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

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"

#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 = 36529  #test discharge for which the notebook will definitely work
shot_no = 44521
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
    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))
    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 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=[]
        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))
            
            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') 
            i=i+1
    t3pa_cls.close
    return T_first, E_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)
    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.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.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)
    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].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

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'

#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'

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)

#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 = 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);

([5470700.0,
  6122045.3125,
  6243959.375,
  6290701.5625,
  6297417.1875,
  6312395.3125,
  6315159.375,
  6317226.5625,
  6317284.375,
  6318421.875,
  6365495.3125,
  6365546.875,
  6368198.4375,
  6372684.375,
  6375050.0,
  6376064.0625,
  6405745.3125,
  6413112.5,
  6415925.0,
  6417312.5,
  6434789.0625,
  6461846.875,
  6544517.1875,
  6557629.6875,
  6565242.1875,
  6565315.625,
  6568340.625,
  6576395.3125,
  6610321.875,
  6610728.125,
  6611550.0,
  6612453.125,
  6613289.0625,
  6614284.375,
  6614582.8125,
  6615031.25,
  6615117.1875,
  6616489.0625,
  6638365.625,
  6666957.8125,
  6671709.375,
  6692260.9375,
  6727423.4375,
  6747229.6875,
  6754425.0,
  6770390.625,
  6782639.0625,
  6786725.0,
  6790895.3125,
  6790925.0,
  6791337.5,
  6792334.375,
  6792496.875,
  6792654.6875,
  6793148.4375,
  6793245.3125,
  6793326.5625,
  6794039.0625,
  6794529.6875,
  6795168.75,
  6797026.5625,
  6809607.8125,
  6841125.0,
  6841576.5625,
  6842840.625,
  6843528.125,
  6844050.0,
  6844876.5625,
  6845046.875,
  6845260.9375,
  6845435.9375,
  6931915.625,
  6932621.875,
  6939903.125,
  6948675.0,
  6948954.6875,
  6976082.8125,
  6977854.6875,
  6995010.9375,
  6995221.875,
  6999707.8125,
  7010454.6875,
  7024406.25,
  7051040.625,
  7056859.375,
  7087010.9375,
  7152462.5,
  7191401.5625,
  7203760.9375,
  7206790.625,
  7227307.8125,
  7268150.0,
  7274557.8125,
  7303523.4375,
  7483157.8125,
  7515953.125,
  7532070.3125,
  7585101.5625,
  7592435.9375,
  7617507.8125,
  7640865.625,
  8158739.0625,
  8341992.1875,
  8742915.625,
  8745429.6875,
  8896539.0625,
  8897218.75,
  8900353.125,
  8922768.75,
  8952323.4375,
  9016885.9375,
  9053489.0625,
  9056553.125,
  9071548.4375,
  9081501.5625,
  9083954.6875,
  9084728.125,
  9093759.375,
  9184885.9375,
  9185790.625,
  9186853.125,
  9187056.25,
  9187242.1875,
  9187826.5625,
  9187940.625,
  9188356.25,
  9188840.625,
  9189709.375,
  9190681.25,
  9191962.5,
  9211017.1875,
  9211059.375,
  9212698.4375,
  9213515.625,
  9214260.9375,
  9215653.125,
  9216051.5625,
  9216325.0,
  9216329.6875,
  9218117.1875,
  9219581.25,
  9224764.0625,
  9225714.0625,
  9231679.6875,
  9239634.375,
  9241787.5,
  9249125.0,
  9250290.625,
  9251634.375,
  9252456.25,
  9255898.4375,
  9283743.75,
  9344678.125,
  9345293.75,
  9345715.625,
  9351218.75,
  9358037.5,
  9366471.875,
  9368329.6875,
  9368656.25,
  9368768.75,
  9368971.875,
  9370218.75,
  9371384.375,
  9372092.1875,
  9372323.4375,
  9378300.0,
  9378612.5,
  9380526.5625,
  9387962.5,
  9388795.3125,
  9391978.125,
  9392406.25,
  9393000.0,
  9393389.0625,
  9401007.8125,
  9402292.1875,
  9404040.625,
  9411431.25,
  9411435.9375,
  9423295.3125,
  9424525.0,
  9447748.4375,
  9448029.6875,
  9449560.9375,
  9449623.4375,
  9449703.125,
  9450314.0625,
  9452034.375,
  9452543.75,
  9452779.6875,
  9453740.625,
  9455087.5,
  9456306.25,
  9456981.25,
  9456992.1875,
  9495570.3125,
  9496193.75,
  9497059.375,
  9497332.8125,
  9497600.0,
  9497871.875,
  9499110.9375,
  9499148.4375,
  9500146.875,
  9507839.0625,
  9508890.625,
  9510567.1875,
  9511082.8125,
  9511800.0,
  9522014.0625,
  9525356.25,
  9526981.25,
  9529025.0,
  9529437.5,
  9538645.3125,
  9541935.9375,
  9542082.8125,
  9543035.9375,
  9543720.3125,
  9610778.125,
  9619928.125,
  9638068.75,
  9715906.25,
  9717585.9375,
  9719315.625,
  9741928.125,
  9742382.8125,
  9743175.0,
  9743557.8125,
  9744164.0625,
  9744270.3125,
  9747600.0,
  9747651.5625,
  9749429.6875,
  9751496.875,
  9767779.6875,
  9773337.5,
  9776160.9375,
  9786034.375,
  9786995.3125,
  9791762.5,
  9796870.3125,
  9796893.75,
  9806301.5625,
  9811043.75,
  9890292.1875,
  9906764.0625,
  9925570.3125,
  9931945.3125,
  9965332.8125,
  9969200.0,
  9969675.0,
  9969748.4375,
  9973417.1875,
  9976837.5,
  9988881.25,
  10009853.125,
  10011873.4375,
  10013937.5,
  10023450.0,
  10023475.0,
  10023487.5,
  10038245.3125,
  10100821.875,
  10103193.75,
  10104520.3125,
  10105098.4375,
  10115637.5,
  10132003.125,
  10133939.0625,
  10141028.125,
  10171753.125,
  10204665.625,
  10235901.5625,
  10257421.875,
  10263312.5,
  10297973.4375,
  10316348.4375,
  10421642.1875,
  10515720.3125,
  10520773.4375,
  10521157.8125,
  10557134.375,
  10616289.0625,
  10664932.8125,
  11031510.9375,
  11081223.4375,
  11087146.875,
  11148254.6875,
  11150075.0,
  11154546.875,
  11157140.625,
  11157390.625,
  11158046.875,
  11159251.5625,
  11163929.6875,
  11172446.875,
  11178334.375,
  11181218.75,
  11181789.0625,
  11181923.4375,
  11182198.4375,
  11185790.625,
  11186618.75,
  11186893.75,
  11187134.375,
  11187229.6875,
  11187509.375,
  11187545.3125,
  11187996.875,
  11188053.125,
  11188093.75,
  11188289.0625,
  11188298.4375,
  11188331.25,
  11188475.0,
  11188684.375,
  11189248.4375,
  11189285.9375,
  11189503.125,
  11189548.4375,
  11189592.1875,
  11189967.1875,
  11189973.4375,
  11190028.125,
  11190104.6875,
  11190146.875,
  11190362.5,
  11190379.6875,
  11190412.5,
  11190440.625,
  11190889.0625,
  11190901.5625,
  11190912.5,
  11190926.5625,
  11190970.3125,
  11190984.375,
  11191029.6875,
  11191092.1875,
  11191110.9375,
  11191132.8125,
  11191142.1875,
  11191226.5625,
  11191315.625,
  11191331.25,
  11191434.375,
  11191521.875,
  11191575.0,
  11191585.9375,
  11191670.3125,
  11191746.875,
  11191912.5,
  11192279.6875,
  11192371.875,
  11192506.25,
  11192553.125,
  11192556.25,
  11192593.75,
  11192596.875,
  11192756.25,
  11192851.5625,
  11192982.8125,
  11193021.875,
  11193568.75,
  11193670.3125,
  11193929.6875,
  11195054.6875,
  11195354.6875,
  11195404.6875,
  11195704.6875,
  11195765.625,
  11195878.125,
  11196057.8125,
  11196545.3125,
  11197056.25,
  11197087.5,
  11197525.0,
  11197757.8125,
  11197810.9375,
  11198140.625,
  11198479.6875,
  11198828.125,
  11198859.375,
  11199081.25,
  11199135.9375,
  11199156.25,
  11199279.6875,
  11199400.0,
  11199479.6875,
  11199698.4375,
  11199834.375,
  11199957.8125,
  11200068.75,
  11200262.5,
  11200337.5,
  11200340.625,
  11200615.625,
  11200709.375,
  11200728.125,
  11200754.6875,
  11200759.375,
  11200873.4375,
  11201026.5625,
  11201135.9375,
  11201300.0,
  11201323.4375,
  11201425.0,
  11201487.5,
  11201720.3125,
  11201721.875,
  11201723.4375,
  11201868.75,
  11202296.875,
  11202446.875,
  11202575.0,
  11202614.0625,
  11202729.6875,
  11203282.8125,
  11203473.4375,
  11203918.75,
  11203931.25,
  11203984.375,
  11204048.4375,
  11204375.0,
  11204503.125,
  11204721.875,
  11204970.3125,
  11204973.4375,
  11205012.5,
  11205246.875,
  11205748.4375,
  11205829.6875,
  11205895.3125,
  11205915.625,
  11206426.5625,
  11206657.8125,
  11207381.25,
  11207428.125,
  11207442.1875,
  11207800.0,
  11208667.1875,
  11208676.5625,
  11209234.375,
  11209435.9375,
  11209575.0,
  11209787.5,
  11210067.1875,
  11210945.3125,
  11211142.1875,
  11211165.625,
  11211206.25,
  11211392.1875,
  11211953.125,
  11212381.25,
  11212504.6875,
  11212795.3125,
  11213148.4375,
  11213168.75,
  11213350.0,
  11213417.1875,
  11213596.875,
  11213603.125,
  11214114.0625,
  11214151.5625,
  11214151.5625,
  11214232.8125,
  11214279.6875,
  11214700.0,
  11214840.625,
  11214898.4375,
  11214903.125,
  11214906.25,
  11215139.0625,
  11215178.125,
  11215231.25,
  11215243.75,
  11215276.5625,
  11215678.125,
  11215817.1875,
  11215976.5625,
  11215985.9375,
  11216157.8125,
  11216309.375,
  11216551.5625,
  11217090.625,
  11217496.875,
  11217503.125,
  11217675.0,
  11217793.75,
  11217915.625,
  11217970.3125,
  11218021.875,
  11218479.6875,
  11218504.6875,
  11218801.5625,
  11218946.875,
  11219442.1875,
  11219942.1875,
  11219964.0625,
  11220021.875,
  11220178.125,
  11220557.8125,
  11220560.9375,
  11220590.625,
  11220715.625,
  11220875.0,
  11220925.0,
  11220970.3125,
  11221028.125,
  11221162.5,
  11221514.0625,
  11221576.5625,
  11221579.6875,
  11221593.75,
  11221625.0,
  11221628.125,
  11221654.6875,
  11221712.5,
  11221957.8125,
  11222310.9375,
  11222510.9375,
  11222565.625,
  11222570.3125,
  11222685.9375,
  11222725.0,
  11223121.875,
  11223135.9375,
  11223337.5,
  11223454.6875,
  11223609.375,
  11223725.0,
  11223840.625,
  11224075.0,
  11224110.9375,
  11224146.875,
  11224329.6875,
  11224376.5625,
  11224506.25,
  11224570.3125,
  11224675.0,
  11224732.8125,
  11224953.125,
  11224957.8125,
  11225084.375,
  11225321.875,
  11225578.125,
  11225617.1875,
  11225681.25,
  11225715.625,
  11225753.125,
  11225798.4375,
  11226046.875,
  11226140.625,
  11226384.375,
  11226423.4375,
  11226467.1875,
  11226467.1875,
  11226482.8125,
  11226514.0625,
  11226540.625,
  11226557.8125,
  11226567.1875,
  11226576.5625,
  11226651.5625,
  11226818.75,
  11226828.125,
  11226860.9375,
  11226870.3125,
  11226992.1875,
  11227156.25,
  11227181.25,
  11227203.125,
  11227292.1875,
  11227292.1875,
  11227478.125,
  11227657.8125,
  11227671.875,
  11227723.4375,
  11227740.625,
  11227809.375,
  11227812.5,
  11227842.1875,
  11227895.3125,
  11227901.5625,
  11227907.8125,
  11228212.5,
  11228301.5625,
  11228368.75,
  11228375.0,
  11228400.0,
  11228468.75,
  11228610.9375,
  11228725.0,
  11228742.1875,
  11228815.625,
  11228875.0,
  11228882.8125,
  11229112.5,
  11229334.375,
  11229376.5625,
  11229526.5625,
  11229543.75,
  11229554.6875,
  11229739.0625,
  11229798.4375,
  11229803.125,
  11229870.3125,
  11229929.6875,
  11229985.9375,
  11230042.1875,
  11230084.375,
  11230106.25,
  11230178.125,
  11230264.0625,
  11230359.375,
  11230414.0625,
  11230500.0,
  11230635.9375,
  11230651.5625,
  11230670.3125,
  11230912.5,
  11231665.625,
  11231750.0,
  11231854.6875,
  11231867.1875,
  11232121.875,
  11232148.4375,
  11232245.3125,
  11232439.0625,
  11232779.6875,
  11232881.25,
  11233065.625,
  11233134.375,
  11233137.5,
