909.375,
  15301492.195965614,
  15302158.772173386,
  15302692.1875,
  15303156.25,
  15303875.154703088,
  15305035.9375,
  15306735.826279908,
  15306918.572248792,
  15308807.8125,
  15309037.717532804,
  15309299.475754574,
  15309964.454014698,
  15310302.44853867,
  15310771.433945265,
  15310780.630999807,
  15311007.320365451,
  15311127.765882347,
  15311346.928092672,
  15311511.778725032,
  15312177.175886655,
  15312183.356132409,
  15312221.40670343,
  15312415.625,
  15313218.296757584,
  15313506.532164061,
  15315396.875,
  15315840.625,
  15317226.034115378,
  15317555.178534841,
  15317719.67354415,
  15317936.924446775,
  15318434.336752102,
  15318588.646487227,
  15319831.77522899,
  15319852.649445763,
  15320150.0,
  15320957.8125,
  15322150.124285456,
  15322528.23194424,
  15322771.875,
  15323281.53849473,
  15323587.5,
  15324137.891279873,
  15324194.639968801,
  15325438.807367852,
  15326251.92876291,
  15326314.0625,
  15326462.5,
  15327319.212061856,
  15327382.8125,
  15327955.885819491,
  15328047.451143228,
  15328236.146131912,
  15328796.875,
  15329684.447437761,
  15331258.896380065,
  15332948.77209214,
  15333893.75,
  15334159.059611868,
  15335085.851511717,
  15336407.1826423,
  15336463.482428718,
  15336586.275124751,
  15337514.786226165,
  15338653.125,
  15339020.746181572,
  15340480.739927553,
  15341923.718113722,
  15342635.749282679,
  15343413.166489031,
  15343496.875,
  15345208.314067237,
  15346506.284334231,
  15347020.255826473,
  15347359.855071768,
  15347973.4375,
  15351041.35231593,
  15351360.007778281,
  15352265.307721907,
  15354203.125,
  15356321.605940744,
  15357427.701501882,
  15358104.023448283,
  15359375.0,
  15361560.92005665,
  15365908.569502804,
  15366082.8125,
  15366173.552242564,
  15367480.358401265,
  15367871.242414933,
  15368091.523875833,
  15369249.483883461,
  15370187.5,
  15370595.307588078,
  15371656.25,
  15371878.999306431,
  15372542.1875,
  15374128.81280367,
  15374836.470523937,
  15374902.476416305,
  15376553.787339488,
  15377186.748603363,
  15377251.5625,
  15377480.017439226,
  15377485.427876482,
  15377737.5,
  15377792.1875,
  15377986.20600636,
  15378681.150511863,
  15379726.53680447,
  15379929.755149996,
  15380641.670321431,
  15381793.30926199,
  15382675.267414564,
  15382754.415344013,
  15382806.623867147,
  15382831.18658799,
  15382853.125,
  15383330.494198253,
  15383719.289379409,
  15383736.396911846,
  15383937.388737045,
  15383961.779535128,
  15384129.141196445,
  15384130.84692178,
  15384412.5,
  15384480.599353097,
  15384934.375,
  15385217.1875,
  15385460.9375,
  15385512.967915645,
  15385966.484107165,
  15386290.625,
  15386592.401660744,
  15387151.5625,
  15388086.5806123,
  15388257.8125,
  15389311.125927474,
  15389651.931149565,
  15389656.25,
  15389811.9866712,
  15390374.997601282,
  15391292.718849124,
  15393297.33379467,
  15393515.006116506,
  15393600.2774633,
  15393690.625,
  15394715.84271885,
  15394884.729726456,
  15395292.1875,
  15395428.366511857,
  15395428.60524575,
  15395460.871882493,
  15395520.3125,
  15395667.1875,
  15395709.933617491,
  15395873.4375,
  15395949.954431614,
  15396099.800346456,
  15396329.6875,
  15396673.4375,
  15396814.210942624,
  15396860.9375,
  15397777.90196531,
  15397785.646549692,
  15397858.616331263,
  15397923.4375,
  15398069.235722698,
  15398123.666381594,
  15398300.0,
  15398456.77759944,
  15398791.289003283,
  15398957.726699395,
  15399496.577067088,
  15399540.626605518,
  15399680.454521665,
  15401158.880795045,
  15401448.385825923,
  15402047.924279083,
  15402240.242662987,
  15402377.507021267,
  15402395.261697026,
  15402421.449220287,
  15402970.649891477,
  15403374.565948727,
  15403407.140878417,
  15403422.600202428,
  15403451.221816499,
  15403543.410817938,
  15403592.1875,
  15403638.963026844,
  15403917.55225387,
  15404053.8236011,
  15404093.03038968,
  15404157.8125,
  15404220.011362454,
  15404264.0625,
  15404499.589603469,
  15404666.91905088,
  15404910.9375,
  15404952.311337344,
  15404991.694173979,
  15405001.431047708,
  15405001.764770774,
  15405082.899741914,
  15405418.75,
  15405528.833350152,
  15405557.154143685,
  15405560.868006742,
  15405566.939435676,
  15405583.960462663,
  15405710.216489654,
  15405714.257588075,
  15405828.807385307,
  15406030.68007441,
  15406123.4375,
  15406478.878949488,
  15406704.505318584,
  15406752.81202999,
  15406769.216561694,
  15406838.820771195,
  15406931.467628546,
  15406955.38252314,
  15407023.344323287,
  15407338.973729137,
  15407348.4375,
  15407601.820711568,
  15407643.51954586,
  15407667.970367528,
  15407739.137071399,
  15408023.84367944,
  15408142.278204752,
  15408434.34616348,
  15408494.482343024,
  15408814.623703048,
  15410172.782955123,
  15410335.365808474,
  15411670.90822824,
  15411785.63103034,
  15412194.998823792,
  15412499.544299353,
  15412633.988658749,
  15412816.982588176,
  15412976.59012054,
  15413001.621622067,
  15413273.718920661,
  15413312.526812052,
  15413353.062440014,
  15413581.776147394,
  15413940.194348203,
  15414161.438642837,
  15414250.125393484,
  15414345.080717808,
  15414366.354269752,
  15414440.383096006,
  15414503.125,
  15414671.844983844,
  15414785.671443535,
  15414788.876070235,
  15415151.5625,
  15415432.238039356,
  15415588.867040344,
  15415927.591082172,
  15415991.635063501,
  15416131.047233688,
  15416682.374527704,
  15416813.854893185,
  15417152.49999435,
  15418330.78512821,
  15418704.6875,
  15418870.324435825,
  15418879.6875,
  15419251.586855633,
  15419989.445983337,
  15421259.375,
  15421507.465316989,
  15421555.69266797,
  15421619.71323377,
  15421646.940281205,
  15421682.065053774,
  15421702.848129006,
  15421896.988626469,
  15422104.031151365,
  15422175.239491224,
  15422262.5,
  15422303.24238271,
  15422348.088299697,
  15422353.506626498,
  15422459.50203621,
  15422689.575047765,
  15422748.929607088,
  15422768.320711758,
  15422858.854863621,
  15422982.369483136,
  15422985.9375,
  15423096.97825763,
  15423173.29571629,
  15423356.25,
  15423357.8125,
  15423395.341765396,
  15423450.0,
  15423638.26355782,
  15423647.447963472,
  15423807.8125,
  15423895.252499793,
  15424357.8125,
  15426065.625,
  15426112.440113854,
  15426523.775665741,
  15426660.9375,
  15426778.319012543,
  15426846.859699989,
  15427365.317442674,
  15428639.710184803,
  15428846.198500559,
  15429296.75294342,
  15429647.947538845,
  15429681.76712987,
  15429697.660593675,
  15430532.07626941,
  15430740.938622806,
  15430777.325115465,
  15431082.619371675,
  15431332.541643558,
  15431360.071621625,
  15431925.0,
  15432193.934976446,
  15432198.72897052,
  15432362.174949376,
  15432522.933649603,
  15432530.14978732,
  15432982.796842901,
  15433412.5,
  15433752.09728743,
  15433775.999830274,
  15433884.388222108,
  15433891.289944135,
  15434224.472443396,
  15434236.441215953,
  15434312.5,
  15435030.494676543,
  15435690.912405502,
  15436079.252940878,
  15436304.99563956,
  15436814.0625,
  15437581.698381014,
  15438970.970697986,
  15439107.8125,
  15439145.3125,
  15439201.5625,
  15439473.172081798,
  15439633.546961734,
  15439739.0625,
  15439759.62697643,
  15439945.43512307,
  15439983.294896023,
  15439984.375,
  15439987.686165424,
  15439990.572420904,
  15440049.266249396,
  15440052.055773955,
  15440120.71899579,
  15440204.214561854,
  15440220.022060843,
  15440251.5625,
  15440295.414310642,
  15440321.619751668,
  15440330.43511098,
  15440356.25,
  15440472.456425117,
  15440485.384764807,
  15440513.923759744,
  15440521.087091858,
  15440527.711849237,
  15440589.0625,
  15440598.4375,
  15440635.665413586,
  15440635.9375,
  15440636.503894981,
  15440654.2487496,
  15440657.025062658,
  15440699.316003874,
  15440727.238759017,
  15440744.278467573,
  15440784.32065658,
  15440819.754781673,
  15440857.37155744,
  15440947.551648911,
  15441023.764045822,
  15441064.967235742,
  15441127.270125087,
  15441162.5,
  15441168.75,
  15441174.229829004,
  15441208.46263019,
  15441257.217334945,
  15441266.684511082,
  15441301.75103854,
  15441337.826511959,
  15441353.519179342,
  15441354.403115377,
  15441371.523952516,
  15441373.462834487,
  15441407.91231905,
  15441414.577101113,
  15441440.100670304,
  15441457.8125,
  15441488.932914052,
  15441520.154424787,
  15441550.350520138,
  15441638.788450196,
  15441644.52024352,
  15441654.328039281,
  15441705.419354444,
  15441734.375,
  15441746.875,
  15441812.087017337,
  15441843.767454972,
  15441851.515500577,
  15441867.42619476,
  15441885.7960164,
  15441931.205578165,
  15442048.4375,
  15442069.722920297,
  15442079.6875,
  15442098.429428361,
  15442193.585096527,
  15442193.897088211,
  15442210.993157841,
  15442270.86720147,
  15442271.875,
  15442290.625,
  15442345.14339107,
  15442348.187112112,
  15442457.159634167,
  15442461.91956479,
  15442466.209701601,
  15442506.321251925,
  15442636.426983206,
  15442646.945975294,
  15442653.954819376,
  15442665.847851008,
  15442701.384587351,
  15442797.043706218,
  15442802.037677038,
  15442810.008114053,
  15442856.319198346,
  15442932.267624622,
  15442963.790545449,
  15443046.564314751,
  15443148.188024309,
  15443253.125,
  15445213.35677061,
  15445759.186880155,
  15446284.375,
  15446499.249562712,
  15447378.125,
  15447490.625,
  15447798.4375,
  15448259.27072422,
  15449387.015663262,
  15449584.375,
  15449612.092617704,
  15449678.837575184,
  15449861.958015911,
  15449941.786245715,
  15449957.8125,
  15450088.365688313,
  15450181.997315563,
  15450243.969008565,
  15450316.555576468,
  15450690.690742861,
  15450779.6875,
  15451348.695453463,
  15451411.45292459,
  15451450.250817543,
  15451576.060380887,
  15451605.098467302,
  15451674.241568921,
  15451708.511659794,
  15451961.942561813,
  15451967.264462627,
  15452002.414403396,
  15452108.365163138,
  15452170.46893257,
  15452935.711643152,
  15453285.15349015,
  15453426.117068602,
  15454656.130043626,
  15454767.1875,
  15454789.072296342,
  15454811.072835118,
  15455850.322901139,
  15456107.572294204,
  15456339.671880472,
  15456346.044588342,
  15456413.831047436,
  15456446.099391922,
  15456525.768174263,
  15456537.58698936,
  15456679.724854376,
  15456991.345995406,
  15457067.1875,
  15457274.0619304,
  15457376.055117203,
  15458268.377568642,
  15458368.75,
  15458421.42115133,
  15459414.03494831,
  15460229.047390318,
  15460373.863764996,
  15460528.125,
  15461110.9375,
  15461881.25,
  15462035.756421912,
  15463554.627647528,
  15464075.220195834,
  15466470.045221413,
  15466642.1875,
  15466706.525405344,
  15466724.448128479,
  15466790.251376286,
  15466875.382820716,
  15467022.768507339,
  15467309.375,
  15468180.978284815,
  15468506.079866853,
  15468584.073304573,
  15472916.463651147,
  15475224.292335628,
  15476168.244885372,
  15478905.810181873,
  15481155.514506247,
  15481278.125,
  15483817.689792365,
  15487421.875,
  15488194.395168625,
  15488552.69834495,
  15490830.586620957,
  15490985.864236552,
  15493495.229152244,
  15495178.125,
  15495641.431063863,
  15497433.325604849,
  15497835.76322877,
  15498397.987344448,
  15498730.70517622,
  15499027.749480903,
  15499122.680059846,
  15500384.895657508,
  15500729.640435781,
  15500935.045405215,
  15501344.33437398,
  15502786.413289681,
  15503001.090104884,
  15503043.480445148,
  15503248.689528825,
  15503302.074104017,
  15503727.5478388,
  15503888.818969816,
  15504083.033918094,
  15504188.788086005,
  15504425.734367348,
  15504787.244376265,
  15505750.75652953,
  15506393.164122926,
  15506399.209047446,
  15506424.992282668,
  15506629.074177913,
  15506761.37817774,
  15508075.287645927,
  15508151.186576819,
  15508375.902563922,
  15508758.7506804,
  15510211.722332465,
  15510638.48378549,
  15511094.64744075,
  15511094.891571695,
  15511118.766329722,
  15511581.25,
  15511711.16221935,
  15512500.0,
  15512520.634340858,
  15514274.61608622,
  15515235.95040614,
  15515608.929556865,
  15516149.471228164,
  15516383.937497357,
  15517074.123139838,
  15517294.936476307,
  15517549.174718942,
  15517561.487722376,
  15517742.281322272,
  15517856.231991252,
  15518143.781395635,
  15518379.425783485,
  15518641.99192749,
  15518675.625754517,
  15519439.747339085,
  15519492.912077438,
  15519499.87542655,
  15519512.271108491,
  15519524.340445355,
  15520132.693738727,
  15520544.354673186,
  15520636.92192555,
  15520818.898633664,
  15520819.396242216,
  15521035.440452922,
  15521415.458470253,
  15522435.295111543,
  15523055.708496846,
  15523210.9375,
  15523255.564018972,
  15523687.5,
  15523707.374786703,
  15523713.887051163,
  ...],
 [6.899130184215696,
  101.55409708675853,
  7.357857557671621,
  13.782134800843169,
  18.22429749741287,
  56.02835730017249,
  71.93348964640546,
  41.33616404773178,
  14.124079582019748,
  52.11436344601993,
  10.411382321955214,
  18.783643205746703,
  38.75748632589892,
  19.809090102483385,
  61.24267754854802,
  28.174571169389296,
  11.110403273624101,
  38.124789819742396,
  12.50536626254446,
  69.22108673009048,
  75.83340713740456,
  22.92418532738492,
  6.069375342779453,
  26.253270637237478,
  64.96429445022716,
  26.060847068302017,
  8.240545644213537,
  13.021776906948283,
  115.88403353605742,
  33.94403191771556,
  30.569253145096923,
  24.960911531639884,
  44.846821748932115,
  86.04388653380073,
  11.600399519007714,
  14.742245436143858,
  5.576901988750875,
  65.68311405052707,
  24.711377256011605,
  23.930313707364945,
  49.3580867908792,
  44.65711055437528,
  76.31298034846782,
  15.965307373097943,
  66.5767462025494,
  102.61352765058635,
  73.94889270203271,
  5.827229493094328,
  6.021300752666956,
  5.933683766475938,
  34.71728851528808,
  21.781769983627658,
  11.424901416471307,
  9.265150849946862,
  8.427894438245296,
  67.41629525891351,
  103.35730917731792,
  5.7892259752281445,
  5.328273954937653,
  7.8536658610629555,
  15.360593649340682,
  52.89828099524669,
  28.268300822701455,
  14.721955505265761,
  34.97872907563662,
  27.917686083922053,
  39.62180904195661,
  47.85807635106147,
  10.810552083780486,
  5.270209785875818,
  6.006954745824789,
  21.6227281349272,
  46.3726817542535,
  22.93793874991332,
  55.55395272083114,
  81.37962218735686,
  62.1010890614793,
  97.84628486575454,
  20.1970955637179,
  25.1914000930885,
  20.10792093140025,
  16.948448383447257,
  26.79407714971031,
  97.12476044381717,
  15.980874853212901,
  12.628078101026945,
  9.567373626628674,
  57.75338380749845,
  11.049213056324984,
  60.823006659496706,
  16.518704905247816,
  45.02705809027803,
  23.891315316054815,
  22.70704177885528,
  53.982785889612536,
  11.633972683365979,
  35.23047397796417,
  15.298071804517932,
  11.137635696904493,
  69.59326801926655,
  12.79744398695705,
  68.61191694000985,
  55.49680701132938,
  51.82871962303816,
  31.53183751718525,
  74.31017360389012,
  14.64629854202934,
  32.718543107617435,
  9.211104455601616,
  132.54697158142378,
  7.709176560396781,
