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 = 46359
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);

([2480673.582225723,
  2664537.697159833,
  3089030.841996592,
  3135821.6880239965,
  3162384.375,
  3164672.4283008976,
  3229359.6997785363,
  3266194.3418424353,
  3266277.0461595044,
  3266295.8549343324,
  3299292.1875,
  3316742.8787896554,
  3368365.1418910786,
  3404250.0,
  3405079.3531936025,
  3406796.807516036,
  3411665.625,
  3433072.4476706344,
  3454534.641818421,
  3456122.985607132,
  3554697.8902042382,
  3582097.974279912,
  3610179.6875,
  3610268.75,
  3622957.8972828737,
  3624078.963716003,
  3639093.190687953,
  3645067.1875,
  3657142.1875,
  3659601.4924677643,
  3660830.402387557,
  3734124.5663351263,
  3763373.064232577,
  3791462.113985248,
  3834210.049169245,
  3849986.9757096223,
  3855228.0335767386,
  3857097.2109206966,
  3860109.375,
  3911212.485497579,
  3911953.125,
  3926485.524047884,
  3949782.8125,
  3949820.0254143397,
  4117177.8081529336,
  4146228.4667068166,
  4170525.1018191827,
  4243845.409394896,
  4344644.879735931,
  5187024.97423677,
  6342600.504333162,
  6342856.25,
  6695451.5625,
  6706190.625,
  6896115.983757688,
  6920696.875,
  6964023.684820061,
  6964285.9375,
  7267343.75,
  7267352.936488461,
  7269903.189236156,
  8014241.6828923905,
  9486049.74935744,
  9486695.897186363,
  9486908.613200568,
  9488045.3125,
  9491610.180251325,
  9493128.642126419,
  9494637.5,
  9504803.303502152,
  9890990.474048685,
  10008365.56740397,
  10012250.588177094,
  10030396.875,
  10031238.843484977,
  10105628.125,
  10143855.991648784,
  10165881.640948983,
  10170699.356280508,
  10271659.344567366,
  10273635.992560554,
  10292768.049985921,
  10297416.320959207,
  10298271.59830592,
  10298346.125354992,
  10398958.744814392,
  10484129.755874619,
  10487198.4375,
  10487233.162179193,
  11167506.081558507,
  11325714.0625,
  11398644.172178596,
  11467412.687557282,
  11493352.706996676,
  11535587.612227282,
  11536634.375,
  11538609.302974535,
  11683287.491834134,
  11684610.467761714,
  11688131.802743228,
  11704594.3697811,
  11819384.712427977,
  11823329.6875,
  11829848.679420015,
  11891960.436772995,
  11896271.972917212,
  11907818.75,
  11970648.118548598,
  12010732.677193278,
  12020195.041238189,
  12023216.924796918,
  12028138.773497017,
  12028274.236505363,
  12042399.070529355,
  12051074.381203528,
  12079946.200082928,
  12102410.9375,
  12103018.595155507,
  12107818.137719793,
  12110478.569592832,
  12113729.913944768,
  12120833.805195134,
  12121768.523022845,
  12123391.811037548,
  12128733.347489139,
  12130812.133277766,
  12130909.239553709,
  12144488.213282872,
  12149264.541970605,
  12176453.125,
  12178817.977423333,
  12178898.4375,
  12180716.604004214,
  12181989.0625,
  12182277.825871602,
  12183345.153859142,
  12189333.162672397,
  12194264.13072575,
  12199308.68808227,
  12206129.125670666,
  12214651.431845436,
  12261359.48821791,
  12278712.070366489,
  12279884.431579104,
  12282932.730182316,
  12314676.70533515,
  12324254.129431069,
  12337740.593114832,
  12341873.434560498,
  12342628.125,
  12345187.5,
  12345302.97618563,
  12348837.73682657,
  12355543.07126002,
  12370770.375678996,
  12370803.938198796,
  12371102.016370917,
  12375646.875,
  12462620.3125,
  12463284.48124967,
  12463752.245539846,
  12464034.67816015,
  12465684.375,
  12465709.051585449,
  12471024.91987934,
  12472266.663401552,
  12476205.532797137,
  12485569.242758384,
  12486079.6875,
  12777777.609318445,
  12789100.279746765,
  12801784.528863406,
  12900720.82604678,
  13002993.75,
  13005848.372538762,
  13011302.832578517,
  13017449.060066534,
  13060171.875,
  13141823.590165948,
  13375376.478926647,
  13383499.541723108,
  13385559.021159204,
  13449370.3125,
  13486504.112999624,
  13487008.826589173,
  13489182.164818885,
  13489292.1875,
  13491588.785093188,
  13499168.75,
  13505395.470679631,
  13532300.546756055,
  13540450.627959462,
  13573244.063691583,
  13699092.1875,
  13730252.939166747,
  13735480.685700119,
  13737584.375,
  13743055.234913632,
  13748482.8125,
  13748485.9375,
  13748502.561773492,
  13752438.517812269,
  13752922.412427906,
  13753544.770883514,
  13753910.733661434,
  13754267.1875,
  13756123.916560473,
  13757490.008923745,
  13760457.480501533,
  13761267.25242163,
  13769257.11726975,
  13790046.476733495,
  13793885.614561826,
  13804037.770964913,
  13811637.887388913,
  13815327.344257459,
  13828755.299041854,
  13838901.126325924,
  13848492.557397012,
  13887403.204282967,
  13900007.46868446,
  13910354.233614637,
  13979787.984636873,
  13993544.987985406,
  14040968.270358859,
  14052390.625,
  14073666.392863499,
  14073718.913888091,
  14164749.081437094,
  14240278.125,
  14246203.125,
  14248731.944086436,
  14269134.196570221,
  14334295.155641269,
  14457264.0625,
  14579959.65192299,
  14580489.54643153,
  14585087.414383803,
  14756599.90036217,
  14933280.181221897,
  15023109.375,
  15024876.440317597,
  15027921.461813867,
  15030339.0625,
  15032282.098589748,
  15040253.827247195,
  15180928.125740811,
  15204429.955636783,
  15205262.5,
  15214101.427255636,
  15218331.91777297,
  15368389.385962872,
  15375173.32957374,
  15391718.113908408,
  15458681.25,
  15747728.079933826,
  15780115.625,
  15901803.29373315,
  15914776.947981903,
  15915747.317876205,
  15916351.333112918,
  15917831.020393573,
  15917842.160729583,
  15925348.312034125,
  15926756.25,
  15940145.3125,
  15961869.282973211,
  15980258.90498025,
  16018312.010318885,
  16024855.168340737,
  16073298.178570732,
  16073896.064919008,
  16073988.075216755,
  16075072.894171575,
  16168468.75,
  16201648.213407993,
  16202950.080337994,
  16205196.875307241,
  16239092.451564046,
  16278193.75,
  16310767.1875,
  16328752.896792622,
  16328797.65984742,
  16331319.212260237,
  16380592.857879357,
  16383656.2509735,
  16383962.515637357,
  16384430.990287062,
  16385425.191596013,
  16385629.993056547,
  16385923.4375,
  16387076.5625,
  16387196.829474268,
  16387198.4375,
  16387353.484883208,
  16387647.479476089,
  16388040.625,
  16389248.189802295,
  16389601.5625,
  16389740.625,
  16389773.701547902,
  16390378.125,
  16390418.75,
  16390725.72399553,
  16390735.717934204,
  16390896.362644274,
  16391879.715553537,
  16393260.85674447,
  16396939.0625,
  16397002.829988552,
  16404612.32567947,
  16404630.45998236,
  16406774.296132408,
  16406783.26850804,
  16406962.5,
  16419315.625,
  16428159.686321497,
  16430470.24027114,
  16430817.58595107,
  16430851.802268362,
  16431489.0625,
  16438244.392299758,
  16439318.406929964,
  16439791.83774565,
  16441510.949919172,
  16504285.337760517,
  16505187.933820434,
  16515881.25,
  16516323.140753672,
  16520527.319518263,
  16527104.6875,
  16527662.868279245,
  16527734.690658858,
  16527807.218721991,
  16527837.594644072,
  16528375.084986744,
  16529278.125,
  16530154.027286053,
  16530787.332821144,
  16530868.523246711,
  16530961.477614759,
  16531300.05237371,
  16531718.703651594,
  16532098.4375,
  16532903.125,
  16533482.045712186,
  16533921.81494153,
  16535787.04986102,
  16535939.783035707,
  16536331.25,
  16546483.672674935,
  16546693.245908676,
  16552129.094844114,
  16553588.67093929,
  16559352.307859601,
  16575973.4375,
  16582412.35003174,
  16588879.41528765,
  16590188.217970153,
  16615673.392243594,
  16622013.748029852,
  16753943.533792816,
  16909824.059403025,
  17016308.959198862,
  17037345.3125,
  17099397.05308881,
  17102675.0,
  17103837.5,
  17114118.084039338,
  17142151.751973253,
  17208904.6875,
  17229987.064526618,
  17232949.246761035,
  17239876.865131717,
  17239929.761218127,
  17282107.34872623,
  17328577.11932339,
  17331431.25,
  17331948.4375,
  17335167.31832233,
  17341543.696875677,
  17353925.890301056,
  17354765.979015,
  17361518.671469484,
  17363180.418214556,
  17367944.966300443,
  17368539.606100857,
  17378454.644457787,
  17391610.206158895,
  17393001.31519203,
  17393516.884547137,
  17396806.25,
  17401088.139182642,
  17401432.535563476,
  17418013.73577528,
  17418287.44860314,
  17421138.01573738,
  17423581.25,
  17446172.84860025,
  17468356.415509075,
  17470105.80368848,
  17472123.99014444,
  17472772.950808674,
  17473612.5,
  17473908.359141916,
  17473932.56187043,
  17474258.84816506,
  17474565.625,
  17474601.550004814,
  17474837.89294876,
  17474993.75,
  17475092.761924997,
  17475134.908214618,
  17475218.75,
  17475253.161606614,
  17475263.226762984,
  17475306.25,
  17475328.113450993,
  17475329.380128015,
  17475385.9375,
  17475407.61143313,
  17475414.78437969,
  17475566.77910805,
  17475601.5625,
  17475721.349491704,
  17475843.823142115,
  17475884.798125338,
  17476392.70947703,
  17476406.637198657,
  17476419.871150948,
  17476465.594578378,
  17476469.773195352,
  17476562.5,
  17476696.393123474,
  17476726.64923172,
  17476749.971440442,
  17476756.23537271,
  17477049.764421023,
  17480282.692816578,
  17494937.4748236,
  17504523.769237883,
  17505651.5625,
  17508110.6881523,
  17528776.887718998,
  17531233.96289838,
  17532398.4375,
  17543741.5804558,
  17604699.952274274,
  17607483.549282484,
  17656225.10490013,
  17669344.84920712,
  17691782.59309305,
  17708718.75,
  17710492.92882505,
  17710889.513589643,
  17711467.60886424,
  17714453.822340276,
  17726880.668830846,
  17743212.31501974,
  17749814.78256805,
  17750885.9375,
  17750918.681614976,
  17751739.0625,
  17752427.863200206,
  17753124.310386024,
  17753429.194483425,
  17753602.77819617,
  17754152.946187265,
  17754193.382131424,
  17754242.05875818,
  17755108.91715655,
  17755149.218131572,
  17755506.879718184,
  17755804.65876839,
  17758083.276519906,
  17758683.887747176,
  17759689.3631269,
  17759982.633315627,
  17760336.54799186,
  17760422.30391898,
  17763002.475832734,
  17765148.65215117,
  17766616.332910888,
  17767656.25,
  17768105.204641417,
  17768473.886883557,
  17768477.937036045,
  17769325.359484103,
  17769340.416229967,
  17769346.7684946,
  17769372.340149797,
  17770704.225511365,
  17775431.05798304,
  17775767.00770532,
  17780976.616371002,
  17791310.9375,
  17794527.358375814,
  17797478.13051171,
  17798146.898057465,
  17798274.58108209,
  17802468.21769561,
  17804272.47317461,
  17809641.78446573,
  17812031.017977033,
  17813560.607777454,
  17817429.136037897,
  17818087.5,
  17818098.095451724,
  17818207.236704923,
  17818714.0625,
  17818910.9375,
  17818915.302320335,
  17821457.405219354,
  17821720.62431989,
  17821933.809219338,
  17822618.8984958,
  17823384.375,
  17823450.638655063,
  17823814.200751513,
  17824036.74127679,
  17824128.125,
  17825062.5,
  17826485.852775857,
  17826524.593505446,
  17827110.843992777,
  17827222.279950507,
  17827250.0,
  17827960.9375,
  17828010.9375,
  17828130.707851887,
  17828610.9375,
  17828621.875,
  17829014.789311357,
  17830800.70985544,
  17831437.90579991,
  17832321.592434544,
  17834030.430119585,
  17837128.485676106,
  17838821.835411124,
  17839402.652163804,
  17847213.182238277,
  17865374.875410683,
  17868125.802205533,
  17885867.943051137,
  17892792.306735292,
  17906626.060547728,
  17907070.241207138,
  17928384.375,
  17934651.536628693,
  17949626.5625,
  17974028.2678819,
  17974556.257760882,
  17975544.425724655,
  17982675.0,
  17983567.7225639,
  17983853.125,
  17983887.898073345,
  17984948.4375,
  17986059.18858879,
  17986721.64104433,
  17987730.984090332,
  17987867.464778565,
  17988127.284598596,
  17989021.36708593,
  17990010.64830841,
  17990051.816148415,
  17990096.875,
  17992787.619145464,
  17993038.249814298,
  17994120.75123371,
  18040133.98981495,
  18051184.375,
  18051418.569675196,
  18053676.081528313,
  18100234.375,
  18128143.75,
  18130060.9375,
  18132707.8125,
  18150292.136903066,
  18150808.16373582,
  18151188.81065048,
  18151386.90738582,
  18151540.625,
  18152450.943543065,
  18152885.089985598,
  18154427.64094383,
  18154718.75,
  18155229.503583375,
  18156516.29486835,
  18158290.678097967,
  18158512.77851838,
  18170849.6778624,
  18171120.3125,
  18179103.086175255,
  18179917.745654806,
  18180375.0,
  18181437.974773217,
  18194219.513557818,
  18215650.0,
  18215664.0625,
  18217516.724663988,
  18218508.28675308,
  18220145.3125,
  18220153.125,
  18220701.35252501,
  18221191.855564546,
  18221799.690496888,
  18221931.52302492,
  18222215.666947253,
  18222352.796394736,
  18222966.926187977,
  18225564.0625,
  18226007.8125,
  18229215.625,
  18232443.29345169,
  18264051.5625,
  18285308.56827439,
  18299984.448337734,
  18303545.3125,
  18315120.104120553,
  18319495.79820923,
  18320960.451103453,
  18323526.267259937,
  18324129.43226749,
  18327157.94927318,
  18332232.8125,
  18333181.169491604,
  18333283.743753858,
  18333759.818405308,
  18337895.3125,
  18358954.630768713,
  18371019.00398074,
  18444509.375,
  18453696.672685675,
  18485961.870038453,
  18529125.484034564,
  18546962.24149448,
  18546979.05995804,
  18547673.968793705,
  18551965.120022636,
  18553213.689568136,
  18553914.61781625,
  18554126.819427285,
  18554162.00721626,
  18554715.788025636,
  18555067.07286871,
  18555338.409977376,
  18555471.922950543,
  18555596.875,
  18555609.375,
  18555702.294223975,
  18555908.457210638,
  18555921.591760173,
  18556080.087477718,
  18556255.884267163,
  18557246.697245233,
  18557889.0625,
  18558263.4973245,
  18558467.097419508,
  18558507.751048844,
  18558532.475801054,
  18558623.796560373,
  18561017.1875,
  18561674.908529337,
  18563335.556531627,
  18563521.84675892,
  18564090.573962476,
  18581067.889630087,
  18636204.06466231,
  18639478.507921394,
  18639829.6875,
  18643675.0,
  18669727.39190764,
  18678390.41084662,
  18712310.9375,
  18784573.041703753,
  18787620.177512653,
  18790014.0625,
  18790037.70154964,
  18792367.00426464,
  18792691.84933754,
  18792716.37501673,
  18806812.195612147,
  18808809.728802428,
  18808935.60465649,
  18809431.714262567,
  18809434.068469606,
  18809453.917600725,
  18809467.968701437,
  18810251.365194347,
  18810286.09682533,
  18810326.842464056,
  18810426.322003543,
  18810649.214301437,
  18810728.2162429,
  18810786.285768274,
  18810859.20135986,
  18811210.841584753,
  18811251.464179713,
  18811252.922629416,
  18811337.097978465,
  18811359.40416356,
  18811416.808654826,
  18811458.988977823,
  18811518.93045318,
  18811558.61886789,
  18811712.313133445,
  18811809.375,
  18811879.236757267,
  18811945.387775823,
  18811945.908741564,
  18812195.40710168,
  18812241.815553144,
  18812684.234702483,
  18812929.6875,
  18813005.884225,
  18813355.34114245,
  18813447.35601788,
  19007937.01234479,
  19042834.375,
  19052422.62982927,
  19052872.40295172,
  19076200.013629813,
  19172616.715089917,
  19172771.191168696,
  19179954.6875,
  19181775.757390633,
  19208516.531061325,
  19263355.59962704,
  19266131.25,
  19267130.844304245,
  19267131.197002005,
  19267889.0625,
  19268274.721466262,
  21688417.43216779,
  21694214.756476656,
  21695420.864835143,
  21695583.417290926,
  21695586.23773795,
  21696273.70920324,
  21698007.8125,
  21699986.498201612,
  21701154.6875,
  21701623.4375,
  21702267.19509386,
  21702740.625,
  21703562.408426095,
  21703795.18184047,
  21704073.353201274,
  21704079.9571726,
  21704095.3125,
  21704208.865231667,
  21705600.586798545,
  21706239.41823996,
  21706390.37473543,
  21708266.777543966,
  21708338.978228755,
  21709313.98410213,
  21709422.5582322,
  21709437.5,