  11233325.0,
  11233395.3125,
  11233398.4375,
  11233868.75,
  11234004.6875,
  11234018.75,
  11234459.375,
  11234584.375,
  11234676.5625,
  11235034.375,
  11235103.125,
  11235625.0,
  11235676.5625,
  11235748.4375,
  11235876.5625,
  11235884.375,
  11236228.125,
  11236296.875,
  11236773.4375,
  11237193.75,
  11237264.0625,
  11237368.75,
  11237385.9375,
  11237579.6875,
  11237826.5625,
  11238039.0625,
  11238207.8125,
  11238731.25,
  11238868.75,
  11239037.5,
  11239109.375,
  11239160.9375,
  11239621.875,
  11240298.4375,
  11240473.4375,
  11240667.1875,
  11241101.5625,
  11241221.875,
  11241307.8125,
  11241346.875,
  11241737.5,
  11241751.5625,
  11241756.25,
  11241821.875,
  11241904.6875,
  11241917.1875,
  11241943.75,
  11242012.5,
  11242014.0625,
  11242056.25,
  11242626.5625,
  11242646.875,
  11242710.9375,
  11243243.75,
  11243496.875,
  11243656.25,
  11243726.5625,
  11244084.375,
  11244337.5,
  11245167.1875,
  11245357.8125,
  11245587.5,
  11245631.25,
  11245703.125,
  11245731.25,
  11245851.5625,
  11245975.0,
  11246042.1875,
  11246170.3125,
  11246182.8125,
  11246904.6875,
  11247129.6875,
  11247309.375,
  11247362.5,
  11247471.875,
  11247734.375,
  11247900.0,
  11248231.25,
  11248239.0625,
  11248315.625,
  11248387.5,
  11248528.125,
  11248682.8125,
  11248753.125,
  11248785.9375,
  11248892.1875,
  11249142.1875,
  11249175.0,
  11249695.3125,
  11249734.375,
  11250970.3125,
  11251001.5625,
  11251384.375,
  11251653.125,
  11251717.1875,
  11251846.875,
  11252343.75,
  11252778.125,
  11253340.625,
  11254192.1875,
  11254642.1875,
  11254710.9375,
  11254740.625,
  11254776.5625,
  11254784.375,
  11255078.125,
  11255620.3125,
  11255815.625,
  11255928.125,
  11256446.875,
  11256446.875,
  11256614.0625,
  11257279.6875,
  11257450.0,
  11258204.6875,
  11258609.375,
  11258634.375,
  11259451.5625,
  11259792.1875,
  11260662.5,
  11260715.625,
  11260859.375,
  11261665.625,
  11262460.9375,
  11262564.0625,
  11262565.625,
  11262625.0,
  11264050.0,
  11264137.5,
  11265189.0625,
  11265687.5,
  11265751.5625,
  11265840.625,
  11265943.75,
  11266532.8125,
  11267440.625,
  11267560.9375,
  11267832.8125,
  11268154.6875,
  11269114.0625,
  11269442.1875,
  11269500.0,
  11269903.125,
  11269984.375,
  11270670.3125,
  11271157.8125,
  11271178.125,
  11271323.4375,
  11271457.8125,
  11271507.8125,
  11271621.875,
  11271768.75,
  11271820.3125,
  11271985.9375,
  11272401.5625,
  11272409.375,
  11272700.0,
  11272768.75,
  11272804.6875,
  11272954.6875,
  11273239.0625,
  11273246.875,
  11273371.875,
  11273478.125,
  11273490.625,
  11273871.875,
  11274337.5,
  11274381.25,
  11274671.875,
  11274860.9375,
  11274910.9375,
  11275226.5625,
  11275287.5,
  11275298.4375,
  11275357.8125,
  11275526.5625,
  11275825.0,
  11276135.9375,
  11276182.8125,
  11276209.375,
  11276214.0625,
  11276262.5,
  11276278.125,
  11276431.25,
  11276592.1875,
  11276671.875,
  11276798.4375,
  11276882.8125,
  11277109.375,
  11277114.0625,
  11277500.0,
  11277615.625,
  11277729.6875,
  11277864.0625,
  11278112.5,
  11278159.375,
  11278257.8125,
  11278439.0625,
  11278887.5,
  11278912.5,
  11278935.9375,
  11278951.5625,
  11279217.1875,
  11279303.125,
  11279500.0,
  11279790.625,
  11280242.1875,
  11280390.625,
  11280829.6875,
  11280932.8125,
  11280975.0,
  11281148.4375,
  11282146.875,
  11282423.4375,
  11282645.3125,
  11283068.75,
  11283117.1875,
  11283446.875,
  11283675.0,
  11285146.875,
  11285829.6875,
  11286868.75,
  11286884.375,
  11287160.9375,
  11287489.0625,
  11288742.1875,
  11289150.0,
  11289871.875,
  11290551.5625,
  11290565.625,
  11290871.875,
  11292012.5,
  11293326.5625,
  11293557.8125,
  11294004.6875,
  11294284.375,
  11297067.1875,
  11298284.375,
  11301239.0625,
  11307773.4375],
 [19.2154295523539,
  89.55258854213393,
  14.370355298661053,
  57.20399228797166,
  44.811780504814074,
  26.75388049298675,
  6.530170367706963,
  46.51528292778501,
  5.291261754564691,
  11.241879054981549,
  24.51955003314039,
  5.4735318475161385,
  16.98705148080214,
  6.854651163154591,
  134.54444194779637,
  108.56779278433693,
  29.617489241934027,
  51.53468854959295,
  45.763343383599434,
  29.438834060151855,
  8.984525156225294,
  11.413458231150608,
  79.11277376253217,
  29.332268207312964,
  7.754292493196194,
  5.1596478858584565,
  65.75759256528346,
  29.886755584893912,
  26.5584010269535,
  23.863277590325925,
  14.547172927251028,
  60.30310941298213,
  19.09707671046739,
  156.3456596865374,
  17.16082850848504,
  46.84886998523748,
  22.061472761700315,
  21.5868778827754,
  9.24097056919769,
  23.262784910507882,
  118.25907569736367,
  61.11357374615261,
  38.57253171293951,
  47.46288157118514,
  34.99858159090979,
  45.693231652771615,
  9.251113344025454,
  8.059526900380703,
  90.49611075964678,
  20.520631561015886,
  11.720049670994765,
  29.740928249506485,
  107.58167149662388,
  6.40105327770997,
  28.50712426756071,
  13.07560101312344,
  68.26889573018359,
  17.74258765455825,
  56.945125949754264,
  72.29505848984574,
  6.020204843413952,
  44.54701547359016,
  40.36894174918001,
  17.067673224056758,
  9.605313045803141,
  18.59978060841521,
  57.41665724064427,
  217.70902154594663,
  60.42647272904755,
  64.01513099818922,
  5.657883631660489,
  69.18948929366888,
  12.09263699146219,
  13.107291736562065,
  39.879337497829894,
  22.24404132702483,
  23.154982776707463,
  123.23317597273478,
  53.05712160521556,
  25.354345409682807,
  6.980673241152645,
  30.94223972389825,
  10.214020951023041,
  142.33953166532407,
  297.29521644971095,
  10.760884240449247,
  23.924188692267542,
  145.2495245410926,
  7.913224832692245,
  70.96656852421646,
  30.52159985969437,
  99.8772153032514,
  49.93174090042638,
  30.353901470667097,
  9.26361765387983,
  21.240483298665268,
  9.544389337823151,
  33.41682334052246,
  124.01046154983763,
  31.81760139138788,
  97.40791875541008,
  31.90252501810467,
  26.154246510660762,
  5.140815620989394,
  17.177225782037713,
  64.50741966314932,
  35.957545738789264,
  104.5144784399327,
  26.64889928125563,
  59.48767625255684,
  16.942852235320416,
  134.40837950624547,
  22.053034040793786,
  6.23291908819242,
  5.911287509029278,
  110.56842971665007,
  7.677522869714147,
  6.284719157619654,
  42.683435128956695,
  8.32042025593095,
  9.928282408649084,
  19.722045606635636,
  28.987548108221837,
  22.541174969365414,
  100.96387202082396,
  5.803734727703886,
  19.65109117609528,
  24.842907083337348,
  30.680043183427458,
  8.658986238020574,
  26.621158222116563,
  35.042213976536594,
  56.984986104709336,
  22.89199804998787,
  12.055277195586118,
  67.62044480693226,
  16.47506936148762,
  31.985816272631364,
  20.16372603464425,
  25.89806132220823,
  28.880419122242554,
  15.46104680811437,
  21.045317789123715,
  45.491566144160146,
  85.2147434472077,
  17.309245418570566,
  8.078382959682134,
  8.195185905875588,
  20.622677176985167,
  6.1076938727813745,
  137.97297094019163,
  40.72741328583843,
  105.8852169166256,
  59.00638138940108,
  37.84499218295711,
  18.052755338778198,
  12.777847454904615,
  18.981400770137018,
  166.2523480868819,
  119.7609513969797,
  114.13651494861878,
  16.652970221240064,
  46.62280759256032,
  195.60053890605388,
  46.59376171522019,
  84.21447092167637,
  35.67032040601055,
  54.621348313428555,
  22.53155975251148,
  43.436918197163806,
  15.338022649426478,
  38.304689734371735,
  15.100770425629005,
  44.81912929448974,
  6.320434263713759,
  28.76550382602135,
  107.88435606427258,
  8.450202504917593,
  84.97320765353425,
  37.56270282959764,
  58.030205410898795,
  5.7709920107508434,
  32.06595252128765,
  17.993235980718183,
  17.6253432354124,
  41.00399468709798,
  59.93992228451643,
  84.16686319144326,
  10.351134411316657,
  13.5293570573456,
  49.50857954099376,
  34.1751830579345,
  63.41813705918761,
  10.368743511179968,
  18.738693240509853,
  6.657544770175715,
  52.444248361771116,
  49.51492145254019,
  24.429689187005337,
  12.706705068052425,
  53.697597530578605,
  8.236528576630326,
  157.20851863249132,
  34.22233017568783,
  24.64701976296206,
  47.981146511860544,
  56.64239394103669,
  5.7529193433668295,
  21.83882126418456,
  19.57399568647594,
  32.83299838602224,
  298.4792889812215,
  98.62888764356468,
  26.47639052807266,
  55.785696132754126,
  19.240462877606962,
  18.30042911850452,
  55.666689248636914,
  6.032081601307642,
  103.43258385604304,
  7.426222274868422,
  175.87626436116688,
  5.208550669803976,
  87.66195913679998,
  6.970929251076096,
  101.57004136135618,
  51.365073943841615,
  60.9338213153302,
  52.62441405820311,
  12.093841119121558,
  79.93321541879693,
  131.19417342765024,
  8.139494005406712,
  5.821175516598972,
  8.455144136445806,
  70.4630275673035,
  34.323304711144594,
  84.58534687972843,
  108.64944103920774,
  13.681570178809102,
  62.22614937523675,
  12.365094712858127,
  28.492406438982332,
  11.695273511376318,
  52.46457819806943,
  80.60044291018835,
  66.2486926663718,
  74.93155719876815,
  5.887282941632003,
  18.54482833822992,
  10.659805712491513,
  106.2018419397337,
  78.7222965759835,
  5.176864716447867,
  47.39263194185077,
  58.657984790067154,
  12.137771994305721,
  5.6537688156527866,
  57.06383264487278,
  15.620701400616198,
  48.72667263087499,
  6.868133893677933,
  7.624943522082688,
  6.511652217974223,
  28.12847202639719,
  6.3308568389160085,
  85.81788067101157,
  39.5355884853977,
  25.799927371278617,
  5.635185781668891,
  19.413694709855502,
  103.66360819193886,
  39.27383368194472,
  13.696639081188916,
  44.29238541410025,
  110.26364335749889,
  20.176164818304052,
  11.964093289182197,
  48.53086118336387,
  49.204634448661025,
  6.970078167026922,
  8.935250347429678,
  47.064436161810555,
  98.01106467781845,
  13.380820703223215,
  35.649780551146065,
  8.416738377800952,
  6.425517229849981,
  85.7151444578088,
  12.068191739864806,
  10.415593125635109,
  8.972398263117928,
  42.37344961171816,
  58.2661475358052,
  23.319547183968105,
  73.68292085277879,
  80.81713775262017,
  38.13017052214444,
  7.693987769674597,
  16.377388457263514,
  86.45912336994074,
  93.21326374404448,
  52.01944740977451,
  18.291413416405508,
  7.514705503132166,
  40.84015074842837,
  17.22129104662929,
  6.398440824001257,
  20.405598255080214,
  25.33041735696217,
  13.445138437343513,
  92.95164637472942,
  41.36511519869156,
  65.44956925553036,
  55.155084595589955,
  30.00283269197329,
  19.612254510784922,
  32.83023133034581,
  44.758132906000625,
  15.308796375793193,
  12.413608308115478,
  10.68845631053543,
  9.245130215340437,
  16.671255064750632,
  37.374326254738456,
  5.777629518547999,
  35.04937588090091,
  17.980773221899423,
  33.13911708660834,
  15.058198397742165,
  76.7816122129089,
  6.377286346592362,
  44.489582365049124,
  45.18491444488918,
  10.724624285581632,
  14.070434476963813,
  45.13512991270552,
  12.609869601272743,
  10.595083751588458,
  20.89065575264003,
  48.26806553866681,
  36.10995743514956,
  7.7460302051703,
  7.505432818216993,
  25.27096680329298,
  5.128056347923415,
  8.081620682470584,