  10.709559684381285,
  15.616960948596349,
  43.26798128974416,
  12.833297119991665,
  54.87471261197524,
  17.416402572511366,
  76.37796417408174,
  12.17396148838713,
  41.442485619759594,
  71.3881259659781,
  189.1394154963551,
  45.18931655892988,
  78.9706599948575,
  10.38600133743345,
  44.87274103441585,
  17.79766392748521,
  15.39080231636622,
  9.725490260900012,
  84.16679612443002,
  31.99068257666115,
  36.692811224235605,
  78.74980020139088,
  79.6999026169677,
  9.532100011768627,
  8.348340609735963,
  5.82951174503618,
  30.456485158562145,
  113.55967624437054,
  21.867771543411767,
  87.88426061996549,
  75.16205849502478,
  74.38775472449156,
  7.5595799983477985,
  54.708665398963774,
  15.715995963902598,
  8.17031373740417,
  6.4433774961699095,
  27.945548981247676,
  11.925306786600336,
  176.9625785475985,
  66.72858165364755,
  45.27940844353732,
  5.730870450996327,
  99.83112773572068,
  34.99976161940172,
  172.96965829694943,
  23.8811752240955,
  19.53534198639588,
  48.21698706014296,
  23.977955608504985,
  30.139066057275798,
  44.87297809082565,
  95.32812393315288,
  14.990589704446116,
  7.729784868000211,
  15.994763471672144,
  65.26358445464786,
  46.47524740565443,
  11.634751568775183,
  46.95274169937961,
  12.834212209010959,
  13.395204714820775,
  27.28703368344611,
  5.707549760714201,
  10.767196282557673,
  41.36424204382978,
  16.952432659634624,
  45.133294453229524,
  52.18964248251455,
  5.667255884978681,
  39.77499821146096,
  31.761012419868212,
  15.842441085952144,
  14.004307443429802,
  104.49378870639113,
  38.851570243197635,
  36.45933140459936,
  26.0390547425495,
  9.432652205968209,
  33.04900047381907,
  21.062943239170988,
  11.504578849808029,
  22.80238662961314,
  143.67953380197167,
  19.402767265429443,
  20.91036094355053,
  7.94045238705447,
  19.514191047119684,
  20.564222335785775,
  28.688656655139944,
  60.12320876193742,
  8.474374631873635,
  94.10126114942574,
  5.106431805878942,
  50.24768765863779,
  23.15308234215118,
  13.229986450486557,
  62.61355138879062,
  90.86872095212195,
  53.06349798328548,
  77.90186666067393,
  5.061329579867341,
  65.49910302856549,
  46.547780285097076,
  32.764931227217126,
  100.76192649234261,
  96.83520193255545,
  35.28905498542173,
  49.07742727683366,
  102.57955338982337,
  85.63063349200979,
  33.327257366946945,
  29.454039145322096,
  57.16001733104733,
  5.932884709764961,
  24.426571601317477,
  50.49219334979548,
  146.33609096315817,
  20.616964378109834,
  35.06414587397256,
  48.07115785076179,
  17.64540062364003,
  51.44597652600191,
  32.093385461964786,
  23.91425462590942,
  10.753641913615107,
  37.85751921810374,
  46.034734159160436,
  76.78274511461962,
  26.31017106916956,
  45.99618469161797,
  11.814587381004932,
  59.73166990852296,
  16.891225191285535,
  46.99941023231931,
  38.272838472532655,
  24.914149967972826,
  45.58047600986517,
  69.51841443901725,
  19.239672330603355,
  34.71224739632187,
  14.848880867891875,
  41.038617255548886,
  107.42276004966354,
  57.63839748390747,
  26.56611631856726,
  9.495486257571585,
  68.98340764500249,
  64.58721035600219,
  18.399713819853606,
  25.875072327315067,
  22.578099492098918,
  16.258948175954963,
  75.25750950555297,
  39.98775539106973,
  12.418853877033897,
  105.11690363403312,
  5.656695530495557,
  68.36425982170564,
  60.22899918071539,
  35.33853318041141,
  41.42516305599624,
  19.09724551192509,
  109.87991261043734,
  9.697444202611612,
  110.11147909117264,
  15.901773129201315,
  56.19803625491171,
  5.3605528270999105,
  20.78559007185062,
  41.918038785067225,
  20.5781930671357,
  84.16459785252269,
  70.34672491450968,
  110.7358762939026,
  16.384215662726696,
  32.91945012210917,
  49.491659499409764,
  26.410834947291168,
  11.67097958956806,
  44.84043504322898,
  47.64091660793223,
  75.15982517613605,
  13.06746028698025,
  46.0420761754752,
  33.66558145424677,
  119.1011169999276,
  14.581796691120626,
  13.781915757587173,
  5.968759591647391,
  72.68352153854167,
  59.8759710828957,
  12.918005378959197,
  48.98441629690589,
  8.966794290528657,
  62.37457659157893,
  19.84857060131059,
  21.222162645622348,
  41.383740343154244,
  5.288844116804048,
  65.38287223745506,
  20.61721413123803,
  25.028750358850434,
  15.94317069769138,
  116.05763209159515,
  5.76821588504128,
  39.757518152119225,
  96.08190948101796,
  9.21585353757332,
  32.685066898852504,
  10.038717973619306,
  79.92138959787174,
  6.443716244825436,
  73.88739793636148,
  29.688537325418764,
  42.35898853974288,
  13.869604606847478,
  47.78001657803665,
  97.09295735537174,
  41.686221525343456,
  34.086711468112846,
  64.86523596513263,
  40.59245612186864,
  40.58602092717549,
  85.42265304399633,
  21.130372202999627,
  69.63955961441711,
  50.59554704763554,
  5.6364318459828855,
  9.01250530311822,
  23.474763197700035,
  7.947093623341485,
  10.590111411375387,
  53.20719924135906,
  12.860361570437215,
  8.099950449220973,
  12.098776485602606,
  53.43513446787402,
  11.521624927781481,
  6.831877624879524,
  10.985391524472746,
  11.741621734918363,
  17.186539876277685,
  19.52109427963511,
  36.34720318011047,
  21.877706108867816,
  8.257946390335569,
  7.646868236124945,
  10.095848978761301,
  37.356346519775514,
  33.03712036208867,
  20.158694420109004,
  19.575285217220394,
  46.503306184776804,
  35.537119040287934,
  80.31450963386398,
  57.93395008098297,
  45.43323103588868,
  49.97533089010043,
  15.05972322370728,
  24.559855444059465,
  44.859746861052756,
  9.062863811513681,
  79.60602040909258,
  34.671754444151716,
  16.534344763234095,
  26.888404488953626,
  58.97769239759411,
  14.184500359566746,
  5.334885185357851,
  43.24470952858507,
  48.25924073385199,
  8.291059162990146,
  20.525216853708013,
  51.92939707198833,
  94.30388039690655,
  15.565880804145577,
  54.44869317573763,
  26.50413445109533,
  25.448887973239284,
  36.077363705804395,
  15.840963995062092,
  18.584871684080063,
  6.844270345734657,
  12.867416030680532,
  24.1924573111816,
  5.668464039143013,
  21.57192279194075,
  48.23674220525598,
  64.14703813002642,
  6.627574233672392,
  23.5550898328832,
  65.67980231332724,
  8.05354347437248,
  39.349379172964404,
  59.81833709008902,
  16.13836059539938,
  33.31673646002538,
  73.09263910719665,
  64.28613117264491,
  61.969806737675164,
  72.74296773211958,
  41.0534621397104,
  7.589462402916265,
  22.373931414824646,
  26.44673348487031,
  62.14460874673161,
  46.93211653816445,
  45.06535444953853,
  35.23885217509841,
  7.642381050646081,
  31.408489328912342,
  16.168319651579314,
  39.456021537964105,
  16.67693390158527,
  17.059508518129512,
  24.341299988942165,
  87.55284885995388,
  47.68888544466224,
  51.240664374178955,
  51.105705587141095,
  29.57382660436679,
  7.476624770751083,
  6.581365616359953,
  7.680480455806296,
  61.45577762539962,
  28.38757147676882,
  8.048715691416694,
  8.471812315425058,
  88.8397399499909,
  13.861786274705981,
  10.99590994188864,
  26.203010419843448,
  62.885365800913036,
  7.21312424407197,
  12.485025800158049,
  60.65986314381883,
  11.880742819729926,
  34.15696480683967,
  5.835039197529837,
  10.845726239696619,
  6.160263478692105,
  67.62428210701593,
  94.80066863035798,
  64.37854476316264,
  14.729808555034,
  11.971299567655135,
  55.619534879095426,
  10.032738115895068,
  8.652170698578146,
  7.49237776055516,
  44.01325969267995,
  17.644113543352738,
  8.997265811929854,
  27.34671715063587,
  48.38507327668386,
  96.91964932470678,
  12.560602400400711,
  45.002932174966155,
  15.397665762433377,
  68.51002191108776,
  29.220205583392474,
  20.002658059659808,
  5.7767541572693,
  38.099332898806054,
  6.266577980869325,
  36.73946324185056,
  8.81021380560915,
  53.76147991294449,
  18.423954456346983,
  17.454578790066886,
  6.0231528720495575,
  27.599609294718476,
  7.352342147981015,
  42.82620922507729,
  124.94950436805861,
  43.195032661826346,
  55.20313538700235,
  45.220010648076034,
  29.097810327587055,
  14.524121074280668,
  112.54099225429103,
  91.4395120822038,
  33.44774923097551,
  13.49133489644068,
  17.632507170936844,
  13.996603391091616,
  16.587715904244725,
  5.339753469977425,
  41.287286609219,
  19.271730821460565,
  28.147687348412305,
  79.92553096105445,
  60.35740100135526,
  5.6623902323478115,
  21.04330716240067,
  6.685617542340841,
  63.04557629153944,
  32.99223435067658,
  98.45371461519017,
  37.75015785486375,
  69.83547299467124,
  17.08555020337247,
  14.182179451453889,
  50.28392301004989,
  26.070133747578367,
  29.521045506411113,
  9.941623062236202,
  38.52281510229539,
  93.17941343795175,
  19.213651655879747,
  73.96724631505447,
  22.607868520703928,
  51.18972382578609,
  12.073959937171443,
  37.88719420600921,
  13.011832532789777,
  6.820193712331763,
  49.22649865531731,
  8.405167137527494,
  11.731458831237013,
  47.89349660067012,
  15.949536736723738,
  55.10497194699186,
  6.258943512548422,
  203.78738044431395,
  30.91355725897835,
  12.129685387104235,
  43.4033774845529,
  27.654201818745307,
  7.532588057320255,
  77.81044149154987,
  61.950525433574995,
  67.21028794850355,
  88.49534779425554,
  23.62305136697003,
  7.501289857898587,
  46.6270869684694,
  74.65338739531506,
  146.4301239556707,
  15.892095067473322,
  55.267410131239664,
  20.976336057347428,
  27.630678346758412,
  27.070933515466315,
  13.915763929252705,
  37.918924403282965,
  98.34668987848242,
  33.16185663388495,
  27.542235370682302,
  5.895923490654566,
  107.71215295890472,
  58.59397167949312,
  9.288812667683212,
  8.995586673833943,
  9.633967218266672,
  56.80276386605511,
  72.91826574951213,
  160.99380213543662,
  103.98855261508342,
  12.880283017923277,
  55.204510082029984,
  26.70150632395103,
  5.075589789290484,
  10.001335369562906,
  10.16273134676882,
  50.33103754167504,
  14.629327456013801,
  51.29762814168891,
  67.34305929896637,
  65.54528217836203,
  87.40507179352889,
  42.85881838571767,
  13.344361733024966,
  9.222672344814129,
  6.80457158585355,
  59.047390460686636,
  64.59252993862681,
  12.450571615028313,
  114.44977584214482,
  89.36256461128329,
  14.07340099176117,
  22.390214440719532,
  55.12715861933958,
  35.866641295792476,
  44.3506091862403,
  13.138531002515823,
  53.02790452001419,
  89.695651042985,
  8.192530440791705,
  71.87625624589893,
  40.936689918751966,
  159.149400834284,
  22.848878949236646,
  161.4107813704049,
  63.15187946352613,
  37.22152355523175,
  82.27463175434181,
  6.300382209694115,
  5.197590134574873,
  64.99602045048806,
  5.711520423222993,
  16.75431327189767,
  113.50758646926424,
  5.93689819570639,
  7.891484644052064,
  23.189539538506857,
  93.92001665377369,
  67.22387943641645,
  36.92461964387615,
  49.14423087814392,
  10.670424000323878,
  13.449031355668936,
  13.648496042554749,
  27.883070836012948,
  15.047841534376625,
  7.13708026151581,
  16.134852507476023,
  84.37029062289923,
  7.10510307398744,
  17.414597166681773,
  5.902759137653846,
  24.866194381748493,
  11.329529496006169,
  14.125999179361674,
  18.708477178273924,
  5.33370029021764,
  67.80400804058814,
  40.81318022506881,
  108.70252273884444,
  10.848294111665746,
  36.54096917689763,
  20.781139307104365,
  13.226491451951953,
  87.58220607886821,
  28.69202742471353,
  10.824901307624602,
  22.13501024191551,
  17.501586060382923,
  29.53491328375777,
  97.33732934655251,
  39.577387721324634,
  14.987199196121143,
  52.72766461816777,
  11.165990827481197,
  16.63682647841558,
  84.2019428558569,
  16.082730029481716,
  64.87223684307705,
  60.35804465951778,
  55.44377133898993,
  7.927268226701707,
  29.612768246079057,
  5.8224357634188175,
  8.831919295762763,
  16.87418479945207,
  30.372885405409697,
  26.98938048538544,
  23.141982212735577,
  9.676375711323843,
  15.448877039070572,
  12.456479217898654,
  13.948678803174282,
  13.523972792319233,
  68.06654065574651,
  54.094532299286165,
  43.80206744148955,
  6.280332969071514,
  9.214327004608228,
  33.8619403329802,
  31.316917321809377,
  7.613856884305617,
  106.93477339902708,
  52.816592744744455,
  17.9123627974098,
  114.79297752933226,
  9.281179723544676,
  53.730422809312245,
  44.02916383940891,
  19.29727748064441,
  23.788896864121895,
  51.97918311708217,
  11.4451350497136,
  44.389619931098856,
  13.885926442402607,
  7.855589620665205,
  21.76918403079564,
  85.20260980412905,
  34.40506208515828,
  35.292803935588594,
  28.53142951861274,
  36.25169614580413,
  28.477303043500683,
  10.07182227234909,
  40.453007644494534,
  72.06340612824013,
  8.69285045598715,
  62.01306471290995,
  9.492867081055396,
  11.61605409773584,
  35.14328848730344,
  8.036969126178706,
  12.24037346533365,
  69.90946705658457,
  53.66492951933816,
  30.134402839881737,
  32.54788394298761,
  38.84714250771107,
  18.271867016227404,
  27.969582075726095,
  30.24215443713464,
  45.653577451050026,
  47.20267239985052,
  8.444643803203626,
  36.69828232363375,
  16.26226219538763,
  92.92686510555205,
  90.19718636122937,
  25.249946063520994,
  53.42451715113572,
  39.61236431170789,
  34.440117375756934,
  35.33531727956428,
  6.3646770704510125,
  28.611065081684274,
  7.6969886291020835,
  89.12795545601004,
  8.55928771554525,
  39.37126994704661,
  28.02062143289784,
  27.525730525067523,
  5.877955605476862,
  9.786494894994481,
  5.106541670886452,
  17.904249644012598,
  13.939125393942243,
  42.68669219171358,
  14.455153527852659,
  24.339724359740217,
  6.611039888325787,
  69.85003328379688,
  8.619996646370346,
  5.7741840869714,
  14.437812807211424,
  145.45369729987772,
  27.52883774956049,
  68.54302335482764,
  42.452042579408285,
  13.996823432675454,
  32.60516403796085,
  17.652128861997173,
  10.504812244251042,
  19.036347657923944,
  19.83502488810662,
  28.64012633656566,
  9.82215438266193,
  27.493621924958536,
  38.61907793744284,
  7.451179460608868,
  30.922348520495696,
  68.40524190349,
  20.051550693369666,
  17.999983658956012,
  91.12416204537527,
  54.252460111960815,
  16.19653474681835,
  18.175049308795476,
  5.504876083661389,
  13.317867540159298,
  15.712364407043614,
  34.18916853417639,
  8.506638385670662,
  9.101984281310674,
  5.788454469664208,
  30.920414075609635,
  18.50498580750453,
  12.040127135890483,
  36.77893740648597,
  41.98375173356323,
  26.20243747898878,
  98.24207020721599,
  41.42697434183414,
  28.21067021233811,
  15.726503931180762,
  23.019808873714155,
  10.037733357250131,
  40.54540803916741,
  28.655939089190035,
  17.45851205396429,
  37.87505487078193,
  28.91210988150689,
  52.91440949693958,
  18.160933367055215,
  34.98863055733443,
  67.63164357233646,
  14.800787736877787,
  55.38700773944366,
  28.36623512981494,
  10.879377059355527,
  25.922387085883287,
  26.88598343164024,
  9.849040592260334,
  56.38505052098894,
  48.69423632964907,
  14.333876416429733,
  14.065940947071345,
  178.08954822083206,
  20.7265653566367,
  89.76140396675223,
  59.95799572031004,
  11.989937226449785,
  5.132021967303055,
  6.015082786477069,