  21710882.96571212,
  21710935.552715804,
  21710973.22307841,
  21711724.42109094,
  21711892.1875,
  21712151.58908164,
  21712320.3125,
  21712676.5625,
  21712783.19849731,
  21712891.361406486,
  21713629.6875,
  21714229.6875,
  21714850.7194522,
  21715647.987026278,
  21715965.267974257,
  21716524.73576512,
  21717779.6875,
  21718502.355351053,
  21718534.292341486,
  21718749.738893013,
  21718777.19064748,
  21719748.4375,
  21719979.6875,
  21720229.6875,
  21720514.976489358,
  21720841.724899143,
  21720920.3125,
  21721675.616319202,
  21722652.589094274,
  21722853.89954625,
  21726167.1875,
  21728679.6875,
  21729712.5,
  21731933.838981185,
  21732106.817212865,
  21736546.497095622,
  21738377.631166853,
  21744345.2006879,
  21747585.375991642,
  21767507.8125,
  21781165.0431335,
  21783767.1875,
  21784420.3125,
  21784631.713452216,
  21784818.635796387,
  21784839.0625,
  21784935.980425477,
  21785286.34293771,
  21786155.081057142,
  21786414.16513628,
  21786454.73341385,
  21786742.532328088,
  21789181.822826937,
  21789481.21921336,
  21789747.480302233,
  21790721.85911064,
  21790850.0,
  21790904.716086168,
  21790989.037350044,
  21791016.884093456,
  21791073.879112035,
  21799550.0,
  21804729.31510181,
  21808753.412444603,
  21809424.813807484,
  21810947.071610935,
  21810962.05973532,
  21812151.679230582,
  21813421.46672278,
  21814468.881340515,
  21814850.23003474,
  21815034.375,
  21815332.62817436,
  21816396.875,
  21817865.992100522,
  21819321.262642287,
  21820846.262368597,
  21821952.980629813,
  21822666.77446376,
  21822900.0,
  21824280.07825316,
  21824842.131931163,
  21824990.08671681,
  21824993.092563983,
  21825389.59733102,
  21825390.86641902,
  21826276.5625,
  21826298.140588023,
  21826506.25,
  21826701.586921025,
  21826806.25,
  21826930.65321288,
  21826961.46110577,
  21828004.60848299,
  21828649.417571638,
  21829278.486604646,
  21829418.75,
  21829529.4715607,
  21830721.875,
  21830789.0625,
  21831465.563996736,
  21831658.384294234,
  21831756.25,
  21832740.342213675,
  21833444.33988492,
  21834334.375,
  21834393.75,
  21834413.933536977,
  21834843.11399762,
  21836230.735083353,
  21836257.725283828,
  21836406.25,
  21836513.81959096,
  21838598.914270412,
  21838802.963248715,
  21839657.57657705,
  21839666.639719475,
  21840353.705793776,
  21840663.346582856,
  21841082.31272078,
  21841180.131992,
  21841792.14825261,
  21842146.68760654,
  21842882.8125,
  21843093.75,
  21843376.941631857,
  21843389.695642855,
  21843443.75,
  21843577.031642947,
  21843753.125,
  21844065.34207774,
  21844267.65906137,
  21844426.5625,
  21844853.0716192,
  21845022.309580546,
  21845092.458011013,
  21845337.72724371,
  21845367.3885907,
  21846065.625,
  21846650.0,
  21846730.96979769,
  21847498.4375,
  21848192.08589352,
  21848394.345220532,
  21849413.24022625,
  21849535.9375,
  21849626.48417003,
  21849745.620311625,
  21849769.0624161,
  21849957.8125,
  21850112.5,
  21850126.49417809,
  21850168.72859814,
  21850189.23314935,
  21850440.625,
  21850606.816535052,
  21851133.026685033,
  21851228.56069425,
  21851639.0625,
  21852888.98359442,
  21853121.875,
  21853267.1875,
  21853432.8125,
  21853938.829655968,
  21854181.2554426,
  21854687.676515248,
  21854818.6828063,
  21854904.14508419,
  21854915.12016486,
  21855061.03688914,
  21855063.14222461,
  21855322.968204103,
  21855571.875,
  21855765.625,
  21855981.031189665,
  21856981.8139545,
  21857798.03145872,
  21857999.866600484,
  21858003.125,
  21858324.031220675,
  21858357.8125,
  21859250.0,
  21859570.817152068,
  21859712.441604618,
  21860218.859647334,
  21860426.239807785,
  21860631.98060563,
  21861404.291540183,
  21861662.5,
  21862053.61882598,
  21862146.875,
  21862187.5,
  21862867.608612936,
  21862994.076099142,
  21863090.53112645,
  21863226.07325347,
  21863250.0,
  21863272.74536819,
  21863503.34215609,
  21863629.375857316,
  21863815.625,
  21863819.9742369,
  21863961.038369752,
  21864003.80054696,
  21864067.068139,
  21864101.5625,
  21864103.125,
  21864142.1875,
  21864145.20808217,
  21864187.100926954,
  21864373.4375,
  21864463.053672988,
  21864599.692039244,
  21864604.176540233,
  21864628.09804126,
  21864683.446022514,
  21864716.193821426,
  21864890.089459337,
  21865564.622365415,
  21865812.5,
  21865834.375,
  21865846.875,
  21865884.455277145,
  21866124.86893844,
  21866128.598558687,
  21866154.712294575,
  21866220.3125,
  21866443.628727943,
  21866840.9040585,
  21869396.875,
  21869415.695267405,
  21869526.21751897,
  21869535.9375,
  21869537.45404861,
  21869840.625,
  21870505.456309993,
  21870551.231554583,
  21870597.081475697,
  21870726.07103089,
  21870826.629788708,
  ...],
 [7.1600225241698645,
  27.42098525581905,
  41.560192384645674,
  14.273719937049798,
  42.44347035201874,
  7.274911848367404,
  63.023989847705124,
  17.806817794303782,
  17.172868846363592,
  14.13470205311468,
  58.98743346824136,
  44.44679114115188,
  10.448138017862464,
  85.77264052989274,
  105.62807656050416,
  6.750108290734043,
  95.60631742146117,
  12.15871888444411,
  63.96841195194411,
  8.97645451982829,
  78.90904229146223,
  5.191778947256143,
  36.18181267094893,
  94.71775388862301,
  59.7626273821794,
  19.517759109285034,
  30.133048955689354,
  76.23554006767525,
  42.66831798906281,
  35.798388757073,
  12.465184801214441,
  13.511469638847771,
  53.463915284634496,
  40.98672421694663,
  28.296765533208557,
  84.62770497502436,
  54.26210351111916,
  8.47258245725581,
  48.418998201844374,
  32.8717872212477,
  36.590798777744546,
  22.40220979196596,
  85.98904021163787,
  13.949616720912914,
  58.95564977707772,
  9.638074696647841,
  15.344337666451178,
  15.324152729951615,
  10.512541215526971,
  28.02494450082138,
  31.057187146372375,
  64.02834382064486,
  66.20442780193318,
  79.19370868003904,
  9.65436676089362,
  92.61014189034447,
  15.976144229112043,
  43.62338701840592,
  40.97753862916702,
  25.287585103466814,
  5.9450191869496445,
  61.973896854652565,
  9.128096773710233,
  5.362364051849664,
  19.226527980015547,
  56.52023482204798,
  7.35053926795314,
  17.3625154618463,
  80.89053044881814,
  5.623996227850001,
  6.733739905597387,
  7.106393273865563,
  9.883733715919425,
  62.40283770383074,
  14.167641719746799,
  138.70387516176143,
  24.29773630374515,
  30.567055576845924,
  6.641455436410101,
  56.612933300654,
  15.155611330665305,
  26.03417662956191,
  6.002395411513563,
  30.31695824399841,
  12.690652673896771,
  24.508286036243526,
  11.23628947397735,
  61.28393673110566,
  8.480574918167585,
  14.336137718685189,
  52.19586984702328,
  8.523206073996642,
  49.000649347489826,
  37.91090541831269,
  12.026039833977027,
  45.0582554114543,
  50.302836770199065,
  9.32450800486786,
  112.76501389214144,
  27.404921680502333,
  91.45168774106716,
  14.822468372619145,
  85.0961349984277,
  15.951402543077776,
  62.38176168253308,
  18.926198966033468,
  76.33385728840459,
  23.51164505135326,
  26.110132302820865,
  10.728622960828066,
  50.67474992276097,
  60.62940432543842,
  19.213801260887912,
  21.55176578799552,
  7.393779280413901,
  8.819237531068824,
  31.68393481858445,
  36.695016954020744,
  76.11567101113538,
  39.36050106452688,
  42.74084972669048,
  6.197795334741791,
  105.56208534073436,
  161.33507392237325,
  17.466049836928708,
  9.039443307359262,
  31.444893521982657,
  6.165554121239307,
  5.176680611862434,
  102.12503992518602,
  8.753699074057556,
  91.2256988897534,
  10.323646652586449,
  96.48620458979416,
  32.677465769360964,
  131.99893731379473,
  9.64615104103046,
  11.236049294196954,
  5.764844391577202,
  62.55460995084296,
  14.46585129655927,
  5.9493262423986835,
  57.55769105446358,
  22.206971712952498,
  11.00143137333509,
  104.87961697363733,
  13.169773538890562,
  44.570838987839835,
  40.432169908134625,
  75.0712490954611,
  33.822418458002694,
  5.039045017728451,
  11.519222314028166,
  8.816635460135016,
  11.227916790182249,
  24.715084946508835,
  5.736265536669514,
  37.825447642039975,
  74.90455694180076,
  11.297944869476398,
  6.0011810443549125,
  7.716693533983694,
  40.27735001735671,
  33.58681825832208,
  11.004740587769886,
  85.23249655029372,
  19.56933701815666,
  17.223880622722454,
  55.71550726382651,
  21.33808179214541,
  73.83080714004265,
  18.04728770984187,
  8.578198076151205,
  28.552127943004393,
  9.277072238510543,
  8.137765460708815,
  23.555819906882082,
  62.21265203927187,
  101.11625391578522,
  26.97432091625531,
  58.309481374501104,
  53.06719121255615,
  49.39020059900021,
  47.00698780575219,
  35.79809354755697,
  7.971400369244496,
  47.12616078909549,
  84.13850258874947,
  83.24465374151264,
  15.58075766083655,
  48.33412799335479,
  9.92553505722486,
  70.16115106839283,
  74.15611913553217,
  6.2440017477734,
  20.874790902662735,
  47.43734757775937,
  12.106692399591417,
  55.922007545042604,
  53.89456610268037,
  62.998403868266465,
  21.058605772214957,
  17.480313036660746,
  5.8935864737261054,
  25.0620351184409,
  76.30056045484622,
  17.147238261205278,
  20.408386021995184,
  23.350433360603255,
  15.597700318314885,
  20.8185916006284,
  22.57174985918887,
  15.933279001277592,
  23.29332856281303,
  16.656885140334253,
  29.99842428408156,
  5.6487963239286305,
  13.273806166482995,
  16.56755432884231,
  7.632166909805022,
  128.84279933534188,
  81.00903397067644,
  43.65708403141713,
  23.442572235301128,
  61.1943452443885,
  85.75447041381005,
  108.57495524577126,
  5.044316607266004,
  29.429277300359633,
  47.89909155805644,
  108.57989381344747,
  51.262575774162606,
  28.825152827181,
  33.89864136694298,
  32.80070437930872,
  16.11367247381004,
  7.254751119074034,
  10.996469228331831,
  23.265664437633475,
  9.786945853425168,
  65.62451479637811,
  10.941951477200504,
  160.71034508062812,
  80.24842741722361,
  121.36481527214568,
  12.436976896193382,
  18.274602936715922,
  16.07251587015113,
  58.01843304969843,
  5.60660565776788,
  12.361030833992354,
  8.465372118635125,
  26.559125045241565,
  20.23506084061112,
  45.2870467537544,
  76.51810366285243,
  67.5351740610492,
  31.862149792466088,
  27.6247954305916,
  7.2429490475050615,
  14.133784381990669,
  14.133070893845108,
  69.93568245099934,
  14.483926071675334,
  59.29215635044208,
  55.31014878460934,
  27.66374724839327,
  21.797474951765928,
  8.043556761608658,
  32.60330506086633,
  14.03861591474203,
  18.872373599787466,
  37.68526937973317,
  13.208925704553637,
  51.52751518778784,
  48.155461091505046,
  13.496497775892994,
  21.78772720698101,
  54.37992171541393,
  39.175896681925494,
  52.71020387154805,
  48.22207022068031,
  30.132947048652532,
  9.755452725531017,
  12.366722861034571,
  119.59675961910486,
  11.152237282783684,
  10.74465547459968,
  17.04019353359549,
  6.306590845622334,
  29.909813843224686,
  51.21293744949745,
  9.293202991530476,
  32.16029993056861,
  21.952586191424263,
  12.225233904271715,
  32.89912901247533,
  61.677092705545434,
  54.70512012256765,
  51.23893113881498,
  6.115995149982115,
  39.1291141063905,
  124.86346791843437,
  117.75205798092347,
  10.801020246902063,
  72.06910392769403,
  15.049525443539045,
  27.023365941250784,
  33.7986378063549,
  5.44924520099173,
  5.695752879256612,
  10.082843136367684,
  64.40927956555285,
  9.749237572899759,
  39.20212037817825,
  42.82203038205221,
  198.3682779573261,
  62.49333697267573,
  97.86198593971196,
  29.04927822580584,
  39.587385855733785,
  46.22518441473285,
  81.56750208767679,
  52.81013821887335,
  14.989057720731413,
  63.648263224290645,
  9.727296028830077,
  97.91133988376866,
  91.75694826025773,
  10.065589228936721,
  34.8235211716203,
  81.06255623196002,
  5.727146264133838,
  14.660755060551638,
  7.146554952114998,
  86.08946512487279,
  67.42433837565974,
  7.380714691279827,
  7.543870756724745,
  35.76497623136573,
  9.834058737492567,
  35.307273716487856,
  25.012445210230382,
  29.696780323218007,
  58.47509757911051,
  29.958616270456535,
  5.934192281718876,
  31.22596942787866,
  28.064720381326776,
  78.61188757211845,
  92.21253175173591,
  121.81121332801482,
  123.01892321246928,
  36.65489856837606,
  31.91897184406185,
  37.5081940395698,
  93.59770529411647,
  56.49149765163441,
  25.48308217401651,
  14.77177400480668,
  74.2998973240386,
  8.17545953330754,
  24.00818609268494,
  111.52522304623393,
  116.63151864893712,
  24.071485662657295,
  41.941877105626816,
  72.52271125885406,
  23.964771364617935,
  21.87444988768448,
  31.991995176720856,
  10.509040815196283,
  19.291129583441236,
  54.89586883259745,
  5.167081994092252,
  49.082015530873974,
  30.771116006323222,
  79.80033844452178,
  113.94086741683748,
  8.356991546394724,
  82.02799514360659,
  19.931659521188422,
  16.487559918559786,
  63.17029257120146,
  24.474733961181677,
  58.753660772105874,
  15.2937200756588,
  27.700843527410846,
  10.149267065407516,
  77.07393584797019,
  35.00261784271639,
  84.17478584078424,
  18.778008642606487,
  5.036907717807954,
  12.192258672045565,
  85.26155781568593,
  17.354532823218843,
  125.96099462688017,
  20.649864253880224,
  15.612251399211768,
  5.121076895662448,
  101.88602613655254,
  21.626896700976005,
  28.90594218187561,
  17.534482322074563,
  74.55865595916086,
  37.97670230594676,
  54.05172818713474,
  20.418266347601254,
  16.685553110699797,
  46.50683444441323,
  43.82609166880603,
  36.370564202496425,
  124.583992861896,
  21.413894643206813,
  25.29870407579032,
  72.97254946957193,
  42.83392454815357,
  31.182884871561797,
  62.86957539781749,
  35.92298385841848,
  18.656931103947095,
  13.584142133204505,
  156.0216578576497,
  13.25672354519822,
  135.30300146671794,
  8.523768579859041,
  12.054990756857757,
  16.65590648774941,
  76.8228165803019,
  8.270555115375723,
  27.33904741681231,
  69.9703539810459,
  110.56634556152957,
  5.3449024709643975,
  27.971885455130575,
  11.104920120999138,
  8.165807954263203,
  5.337837227646414,
  7.114849236898948,
  22.107462171439174,
  51.711821764066976,
  14.413084768507701,
  15.306297018821759,
  27.532200165539237,
  56.158653322082415,
  80.03621991348723,
  57.32030424020036,
  22.07288632416339,
  123.3476581772182,
  56.31066004006834,
  5.602020251390158,
  30.26974517569722,
  12.524821805703665,
  5.0771920534360335,
  20.00088213938126,
  200.8097182463145,
  54.887316113443354,
  125.16970861644408,
  7.88623474158733,
  58.0944283624484,
  34.58599155112273,
  54.571722507918324,
  14.029467141587322,
  19.789426929988885,
  13.345212775746255,
  5.909762252645167,
  25.432864788519925,
  13.703101158953215,
  5.16237407610045,
  8.972116707683597,
  64.15251636268592,
  9.927397582790467,
  69.27585887884354,
  11.939720311310735,
  21.62120961676225,
  34.71433802734526,
  53.17628421044806,
  12.237942154256391,
  11.871567368341442,
  88.96525007916021,
  18.232937126042216,
  20.70659877500261,
  46.04356448939372,
  26.644406721987462,
  16.984277553383063,
  32.89525243250452,
  11.740286854500953,
  13.82936728173306,
  19.66329706968943,
  17.070332796493837,
  13.431369904406722,
  23.355545347541984,
  25.418064489129854,
  32.69927562168212,
  30.778144995716954,
  5.6596453688754105,
  8.289494160933481,
  6.090500276482424,
  13.553735221348548,
  83.6506363007145,
  54.95008355128189,
  74.17890112701629,
  40.778102324046486,
  10.648681359321715,
  13.187279076404678,
  72.71552664600772,
  28.678001968441954,
  13.123146425227969,
  70.574736530866,