  16.787434254518708,
  12.548672309875796,
  7.309578165500295,
  29.020397725107284,
  15.819777974452645,
  21.842558275844425,
  42.749059836789236,
  56.04955688135264,
  18.431463067382307,
  41.86821160239721,
  24.012749600134843,
  81.63171093430608,
  27.620072308716992,
  9.997263199271416,
  7.754638245339949,
  60.24650286862469,
  23.835065228706924,
  7.401011322532126,
  15.703710682886056,
  7.13657384749423,
  13.657442972863167,
  13.416787128507428,
  31.59162517362728,
  39.78198164977961,
  15.291569046090522,
  21.48855460426641,
  146.21183152002635,
  59.78011245708154,
  70.81183821481665,
  141.7277492793319,
  26.403224294035706,
  39.51417239946688,
  30.897482814382986,
  17.552609536530802,
  9.58766721154342,
  77.56996682126315,
  17.147744434704386,
  31.058917482281707,
  11.290727540660633,
  20.224815672530422,
  65.82104401212247,
  72.92231591405691,
  6.585060122686211,
  11.125336338174773,
  5.866850039796829,
  16.118845809924984,
  63.95025140890468,
  67.25577173679876,
  13.384798335304454,
  82.94665171031781,
  35.619306463418056,
  23.205619874504407,
  74.20522964493901,
  7.340666706822463,
  14.749773076930264,
  9.271464809005398,
  46.48912410617532,
  7.948426370465435,
  23.756361712600018,
  6.088395514391004,
  6.302727603136325,
  71.53022670204054,
  35.021021869095875,
  17.623555629125867,
  14.411791763744088,
  13.628827912187504,
  5.404040694168145,
  17.53156105658011,
  19.99823029524813,
  7.754790468958489,
  89.70109119222542,
  7.556148365213274,
  25.965060177981975,
  23.426498016563794,
  10.14428547043145,
  57.42988902025119,
  31.815525977940702,
  7.743952994812329,
  32.109797045428806,
  53.94240851334756,
  46.25298270850679,
  26.772815264614813,
  39.50925386853139,
  23.77816653558072,
  69.79518841739711,
  10.550828769485605,
  49.40105418719045,
  43.02799056819079,
  5.908332187910523,
  8.389694091899239,
  5.411725324815218,
  6.659641162254998,
  5.148741916051411,
  13.018939389113124,
  14.369263879145777,
  21.146769197012503,
  21.872154900812458,
  13.688695176942094,
  8.448224543756433,
  37.24216527716307,
  16.28188339153168,
  17.928664213940998,
  11.430343282894036,
  44.70953331731848,
  52.62467879165811,
  45.493779866664454,
  40.00077846891103,
  54.48894618210974,
  11.324782041286394,
  18.9468971704655,
  15.624337007099601,
  10.07164556284105,
  36.136225125879946,
  6.383005547928466,
  14.901742383627454,
  14.925043733038475,
  22.620977183698667,
  6.983810820614679,
  24.85458182474022,
  12.64207354586782,
  8.959333766573748,
  14.072681049693339,
  14.727675607944024,
  5.897178780864305,
  14.793275357159445,
  41.300704270154355,
  40.57628120280969,
  12.853708620908415,
  13.453643611525175,
  30.722172602768957,
  9.926232490786155,
  47.14677218625363,
  11.911645024717282,
  35.48180106788522,
  69.73056913729127,
  26.493920191066046,
  91.13206307859123,
  26.142266212372864,
  30.708904276228445,
  20.39439571720566,
  23.20537404952701,
  42.49547458507458,
  25.64729266426884,
  34.1197785723608,
  20.262190240739343,
  5.189546737127401,
  12.572815226237152,
  9.430343393089538,
  7.0183345759590745,
  48.09402447066543,
  6.628072789602321,
  9.908964510692961,
  13.518875043548238,
  37.97285072811504,
  39.549782492630676,
  9.002334403506342,
  22.00836846897292,
  49.1403915087156,
  6.1593746587870095,
  20.334718043361036,
  66.37898921317844,
  87.91118950629291,
  26.38949628689685,
  75.24588157355609,
  35.69825321773843,
  14.673983140228355,
  14.82047446937802,
  72.71234538104842,
  29.86007877256362,
  51.52256662333684,
  29.625169596203836,
  95.2098589382308,
  10.266281834717775,
  49.506976388462604,
  22.206844028616224,
  10.483578363836186,
  15.082327217535068,
  42.24666349694151,
  51.87424614935948,
  51.48758727009644,
  19.646884891683953,
  5.293078022010689,
  11.093344208484977,
  5.8194539965376055,
  6.939367469405111,
  8.352271377889013,
  6.284496889469913,
  16.104931226655747,
  72.69328131479669,
  11.427941787757222,
  36.74397531453554,
  10.347121196824602,
  21.014102576829373,
  11.505990441010656,
  11.939822363503923,
  40.83490349167668,
  5.728664673603575,
  29.26027164895753,
  12.51418926142831,
  22.6775898377942,
  6.079412548335617,
  29.302165490976535,
  102.70976793125672,
  56.84214704002435,
  66.2668457954252,
  96.72747174152747,
  67.9405082300604,
  20.27287876012243,
  36.542178314746145,
  6.151914691269665,
  41.244366789223335,
  14.441408443638895,
  27.744506314230723,
  26.239260501988262,
  32.229118398702624,
  17.697433462978232,
  14.39602176586904,
  5.231643332867902,
  22.082874885854054,
  5.402808866845115,
  25.878025141512442,
  6.040398486905212,
  24.636275886575717,
  71.04539707230435,
  58.04083447124795,
  26.003062357681554,
  14.4022288742417,
  60.91498228126416,
  19.45826261863541,
  10.123778425960948,
  23.445382235071065,
  26.434888263639614,
  5.612731546844431,
  31.64826045373723,
  33.16981878834403,
  66.95048665925208,
  42.33817539051895,
  70.92840005186784,
  30.607143968110407,
  44.112125804838236,
  60.86494062425038,
  88.76341085264215,
  79.31061842136104,
  8.908223246334472,
  5.223142510423527,
  76.9641490504155,
  47.7765082859956,
  25.943899801221846,
  36.53781248430798,
  10.5910286757399,
  23.748638609542652,
  18.089933854231074,
  61.70399034704518,
  17.456940543601768,
  13.18213828624253,
  32.6484229293632,
  32.43281571002123,
  101.61661638600606,
  57.345436713391315,
  28.68309170424345,
  5.2186775478605,
  5.681630259765935,
  79.74819338676163,
  7.451958603634344,
  57.63097491347129,
  12.277893560714832,
  19.52871576319681,
  136.8781468931789,
  6.037513420892447,
  38.47534471979837,
  12.983316575943968,
  32.907006897292824,
  9.578760087295343,
  13.116074587375607,
  24.775521522643736,
  10.755654488319447,
  99.96875360790315,
  12.85317541431894,
  36.782147607281594,
  49.43601960509329,
  5.220232653968736,
  5.457796766727303,
  9.43810473661178,
  10.067959735892794,
  20.204842789321127,
  25.958579603808438,
  25.722918264879215,
  59.08686006389523,
  21.52328120958489,
  23.031003790454857,
  20.876197297286414,
  75.99798096131326,
  27.09070877294054,
  53.797213417670186,
  43.047582219957135,
  67.87573448830743,
  5.745826318142593,
  31.418046575271,
  47.14878914859085,
  88.18478941213253,
  5.280473165712254,
  15.48063081445228,
  5.046605275281482,
  7.080052212698353,
  60.49974931357806,
  6.233840845351417,
  186.37660783624187,
  44.38737537705964,
  39.542584946948445,
  54.17550854876919,
  6.1934164678063075,
  49.28731723008159,
  32.38719736798186,
  13.160990412669836,
  20.857098742305503,
  10.29534003529524,
  21.745973892790097,
  65.47553683411499,
  24.142971358875677,
  24.731588505718477,
  42.32035782285217,
  15.249931475779778,
  61.86547253028861,
  75.76114057251098,
  24.65683997342812,
  16.17679519295178,
  5.424220788653245,
  18.696611551758302,
  31.427751664361818,
  44.59367498670005,
  6.338670706173984,
  44.25557778986483,
  24.021748303272865,
  49.89078313695396,
  37.01252132827999,
  8.923371271224662,
  56.207632262218226,
  16.490000663356724,
  7.684860379061482,
  31.537362101845687,
  5.593332306509236,
  20.07892381470297,
  5.256933266731531,
  17.066383251529615,
  21.4851241315282,
  62.75012960561685,
  34.878283989950035,
  112.29818462854801,
  14.517489635698217,
  55.35497554948135,
  46.61620988033934,
  7.995595640237112,
  16.367726420642015,
  14.633649664447823,
  63.244302879746726,
  6.323392369985584,
  33.083540173689094,
  21.04261395869716,
  41.78009336545705,
  21.754887736277286,
  10.652181316482707,
  24.86035827570537,
  6.611075669615951,
  5.486563150483383,
  27.136199183780025,
  10.339596730452229,
  17.89746605688413,
  19.63441586536146,
  46.02126251324685,
  69.83957315389293,
  10.38244692954969,
  47.937329206654624,
  6.357993353579579,
  30.606312484337685,
  121.39901888296282,
  31.131664872198336,
  63.713611657327334,
  25.21776310494605,
  7.627902233338459,
  10.657564454179456,
  28.642218443231357,
  11.613065391992013,
  42.34442597735319,
  35.32740052263784,
  37.40350165919267,
  50.29054156536031,
  38.10146008129219,
  6.1630078659859695,
  47.81007741958481,
  14.015993735012309,
  13.535613551136759,
  12.222022180438449,
  21.00914396156214,
  5.255335921072931,
  23.552704328368158,
  61.63082233086503,
  34.883074170987534,
  111.0614040977351,
  54.28632388426466,
  21.16683783679268,
  10.82600413512975,
  13.574385218876655,
  36.11431673752004,
  34.434675240142354,
  21.166802252015376,
  42.253559781072866,
  48.93302433198453,
  49.0087195292572,
  5.094514081473814,
  53.70087328743548,
  14.055154591890712,
  9.400016264302172,
  85.26016705524454,
  26.133648807929344,
  27.85875123119011,
  18.721963963624365,
  27.04448873474811,
  18.551434270301595,
  88.10343861551631,
  5.172812180767204,
  7.536165016560863,
  84.44553839054439,
  94.33528250898142,
  14.542033743820722,
  41.550086840018096,
  31.181586621794544,
  6.346373239572135,
  14.007272419614747,
  22.88840235289654,
  84.99552667987346,
  8.923836385514063,
  6.525574964902848,
  57.592678054651316,
  27.032001811327987,
  16.936495837460107,
  21.58473914165049,
  49.0053320072829,
  6.476124317277085,
  7.6381218063281855,
  50.22313504984391,
  23.68894001012083,
  10.058284265745536,
  21.349926314564343,
  86.82137874304998,
  93.30187717605122,
  22.457234697770264,
  57.364868405822314,
  7.2176461450538225,
  8.356776482822138,
  35.53633266949107,
  9.123054006519741,
  53.326938448449226,
  68.20658738474245,
  5.794823176706958,
  7.392507385370459,
  10.039751759120962,
  8.464705776114249,
  110.1473650536748,
  25.12321833681538,
  17.041871140599483,
  10.207849835930586,
  17.52927864815489,
  14.882854672939615,
  103.74907638309892,
  42.436508502657674,
  42.20014002723499,
  86.9821261483078,
  45.190905517084616,
  15.226006590605854,
  5.162098224343081,
  18.05866892224462,
  11.65938425894094,
  5.23054428556187,
  81.92084227205126,
  131.48054999218957,
  100.2094161952809,
  20.443788902006748,
  11.148196921283928,
  9.42054530875808,
  24.27798270549415,
  22.479825784191405,
  19.724411713573843,
  31.035190944182688,
  6.574803553942991,
  46.662117481836496,
  5.20269142198402,
  31.689227212255634,
  25.90241841883148,
  11.126566503321005,
  21.87362598558279,
  16.451087858115578,
  35.35891668003922,
  80.75855591424877,
  44.207469370612145,
  5.414109078510478,
  18.427740172277627,
  6.946598965966919,
  45.90815609864583,
  12.734407656729031,
  26.06043557087196,
  11.96663407508298,
  14.279078972841074,
  24.26501670706422,
  7.03381356372197,
  28.901460383439407,
  96.98107554255881,
  101.47997996304743,
  17.901811991650305,
  14.37263516794507,
  51.314730012017876,
  20.51014678250479,
  14.465450029298346,
  14.981327034442483,
  29.03062224571492,
  98.26969569482813,
  5.266282271203422,
  43.33310546741839,
  11.109202027010381,
  7.422884720861018,
  15.797596666543068,
  36.472231883671995,
  9.192369551553885,
  17.831687671194416,
  108.38294338321113,
  5.806484111987648,
  6.13595417273739,
  20.202230120484447,
  14.425503779032276])