  17.355678730297768,
  14.304144507542837,
  15.626044454586651,
  9.768338306376076,
  20.192688926611105,
  8.323512723549792,
  21.056827693688152,
  34.03686893793838,
  57.03106205850873,
  15.309417468983305,
  30.9386342278503,
  42.985496552358974,
  68.82900718715979,
  49.27407801067698,
  88.46816289977265,
  33.57403714028577,
  59.12830813122503,
  43.80081436231433,
  21.045913195847724,
  83.24896476453125,
  76.55130289279944,
  120.97628703792218,
  18.54113913098103,
  8.019355606130196,
  51.72970654093274,
  71.39693990990143,
  15.822637393186202,
  64.25094641677394,
  25.622737571841306,
  60.44493003946369,
  89.4986598956047,
  171.42526289440224,
  11.55635318279718,
  17.35273659682079,
  9.55288741502409,
  10.424167374917813,
  5.479686591242203,
  12.66992260826657,
  25.179123953218337,
  6.982242457160163,
  6.499223854629821,
  45.27327269842179,
  9.84694213783559,
  39.66170003749667,
  14.145281855411737,
  10.089574328844131,
  89.45621971175689,
  6.252160780485849,
  48.7387898595131,
  11.143053717516716,
  9.448519735059225,
  16.33384030433916,
  24.54580884610417,
  17.915536196231688,
  39.01895777573209,
  14.127069888832912,
  16.049683075080637,
  6.369388249687048,
  5.618874795402703,
  44.90851374850456,
  10.025796097735483,
  42.893381316587295,
  18.010239663020055,
  72.28126677462129,
  22.867617521247286,
  62.7164909615901,
  8.060321244052524,
  14.837524958128524,
  20.200715311298843,
  36.40711994526022,
  32.11425426968095,
  40.149470114201485,
  78.75622735518066,
  7.5390320028482884,
  11.035424764722947,
  5.8304545255685065,
  51.5091401510589,
  65.08401075952561,
  32.55488656126528,
  22.316946471121,
  42.48360436597582,
  37.241300914422915,
  117.97311661180446,
  39.47194829994966,
  13.997997671115847,
  30.88937002105088,
  23.72910907096915,
  42.06924130522903,
  23.221798155421357,
  92.30701812668279,
  5.089897044585569,
  104.64336965847687,
  80.77010224264093,
  8.57134646879375,
  30.38620899835189,
  74.36094071730686,
  13.531511727855792,
  12.899805250823436,
  27.154807498087937,
  26.97823968369845,
  35.980989385208865,
  73.47102909009246,
  5.852946839617473,
  35.36263882054453,
  10.490140421113328,
  57.89237840818103,
  32.371285262866955,
  21.298915764151793,
  8.582538478356442,
  27.928785358581685,
  36.71148880134483,
  12.183063359076378,
  5.640919642562211,
  6.672724054267313,
  14.035934961818771,
  6.29957431628717,
  7.262760280690772,
  65.01981415913114,
  14.087991319778077,
  11.49238160028995,
  16.51078621486891,
  6.919542682211286,
  37.5414554513311,
  12.559517690675039,
  77.26847526707597,
  15.173884220207874,
  20.680061020724565,
  19.962623576815858,
  11.89426200328695,
  59.795049248970415,
  22.827068807380666,
  20.97910770337193,
  58.7561459146279,
  49.907976634482885,
  49.50095689192077,
  12.8956316258795,
  27.918721514708146,
  7.609154562234255,
  88.06884394234794,
  6.296013749574608,
  36.52472843334608,
  5.172925438623425,
  5.786109732000472,
  5.203750851189685,
  22.05516344949248,
  10.390874861354446,
  66.78552772651292,
  9.987273970869682,
  6.049849892538154,
  55.5043760570116,
  17.55565254971848,
  48.3504604753321,
  28.173336320355364,
  30.474200804947188,
  21.351152969419587,
  25.183070210688328,
  40.11917720142168,
  5.221227853526133,
  61.12784699091,
  24.44032787674519,
  7.062555434991981,
  21.73371720973568,
  78.46359988007922,
  12.225649622169234,
  20.748086090845987,
  11.368259839026697,
  17.585933527119874,
  17.30856035336741,
  47.677722078154716,
  5.76793034391134,
  93.25374060704515,
  54.00005847540557,
  19.818883487885888,
  86.53058713117423,
  22.45673304346572,
  74.33195038324345,
  ...])

Energy spectrum

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

([6760678.7683821935,
  6822884.89516201,
  6843174.266462684,
  6851577.78348989,
  6851674.095191399,
  6854757.8125,
  6855445.527569632,
  6856550.0,
  6979121.642626661,
  6998334.375,
  7006236.987680211,
  7029808.552451647,
  7029840.097835235,
  7033208.687812666,
  7069860.660092668,
  7073774.342514071,
  7094267.1764014615,
  7100101.5625,
  7102541.357742698,
  7102817.1875,
  7122295.3125,
  7123904.320340051,
  7140798.25550216,
  7175118.623543949,
  7182904.393465796,
  7183181.111618833,
  7186021.786927113,
  7188820.057321085,
  7191753.29828149,
  7196792.516462614,
  7199259.375,
  7199328.829490707,
  7202450.718437575,
  7217816.061360062,
  7235461.220235079,
  7345040.571719652,
  7351053.996022106,
  7355943.240245291,
  7363710.709158946,
  7364891.468907778,
  7421925.0,
  7429865.163588866,
  7493273.4375,
  7515813.977541602,
  7547240.625,
  7549548.4375,
  7558757.8125,
  7573251.739972962,
  7573302.457186923,
  7577879.621562263,
  7578637.5,
  7578668.1187785,
  7578909.557164214,
  7578910.858093253,
  7581408.0705027245,
  7593950.927036846,
  7613455.631129109,
  7617262.159743548,
  7618688.658736153,
  7651466.268098842,
  7680292.368102436,
  7681410.9375,
  7697053.722976376,
  7719254.6286797235,
  7747868.935400525,
  7759564.031071023,
  7769131.160171437,
  7827937.0868051415,
  7836585.7246543765,
  7859636.809009027,
  7860478.869297235,
  7873230.516761323,
  7875478.125,
  7941415.258588206,
  7949704.714967009,
  7957868.75,
  7978575.0,
  8020681.25,
  8021822.131016928,
  8057446.159558019,
  8059994.8832629565,
  8068768.226648959,
  8089564.704017207,
  8204550.0,
  8239459.6233499395,
  8248300.786200024,
  8253329.953982284,
  8262882.8125,
  8271857.761694936,
  8281617.48628077,
  8281928.146490684,
  8287670.3125,
  8323420.804531959,
  8348882.426150439,
  8356804.389982867,
  8367117.755063469,
  8397895.303251712,
  8406910.165500065,
  8416515.465020636,
  8571746.296000795,
  8576616.482434444,
  8594171.875,
  8595098.354285125,
  8648585.9375,
  8752626.03220459,
  8757519.979558097,
  8773584.29533023,
  8774325.263606822,
  8775024.85421735,
  8791411.885094,
  8821525.283705281,
  8833771.589930514,
  8888284.541601598,
  8933308.772251967,
  9003068.059649881,
  9004873.4375,
  9015911.086370334,
  9016322.125596743,
  9036269.330006864,
  9090946.842087528,
  9095058.173097221,
  9097042.1875,
  9108933.262437932,
  9110525.0,
  9121380.71730199,
  9136295.3125,
  9149494.340352839,
  9155749.234956127,
  9165725.43198637,
  9165890.625,
  9166431.261444904,
  9167592.1875,
  9203620.3125,
  9214981.25,
  9216031.478186369,
  9238993.864997221,
  9239422.082725657,
  9267470.711000897,
  9268514.710087994,
  9271630.472509846,
  9272037.300673256,
  9276476.013598338,
  9282050.0,
  9282056.12765798,
  9282224.719914185,
  9302114.251866309,
  9322801.33597677,
  9337563.777854577,
  9348128.095047783,
  9357020.769149052,
  9358823.4375,
  9365047.798258804,
  9366569.839549743,
  9368917.559821157,
  9369481.25,
  9369982.726946268,
  9378859.375,
  9379685.647643026,
  9395255.528464526,
  9399446.702393431,
  9402352.842581987,
  9416622.545470763,
  9422929.6875,
  9423072.113366995,
  9426415.637817468,
  9451083.149336394,
  9452228.376368726,
  9480646.018366888,
  9494578.125,
  9498620.614354823,
  9517546.488259891,
  9519203.997523842,
  9519205.775058998,
  9531097.10553545,
  9534425.012433423,
  9534906.00642673,
  9536519.48804024,
  9539139.50599471,
  9539827.378936341,
  9540529.610884681,
  9546716.548391033,
  9546950.308461217,
  9562826.5625,
  9578473.655362066,
  9587729.417778071,
  9598910.9375,
  9601882.04915917,
  9608821.875,
  9611898.29775496,
  9613920.429863531,
  9640290.625,
  9647138.51826985,
  9650692.415934486,
  9652027.716169579,
  9673646.954237271,
  9678082.07388129,
  9678391.45437929,
  9680088.34511381,
  9683497.713259079,
  9687794.71405447,
  9689034.967343153,
  9689316.492955431,
  9691226.90151043,
  9702243.75,
  9713022.276029535,
  9717911.635691248,
  9718605.168344812,
  9718630.339228272,
  9720141.39014174,
  9723689.679250222,
  9730266.731093686,
  9748943.21349374,
  9749027.704549322,
  9752174.130794143,
  9756996.629078468,
  9758010.097805258,
  9761379.6875,
  9762203.18101514,
  9783404.6875,
  9785072.405988086,
  9786114.0625,
  9797423.4375,
  9802157.8125,
  9818954.306739656,
  9819965.625,
  9820440.549816297,
  9821923.226506235,
  9837027.961492162,
  9840889.937821656,
  9841224.407445058,
  9848567.1875,
  9850932.8125,
  9853472.440274712,
  9862328.125,
  9864525.0,
  9903005.962693926,
  9904038.809235122,
  9907999.977060813,
  9931562.230902214,
  9931971.348814249,
  9933774.877030242,
  9968168.276389102,
  9986055.08658143,
  9990512.5,
  9994147.307092158,
  9996987.5,
  10010720.795034053,
  10016352.79349103,
  10023045.303378519,
  10029415.164295483,
  10040599.69654011,
  10050026.951349935,
  10054523.810006365,
  10056794.581898965,
  10066408.183212193,
  10076829.518977206,
  10079286.252381913,
  10080912.687881596,
  10086734.375,
  10092319.954780659,
  10093097.559193298,
  10101047.22809617,
  10102749.602296745,
  10107800.307451816,
  10111895.3125,
  10111898.432168499,
  10114388.194079459,
  10114707.8125,
  10114858.558555556,
  10115498.4375,
  10116269.159249298,
  10129162.5,
  10131321.875,
  10136011.720844105,
  10136200.0,
  10142689.465842204,
  10157194.197481364,
  10176128.356018392,
  10177796.875,
  10178156.78382466,
  10178271.301024862,
  10182023.4375,
  10189396.278118541,
  10196733.830605507,
  10199769.508082332,
  10200994.431180732,
  10207534.708184905,
  10217905.495439693,
  10222667.1875,
  10238406.133153902,
  10241884.696824666,
  10244900.0,
  10274616.572947085,
  10289675.0,
  10296565.02778675,
  10297355.335153459,
  10310879.6875,
  10369098.4375,
  10369606.152311685,
  10378968.408417447,
  10380819.081008455,
  10428046.499191733,
  10697274.944418665,
  10706766.53142881,
  10725202.808133446,
  10781241.72234006,
  10940807.8125,
  11057651.760144439,
  11106640.097403996,
  11135837.176524667,
  11163590.55221027,
  11277321.875,
  11294018.826749539,
  11304621.668871308,
  11365153.365118252,
  11536575.0,
  11697807.174222104,
  11721075.0,
  11756285.9375,
  11941845.172608757,
  12213832.8125,
  12519178.857748097,
  14726347.319795143,
  15029960.655105768,
  15104651.5625,
  15147604.310589695,
  15182862.5,
  15194837.187152391,
  15195925.656737797,
  15197332.8125,
  15202079.6875,
  15205031.001774047,
  15210398.31550154,
  15210486.771591652,
  15212226.5625,
  15212537.5,
  15220021.337852865,
  15226249.765311666,
  15226616.662416236,
  15230447.272708274,
  15230613.659634212,
  15237343.428083094,
  15240297.735172763,
  15247630.876496997,
  15247633.449904425,
  15248369.63317613,
  15253065.254585683,
  15253070.856041064,
  15256098.4375,
  15256159.613200229,
  15256973.770585036,
  15257897.044371344,
  15260572.235202517,
  15263075.486105068,
  15263308.65164291,
  15263790.625,
  15264193.287709575,
  15264539.007963208,
  15264957.931542179,
  15267738.284077816,
  15268595.373117622,
  15269688.241375199,
  15270893.104950558,
  15273456.963270713,
  15275665.625,
  15277154.443298195,
  15278016.985175205,
  15280904.157431506,
  15281638.667622313,
  15281985.9375,
  15281997.051792458,
  15283877.885808334,
  15285303.125,
  15287044.976866975,
  15290564.764254985,
  15291164.369666064,
  15294051.925828906,
  15295709.286460882,
  15296149.735917466,
  15296959.161122955,
  15299870.105705725,
  15299912.563446317,
  15300909.375,
  15301492.195965614,
  15302158.772173386,
  15302692.1875,
  15303156.25,
  15303875.154703088,
  15305035.9375,
  15306735.826279908,
  15306918.572248792,
  15308807.8125,
  15309037.717532804,
  15309299.475754574,
  15309964.454014698,
  15310302.44853867,
  15310771.433945265,
  15310780.630999807,
  15311007.320365451,
  15311127.765882347,
  15311346.928092672,
  15311511.778725032,
  15312177.175886655,
  15312183.356132409,
  15312221.40670343,
  15312415.625,
  15313218.296757584,
  15313506.532164061,
  15315396.875,
  15315840.625,
  15317226.034115378,
  15317555.178534841,
  15317719.67354415,
  15317936.924446775,
  15318434.336752102,
  15318588.646487227,
  15319831.77522899,
  15319852.649445763,
  15320150.0,
  15320957.8125,
  15322150.124285456,
  15322528.23194424,
  15322771.875,
  15323281.53849473,
  15323587.5,
  15324137.891279873,
  15324194.639968801,
  15325438.807367852,
  15326251.92876291,
  15326314.0625,
  15326462.5,
  15327319.212061856,
  15327382.8125,
  15327955.885819491,
  15328047.451143228,
  15328236.146131912,
  15328796.875,
  15329684.447437761,
  15331258.896380065,
  15332948.77209214,
  15333893.75,
  15334159.059611868,
  15335085.851511717,
  15336407.1826423,
  15336463.482428718,
  15336586.275124751,
  15337514.786226165,
  15338653.125,
  15339020.746181572,
  15340480.739927553,
  15341923.718113722,
  15342635.749282679,
  15343413.166489031,
  15343496.875,
  15345208.314067237,
  15346506.284334231,
  15347020.255826473,
  15347359.855071768,
  15347973.4375,
  15351041.35231593,
  15351360.007778281,
  15352265.307721907,
  15354203.125,
  15356321.605940744,
  15357427.701501882,
  15358104.023448283,
  15359375.0,
  15361560.92005665,
  15365908.569502804,
  15366082.8125,
  15366173.552242564,
  15367480.358401265,
  15367871.242414933,
  15368091.523875833,
  15369249.483883461,
  15370187.5,
  15370595.307588078,
  15371656.25,
  15371878.999306431,
  15372542.1875,
  15374128.81280367,
  15374836.470523937,
  15374902.476416305,
  15376553.787339488,
  15377186.748603363,
  15377251.5625,
  15377480.017439226,
  15377485.427876482,
  15377737.5,
  15377792.1875,
  15377986.20600636,
  15378681.150511863,
  15379726.53680447,
  15379929.755149996,
  15380641.670321431,
  15381793.30926199,
  15382675.267414564,
  15382754.415344013,
  15382806.623867147,
  15382831.18658799,
  15382853.125,
  15383330.494198253,
  15383719.289379409,
  15383736.396911846,
  15383937.388737045,
  15383961.779535128,
  15384129.141196445,
  15384130.84692178,
  15384412.5,
  15384480.599353097,
  15384934.375,
  15385217.1875,
  15385460.9375,
  15385512.967915645,
  15385966.484107165,
  15386290.625,
  15386592.401660744,
  15387151.5625,
  15388086.5806123,
  15388257.8125,
  15389311.125927474,
  15389651.931149565,
  15389656.25,
  15389811.9866712,
  15390374.997601282,
  15391292.718849124,
  15393297.33379467,
  15393515.006116506,
  15393600.2774633,
  15393690.625,
  15394715.84271885,
  15394884.729726456,
  15395292.1875,
  15395428.366511857,
  15395428.60524575,
  15395460.871882493,
  15395520.3125,
  15395667.1875,
  15395709.933617491,
  15395873.4375,
  15395949.954431614,
  15396099.800346456,
  15396329.6875,
  15396673.4375,
  15396814.210942624,
  15396860.9375,
  15397777.90196531,
  15397785.646549692,
  15397858.616331263,
  15397923.4375,
  15398069.235722698,
  15398123.666381594,
  15398300.0,
  15398456.77759944,
  15398791.289003283,
  15398957.726699395,
  15399496.577067088,
  15399540.626605518,
  15399680.454521665,
  15401158.880795045,
  15401448.385825923,
  15402047.924279083,
  15402240.242662987,
  15402377.507021267,
  15402395.261697026,
  15402421.449220287,
  15402970.649891477,