  82.63603600549816,
  23.02838034307139,
  36.12424099482643,
  5.046838124734334,
  13.149427809745543,
  11.368028820500292,
  79.0061805715579,
  26.579342905712736,
  5.467731902139963,
  18.451347345807722,
  37.889404079576444,
  44.500818839549886,
  26.954352039119307,
  22.479494664204825,
  10.984628231812026,
  16.031249798546238,
  50.32291103084124,
  69.2989022264226,
  39.26434965702228,
  145.30042894487983,
  122.70080444318972,
  46.735223558635774,
  12.491974299449979,
  18.573847003708256,
  5.213885233113688,
  80.04003930246292,
  18.802539757457833,
  5.971443121426323,
  27.407577309001123,
  21.768422099384697,
  115.9800952061056,
  26.283701278216988,
  20.694564281408102,
  15.487304450629424,
  11.31933811561876,
  5.379625416425004,
  27.189632961259065,
  43.503293609617295,
  22.81284667686134,
  57.64089132642803,
  15.515588659119178,
  14.971173016322608,
  19.03912302933523,
  113.60036420705121,
  37.38816851075332,
  48.521003741843806,
  21.432932354756858,
  72.79561142121548,
  25.31887620304955,
  10.780703867471704,
  32.59117380586875,
  8.438859509051492,
  8.70929877650121,
  15.637049657463862,
  8.139347875317211,
  16.005273669984582,
  87.93756238834035,
  11.319189674481207,
  15.03822997452751,
  9.732139468948498,
  8.09287339763637,
  101.66339472411774,
  14.296029023186824,
  10.450844743440875,
  39.0321616769297,
  36.269105105639234,
  38.283140589225326,
  36.024314530232395,
  44.10931229080219,
  34.50999269905071,
  24.38592004561652,
  56.06588780773903,
  69.19083705974697,
  16.375497272788007,
  25.40595279810465,
  22.031195400009604,
  29.291142994081095,
  14.283969114297719,
  69.98630970293095,
  15.176257561444627,
  44.954666500088265,
  28.21974374319464,
  49.37050802884475,
  93.5444043978365,
  63.71069381457758,
  31.148503171857186,
  17.123437225350226,
  19.800022313167702,
  78.83867206741552,
  59.828369585267055,
  21.872018674401485,
  131.65476990985846,
  50.46379642917748,
  62.055571097698575,
  14.197342391774168,
  23.35120545614419,
  87.82152759127109,
  11.583077001190135,
  182.5749609178531,
  62.57546290391886,
  65.88970693136434,
  63.321023503101785,
  63.13160277048493,
  85.14160476747097,
  16.874774161667183,
  75.02364607480872,
  139.23940942915345,
  37.985133687798154,
  68.24578139072284,
  7.529569928090201,
  104.51896297877161,
  10.443979041038354,
  14.933593128886143,
  112.17482046009475,
  9.449793704101051,
  129.88580593765718,
  27.02767753043821,
  12.980413873311226,
  23.822511784944787,
  28.584530016233153,
  9.283889960743869,
  25.289872749991886,
  59.16628096285675,
  55.2139970577373,
  20.287746255245978,
  11.979136095416345,
  24.29565287471139,
  12.98980384673254,
  7.8074069936613295,
  47.73287184967057,
  13.688070502153673,
  27.481553159904227,
  16.020423740314765,
  28.281841499154137,
  27.280604302571362,
  26.44747052165473,
  20.09554400378487,
  50.41869637603377,
  84.03718113305801,
  47.0305748408699,
  10.03758963410049,
  5.263554955852041,
  48.47949576971567,
  16.721987676874697,
  66.21445363456547,
  14.304676151177507,
  31.300449392139907,
  10.345986206876354,
  74.77715095694819,
  84.22431014411457,
  23.29301571122545,
  73.41379415333206,
  39.61359962790383,
  32.44462709024095,
  22.768794001191672,
  27.9779164240859,
  36.99494840137485,
  99.1507533396967,
  99.66967545450545,
  9.677627371094292,
  55.81560731805399,
  69.4298342099626,
  6.378001561779418,
  24.912958243302345,
  46.57901797246259,
  22.599630468405035,
  32.0163899327411,
  49.08729316147925,
  15.769715752123341,
  17.63996316653885,
  19.261855959739634,
  25.319293925317254,
  5.913328807441294,
  76.04015997080425,
  28.682923317160796,
  12.574150743102017,
  7.043139853597584,
  19.165914289973884,
  26.20488329405064,
  32.373453542274966,
  7.661897659975937,
  23.714506608170872,
  9.136004750088235,
  29.87357745303808,
  9.40976453041764,
  22.160025492172213,
  57.91359189846254,
  50.14788089288071,
  5.700529084753074,
  25.083427206226396,
  22.529531310980243,
  60.791222005404144,
  8.095907738544424,
  9.025020448524378,
  11.421988966247696,
  19.269233828893565,
  14.274086234518295,
  49.57806008181782,
  54.15459710265971,
  9.395874671897314,
  5.7457850862406525,
  48.20932083378359,
  141.46138242292375,
  26.030239536626016,
  66.58900988554551,
  13.709330184451664,
  9.952857740280011,
  9.774185172014803,
  8.950506274287298,
  78.85762636767468,
  106.25393080387182,
  17.425064297253165,
  20.662144276748197,
  21.77281142363108,
  19.83636674466078,
  66.01388637497355,
  31.60266847825537,
  29.72705677444928,
  20.11365752013942,
  59.3748196302831,
  10.54773237302715,
  14.743281678421258,
  88.4859763084547,
  13.976475256756595,
  15.963979028123267,
  18.465595057427866,
  128.8756662078432,
  12.225897984131263,
  11.631833994939845,
  86.19158000337987,
  48.90762638129077,
  136.44182587044799,
  64.93355602215757,
  227.8588040692493,
  151.53376033052035,
  82.09935722816257,
  26.836217679836043,
  9.223313887902481,
  34.996082278072706,
  22.81118452788809,
  54.26031584926977,
  7.428712980560579,
  50.562916423515254,
  11.733337662507196,
  14.066336582273259,
  13.579611185169048,
  108.9717844113475,
  27.064565314692643,
  60.29756224078796,
  78.34095127355249,
  27.70322337294556,
  5.035118684335168,
  16.95050855402417,
  13.115006132928455,
  77.26748590531034,
  11.169511374355842,
  30.427758971336168,
  84.27818804500161,
  16.64973049909019,
  64.6559384389011,
  204.43665842040608,
  87.3660480063265,
  202.1371514206797,
  290.4996440781657,
  89.54721903903265,
  7.5103847722702435,
  70.98295788976351,
  32.85324540183139,
  26.990220724276625,
  105.14943328406298,
  102.63852954951221,
  30.985501829114217,
  44.14083855795924,
  134.94127190233007,
  85.0405463086655,
  21.874469570032986,
  70.1039611788162,
  48.57868506335135,
  21.142246207917776,
  28.30665847886814,
  77.93026091208009,
  30.563056001140072,
  105.70652669962851,
  21.141163814299546,
  13.182793381719268,
  6.220605042562657,
  21.554839243144684,
  14.5317986141734,
  50.94107294795851,
  73.79139727332428,
  27.14476637679526,
  65.72204794839743,
  29.69686062475219,
  68.32432260331117,
  20.38611580164499,
  65.0787917039945,
  69.4957540784931,
  177.35180815045013,
  11.804132206896906,
  7.640786142713144,
  23.029908392338108,
  39.78143521813519,
  28.49467961955453,
  39.37433958757998,
  7.2902085489577315,
  92.7586187697307,
  110.06289282401389,
  7.128986421021439,
  14.846508288834954,
  20.616218623103588,
  204.91769240038926,
  56.075246526328165,
  9.035192458315139,
  20.080681418567867,
  82.0263424888539,
  17.722878648882833,
  51.47169716865889,
  25.201475430701045,
  9.008498668039874,
  8.357275446932496,
  162.4152215233459,
  62.15197037353749,
  14.282597657623253,
  123.21078059182884,
  11.754463418507902,
  53.44323225589125,
  29.67187247340498,
  38.50943549212009,
  106.9886286514273,
  78.87133827196243,
  77.80622207023698,
  40.866551092556804,
  21.1195205901134,
  294.2874167778053,
  182.94699804736877,
  15.949112438401725,
  41.96208915442277,
  7.045530161904066,
  119.29201350305145,
  15.035415149667392,
  46.068538796901606,
  13.06856131771795,
  17.3998812728032,
  49.18605666077262,
  36.82693115349082,
  17.993220549199975,
  57.04016558702675,
  14.177726792344036,
  77.40154034032611,
  118.31842133901395,
  14.815540955458832,
  17.68465197236512,
  35.480217657539356,
  32.62573978732732,
  23.742124181881813,
  93.5209573883001,
  60.532620683478,
  36.276436190541055,
  45.48996804213989,
  8.930920180887867,
  6.25624176291568,
  53.151891997471154,
  24.508461683146834,
  42.22468269908364,
  32.66962234871439,
  5.691905971179178,
  49.97618017249931,
  87.87300274461481,
  19.57945446303458,
  60.32021266467123,
  61.66116557959812,
  45.986438456687104,
  25.304230852295056,
  102.11153027426292,
  148.87970902580844,
  16.61455447342704,
  7.8494966657787035,
  54.21445351567776,
  11.949770590505523,
  28.998950730131686,
  100.55003756716334,
  41.81566717296854,
  74.53383247716316,
  33.5150831978602,
  16.90453182876394,
  5.629186824885663,
  69.18724649020288,
  26.000838939527103,
  59.435200155312224,
  103.47523192152549,
  107.7111632992451,
  30.083381371901584,
  268.5642374032629,
  142.52950227619345,
  18.550544512424644,
  139.8513273328976,
  43.04340061534341,
  14.692975156436813,
  115.0960595969387,
  73.14032137643895,
  71.95023631480586,
  54.339563776373794,
  23.238851373878923,
  131.66664572279316,
  52.73387718046088,
  9.861254862384865,
  32.00822371485907,
  16.910496507651278,
  68.90356205438697,
  269.9132407900245,
  64.49575861149253,
  124.85643303068409,
  39.511127557962205,
  91.76423247235068,
  6.764593627793432,
  111.5602525371554,
  85.4567061610669,
  21.080163806721863,
  82.07935338481865,
  63.94594008709294,
  26.766222305051024,
  39.15618375913145,
  74.15804739668167,
  86.35212724888908,
  55.29287644603997,
  35.64142785769269,
  70.45829013720504,
  38.43115533025872,
  49.12266839768508,
  73.57040844084106,
  33.25372052595609,
  57.491887092323196,
  17.291175687555366,
  27.420216570973174,
  6.504417881957894,
  23.465144074667336,
  183.732071333421,
  53.83106316360971,
  37.48288588958727,
  35.17741261950319,
  39.448327625082186,
  51.02234811653243,
  127.3473550405355,
  7.725599861376957,
  24.101879550217497,
  106.86471551526529,
  41.0704593049761,
  34.0561653681961,
  11.48499280538791,
  8.12837562883155,
  88.99266590935004,
  29.67799332696311,
  15.34044013162996,
  210.1230808058353,
  26.369382274919214,
  95.86226299700272,
  31.661378520688373,
  62.9631108190239,
  34.97782346325477,
  47.85144220566298,
  46.01806227587023,
  30.184912438968635,
  17.342458540751004,
  13.296129700607054,
  9.308711592746901,
  18.06809565591455,
  94.43120998672875,
  21.145741195491315,
  27.662462279384307,
  107.51227450912145,
  76.95402201351081,
  55.927338263868116,
  33.798135388385624,
  9.222988523689683,
  11.958454638200651,
  180.34920572890175,
  97.63953775895962,
  24.29709424416669,
  27.846923451915167,
  89.03085665333344,
  21.705800855586546,
  19.815399079638926,
  85.81193278222626,
  5.340349558063269,
  34.69562061643222,
  15.632687226091159,
  262.6443051284485,
  12.245692579045377,
  70.6821790053542,
  20.430846936601334,
  ...])

Energy spectrum

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

([2480673.582225723,
  2664537.697159833,
  3089030.841996592,
  3135821.6880239965,
  3162384.375,
  3164672.4283008976,
  3229359.6997785363,
  3266194.3418424353,
  3266277.0461595044,
  3266295.8549343324,
  3299292.1875,
  3316742.8787896554,
  3368365.1418910786,
  3404250.0,
  3405079.3531936025,
  3406796.807516036,
  3411665.625,
  3433072.4476706344,
  3454534.641818421,
  3456122.985607132,
  3554697.8902042382,
  3582097.974279912,
  3610179.6875,
  3610268.75,
  3622957.8972828737,
  3624078.963716003,
  3639093.190687953,
  3645067.1875,
  3657142.1875,
  3659601.4924677643,
  3660830.402387557,
  3734124.5663351263,
  3763373.064232577,
  3791462.113985248,
  3834210.049169245,
  3849986.9757096223,
  3855228.0335767386,
  3857097.2109206966,
  3860109.375,
  3911212.485497579,
  3911953.125,
  3926485.524047884,
  3949782.8125,
  3949820.0254143397,
  4117177.8081529336,
  4146228.4667068166,
  4170525.1018191827,
  4243845.409394896,
  4344644.879735931,
  5187024.97423677,
  6342600.504333162,
  6342856.25,
  6695451.5625,
  6706190.625,
  6896115.983757688,
  6920696.875,
  6964023.684820061,
  6964285.9375,
  7267343.75,
  7267352.936488461,
  7269903.189236156,
  8014241.6828923905,
  9486049.74935744,
  9486695.897186363,
  9486908.613200568,
  9488045.3125,
  9491610.180251325,
  9493128.642126419,
  9494637.5,
  9504803.303502152,
  9890990.474048685,
  10008365.56740397,
  10012250.588177094,
  10030396.875,
  10031238.843484977,
  10105628.125,
  10143855.991648784,
  10165881.640948983,
  10170699.356280508,
  10271659.344567366,
  10273635.992560554,
  10292768.049985921,
  10297416.320959207,
  10298271.59830592,
  10298346.125354992,
  10398958.744814392,
  10484129.755874619,
  10487198.4375,
  10487233.162179193,
  11167506.081558507,
  11325714.0625,
  11398644.172178596,
  11467412.687557282,
  11493352.706996676,
  11535587.612227282,
  11536634.375,
  11538609.302974535,
  11683287.491834134,
  11684610.467761714,
  11688131.802743228,
  11704594.3697811,
  11819384.712427977,
  11823329.6875,
  11829848.679420015,
  11891960.436772995,
  11896271.972917212,
  11907818.75,
  11970648.118548598,
  12010732.677193278,
  12020195.041238189,
  12023216.924796918,
  12028138.773497017,
  12028274.236505363,
  12042399.070529355,
  12051074.381203528,
  12079946.200082928,
  12102410.9375,
  12103018.595155507,
  12107818.137719793,
  12110478.569592832,
  12113729.913944768,
  12120833.805195134,
  12121768.523022845,
  12123391.811037548,
  12128733.347489139,
  12130812.133277766,
  12130909.239553709,
  12144488.213282872,
  12149264.541970605,
  12176453.125,
  12178817.977423333,
  12178898.4375,
  12180716.604004214,
  12181989.0625,
  12182277.825871602,
  12183345.153859142,
  12189333.162672397,
  12194264.13072575,
  12199308.68808227,
  12206129.125670666,
  12214651.431845436,
  12261359.48821791,
  12278712.070366489,
  12279884.431579104,
  12282932.730182316,
  12314676.70533515,
  12324254.129431069,
  12337740.593114832,
  12341873.434560498,
  12342628.125,
  12345187.5,
  12345302.97618563,
  12348837.73682657,
  12355543.07126002,
  12370770.375678996,
  12370803.938198796,
  12371102.016370917,
  12375646.875,
  12462620.3125,
  12463284.48124967,
  12463752.245539846,
  12464034.67816015,
  12465684.375,
  12465709.051585449,
  12471024.91987934,
  12472266.663401552,
  12476205.532797137,
  12485569.242758384,
  12486079.6875,
  12777777.609318445,
  12789100.279746765,
  12801784.528863406,
  12900720.82604678,
  13002993.75,
  13005848.372538762,
  13011302.832578517,
  13017449.060066534,
  13060171.875,
  13141823.590165948,
  13375376.478926647,
  13383499.541723108,
  13385559.021159204,
  13449370.3125,
  13486504.112999624,
  13487008.826589173,
  13489182.164818885,
  13489292.1875,
  13491588.785093188,
  13499168.75,
  13505395.470679631,
  13532300.546756055,
  13540450.627959462,
  13573244.063691583,
  13699092.1875,
  13730252.939166747,
  13735480.685700119,
  13737584.375,
  13743055.234913632,
  13748482.8125,
  13748485.9375,
  13748502.561773492,
  13752438.517812269,
  13752922.412427906,
  13753544.770883514,
  13753910.733661434,
  13754267.1875,
  13756123.916560473,
  13757490.008923745,
  13760457.480501533,
  13761267.25242163,
  13769257.11726975,
  13790046.476733495,
  13793885.614561826,
  13804037.770964913,
  13811637.887388913,
  13815327.344257459,
  13828755.299041854,
  13838901.126325924,
  13848492.557397012,
  13887403.204282967,
  13900007.46868446,
  13910354.233614637,
  13979787.984636873,
  13993544.987985406,
  14040968.270358859,
  14052390.625,
  14073666.392863499,
  14073718.913888091,
  14164749.081437094,
  14240278.125,
  14246203.125,
  14248731.944086436,
  14269134.196570221,
  14334295.155641269,
  14457264.0625,
  14579959.65192299,
  14580489.54643153,
  14585087.414383803,
  14756599.90036217,
  14933280.181221897,
  15023109.375,
  15024876.440317597,
  15027921.461813867,
  15030339.0625,
  15032282.098589748,
  15040253.827247195,
  15180928.125740811,
  15204429.955636783,
  15205262.5,
  15214101.427255636,
  15218331.91777297,