Energy spectrum

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

([5470700.0,
  6122045.3125,
  6243959.375,
  6290701.5625,
  6297417.1875,
  6312395.3125,
  6315159.375,
  6317226.5625,
  6317284.375,
  6318421.875,
  6365495.3125,
  6365546.875,
  6368198.4375,
  6372684.375,
  6375050.0,
  6376064.0625,
  6405745.3125,
  6413112.5,
  6415925.0,
  6417312.5,
  6434789.0625,
  6461846.875,
  6544517.1875,
  6557629.6875,
  6565242.1875,
  6565315.625,
  6568340.625,
  6576395.3125,
  6610321.875,
  6610728.125,
  6611550.0,
  6612453.125,
  6613289.0625,
  6614284.375,
  6614582.8125,
  6615031.25,
  6615117.1875,
  6616489.0625,
  6638365.625,
  6666957.8125,
  6671709.375,
  6692260.9375,
  6727423.4375,
  6747229.6875,
  6754425.0,
  6770390.625,
  6782639.0625,
  6786725.0,
  6790895.3125,
  6790925.0,
  6791337.5,
  6792334.375,
  6792496.875,
  6792654.6875,
  6793148.4375,
  6793245.3125,
  6793326.5625,
  6794039.0625,
  6794529.6875,
  6795168.75,
  6797026.5625,
  6809607.8125,
  6841125.0,
  6841576.5625,
  6842840.625,
  6843528.125,
  6844050.0,
  6844876.5625,
  6845046.875,
  6845260.9375,
  6845435.9375,
  6931915.625,
  6932621.875,
  6939903.125,
  6948675.0,
  6948954.6875,
  6976082.8125,
  6977854.6875,
  6995010.9375,
  6995221.875,
  6999707.8125,
  7010454.6875,
  7024406.25,
  7051040.625,
  7056859.375,
  7087010.9375,
  7152462.5,
  7191401.5625,
  7203760.9375,
  7206790.625,
  7227307.8125,
  7268150.0,
  7274557.8125,
  7303523.4375,
  7483157.8125,
  7515953.125,
  7532070.3125,
  7585101.5625,
  7592435.9375,
  7617507.8125,
  7640865.625,
  8158739.0625,
  8341992.1875,
  8742915.625,
  8745429.6875,
  8896539.0625,
  8897218.75,
  8900353.125,
  8922768.75,
  8952323.4375,
  9016885.9375,
  9053489.0625,
  9056553.125,
  9071548.4375,
  9081501.5625,
  9083954.6875,
  9084728.125,
  9093759.375,
  9184885.9375,
  9185790.625,
  9186853.125,
  9187056.25,
  9187242.1875,
  9187826.5625,
  9187940.625,
  9188356.25,
  9188840.625,
  9189709.375,
  9190681.25,
  9191962.5,
  9211017.1875,
  9211059.375,
  9212698.4375,
  9213515.625,
  9214260.9375,
  9215653.125,
  9216051.5625,
  9216325.0,
  9216329.6875,
  9218117.1875,
  9219581.25,
  9224764.0625,
  9225714.0625,
  9231679.6875,
  9239634.375,
  9241787.5,
  9249125.0,
  9250290.625,
  9251634.375,
  9252456.25,
  9255898.4375,
  9283743.75,
  9344678.125,
  9345293.75,
  9345715.625,
  9351218.75,
  9358037.5,
  9366471.875,
  9368329.6875,
  9368656.25,
  9368768.75,
  9368971.875,
  9370218.75,
  9371384.375,
  9372092.1875,
  9372323.4375,
  9378300.0,
  9378612.5,
  9380526.5625,
  9387962.5,
  9388795.3125,
  9391978.125,
  9392406.25,
  9393000.0,
  9393389.0625,
  9401007.8125,
  9402292.1875,
  9404040.625,
  9411431.25,
  9411435.9375,
  9423295.3125,
  9424525.0,
  9447748.4375,
  9448029.6875,
  9449560.9375,
  9449623.4375,
  9449703.125,
  9450314.0625,
  9452034.375,
  9452543.75,
  9452779.6875,
  9453740.625,
  9455087.5,
  9456306.25,
  9456981.25,
  9456992.1875,
  9495570.3125,
  9496193.75,
  9497059.375,
  9497332.8125,
  9497600.0,
  9497871.875,
  9499110.9375,
  9499148.4375,
  9500146.875,
  9507839.0625,
  9508890.625,
  9510567.1875,
  9511082.8125,
  9511800.0,
  9522014.0625,
  9525356.25,
  9526981.25,
  9529025.0,
  9529437.5,
  9538645.3125,
  9541935.9375,
  9542082.8125,
  9543035.9375,
  9543720.3125,
  9610778.125,
  9619928.125,
  9638068.75,
  9715906.25,
  9717585.9375,
  9719315.625,
  9741928.125,
  9742382.8125,
  9743175.0,
  9743557.8125,
  9744164.0625,
  9744270.3125,
  9747600.0,
  9747651.5625,
  9749429.6875,
  9751496.875,
  9767779.6875,
  9773337.5,
  9776160.9375,
  9786034.375,
  9786995.3125,
  9791762.5,
  9796870.3125,
  9796893.75,
  9806301.5625,
  9811043.75,
  9890292.1875,
  9906764.0625,
  9925570.3125,
  9931945.3125,
  9965332.8125,
  9969200.0,
  9969675.0,
  9969748.4375,
  9973417.1875,
  9976837.5,
  9988881.25,
  10009853.125,
  10011873.4375,
  10013937.5,
  10023450.0,
  10023475.0,
  10023487.5,
  10038245.3125,
  10100821.875,
  10103193.75,
  10104520.3125,
  10105098.4375,
  10115637.5,
  10132003.125,
  10133939.0625,
  10141028.125,
  10171753.125,
  10204665.625,
  10235901.5625,
  10257421.875,
  10263312.5,
  10297973.4375,
  10316348.4375,
  10421642.1875,
  10515720.3125,
  10520773.4375,
  10521157.8125,
  10557134.375,
  10616289.0625,
  10664932.8125,
  11031510.9375,
  11081223.4375,
  11087146.875,
  11148254.6875,
  11150075.0,
  11154546.875,
  11157140.625,
  11157390.625,
  11158046.875,
  11159251.5625,
  11163929.6875,
  11172446.875,
  11178334.375,
  11181218.75,
  11181789.0625,
  11181923.4375,
  11182198.4375,
  11185790.625,
  11186618.75,
  11186893.75,
  11187134.375,
  11187229.6875,
  11187509.375,
  11187545.3125,
  11187996.875,
  11188053.125,
  11188093.75,
  11188289.0625,
  11188298.4375,
  11188331.25,
  11188475.0,
  11188684.375,
  11189248.4375,
  11189285.9375,
  11189503.125,
  11189548.4375,
  11189592.1875,
  11189967.1875,
  11189973.4375,
  11190028.125,
  11190104.6875,
  11190146.875,
  11190362.5,
  11190379.6875,
  11190412.5,
  11190440.625,
  11190889.0625,
  11190901.5625,
  11190912.5,
  11190926.5625,
  11190970.3125,
  11190984.375,
  11191029.6875,
  11191092.1875,
  11191110.9375,
  11191132.8125,
  11191142.1875,
  11191226.5625,
  11191315.625,
  11191331.25,
  11191434.375,
  11191521.875,
  11191575.0,
  11191585.9375,
  11191670.3125,
  11191746.875,
  11191912.5,
  11192279.6875,
  11192371.875,
  11192506.25,
  11192553.125,
  11192556.25,
  11192593.75,
  11192596.875,
  11192756.25,
  11192851.5625,
  11192982.8125,
  11193021.875,
  11193568.75,
  11193670.3125,
  11193929.6875,
  11195054.6875,
  11195354.6875,
  11195404.6875,
  11195704.6875,
  11195765.625,
  11195878.125,
  11196057.8125,
  11196545.3125,
  11197056.25,
  11197087.5,
  11197525.0,
  11197757.8125,
  11197810.9375,
  11198140.625,
  11198479.6875,
  11198828.125,
  11198859.375,
  11199081.25,
  11199135.9375,
  11199156.25,
  11199279.6875,
  11199400.0,
  11199479.6875,
  11199698.4375,
  11199834.375,
  11199957.8125,
  11200068.75,
  11200262.5,
  11200337.5,
  11200340.625,
  11200615.625,
  11200709.375,
  11200728.125,
  11200754.6875,
  11200759.375,
  11200873.4375,
  11201026.5625,
  11201135.9375,
  11201300.0,
  11201323.4375,
  11201425.0,
  11201487.5,
  11201720.3125,
  11201721.875,
  11201723.4375,
  11201868.75,
  11202296.875,
  11202446.875,
  11202575.0,
  11202614.0625,
  11202729.6875,
  11203282.8125,
  11203473.4375,
  11203918.75,
  11203931.25,
  11203984.375,
  11204048.4375,
  11204375.0,
  11204503.125,
  11204721.875,
  11204970.3125,
  11204973.4375,
  11205012.5,
  11205246.875,
  11205748.4375,
  11205829.6875,
  11205895.3125,
  11205915.625,
  11206426.5625,
  11206657.8125,
  11207381.25,
  11207428.125,
  11207442.1875,
  11207800.0,
  11208667.1875,
  11208676.5625,
  11209234.375,
  11209435.9375,
  11209575.0,
  11209787.5,
  11210067.1875,
  11210945.3125,
  11211142.1875,
  11211165.625,
  11211206.25,
  11211392.1875,
  11211953.125,
  11212381.25,
  11212504.6875,
  11212795.3125,
  11213148.4375,
  11213168.75,
  11213350.0,
  11213417.1875,
  11213596.875,
  11213603.125,
  11214114.0625,
  11214151.5625,
  11214151.5625,
  11214232.8125,
  11214279.6875,
  11214700.0,
  11214840.625,
  11214898.4375,
  11214903.125,
  11214906.25,
  11215139.0625,
  11215178.125,
  11215231.25,
  11215243.75,
  11215276.5625,
  11215678.125,
  11215817.1875,
  11215976.5625,
  11215985.9375,
  11216157.8125,
  11216309.375,
  11216551.5625,
  11217090.625,
  11217496.875,
  11217503.125,
  11217675.0,
  11217793.75,
  11217915.625,
  11217970.3125,
  11218021.875,
  11218479.6875,
  11218504.6875,
  11218801.5625,
  11218946.875,
  11219442.1875,
  11219942.1875,
  11219964.0625,
  11220021.875,
  11220178.125,
  11220557.8125,
  11220560.9375,
  11220590.625,
  11220715.625,
  11220875.0,
  11220925.0,
  11220970.3125,
  11221028.125,
  11221162.5,
  11221514.0625,
  11221576.5625,
  11221579.6875,
  11221593.75,
  11221625.0,
  11221628.125,
  11221654.6875,
  11221712.5,
  11221957.8125,
  11222310.9375,
  11222510.9375,
  11222565.625,
  11222570.3125,
  11222685.9375,
  11222725.0,
  11223121.875,
  11223135.9375,
  11223337.5,
  11223454.6875,
  11223609.375,
  11223725.0,
  11223840.625,
  11224075.0,
  11224110.9375,
  11224146.875,
  11224329.6875,
  11224376.5625,
  11224506.25,
  11224570.3125,
  11224675.0,
  11224732.8125,
  11224953.125,
  11224957.8125,
  11225084.375,
  11225321.875,
  11225578.125,
  11225617.1875,
  11225681.25,
  11225715.625,
  11225753.125,
  11225798.4375,
  11226046.875,
  11226140.625,
  11226384.375,
  11226423.4375,
  11226467.1875,
  11226467.1875,
  11226482.8125,
  11226514.0625,
  11226540.625,
  11226557.8125,
  11226567.1875,
  11226576.5625,
  11226651.5625,
  11226818.75,
  11226828.125,
  11226860.9375,
  11226870.3125,
  11226992.1875,
  11227156.25,
  11227181.25,
  11227203.125,
  11227292.1875,
  11227292.1875,
  11227478.125,
  11227657.8125,
  11227671.875,
  11227723.4375,
  11227740.625,
  11227809.375,
  11227812.5,
  11227842.1875,
  11227895.3125,
  11227901.5625,
  11227907.8125,
  11228212.5,
  11228301.5625,
  11228368.75,
  11228375.0,
  11228400.0,
  11228468.75,
  11228610.9375,
  11228725.0,
  11228742.1875,
  11228815.625,
  11228875.0,
  11228882.8125,
  11229112.5,
  11229334.375,
  11229376.5625,
  11229526.5625,
  11229543.75,
  11229554.6875,
  11229739.0625,
  11229798.4375,
  11229803.125,
  11229870.3125,
  11229929.6875,
  11229985.9375,
  11230042.1875,
  11230084.375,
  11230106.25,
  11230178.125,
  11230264.0625,
  11230359.375,
  11230414.0625,
  11230500.0,
  11230635.9375,
  11230651.5625,
  11230670.3125,
  11230912.5,
  11231665.625,
  11231750.0,
  11231854.6875,
  11231867.1875,
  11232121.875,
  11232148.4375,
  11232245.3125,
  11232439.0625,
  11232779.6875,
  11232881.25,
  11233065.625,
  11233134.375,
  11233137.5,
  11233325.0,
  11233395.3125,
  11233398.4375,
  11233868.75,
  11234004.6875,
  11234018.75,
  11234459.375,
  11234584.375,
  11234676.5625,
  11235034.375,
  11235103.125,
  11235625.0,
  11235676.5625,
  11235748.4375,
  11235876.5625,
  11235884.375,
  11236228.125,
  11236296.875,
  11236773.4375,
  11237193.75,
  11237264.0625,
  11237368.75,
  11237385.9375,
  11237579.6875,
  11237826.5625,
  11238039.0625,
  11238207.8125,
  11238731.25,
  11238868.75,
  11239037.5,
  11239109.375,
  11239160.9375,
  11239621.875,
  11240298.4375,
  11240473.4375,
  11240667.1875,
  11241101.5625,
  11241221.875,
  11241307.8125,
  11241346.875,
  11241737.5,
  11241751.5625,
  11241756.25,
  11241821.875,
  11241904.6875,
  11241917.1875,
  11241943.75,
  11242012.5,
  11242014.0625,
  11242056.25,
  11242626.5625,
  11242646.875,
  11242710.9375,
  11243243.75,
  11243496.875,
  11243656.25,
  11243726.5625,
  11244084.375,
  11244337.5,
  11245167.1875,
  11245357.8125,
  11245587.5,
  11245631.25,
  11245703.125,
  11245731.25,
  11245851.5625,
  11245975.0,
  11246042.1875,
  11246170.3125,
  11246182.8125,
  11246904.6875,
  11247129.6875,
  11247309.375,
  11247362.5,
  11247471.875,
  11247734.375,
  11247900.0,
  11248231.25,
  11248239.0625,
  11248315.625,
  11248387.5,
  11248528.125,
  11248682.8125,
  11248753.125,
  11248785.9375,
  11248892.1875,
  11249142.1875,
  11249175.0,
  11249695.3125,
  11249734.375,
  11250970.3125,
  11251001.5625,
  11251384.375,
  11251653.125,
  11251717.1875,
  11251846.875,
  11252343.75,
  11252778.125,
  11253340.625,
  11254192.1875,
  11254642.1875,
  11254710.9375,
  11254740.625,
  11254776.5625,
  11254784.375,
  11255078.125,
  11255620.3125,
  11255815.625,
  11255928.125,
  11256446.875,
  11256446.875,
  11256614.0625,
  11257279.6875,
  11257450.0,
  11258204.6875,
  11258609.375,
  11258634.375,
  11259451.5625,
  11259792.1875,
  11260662.5,
  11260715.625,
  11260859.375,
  11261665.625,
  11262460.9375,
  11262564.0625,
  11262565.625,
  11262625.0,
  11264050.0,
  11264137.5,
  11265189.0625,
  11265687.5,
  11265751.5625,
  11265840.625,
  11265943.75,
  11266532.8125,
  11267440.625,
  11267560.9375,
  11267832.8125,
  11268154.6875,
  11269114.0625,
  11269442.1875,
  11269500.0,
  11269903.125,
  11269984.375,
  11270670.3125,
  11271157.8125,
  11271178.125,
  11271323.4375,
  11271457.8125,
  11271507.8125,
  11271621.875,
  11271768.75,
  11271820.3125,
  11271985.9375,
  11272401.5625,
  11272409.375,
  11272700.0,
  11272768.75,
  11272804.6875,
  11272954.6875,
  11273239.0625,
  11273246.875,
  11273371.875,
  11273478.125,
  11273490.625,
  11273871.875,
  11274337.5,
  11274381.25,
  11274671.875,
  11274860.9375,
  11274910.9375,
  11275226.5625,
  11275287.5,
  11275298.4375,
  11275357.8125,
  11275526.5625,
  11275825.0,
  11276135.9375,
  11276182.8125,
  11276209.375,
  11276214.0625,
  11276262.5,
  11276278.125,
  11276431.25,
  11276592.1875,
  11276671.875,
  11276798.4375,
  11276882.8125,
  11277109.375,
  11277114.0625,
  11277500.0,
  11277615.625,
  11277729.6875,
  11277864.0625,
  11278112.5,
  11278159.375,
  11278257.8125,
  11278439.0625,
  11278887.5,
  11278912.5,
  11278935.9375,
  11278951.5625,
  11279217.1875,
  11279303.125,
  11279500.0,
  11279790.625,
  11280242.1875,
  11280390.625,
  11280829.6875,
  11280932.8125,
  11280975.0,
  11281148.4375,
  11282146.875,
  11282423.4375,
  11282645.3125,
  11283068.75,
  11283117.1875,
  11283446.875,
  11283675.0,
  11285146.875,
  11285829.6875,
  11286868.75,
  11286884.375,
  11287160.9375,
  11287489.0625,
  11288742.1875,
  11289150.0,
  11289871.875,
  11290551.5625,
  11290565.625,
  11290871.875,
  11292012.5,
  11293326.5625,
  11293557.8125,
  11294004.6875,
  11294284.375,
  11297067.1875,
  11298284.375,
  11301239.0625,
  11307773.4375],
 [19.2154295523539,
  89.55258854213393,
  14.370355298661053,
  57.20399228797166,
  44.811780504814074,
  26.75388049298675,
  6.530170367706963,
  46.51528292778501,
  5.291261754564691,
  11.241879054981549,
  24.51955003314039,
  5.4735318475161385,
  16.98705148080214,
  6.854651163154591,
  134.54444194779637,
  108.56779278433693,
  29.617489241934027,
  51.53468854959295,
  45.763343383599434,
  29.438834060151855,
  8.984525156225294,
  11.413458231150608,
  79.11277376253217,
  29.332268207312964,
  7.754292493196194,
  5.1596478858584565,
  65.75759256528346,
  29.886755584893912,
  26.5584010269535,
  23.863277590325925,
  14.547172927251028,
  60.30310941298213,
  19.09707671046739,
  156.3456596865374,
  17.16082850848504,
  46.84886998523748,
  22.061472761700315,
  21.5868778827754,
  9.24097056919769,
  23.262784910507882,
  118.25907569736367,
  61.11357374615261,
  38.57253171293951,
  47.46288157118514,
  34.99858159090979,
  45.693231652771615,
  9.251113344025454,
  8.059526900380703,
  90.49611075964678,
  20.520631561015886,
  11.720049670994765,
  29.740928249506485,
  107.58167149662388,
  6.40105327770997,
  28.50712426756071,
  13.07560101312344,
  68.26889573018359,
  17.74258765455825,
  56.945125949754264,
  72.29505848984574,
  6.020204843413952,
  44.54701547359016,
  40.36894174918001,
  17.067673224056758,
  9.605313045803141,
  18.59978060841521,
  57.41665724064427,
  217.70902154594663,
  60.42647272904755,
  64.01513099818922,
  5.657883631660489,
  69.18948929366888,
  12.09263699146219,
  13.107291736562065,
  39.879337497829894,
  22.24404132702483,
  23.154982776707463,
  123.23317597273478,
  53.05712160521556,
  25.354345409682807,
  6.980673241152645,
  30.94223972389825,
  10.214020951023041,
  142.33953166532407,
  297.29521644971095,
  10.760884240449247,
  23.924188692267542,
  145.2495245410926,
  7.913224832692245,
  70.96656852421646,
  30.52159985969437,
  99.8772153032514,
  49.93174090042638,
  30.353901470667097,
  9.26361765387983,
  21.240483298665268,
  9.544389337823151,
  33.41682334052246,
  124.01046154983763,
  31.81760139138788,
  97.40791875541008,
  31.90252501810467,
  26.154246510660762,
  5.140815620989394,
  17.177225782037713,
  64.50741966314932,
  35.957545738789264,
  104.5144784399327,
  26.64889928125563,
  59.48767625255684,
  16.942852235320416,
  134.40837950624547,