  15403374.565948727,
  15403407.140878417,
  15403422.600202428,
  15403451.221816499,
  15403543.410817938,
  15403592.1875,
  15403638.963026844,
  15403917.55225387,
  15404053.8236011,
  15404093.03038968,
  15404157.8125,
  15404220.011362454,
  15404264.0625,
  15404499.589603469,
  15404666.91905088,
  15404910.9375,
  15404952.311337344,
  15404991.694173979,
  15405001.431047708,
  15405001.764770774,
  15405082.899741914,
  15405418.75,
  15405528.833350152,
  15405557.154143685,
  15405560.868006742,
  15405566.939435676,
  15405583.960462663,
  15405710.216489654,
  15405714.257588075,
  15405828.807385307,
  15406030.68007441,
  15406123.4375,
  15406478.878949488,
  15406704.505318584,
  15406752.81202999,
  15406769.216561694,
  15406838.820771195,
  15406931.467628546,
  15406955.38252314,
  15407023.344323287,
  15407338.973729137,
  15407348.4375,
  15407601.820711568,
  15407643.51954586,
  15407667.970367528,
  15407739.137071399,
  15408023.84367944,
  15408142.278204752,
  15408434.34616348,
  15408494.482343024,
  15408814.623703048,
  15410172.782955123,
  15410335.365808474,
  15411670.90822824,
  15411785.63103034,
  15412194.998823792,
  15412499.544299353,
  15412633.988658749,
  15412816.982588176,
  15412976.59012054,
  15413001.621622067,
  15413273.718920661,
  15413312.526812052,
  15413353.062440014,
  15413581.776147394,
  15413940.194348203,
  15414161.438642837,
  15414250.125393484,
  15414345.080717808,
  15414366.354269752,
  15414440.383096006,
  15414503.125,
  15414671.844983844,
  15414785.671443535,
  15414788.876070235,
  15415151.5625,
  15415432.238039356,
  15415588.867040344,
  15415927.591082172,
  15415991.635063501,
  15416131.047233688,
  15416682.374527704,
  15416813.854893185,
  15417152.49999435,
  15418330.78512821,
  15418704.6875,
  15418870.324435825,
  15418879.6875,
  15419251.586855633,
  15419989.445983337,
  15421259.375,
  15421507.465316989,
  15421555.69266797,
  15421619.71323377,
  15421646.940281205,
  15421682.065053774,
  15421702.848129006,
  15421896.988626469,
  15422104.031151365,
  15422175.239491224,
  15422262.5,
  15422303.24238271,
  15422348.088299697,
  15422353.506626498,
  15422459.50203621,
  15422689.575047765,
  15422748.929607088,
  15422768.320711758,
  15422858.854863621,
  15422982.369483136,
  15422985.9375,
  15423096.97825763,
  15423173.29571629,
  15423356.25,
  15423357.8125,
  15423395.341765396,
  15423450.0,
  15423638.26355782,
  15423647.447963472,
  15423807.8125,
  15423895.252499793,
  15424357.8125,
  15426065.625,
  15426112.440113854,
  15426523.775665741,
  15426660.9375,
  15426778.319012543,
  15426846.859699989,
  15427365.317442674,
  15428639.710184803,
  15428846.198500559,
  15429296.75294342,
  15429647.947538845,
  15429681.76712987,
  15429697.660593675,
  15430532.07626941,
  15430740.938622806,
  15430777.325115465,
  15431082.619371675,
  15431332.541643558,
  15431360.071621625,
  15431925.0,
  15432193.934976446,
  15432198.72897052,
  15432362.174949376,
  15432522.933649603,
  15432530.14978732,
  15432982.796842901,
  15433412.5,
  15433752.09728743,
  15433775.999830274,
  15433884.388222108,
  15433891.289944135,
  15434224.472443396,
  15434236.441215953,
  15434312.5,
  15435030.494676543,
  15435690.912405502,
  15436079.252940878,
  15436304.99563956,
  15436814.0625,
  15437581.698381014,
  15438970.970697986,
  15439107.8125,
  15439145.3125,
  15439201.5625,
  15439473.172081798,
  15439633.546961734,
  15439739.0625,
  15439759.62697643,
  15439945.43512307,
  15439983.294896023,
  15439984.375,
  15439987.686165424,
  15439990.572420904,
  15440049.266249396,
  15440052.055773955,
  15440120.71899579,
  15440204.214561854,
  15440220.022060843,
  15440251.5625,
  15440295.414310642,
  15440321.619751668,
  15440330.43511098,
  15440356.25,
  15440472.456425117,
  15440485.384764807,
  15440513.923759744,
  15440521.087091858,
  15440527.711849237,
  15440589.0625,
  15440598.4375,
  15440635.665413586,
  15440635.9375,
  15440636.503894981,
  15440654.2487496,
  15440657.025062658,
  15440699.316003874,
  15440727.238759017,
  15440744.278467573,
  15440784.32065658,
  15440819.754781673,
  15440857.37155744,
  15440947.551648911,
  15441023.764045822,
  15441064.967235742,
  15441127.270125087,
  15441162.5,
  15441168.75,
  15441174.229829004,
  15441208.46263019,
  15441257.217334945,
  15441266.684511082,
  15441301.75103854,
  15441337.826511959,
  15441353.519179342,
  15441354.403115377,
  15441371.523952516,
  15441373.462834487,
  15441407.91231905,
  15441414.577101113,
  15441440.100670304,
  15441457.8125,
  15441488.932914052,
  15441520.154424787,
  15441550.350520138,
  15441638.788450196,
  15441644.52024352,
  15441654.328039281,
  15441705.419354444,
  15441734.375,
  15441746.875,
  15441812.087017337,
  15441843.767454972,
  15441851.515500577,
  15441867.42619476,
  15441885.7960164,
  15441931.205578165,
  15442048.4375,
  15442069.722920297,
  15442079.6875,
  15442098.429428361,
  15442193.585096527,
  15442193.897088211,
  15442210.993157841,
  15442270.86720147,
  15442271.875,
  15442290.625,
  15442345.14339107,
  15442348.187112112,
  15442457.159634167,
  15442461.91956479,
  15442466.209701601,
  15442506.321251925,
  15442636.426983206,
  15442646.945975294,
  15442653.954819376,
  15442665.847851008,
  15442701.384587351,
  15442797.043706218,
  15442802.037677038,
  15442810.008114053,
  15442856.319198346,
  15442932.267624622,
  15442963.790545449,
  15443046.564314751,
  15443148.188024309,
  15443253.125,
  15445213.35677061,
  15445759.186880155,
  15446284.375,
  15446499.249562712,
  15447378.125,
  15447490.625,
  15447798.4375,
  15448259.27072422,
  15449387.015663262,
  15449584.375,
  15449612.092617704,
  15449678.837575184,
  15449861.958015911,
  15449941.786245715,
  15449957.8125,
  15450088.365688313,
  15450181.997315563,
  15450243.969008565,
  15450316.555576468,
  15450690.690742861,
  15450779.6875,
  15451348.695453463,
  15451411.45292459,
  15451450.250817543,
  15451576.060380887,
  15451605.098467302,
  15451674.241568921,
  15451708.511659794,
  15451961.942561813,
  15451967.264462627,
  15452002.414403396,
  15452108.365163138,
  15452170.46893257,
  15452935.711643152,
  15453285.15349015,
  15453426.117068602,
  15454656.130043626,
  15454767.1875,
  15454789.072296342,
  15454811.072835118,
  15455850.322901139,
  15456107.572294204,
  15456339.671880472,
  15456346.044588342,
  15456413.831047436,
  15456446.099391922,
  15456525.768174263,
  15456537.58698936,
  15456679.724854376,
  15456991.345995406,
  15457067.1875,
  15457274.0619304,
  15457376.055117203,
  15458268.377568642,
  15458368.75,
  15458421.42115133,
  15459414.03494831,
  15460229.047390318,
  15460373.863764996,
  15460528.125,
  15461110.9375,
  15461881.25,
  15462035.756421912,
  15463554.627647528,
  15464075.220195834,
  15466470.045221413,
  15466642.1875,
  15466706.525405344,
  15466724.448128479,
  15466790.251376286,
  15466875.382820716,
  15467022.768507339,
  15467309.375,
  15468180.978284815,
  15468506.079866853,
  15468584.073304573,
  15472916.463651147,
  15475224.292335628,
  15476168.244885372,
  15478905.810181873,
  15481155.514506247,
  15481278.125,
  15483817.689792365,
  15487421.875,
  15488194.395168625,
  15488552.69834495,
  15490830.586620957,
  15490985.864236552,
  15493495.229152244,
  15495178.125,
  15495641.431063863,
  15497433.325604849,
  15497835.76322877,
  15498397.987344448,
  15498730.70517622,
  15499027.749480903,
  15499122.680059846,
  15500384.895657508,
  15500729.640435781,
  15500935.045405215,
  15501344.33437398,
  15502786.413289681,
  15503001.090104884,
  15503043.480445148,
  15503248.689528825,
  15503302.074104017,
  15503727.5478388,
  15503888.818969816,
  15504083.033918094,
  15504188.788086005,
  15504425.734367348,
  15504787.244376265,
  15505750.75652953,
  15506393.164122926,
  15506399.209047446,
  15506424.992282668,
  15506629.074177913,
  15506761.37817774,
  15508075.287645927,
  15508151.186576819,
  15508375.902563922,
  15508758.7506804,
  15510211.722332465,
  15510638.48378549,
  15511094.64744075,
  15511094.891571695,
  15511118.766329722,
  15511581.25,
  15511711.16221935,
  15512500.0,
  15512520.634340858,
  15514274.61608622,
  15515235.95040614,
  15515608.929556865,
  15516149.471228164,
  15516383.937497357,
  15517074.123139838,
  15517294.936476307,
  15517549.174718942,
  15517561.487722376,
  15517742.281322272,
  15517856.231991252,
  15518143.781395635,
  15518379.425783485,
  15518641.99192749,
  15518675.625754517,
  15519439.747339085,
  15519492.912077438,
  15519499.87542655,
  15519512.271108491,
  15519524.340445355,
  15520132.693738727,
  15520544.354673186,
  15520636.92192555,
  15520818.898633664,
  15520819.396242216,
  15521035.440452922,
  15521415.458470253,
  15522435.295111543,
  15523055.708496846,
  15523210.9375,
  15523255.564018972,
  15523687.5,
  15523707.374786703,
  15523713.887051163,
  ...],
 [6.899130184215696,
  101.55409708675853,
  7.357857557671621,
  13.782134800843169,
  18.22429749741287,
  56.02835730017249,
  71.93348964640546,
  41.33616404773178,
  14.124079582019748,
  52.11436344601993,
  10.411382321955214,
  18.783643205746703,
  38.75748632589892,
  19.809090102483385,
  61.24267754854802,
  28.174571169389296,
  11.110403273624101,
  38.124789819742396,
  12.50536626254446,
  69.22108673009048,
  75.83340713740456,
  22.92418532738492,
  6.069375342779453,
  26.253270637237478,
  64.96429445022716,
  26.060847068302017,
  8.240545644213537,
  13.021776906948283,
  115.88403353605742,
  33.94403191771556,
  30.569253145096923,
  24.960911531639884,
  44.846821748932115,
  86.04388653380073,
  11.600399519007714,
  14.742245436143858,
  5.576901988750875,
  65.68311405052707,
  24.711377256011605,
  23.930313707364945,
  49.3580867908792,
  44.65711055437528,
  76.31298034846782,
  15.965307373097943,
  66.5767462025494,
  102.61352765058635,
  73.94889270203271,
  5.827229493094328,
  6.021300752666956,
  5.933683766475938,
  34.71728851528808,
  21.781769983627658,
  11.424901416471307,
  9.265150849946862,
  8.427894438245296,
  67.41629525891351,
  103.35730917731792,
  5.7892259752281445,
  5.328273954937653,
  7.8536658610629555,
  15.360593649340682,
  52.89828099524669,
  28.268300822701455,
  14.721955505265761,
  34.97872907563662,
  27.917686083922053,
  39.62180904195661,
  47.85807635106147,
  10.810552083780486,
  5.270209785875818,
  6.006954745824789,
  21.6227281349272,
  46.3726817542535,
  22.93793874991332,
  55.55395272083114,
  81.37962218735686,
  62.1010890614793,
  97.84628486575454,
  20.1970955637179,
  25.1914000930885,
  20.10792093140025,
  16.948448383447257,
  26.79407714971031,
  97.12476044381717,
  15.980874853212901,
  12.628078101026945,
  9.567373626628674,
  57.75338380749845,
  11.049213056324984,
  60.823006659496706,
  16.518704905247816,
  45.02705809027803,
  23.891315316054815,
  22.70704177885528,
  53.982785889612536,
  11.633972683365979,
  35.23047397796417,
  15.298071804517932,
  11.137635696904493,
  69.59326801926655,
  12.79744398695705,
  68.61191694000985,
  55.49680701132938,
  51.82871962303816,
  31.53183751718525,
  74.31017360389012,
  14.64629854202934,
  32.718543107617435,
  9.211104455601616,
  132.54697158142378,
  7.709176560396781,
  10.709559684381285,
  15.616960948596349,
  43.26798128974416,
  12.833297119991665,
  54.87471261197524,
  17.416402572511366,
  76.37796417408174,
  12.17396148838713,
  41.442485619759594,
  71.3881259659781,
  189.1394154963551,
  45.18931655892988,
  78.9706599948575,
  10.38600133743345,
  44.87274103441585,
  17.79766392748521,
  15.39080231636622,
  9.725490260900012,
  84.16679612443002,
  31.99068257666115,
  36.692811224235605,
  78.74980020139088,
  79.6999026169677,
  9.532100011768627,
  8.348340609735963,
  5.82951174503618,
  30.456485158562145,
  113.55967624437054,
  21.867771543411767,
  87.88426061996549,
  75.16205849502478,
  74.38775472449156,
  7.5595799983477985,
  54.708665398963774,
  15.715995963902598,
  8.17031373740417,
  6.4433774961699095,
  27.945548981247676,
  11.925306786600336,
  176.9625785475985,
  66.72858165364755,
  45.27940844353732,
  5.730870450996327,
  99.83112773572068,
  34.99976161940172,
  172.96965829694943,
  23.8811752240955,
  19.53534198639588,
  48.21698706014296,
  23.977955608504985,
  30.139066057275798,
  44.87297809082565,
  95.32812393315288,
  14.990589704446116,
  7.729784868000211,
  15.994763471672144,
  65.26358445464786,
  46.47524740565443,
  11.634751568775183,
  46.95274169937961,
  12.834212209010959,
  13.395204714820775,
  27.28703368344611,
  5.707549760714201,
  10.767196282557673,
  41.36424204382978,
  16.952432659634624,
  45.133294453229524,
  52.18964248251455,
  5.667255884978681,
  39.77499821146096,
  31.761012419868212,
  15.842441085952144,
  14.004307443429802,
  104.49378870639113,
  38.851570243197635,
  36.45933140459936,
  26.0390547425495,
  9.432652205968209,
  33.04900047381907,
  21.062943239170988,
  11.504578849808029,
  22.80238662961314,
  143.67953380197167,
  19.402767265429443,
  20.91036094355053,
  7.94045238705447,
  19.514191047119684,
  20.564222335785775,
  28.688656655139944,
  60.12320876193742,
  8.474374631873635,
  94.10126114942574,
  5.106431805878942,
  50.24768765863779,
  23.15308234215118,
  13.229986450486557,
  62.61355138879062,
  90.86872095212195,
  53.06349798328548,
  77.90186666067393,
  5.061329579867341,
  65.49910302856549,
  46.547780285097076,
  32.764931227217126,
  100.76192649234261,
  96.83520193255545,
  35.28905498542173,
  49.07742727683366,
  102.57955338982337,
  85.63063349200979,
  33.327257366946945,
  29.454039145322096,
  57.16001733104733,
  5.932884709764961,
  24.426571601317477,
  50.49219334979548,
  146.33609096315817,
  20.616964378109834,
  35.06414587397256,
  48.07115785076179,
  17.64540062364003,
  51.44597652600191,
  32.093385461964786,
  23.91425462590942,
  10.753641913615107,
  37.85751921810374,
  46.034734159160436,
  76.78274511461962,
  26.31017106916956,
  45.99618469161797,
  11.814587381004932,
  59.73166990852296,
  16.891225191285535,
  46.99941023231931,
  38.272838472532655,
  24.914149967972826,
  45.58047600986517,
  69.51841443901725,
  19.239672330603355,
  34.71224739632187,
  14.848880867891875,
  41.038617255548886,
  107.42276004966354,
  57.63839748390747,
  26.56611631856726,
  9.495486257571585,
  68.98340764500249,
  64.58721035600219,
  18.399713819853606,
  25.875072327315067,
  22.578099492098918,
  16.258948175954963,
  75.25750950555297,
  39.98775539106973,
  12.418853877033897,
  105.11690363403312,
  5.656695530495557,
  68.36425982170564,
  60.22899918071539,
  35.33853318041141,
  41.42516305599624,
  19.09724551192509,
  109.87991261043734,
  9.697444202611612,
  110.11147909117264,
  15.901773129201315,
  56.19803625491171,
  5.3605528270999105,
  20.78559007185062,
  41.918038785067225,
  20.5781930671357,
  84.16459785252269,
  70.34672491450968,
  110.7358762939026,
  16.384215662726696,