  15368389.385962872,
  15375173.32957374,
  15391718.113908408,
  15458681.25,
  15747728.079933826,
  15780115.625,
  15901803.29373315,
  15914776.947981903,
  15915747.317876205,
  15916351.333112918,
  15917831.020393573,
  15917842.160729583,
  15925348.312034125,
  15926756.25,
  15940145.3125,
  15961869.282973211,
  15980258.90498025,
  16018312.010318885,
  16024855.168340737,
  16073298.178570732,
  16073896.064919008,
  16073988.075216755,
  16075072.894171575,
  16168468.75,
  16201648.213407993,
  16202950.080337994,
  16205196.875307241,
  16239092.451564046,
  16278193.75,
  16310767.1875,
  16328752.896792622,
  16328797.65984742,
  16331319.212260237,
  16380592.857879357,
  16383656.2509735,
  16383962.515637357,
  16384430.990287062,
  16385425.191596013,
  16385629.993056547,
  16385923.4375,
  16387076.5625,
  16387196.829474268,
  16387198.4375,
  16387353.484883208,
  16387647.479476089,
  16388040.625,
  16389248.189802295,
  16389601.5625,
  16389740.625,
  16389773.701547902,
  16390378.125,
  16390418.75,
  16390725.72399553,
  16390735.717934204,
  16390896.362644274,
  16391879.715553537,
  16393260.85674447,
  16396939.0625,
  16397002.829988552,
  16404612.32567947,
  16404630.45998236,
  16406774.296132408,
  16406783.26850804,
  16406962.5,
  16419315.625,
  16428159.686321497,
  16430470.24027114,
  16430817.58595107,
  16430851.802268362,
  16431489.0625,
  16438244.392299758,
  16439318.406929964,
  16439791.83774565,
  16441510.949919172,
  16504285.337760517,
  16505187.933820434,
  16515881.25,
  16516323.140753672,
  16520527.319518263,
  16527104.6875,
  16527662.868279245,
  16527734.690658858,
  16527807.218721991,
  16527837.594644072,
  16528375.084986744,
  16529278.125,
  16530154.027286053,
  16530787.332821144,
  16530868.523246711,
  16530961.477614759,
  16531300.05237371,
  16531718.703651594,
  16532098.4375,
  16532903.125,
  16533482.045712186,
  16533921.81494153,
  16535787.04986102,
  16535939.783035707,
  16536331.25,
  16546483.672674935,
  16546693.245908676,
  16552129.094844114,
  16553588.67093929,
  16559352.307859601,
  16575973.4375,
  16582412.35003174,
  16588879.41528765,
  16590188.217970153,
  16615673.392243594,
  16622013.748029852,
  16753943.533792816,
  16909824.059403025,
  17016308.959198862,
  17037345.3125,
  17099397.05308881,
  17102675.0,
  17103837.5,
  17114118.084039338,
  17142151.751973253,
  17208904.6875,
  17229987.064526618,
  17232949.246761035,
  17239876.865131717,
  17239929.761218127,
  17282107.34872623,
  17328577.11932339,
  17331431.25,
  17331948.4375,
  17335167.31832233,
  17341543.696875677,
  17353925.890301056,
  17354765.979015,
  17361518.671469484,
  17363180.418214556,
  17367944.966300443,
  17368539.606100857,
  17378454.644457787,
  17391610.206158895,
  17393001.31519203,
  17393516.884547137,
  17396806.25,
  17401088.139182642,
  17401432.535563476,
  17418013.73577528,
  17418287.44860314,
  17421138.01573738,
  17423581.25,
  17446172.84860025,
  17468356.415509075,
  17470105.80368848,
  17472123.99014444,
  17472772.950808674,
  17473612.5,
  17473908.359141916,
  17473932.56187043,
  17474258.84816506,
  17474565.625,
  17474601.550004814,
  17474837.89294876,
  17474993.75,
  17475092.761924997,
  17475134.908214618,
  17475218.75,
  17475253.161606614,
  17475263.226762984,
  17475306.25,
  17475328.113450993,
  17475329.380128015,
  17475385.9375,
  17475407.61143313,
  17475414.78437969,
  17475566.77910805,
  17475601.5625,
  17475721.349491704,
  17475843.823142115,
  17475884.798125338,
  17476392.70947703,
  17476406.637198657,
  17476419.871150948,
  17476465.594578378,
  17476469.773195352,
  17476562.5,
  17476696.393123474,
  17476726.64923172,
  17476749.971440442,
  17476756.23537271,
  17477049.764421023,
  17480282.692816578,
  17494937.4748236,
  17504523.769237883,
  17505651.5625,
  17508110.6881523,
  17528776.887718998,
  17531233.96289838,
  17532398.4375,
  17543741.5804558,
  17604699.952274274,
  17607483.549282484,
  17656225.10490013,
  17669344.84920712,
  17691782.59309305,
  17708718.75,
  17710492.92882505,
  17710889.513589643,
  17711467.60886424,
  17714453.822340276,
  17726880.668830846,
  17743212.31501974,
  17749814.78256805,
  17750885.9375,
  17750918.681614976,
  17751739.0625,
  17752427.863200206,
  17753124.310386024,
  17753429.194483425,
  17753602.77819617,
  17754152.946187265,
  17754193.382131424,
  17754242.05875818,
  17755108.91715655,
  17755149.218131572,
  17755506.879718184,
  17755804.65876839,
  17758083.276519906,
  17758683.887747176,
  17759689.3631269,
  17759982.633315627,
  17760336.54799186,
  17760422.30391898,
  17763002.475832734,
  17765148.65215117,
  17766616.332910888,
  17767656.25,
  17768105.204641417,
  17768473.886883557,
  17768477.937036045,
  17769325.359484103,
  17769340.416229967,
  17769346.7684946,
  17769372.340149797,
  17770704.225511365,
  17775431.05798304,
  17775767.00770532,
  17780976.616371002,
  17791310.9375,
  17794527.358375814,
  17797478.13051171,
  17798146.898057465,
  17798274.58108209,
  17802468.21769561,
  17804272.47317461,
  17809641.78446573,
  17812031.017977033,
  17813560.607777454,
  17817429.136037897,
  17818087.5,
  17818098.095451724,
  17818207.236704923,
  17818714.0625,
  17818910.9375,
  17818915.302320335,
  17821457.405219354,
  17821720.62431989,
  17821933.809219338,
  17822618.8984958,
  17823384.375,
  17823450.638655063,
  17823814.200751513,
  17824036.74127679,
  17824128.125,
  17825062.5,
  17826485.852775857,
  17826524.593505446,
  17827110.843992777,
  17827222.279950507,
  17827250.0,
  17827960.9375,
  17828010.9375,
  17828130.707851887,
  17828610.9375,
  17828621.875,
  17829014.789311357,
  17830800.70985544,
  17831437.90579991,
  17832321.592434544,
  17834030.430119585,
  17837128.485676106,
  17838821.835411124,
  17839402.652163804,
  17847213.182238277,
  17865374.875410683,
  17868125.802205533,
  17885867.943051137,
  17892792.306735292,
  17906626.060547728,
  17907070.241207138,
  17928384.375,
  17934651.536628693,
  17949626.5625,
  17974028.2678819,
  17974556.257760882,
  17975544.425724655,
  17982675.0,
  17983567.7225639,
  17983853.125,
  17983887.898073345,
  17984948.4375,
  17986059.18858879,
  17986721.64104433,
  17987730.984090332,
  17987867.464778565,
  17988127.284598596,
  17989021.36708593,
  17990010.64830841,
  17990051.816148415,
  17990096.875,
  17992787.619145464,
  17993038.249814298,
  17994120.75123371,
  18040133.98981495,
  18051184.375,
  18051418.569675196,
  18053676.081528313,
  18100234.375,
  18128143.75,
  18130060.9375,
  18132707.8125,
  18150292.136903066,
  18150808.16373582,
  18151188.81065048,
  18151386.90738582,
  18151540.625,
  18152450.943543065,
  18152885.089985598,
  18154427.64094383,
  18154718.75,
  18155229.503583375,
  18156516.29486835,
  18158290.678097967,
  18158512.77851838,
  18170849.6778624,
  18171120.3125,
  18179103.086175255,
  18179917.745654806,
  18180375.0,
  18181437.974773217,
  18194219.513557818,
  18215650.0,
  18215664.0625,
  18217516.724663988,
  18218508.28675308,
  18220145.3125,
  18220153.125,
  18220701.35252501,
  18221191.855564546,
  18221799.690496888,
  18221931.52302492,
  18222215.666947253,
  18222352.796394736,
  18222966.926187977,
  18225564.0625,
  18226007.8125,
  18229215.625,
  18232443.29345169,
  18264051.5625,
  18285308.56827439,
  18299984.448337734,
  18303545.3125,
  18315120.104120553,
  18319495.79820923,
  18320960.451103453,
  18323526.267259937,
  18324129.43226749,
  18327157.94927318,
  18332232.8125,
  18333181.169491604,
  18333283.743753858,
  18333759.818405308,
  18337895.3125,
  18358954.630768713,
  18371019.00398074,
  18444509.375,
  18453696.672685675,
  18485961.870038453,
  18529125.484034564,
  18546962.24149448,
  18546979.05995804,
  18547673.968793705,
  18551965.120022636,
  18553213.689568136,
  18553914.61781625,
  18554126.819427285,
  18554162.00721626,
  18554715.788025636,
  18555067.07286871,
  18555338.409977376,
  18555471.922950543,
  18555596.875,
  18555609.375,
  18555702.294223975,
  18555908.457210638,
  18555921.591760173,
  18556080.087477718,
  18556255.884267163,
  18557246.697245233,
  18557889.0625,
  18558263.4973245,
  18558467.097419508,
  18558507.751048844,
  18558532.475801054,
  18558623.796560373,
  18561017.1875,
  18561674.908529337,
  18563335.556531627,
  18563521.84675892,
  18564090.573962476,
  18581067.889630087,
  18636204.06466231,
  18639478.507921394,
  18639829.6875,
  18643675.0,
  18669727.39190764,
  18678390.41084662,
  18712310.9375,
  18784573.041703753,
  18787620.177512653,
  18790014.0625,
  18790037.70154964,
  18792367.00426464,
  18792691.84933754,
  18792716.37501673,
  18806812.195612147,
  18808809.728802428,
  18808935.60465649,
  18809431.714262567,
  18809434.068469606,
  18809453.917600725,
  18809467.968701437,
  18810251.365194347,
  18810286.09682533,
  18810326.842464056,
  18810426.322003543,
  18810649.214301437,
  18810728.2162429,
  18810786.285768274,
  18810859.20135986,
  18811210.841584753,
  18811251.464179713,
  18811252.922629416,
  18811337.097978465,
  18811359.40416356,
  18811416.808654826,
  18811458.988977823,
  18811518.93045318,
  18811558.61886789,
  18811712.313133445,
  18811809.375,
  18811879.236757267,
  18811945.387775823,
  18811945.908741564,
  18812195.40710168,
  18812241.815553144,
  18812684.234702483,
  18812929.6875,
  18813005.884225,
  18813355.34114245,
  18813447.35601788,
  19007937.01234479,
  19042834.375,
  19052422.62982927,
  19052872.40295172,
  19076200.013629813,
  19172616.715089917,
  19172771.191168696,
  19179954.6875,
  19181775.757390633,
  19208516.531061325,
  19263355.59962704,
  19266131.25,
  19267130.844304245,
  19267131.197002005,
  19267889.0625,
  19268274.721466262,
  21688417.43216779,
  21694214.756476656,
  21695420.864835143,
  21695583.417290926,
  21695586.23773795,
  21696273.70920324,
  21698007.8125,
  21699986.498201612,
  21701154.6875,
  21701623.4375,
  21702267.19509386,
  21702740.625,
  21703562.408426095,
  21703795.18184047,
  21704073.353201274,
  21704079.9571726,
  21704095.3125,
  21704208.865231667,
  21705600.586798545,
  21706239.41823996,
  21706390.37473543,
  21708266.777543966,
  21708338.978228755,
  21709313.98410213,
  21709422.5582322,
  21709437.5,
  21710882.96571212,
  21710935.552715804,
  21710973.22307841,
  21711724.42109094,
  21711892.1875,
  21712151.58908164,
  21712320.3125,
  21712676.5625,
  21712783.19849731,
  21712891.361406486,
  21713629.6875,
  21714229.6875,
  21714850.7194522,
  21715647.987026278,
  21715965.267974257,
  21716524.73576512,
  21717779.6875,
  21718502.355351053,
  21718534.292341486,
  21718749.738893013,
  21718777.19064748,
  21719748.4375,
  21719979.6875,
  21720229.6875,
  21720514.976489358,
  21720841.724899143,
  21720920.3125,
  21721675.616319202,
  21722652.589094274,
  21722853.89954625,
  21726167.1875,
  21728679.6875,
  21729712.5,
  21731933.838981185,
  21732106.817212865,
  21736546.497095622,
  21738377.631166853,
  21744345.2006879,
  21747585.375991642,
  21767507.8125,
  21781165.0431335,
  21783767.1875,
  21784420.3125,
  21784631.713452216,
  21784818.635796387,
  21784839.0625,
  21784935.980425477,
  21785286.34293771,
  21786155.081057142,
  21786414.16513628,
  21786454.73341385,
  21786742.532328088,
  21789181.822826937,
  21789481.21921336,
  21789747.480302233,
  21790721.85911064,
  21790850.0,
  21790904.716086168,
  21790989.037350044,
  21791016.884093456,
  21791073.879112035,
  21799550.0,
  21804729.31510181,
  21808753.412444603,
  21809424.813807484,
  21810947.071610935,
  21810962.05973532,
  21812151.679230582,
  21813421.46672278,
  21814468.881340515,
  21814850.23003474,
  21815034.375,
  21815332.62817436,
  21816396.875,
  21817865.992100522,
  21819321.262642287,
  21820846.262368597,
  21821952.980629813,
  21822666.77446376,
  21822900.0,
  21824280.07825316,
  21824842.131931163,
  21824990.08671681,
  21824993.092563983,
  21825389.59733102,
  21825390.86641902,
  21826276.5625,
  21826298.140588023,
  21826506.25,
  21826701.586921025,
  21826806.25,
  21826930.65321288,
  21826961.46110577,
  21828004.60848299,
  21828649.417571638,
  21829278.486604646,
  21829418.75,
  21829529.4715607,
  21830721.875,
  21830789.0625,
  21831465.563996736,
  21831658.384294234,
  21831756.25,
  21832740.342213675,
  21833444.33988492,
  21834334.375,
  21834393.75,
  21834413.933536977,
  21834843.11399762,
  21836230.735083353,
  21836257.725283828,
  21836406.25,
  21836513.81959096,
  21838598.914270412,
  21838802.963248715,
  21839657.57657705,
  21839666.639719475,
  21840353.705793776,
  21840663.346582856,
  21841082.31272078,
  21841180.131992,
  21841792.14825261,
  21842146.68760654,
  21842882.8125,
  21843093.75,
  21843376.941631857,
  21843389.695642855,
  21843443.75,
  21843577.031642947,
  21843753.125,
  21844065.34207774,
  21844267.65906137,
  21844426.5625,
  21844853.0716192,
  21845022.309580546,
  21845092.458011013,
  21845337.72724371,
  21845367.3885907,
  21846065.625,
  21846650.0,
  21846730.96979769,
  21847498.4375,
  21848192.08589352,
  21848394.345220532,
  21849413.24022625,
  21849535.9375,
  21849626.48417003,
  21849745.620311625,
  21849769.0624161,
  21849957.8125,
  21850112.5,
  21850126.49417809,
  21850168.72859814,
  21850189.23314935,
  21850440.625,
  21850606.816535052,
  21851133.026685033,
  21851228.56069425,
  21851639.0625,
  21852888.98359442,
  21853121.875,
  21853267.1875,
  21853432.8125,
  21853938.829655968,
  21854181.2554426,
  21854687.676515248,
  21854818.6828063,
  21854904.14508419,
  21854915.12016486,
  21855061.03688914,
  21855063.14222461,
  21855322.968204103,
  21855571.875,
  21855765.625,
  21855981.031189665,
  21856981.8139545,
  21857798.03145872,
  21857999.866600484,
  21858003.125,
  21858324.031220675,
  21858357.8125,
  21859250.0,
  21859570.817152068,
  21859712.441604618,
  21860218.859647334,
  21860426.239807785,
  21860631.98060563,
  21861404.291540183,
  21861662.5,
  21862053.61882598,
  21862146.875,
  21862187.5,
  21862867.608612936,
  21862994.076099142,
  21863090.53112645,
  21863226.07325347,
  21863250.0,
  21863272.74536819,
  21863503.34215609,
  21863629.375857316,
  21863815.625,
  21863819.9742369,
  21863961.038369752,
  21864003.80054696,
  21864067.068139,
  21864101.5625,
  21864103.125,
  21864142.1875,
  21864145.20808217,
  21864187.100926954,
  21864373.4375,
  21864463.053672988,
  21864599.692039244,
  21864604.176540233,
  21864628.09804126,
  21864683.446022514,
  21864716.193821426,
  21864890.089459337,
  21865564.622365415,
  21865812.5,
  21865834.375,
  21865846.875,
  21865884.455277145,
  21866124.86893844,
  21866128.598558687,
  21866154.712294575,
  21866220.3125,
  21866443.628727943,
  21866840.9040585,
  21869396.875,
  21869415.695267405,
  21869526.21751897,
  21869535.9375,
  21869537.45404861,
  21869840.625,
  21870505.456309993,
  21870551.231554583,
  21870597.081475697,
  21870726.07103089,
  21870826.629788708,
  ...],
 [7.1600225241698645,
  27.42098525581905,
  41.560192384645674,
  14.273719937049798,
  42.44347035201874,
  7.274911848367404,
  63.023989847705124,
  17.806817794303782,
  17.172868846363592,
  14.13470205311468,
  58.98743346824136,
  44.44679114115188,
  10.448138017862464,
  85.77264052989274,
  105.62807656050416,
  6.750108290734043,
  95.60631742146117,
  12.15871888444411,
  63.96841195194411,
  8.97645451982829,
  78.90904229146223,
  5.191778947256143,