  22.053034040793786,
  6.23291908819242,
  5.911287509029278,
  110.56842971665007,
  7.677522869714147,
  6.284719157619654,
  42.683435128956695,
  8.32042025593095,
  9.928282408649084,
  19.722045606635636,
  28.987548108221837,
  22.541174969365414,
  100.96387202082396,
  5.803734727703886,
  19.65109117609528,
  24.842907083337348,
  30.680043183427458,
  8.658986238020574,
  26.621158222116563,
  35.042213976536594,
  56.984986104709336,
  22.89199804998787,
  12.055277195586118,
  67.62044480693226,
  16.47506936148762,
  31.985816272631364,
  20.16372603464425,
  25.89806132220823,
  28.880419122242554,
  15.46104680811437,
  21.045317789123715,
  45.491566144160146,
  85.2147434472077,
  17.309245418570566,
  8.078382959682134,
  8.195185905875588,
  20.622677176985167,
  6.1076938727813745,
  137.97297094019163,
  40.72741328583843,
  105.8852169166256,
  59.00638138940108,
  37.84499218295711,
  18.052755338778198,
  12.777847454904615,
  18.981400770137018,
  166.2523480868819,
  119.7609513969797,
  114.13651494861878,
  16.652970221240064,
  46.62280759256032,
  195.60053890605388,
  46.59376171522019,
  84.21447092167637,
  35.67032040601055,
  54.621348313428555,
  22.53155975251148,
  43.436918197163806,
  15.338022649426478,
  38.304689734371735,
  15.100770425629005,
  44.81912929448974,
  6.320434263713759,
  28.76550382602135,
  107.88435606427258,
  8.450202504917593,
  84.97320765353425,
  37.56270282959764,
  58.030205410898795,
  5.7709920107508434,
  32.06595252128765,
  17.993235980718183,
  17.6253432354124,
  41.00399468709798,
  59.93992228451643,
  84.16686319144326,
  10.351134411316657,
  13.5293570573456,
  49.50857954099376,
  34.1751830579345,
  63.41813705918761,
  10.368743511179968,
  18.738693240509853,
  6.657544770175715,
  52.444248361771116,
  49.51492145254019,
  24.429689187005337,
  12.706705068052425,
  53.697597530578605,
  8.236528576630326,
  157.20851863249132,
  34.22233017568783,
  24.64701976296206,
  47.981146511860544,
  56.64239394103669,
  5.7529193433668295,
  21.83882126418456,
  19.57399568647594,
  32.83299838602224,
  298.4792889812215,
  98.62888764356468,
  26.47639052807266,
  55.785696132754126,
  19.240462877606962,
  18.30042911850452,
  55.666689248636914,
  6.032081601307642,
  103.43258385604304,
  7.426222274868422,
  175.87626436116688,
  5.208550669803976,
  87.66195913679998,
  6.970929251076096,
  101.57004136135618,
  51.365073943841615,
  60.9338213153302,
  52.62441405820311,
  12.093841119121558,
  79.93321541879693,
  131.19417342765024,
  8.139494005406712,
  5.821175516598972,
  8.455144136445806,
  70.4630275673035,
  34.323304711144594,
  84.58534687972843,
  108.64944103920774,
  13.681570178809102,
  62.22614937523675,
  12.365094712858127,
  28.492406438982332,
  11.695273511376318,
  52.46457819806943,
  80.60044291018835,
  66.2486926663718,
  74.93155719876815,
  5.887282941632003,
  18.54482833822992,
  10.659805712491513,
  106.2018419397337,
  78.7222965759835,
  5.176864716447867,
  47.39263194185077,
  58.657984790067154,
  12.137771994305721,
  5.6537688156527866,
  57.06383264487278,
  15.620701400616198,
  48.72667263087499,
  6.868133893677933,
  7.624943522082688,
  6.511652217974223,
  28.12847202639719,
  6.3308568389160085,
  85.81788067101157,
  39.5355884853977,
  25.799927371278617,
  5.635185781668891,
  19.413694709855502,
  103.66360819193886,
  39.27383368194472,
  13.696639081188916,
  44.29238541410025,
  110.26364335749889,
  20.176164818304052,
  11.964093289182197,
  48.53086118336387,
  49.204634448661025,
  6.970078167026922,
  8.935250347429678,
  47.064436161810555,
  98.01106467781845,
  13.380820703223215,
  35.649780551146065,
  8.416738377800952,
  6.425517229849981,
  85.7151444578088,
  12.068191739864806,
  10.415593125635109,
  8.972398263117928,
  42.37344961171816,
  58.2661475358052,
  23.319547183968105,
  73.68292085277879,
  80.81713775262017,
  38.13017052214444,
  7.693987769674597,
  16.377388457263514,
  86.45912336994074,
  93.21326374404448,
  52.01944740977451,
  18.291413416405508,
  7.514705503132166,
  40.84015074842837,
  17.22129104662929,
  6.398440824001257,
  20.405598255080214,
  25.33041735696217,
  13.445138437343513,
  92.95164637472942,
  41.36511519869156,
  65.44956925553036,
  55.155084595589955,
  30.00283269197329,
  19.612254510784922,
  32.83023133034581,
  44.758132906000625,
  15.308796375793193,
  12.413608308115478,
  10.68845631053543,
  9.245130215340437,
  16.671255064750632,
  37.374326254738456,
  5.777629518547999,
  35.04937588090091,
  17.980773221899423,
  33.13911708660834,
  15.058198397742165,
  76.7816122129089,
  6.377286346592362,
  44.489582365049124,
  45.18491444488918,
  10.724624285581632,
  14.070434476963813,
  45.13512991270552,
  12.609869601272743,
  10.595083751588458,
  20.89065575264003,
  48.26806553866681,
  36.10995743514956,
  7.7460302051703,
  7.505432818216993,
  25.27096680329298,
  5.128056347923415,
  8.081620682470584,
  16.787434254518708,
  12.548672309875796,
  7.309578165500295,
  29.020397725107284,
  15.819777974452645,
  21.842558275844425,
  42.749059836789236,
  56.04955688135264,
  18.431463067382307,
  41.86821160239721,
  24.012749600134843,
  81.63171093430608,
  27.620072308716992,
  9.997263199271416,
  7.754638245339949,
  60.24650286862469,
  23.835065228706924,
  7.401011322532126,
  15.703710682886056,
  7.13657384749423,
  13.657442972863167,
  13.416787128507428,
  31.59162517362728,
  39.78198164977961,
  15.291569046090522,
  21.48855460426641,
  146.21183152002635,
  59.78011245708154,
  70.81183821481665,
  141.7277492793319,
  26.403224294035706,
  39.51417239946688,
  30.897482814382986,
  17.552609536530802,
  9.58766721154342,
  77.56996682126315,
  17.147744434704386,
  31.058917482281707,
  11.290727540660633,
  20.224815672530422,
  65.82104401212247,
  72.92231591405691,
  6.585060122686211,
  11.125336338174773,
  5.866850039796829,
  16.118845809924984,
  63.95025140890468,
  67.25577173679876,
  13.384798335304454,
  82.94665171031781,
  35.619306463418056,
  23.205619874504407,
  74.20522964493901,
  7.340666706822463,
  14.749773076930264,
  9.271464809005398,
  46.48912410617532,
  7.948426370465435,
  23.756361712600018,
  6.088395514391004,
  6.302727603136325,
  71.53022670204054,
  35.021021869095875,
  17.623555629125867,
  14.411791763744088,
  13.628827912187504,
  5.404040694168145,
  17.53156105658011,
  19.99823029524813,
  7.754790468958489,
  89.70109119222542,
  7.556148365213274,
  25.965060177981975,
  23.426498016563794,
  10.14428547043145,
  57.42988902025119,
  31.815525977940702,
  7.743952994812329,
  32.109797045428806,
  53.94240851334756,
  46.25298270850679,
  26.772815264614813,
  39.50925386853139,
  23.77816653558072,
  69.79518841739711,
  10.550828769485605,
  49.40105418719045,
  43.02799056819079,
  5.908332187910523,
  8.389694091899239,
  5.411725324815218,
  6.659641162254998,
  5.148741916051411,
  13.018939389113124,
  14.369263879145777,
  21.146769197012503,
  21.872154900812458,
  13.688695176942094,
  8.448224543756433,
  37.24216527716307,
  16.28188339153168,
  17.928664213940998,
  11.430343282894036,
  44.70953331731848,
  52.62467879165811,
  45.493779866664454,
  40.00077846891103,
  54.48894618210974,
  11.324782041286394,
  18.9468971704655,
  15.624337007099601,
  10.07164556284105,
  36.136225125879946,
  6.383005547928466,
  14.901742383627454,
  14.925043733038475,
  22.620977183698667,
  6.983810820614679,
  24.85458182474022,
  12.64207354586782,
  8.959333766573748,
  14.072681049693339,
  14.727675607944024,
  5.897178780864305,
  14.793275357159445,
  41.300704270154355,
  40.57628120280969,
  12.853708620908415,
  13.453643611525175,
  30.722172602768957,
  9.926232490786155,
  47.14677218625363,
  11.911645024717282,
  35.48180106788522,
  69.73056913729127,
  26.493920191066046,
  91.13206307859123,
  26.142266212372864,
  30.708904276228445,
  20.39439571720566,
  23.20537404952701,
  42.49547458507458,
  25.64729266426884,
  34.1197785723608,
  20.262190240739343,
  5.189546737127401,
  12.572815226237152,
  9.430343393089538,
  7.0183345759590745,
  48.09402447066543,
  6.628072789602321,
  9.908964510692961,
  13.518875043548238,
  37.97285072811504,
  39.549782492630676,
  9.002334403506342,
  22.00836846897292,
  49.1403915087156,
  6.1593746587870095,
  20.334718043361036,
  66.37898921317844,
  87.91118950629291,
  26.38949628689685,
  75.24588157355609,
  35.69825321773843,
  14.673983140228355,
  14.82047446937802,
  72.71234538104842,
  29.86007877256362,
  51.52256662333684,
  29.625169596203836,
  95.2098589382308,
  10.266281834717775,
  49.506976388462604,
  22.206844028616224,
  10.483578363836186,
  15.082327217535068,
  42.24666349694151,
  51.87424614935948,
  51.48758727009644,
  19.646884891683953,
  5.293078022010689,
  11.093344208484977,
  5.8194539965376055,
  6.939367469405111,
  8.352271377889013,
  6.284496889469913,
  16.104931226655747,
  72.69328131479669,
  11.427941787757222,
  36.74397531453554,
  10.347121196824602,
  21.014102576829373,
  11.505990441010656,
  11.939822363503923,
  40.83490349167668,
  5.728664673603575,
  29.26027164895753,
  12.51418926142831,
  22.6775898377942,
  6.079412548335617,
  29.302165490976535,
  102.70976793125672,
  56.84214704002435,
  66.2668457954252,
  96.72747174152747,
  67.9405082300604,
  20.27287876012243,
  36.542178314746145,
  6.151914691269665,
  41.244366789223335,
  14.441408443638895,
  27.744506314230723,
  26.239260501988262,
  32.229118398702624,
  17.697433462978232,
  14.39602176586904,
  5.231643332867902,
  22.082874885854054,
  5.402808866845115,
  25.878025141512442,
  6.040398486905212,
  24.636275886575717,
  71.04539707230435,
  58.04083447124795,
  26.003062357681554,
  14.4022288742417,
  60.91498228126416,
  19.45826261863541,
  10.123778425960948,
  23.445382235071065,
  26.434888263639614,
  5.612731546844431,
  31.64826045373723,
  33.16981878834403,
  66.95048665925208,
  42.33817539051895,
  70.92840005186784,
  30.607143968110407,
  44.112125804838236,
  60.86494062425038,
  88.76341085264215,
  79.31061842136104,
  8.908223246334472,
  5.223142510423527,
  76.9641490504155,
  47.7765082859956,
  25.943899801221846,
  36.53781248430798,
  10.5910286757399,
  23.748638609542652,
  18.089933854231074,
  61.70399034704518,
  17.456940543601768,
  13.18213828624253,
  32.6484229293632,
  32.43281571002123,
  101.61661638600606,
  57.345436713391315,
  28.68309170424345,
  5.2186775478605,
  5.681630259765935,
  79.74819338676163,
  7.451958603634344,
  57.63097491347129,
  12.277893560714832,
  19.52871576319681,
  136.8781468931789,
  6.037513420892447,
  38.47534471979837,
  12.983316575943968,
  32.907006897292824,
  9.578760087295343,
  13.116074587375607,
  24.775521522643736,
  10.755654488319447,
  99.96875360790315,
  12.85317541431894,
  36.782147607281594,
  49.43601960509329,
  5.220232653968736,
  5.457796766727303,
  9.43810473661178,
  10.067959735892794,
  20.204842789321127,
  25.958579603808438,
  25.722918264879215,
  59.08686006389523,
  21.52328120958489,
  23.031003790454857,
  20.876197297286414,
  75.99798096131326,
  27.09070877294054,
  53.797213417670186,
  43.047582219957135,
  67.87573448830743,
  5.745826318142593,
  31.418046575271,
  47.14878914859085,
  88.18478941213253,
  5.280473165712254,
  15.48063081445228,
  5.046605275281482,
  7.080052212698353,
  60.49974931357806,
  6.233840845351417,
  186.37660783624187,
  44.38737537705964,
  39.542584946948445,
  54.17550854876919,
  6.1934164678063075,
  49.28731723008159,
  32.38719736798186,
  13.160990412669836,
  20.857098742305503,
  10.29534003529524,
  21.745973892790097,
  65.47553683411499,
  24.142971358875677,
  24.731588505718477,
  42.32035782285217,
  15.249931475779778,
  61.86547253028861,
  75.76114057251098,
  24.65683997342812,
  16.17679519295178,
  5.424220788653245,
  18.696611551758302,
  31.427751664361818,
  44.59367498670005,
  6.338670706173984,
  44.25557778986483,
  24.021748303272865,
  49.89078313695396,
  37.01252132827999,
  8.923371271224662,
  56.207632262218226,
  16.490000663356724,
  7.684860379061482,
  31.537362101845687,
  5.593332306509236,
  20.07892381470297,
  5.256933266731531,
  17.066383251529615,
  21.4851241315282,
  62.75012960561685,
  34.878283989950035,
  112.29818462854801,
  14.517489635698217,
  55.35497554948135,
  46.61620988033934,
  7.995595640237112,
  16.367726420642015,
  14.633649664447823,
  63.244302879746726,
  6.323392369985584,
  33.083540173689094,
  21.04261395869716,
  41.78009336545705,
  21.754887736277286,
  10.652181316482707,
  24.86035827570537,
  6.611075669615951,
  5.486563150483383,
  27.136199183780025,
  10.339596730452229,
  17.89746605688413,
  19.63441586536146,
  46.02126251324685,
  69.83957315389293,
  10.38244692954969,
  47.937329206654624,
  6.357993353579579,
  30.606312484337685,
  121.39901888296282,
  31.131664872198336,
  63.713611657327334,
  25.21776310494605,
  7.627902233338459,
  10.657564454179456,
  28.642218443231357,
  11.613065391992013,
  42.34442597735319,
  35.32740052263784,
  37.40350165919267,
  50.29054156536031,
  38.10146008129219,
  6.1630078659859695,
  47.81007741958481,
  14.015993735012309,
  13.535613551136759,
  12.222022180438449,
  21.00914396156214,
  5.255335921072931,
  23.552704328368158,
  61.63082233086503,
  34.883074170987534,
  111.0614040977351,
  54.28632388426466,
  21.16683783679268,
  10.82600413512975,
  13.574385218876655,
  36.11431673752004,
  34.434675240142354,
  21.166802252015376,
  42.253559781072866,
  48.93302433198453,
  49.0087195292572,
  5.094514081473814,
  53.70087328743548,
  14.055154591890712,
  9.400016264302172,
  85.26016705524454,
  26.133648807929344,
  27.85875123119011,
  18.721963963624365,
  27.04448873474811,
  18.551434270301595,
  88.10343861551631,
  5.172812180767204,
  7.536165016560863,
  84.44553839054439,
  94.33528250898142,
  14.542033743820722,
  41.550086840018096,
  31.181586621794544,
  6.346373239572135,
  14.007272419614747,
  22.88840235289654,
  84.99552667987346,
  8.923836385514063,
  6.525574964902848,
  57.592678054651316,
  27.032001811327987,
  16.936495837460107,
  21.58473914165049,
  49.0053320072829,
  6.476124317277085,
  7.6381218063281855,
  50.22313504984391,
  23.68894001012083,
  10.058284265745536,
  21.349926314564343,
  86.82137874304998,
  93.30187717605122,
  22.457234697770264,
  57.364868405822314,
  7.2176461450538225,
  8.356776482822138,
  35.53633266949107,
  9.123054006519741,
  53.326938448449226,
  68.20658738474245,
  5.794823176706958,
  7.392507385370459,
  10.039751759120962,
  8.464705776114249,
  110.1473650536748,
  25.12321833681538,
  17.041871140599483,
  10.207849835930586,
  17.52927864815489,
  14.882854672939615,
  103.74907638309892,
  42.436508502657674,
  42.20014002723499,
  86.9821261483078,
  45.190905517084616,
  15.226006590605854,
  5.162098224343081,
  18.05866892224462,
  11.65938425894094,
  5.23054428556187,
  81.92084227205126,
  131.48054999218957,
  100.2094161952809,
  20.443788902006748,
  11.148196921283928,
  9.42054530875808,
  24.27798270549415,
  22.479825784191405,
  19.724411713573843,
  31.035190944182688,
  6.574803553942991,
  46.662117481836496,
  5.20269142198402,
  31.689227212255634,
  25.90241841883148,
  11.126566503321005,
  21.87362598558279,
  16.451087858115578,
  35.35891668003922,
  80.75855591424877,
  44.207469370612145,
  5.414109078510478,
  18.427740172277627,
  6.946598965966919,
  45.90815609864583,
  12.734407656729031,
  26.06043557087196,
  11.96663407508298,
  14.279078972841074,
  24.26501670706422,
  7.03381356372197,
  28.901460383439407,
  96.98107554255881,
  101.47997996304743,
  17.901811991650305,
  14.37263516794507,
  51.314730012017876,
  20.51014678250479,
  14.465450029298346,
  14.981327034442483,
  29.03062224571492,
  98.26969569482813,
  5.266282271203422,
  43.33310546741839,
  11.109202027010381,
  7.422884720861018,
  15.797596666543068,
  36.472231883671995,
  9.192369551553885,
  17.831687671194416,
  108.38294338321113,
  5.806484111987648,
  6.13595417273739,
  20.202230120484447,
  14.425503779032276])