  32.91945012210917,
  49.491659499409764,
  26.410834947291168,
  11.67097958956806,
  44.84043504322898,
  47.64091660793223,
  75.15982517613605,
  13.06746028698025,
  46.0420761754752,
  33.66558145424677,
  119.1011169999276,
  14.581796691120626,
  13.781915757587173,
  5.968759591647391,
  72.68352153854167,
  59.8759710828957,
  12.918005378959197,
  48.98441629690589,
  8.966794290528657,
  62.37457659157893,
  19.84857060131059,
  21.222162645622348,
  41.383740343154244,
  5.288844116804048,
  65.38287223745506,
  20.61721413123803,
  25.028750358850434,
  15.94317069769138,
  116.05763209159515,
  5.76821588504128,
  39.757518152119225,
  96.08190948101796,
  9.21585353757332,
  32.685066898852504,
  10.038717973619306,
  79.92138959787174,
  6.443716244825436,
  73.88739793636148,
  29.688537325418764,
  42.35898853974288,
  13.869604606847478,
  47.78001657803665,
  97.09295735537174,
  41.686221525343456,
  34.086711468112846,
  64.86523596513263,
  40.59245612186864,
  40.58602092717549,
  85.42265304399633,
  21.130372202999627,
  69.63955961441711,
  50.59554704763554,
  5.6364318459828855,
  9.01250530311822,
  23.474763197700035,
  7.947093623341485,
  10.590111411375387,
  53.20719924135906,
  12.860361570437215,
  8.099950449220973,
  12.098776485602606,
  53.43513446787402,
  11.521624927781481,
  6.831877624879524,
  10.985391524472746,
  11.741621734918363,
  17.186539876277685,
  19.52109427963511,
  36.34720318011047,
  21.877706108867816,
  8.257946390335569,
  7.646868236124945,
  10.095848978761301,
  37.356346519775514,
  33.03712036208867,
  20.158694420109004,
  19.575285217220394,
  46.503306184776804,
  35.537119040287934,
  80.31450963386398,
  57.93395008098297,
  45.43323103588868,
  49.97533089010043,
  15.05972322370728,
  24.559855444059465,
  44.859746861052756,
  9.062863811513681,
  79.60602040909258,
  34.671754444151716,
  16.534344763234095,
  26.888404488953626,
  58.97769239759411,
  14.184500359566746,
  5.334885185357851,
  43.24470952858507,
  48.25924073385199,
  8.291059162990146,
  20.525216853708013,
  51.92939707198833,
  94.30388039690655,
  15.565880804145577,
  54.44869317573763,
  26.50413445109533,
  25.448887973239284,
  36.077363705804395,
  15.840963995062092,
  18.584871684080063,
  6.844270345734657,
  12.867416030680532,
  24.1924573111816,
  5.668464039143013,
  21.57192279194075,
  48.23674220525598,
  64.14703813002642,
  6.627574233672392,
  23.5550898328832,
  65.67980231332724,
  8.05354347437248,
  39.349379172964404,
  59.81833709008902,
  16.13836059539938,
  33.31673646002538,
  73.09263910719665,
  64.28613117264491,
  61.969806737675164,
  72.74296773211958,
  41.0534621397104,
  7.589462402916265,
  22.373931414824646,
  26.44673348487031,
  62.14460874673161,
  46.93211653816445,
  45.06535444953853,
  35.23885217509841,
  7.642381050646081,
  31.408489328912342,
  16.168319651579314,
  39.456021537964105,
  16.67693390158527,
  17.059508518129512,
  24.341299988942165,
  87.55284885995388,
  47.68888544466224,
  51.240664374178955,
  51.105705587141095,
  29.57382660436679,
  7.476624770751083,
  6.581365616359953,
  7.680480455806296,
  61.45577762539962,
  28.38757147676882,
  8.048715691416694,
  8.471812315425058,
  88.8397399499909,
  13.861786274705981,
  10.99590994188864,
  26.203010419843448,
  62.885365800913036,
  7.21312424407197,
  12.485025800158049,
  60.65986314381883,
  11.880742819729926,
  34.15696480683967,
  5.835039197529837,
  10.845726239696619,
  6.160263478692105,
  67.62428210701593,
  94.80066863035798,
  64.37854476316264,
  14.729808555034,
  11.971299567655135,
  55.619534879095426,
  10.032738115895068,
  8.652170698578146,
  7.49237776055516,
  44.01325969267995,
  17.644113543352738,
  8.997265811929854,
  27.34671715063587,
  48.38507327668386,
  96.91964932470678,
  12.560602400400711,
  45.002932174966155,
  15.397665762433377,
  68.51002191108776,
  29.220205583392474,
  20.002658059659808,
  5.7767541572693,
  38.099332898806054,
  6.266577980869325,
  36.73946324185056,
  8.81021380560915,
  53.76147991294449,
  18.423954456346983,
  17.454578790066886,
  6.0231528720495575,
  27.599609294718476,
  7.352342147981015,
  42.82620922507729,
  124.94950436805861,
  43.195032661826346,
  55.20313538700235,
  45.220010648076034,
  29.097810327587055,
  14.524121074280668,
  112.54099225429103,
  91.4395120822038,
  33.44774923097551,
  13.49133489644068,
  17.632507170936844,
  13.996603391091616,
  16.587715904244725,
  5.339753469977425,
  41.287286609219,
  19.271730821460565,
  28.147687348412305,
  79.92553096105445,
  60.35740100135526,
  5.6623902323478115,
  21.04330716240067,
  6.685617542340841,
  63.04557629153944,
  32.99223435067658,
  98.45371461519017,
  37.75015785486375,
  69.83547299467124,
  17.08555020337247,
  14.182179451453889,
  50.28392301004989,
  26.070133747578367,
  29.521045506411113,
  9.941623062236202,
  38.52281510229539,
  93.17941343795175,
  19.213651655879747,
  73.96724631505447,
  22.607868520703928,
  51.18972382578609,
  12.073959937171443,
  37.88719420600921,
  13.011832532789777,
  6.820193712331763,
  49.22649865531731,
  8.405167137527494,
  11.731458831237013,
  47.89349660067012,
  15.949536736723738,
  55.10497194699186,
  6.258943512548422,
  203.78738044431395,
  30.91355725897835,
  12.129685387104235,
  43.4033774845529,
  27.654201818745307,
  7.532588057320255,
  77.81044149154987,
  61.950525433574995,
  67.21028794850355,
  88.49534779425554,
  23.62305136697003,
  7.501289857898587,
  46.6270869684694,
  74.65338739531506,
  146.4301239556707,
  15.892095067473322,
  55.267410131239664,
  20.976336057347428,
  27.630678346758412,
  27.070933515466315,
  13.915763929252705,
  37.918924403282965,
  98.34668987848242,
  33.16185663388495,
  27.542235370682302,
  5.895923490654566,
  107.71215295890472,
  58.59397167949312,
  9.288812667683212,
  8.995586673833943,
  9.633967218266672,
  56.80276386605511,
  72.91826574951213,
  160.99380213543662,
  103.98855261508342,
  12.880283017923277,
  55.204510082029984,
  26.70150632395103,
  5.075589789290484,
  10.001335369562906,
  10.16273134676882,
  50.33103754167504,
  14.629327456013801,
  51.29762814168891,
  67.34305929896637,
  65.54528217836203,
  87.40507179352889,
  42.85881838571767,
  13.344361733024966,
  9.222672344814129,
  6.80457158585355,
  59.047390460686636,
  64.59252993862681,
  12.450571615028313,
  114.44977584214482,
  89.36256461128329,
  14.07340099176117,
  22.390214440719532,
  55.12715861933958,
  35.866641295792476,
  44.3506091862403,
  13.138531002515823,
  53.02790452001419,
  89.695651042985,
  8.192530440791705,
  71.87625624589893,
  40.936689918751966,
  159.149400834284,
  22.848878949236646,
  161.4107813704049,
  63.15187946352613,
  37.22152355523175,
  82.27463175434181,
  6.300382209694115,
  5.197590134574873,
  64.99602045048806,
  5.711520423222993,
  16.75431327189767,
  113.50758646926424,
  5.93689819570639,
  7.891484644052064,
  23.189539538506857,
  93.92001665377369,
  67.22387943641645,
  36.92461964387615,
  49.14423087814392,
  10.670424000323878,
  13.449031355668936,
  13.648496042554749,
  27.883070836012948,
  15.047841534376625,
  7.13708026151581,
  16.134852507476023,
  84.37029062289923,
  7.10510307398744,
  17.414597166681773,
  5.902759137653846,
  24.866194381748493,
  11.329529496006169,
  14.125999179361674,
  18.708477178273924,
  5.33370029021764,
  67.80400804058814,
  40.81318022506881,
  108.70252273884444,
  10.848294111665746,
  36.54096917689763,
  20.781139307104365,
  13.226491451951953,
  87.58220607886821,
  28.69202742471353,
  10.824901307624602,
  22.13501024191551,
  17.501586060382923,
  29.53491328375777,
  97.33732934655251,
  39.577387721324634,
  14.987199196121143,
  52.72766461816777,
  11.165990827481197,
  16.63682647841558,
  84.2019428558569,
  16.082730029481716,
  64.87223684307705,
  60.35804465951778,
  55.44377133898993,
  7.927268226701707,
  29.612768246079057,
  5.8224357634188175,
  8.831919295762763,
  16.87418479945207,
  30.372885405409697,
  26.98938048538544,
  23.141982212735577,
  9.676375711323843,
  15.448877039070572,
  12.456479217898654,
  13.948678803174282,
  13.523972792319233,
  68.06654065574651,
  54.094532299286165,
  43.80206744148955,
  6.280332969071514,
  9.214327004608228,
  33.8619403329802,
  31.316917321809377,
  7.613856884305617,
  106.93477339902708,
  52.816592744744455,
  17.9123627974098,
  114.79297752933226,
  9.281179723544676,
  53.730422809312245,
  44.02916383940891,
  19.29727748064441,
  23.788896864121895,
  51.97918311708217,
  11.4451350497136,
  44.389619931098856,
  13.885926442402607,
  7.855589620665205,
  21.76918403079564,
  85.20260980412905,
  34.40506208515828,
  35.292803935588594,
  28.53142951861274,
  36.25169614580413,
  28.477303043500683,
  10.07182227234909,
  40.453007644494534,
  72.06340612824013,
  8.69285045598715,
  62.01306471290995,
  9.492867081055396,
  11.61605409773584,
  35.14328848730344,
  8.036969126178706,
  12.24037346533365,
  69.90946705658457,
  53.66492951933816,
  30.134402839881737,
  32.54788394298761,
  38.84714250771107,
  18.271867016227404,
  27.969582075726095,
  30.24215443713464,
  45.653577451050026,
  47.20267239985052,
  8.444643803203626,
  36.69828232363375,
  16.26226219538763,
  92.92686510555205,
  90.19718636122937,
  25.249946063520994,
  53.42451715113572,
  39.61236431170789,
  34.440117375756934,
  35.33531727956428,
  6.3646770704510125,
  28.611065081684274,
  7.6969886291020835,
  89.12795545601004,
  8.55928771554525,
  39.37126994704661,
  28.02062143289784,
  27.525730525067523,
  5.877955605476862,
  9.786494894994481,
  5.106541670886452,
  17.904249644012598,
  13.939125393942243,
  42.68669219171358,
  14.455153527852659,
  24.339724359740217,
  6.611039888325787,
  69.85003328379688,
  8.619996646370346,
  5.7741840869714,
  14.437812807211424,
  145.45369729987772,
  27.52883774956049,
  68.54302335482764,
  42.452042579408285,
  13.996823432675454,
  32.60516403796085,
  17.652128861997173,
  10.504812244251042,
  19.036347657923944,
  19.83502488810662,
  28.64012633656566,
  9.82215438266193,
  27.493621924958536,
  38.61907793744284,
  7.451179460608868,
  30.922348520495696,
  68.40524190349,
  20.051550693369666,
  17.999983658956012,
  91.12416204537527,
  54.252460111960815,
  16.19653474681835,
  18.175049308795476,
  5.504876083661389,
  13.317867540159298,
  15.712364407043614,
  34.18916853417639,
  8.506638385670662,
  9.101984281310674,
  5.788454469664208,
  30.920414075609635,
  18.50498580750453,
  12.040127135890483,
  36.77893740648597,
  41.98375173356323,
  26.20243747898878,
  98.24207020721599,
  41.42697434183414,
  28.21067021233811,
  15.726503931180762,
  23.019808873714155,
  10.037733357250131,
  40.54540803916741,
  28.655939089190035,
  17.45851205396429,
  37.87505487078193,
  28.91210988150689,
  52.91440949693958,
  18.160933367055215,
  34.98863055733443,
  67.63164357233646,
  14.800787736877787,
  55.38700773944366,
  28.36623512981494,
  10.879377059355527,
  25.922387085883287,
  26.88598343164024,
  9.849040592260334,
  56.38505052098894,
  48.69423632964907,
  14.333876416429733,
  14.065940947071345,
  178.08954822083206,
  20.7265653566367,
  89.76140396675223,
  59.95799572031004,
  11.989937226449785,
  5.132021967303055,
  6.015082786477069,
  17.355678730297768,
  14.304144507542837,
  15.626044454586651,
  9.768338306376076,
  20.192688926611105,
  8.323512723549792,
  21.056827693688152,
  34.03686893793838,
  57.03106205850873,
  15.309417468983305,
  30.9386342278503,
  42.985496552358974,
  68.82900718715979,
  49.27407801067698,
  88.46816289977265,
  33.57403714028577,
  59.12830813122503,
  43.80081436231433,
  21.045913195847724,
  83.24896476453125,
  76.55130289279944,
  120.97628703792218,
  18.54113913098103,
  8.019355606130196,
  51.72970654093274,
  71.39693990990143,
  15.822637393186202,
  64.25094641677394,
  25.622737571841306,
  60.44493003946369,
  89.4986598956047,
  171.42526289440224,
  11.55635318279718,
  17.35273659682079,
  9.55288741502409,
  10.424167374917813,
  5.479686591242203,
  12.66992260826657,
  25.179123953218337,
  6.982242457160163,
  6.499223854629821,
  45.27327269842179,
  9.84694213783559,
  39.66170003749667,
  14.145281855411737,
  10.089574328844131,
  89.45621971175689,
  6.252160780485849,
  48.7387898595131,
  11.143053717516716,
  9.448519735059225,
  16.33384030433916,
  24.54580884610417,
  17.915536196231688,
  39.01895777573209,
  14.127069888832912,
  16.049683075080637,
  6.369388249687048,
  5.618874795402703,
  44.90851374850456,
  10.025796097735483,
  42.893381316587295,
  18.010239663020055,
  72.28126677462129,
  22.867617521247286,
  62.7164909615901,
  8.060321244052524,
  14.837524958128524,
  20.200715311298843,
  36.40711994526022,
  32.11425426968095,
  40.149470114201485,
  78.75622735518066,
  7.5390320028482884,
  11.035424764722947,
  5.8304545255685065,
  51.5091401510589,
  65.08401075952561,
  32.55488656126528,
  22.316946471121,
  42.48360436597582,
  37.241300914422915,
  117.97311661180446,
  39.47194829994966,
  13.997997671115847,
  30.88937002105088,
  23.72910907096915,
  42.06924130522903,
  23.221798155421357,
  92.30701812668279,
  5.089897044585569,
  104.64336965847687,
  80.77010224264093,
  8.57134646879375,
  30.38620899835189,
  74.36094071730686,
  13.531511727855792,
  12.899805250823436,
  27.154807498087937,
  26.97823968369845,
  35.980989385208865,
  73.47102909009246,
  5.852946839617473,
  35.36263882054453,
  10.490140421113328,
  57.89237840818103,
  32.371285262866955,
  21.298915764151793,
  8.582538478356442,
  27.928785358581685,
  36.71148880134483,
  12.183063359076378,
  5.640919642562211,
  6.672724054267313,
  14.035934961818771,
  6.29957431628717,
  7.262760280690772,
  65.01981415913114,
  14.087991319778077,
  11.49238160028995,
  16.51078621486891,
  6.919542682211286,
  37.5414554513311,
  12.559517690675039,
  77.26847526707597,
  15.173884220207874,
  20.680061020724565,
  19.962623576815858,
  11.89426200328695,
  59.795049248970415,
  22.827068807380666,
  20.97910770337193,
  58.7561459146279,
  49.907976634482885,
  49.50095689192077,
  12.8956316258795,
  27.918721514708146,
  7.609154562234255,
  88.06884394234794,
  6.296013749574608,
  36.52472843334608,
  5.172925438623425,
  5.786109732000472,
  5.203750851189685,
  22.05516344949248,
  10.390874861354446,
  66.78552772651292,
  9.987273970869682,
  6.049849892538154,
  55.5043760570116,
  17.55565254971848,
  48.3504604753321,
  28.173336320355364,
  30.474200804947188,
  21.351152969419587,
  25.183070210688328,
  40.11917720142168,
  5.221227853526133,
  61.12784699091,
  24.44032787674519,
  7.062555434991981,
  21.73371720973568,
  78.46359988007922,
  12.225649622169234,
  20.748086090845987,
  11.368259839026697,
  17.585933527119874,
  17.30856035336741,
  47.677722078154716,
  5.76793034391134,
  93.25374060704515,
  54.00005847540557,
  19.818883487885888,
  86.53058713117423,
  22.45673304346572,
  74.33195038324345,
  ...])