  36.18181267094893,
  94.71775388862301,
  59.7626273821794,
  19.517759109285034,
  30.133048955689354,
  76.23554006767525,
  42.66831798906281,
  35.798388757073,
  12.465184801214441,
  13.511469638847771,
  53.463915284634496,
  40.98672421694663,
  28.296765533208557,
  84.62770497502436,
  54.26210351111916,
  8.47258245725581,
  48.418998201844374,
  32.8717872212477,
  36.590798777744546,
  22.40220979196596,
  85.98904021163787,
  13.949616720912914,
  58.95564977707772,
  9.638074696647841,
  15.344337666451178,
  15.324152729951615,
  10.512541215526971,
  28.02494450082138,
  31.057187146372375,
  64.02834382064486,
  66.20442780193318,
  79.19370868003904,
  9.65436676089362,
  92.61014189034447,
  15.976144229112043,
  43.62338701840592,
  40.97753862916702,
  25.287585103466814,
  5.9450191869496445,
  61.973896854652565,
  9.128096773710233,
  5.362364051849664,
  19.226527980015547,
  56.52023482204798,
  7.35053926795314,
  17.3625154618463,
  80.89053044881814,
  5.623996227850001,
  6.733739905597387,
  7.106393273865563,
  9.883733715919425,
  62.40283770383074,
  14.167641719746799,
  138.70387516176143,
  24.29773630374515,
  30.567055576845924,
  6.641455436410101,
  56.612933300654,
  15.155611330665305,
  26.03417662956191,
  6.002395411513563,
  30.31695824399841,
  12.690652673896771,
  24.508286036243526,
  11.23628947397735,
  61.28393673110566,
  8.480574918167585,
  14.336137718685189,
  52.19586984702328,
  8.523206073996642,
  49.000649347489826,
  37.91090541831269,
  12.026039833977027,
  45.0582554114543,
  50.302836770199065,
  9.32450800486786,
  112.76501389214144,
  27.404921680502333,
  91.45168774106716,
  14.822468372619145,
  85.0961349984277,
  15.951402543077776,
  62.38176168253308,
  18.926198966033468,
  76.33385728840459,
  23.51164505135326,
  26.110132302820865,
  10.728622960828066,
  50.67474992276097,
  60.62940432543842,
  19.213801260887912,
  21.55176578799552,
  7.393779280413901,
  8.819237531068824,
  31.68393481858445,
  36.695016954020744,
  76.11567101113538,
  39.36050106452688,
  42.74084972669048,
  6.197795334741791,
  105.56208534073436,
  161.33507392237325,
  17.466049836928708,
  9.039443307359262,
  31.444893521982657,
  6.165554121239307,
  5.176680611862434,
  102.12503992518602,
  8.753699074057556,
  91.2256988897534,
  10.323646652586449,
  96.48620458979416,
  32.677465769360964,
  131.99893731379473,
  9.64615104103046,
  11.236049294196954,
  5.764844391577202,
  62.55460995084296,
  14.46585129655927,
  5.9493262423986835,
  57.55769105446358,
  22.206971712952498,
  11.00143137333509,
  104.87961697363733,
  13.169773538890562,
  44.570838987839835,
  40.432169908134625,
  75.0712490954611,
  33.822418458002694,
  5.039045017728451,
  11.519222314028166,
  8.816635460135016,
  11.227916790182249,
  24.715084946508835,
  5.736265536669514,
  37.825447642039975,
  74.90455694180076,
  11.297944869476398,
  6.0011810443549125,
  7.716693533983694,
  40.27735001735671,
  33.58681825832208,
  11.004740587769886,
  85.23249655029372,
  19.56933701815666,
  17.223880622722454,
  55.71550726382651,
  21.33808179214541,
  73.83080714004265,
  18.04728770984187,
  8.578198076151205,
  28.552127943004393,
  9.277072238510543,
  8.137765460708815,
  23.555819906882082,
  62.21265203927187,
  101.11625391578522,
  26.97432091625531,
  58.309481374501104,
  53.06719121255615,
  49.39020059900021,
  47.00698780575219,
  35.79809354755697,
  7.971400369244496,
  47.12616078909549,
  84.13850258874947,
  83.24465374151264,
  15.58075766083655,
  48.33412799335479,
  9.92553505722486,
  70.16115106839283,
  74.15611913553217,
  6.2440017477734,
  20.874790902662735,
  47.43734757775937,
  12.106692399591417,
  55.922007545042604,
  53.89456610268037,
  62.998403868266465,
  21.058605772214957,
  17.480313036660746,
  5.8935864737261054,
  25.0620351184409,
  76.30056045484622,
  17.147238261205278,
  20.408386021995184,
  23.350433360603255,
  15.597700318314885,
  20.8185916006284,
  22.57174985918887,
  15.933279001277592,
  23.29332856281303,
  16.656885140334253,
  29.99842428408156,
  5.6487963239286305,
  13.273806166482995,
  16.56755432884231,
  7.632166909805022,
  128.84279933534188,
  81.00903397067644,
  43.65708403141713,
  23.442572235301128,
  61.1943452443885,
  85.75447041381005,
  108.57495524577126,
  5.044316607266004,
  29.429277300359633,
  47.89909155805644,
  108.57989381344747,
  51.262575774162606,
  28.825152827181,
  33.89864136694298,
  32.80070437930872,
  16.11367247381004,
  7.254751119074034,
  10.996469228331831,
  23.265664437633475,
  9.786945853425168,
  65.62451479637811,
  10.941951477200504,
  160.71034508062812,
  80.24842741722361,
  121.36481527214568,
  12.436976896193382,
  18.274602936715922,
  16.07251587015113,
  58.01843304969843,
  5.60660565776788,
  12.361030833992354,
  8.465372118635125,
  26.559125045241565,
  20.23506084061112,
  45.2870467537544,
  76.51810366285243,
  67.5351740610492,
  31.862149792466088,
  27.6247954305916,
  7.2429490475050615,
  14.133784381990669,
  14.133070893845108,
  69.93568245099934,
  14.483926071675334,
  59.29215635044208,
  55.31014878460934,
  27.66374724839327,
  21.797474951765928,
  8.043556761608658,
  32.60330506086633,
  14.03861591474203,
  18.872373599787466,
  37.68526937973317,
  13.208925704553637,
  51.52751518778784,
  48.155461091505046,
  13.496497775892994,
  21.78772720698101,
  54.37992171541393,
  39.175896681925494,
  52.71020387154805,
  48.22207022068031,
  30.132947048652532,
  9.755452725531017,
  12.366722861034571,
  119.59675961910486,
  11.152237282783684,
  10.74465547459968,
  17.04019353359549,
  6.306590845622334,
  29.909813843224686,
  51.21293744949745,
  9.293202991530476,
  32.16029993056861,
  21.952586191424263,
  12.225233904271715,
  32.89912901247533,
  61.677092705545434,
  54.70512012256765,
  51.23893113881498,
  6.115995149982115,
  39.1291141063905,
  124.86346791843437,
  117.75205798092347,
  10.801020246902063,
  72.06910392769403,
  15.049525443539045,
  27.023365941250784,
  33.7986378063549,
  5.44924520099173,
  5.695752879256612,
  10.082843136367684,
  64.40927956555285,
  9.749237572899759,
  39.20212037817825,
  42.82203038205221,
  198.3682779573261,
  62.49333697267573,
  97.86198593971196,
  29.04927822580584,
  39.587385855733785,
  46.22518441473285,
  81.56750208767679,
  52.81013821887335,
  14.989057720731413,
  63.648263224290645,
  9.727296028830077,
  97.91133988376866,
  91.75694826025773,
  10.065589228936721,
  34.8235211716203,
  81.06255623196002,
  5.727146264133838,
  14.660755060551638,
  7.146554952114998,
  86.08946512487279,
  67.42433837565974,
  7.380714691279827,
  7.543870756724745,
  35.76497623136573,
  9.834058737492567,
  35.307273716487856,
  25.012445210230382,
  29.696780323218007,
  58.47509757911051,
  29.958616270456535,
  5.934192281718876,
  31.22596942787866,
  28.064720381326776,
  78.61188757211845,
  92.21253175173591,
  121.81121332801482,
  123.01892321246928,
  36.65489856837606,
  31.91897184406185,
  37.5081940395698,
  93.59770529411647,
  56.49149765163441,
  25.48308217401651,
  14.77177400480668,
  74.2998973240386,
  8.17545953330754,
  24.00818609268494,
  111.52522304623393,
  116.63151864893712,
  24.071485662657295,
  41.941877105626816,
  72.52271125885406,
  23.964771364617935,
  21.87444988768448,
  31.991995176720856,
  10.509040815196283,
  19.291129583441236,
  54.89586883259745,
  5.167081994092252,
  49.082015530873974,
  30.771116006323222,
  79.80033844452178,
  113.94086741683748,
  8.356991546394724,
  82.02799514360659,
  19.931659521188422,
  16.487559918559786,
  63.17029257120146,
  24.474733961181677,
  58.753660772105874,
  15.2937200756588,
  27.700843527410846,
  10.149267065407516,
  77.07393584797019,
  35.00261784271639,
  84.17478584078424,
  18.778008642606487,
  5.036907717807954,
  12.192258672045565,
  85.26155781568593,
  17.354532823218843,
  125.96099462688017,
  20.649864253880224,
  15.612251399211768,
  5.121076895662448,
  101.88602613655254,
  21.626896700976005,
  28.90594218187561,
  17.534482322074563,
  74.55865595916086,
  37.97670230594676,
  54.05172818713474,
  20.418266347601254,
  16.685553110699797,
  46.50683444441323,
  43.82609166880603,
  36.370564202496425,
  124.583992861896,
  21.413894643206813,
  25.29870407579032,
  72.97254946957193,
  42.83392454815357,
  31.182884871561797,
  62.86957539781749,
  35.92298385841848,
  18.656931103947095,
  13.584142133204505,
  156.0216578576497,
  13.25672354519822,
  135.30300146671794,
  8.523768579859041,
  12.054990756857757,
  16.65590648774941,
  76.8228165803019,
  8.270555115375723,
  27.33904741681231,
  69.9703539810459,
  110.56634556152957,
  5.3449024709643975,
  27.971885455130575,
  11.104920120999138,
  8.165807954263203,
  5.337837227646414,
  7.114849236898948,
  22.107462171439174,
  51.711821764066976,
  14.413084768507701,
  15.306297018821759,
  27.532200165539237,
  56.158653322082415,
  80.03621991348723,
  57.32030424020036,
  22.07288632416339,
  123.3476581772182,
  56.31066004006834,
  5.602020251390158,
  30.26974517569722,
  12.524821805703665,
  5.0771920534360335,
  20.00088213938126,
  200.8097182463145,
  54.887316113443354,
  125.16970861644408,
  7.88623474158733,
  58.0944283624484,
  34.58599155112273,
  54.571722507918324,
  14.029467141587322,
  19.789426929988885,
  13.345212775746255,
  5.909762252645167,
  25.432864788519925,
  13.703101158953215,
  5.16237407610045,
  8.972116707683597,
  64.15251636268592,
  9.927397582790467,
  69.27585887884354,
  11.939720311310735,
  21.62120961676225,
  34.71433802734526,
  53.17628421044806,
  12.237942154256391,
  11.871567368341442,
  88.96525007916021,
  18.232937126042216,
  20.70659877500261,
  46.04356448939372,
  26.644406721987462,
  16.984277553383063,
  32.89525243250452,
  11.740286854500953,
  13.82936728173306,
  19.66329706968943,
  17.070332796493837,
  13.431369904406722,
  23.355545347541984,
  25.418064489129854,
  32.69927562168212,
  30.778144995716954,
  5.6596453688754105,
  8.289494160933481,
  6.090500276482424,
  13.553735221348548,
  83.6506363007145,
  54.95008355128189,
  74.17890112701629,
  40.778102324046486,
  10.648681359321715,
  13.187279076404678,
  72.71552664600772,
  28.678001968441954,
  13.123146425227969,
  70.574736530866,
  82.63603600549816,
  23.02838034307139,
  36.12424099482643,
  5.046838124734334,
  13.149427809745543,
  11.368028820500292,
  79.0061805715579,
  26.579342905712736,
  5.467731902139963,
  18.451347345807722,
  37.889404079576444,
  44.500818839549886,
  26.954352039119307,
  22.479494664204825,
  10.984628231812026,
  16.031249798546238,
  50.32291103084124,
  69.2989022264226,
  39.26434965702228,
  145.30042894487983,
  122.70080444318972,
  46.735223558635774,
  12.491974299449979,
  18.573847003708256,
  5.213885233113688,
  80.04003930246292,
  18.802539757457833,
  5.971443121426323,
  27.407577309001123,
  21.768422099384697,
  115.9800952061056,
  26.283701278216988,
  20.694564281408102,
  15.487304450629424,
  11.31933811561876,
  5.379625416425004,
  27.189632961259065,
  43.503293609617295,
  22.81284667686134,
  57.64089132642803,
  15.515588659119178,
  14.971173016322608,
  19.03912302933523,
  113.60036420705121,
  37.38816851075332,
  48.521003741843806,
  21.432932354756858,
  72.79561142121548,
  25.31887620304955,
  10.780703867471704,
  32.59117380586875,
  8.438859509051492,
  8.70929877650121,
  15.637049657463862,
  8.139347875317211,
  16.005273669984582,
  87.93756238834035,
  11.319189674481207,
  15.03822997452751,
  9.732139468948498,
  8.09287339763637,
  101.66339472411774,
  14.296029023186824,
  10.450844743440875,
  39.0321616769297,
  36.269105105639234,
  38.283140589225326,
  36.024314530232395,
  44.10931229080219,
  34.50999269905071,
  24.38592004561652,
  56.06588780773903,
  69.19083705974697,
  16.375497272788007,
  25.40595279810465,
  22.031195400009604,
  29.291142994081095,
  14.283969114297719,
  69.98630970293095,
  15.176257561444627,
  44.954666500088265,
  28.21974374319464,
  49.37050802884475,
  93.5444043978365,
  63.71069381457758,
  31.148503171857186,
  17.123437225350226,
  19.800022313167702,
  78.83867206741552,
  59.828369585267055,
  21.872018674401485,
  131.65476990985846,
  50.46379642917748,
  62.055571097698575,
  14.197342391774168,
  23.35120545614419,
  87.82152759127109,
  11.583077001190135,
  182.5749609178531,
  62.57546290391886,
  65.88970693136434,
  63.321023503101785,
  63.13160277048493,
  85.14160476747097,
  16.874774161667183,
  75.02364607480872,
  139.23940942915345,
  37.985133687798154,
  68.24578139072284,
  7.529569928090201,
  104.51896297877161,
  10.443979041038354,
  14.933593128886143,
  112.17482046009475,
  9.449793704101051,
  129.88580593765718,
  27.02767753043821,
  12.980413873311226,
  23.822511784944787,
  28.584530016233153,
  9.283889960743869,
  25.289872749991886,
  59.16628096285675,
  55.2139970577373,
  20.287746255245978,
  11.979136095416345,
  24.29565287471139,
  12.98980384673254,
  7.8074069936613295,
  47.73287184967057,
  13.688070502153673,
  27.481553159904227,
  16.020423740314765,
  28.281841499154137,
  27.280604302571362,
  26.44747052165473,
  20.09554400378487,
  50.41869637603377,
  84.03718113305801,
  47.0305748408699,
  10.03758963410049,
  5.263554955852041,
  48.47949576971567,
  16.721987676874697,
  66.21445363456547,
  14.304676151177507,
  31.300449392139907,
  10.345986206876354,
  74.77715095694819,
  84.22431014411457,
  23.29301571122545,
  73.41379415333206,
  39.61359962790383,
  32.44462709024095,
  22.768794001191672,
  27.9779164240859,
  36.99494840137485,
  99.1507533396967,
  99.66967545450545,
  9.677627371094292,
  55.81560731805399,
  69.4298342099626,
  6.378001561779418,
  24.912958243302345,
  46.57901797246259,
  22.599630468405035,
  32.0163899327411,
  49.08729316147925,
  15.769715752123341,
  17.63996316653885,
  19.261855959739634,
  25.319293925317254,
  5.913328807441294,
  76.04015997080425,
  28.682923317160796,
  12.574150743102017,
  7.043139853597584,
  19.165914289973884,
  26.20488329405064,
  32.373453542274966,
  7.661897659975937,
  23.714506608170872,
  9.136004750088235,
  29.87357745303808,
  9.40976453041764,
  22.160025492172213,
  57.91359189846254,
  50.14788089288071,
  5.700529084753074,
  25.083427206226396,
  22.529531310980243,
  60.791222005404144,
  8.095907738544424,
  9.025020448524378,
  11.421988966247696,
  19.269233828893565,
  14.274086234518295,
  49.57806008181782,
  54.15459710265971,
  9.395874671897314,
  5.7457850862406525,
  48.20932083378359,
  141.46138242292375,
  26.030239536626016,
  66.58900988554551,
  13.709330184451664,
  9.952857740280011,
  9.774185172014803,
  8.950506274287298,
  78.85762636767468,
  106.25393080387182,
  17.425064297253165,
  20.662144276748197,
  21.77281142363108,
  19.83636674466078,
  66.01388637497355,
  31.60266847825537,
  29.72705677444928,
  20.11365752013942,
  59.3748196302831,
  10.54773237302715,
  14.743281678421258,
  88.4859763084547,
  13.976475256756595,
  15.963979028123267,
  18.465595057427866,
  128.8756662078432,
  12.225897984131263,
  11.631833994939845,
  86.19158000337987,
  48.90762638129077,
  136.44182587044799,
  64.93355602215757,
  227.8588040692493,
  151.53376033052035,
  82.09935722816257,
  26.836217679836043,
  9.223313887902481,
  34.996082278072706,
  22.81118452788809,
  54.26031584926977,
  7.428712980560579,
  50.562916423515254,
  11.733337662507196,
  14.066336582273259,
  13.579611185169048,