Count of hits during the discharge

caption, T_hit,count = 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, count, caption);

([5470700.0,
  6122045.3125,
  6243959.375,
  6290701.5625,
  6297417.1875,
  6312395.3125,
  6315159.375,
  6317226.5625,
  6317284.375,
  6318421.875,
  6365495.3125,
  6365546.875,
  6368198.4375,
  6372684.375,
  6375050.0,
  6376064.0625,
  6405745.3125,
  6413112.5,
  6415925.0,
  6417312.5,
  6434789.0625,
  6461846.875,
  6544517.1875,
  6557629.6875,
  6565242.1875,
  6565315.625,
  6568340.625,
  6576395.3125,
  6610321.875,
  6610728.125,
  6611550.0,
  6612453.125,
  6613289.0625,
  6614284.375,
  6614582.8125,
  6615031.25,
  6615117.1875,
  6616489.0625,
  6638365.625,
  6666957.8125,
  6671709.375,
  6692260.9375,
  6727423.4375,
  6747229.6875,
  6754425.0,
  6770390.625,
  6782639.0625,
  6786725.0,
  6790895.3125,
  6790925.0,
  6791337.5,
  6792334.375,
  6792496.875,
  6792654.6875,
  6793148.4375,
  6793245.3125,
  6793326.5625,
  6794039.0625,
  6794529.6875,
  6795168.75,
  6797026.5625,
  6809607.8125,
  6841125.0,
  6841576.5625,
  6842840.625,
  6843528.125,
  6844050.0,
  6844876.5625,
  6845046.875,
  6845260.9375,
  6845435.9375,
  6931915.625,
  6932621.875,
  6939903.125,
  6948675.0,
  6948954.6875,
  6976082.8125,
  6977854.6875,
  6995010.9375,
  6995221.875,
  6999707.8125,
  7010454.6875,
  7024406.25,
  7051040.625,
  7056859.375,
  7087010.9375,
  7152462.5,
  7191401.5625,
  7203760.9375,
  7206790.625,
  7227307.8125,
  7268150.0,
  7274557.8125,
  7303523.4375,
  7483157.8125,
  7515953.125,
  7532070.3125,
  7585101.5625,
  7592435.9375,
  7617507.8125,
  7640865.625,
  8158739.0625,
  8341992.1875,
  8742915.625,
  8745429.6875,
  8896539.0625,
  8897218.75,
  8900353.125,
  8922768.75,
  8952323.4375,
  9016885.9375,
  9053489.0625,
  9056553.125,
  9071548.4375,
  9081501.5625,
  9083954.6875,
  9084728.125,
  9093759.375,
  9184885.9375,
  9185790.625,
  9186853.125,
  9187056.25,
  9187242.1875,
  9187826.5625,
  9187940.625,
  9188356.25,
  9188840.625,
  9189709.375,
  9190681.25,
  9191962.5,
  9211017.1875,
  9211059.375,
  9212698.4375,
  9213515.625,
  9214260.9375,
  9215653.125,
  9216051.5625,
  9216325.0,
  9216329.6875,
  9218117.1875,
  9219581.25,
  9224764.0625,
  9225714.0625,
  9231679.6875,
  9239634.375,
  9241787.5,
  9249125.0,
  9250290.625,
  9251634.375,
  9252456.25,
  9255898.4375,
  9283743.75,
  9344678.125,
  9345293.75,
  9345715.625,
  9351218.75,
  9358037.5,
  9366471.875,
  9368329.6875,
  9368656.25,
  9368768.75,
  9368971.875,
  9370218.75,
  9371384.375,
  9372092.1875,
  9372323.4375,
  9378300.0,
  9378612.5,
  9380526.5625,
  9387962.5,
  9388795.3125,
  9391978.125,
  9392406.25,
  9393000.0,
  9393389.0625,
  9401007.8125,
  9402292.1875,
  9404040.625,
  9411431.25,
  9411435.9375,
  9423295.3125,
  9424525.0,
  9447748.4375,
  9448029.6875,
  9449560.9375,
  9449623.4375,
  9449703.125,
  9450314.0625,
  9452034.375,
  9452543.75,
  9452779.6875,
  9453740.625,
  9455087.5,
  9456306.25,
  9456981.25,
  9456992.1875,
  9495570.3125,
  9496193.75,
  9497059.375,
  9497332.8125,
  9497600.0,
  9497871.875,
  9499110.9375,
  9499148.4375,
  9500146.875,
  9507839.0625,
  9508890.625,
  9510567.1875,
  9511082.8125,
  9511800.0,
  9522014.0625,
  9525356.25,
  9526981.25,
  9529025.0,
  9529437.5,
  9538645.3125,
  9541935.9375,
  9542082.8125,
  9543035.9375,
  9543720.3125,
  9610778.125,
  9619928.125,
  9638068.75,
  9715906.25,
  9717585.9375,
  9719315.625,
  9741928.125,
  9742382.8125,
  9743175.0,
  9743557.8125,
  9744164.0625,
  9744270.3125,
  9747600.0,
  9747651.5625,
  9749429.6875,
  9751496.875,
  9767779.6875,
  9773337.5,
  9776160.9375,
  9786034.375,
  9786995.3125,
  9791762.5,
  9796870.3125,
  9796893.75,
  9806301.5625,
  9811043.75,
  9890292.1875,
  9906764.0625,
  9925570.3125,
  9931945.3125,
  9965332.8125,
  9969200.0,
  9969675.0,
  9969748.4375,
  9973417.1875,
  9976837.5,
  9988881.25,
  10009853.125,
  10011873.4375,
  10013937.5,
  10023450.0,
  10023475.0,
  10023487.5,
  10038245.3125,
  10100821.875,
  10103193.75,
  10104520.3125,
  10105098.4375,
  10115637.5,
  10132003.125,
  10133939.0625,
  10141028.125,
  10171753.125,
  10204665.625,
  10235901.5625,
  10257421.875,
  10263312.5,
  10297973.4375,
  10316348.4375,
  10421642.1875,
  10515720.3125,
  10520773.4375,
  10521157.8125,
  10557134.375,
  10616289.0625,
  10664932.8125,
  11031510.9375,
  11081223.4375,
  11087146.875,
  11148254.6875,
  11150075.0,
  11154546.875,
  11157140.625,
  11157390.625,
  11158046.875,
  11159251.5625,
  11163929.6875,
  11172446.875,
  11178334.375,
  11181218.75,
  11181789.0625,
  11181923.4375,
  11182198.4375,
  11185790.625,
  11186618.75,
  11186893.75,
  11187134.375,
  11187229.6875,
  11187509.375,
  11187545.3125,
  11187996.875,
  11188053.125,
  11188093.75,
  11188289.0625,
  11188298.4375,
  11188331.25,
  11188475.0,
  11188684.375,
  11189248.4375,
  11189285.9375,
  11189503.125,
  11189548.4375,
  11189592.1875,
  11189967.1875,
  11189973.4375,
  11190028.125,
  11190104.6875,
  11190146.875,
  11190362.5,
  11190379.6875,
  11190412.5,
  11190440.625,
  11190889.0625,
  11190901.5625,
  11190912.5,
  11190926.5625,
  11190970.3125,
  11190984.375,
  11191029.6875,
  11191092.1875,
  11191110.9375,
  11191132.8125,
  11191142.1875,
  11191226.5625,
  11191315.625,
  11191331.25,
  11191434.375,
  11191521.875,
  11191575.0,
  11191585.9375,
  11191670.3125,
  11191746.875,
  11191912.5,
  11192279.6875,
  11192371.875,
  11192506.25,
  11192553.125,
  11192556.25,
  11192593.75,
  11192596.875,
  11192756.25,
  11192851.5625,
  11192982.8125,
  11193021.875,
  11193568.75,
  11193670.3125,
  11193929.6875,
  11195054.6875,
  11195354.6875,
  11195404.6875,
  11195704.6875,
  11195765.625,
  11195878.125,
  11196057.8125,
  11196545.3125,
  11197056.25,
  11197087.5,
  11197525.0,
  11197757.8125,
  11197810.9375,
  11198140.625,
  11198479.6875,
  11198828.125,
  11198859.375,
  11199081.25,
  11199135.9375,
  11199156.25,
  11199279.6875,
  11199400.0,
  11199479.6875,
  11199698.4375,
  11199834.375,
  11199957.8125,
  11200068.75,
  11200262.5,
  11200337.5,
  11200340.625,
  11200615.625,
  11200709.375,
  11200728.125,
  11200754.6875,
  11200759.375,
  11200873.4375,
  11201026.5625,
  11201135.9375,
  11201300.0,
  11201323.4375,
  11201425.0,
  11201487.5,
  11201720.3125,
  11201721.875,
  11201723.4375,
  11201868.75,
  11202296.875,
  11202446.875,
  11202575.0,
  11202614.0625,
  11202729.6875,
  11203282.8125,
  11203473.4375,
  11203918.75,
  11203931.25,
  11203984.375,
  11204048.4375,
  11204375.0,
  11204503.125,
  11204721.875,
  11204970.3125,
  11204973.4375,
  11205012.5,
  11205246.875,
  11205748.4375,
  11205829.6875,
  11205895.3125,
  11205915.625,
  11206426.5625,
  11206657.8125,
  11207381.25,
  11207428.125,
  11207442.1875,
  11207800.0,
  11208667.1875,
  11208676.5625,
  11209234.375,
  11209435.9375,
  11209575.0,
  11209787.5,
  11210067.1875,
  11210945.3125,
  11211142.1875,
  11211165.625,
  11211206.25,
  11211392.1875,
  11211953.125,
  11212381.25,
  11212504.6875,
  11212795.3125,
  11213148.4375,
  11213168.75,
  11213350.0,
  11213417.1875,
  11213596.875,
  11213603.125,
  11214114.0625,
  11214151.5625,
  11214151.5625,
  11214232.8125,
  11214279.6875,
  11214700.0,
  11214840.625,
  11214898.4375,
  11214903.125,
  11214906.25,
  11215139.0625,
  11215178.125,
  11215231.25,
  11215243.75,
  11215276.5625,
  11215678.125,
  11215817.1875,
  11215976.5625,
  11215985.9375,
  11216157.8125,
  11216309.375,
  11216551.5625,
  11217090.625,
  11217496.875,
  11217503.125,
  11217675.0,
  11217793.75,
  11217915.625,
  11217970.3125,
  11218021.875,
  11218479.6875,
  11218504.6875,
  11218801.5625,
  11218946.875,
  11219442.1875,
  11219942.1875,
  11219964.0625,
  11220021.875,
  11220178.125,
  11220557.8125,
  11220560.9375,
  11220590.625,
  11220715.625,
  11220875.0,
  11220925.0,
  11220970.3125,
  11221028.125,
  11221162.5,
  11221514.0625,
  11221576.5625,
  11221579.6875,
  11221593.75,
  11221625.0,
  11221628.125,
  11221654.6875,
  11221712.5,
  11221957.8125,
  11222310.9375,
  11222510.9375,
  11222565.625,
  11222570.3125,
  11222685.9375,
  11222725.0,
  11223121.875,
  11223135.9375,
  11223337.5,
  11223454.6875,
  11223609.375,
  11223725.0,
  11223840.625,
  11224075.0,
  11224110.9375,
  11224146.875,
  11224329.6875,
  11224376.5625,
  11224506.25,
  11224570.3125,
  11224675.0,
  11224732.8125,
  11224953.125,
  11224957.8125,
  11225084.375,
  11225321.875,
  11225578.125,
  11225617.1875,
  11225681.25,
  11225715.625,
  11225753.125,
  11225798.4375,
  11226046.875,
  11226140.625,
  11226384.375,
  11226423.4375,
  11226467.1875,
  11226467.1875,
  11226482.8125,
  11226514.0625,
  11226540.625,
  11226557.8125,
  11226567.1875,
  11226576.5625,
  11226651.5625,
  11226818.75,
  11226828.125,
  11226860.9375,
  11226870.3125,
  11226992.1875,
  11227156.25,
  11227181.25,
  11227203.125,
  11227292.1875,
  11227292.1875,
  11227478.125,
  11227657.8125,
  11227671.875,
  11227723.4375,
  11227740.625,
  11227809.375,
  11227812.5,
  11227842.1875,
  11227895.3125,
  11227901.5625,
  11227907.8125,
  11228212.5,
  11228301.5625,
  11228368.75,
  11228375.0,
  11228400.0,
  11228468.75,
  11228610.9375,
  11228725.0,
  11228742.1875,
  11228815.625,
  11228875.0,
  11228882.8125,
  11229112.5,
  11229334.375,
  11229376.5625,
  11229526.5625,
  11229543.75,
  11229554.6875,
  11229739.0625,
  11229798.4375,
  11229803.125,
  11229870.3125,
  11229929.6875,
  11229985.9375,
  11230042.1875,
  11230084.375,
  11230106.25,
  11230178.125,
  11230264.0625,
  11230359.375,
  11230414.0625,
  11230500.0,
  11230635.9375,
  11230651.5625,
  11230670.3125,
  11230912.5,
  11231665.625,
  11231750.0,
  11231854.6875,
  11231867.1875,
  11232121.875,
  11232148.4375,
  11232245.3125,
  11232439.0625,
  11232779.6875,
  11232881.25,
  11233065.625,
  11233134.375,
  11233137.5,
  11233325.0,
  11233395.3125,
  11233398.4375,
  11233868.75,
  11234004.6875,
  11234018.75,
  11234459.375,
  11234584.375,
  11234676.5625,
  11235034.375,
  11235103.125,
  11235625.0,
  11235676.5625,
  11235748.4375,
  11235876.5625,
  11235884.375,
  11236228.125,
  11236296.875,
  11236773.4375,
  11237193.75,
  11237264.0625,
  11237368.75,
  11237385.9375,
  11237579.6875,
  11237826.5625,
  11238039.0625,
  11238207.8125,
  11238731.25,
  11238868.75,
  11239037.5,
  11239109.375,
  11239160.9375,
  11239621.875,
  11240298.4375,
  11240473.4375,
  11240667.1875,
  11241101.5625,
  11241221.875,
  11241307.8125,
  11241346.875,
  11241737.5,
  11241751.5625,
  11241756.25,
  11241821.875,
  11241904.6875,
  11241917.1875,
  11241943.75,
  11242012.5,
  11242014.0625,
  11242056.25,
  11242626.5625,