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);

([6760678.7683821935,
  6822884.89516201,
  6843174.266462684,
  6851577.78348989,
  6851674.095191399,
  6854757.8125,
  6855445.527569632,
  6856550.0,
  6979121.642626661,
  6998334.375,
  7006236.987680211,
  7029808.552451647,
  7029840.097835235,
  7033208.687812666,
  7069860.660092668,
  7073774.342514071,
  7094267.1764014615,
  7100101.5625,
  7102541.357742698,
  7102817.1875,
  7122295.3125,
  7123904.320340051,
  7140798.25550216,
  7175118.623543949,
  7182904.393465796,
  7183181.111618833,
  7186021.786927113,
  7188820.057321085,
  7191753.29828149,
  7196792.516462614,
  7199259.375,
  7199328.829490707,
  7202450.718437575,
  7217816.061360062,
  7235461.220235079,
  7345040.571719652,
  7351053.996022106,
  7355943.240245291,
  7363710.709158946,
  7364891.468907778,
  7421925.0,
  7429865.163588866,
  7493273.4375,
  7515813.977541602,
  7547240.625,
  7549548.4375,
  7558757.8125,
  7573251.739972962,
  7573302.457186923,
  7577879.621562263,
  7578637.5,
  7578668.1187785,
  7578909.557164214,
  7578910.858093253,
  7581408.0705027245,
  7593950.927036846,
  7613455.631129109,
  7617262.159743548,
  7618688.658736153,
  7651466.268098842,
  7680292.368102436,
  7681410.9375,
  7697053.722976376,
  7719254.6286797235,
  7747868.935400525,
  7759564.031071023,
  7769131.160171437,
  7827937.0868051415,
  7836585.7246543765,
  7859636.809009027,
  7860478.869297235,
  7873230.516761323,
  7875478.125,
  7941415.258588206,
  7949704.714967009,
  7957868.75,
  7978575.0,
  8020681.25,
  8021822.131016928,
  8057446.159558019,
  8059994.8832629565,
  8068768.226648959,
  8089564.704017207,
  8204550.0,
  8239459.6233499395,
  8248300.786200024,
  8253329.953982284,
  8262882.8125,
  8271857.761694936,
  8281617.48628077,
  8281928.146490684,
  8287670.3125,
  8323420.804531959,
  8348882.426150439,
  8356804.389982867,
  8367117.755063469,
  8397895.303251712,
  8406910.165500065,
  8416515.465020636,
  8571746.296000795,
  8576616.482434444,
  8594171.875,
  8595098.354285125,
  8648585.9375,
  8752626.03220459,
  8757519.979558097,
  8773584.29533023,
  8774325.263606822,
  8775024.85421735,
  8791411.885094,
  8821525.283705281,
  8833771.589930514,
  8888284.541601598,
  8933308.772251967,
  9003068.059649881,
  9004873.4375,
  9015911.086370334,
  9016322.125596743,
  9036269.330006864,
  9090946.842087528,
  9095058.173097221,
  9097042.1875,
  9108933.262437932,
  9110525.0,
  9121380.71730199,
  9136295.3125,
  9149494.340352839,
  9155749.234956127,
  9165725.43198637,
  9165890.625,
  9166431.261444904,
  9167592.1875,
  9203620.3125,
  9214981.25,
  9216031.478186369,
  9238993.864997221,
  9239422.082725657,
  9267470.711000897,
  9268514.710087994,
  9271630.472509846,
  9272037.300673256,
  9276476.013598338,
  9282050.0,
  9282056.12765798,
  9282224.719914185,
  9302114.251866309,
  9322801.33597677,
  9337563.777854577,
  9348128.095047783,
  9357020.769149052,
  9358823.4375,
  9365047.798258804,
  9366569.839549743,
  9368917.559821157,
  9369481.25,
  9369982.726946268,
  9378859.375,
  9379685.647643026,
  9395255.528464526,
  9399446.702393431,
  9402352.842581987,
  9416622.545470763,
  9422929.6875,
  9423072.113366995,
  9426415.637817468,
  9451083.149336394,
  9452228.376368726,
  9480646.018366888,
  9494578.125,
  9498620.614354823,
  9517546.488259891,
  9519203.997523842,
  9519205.775058998,
  9531097.10553545,
  9534425.012433423,
  9534906.00642673,
  9536519.48804024,
  9539139.50599471,
  9539827.378936341,
  9540529.610884681,
  9546716.548391033,
  9546950.308461217,
  9562826.5625,
  9578473.655362066,
  9587729.417778071,
  9598910.9375,
  9601882.04915917,
  9608821.875,
  9611898.29775496,
  9613920.429863531,
  9640290.625,
  9647138.51826985,
  9650692.415934486,
  9652027.716169579,
  9673646.954237271,
  9678082.07388129,
  9678391.45437929,
  9680088.34511381,
  9683497.713259079,
  9687794.71405447,
  9689034.967343153,
  9689316.492955431,
  9691226.90151043,
  9702243.75,
  9713022.276029535,
  9717911.635691248,
  9718605.168344812,
  9718630.339228272,
  9720141.39014174,
  9723689.679250222,
  9730266.731093686,
  9748943.21349374,
  9749027.704549322,
  9752174.130794143,
  9756996.629078468,
  9758010.097805258,
  9761379.6875,
  9762203.18101514,
  9783404.6875,
  9785072.405988086,
  9786114.0625,
  9797423.4375,
  9802157.8125,
  9818954.306739656,
  9819965.625,
  9820440.549816297,
  9821923.226506235,
  9837027.961492162,
  9840889.937821656,
  9841224.407445058,
  9848567.1875,
  9850932.8125,
  9853472.440274712,
  9862328.125,
  9864525.0,
  9903005.962693926,
  9904038.809235122,
  9907999.977060813,
  9931562.230902214,
  9931971.348814249,
  9933774.877030242,
  9968168.276389102,
  9986055.08658143,
  9990512.5,
  9994147.307092158,
  9996987.5,
  10010720.795034053,
  10016352.79349103,
  10023045.303378519,
  10029415.164295483,
  10040599.69654011,
  10050026.951349935,
  10054523.810006365,
  10056794.581898965,
  10066408.183212193,
  10076829.518977206,
  10079286.252381913,
  10080912.687881596,
  10086734.375,
  10092319.954780659,
  10093097.559193298,
  10101047.22809617,
  10102749.602296745,
  10107800.307451816,
  10111895.3125,
  10111898.432168499,
  10114388.194079459,
  10114707.8125,
  10114858.558555556,
  10115498.4375,
  10116269.159249298,
  10129162.5,
  10131321.875,
  10136011.720844105,
  10136200.0,
  10142689.465842204,
  10157194.197481364,
  10176128.356018392,
  10177796.875,
  10178156.78382466,
  10178271.301024862,
  10182023.4375,
  10189396.278118541,
  10196733.830605507,
  10199769.508082332,
  10200994.431180732,
  10207534.708184905,
  10217905.495439693,
  10222667.1875,
  10238406.133153902,
  10241884.696824666,
  10244900.0,
  10274616.572947085,
  10289675.0,
  10296565.02778675,
  10297355.335153459,
  10310879.6875,
  10369098.4375,
  10369606.152311685,
  10378968.408417447,
  10380819.081008455,
  10428046.499191733,
  10697274.944418665,
  10706766.53142881,
  10725202.808133446,
  10781241.72234006,
  10940807.8125,
  11057651.760144439,
  11106640.097403996,
  11135837.176524667,
  11163590.55221027,
  11277321.875,
  11294018.826749539,
  11304621.668871308,
  11365153.365118252,
  11536575.0,
  11697807.174222104,
  11721075.0,
  11756285.9375,
  11941845.172608757,
  12213832.8125,
  12519178.857748097,
  14726347.319795143,
  15029960.655105768,
  15104651.5625,
  15147604.310589695,
  15182862.5,
  15194837.187152391,
  15195925.656737797,
  15197332.8125,
  15202079.6875,
  15205031.001774047,
  15210398.31550154,
  15210486.771591652,
  15212226.5625,
  15212537.5,
  15220021.337852865,
  15226249.765311666,
  15226616.662416236,
  15230447.272708274,
  15230613.659634212,
  15237343.428083094,
  15240297.735172763,
  15247630.876496997,
  15247633.449904425,
  15248369.63317613,
  15253065.254585683,
  15253070.856041064,
  15256098.4375,
  15256159.613200229,
  15256973.770585036,
  15257897.044371344,
  15260572.235202517,
  15263075.486105068,
  15263308.65164291,
  15263790.625,
  15264193.287709575,
  15264539.007963208,
  15264957.931542179,
  15267738.284077816,
  15268595.373117622,
  15269688.241375199,
  15270893.104950558,
  15273456.963270713,
  15275665.625,
  15277154.443298195,
  15278016.985175205,
  15280904.157431506,
  15281638.667622313,
  15281985.9375,
  15281997.051792458,
  15283877.885808334,
  15285303.125,
  15287044.976866975,
  15290564.764254985,
  15291164.369666064,
  15294051.925828906,
  15295709.286460882,
  15296149.735917466,
  15296959.161122955,
  15299870.105705725,
  15299912.563446317,
  15300909.375,
  15301492.195965614,
  15302158.772173386,
  15302692.1875,
  15303156.25,
  15303875.154703088,
  15305035.9375,
  15306735.826279908,
  15306918.572248792,
  15308807.8125,
  15309037.717532804,
  15309299.475754574,
  15309964.454014698,
  15310302.44853867,
  15310771.433945265,
  15310780.630999807,
  15311007.320365451,
  15311127.765882347,
  15311346.928092672,
  15311511.778725032,
  15312177.175886655,
  15312183.356132409,
  15312221.40670343,
  15312415.625,
  15313218.296757584,
  15313506.532164061,
  15315396.875,
  15315840.625,
  15317226.034115378,
  15317555.178534841,
  15317719.67354415,
  15317936.924446775,
  15318434.336752102,
  15318588.646487227,
  15319831.77522899,
  15319852.649445763,
  15320150.0,
  15320957.8125,
  15322150.124285456,
  15322528.23194424,
  15322771.875,
  15323281.53849473,
  15323587.5,
  15324137.891279873,
  15324194.639968801,
  15325438.807367852,
  15326251.92876291,
  15326314.0625,
  15326462.5,
  15327319.212061856,
  15327382.8125,
  15327955.885819491,
  15328047.451143228,
  15328236.146131912,
  15328796.875,
  15329684.447437761,
  15331258.896380065,
  15332948.77209214,
  15333893.75,
  15334159.059611868,
  15335085.851511717,
  15336407.1826423,
  15336463.482428718,
  15336586.275124751,
  15337514.786226165,
  15338653.125,
  15339020.746181572,
  15340480.739927553,
  15341923.718113722,
  15342635.749282679,
  15343413.166489031,
  15343496.875,
  15345208.314067237,
  15346506.284334231,
  15347020.255826473,
  15347359.855071768,
  15347973.4375,
  15351041.35231593,
  15351360.007778281,
  15352265.307721907,
  15354203.125,
  15356321.605940744,
  15357427.701501882,
  15358104.023448283,
  15359375.0,
  15361560.92005665,
  15365908.569502804,
  15366082.8125,
  15366173.552242564,
  15367480.358401265,
  15367871.242414933,
  15368091.523875833,
  15369249.483883461,
  15370187.5,
  15370595.307588078,
  15371656.25,
  15371878.999306431,
  15372542.1875,
  15374128.81280367,
  15374836.470523937,
  15374902.476416305,
  15376553.787339488,
  15377186.748603363,
  15377251.5625,
  15377480.017439226,
  15377485.427876482,
  15377737.5,
  15377792.1875,
  15377986.20600636,
  15378681.150511863,
  15379726.53680447,
  15379929.755149996,
  15380641.670321431,
  15381793.30926199,
  15382675.267414564,
  15382754.415344013,
  15382806.623867147,
  15382831.18658799,
  15382853.125,
  15383330.494198253,
  15383719.289379409,
  15383736.396911846,
  15383937.388737045,
  15383961.779535128,
  15384129.141196445,
  15384130.84692178,
  15384412.5,
  15384480.599353097,
  15384934.375,
  15385217.1875,
  15385460.9375,
  15385512.967915645,
  15385966.484107165,
  15386290.625,
  15386592.401660744,
  15387151.5625,
  15388086.5806123,
  15388257.8125,
  15389311.125927474,
  15389651.931149565,
  15389656.25,
  15389811.9866712,
  15390374.997601282,
  15391292.718849124,
  15393297.33379467,
  15393515.006116506,
  15393600.2774633,
  15393690.625,
  15394715.84271885,
  15394884.729726456,
  15395292.1875,
  15395428.366511857,
  15395428.60524575,
  15395460.871882493,
  15395520.3125,
  15395667.1875,
  15395709.933617491,
  15395873.4375,
  15395949.954431614,
  15396099.800346456,
  15396329.6875,
  15396673.4375,
  15396814.210942624,
  15396860.9375,
  15397777.90196531,
  15397785.646549692,
  15397858.616331263,
  15397923.4375,
  15398069.235722698,
  15398123.666381594,
  15398300.0,
  15398456.77759944,
  15398791.289003283,
  15398957.726699395,
  15399496.577067088,
  15399540.626605518,
  15399680.454521665,
  15401158.880795045,
  15401448.385825923,
  15402047.924279083,
  15402240.242662987,
  15402377.507021267,
  15402395.261697026,
  15402421.449220287,
  15402970.649891477,
  15403374.565948727,
  15403407.140878417,
  15403422.600202428,
  15403451.221816499,
  15403543.410817938,
  15403592.1875,
  15403638.963026844,
  15403917.55225387,
  15404053.8236011,
  15404093.03038968,
  15404157.8125,
  15404220.011362454,
  15404264.0625,
  15404499.589603469,
  15404666.91905088,
  15404910.9375,
  15404952.311337344,
  15404991.694173979,
  15405001.431047708,
  15405001.764770774,
  15405082.899741914,
  15405418.75,
  15405528.833350152,
  15405557.154143685,
  15405560.868006742,
  15405566.939435676,
  15405583.960462663,
  15405710.216489654,
  15405714.257588075,
  15405828.807385307,
  15406030.68007441,
  15406123.4375,
  15406478.878949488,
  15406704.505318584,
  15406752.81202999,
  15406769.216561694,
  15406838.820771195,
  15406931.467628546,
  15406955.38252314,
  15407023.344323287,
  15407338.973729137,
  15407348.4375,
  15407601.820711568,
  15407643.51954586,
  15407667.970367528,
  15407739.137071399,
  15408023.84367944,
  15408142.278204752,
  15408434.34616348,
  15408494.482343024,
  15408814.623703048,
  15410172.782955123,
  15410335.365808474,
  15411670.90822824,
  15411785.63103034,
  15412194.998823792,
  15412499.544299353,
  15412633.988658749,
  15412816.982588176,
  15412976.59012054,
  15413001.621622067,
  15413273.718920661,
  15413312.526812052,
  15413353.062440014,
  15413581.776147394,
  15413940.194348203,
  15414161.438642837,
  15414250.125393484,
  15414345.080717808,
  15414366.354269752,
  15414440.383096006,
  15414503.125,
  15414671.844983844,
  15414785.671443535,
  15414788.876070235,
  15415151.5625,
  15415432.238039356,
  15415588.867040344,
  15415927.591082172,
  15415991.635063501,
  15416131.047233688,
  15416682.374527704,
  15416813.854893185,
  15417152.49999435,
  15418330.78512821,
  15418704.6875,
  15418870.324435825,
  15418879.6875,
  15419251.586855633,
  15419989.445983337,
  15421259.375,
  15421507.465316989,
  15421555.69266797,
  15421619.71323377,
  15421646.940281205,
  15421682.065053774,
  15421702.848129006,
  15421896.988626469,
  15422104.031151365,
  15422175.239491224,
  15422262.5,
  15422303.24238271,
  15422348.088299697,
  15422353.506626498,
  15422459.50203621,
  15422689.575047765,
  15422748.929607088,
  15422768.320711758,
  15422858.854863621,
  15422982.369483136,
  15422985.9375,
  15423096.97825763,
  15423173.29571629,
  15423356.25,
  15423357.8125,
  15423395.341765396,
  15423450.0,
  15423638.26355782,
  15423647.447963472,
  15423807.8125,
  15423895.252499793,