  108.9717844113475,
  27.064565314692643,
  60.29756224078796,
  78.34095127355249,
  27.70322337294556,
  5.035118684335168,
  16.95050855402417,
  13.115006132928455,
  77.26748590531034,
  11.169511374355842,
  30.427758971336168,
  84.27818804500161,
  16.64973049909019,
  64.6559384389011,
  204.43665842040608,
  87.3660480063265,
  202.1371514206797,
  290.4996440781657,
  89.54721903903265,
  7.5103847722702435,
  70.98295788976351,
  32.85324540183139,
  26.990220724276625,
  105.14943328406298,
  102.63852954951221,
  30.985501829114217,
  44.14083855795924,
  134.94127190233007,
  85.0405463086655,
  21.874469570032986,
  70.1039611788162,
  48.57868506335135,
  21.142246207917776,
  28.30665847886814,
  77.93026091208009,
  30.563056001140072,
  105.70652669962851,
  21.141163814299546,
  13.182793381719268,
  6.220605042562657,
  21.554839243144684,
  14.5317986141734,
  50.94107294795851,
  73.79139727332428,
  27.14476637679526,
  65.72204794839743,
  29.69686062475219,
  68.32432260331117,
  20.38611580164499,
  65.0787917039945,
  69.4957540784931,
  177.35180815045013,
  11.804132206896906,
  7.640786142713144,
  23.029908392338108,
  39.78143521813519,
  28.49467961955453,
  39.37433958757998,
  7.2902085489577315,
  92.7586187697307,
  110.06289282401389,
  7.128986421021439,
  14.846508288834954,
  20.616218623103588,
  204.91769240038926,
  56.075246526328165,
  9.035192458315139,
  20.080681418567867,
  82.0263424888539,
  17.722878648882833,
  51.47169716865889,
  25.201475430701045,
  9.008498668039874,
  8.357275446932496,
  162.4152215233459,
  62.15197037353749,
  14.282597657623253,
  123.21078059182884,
  11.754463418507902,
  53.44323225589125,
  29.67187247340498,
  38.50943549212009,
  106.9886286514273,
  78.87133827196243,
  77.80622207023698,
  40.866551092556804,
  21.1195205901134,
  294.2874167778053,
  182.94699804736877,
  15.949112438401725,
  41.96208915442277,
  7.045530161904066,
  119.29201350305145,
  15.035415149667392,
  46.068538796901606,
  13.06856131771795,
  17.3998812728032,
  49.18605666077262,
  36.82693115349082,
  17.993220549199975,
  57.04016558702675,
  14.177726792344036,
  77.40154034032611,
  118.31842133901395,
  14.815540955458832,
  17.68465197236512,
  35.480217657539356,
  32.62573978732732,
  23.742124181881813,
  93.5209573883001,
  60.532620683478,
  36.276436190541055,
  45.48996804213989,
  8.930920180887867,
  6.25624176291568,
  53.151891997471154,
  24.508461683146834,
  42.22468269908364,
  32.66962234871439,
  5.691905971179178,
  49.97618017249931,
  87.87300274461481,
  19.57945446303458,
  60.32021266467123,
  61.66116557959812,
  45.986438456687104,
  25.304230852295056,
  102.11153027426292,
  148.87970902580844,
  16.61455447342704,
  7.8494966657787035,
  54.21445351567776,
  11.949770590505523,
  28.998950730131686,
  100.55003756716334,
  41.81566717296854,
  74.53383247716316,
  33.5150831978602,
  16.90453182876394,
  5.629186824885663,
  69.18724649020288,
  26.000838939527103,
  59.435200155312224,
  103.47523192152549,
  107.7111632992451,
  30.083381371901584,
  268.5642374032629,
  142.52950227619345,
  18.550544512424644,
  139.8513273328976,
  43.04340061534341,
  14.692975156436813,
  115.0960595969387,
  73.14032137643895,
  71.95023631480586,
  54.339563776373794,
  23.238851373878923,
  131.66664572279316,
  52.73387718046088,
  9.861254862384865,
  32.00822371485907,
  16.910496507651278,
  68.90356205438697,
  269.9132407900245,
  64.49575861149253,
  124.85643303068409,
  39.511127557962205,
  91.76423247235068,
  6.764593627793432,
  111.5602525371554,
  85.4567061610669,
  21.080163806721863,
  82.07935338481865,
  63.94594008709294,
  26.766222305051024,
  39.15618375913145,
  74.15804739668167,
  86.35212724888908,
  55.29287644603997,
  35.64142785769269,
  70.45829013720504,
  38.43115533025872,
  49.12266839768508,
  73.57040844084106,
  33.25372052595609,
  57.491887092323196,
  17.291175687555366,
  27.420216570973174,
  6.504417881957894,
  23.465144074667336,
  183.732071333421,
  53.83106316360971,
  37.48288588958727,
  35.17741261950319,
  39.448327625082186,
  51.02234811653243,
  127.3473550405355,
  7.725599861376957,
  24.101879550217497,
  106.86471551526529,
  41.0704593049761,
  34.0561653681961,
  11.48499280538791,
  8.12837562883155,
  88.99266590935004,
  29.67799332696311,
  15.34044013162996,
  210.1230808058353,
  26.369382274919214,
  95.86226299700272,
  31.661378520688373,
  62.9631108190239,
  34.97782346325477,
  47.85144220566298,
  46.01806227587023,
  30.184912438968635,
  17.342458540751004,
  13.296129700607054,
  9.308711592746901,
  18.06809565591455,
  94.43120998672875,
  21.145741195491315,
  27.662462279384307,
  107.51227450912145,
  76.95402201351081,
  55.927338263868116,
  33.798135388385624,
  9.222988523689683,
  11.958454638200651,
  180.34920572890175,
  97.63953775895962,
  24.29709424416669,
  27.846923451915167,
  89.03085665333344,
  21.705800855586546,
  19.815399079638926,
  85.81193278222626,
  5.340349558063269,
  34.69562061643222,
  15.632687226091159,
  262.6443051284485,
  12.245692579045377,
  70.6821790053542,
  20.430846936601334,
  ...])

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);

([2480673.582225723,
  2664537.697159833,
  3089030.841996592,
  3135821.6880239965,
  3162384.375,
  3164672.4283008976,
  3229359.6997785363,
  3266194.3418424353,
  3266277.0461595044,
  3266295.8549343324,
  3299292.1875,
  3316742.8787896554,
  3368365.1418910786,
  3404250.0,
  3405079.3531936025,
  3406796.807516036,
  3411665.625,
  3433072.4476706344,
  3454534.641818421,
  3456122.985607132,
  3554697.8902042382,
  3582097.974279912,
  3610179.6875,
  3610268.75,
  3622957.8972828737,
  3624078.963716003,
  3639093.190687953,
  3645067.1875,
  3657142.1875,
  3659601.4924677643,
  3660830.402387557,
  3734124.5663351263,
  3763373.064232577,
  3791462.113985248,
  3834210.049169245,
  3849986.9757096223,
  3855228.0335767386,
  3857097.2109206966,
  3860109.375,
  3911212.485497579,
  3911953.125,
  3926485.524047884,
  3949782.8125,
  3949820.0254143397,
  4117177.8081529336,
  4146228.4667068166,
  4170525.1018191827,
  4243845.409394896,
  4344644.879735931,
  5187024.97423677,
  6342600.504333162,
  6342856.25,
  6695451.5625,
  6706190.625,
  6896115.983757688,
  6920696.875,
  6964023.684820061,
  6964285.9375,
  7267343.75,
  7267352.936488461,
  7269903.189236156,
  8014241.6828923905,
  9486049.74935744,
  9486695.897186363,
  9486908.613200568,
  9488045.3125,
  9491610.180251325,
  9493128.642126419,
  9494637.5,
  9504803.303502152,
  9890990.474048685,
  10008365.56740397,
  10012250.588177094,
  10030396.875,
  10031238.843484977,
  10105628.125,
  10143855.991648784,
  10165881.640948983,
  10170699.356280508,
  10271659.344567366,
  10273635.992560554,
  10292768.049985921,
  10297416.320959207,
  10298271.59830592,
  10298346.125354992,
  10398958.744814392,
  10484129.755874619,
  10487198.4375,
  10487233.162179193,
  11167506.081558507,
  11325714.0625,
  11398644.172178596,
  11467412.687557282,
  11493352.706996676,
  11535587.612227282,
  11536634.375,
  11538609.302974535,
  11683287.491834134,
  11684610.467761714,
  11688131.802743228,
  11704594.3697811,
  11819384.712427977,
  11823329.6875,
  11829848.679420015,
  11891960.436772995,
  11896271.972917212,
  11907818.75,
  11970648.118548598,
  12010732.677193278,
  12020195.041238189,
  12023216.924796918,
  12028138.773497017,
  12028274.236505363,
  12042399.070529355,
  12051074.381203528,
  12079946.200082928,
  12102410.9375,
  12103018.595155507,
  12107818.137719793,
  12110478.569592832,
  12113729.913944768,
  12120833.805195134,
  12121768.523022845,
  12123391.811037548,
  12128733.347489139,
  12130812.133277766,
  12130909.239553709,
  12144488.213282872,
  12149264.541970605,
  12176453.125,
  12178817.977423333,
  12178898.4375,
  12180716.604004214,
  12181989.0625,
  12182277.825871602,
  12183345.153859142,
  12189333.162672397,
  12194264.13072575,
  12199308.68808227,
  12206129.125670666,
  12214651.431845436,
  12261359.48821791,
  12278712.070366489,
  12279884.431579104,
  12282932.730182316,
  12314676.70533515,
  12324254.129431069,
  12337740.593114832,
  12341873.434560498,
  12342628.125,
  12345187.5,
  12345302.97618563,
  12348837.73682657,
  12355543.07126002,
  12370770.375678996,
  12370803.938198796,
  12371102.016370917,
  12375646.875,
  12462620.3125,
  12463284.48124967,
  12463752.245539846,
  12464034.67816015,
  12465684.375,
  12465709.051585449,
  12471024.91987934,
  12472266.663401552,
  12476205.532797137,
  12485569.242758384,
  12486079.6875,
  12777777.609318445,
  12789100.279746765,
  12801784.528863406,
  12900720.82604678,
  13002993.75,
  13005848.372538762,
  13011302.832578517,
  13017449.060066534,
  13060171.875,
  13141823.590165948,
  13375376.478926647,
  13383499.541723108,
  13385559.021159204,
  13449370.3125,
  13486504.112999624,
  13487008.826589173,
  13489182.164818885,
  13489292.1875,
  13491588.785093188,
  13499168.75,
  13505395.470679631,
  13532300.546756055,
  13540450.627959462,
  13573244.063691583,
  13699092.1875,
  13730252.939166747,
  13735480.685700119,
  13737584.375,
  13743055.234913632,
  13748482.8125,
  13748485.9375,
  13748502.561773492,
  13752438.517812269,
  13752922.412427906,
  13753544.770883514,
  13753910.733661434,
  13754267.1875,
  13756123.916560473,
  13757490.008923745,
  13760457.480501533,
  13761267.25242163,
  13769257.11726975,
  13790046.476733495,
  13793885.614561826,
  13804037.770964913,
  13811637.887388913,
  13815327.344257459,
  13828755.299041854,
  13838901.126325924,
  13848492.557397012,
  13887403.204282967,
  13900007.46868446,
  13910354.233614637,
  13979787.984636873,
  13993544.987985406,
  14040968.270358859,
  14052390.625,
  14073666.392863499,
  14073718.913888091,
  14164749.081437094,
  14240278.125,
  14246203.125,
  14248731.944086436,
  14269134.196570221,
  14334295.155641269,
  14457264.0625,
  14579959.65192299,
  14580489.54643153,
  14585087.414383803,
  14756599.90036217,
  14933280.181221897,
  15023109.375,
  15024876.440317597,
  15027921.461813867,
  15030339.0625,
  15032282.098589748,
  15040253.827247195,
  15180928.125740811,
  15204429.955636783,
  15205262.5,
  15214101.427255636,
  15218331.91777297,
  15368389.385962872,
  15375173.32957374,
  15391718.113908408,
  15458681.25,
  15747728.079933826,
  15780115.625,
  15901803.29373315,
  15914776.947981903,
  15915747.317876205,
  15916351.333112918,
  15917831.020393573,
  15917842.160729583,
  15925348.312034125,
  15926756.25,
  15940145.3125,
  15961869.282973211,
  15980258.90498025,
  16018312.010318885,
  16024855.168340737,
  16073298.178570732,
  16073896.064919008,
  16073988.075216755,
  16075072.894171575,
  16168468.75,
  16201648.213407993,
  16202950.080337994,
  16205196.875307241,
  16239092.451564046,
  16278193.75,
  16310767.1875,
  16328752.896792622,
  16328797.65984742,
  16331319.212260237,
  16380592.857879357,
  16383656.2509735,
  16383962.515637357,
  16384430.990287062,
  16385425.191596013,
  16385629.993056547,
  16385923.4375,
  16387076.5625,
  16387196.829474268,
  16387198.4375,
  16387353.484883208,
  16387647.479476089,
  16388040.625,
  16389248.189802295,
  16389601.5625,
  16389740.625,
  16389773.701547902,
  16390378.125,
  16390418.75,
  16390725.72399553,
  16390735.717934204,
  16390896.362644274,
  16391879.715553537,
  16393260.85674447,
  16396939.0625,
  16397002.829988552,
  16404612.32567947,
  16404630.45998236,
  16406774.296132408,
  16406783.26850804,
  16406962.5,
  16419315.625,
  16428159.686321497,
  16430470.24027114,
  16430817.58595107,
  16430851.802268362,
  16431489.0625,
  16438244.392299758,
  16439318.406929964,
  16439791.83774565,
  16441510.949919172,
  16504285.337760517,
  16505187.933820434,
  16515881.25,
  16516323.140753672,
  16520527.319518263,
  16527104.6875,
  16527662.868279245,
  16527734.690658858,
  16527807.218721991,
  16527837.594644072,
  16528375.084986744,
  16529278.125,
  16530154.027286053,
  16530787.332821144,
  16530868.523246711,
  16530961.477614759,
  16531300.05237371,
  16531718.703651594,
  16532098.4375,
  16532903.125,
  16533482.045712186,
  16533921.81494153,
  16535787.04986102,
  16535939.783035707,
  16536331.25,
  16546483.672674935,
  16546693.245908676,
  16552129.094844114,
  16553588.67093929,
  16559352.307859601,
  16575973.4375,
  16582412.35003174,
  16588879.41528765,
  16590188.217970153,
  16615673.392243594,
  16622013.748029852,
  16753943.533792816,
  16909824.059403025,
  17016308.959198862,
  17037345.3125,
  17099397.05308881,
  17102675.0,
  17103837.5,
  17114118.084039338,
  17142151.751973253,
  17208904.6875,
  17229987.064526618,
  17232949.246761035,
  17239876.865131717,
  17239929.761218127,
  17282107.34872623,
  17328577.11932339,
  17331431.25,
  17331948.4375,
  17335167.31832233,
  17341543.696875677,
  17353925.890301056,
  17354765.979015,
  17361518.671469484,
  17363180.418214556,
  17367944.966300443,
  17368539.606100857,
  17378454.644457787,
  17391610.206158895,
  17393001.31519203,
  17393516.884547137,
  17396806.25,
  17401088.139182642,
  17401432.535563476,
  17418013.73577528,
  17418287.44860314,
  17421138.01573738,
  17423581.25,
  17446172.84860025,
  17468356.415509075,
  17470105.80368848,
  17472123.99014444,
  17472772.950808674,
  17473612.5,
  17473908.359141916,
  17473932.56187043,
  17474258.84816506,
  17474565.625,
  17474601.550004814,
  17474837.89294876,
  17474993.75,
  17475092.761924997,
  17475134.908214618,
  17475218.75,
  17475253.161606614,
  17475263.226762984,
  17475306.25,
  17475328.113450993,
  17475329.380128015,
  17475385.9375,
  17475407.61143313,
  17475414.78437969,
  17475566.77910805,
  17475601.5625,
  17475721.349491704,
  17475843.823142115,
  17475884.798125338,
  17476392.70947703,
  17476406.637198657,
  17476419.871150948,
  17476465.594578378,
  17476469.773195352,
  17476562.5,
  17476696.393123474,
  17476726.64923172,
  17476749.971440442,
  17476756.23537271,
  17477049.764421023,
  17480282.692816578,
  17494937.4748236,
  17504523.769237883,
  17505651.5625,
  17508110.6881523,
  17528776.887718998,
  17531233.96289838,
  17532398.4375,
  17543741.5804558,
  17604699.952274274,
  17607483.549282484,
  17656225.10490013,
  17669344.84920712,
  17691782.59309305,
  17708718.75,
  17710492.92882505,
  17710889.513589643,
  17711467.60886424,
  17714453.822340276,
  17726880.668830846,
  17743212.31501974,
  17749814.78256805,
  17750885.9375,
  17750918.681614976,
  17751739.0625,
  17752427.863200206,
  17753124.310386024,
  17753429.194483425,
  17753602.77819617,
  17754152.946187265,
  17754193.382131424,
  17754242.05875818,
  17755108.91715655,
  17755149.218131572,
  17755506.879718184,
  17755804.65876839,
  17758083.276519906,
  17758683.887747176,
  17759689.3631269,
  17759982.633315627,
  17760336.54799186,
  17760422.30391898,
  17763002.475832734,
  17765148.65215117,
  17766616.332910888,
  17767656.25,
  17768105.204641417,
  17768473.886883557,
  17768477.937036045,
  17769325.359484103,
  17769340.416229967,
  17769346.7684946,
  17769372.340149797,
  17770704.225511365,
  17775431.05798304,
  17775767.00770532,
  17780976.616371002,
  17791310.9375,
  17794527.358375814,
  17797478.13051171,
  17798146.898057465,
  17798274.58108209,
  17802468.21769561,
  17804272.47317461,
  17809641.78446573,
  17812031.017977033,
  17813560.607777454,
  17817429.136037897,
  17818087.5,