  11242646.875,
  11242710.9375,
  11243243.75,
  11243496.875,
  11243656.25,
  11243726.5625,
  11244084.375,
  11244337.5,
  11245167.1875,
  11245357.8125,
  11245587.5,
  11245631.25,
  11245703.125,
  11245731.25,
  11245851.5625,
  11245975.0,
  11246042.1875,
  11246170.3125,
  11246182.8125,
  11246904.6875,
  11247129.6875,
  11247309.375,
  11247362.5,
  11247471.875,
  11247734.375,
  11247900.0,
  11248231.25,
  11248239.0625,
  11248315.625,
  11248387.5,
  11248528.125,
  11248682.8125,
  11248753.125,
  11248785.9375,
  11248892.1875,
  11249142.1875,
  11249175.0,
  11249695.3125,
  11249734.375,
  11250970.3125,
  11251001.5625,
  11251384.375,
  11251653.125,
  11251717.1875,
  11251846.875,
  11252343.75,
  11252778.125,
  11253340.625,
  11254192.1875,
  11254642.1875,
  11254710.9375,
  11254740.625,
  11254776.5625,
  11254784.375,
  11255078.125,
  11255620.3125,
  11255815.625,
  11255928.125,
  11256446.875,
  11256446.875,
  11256614.0625,
  11257279.6875,
  11257450.0,
  11258204.6875,
  11258609.375,
  11258634.375,
  11259451.5625,
  11259792.1875,
  11260662.5,
  11260715.625,
  11260859.375,
  11261665.625,
  11262460.9375,
  11262564.0625,
  11262565.625,
  11262625.0,
  11264050.0,
  11264137.5,
  11265189.0625,
  11265687.5,
  11265751.5625,
  11265840.625,
  11265943.75,
  11266532.8125,
  11267440.625,
  11267560.9375,
  11267832.8125,
  11268154.6875,
  11269114.0625,
  11269442.1875,
  11269500.0,
  11269903.125,
  11269984.375,
  11270670.3125,
  11271157.8125,
  11271178.125,
  11271323.4375,
  11271457.8125,
  11271507.8125,
  11271621.875,
  11271768.75,
  11271820.3125,
  11271985.9375,
  11272401.5625,
  11272409.375,
  11272700.0,
  11272768.75,
  11272804.6875,
  11272954.6875,
  11273239.0625,
  11273246.875,
  11273371.875,
  11273478.125,
  11273490.625,
  11273871.875,
  11274337.5,
  11274381.25,
  11274671.875,
  11274860.9375,
  11274910.9375,
  11275226.5625,
  11275287.5,
  11275298.4375,
  11275357.8125,
  11275526.5625,
  11275825.0,
  11276135.9375,
  11276182.8125,
  11276209.375,
  11276214.0625,
  11276262.5,
  11276278.125,
  11276431.25,
  11276592.1875,
  11276671.875,
  11276798.4375,
  11276882.8125,
  11277109.375,
  11277114.0625,
  11277500.0,
  11277615.625,
  11277729.6875,
  11277864.0625,
  11278112.5,
  11278159.375,
  11278257.8125,
  11278439.0625,
  11278887.5,
  11278912.5,
  11278935.9375,
  11278951.5625,
  11279217.1875,
  11279303.125,
  11279500.0,
  11279790.625,
  11280242.1875,
  11280390.625,
  11280829.6875,
  11280932.8125,
  11280975.0,
  11281148.4375,
  11282146.875,
  11282423.4375,
  11282645.3125,
  11283068.75,
  11283117.1875,
  11283446.875,
  11283675.0,
  11285146.875,
  11285829.6875,
  11286868.75,
  11286884.375,
  11287160.9375,
  11287489.0625,
  11288742.1875,
  11289150.0,
  11289871.875,
  11290551.5625,
  11290565.625,
  11290871.875,
  11292012.5,
  11293326.5625,
  11293557.8125,
  11294004.6875,
  11294284.375,
  11297067.1875,
  11298284.375,
  11301239.0625,
  11307773.4375],
 [19.2154295523539,
  89.55258854213393,
  14.370355298661053,
  57.20399228797166,
  44.811780504814074,
  26.75388049298675,
  6.530170367706963,
  46.51528292778501,
  5.291261754564691,
  11.241879054981549,
  24.51955003314039,
  5.4735318475161385,
  16.98705148080214,
  6.854651163154591,
  134.54444194779637,
  108.56779278433693,
  29.617489241934027,
  51.53468854959295,
  45.763343383599434,
  29.438834060151855,
  8.984525156225294,
  11.413458231150608,
  79.11277376253217,
  29.332268207312964,
  7.754292493196194,
  5.1596478858584565,
  65.75759256528346,
  29.886755584893912,
  26.5584010269535,
  23.863277590325925,
  14.547172927251028,
  60.30310941298213,
  19.09707671046739,
  156.3456596865374,
  17.16082850848504,
  46.84886998523748,
  22.061472761700315,
  21.5868778827754,
  9.24097056919769,
  23.262784910507882,
  118.25907569736367,
  61.11357374615261,
  38.57253171293951,
  47.46288157118514,
  34.99858159090979,
  45.693231652771615,
  9.251113344025454,
  8.059526900380703,
  90.49611075964678,
  20.520631561015886,
  11.720049670994765,
  29.740928249506485,
  107.58167149662388,
  6.40105327770997,
  28.50712426756071,
  13.07560101312344,
  68.26889573018359,
  17.74258765455825,
  56.945125949754264,
  72.29505848984574,
  6.020204843413952,
  44.54701547359016,
  40.36894174918001,
  17.067673224056758,
  9.605313045803141,
  18.59978060841521,
  57.41665724064427,
  217.70902154594663,
  60.42647272904755,
  64.01513099818922,
  5.657883631660489,
  69.18948929366888,
  12.09263699146219,
  13.107291736562065,
  39.879337497829894,
  22.24404132702483,
  23.154982776707463,
  123.23317597273478,
  53.05712160521556,
  25.354345409682807,
  6.980673241152645,
  30.94223972389825,
  10.214020951023041,
  142.33953166532407,
  297.29521644971095,
  10.760884240449247,
  23.924188692267542,
  145.2495245410926,
  7.913224832692245,
  70.96656852421646,
  30.52159985969437,
  99.8772153032514,
  49.93174090042638,
  30.353901470667097,
  9.26361765387983,
  21.240483298665268,
  9.544389337823151,
  33.41682334052246,
  124.01046154983763,
  31.81760139138788,
  97.40791875541008,
  31.90252501810467,
  26.154246510660762,
  5.140815620989394,
  17.177225782037713,
  64.50741966314932,
  35.957545738789264,
  104.5144784399327,
  26.64889928125563,
  59.48767625255684,
  16.942852235320416,
  134.40837950624547,
  22.053034040793786,
  6.23291908819242,
  5.911287509029278,
  110.56842971665007,
  7.677522869714147,
  6.284719157619654,
  42.683435128956695,
  8.32042025593095,
  9.928282408649084,
  19.722045606635636,
  28.987548108221837,
  22.541174969365414,
  100.96387202082396,
  5.803734727703886,
  19.65109117609528,
  24.842907083337348,
  30.680043183427458,
  8.658986238020574,
  26.621158222116563,
  35.042213976536594,
  56.984986104709336,
  22.89199804998787,
  12.055277195586118,
  67.62044480693226,
  16.47506936148762,
  31.985816272631364,
  20.16372603464425,
  25.89806132220823,
  28.880419122242554,
  15.46104680811437,
  21.045317789123715,
  45.491566144160146,
  85.2147434472077,
  17.309245418570566,
  8.078382959682134,
  8.195185905875588,
  20.622677176985167,
  6.1076938727813745,
  137.97297094019163,
  40.72741328583843,
  105.8852169166256,
  59.00638138940108,
  37.84499218295711,
  18.052755338778198,
  12.777847454904615,
  18.981400770137018,
  166.2523480868819,
  119.7609513969797,
  114.13651494861878,
  16.652970221240064,
  46.62280759256032,
  195.60053890605388,
  46.59376171522019,
  84.21447092167637,
  35.67032040601055,
  54.621348313428555,
  22.53155975251148,
  43.436918197163806,
  15.338022649426478,
  38.304689734371735,
  15.100770425629005,
  44.81912929448974,
  6.320434263713759,
  28.76550382602135,
  107.88435606427258,
  8.450202504917593,
  84.97320765353425,
  37.56270282959764,
  58.030205410898795,
  5.7709920107508434,
  32.06595252128765,
  17.993235980718183,
  17.6253432354124,
  41.00399468709798,
  59.93992228451643,
  84.16686319144326,
  10.351134411316657,
  13.5293570573456,
  49.50857954099376,
  34.1751830579345,
  63.41813705918761,
  10.368743511179968,
  18.738693240509853,
  6.657544770175715,
  52.444248361771116,
  49.51492145254019,
  24.429689187005337,
  12.706705068052425,
  53.697597530578605,
  8.236528576630326,
  157.20851863249132,
  34.22233017568783,
  24.64701976296206,
  47.981146511860544,
  56.64239394103669,
  5.7529193433668295,
  21.83882126418456,
  19.57399568647594,
  32.83299838602224,
  298.4792889812215,
  98.62888764356468,
  26.47639052807266,
  55.785696132754126,
  19.240462877606962,
  18.30042911850452,
  55.666689248636914,
  6.032081601307642,
  103.43258385604304,
  7.426222274868422,
  175.87626436116688,
  5.208550669803976,
  87.66195913679998,
  6.970929251076096,
  101.57004136135618,
  51.365073943841615,
  60.9338213153302,
  52.62441405820311,
  12.093841119121558,
  79.93321541879693,
  131.19417342765024,
  8.139494005406712,
  5.821175516598972,
  8.455144136445806,
  70.4630275673035,
  34.323304711144594,
  84.58534687972843,
  108.64944103920774,
  13.681570178809102,
  62.22614937523675,
  12.365094712858127,
  28.492406438982332,
  11.695273511376318,
  52.46457819806943,
  80.60044291018835,
  66.2486926663718,
  74.93155719876815,
  5.887282941632003,
  18.54482833822992,
  10.659805712491513,
  106.2018419397337,
  78.7222965759835,
  5.176864716447867,
  47.39263194185077,
  58.657984790067154,
  12.137771994305721,
  5.6537688156527866,
  57.06383264487278,
  15.620701400616198,
  48.72667263087499,
  6.868133893677933,
  7.624943522082688,
  6.511652217974223,
  28.12847202639719,
  6.3308568389160085,
  85.81788067101157,
  39.5355884853977,
  25.799927371278617,
  5.635185781668891,
  19.413694709855502,
  103.66360819193886,
  39.27383368194472,
  13.696639081188916,
  44.29238541410025,
  110.26364335749889,
  20.176164818304052,
  11.964093289182197,
  48.53086118336387,
  49.204634448661025,
  6.970078167026922,
  8.935250347429678,
  47.064436161810555,
  98.01106467781845,
  13.380820703223215,
  35.649780551146065,
  8.416738377800952,
  6.425517229849981,
  85.7151444578088,
  12.068191739864806,
  10.415593125635109,
  8.972398263117928,
  42.37344961171816,
  58.2661475358052,
  23.319547183968105,
  73.68292085277879,
  80.81713775262017,
  38.13017052214444,
  7.693987769674597,
  16.377388457263514,
  86.45912336994074,
  93.21326374404448,
  52.01944740977451,
  18.291413416405508,
  7.514705503132166,
  40.84015074842837,
  17.22129104662929,
  6.398440824001257,
  20.405598255080214,
  25.33041735696217,
  13.445138437343513,
  92.95164637472942,
  41.36511519869156,
  65.44956925553036,
  55.155084595589955,
  30.00283269197329,
  19.612254510784922,
  32.83023133034581,
  44.758132906000625,
  15.308796375793193,
  12.413608308115478,
  10.68845631053543,
  9.245130215340437,
  16.671255064750632,
  37.374326254738456,
  5.777629518547999,
  35.04937588090091,
  17.980773221899423,
  33.13911708660834,
  15.058198397742165,
  76.7816122129089,
  6.377286346592362,
  44.489582365049124,
  45.18491444488918,
  10.724624285581632,
  14.070434476963813,
  45.13512991270552,
  12.609869601272743,
  10.595083751588458,
  20.89065575264003,
  48.26806553866681,
  36.10995743514956,
  7.7460302051703,
  7.505432818216993,
  25.27096680329298,
  5.128056347923415,
  8.081620682470584,
  16.787434254518708,
  12.548672309875796,
  7.309578165500295,
  29.020397725107284,
  15.819777974452645,
  21.842558275844425,
  42.749059836789236,
  56.04955688135264,
  18.431463067382307,
  41.86821160239721,
  24.012749600134843,
  81.63171093430608,
  27.620072308716992,
  9.997263199271416,
  7.754638245339949,
  60.24650286862469,
  23.835065228706924,
  7.401011322532126,
  15.703710682886056,
  7.13657384749423,
  13.657442972863167,
  13.416787128507428,