  15424357.8125,
  15426065.625,
  15426112.440113854,
  15426523.775665741,
  15426660.9375,
  15426778.319012543,
  15426846.859699989,
  15427365.317442674,
  15428639.710184803,
  15428846.198500559,
  15429296.75294342,
  15429647.947538845,
  15429681.76712987,
  15429697.660593675,
  15430532.07626941,
  15430740.938622806,
  15430777.325115465,
  15431082.619371675,
  15431332.541643558,
  15431360.071621625,
  15431925.0,
  15432193.934976446,
  15432198.72897052,
  15432362.174949376,
  15432522.933649603,
  15432530.14978732,
  15432982.796842901,
  15433412.5,
  15433752.09728743,
  15433775.999830274,
  15433884.388222108,
  15433891.289944135,
  15434224.472443396,
  15434236.441215953,
  15434312.5,
  15435030.494676543,
  15435690.912405502,
  15436079.252940878,
  15436304.99563956,
  15436814.0625,
  15437581.698381014,
  15438970.970697986,
  15439107.8125,
  15439145.3125,
  15439201.5625,
  15439473.172081798,
  15439633.546961734,
  15439739.0625,
  15439759.62697643,
  15439945.43512307,
  15439983.294896023,
  15439984.375,
  15439987.686165424,
  15439990.572420904,
  15440049.266249396,
  15440052.055773955,
  15440120.71899579,
  15440204.214561854,
  15440220.022060843,
  15440251.5625,
  15440295.414310642,
  15440321.619751668,
  15440330.43511098,
  15440356.25,
  15440472.456425117,
  15440485.384764807,
  15440513.923759744,
  15440521.087091858,
  15440527.711849237,
  15440589.0625,
  15440598.4375,
  15440635.665413586,
  15440635.9375,
  15440636.503894981,
  15440654.2487496,
  15440657.025062658,
  15440699.316003874,
  15440727.238759017,
  15440744.278467573,
  15440784.32065658,
  15440819.754781673,
  15440857.37155744,
  15440947.551648911,
  15441023.764045822,
  15441064.967235742,
  15441127.270125087,
  15441162.5,
  15441168.75,
  15441174.229829004,
  15441208.46263019,
  15441257.217334945,
  15441266.684511082,
  15441301.75103854,
  15441337.826511959,
  15441353.519179342,
  15441354.403115377,
  15441371.523952516,
  15441373.462834487,
  15441407.91231905,
  15441414.577101113,
  15441440.100670304,
  15441457.8125,
  15441488.932914052,
  15441520.154424787,
  15441550.350520138,
  15441638.788450196,
  15441644.52024352,
  15441654.328039281,
  15441705.419354444,
  15441734.375,
  15441746.875,
  15441812.087017337,
  15441843.767454972,
  15441851.515500577,
  15441867.42619476,
  15441885.7960164,
  15441931.205578165,
  15442048.4375,
  15442069.722920297,
  15442079.6875,
  15442098.429428361,
  15442193.585096527,
  15442193.897088211,
  15442210.993157841,
  15442270.86720147,
  15442271.875,
  15442290.625,
  15442345.14339107,
  15442348.187112112,
  15442457.159634167,
  15442461.91956479,
  15442466.209701601,
  15442506.321251925,
  15442636.426983206,
  15442646.945975294,
  15442653.954819376,
  15442665.847851008,
  15442701.384587351,
  15442797.043706218,
  15442802.037677038,
  15442810.008114053,
  15442856.319198346,
  15442932.267624622,
  15442963.790545449,
  15443046.564314751,
  15443148.188024309,
  15443253.125,
  15445213.35677061,
  15445759.186880155,
  15446284.375,
  15446499.249562712,
  15447378.125,
  15447490.625,
  15447798.4375,
  15448259.27072422,
  15449387.015663262,
  15449584.375,
  15449612.092617704,
  15449678.837575184,
  15449861.958015911,
  15449941.786245715,
  15449957.8125,
  15450088.365688313,
  15450181.997315563,
  15450243.969008565,
  15450316.555576468,
  15450690.690742861,
  15450779.6875,
  15451348.695453463,
  15451411.45292459,
  15451450.250817543,
  15451576.060380887,
  15451605.098467302,
  15451674.241568921,
  15451708.511659794,
  15451961.942561813,
  15451967.264462627,
  15452002.414403396,
  15452108.365163138,
  15452170.46893257,
  15452935.711643152,
  15453285.15349015,
  15453426.117068602,
  15454656.130043626,
  15454767.1875,
  15454789.072296342,
  15454811.072835118,
  15455850.322901139,
  15456107.572294204,
  15456339.671880472,
  15456346.044588342,
  15456413.831047436,
  15456446.099391922,
  15456525.768174263,
  15456537.58698936,
  15456679.724854376,
  15456991.345995406,
  15457067.1875,
  15457274.0619304,
  15457376.055117203,
  15458268.377568642,
  15458368.75,
  15458421.42115133,
  15459414.03494831,
  15460229.047390318,
  15460373.863764996,
  15460528.125,
  15461110.9375,
  15461881.25,
  15462035.756421912,
  15463554.627647528,
  15464075.220195834,
  15466470.045221413,
  15466642.1875,
  15466706.525405344,
  15466724.448128479,
  15466790.251376286,
  15466875.382820716,
  15467022.768507339,
  15467309.375,
  15468180.978284815,
  15468506.079866853,
  15468584.073304573,
  15472916.463651147,
  15475224.292335628,
  15476168.244885372,
  15478905.810181873,
  15481155.514506247,
  15481278.125,
  15483817.689792365,
  15487421.875,
  15488194.395168625,
  15488552.69834495,
  15490830.586620957,
  15490985.864236552,
  15493495.229152244,
  15495178.125,
  15495641.431063863,
  15497433.325604849,
  15497835.76322877,
  15498397.987344448,
  15498730.70517622,
  15499027.749480903,
  15499122.680059846,
  15500384.895657508,
  15500729.640435781,
  15500935.045405215,
  15501344.33437398,
  15502786.413289681,
  15503001.090104884,
  15503043.480445148,
  15503248.689528825,
  15503302.074104017,
  15503727.5478388,
  15503888.818969816,
  15504083.033918094,
  15504188.788086005,
  15504425.734367348,
  15504787.244376265,
  15505750.75652953,
  15506393.164122926,
  15506399.209047446,
  15506424.992282668,
  15506629.074177913,
  15506761.37817774,
  15508075.287645927,
  15508151.186576819,
  15508375.902563922,
  15508758.7506804,
  15510211.722332465,
  15510638.48378549,
  15511094.64744075,
  15511094.891571695,
  15511118.766329722,
  15511581.25,
  15511711.16221935,
  15512500.0,
  15512520.634340858,
  15514274.61608622,
  15515235.95040614,
  15515608.929556865,
  15516149.471228164,
  15516383.937497357,
  15517074.123139838,
  15517294.936476307,
  15517549.174718942,
  15517561.487722376,
  15517742.281322272,
  15517856.231991252,
  15518143.781395635,
  15518379.425783485,
  15518641.99192749,
  15518675.625754517,
  15519439.747339085,
  15519492.912077438,
  15519499.87542655,
  15519512.271108491,
  15519524.340445355,
  15520132.693738727,
  15520544.354673186,
  15520636.92192555,
  15520818.898633664,
  15520819.396242216,
  15521035.440452922,
  15521415.458470253,
  15522435.295111543,
  15523055.708496846,
  15523210.9375,
  15523255.564018972,
  15523687.5,
  15523707.374786703,
  15523713.887051163,
  ...],
 [6.899130184215696,
  101.55409708675853,
  7.357857557671621,
  13.782134800843169,
  18.22429749741287,
  56.02835730017249,
  71.93348964640546,
  41.33616404773178,
  14.124079582019748,
  52.11436344601993,
  10.411382321955214,
  18.783643205746703,
  38.75748632589892,
  19.809090102483385,
  61.24267754854802,
  28.174571169389296,
  11.110403273624101,
  38.124789819742396,
  12.50536626254446,
  69.22108673009048,
  75.83340713740456,
  22.92418532738492,
  6.069375342779453,
  26.253270637237478,
  64.96429445022716,
  26.060847068302017,
  8.240545644213537,
  13.021776906948283,
  115.88403353605742,
  33.94403191771556,
  30.569253145096923,
  24.960911531639884,
  44.846821748932115,
  86.04388653380073,
  11.600399519007714,
  14.742245436143858,
  5.576901988750875,
  65.68311405052707,
  24.711377256011605,
  23.930313707364945,
  49.3580867908792,
  44.65711055437528,
  76.31298034846782,
  15.965307373097943,
  66.5767462025494,
  102.61352765058635,
  73.94889270203271,
  5.827229493094328,
  6.021300752666956,
  5.933683766475938,
  34.71728851528808,
  21.781769983627658,
  11.424901416471307,
  9.265150849946862,
  8.427894438245296,
  67.41629525891351,
  103.35730917731792,
  5.7892259752281445,
  5.328273954937653,
  7.8536658610629555,
  15.360593649340682,
  52.89828099524669,
  28.268300822701455,
  14.721955505265761,
  34.97872907563662,
  27.917686083922053,
  39.62180904195661,
  47.85807635106147,
  10.810552083780486,
  5.270209785875818,
  6.006954745824789,
  21.6227281349272,
  46.3726817542535,
  22.93793874991332,
  55.55395272083114,
  81.37962218735686,
  62.1010890614793,
  97.84628486575454,
  20.1970955637179,
  25.1914000930885,
  20.10792093140025,
  16.948448383447257,
  26.79407714971031,
  97.12476044381717,
  15.980874853212901,
  12.628078101026945,
  9.567373626628674,
  57.75338380749845,
  11.049213056324984,
  60.823006659496706,
  16.518704905247816,
  45.02705809027803,
  23.891315316054815,
  22.70704177885528,
  53.982785889612536,
  11.633972683365979,
  35.23047397796417,
  15.298071804517932,
  11.137635696904493,
  69.59326801926655,
  12.79744398695705,
  68.61191694000985,
  55.49680701132938,
  51.82871962303816,
  31.53183751718525,
  74.31017360389012,
  14.64629854202934,
  32.718543107617435,
  9.211104455601616,
  132.54697158142378,
  7.709176560396781,
  10.709559684381285,
  15.616960948596349,
  43.26798128974416,
  12.833297119991665,
  54.87471261197524,
  17.416402572511366,
  76.37796417408174,
  12.17396148838713,
  41.442485619759594,
  71.3881259659781,
  189.1394154963551,
  45.18931655892988,
  78.9706599948575,
  10.38600133743345,
  44.87274103441585,
  17.79766392748521,
  15.39080231636622,
  9.725490260900012,
  84.16679612443002,
  31.99068257666115,
  36.692811224235605,
  78.74980020139088,
  79.6999026169677,
  9.532100011768627,
  8.348340609735963,
  5.82951174503618,
  30.456485158562145,
  113.55967624437054,
  21.867771543411767,
  87.88426061996549,
  75.16205849502478,
  74.38775472449156,
  7.5595799983477985,
  54.708665398963774,
  15.715995963902598,
  8.17031373740417,
  6.4433774961699095,
  27.945548981247676,
  11.925306786600336,
  176.9625785475985,
  66.72858165364755,
  45.27940844353732,
  5.730870450996327,
  99.83112773572068,
  34.99976161940172,
  172.96965829694943,
  23.8811752240955,
  19.53534198639588,
  48.21698706014296,
  23.977955608504985,
  30.139066057275798,
  44.87297809082565,
  95.32812393315288,
  14.990589704446116,
  7.729784868000211,
  15.994763471672144,
  65.26358445464786,
  46.47524740565443,
  11.634751568775183,
  46.95274169937961,
  12.834212209010959,
  13.395204714820775,
  27.28703368344611,
  5.707549760714201,
  10.767196282557673,
  41.36424204382978,
  16.952432659634624,
  45.133294453229524,
  52.18964248251455,
  5.667255884978681,
  39.77499821146096,
  31.761012419868212,
  15.842441085952144,
  14.004307443429802,
  104.49378870639113,
  38.851570243197635,
  36.45933140459936,
  26.0390547425495,
  9.432652205968209,
  33.04900047381907,
  21.062943239170988,
  11.504578849808029,
  22.80238662961314,
  143.67953380197167,
  19.402767265429443,
  20.91036094355053,
  7.94045238705447,
  19.514191047119684,
  20.564222335785775,
  28.688656655139944,
  60.12320876193742,
  8.474374631873635,
  94.10126114942574,
  5.106431805878942,
  50.24768765863779,
  23.15308234215118,
  13.229986450486557,
  62.61355138879062,
  90.86872095212195,
  53.06349798328548,
  77.90186666067393,
  5.061329579867341,
  65.49910302856549,
  46.547780285097076,
  32.764931227217126,
  100.76192649234261,
  96.83520193255545,
  35.28905498542173,
  49.07742727683366,
  102.57955338982337,
  85.63063349200979,
  33.327257366946945,
  29.454039145322096,
  57.16001733104733,
  5.932884709764961,
  24.426571601317477,
  50.49219334979548,
  146.33609096315817,
  20.616964378109834,
  35.06414587397256,
  48.07115785076179,
  17.64540062364003,
  51.44597652600191,
  32.093385461964786,
  23.91425462590942,
  10.753641913615107,
  37.85751921810374,
  46.034734159160436,
  76.78274511461962,
  26.31017106916956,
  45.99618469161797,
  11.814587381004932,
  59.73166990852296,
  16.891225191285535,
  46.99941023231931,
  38.272838472532655,
  24.914149967972826,
  45.58047600986517,
  69.51841443901725,
  19.239672330603355,
  34.71224739632187,
  14.848880867891875,
  41.038617255548886,
  107.42276004966354,
  57.63839748390747,
  26.56611631856726,
  9.495486257571585,
  68.98340764500249,
  64.58721035600219,
  18.399713819853606,
  25.875072327315067,
  22.578099492098918,
  16.258948175954963,
  75.25750950555297,
  39.98775539106973,
  12.418853877033897,
  105.11690363403312,
  5.656695530495557,
  68.36425982170564,
  60.22899918071539,
  35.33853318041141,
  41.42516305599624,
  19.09724551192509,
  109.87991261043734,
  9.697444202611612,
  110.11147909117264,
  15.901773129201315,
  56.19803625491171,
  5.3605528270999105,
  20.78559007185062,
  41.918038785067225,
  20.5781930671357,
  84.16459785252269,
  70.34672491450968,
  110.7358762939026,
  16.384215662726696,
  32.91945012210917,
  49.491659499409764,
  26.410834947291168,
  11.67097958956806,
  44.84043504322898,
  47.64091660793223,
  75.15982517613605,
  13.06746028698025,
  46.0420761754752,
  33.66558145424677,
  119.1011169999276,
  14.581796691120626,
  13.781915757587173,
  5.968759591647391,
  72.68352153854167,
  59.8759710828957,
  12.918005378959197,
  48.98441629690589,
  8.966794290528657,
  62.37457659157893,
  19.84857060131059,
  21.222162645622348,
  41.383740343154244,
  5.288844116804048,
  65.38287223745506,
  20.61721413123803,
  25.028750358850434,
  15.94317069769138,
  116.05763209159515,
  5.76821588504128,
  39.757518152119225,
  96.08190948101796,
  9.21585353757332,
  32.685066898852504,
  10.038717973619306,
  79.92138959787174,
  6.443716244825436,
  73.88739793636148,
  29.688537325418764,
  42.35898853974288,
  13.869604606847478,
  47.78001657803665,
  97.09295735537174,
  41.686221525343456,
  34.086711468112846,
  64.86523596513263,
  40.59245612186864,
  40.58602092717549,
  85.42265304399633,
  21.130372202999627,
  69.63955961441711,
  50.59554704763554,
  5.6364318459828855,
  9.01250530311822,
  23.474763197700035,
  7.947093623341485,
  10.590111411375387,
  53.20719924135906,
  12.860361570437215,
  8.099950449220973,
  12.098776485602606,