  17818098.095451724,
  17818207.236704923,
  17818714.0625,
  17818910.9375,
  17818915.302320335,
  17821457.405219354,
  17821720.62431989,
  17821933.809219338,
  17822618.8984958,
  17823384.375,
  17823450.638655063,
  17823814.200751513,
  17824036.74127679,
  17824128.125,
  17825062.5,
  17826485.852775857,
  17826524.593505446,
  17827110.843992777,
  17827222.279950507,
  17827250.0,
  17827960.9375,
  17828010.9375,
  17828130.707851887,
  17828610.9375,
  17828621.875,
  17829014.789311357,
  17830800.70985544,
  17831437.90579991,
  17832321.592434544,
  17834030.430119585,
  17837128.485676106,
  17838821.835411124,
  17839402.652163804,
  17847213.182238277,
  17865374.875410683,
  17868125.802205533,
  17885867.943051137,
  17892792.306735292,
  17906626.060547728,
  17907070.241207138,
  17928384.375,
  17934651.536628693,
  17949626.5625,
  17974028.2678819,
  17974556.257760882,
  17975544.425724655,
  17982675.0,
  17983567.7225639,
  17983853.125,
  17983887.898073345,
  17984948.4375,
  17986059.18858879,
  17986721.64104433,
  17987730.984090332,
  17987867.464778565,
  17988127.284598596,
  17989021.36708593,
  17990010.64830841,
  17990051.816148415,
  17990096.875,
  17992787.619145464,
  17993038.249814298,
  17994120.75123371,
  18040133.98981495,
  18051184.375,
  18051418.569675196,
  18053676.081528313,
  18100234.375,
  18128143.75,
  18130060.9375,
  18132707.8125,
  18150292.136903066,
  18150808.16373582,
  18151188.81065048,
  18151386.90738582,
  18151540.625,
  18152450.943543065,
  18152885.089985598,
  18154427.64094383,
  18154718.75,
  18155229.503583375,
  18156516.29486835,
  18158290.678097967,
  18158512.77851838,
  18170849.6778624,
  18171120.3125,
  18179103.086175255,
  18179917.745654806,
  18180375.0,
  18181437.974773217,
  18194219.513557818,
  18215650.0,
  18215664.0625,
  18217516.724663988,
  18218508.28675308,
  18220145.3125,
  18220153.125,
  18220701.35252501,
  18221191.855564546,
  18221799.690496888,
  18221931.52302492,
  18222215.666947253,
  18222352.796394736,
  18222966.926187977,
  18225564.0625,
  18226007.8125,
  18229215.625,
  18232443.29345169,
  18264051.5625,
  18285308.56827439,
  18299984.448337734,
  18303545.3125,
  18315120.104120553,
  18319495.79820923,
  18320960.451103453,
  18323526.267259937,
  18324129.43226749,
  18327157.94927318,
  18332232.8125,
  18333181.169491604,
  18333283.743753858,
  18333759.818405308,
  18337895.3125,
  18358954.630768713,
  18371019.00398074,
  18444509.375,
  18453696.672685675,
  18485961.870038453,
  18529125.484034564,
  18546962.24149448,
  18546979.05995804,
  18547673.968793705,
  18551965.120022636,
  18553213.689568136,
  18553914.61781625,
  18554126.819427285,
  18554162.00721626,
  18554715.788025636,
  18555067.07286871,
  18555338.409977376,
  18555471.922950543,
  18555596.875,
  18555609.375,
  18555702.294223975,
  18555908.457210638,
  18555921.591760173,
  18556080.087477718,
  18556255.884267163,
  18557246.697245233,
  18557889.0625,
  18558263.4973245,
  18558467.097419508,
  18558507.751048844,
  18558532.475801054,
  18558623.796560373,
  18561017.1875,
  18561674.908529337,
  18563335.556531627,
  18563521.84675892,
  18564090.573962476,
  18581067.889630087,
  18636204.06466231,
  18639478.507921394,
  18639829.6875,
  18643675.0,
  18669727.39190764,
  18678390.41084662,
  18712310.9375,
  18784573.041703753,
  18787620.177512653,
  18790014.0625,
  18790037.70154964,
  18792367.00426464,
  18792691.84933754,
  18792716.37501673,
  18806812.195612147,
  18808809.728802428,
  18808935.60465649,
  18809431.714262567,
  18809434.068469606,
  18809453.917600725,
  18809467.968701437,
  18810251.365194347,
  18810286.09682533,
  18810326.842464056,
  18810426.322003543,
  18810649.214301437,
  18810728.2162429,
  18810786.285768274,
  18810859.20135986,
  18811210.841584753,
  18811251.464179713,
  18811252.922629416,
  18811337.097978465,
  18811359.40416356,
  18811416.808654826,
  18811458.988977823,
  18811518.93045318,
  18811558.61886789,
  18811712.313133445,
  18811809.375,
  18811879.236757267,
  18811945.387775823,
  18811945.908741564,
  18812195.40710168,
  18812241.815553144,
  18812684.234702483,
  18812929.6875,
  18813005.884225,
  18813355.34114245,
  18813447.35601788,
  19007937.01234479,
  19042834.375,
  19052422.62982927,
  19052872.40295172,
  19076200.013629813,
  19172616.715089917,
  19172771.191168696,
  19179954.6875,
  19181775.757390633,
  19208516.531061325,
  19263355.59962704,
  19266131.25,
  19267130.844304245,
  19267131.197002005,
  19267889.0625,
  19268274.721466262,
  21688417.43216779,
  21694214.756476656,
  21695420.864835143,
  21695583.417290926,
  21695586.23773795,
  21696273.70920324,
  21698007.8125,
  21699986.498201612,
  21701154.6875,
  21701623.4375,
  21702267.19509386,
  21702740.625,
  21703562.408426095,
  21703795.18184047,
  21704073.353201274,
  21704079.9571726,
  21704095.3125,
  21704208.865231667,
  21705600.586798545,
  21706239.41823996,
  21706390.37473543,
  21708266.777543966,
  21708338.978228755,
  21709313.98410213,
  21709422.5582322,
  21709437.5,
  21710882.96571212,
  21710935.552715804,
  21710973.22307841,
  21711724.42109094,
  21711892.1875,
  21712151.58908164,
  21712320.3125,
  21712676.5625,
  21712783.19849731,
  21712891.361406486,
  21713629.6875,
  21714229.6875,
  21714850.7194522,
  21715647.987026278,
  21715965.267974257,
  21716524.73576512,
  21717779.6875,
  21718502.355351053,
  21718534.292341486,
  21718749.738893013,
  21718777.19064748,
  21719748.4375,
  21719979.6875,
  21720229.6875,
  21720514.976489358,
  21720841.724899143,
  21720920.3125,
  21721675.616319202,
  21722652.589094274,
  21722853.89954625,
  21726167.1875,
  21728679.6875,
  21729712.5,
  21731933.838981185,
  21732106.817212865,
  21736546.497095622,
  21738377.631166853,
  21744345.2006879,
  21747585.375991642,
  21767507.8125,
  21781165.0431335,
  21783767.1875,
  21784420.3125,
  21784631.713452216,
  21784818.635796387,
  21784839.0625,
  21784935.980425477,
  21785286.34293771,
  21786155.081057142,
  21786414.16513628,
  21786454.73341385,
  21786742.532328088,
  21789181.822826937,
  21789481.21921336,
  21789747.480302233,
  21790721.85911064,
  21790850.0,
  21790904.716086168,
  21790989.037350044,
  21791016.884093456,
  21791073.879112035,
  21799550.0,
  21804729.31510181,
  21808753.412444603,
  21809424.813807484,
  21810947.071610935,
  21810962.05973532,
  21812151.679230582,
  21813421.46672278,
  21814468.881340515,
  21814850.23003474,
  21815034.375,
  21815332.62817436,
  21816396.875,
  21817865.992100522,
  21819321.262642287,
  21820846.262368597,
  21821952.980629813,
  21822666.77446376,
  21822900.0,
  21824280.07825316,
  21824842.131931163,
  21824990.08671681,
  21824993.092563983,
  21825389.59733102,
  21825390.86641902,
  21826276.5625,
  21826298.140588023,
  21826506.25,
  21826701.586921025,
  21826806.25,
  21826930.65321288,
  21826961.46110577,
  21828004.60848299,
  21828649.417571638,
  21829278.486604646,
  21829418.75,
  21829529.4715607,
  21830721.875,
  21830789.0625,
  21831465.563996736,
  21831658.384294234,
  21831756.25,
  21832740.342213675,
  21833444.33988492,
  21834334.375,
  21834393.75,
  21834413.933536977,
  21834843.11399762,
  21836230.735083353,
  21836257.725283828,
  21836406.25,
  21836513.81959096,
  21838598.914270412,
  21838802.963248715,
  21839657.57657705,
  21839666.639719475,
  21840353.705793776,
  21840663.346582856,
  21841082.31272078,
  21841180.131992,
  21841792.14825261,
  21842146.68760654,
  21842882.8125,
  21843093.75,
  21843376.941631857,
  21843389.695642855,
  21843443.75,
  21843577.031642947,
  21843753.125,
  21844065.34207774,
  21844267.65906137,
  21844426.5625,
  21844853.0716192,
  21845022.309580546,
  21845092.458011013,
  21845337.72724371,
  21845367.3885907,
  21846065.625,
  21846650.0,
  21846730.96979769,
  21847498.4375,
  21848192.08589352,
  21848394.345220532,
  21849413.24022625,
  21849535.9375,
  21849626.48417003,
  21849745.620311625,
  21849769.0624161,
  21849957.8125,
  21850112.5,
  21850126.49417809,
  21850168.72859814,
  21850189.23314935,
  21850440.625,
  21850606.816535052,
  21851133.026685033,
  21851228.56069425,
  21851639.0625,
  21852888.98359442,
  21853121.875,
  21853267.1875,
  21853432.8125,
  21853938.829655968,
  21854181.2554426,
  21854687.676515248,
  21854818.6828063,
  21854904.14508419,
  21854915.12016486,
  21855061.03688914,
  21855063.14222461,
  21855322.968204103,
  21855571.875,
  21855765.625,
  21855981.031189665,
  21856981.8139545,
  21857798.03145872,
  21857999.866600484,
  21858003.125,
  21858324.031220675,
  21858357.8125,
  21859250.0,
  21859570.817152068,
  21859712.441604618,
  21860218.859647334,
  21860426.239807785,
  21860631.98060563,
  21861404.291540183,
  21861662.5,
  21862053.61882598,
  21862146.875,
  21862187.5,
  21862867.608612936,
  21862994.076099142,
  21863090.53112645,
  21863226.07325347,
  21863250.0,
  21863272.74536819,
  21863503.34215609,
  21863629.375857316,
  21863815.625,
  21863819.9742369,
  21863961.038369752,
  21864003.80054696,
  21864067.068139,
  21864101.5625,
  21864103.125,
  21864142.1875,
  21864145.20808217,
  21864187.100926954,
  21864373.4375,
  21864463.053672988,
  21864599.692039244,
  21864604.176540233,
  21864628.09804126,
  21864683.446022514,
  21864716.193821426,
  21864890.089459337,
  21865564.622365415,
  21865812.5,
  21865834.375,
  21865846.875,
  21865884.455277145,
  21866124.86893844,
  21866128.598558687,
  21866154.712294575,
  21866220.3125,
  21866443.628727943,
  21866840.9040585,
  21869396.875,
  21869415.695267405,
  21869526.21751897,
  21869535.9375,
  21869537.45404861,
  21869840.625,
  21870505.456309993,
  21870551.231554583,
  21870597.081475697,
  21870726.07103089,
  21870826.629788708,
  ...],
 [7.1600225241698645,
  27.42098525581905,
  41.560192384645674,
  14.273719937049798,
  42.44347035201874,
  7.274911848367404,
  63.023989847705124,
  17.806817794303782,
  17.172868846363592,
  14.13470205311468,
  58.98743346824136,
  44.44679114115188,
  10.448138017862464,
  85.77264052989274,
  105.62807656050416,
  6.750108290734043,
  95.60631742146117,
  12.15871888444411,
  63.96841195194411,
  8.97645451982829,
  78.90904229146223,
  5.191778947256143,
  36.18181267094893,
  94.71775388862301,
  59.7626273821794,
  19.517759109285034,
  30.133048955689354,
  76.23554006767525,
  42.66831798906281,
  35.798388757073,
  12.465184801214441,
  13.511469638847771,
  53.463915284634496,
  40.98672421694663,
  28.296765533208557,
  84.62770497502436,
  54.26210351111916,
  8.47258245725581,
  48.418998201844374,
  32.8717872212477,
  36.590798777744546,
  22.40220979196596,
  85.98904021163787,
  13.949616720912914,
  58.95564977707772,
  9.638074696647841,
  15.344337666451178,
  15.324152729951615,
  10.512541215526971,
  28.02494450082138,
  31.057187146372375,
  64.02834382064486,
  66.20442780193318,
  79.19370868003904,
  9.65436676089362,
  92.61014189034447,
  15.976144229112043,
  43.62338701840592,
  40.97753862916702,
  25.287585103466814,
  5.9450191869496445,
  61.973896854652565,
  9.128096773710233,
  5.362364051849664,
  19.226527980015547,
  56.52023482204798,
  7.35053926795314,
  17.3625154618463,
  80.89053044881814,
  5.623996227850001,
  6.733739905597387,
  7.106393273865563,
  9.883733715919425,
  62.40283770383074,
  14.167641719746799,
  138.70387516176143,
  24.29773630374515,
  30.567055576845924,
  6.641455436410101,
  56.612933300654,
  15.155611330665305,
  26.03417662956191,
  6.002395411513563,
  30.31695824399841,
  12.690652673896771,
  24.508286036243526,
  11.23628947397735,
  61.28393673110566,
  8.480574918167585,
  14.336137718685189,
  52.19586984702328,
  8.523206073996642,
  49.000649347489826,
  37.91090541831269,
  12.026039833977027,
  45.0582554114543,
  50.302836770199065,
  9.32450800486786,
  112.76501389214144,
  27.404921680502333,
  91.45168774106716,
  14.822468372619145,
  85.0961349984277,
  15.951402543077776,
  62.38176168253308,
  18.926198966033468,
  76.33385728840459,
  23.51164505135326,
  26.110132302820865,
  10.728622960828066,
  50.67474992276097,
  60.62940432543842,
  19.213801260887912,
  21.55176578799552,
  7.393779280413901,
  8.819237531068824,
  31.68393481858445,
  36.695016954020744,
  76.11567101113538,
  39.36050106452688,
  42.74084972669048,
  6.197795334741791,
  105.56208534073436,
  161.33507392237325,
  17.466049836928708,
  9.039443307359262,
  31.444893521982657,
  6.165554121239307,
  5.176680611862434,
  102.12503992518602,
  8.753699074057556,
  91.2256988897534,
  10.323646652586449,
  96.48620458979416,
  32.677465769360964,
  131.99893731379473,
  9.64615104103046,
  11.236049294196954,
  5.764844391577202,
  62.55460995084296,
  14.46585129655927,
  5.9493262423986835,
  57.55769105446358,
  22.206971712952498,
  11.00143137333509,
  104.87961697363733,
  13.169773538890562,
  44.570838987839835,
  40.432169908134625,
  75.0712490954611,
  33.822418458002694,
  5.039045017728451,
  11.519222314028166,
  8.816635460135016,
  11.227916790182249,
  24.715084946508835,
  5.736265536669514,
  37.825447642039975,
  74.90455694180076,
  11.297944869476398,
  6.0011810443549125,
  7.716693533983694,
  40.27735001735671,
  33.58681825832208,
  11.004740587769886,
  85.23249655029372,
  19.56933701815666,
  17.223880622722454,
  55.71550726382651,
  21.33808179214541,
  73.83080714004265,
  18.04728770984187,
  8.578198076151205,
  28.552127943004393,
  9.277072238510543,
  8.137765460708815,
  23.555819906882082,
  62.21265203927187,
  101.11625391578522,
  26.97432091625531,
  58.309481374501104,
  53.06719121255615,
  49.39020059900021,
  47.00698780575219,
  35.79809354755697,
  7.971400369244496,
  47.12616078909549,
  84.13850258874947,
  83.24465374151264,
  15.58075766083655,
  48.33412799335479,
  9.92553505722486,
  70.16115106839283,
  74.15611913553217,
  6.2440017477734,
  20.874790902662735,
  47.43734757775937,
  12.106692399591417,
  55.922007545042604,
  53.89456610268037,
  62.998403868266465,
  21.058605772214957,
  17.480313036660746,
  5.8935864737261054,
  25.0620351184409,
  76.30056045484622,
  17.147238261205278,
  20.408386021995184,
  23.350433360603255,
  15.597700318314885,
  20.8185916006284,
  22.57174985918887,
  15.933279001277592,
  23.29332856281303,
  16.656885140334253,
  29.99842428408156,
  5.6487963239286305,
  13.273806166482995,
  16.56755432884231,
  7.632166909805022,
  128.84279933534188,
  81.00903397067644,
  43.65708403141713,
  23.442572235301128,
  61.1943452443885,
  85.75447041381005,
  108.57495524577126,
  5.044316607266004,
  29.429277300359633,
  47.89909155805644,
  108.57989381344747,
  51.262575774162606,
  28.825152827181,
  33.89864136694298,
  32.80070437930872,
  16.11367247381004,
  7.254751119074034,
  10.996469228331831,
  23.265664437633475,
  9.786945853425168,
  65.62451479637811,
  10.941951477200504,
  160.71034508062812,
  80.24842741722361,
  121.36481527214568,
  12.436976896193382,
  18.274602936715922,
  16.07251587015113,
  58.01843304969843,
  5.60660565776788,
  12.361030833992354,
  8.465372118635125,
  26.559125045241565,
  20.23506084061112,
  45.2870467537544,
  76.51810366285243,
  67.5351740610492,
  31.862149792466088,
  27.6247954305916,
  7.2429490475050615,
  14.133784381990669,
  14.133070893845108,
  69.93568245099934,
  14.483926071675334,
  59.29215635044208,
  55.31014878460934,
  27.66374724839327,
  21.797474951765928,
  8.043556761608658,