  31.59162517362728,
  39.78198164977961,
  15.291569046090522,
  21.48855460426641,
  146.21183152002635,
  59.78011245708154,
  70.81183821481665,
  141.7277492793319,
  26.403224294035706,
  39.51417239946688,
  30.897482814382986,
  17.552609536530802,
  9.58766721154342,
  77.56996682126315,
  17.147744434704386,
  31.058917482281707,
  11.290727540660633,
  20.224815672530422,
  65.82104401212247,
  72.92231591405691,
  6.585060122686211,
  11.125336338174773,
  5.866850039796829,
  16.118845809924984,
  63.95025140890468,
  67.25577173679876,
  13.384798335304454,
  82.94665171031781,
  35.619306463418056,
  23.205619874504407,
  74.20522964493901,
  7.340666706822463,
  14.749773076930264,
  9.271464809005398,
  46.48912410617532,
  7.948426370465435,
  23.756361712600018,
  6.088395514391004,
  6.302727603136325,
  71.53022670204054,
  35.021021869095875,
  17.623555629125867,
  14.411791763744088,
  13.628827912187504,
  5.404040694168145,
  17.53156105658011,
  19.99823029524813,
  7.754790468958489,
  89.70109119222542,
  7.556148365213274,
  25.965060177981975,
  23.426498016563794,
  10.14428547043145,
  57.42988902025119,
  31.815525977940702,
  7.743952994812329,
  32.109797045428806,
  53.94240851334756,
  46.25298270850679,
  26.772815264614813,
  39.50925386853139,
  23.77816653558072,
  69.79518841739711,
  10.550828769485605,
  49.40105418719045,
  43.02799056819079,
  5.908332187910523,
  8.389694091899239,
  5.411725324815218,
  6.659641162254998,
  5.148741916051411,
  13.018939389113124,
  14.369263879145777,
  21.146769197012503,
  21.872154900812458,
  13.688695176942094,
  8.448224543756433,
  37.24216527716307,
  16.28188339153168,
  17.928664213940998,
  11.430343282894036,
  44.70953331731848,
  52.62467879165811,
  45.493779866664454,
  40.00077846891103,
  54.48894618210974,
  11.324782041286394,
  18.9468971704655,
  15.624337007099601,
  10.07164556284105,
  36.136225125879946,
  6.383005547928466,
  14.901742383627454,
  14.925043733038475,
  22.620977183698667,
  6.983810820614679,
  24.85458182474022,
  12.64207354586782,
  8.959333766573748,
  14.072681049693339,
  14.727675607944024,
  5.897178780864305,
  14.793275357159445,
  41.300704270154355,
  40.57628120280969,
  12.853708620908415,
  13.453643611525175,
  30.722172602768957,
  9.926232490786155,
  47.14677218625363,
  11.911645024717282,
  35.48180106788522,
  69.73056913729127,
  26.493920191066046,
  91.13206307859123,
  26.142266212372864,
  30.708904276228445,
  20.39439571720566,
  23.20537404952701,
  42.49547458507458,
  25.64729266426884,
  34.1197785723608,
  20.262190240739343,
  5.189546737127401,
  12.572815226237152,
  9.430343393089538,
  7.0183345759590745,
  48.09402447066543,
  6.628072789602321,
  9.908964510692961,
  13.518875043548238,
  37.97285072811504,
  39.549782492630676,
  9.002334403506342,
  22.00836846897292,
  49.1403915087156,
  6.1593746587870095,
  20.334718043361036,
  66.37898921317844,
  87.91118950629291,
  26.38949628689685,
  75.24588157355609,
  35.69825321773843,
  14.673983140228355,
  14.82047446937802,
  72.71234538104842,
  29.86007877256362,
  51.52256662333684,
  29.625169596203836,
  95.2098589382308,
  10.266281834717775,
  49.506976388462604,
  22.206844028616224,
  10.483578363836186,
  15.082327217535068,
  42.24666349694151,
  51.87424614935948,
  51.48758727009644,
  19.646884891683953,
  5.293078022010689,
  11.093344208484977,
  5.8194539965376055,
  6.939367469405111,
  8.352271377889013,
  6.284496889469913,
  16.104931226655747,
  72.69328131479669,
  11.427941787757222,
  36.74397531453554,
  10.347121196824602,
  21.014102576829373,
  11.505990441010656,
  11.939822363503923,
  40.83490349167668,
  5.728664673603575,
  29.26027164895753,
  12.51418926142831,
  22.6775898377942,
  6.079412548335617,
  29.302165490976535,
  102.70976793125672,
  56.84214704002435,
  66.2668457954252,
  96.72747174152747,
  67.9405082300604,
  20.27287876012243,
  36.542178314746145,
  6.151914691269665,
  41.244366789223335,
  14.441408443638895,
  27.744506314230723,
  26.239260501988262,
  32.229118398702624,
  17.697433462978232,
  14.39602176586904,
  5.231643332867902,
  22.082874885854054,
  5.402808866845115,
  25.878025141512442,
  6.040398486905212,
  24.636275886575717,
  71.04539707230435,
  58.04083447124795,
  26.003062357681554,
  14.4022288742417,
  60.91498228126416,
  19.45826261863541,
  10.123778425960948,
  23.445382235071065,
  26.434888263639614,
  5.612731546844431,
  31.64826045373723,
  33.16981878834403,
  66.95048665925208,
  42.33817539051895,
  70.92840005186784,
  30.607143968110407,
  44.112125804838236,
  60.86494062425038,
  88.76341085264215,
  79.31061842136104,
  8.908223246334472,
  5.223142510423527,
  76.9641490504155,
  47.7765082859956,
  25.943899801221846,
  36.53781248430798,
  10.5910286757399,
  23.748638609542652,
  18.089933854231074,
  61.70399034704518,
  17.456940543601768,
  13.18213828624253,
  32.6484229293632,
  32.43281571002123,
  101.61661638600606,
  57.345436713391315,
  28.68309170424345,
  5.2186775478605,
  5.681630259765935,
  79.74819338676163,
  7.451958603634344,
  57.63097491347129,
  12.277893560714832,
  19.52871576319681,
  136.8781468931789,
  6.037513420892447,
  38.47534471979837,
  12.983316575943968,
  32.907006897292824,
  9.578760087295343,
  13.116074587375607,
  24.775521522643736,
  10.755654488319447,
  99.96875360790315,
  12.85317541431894,
  36.782147607281594,
  49.43601960509329,
  5.220232653968736,
  5.457796766727303,
  9.43810473661178,
  10.067959735892794,
  20.204842789321127,
  25.958579603808438,
  25.722918264879215,
  59.08686006389523,
  21.52328120958489,
  23.031003790454857,
  20.876197297286414,
  75.99798096131326,
  27.09070877294054,
  53.797213417670186,
  43.047582219957135,
  67.87573448830743,
  5.745826318142593,
  31.418046575271,
  47.14878914859085,
  88.18478941213253,
  5.280473165712254,
  15.48063081445228,
  5.046605275281482,
  7.080052212698353,
  60.49974931357806,
  6.233840845351417,
  186.37660783624187,
  44.38737537705964,
  39.542584946948445,
  54.17550854876919,
  6.1934164678063075,
  49.28731723008159,
  32.38719736798186,
  13.160990412669836,
  20.857098742305503,
  10.29534003529524,
  21.745973892790097,
  65.47553683411499,
  24.142971358875677,
  24.731588505718477,
  42.32035782285217,
  15.249931475779778,
  61.86547253028861,
  75.76114057251098,
  24.65683997342812,
  16.17679519295178,
  5.424220788653245,
  18.696611551758302,
  31.427751664361818,
  44.59367498670005,
  6.338670706173984,
  44.25557778986483,
  24.021748303272865,
  49.89078313695396,
  37.01252132827999,
  8.923371271224662,
  56.207632262218226,
  16.490000663356724,
  7.684860379061482,
  31.537362101845687,
  5.593332306509236,
  20.07892381470297,
  5.256933266731531,
  17.066383251529615,
  21.4851241315282,
  62.75012960561685,
  34.878283989950035,
  112.29818462854801,
  14.517489635698217,
  55.35497554948135,
  46.61620988033934,
  7.995595640237112,
  16.367726420642015,
  14.633649664447823,
  63.244302879746726,
  6.323392369985584,
  33.083540173689094,
  21.04261395869716,
  41.78009336545705,
  21.754887736277286,
  10.652181316482707,
  24.86035827570537,
  6.611075669615951,
  5.486563150483383,
  27.136199183780025,
  10.339596730452229,
  17.89746605688413,
  19.63441586536146,
  46.02126251324685,
  69.83957315389293,
  10.38244692954969,
  47.937329206654624,
  6.357993353579579,
  30.606312484337685,
  121.39901888296282,
  31.131664872198336,
  63.713611657327334,
  25.21776310494605,
  7.627902233338459,
  10.657564454179456,
  28.642218443231357,
  11.613065391992013,
  42.34442597735319,
  35.32740052263784,
  37.40350165919267,
  50.29054156536031,
  38.10146008129219,
  6.1630078659859695,
  47.81007741958481,
  14.015993735012309,
  13.535613551136759,
  12.222022180438449,
  21.00914396156214,
  5.255335921072931,
  23.552704328368158,
  61.63082233086503,
  34.883074170987534,
  111.0614040977351,
  54.28632388426466,
  21.16683783679268,
  10.82600413512975,
  13.574385218876655,
  36.11431673752004,
  34.434675240142354,
  21.166802252015376,
  42.253559781072866,
  48.93302433198453,
  49.0087195292572,
  5.094514081473814,
  53.70087328743548,
  14.055154591890712,
  9.400016264302172,
  85.26016705524454,
  26.133648807929344,
  27.85875123119011,
  18.721963963624365,
  27.04448873474811,
  18.551434270301595,
  88.10343861551631,
  5.172812180767204,
  7.536165016560863,
  84.44553839054439,
  94.33528250898142,
  14.542033743820722,
  41.550086840018096,
  31.181586621794544,
  6.346373239572135,
  14.007272419614747,
  22.88840235289654,
  84.99552667987346,
  8.923836385514063,
  6.525574964902848,
  57.592678054651316,
  27.032001811327987,
  16.936495837460107,
  21.58473914165049,
  49.0053320072829,
  6.476124317277085,
  7.6381218063281855,
  50.22313504984391,
  23.68894001012083,
  10.058284265745536,
  21.349926314564343,
  86.82137874304998,
  93.30187717605122,
  22.457234697770264,
  57.364868405822314,
  7.2176461450538225,
  8.356776482822138,
  35.53633266949107,
  9.123054006519741,
  53.326938448449226,
  68.20658738474245,
  5.794823176706958,
  7.392507385370459,
  10.039751759120962,
  8.464705776114249,
  110.1473650536748,
  25.12321833681538,
  17.041871140599483,
  10.207849835930586,
  17.52927864815489,
  14.882854672939615,
  103.74907638309892,
  42.436508502657674,
  42.20014002723499,
  86.9821261483078,
  45.190905517084616,
  15.226006590605854,
  5.162098224343081,
  18.05866892224462,
  11.65938425894094,
  5.23054428556187,
  81.92084227205126,
  131.48054999218957,
  100.2094161952809,
  20.443788902006748,
  11.148196921283928,
  9.42054530875808,
  24.27798270549415,
  22.479825784191405,
  19.724411713573843,
  31.035190944182688,
  6.574803553942991,
  46.662117481836496,
  5.20269142198402,
  31.689227212255634,
  25.90241841883148,
  11.126566503321005,
  21.87362598558279,
  16.451087858115578,
  35.35891668003922,
  80.75855591424877,
  44.207469370612145,
  5.414109078510478,
  18.427740172277627,
  6.946598965966919,
  45.90815609864583,
  12.734407656729031,
  26.06043557087196,
  11.96663407508298,
  14.279078972841074,
  24.26501670706422,
  7.03381356372197,
  28.901460383439407,
  96.98107554255881,
  101.47997996304743,
  17.901811991650305,
  14.37263516794507,
  51.314730012017876,
  20.51014678250479,
  14.465450029298346,
  14.981327034442483,
  29.03062224571492,
  98.26969569482813,
  5.266282271203422,
  43.33310546741839,
  11.109202027010381,
  7.422884720861018,
  15.797596666543068,
  36.472231883671995,
  9.192369551553885,
  17.831687671194416,
  108.38294338321113,
  5.806484111987648,
  6.13595417273739,
  20.202230120484447,
  14.425503779032276])

Graph for home page

Detected energies during the discharge + Energy spectrum

multiplot(icon_fig, T_int_first,E,xle,Etot)