  53.43513446787402,
  11.521624927781481,
  6.831877624879524,
  10.985391524472746,
  11.741621734918363,
  17.186539876277685,
  19.52109427963511,
  36.34720318011047,
  21.877706108867816,
  8.257946390335569,
  7.646868236124945,
  10.095848978761301,
  37.356346519775514,
  33.03712036208867,
  20.158694420109004,
  19.575285217220394,
  46.503306184776804,
  35.537119040287934,
  80.31450963386398,
  57.93395008098297,
  45.43323103588868,
  49.97533089010043,
  15.05972322370728,
  24.559855444059465,
  44.859746861052756,
  9.062863811513681,
  79.60602040909258,
  34.671754444151716,
  16.534344763234095,
  26.888404488953626,
  58.97769239759411,
  14.184500359566746,
  5.334885185357851,
  43.24470952858507,
  48.25924073385199,
  8.291059162990146,
  20.525216853708013,
  51.92939707198833,
  94.30388039690655,
  15.565880804145577,
  54.44869317573763,
  26.50413445109533,
  25.448887973239284,
  36.077363705804395,
  15.840963995062092,
  18.584871684080063,
  6.844270345734657,
  12.867416030680532,
  24.1924573111816,
  5.668464039143013,
  21.57192279194075,
  48.23674220525598,
  64.14703813002642,
  6.627574233672392,
  23.5550898328832,
  65.67980231332724,
  8.05354347437248,
  39.349379172964404,
  59.81833709008902,
  16.13836059539938,
  33.31673646002538,
  73.09263910719665,
  64.28613117264491,
  61.969806737675164,
  72.74296773211958,
  41.0534621397104,
  7.589462402916265,
  22.373931414824646,
  26.44673348487031,
  62.14460874673161,
  46.93211653816445,
  45.06535444953853,
  35.23885217509841,
  7.642381050646081,
  31.408489328912342,
  16.168319651579314,
  39.456021537964105,
  16.67693390158527,
  17.059508518129512,
  24.341299988942165,
  87.55284885995388,
  47.68888544466224,
  51.240664374178955,
  51.105705587141095,
  29.57382660436679,
  7.476624770751083,
  6.581365616359953,
  7.680480455806296,
  61.45577762539962,
  28.38757147676882,
  8.048715691416694,
  8.471812315425058,
  88.8397399499909,
  13.861786274705981,
  10.99590994188864,
  26.203010419843448,
  62.885365800913036,
  7.21312424407197,
  12.485025800158049,
  60.65986314381883,
  11.880742819729926,
  34.15696480683967,
  5.835039197529837,
  10.845726239696619,
  6.160263478692105,
  67.62428210701593,
  94.80066863035798,
  64.37854476316264,
  14.729808555034,
  11.971299567655135,
  55.619534879095426,
  10.032738115895068,
  8.652170698578146,
  7.49237776055516,
  44.01325969267995,
  17.644113543352738,
  8.997265811929854,
  27.34671715063587,
  48.38507327668386,
  96.91964932470678,
  12.560602400400711,
  45.002932174966155,
  15.397665762433377,
  68.51002191108776,
  29.220205583392474,
  20.002658059659808,
  5.7767541572693,
  38.099332898806054,
  6.266577980869325,
  36.73946324185056,
  8.81021380560915,
  53.76147991294449,
  18.423954456346983,
  17.454578790066886,
  6.0231528720495575,
  27.599609294718476,
  7.352342147981015,
  42.82620922507729,
  124.94950436805861,
  43.195032661826346,
  55.20313538700235,
  45.220010648076034,
  29.097810327587055,
  14.524121074280668,
  112.54099225429103,
  91.4395120822038,
  33.44774923097551,
  13.49133489644068,
  17.632507170936844,
  13.996603391091616,
  16.587715904244725,
  5.339753469977425,
  41.287286609219,
  19.271730821460565,
  28.147687348412305,
  79.92553096105445,
  60.35740100135526,
  5.6623902323478115,
  21.04330716240067,
  6.685617542340841,
  63.04557629153944,
  32.99223435067658,
  98.45371461519017,
  37.75015785486375,
  69.83547299467124,
  17.08555020337247,
  14.182179451453889,
  50.28392301004989,
  26.070133747578367,
  29.521045506411113,
  9.941623062236202,
  38.52281510229539,
  93.17941343795175,
  19.213651655879747,
  73.96724631505447,
  22.607868520703928,
  51.18972382578609,
  12.073959937171443,
  37.88719420600921,
  13.011832532789777,
  6.820193712331763,
  49.22649865531731,
  8.405167137527494,
  11.731458831237013,
  47.89349660067012,
  15.949536736723738,
  55.10497194699186,
  6.258943512548422,
  203.78738044431395,
  30.91355725897835,
  12.129685387104235,
  43.4033774845529,
  27.654201818745307,
  7.532588057320255,
  77.81044149154987,
  61.950525433574995,
  67.21028794850355,
  88.49534779425554,
  23.62305136697003,
  7.501289857898587,
  46.6270869684694,
  74.65338739531506,
  146.4301239556707,
  15.892095067473322,
  55.267410131239664,
  20.976336057347428,
  27.630678346758412,
  27.070933515466315,
  13.915763929252705,
  37.918924403282965,
  98.34668987848242,
  33.16185663388495,
  27.542235370682302,
  5.895923490654566,
  107.71215295890472,
  58.59397167949312,
  9.288812667683212,
  8.995586673833943,
  9.633967218266672,
  56.80276386605511,
  72.91826574951213,
  160.99380213543662,
  103.98855261508342,
  12.880283017923277,
  55.204510082029984,
  26.70150632395103,
  5.075589789290484,
  10.001335369562906,
  10.16273134676882,
  50.33103754167504,
  14.629327456013801,
  51.29762814168891,
  67.34305929896637,
  65.54528217836203,
  87.40507179352889,
  42.85881838571767,
  13.344361733024966,
  9.222672344814129,
  6.80457158585355,
  59.047390460686636,
  64.59252993862681,
  12.450571615028313,
  114.44977584214482,
  89.36256461128329,
  14.07340099176117,
  22.390214440719532,
  55.12715861933958,
  35.866641295792476,
  44.3506091862403,
  13.138531002515823,
  53.02790452001419,
  89.695651042985,
  8.192530440791705,
  71.87625624589893,
  40.936689918751966,
  159.149400834284,
  22.848878949236646,
  161.4107813704049,
  63.15187946352613,
  37.22152355523175,
  82.27463175434181,
  6.300382209694115,
  5.197590134574873,
  64.99602045048806,
  5.711520423222993,
  16.75431327189767,
  113.50758646926424,
  5.93689819570639,
  7.891484644052064,
  23.189539538506857,
  93.92001665377369,
  67.22387943641645,
  36.92461964387615,
  49.14423087814392,
  10.670424000323878,
  13.449031355668936,
  13.648496042554749,
  27.883070836012948,
  15.047841534376625,
  7.13708026151581,
  16.134852507476023,
  84.37029062289923,
  7.10510307398744,
  17.414597166681773,
  5.902759137653846,
  24.866194381748493,
  11.329529496006169,
  14.125999179361674,
  18.708477178273924,
  5.33370029021764,
  67.80400804058814,
  40.81318022506881,
  108.70252273884444,
  10.848294111665746,
  36.54096917689763,
  20.781139307104365,
  13.226491451951953,
  87.58220607886821,
  28.69202742471353,
  10.824901307624602,
  22.13501024191551,
  17.501586060382923,
  29.53491328375777,
  97.33732934655251,
  39.577387721324634,
  14.987199196121143,
  52.72766461816777,
  11.165990827481197,
  16.63682647841558,
  84.2019428558569,
  16.082730029481716,
  64.87223684307705,
  60.35804465951778,
  55.44377133898993,
  7.927268226701707,
  29.612768246079057,
  5.8224357634188175,
  8.831919295762763,
  16.87418479945207,
  30.372885405409697,
  26.98938048538544,
  23.141982212735577,
  9.676375711323843,
  15.448877039070572,
  12.456479217898654,
  13.948678803174282,
  13.523972792319233,
  68.06654065574651,
  54.094532299286165,
  43.80206744148955,
  6.280332969071514,
  9.214327004608228,
  33.8619403329802,
  31.316917321809377,
  7.613856884305617,
  106.93477339902708,
  52.816592744744455,
  17.9123627974098,
  114.79297752933226,
  9.281179723544676,
  53.730422809312245,
  44.02916383940891,
  19.29727748064441,
  23.788896864121895,
  51.97918311708217,
  11.4451350497136,
  44.389619931098856,
  13.885926442402607,
  7.855589620665205,
  21.76918403079564,
  85.20260980412905,
  34.40506208515828,
  35.292803935588594,
  28.53142951861274,
  36.25169614580413,
  28.477303043500683,
  10.07182227234909,
  40.453007644494534,
  72.06340612824013,
  8.69285045598715,
  62.01306471290995,
  9.492867081055396,
  11.61605409773584,
  35.14328848730344,
  8.036969126178706,
  12.24037346533365,
  69.90946705658457,
  53.66492951933816,
  30.134402839881737,
  32.54788394298761,
  38.84714250771107,
  18.271867016227404,
  27.969582075726095,
  30.24215443713464,
  45.653577451050026,
  47.20267239985052,
  8.444643803203626,
  36.69828232363375,
  16.26226219538763,
  92.92686510555205,
  90.19718636122937,
  25.249946063520994,
  53.42451715113572,
  39.61236431170789,
  34.440117375756934,
  35.33531727956428,
  6.3646770704510125,
  28.611065081684274,
  7.6969886291020835,
  89.12795545601004,
  8.55928771554525,
  39.37126994704661,
  28.02062143289784,
  27.525730525067523,
  5.877955605476862,
  9.786494894994481,
  5.106541670886452,
  17.904249644012598,
  13.939125393942243,
  42.68669219171358,
  14.455153527852659,
  24.339724359740217,
  6.611039888325787,
  69.85003328379688,
  8.619996646370346,
  5.7741840869714,
  14.437812807211424,
  145.45369729987772,
  27.52883774956049,
  68.54302335482764,
  42.452042579408285,
  13.996823432675454,
  32.60516403796085,
  17.652128861997173,
  10.504812244251042,
  19.036347657923944,
  19.83502488810662,
  28.64012633656566,
  9.82215438266193,
  27.493621924958536,
  38.61907793744284,
  7.451179460608868,
  30.922348520495696,
  68.40524190349,
  20.051550693369666,
  17.999983658956012,
  91.12416204537527,
  54.252460111960815,
  16.19653474681835,
  18.175049308795476,
  5.504876083661389,
  13.317867540159298,
  15.712364407043614,
  34.18916853417639,
  8.506638385670662,
  9.101984281310674,
  5.788454469664208,
  30.920414075609635,
  18.50498580750453,
  12.040127135890483,
  36.77893740648597,
  41.98375173356323,
  26.20243747898878,
  98.24207020721599,
  41.42697434183414,
  28.21067021233811,
  15.726503931180762,
  23.019808873714155,
  10.037733357250131,
  40.54540803916741,
  28.655939089190035,
  17.45851205396429,
  37.87505487078193,
  28.91210988150689,
  52.91440949693958,
  18.160933367055215,
  34.98863055733443,
  67.63164357233646,
  14.800787736877787,
  55.38700773944366,
  28.36623512981494,
  10.879377059355527,
  25.922387085883287,
  26.88598343164024,
  9.849040592260334,
  56.38505052098894,
  48.69423632964907,
  14.333876416429733,
  14.065940947071345,
  178.08954822083206,
  20.7265653566367,
  89.76140396675223,
  59.95799572031004,
  11.989937226449785,
  5.132021967303055,
  6.015082786477069,
  17.355678730297768,
  14.304144507542837,
  15.626044454586651,
  9.768338306376076,
  20.192688926611105,
  8.323512723549792,
  21.056827693688152,
  34.03686893793838,
  57.03106205850873,
  15.309417468983305,
  30.9386342278503,
  42.985496552358974,
  68.82900718715979,
  49.27407801067698,
  88.46816289977265,
  33.57403714028577,
  59.12830813122503,
  43.80081436231433,
  21.045913195847724,
  83.24896476453125,
  76.55130289279944,
  120.97628703792218,
  18.54113913098103,
  8.019355606130196,
  51.72970654093274,
  71.39693990990143,
  15.822637393186202,
  64.25094641677394,
  25.622737571841306,
  60.44493003946369,
  89.4986598956047,
  171.42526289440224,
  11.55635318279718,
  17.35273659682079,
  9.55288741502409,
  10.424167374917813,
  5.479686591242203,
  12.66992260826657,
  25.179123953218337,
  6.982242457160163,
  6.499223854629821,
  45.27327269842179,
  9.84694213783559,
  39.66170003749667,
  14.145281855411737,
  10.089574328844131,
  89.45621971175689,
  6.252160780485849,
  48.7387898595131,
  11.143053717516716,
  9.448519735059225,
  16.33384030433916,
  24.54580884610417,
  17.915536196231688,
  39.01895777573209,
  14.127069888832912,
  16.049683075080637,
  6.369388249687048,
  5.618874795402703,
  44.90851374850456,
  10.025796097735483,
  42.893381316587295,
  18.010239663020055,
  72.28126677462129,
  22.867617521247286,
  62.7164909615901,
  8.060321244052524,
  14.837524958128524,
  20.200715311298843,
  36.40711994526022,
  32.11425426968095,
  40.149470114201485,
  78.75622735518066,
  7.5390320028482884,
  11.035424764722947,
  5.8304545255685065,
  51.5091401510589,
  65.08401075952561,
  32.55488656126528,
  22.316946471121,
  42.48360436597582,
  37.241300914422915,
  117.97311661180446,
  39.47194829994966,
  13.997997671115847,
  30.88937002105088,
  23.72910907096915,
  42.06924130522903,
  23.221798155421357,
  92.30701812668279,
  5.089897044585569,
  104.64336965847687,
  80.77010224264093,
  8.57134646879375,
  30.38620899835189,
  74.36094071730686,
  13.531511727855792,
  12.899805250823436,
  27.154807498087937,
  26.97823968369845,
  35.980989385208865,
  73.47102909009246,
  5.852946839617473,
  35.36263882054453,
  10.490140421113328,
  57.89237840818103,
  32.371285262866955,
  21.298915764151793,
  8.582538478356442,
  27.928785358581685,
  36.71148880134483,
  12.183063359076378,
  5.640919642562211,
  6.672724054267313,
  14.035934961818771,
  6.29957431628717,
  7.262760280690772,
  65.01981415913114,
  14.087991319778077,
  11.49238160028995,
  16.51078621486891,
  6.919542682211286,
  37.5414554513311,
  12.559517690675039,
  77.26847526707597,
  15.173884220207874,
  20.680061020724565,
  19.962623576815858,
  11.89426200328695,
  59.795049248970415,
  22.827068807380666,
  20.97910770337193,
  58.7561459146279,
  49.907976634482885,
  49.50095689192077,
  12.8956316258795,
  27.918721514708146,
  7.609154562234255,
  88.06884394234794,
  6.296013749574608,
  36.52472843334608,
  5.172925438623425,
  5.786109732000472,
  5.203750851189685,
  22.05516344949248,
  10.390874861354446,
  66.78552772651292,
  9.987273970869682,
  6.049849892538154,
  55.5043760570116,
  17.55565254971848,
  48.3504604753321,
  28.173336320355364,
  30.474200804947188,
  21.351152969419587,
  25.183070210688328,
  40.11917720142168,
  5.221227853526133,
  61.12784699091,
  24.44032787674519,
  7.062555434991981,
  21.73371720973568,
  78.46359988007922,
  12.225649622169234,
  20.748086090845987,
  11.368259839026697,
  17.585933527119874,
  17.30856035336741,
  47.677722078154716,
  5.76793034391134,
  93.25374060704515,
  54.00005847540557,
  19.818883487885888,
  86.53058713117423,
  22.45673304346572,
  74.33195038324345,
  ...])

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)