  32.60330506086633,
  14.03861591474203,
  18.872373599787466,
  37.68526937973317,
  13.208925704553637,
  51.52751518778784,
  48.155461091505046,
  13.496497775892994,
  21.78772720698101,
  54.37992171541393,
  39.175896681925494,
  52.71020387154805,
  48.22207022068031,
  30.132947048652532,
  9.755452725531017,
  12.366722861034571,
  119.59675961910486,
  11.152237282783684,
  10.74465547459968,
  17.04019353359549,
  6.306590845622334,
  29.909813843224686,
  51.21293744949745,
  9.293202991530476,
  32.16029993056861,
  21.952586191424263,
  12.225233904271715,
  32.89912901247533,
  61.677092705545434,
  54.70512012256765,
  51.23893113881498,
  6.115995149982115,
  39.1291141063905,
  124.86346791843437,
  117.75205798092347,
  10.801020246902063,
  72.06910392769403,
  15.049525443539045,
  27.023365941250784,
  33.7986378063549,
  5.44924520099173,
  5.695752879256612,
  10.082843136367684,
  64.40927956555285,
  9.749237572899759,
  39.20212037817825,
  42.82203038205221,
  198.3682779573261,
  62.49333697267573,
  97.86198593971196,
  29.04927822580584,
  39.587385855733785,
  46.22518441473285,
  81.56750208767679,
  52.81013821887335,
  14.989057720731413,
  63.648263224290645,
  9.727296028830077,
  97.91133988376866,
  91.75694826025773,
  10.065589228936721,
  34.8235211716203,
  81.06255623196002,
  5.727146264133838,
  14.660755060551638,
  7.146554952114998,
  86.08946512487279,
  67.42433837565974,
  7.380714691279827,
  7.543870756724745,
  35.76497623136573,
  9.834058737492567,
  35.307273716487856,
  25.012445210230382,
  29.696780323218007,
  58.47509757911051,
  29.958616270456535,
  5.934192281718876,
  31.22596942787866,
  28.064720381326776,
  78.61188757211845,
  92.21253175173591,
  121.81121332801482,
  123.01892321246928,
  36.65489856837606,
  31.91897184406185,
  37.5081940395698,
  93.59770529411647,
  56.49149765163441,
  25.48308217401651,
  14.77177400480668,
  74.2998973240386,
  8.17545953330754,
  24.00818609268494,
  111.52522304623393,
  116.63151864893712,
  24.071485662657295,
  41.941877105626816,
  72.52271125885406,
  23.964771364617935,
  21.87444988768448,
  31.991995176720856,
  10.509040815196283,
  19.291129583441236,
  54.89586883259745,
  5.167081994092252,
  49.082015530873974,
  30.771116006323222,
  79.80033844452178,
  113.94086741683748,
  8.356991546394724,
  82.02799514360659,
  19.931659521188422,
  16.487559918559786,
  63.17029257120146,
  24.474733961181677,
  58.753660772105874,
  15.2937200756588,
  27.700843527410846,
  10.149267065407516,
  77.07393584797019,
  35.00261784271639,
  84.17478584078424,
  18.778008642606487,
  5.036907717807954,
  12.192258672045565,
  85.26155781568593,
  17.354532823218843,
  125.96099462688017,
  20.649864253880224,
  15.612251399211768,
  5.121076895662448,
  101.88602613655254,
  21.626896700976005,
  28.90594218187561,
  17.534482322074563,
  74.55865595916086,
  37.97670230594676,
  54.05172818713474,
  20.418266347601254,
  16.685553110699797,
  46.50683444441323,
  43.82609166880603,
  36.370564202496425,
  124.583992861896,
  21.413894643206813,
  25.29870407579032,
  72.97254946957193,
  42.83392454815357,
  31.182884871561797,
  62.86957539781749,
  35.92298385841848,
  18.656931103947095,
  13.584142133204505,
  156.0216578576497,
  13.25672354519822,
  135.30300146671794,
  8.523768579859041,
  12.054990756857757,
  16.65590648774941,
  76.8228165803019,
  8.270555115375723,
  27.33904741681231,
  69.9703539810459,
  110.56634556152957,
  5.3449024709643975,
  27.971885455130575,
  11.104920120999138,
  8.165807954263203,
  5.337837227646414,
  7.114849236898948,
  22.107462171439174,
  51.711821764066976,
  14.413084768507701,
  15.306297018821759,
  27.532200165539237,
  56.158653322082415,
  80.03621991348723,
  57.32030424020036,
  22.07288632416339,
  123.3476581772182,
  56.31066004006834,
  5.602020251390158,
  30.26974517569722,
  12.524821805703665,
  5.0771920534360335,
  20.00088213938126,
  200.8097182463145,
  54.887316113443354,
  125.16970861644408,
  7.88623474158733,
  58.0944283624484,
  34.58599155112273,
  54.571722507918324,
  14.029467141587322,
  19.789426929988885,
  13.345212775746255,
  5.909762252645167,
  25.432864788519925,
  13.703101158953215,
  5.16237407610045,
  8.972116707683597,
  64.15251636268592,
  9.927397582790467,
  69.27585887884354,
  11.939720311310735,
  21.62120961676225,
  34.71433802734526,
  53.17628421044806,
  12.237942154256391,
  11.871567368341442,
  88.96525007916021,
  18.232937126042216,
  20.70659877500261,
  46.04356448939372,
  26.644406721987462,
  16.984277553383063,
  32.89525243250452,
  11.740286854500953,
  13.82936728173306,
  19.66329706968943,
  17.070332796493837,
  13.431369904406722,
  23.355545347541984,
  25.418064489129854,
  32.69927562168212,
  30.778144995716954,
  5.6596453688754105,
  8.289494160933481,
  6.090500276482424,
  13.553735221348548,
  83.6506363007145,
  54.95008355128189,
  74.17890112701629,
  40.778102324046486,
  10.648681359321715,
  13.187279076404678,
  72.71552664600772,
  28.678001968441954,
  13.123146425227969,
  70.574736530866,
  82.63603600549816,
  23.02838034307139,
  36.12424099482643,
  5.046838124734334,
  13.149427809745543,
  11.368028820500292,
  79.0061805715579,
  26.579342905712736,
  5.467731902139963,
  18.451347345807722,
  37.889404079576444,
  44.500818839549886,
  26.954352039119307,
  22.479494664204825,
  10.984628231812026,
  16.031249798546238,
  50.32291103084124,
  69.2989022264226,
  39.26434965702228,
  145.30042894487983,
  122.70080444318972,
  46.735223558635774,
  12.491974299449979,
  18.573847003708256,
  5.213885233113688,
  80.04003930246292,
  18.802539757457833,
  5.971443121426323,
  27.407577309001123,
  21.768422099384697,
  115.9800952061056,
  26.283701278216988,
  20.694564281408102,
  15.487304450629424,
  11.31933811561876,
  5.379625416425004,
  27.189632961259065,
  43.503293609617295,
  22.81284667686134,
  57.64089132642803,
  15.515588659119178,
  14.971173016322608,
  19.03912302933523,
  113.60036420705121,
  37.38816851075332,
  48.521003741843806,
  21.432932354756858,
  72.79561142121548,
  25.31887620304955,
  10.780703867471704,
  32.59117380586875,
  8.438859509051492,
  8.70929877650121,
  15.637049657463862,
  8.139347875317211,
  16.005273669984582,
  87.93756238834035,
  11.319189674481207,
  15.03822997452751,
  9.732139468948498,
  8.09287339763637,
  101.66339472411774,
  14.296029023186824,
  10.450844743440875,
  39.0321616769297,
  36.269105105639234,
  38.283140589225326,
  36.024314530232395,
  44.10931229080219,
  34.50999269905071,
  24.38592004561652,
  56.06588780773903,
  69.19083705974697,
  16.375497272788007,
  25.40595279810465,
  22.031195400009604,
  29.291142994081095,
  14.283969114297719,
  69.98630970293095,
  15.176257561444627,
  44.954666500088265,
  28.21974374319464,
  49.37050802884475,
  93.5444043978365,
  63.71069381457758,
  31.148503171857186,
  17.123437225350226,
  19.800022313167702,
  78.83867206741552,
  59.828369585267055,
  21.872018674401485,
  131.65476990985846,
  50.46379642917748,
  62.055571097698575,
  14.197342391774168,
  23.35120545614419,
  87.82152759127109,
  11.583077001190135,
  182.5749609178531,
  62.57546290391886,
  65.88970693136434,
  63.321023503101785,
  63.13160277048493,
  85.14160476747097,
  16.874774161667183,
  75.02364607480872,
  139.23940942915345,
  37.985133687798154,
  68.24578139072284,
  7.529569928090201,
  104.51896297877161,
  10.443979041038354,
  14.933593128886143,
  112.17482046009475,
  9.449793704101051,
  129.88580593765718,
  27.02767753043821,
  12.980413873311226,
  23.822511784944787,
  28.584530016233153,
  9.283889960743869,
  25.289872749991886,
  59.16628096285675,
  55.2139970577373,
  20.287746255245978,
  11.979136095416345,
  24.29565287471139,
  12.98980384673254,
  7.8074069936613295,
  47.73287184967057,
  13.688070502153673,
  27.481553159904227,
  16.020423740314765,
  28.281841499154137,
  27.280604302571362,
  26.44747052165473,
  20.09554400378487,
  50.41869637603377,
  84.03718113305801,
  47.0305748408699,
  10.03758963410049,
  5.263554955852041,
  48.47949576971567,
  16.721987676874697,
  66.21445363456547,
  14.304676151177507,
  31.300449392139907,
  10.345986206876354,
  74.77715095694819,
  84.22431014411457,
  23.29301571122545,
  73.41379415333206,
  39.61359962790383,
  32.44462709024095,
  22.768794001191672,
  27.9779164240859,
  36.99494840137485,
  99.1507533396967,
  99.66967545450545,
  9.677627371094292,
  55.81560731805399,
  69.4298342099626,
  6.378001561779418,
  24.912958243302345,
  46.57901797246259,
  22.599630468405035,
  32.0163899327411,
  49.08729316147925,
  15.769715752123341,
  17.63996316653885,
  19.261855959739634,
  25.319293925317254,
  5.913328807441294,
  76.04015997080425,
  28.682923317160796,
  12.574150743102017,
  7.043139853597584,
  19.165914289973884,
  26.20488329405064,
  32.373453542274966,
  7.661897659975937,
  23.714506608170872,
  9.136004750088235,
  29.87357745303808,
  9.40976453041764,
  22.160025492172213,
  57.91359189846254,
  50.14788089288071,
  5.700529084753074,
  25.083427206226396,
  22.529531310980243,
  60.791222005404144,
  8.095907738544424,
  9.025020448524378,
  11.421988966247696,
  19.269233828893565,
  14.274086234518295,
  49.57806008181782,
  54.15459710265971,
  9.395874671897314,
  5.7457850862406525,
  48.20932083378359,
  141.46138242292375,
  26.030239536626016,
  66.58900988554551,
  13.709330184451664,
  9.952857740280011,
  9.774185172014803,
  8.950506274287298,
  78.85762636767468,
  106.25393080387182,
  17.425064297253165,
  20.662144276748197,
  21.77281142363108,
  19.83636674466078,
  66.01388637497355,
  31.60266847825537,
  29.72705677444928,
  20.11365752013942,
  59.3748196302831,
  10.54773237302715,
  14.743281678421258,
  88.4859763084547,
  13.976475256756595,
  15.963979028123267,
  18.465595057427866,
  128.8756662078432,
  12.225897984131263,
  11.631833994939845,
  86.19158000337987,
  48.90762638129077,
  136.44182587044799,
  64.93355602215757,
  227.8588040692493,
  151.53376033052035,
  82.09935722816257,
  26.836217679836043,
  9.223313887902481,
  34.996082278072706,
  22.81118452788809,
  54.26031584926977,
  7.428712980560579,
  50.562916423515254,
  11.733337662507196,
  14.066336582273259,
  13.579611185169048,
  108.9717844113475,
  27.064565314692643,
  60.29756224078796,
  78.34095127355249,
  27.70322337294556,
  5.035118684335168,
  16.95050855402417,
  13.115006132928455,
  77.26748590531034,
  11.169511374355842,
  30.427758971336168,
  84.27818804500161,
  16.64973049909019,
  64.6559384389011,
  204.43665842040608,
  87.3660480063265,
  202.1371514206797,
  290.4996440781657,
  89.54721903903265,
  7.5103847722702435,
  70.98295788976351,
  32.85324540183139,
  26.990220724276625,
  105.14943328406298,
  102.63852954951221,
  30.985501829114217,
  44.14083855795924,
  134.94127190233007,
  85.0405463086655,
  21.874469570032986,
  70.1039611788162,
  48.57868506335135,
  21.142246207917776,
  28.30665847886814,
  77.93026091208009,
  30.563056001140072,
  105.70652669962851,
  21.141163814299546,
  13.182793381719268,
  6.220605042562657,
  21.554839243144684,
  14.5317986141734,
  50.94107294795851,
  73.79139727332428,
  27.14476637679526,
  65.72204794839743,
  29.69686062475219,
  68.32432260331117,
  20.38611580164499,
  65.0787917039945,
  69.4957540784931,
  177.35180815045013,
  11.804132206896906,
  7.640786142713144,
  23.029908392338108,
  39.78143521813519,
  28.49467961955453,
  39.37433958757998,
  7.2902085489577315,
  92.7586187697307,
  110.06289282401389,
  7.128986421021439,
  14.846508288834954,
  20.616218623103588,
  204.91769240038926,
  56.075246526328165,
  9.035192458315139,
  20.080681418567867,
  82.0263424888539,
  17.722878648882833,
  51.47169716865889,
  25.201475430701045,
  9.008498668039874,
  8.357275446932496,
  162.4152215233459,
  62.15197037353749,
  14.282597657623253,
  123.21078059182884,
  11.754463418507902,
  53.44323225589125,
  29.67187247340498,
  38.50943549212009,
  106.9886286514273,
  78.87133827196243,
  77.80622207023698,
  40.866551092556804,
  21.1195205901134,
  294.2874167778053,
  182.94699804736877,
  15.949112438401725,
  41.96208915442277,
  7.045530161904066,
  119.29201350305145,
  15.035415149667392,
  46.068538796901606,
  13.06856131771795,
  17.3998812728032,
  49.18605666077262,
  36.82693115349082,
  17.993220549199975,
  57.04016558702675,
  14.177726792344036,
  77.40154034032611,
  118.31842133901395,
  14.815540955458832,
  17.68465197236512,
  35.480217657539356,
  32.62573978732732,
  23.742124181881813,
  93.5209573883001,
  60.532620683478,
  36.276436190541055,
  45.48996804213989,
  8.930920180887867,
  6.25624176291568,
  53.151891997471154,
  24.508461683146834,
  42.22468269908364,
  32.66962234871439,
  5.691905971179178,
  49.97618017249931,
  87.87300274461481,
  19.57945446303458,
  60.32021266467123,
  61.66116557959812,
  45.986438456687104,
  25.304230852295056,
  102.11153027426292,
  148.87970902580844,
  16.61455447342704,
  7.8494966657787035,
  54.21445351567776,
  11.949770590505523,
  28.998950730131686,
  100.55003756716334,
  41.81566717296854,
  74.53383247716316,
  33.5150831978602,
  16.90453182876394,
  5.629186824885663,
  69.18724649020288,
  26.000838939527103,
  59.435200155312224,
  103.47523192152549,
  107.7111632992451,
  30.083381371901584,
  268.5642374032629,
  142.52950227619345,
  18.550544512424644,
  139.8513273328976,
  43.04340061534341,
  14.692975156436813,
  115.0960595969387,
  73.14032137643895,
  71.95023631480586,
  54.339563776373794,
  23.238851373878923,
  131.66664572279316,
  52.73387718046088,
  9.861254862384865,
  32.00822371485907,
  16.910496507651278,
  68.90356205438697,
  269.9132407900245,
  64.49575861149253,
  124.85643303068409,
  39.511127557962205,
  91.76423247235068,
  6.764593627793432,
  111.5602525371554,
  85.4567061610669,
  21.080163806721863,
  82.07935338481865,
  63.94594008709294,
  26.766222305051024,
  39.15618375913145,
  74.15804739668167,
  86.35212724888908,
  55.29287644603997,
  35.64142785769269,
  70.45829013720504,
  38.43115533025872,
  49.12266839768508,
  73.57040844084106,
  33.25372052595609,
  57.491887092323196,
  17.291175687555366,
  27.420216570973174,
  6.504417881957894,
  23.465144074667336,
  183.732071333421,
  53.83106316360971,
  37.48288588958727,
  35.17741261950319,
  39.448327625082186,
  51.02234811653243,
  127.3473550405355,
  7.725599861376957,
  24.101879550217497,
  106.86471551526529,
  41.0704593049761,
  34.0561653681961,
  11.48499280538791,
  8.12837562883155,
  88.99266590935004,
  29.67799332696311,
  15.34044013162996,
  210.1230808058353,
  26.369382274919214,
  95.86226299700272,
  31.661378520688373,
  62.9631108190239,
  34.97782346325477,
  47.85144220566298,
  46.01806227587023,
  30.184912438968635,
  17.342458540751004,
  13.296129700607054,
  9.308711592746901,
  18.06809565591455,
  94.43120998672875,
  21.145741195491315,
  27.662462279384307,
  107.51227450912145,
  76.95402201351081,
  55.927338263868116,
  33.798135388385624,
  9.222988523689683,
  11.958454638200651,
  180.34920572890175,
  97.63953775895962,
  24.29709424416669,
  27.846923451915167,
  89.03085665333344,
  21.705800855586546,
  19.815399079638926,
  85.81193278222626,
  5.340349558063269,
  34.69562061643222,
  15.632687226091159,
  262.6443051284485,
  12.245692579045377,
  70.6821790053542,
  20.430846936601334,
  ...])

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)