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 = 44346
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);

([4817234.375,
  4828976.5625,
  4832620.3125,
  4848707.8125,
  4854321.875,
  4856570.3125,
  4864242.1875,
  4866087.5,
  4871884.375,
  4871895.3125,
  4876035.9375,
  4879512.5,
  4883829.6875,
  4886518.75,
  4894018.75,
  4903950.0,
  4907926.5625,
  4939554.6875,
  4946489.0625,
  4947260.9375,
  4947976.5625,
  4947998.4375,
  4962565.625,
  4976137.5,
  4978432.8125,
  4978457.8125,
  4984668.75,
  4989339.0625,
  4990793.75,
  4998298.4375,
  5003065.625,
  5005209.375,
  5005506.25,
  5007470.3125,
  5010971.875,
  5014707.8125,
  5016293.75,
  5039971.875,
  5047256.25,
  5060921.875,
  5064495.3125,
  5081628.125,
  5083240.625,
  5083279.6875,
  5087129.6875,
  5096179.6875,
  5103784.375,
  5113546.875,
  5114884.375,
  5116762.5,
  5117467.1875,
  5119068.75,
  5119167.1875,
  5120178.125,
  5130876.5625,
  5132400.0,
  5137315.625,
  5137454.6875,
  5139532.8125,
  5142390.625,
  5142393.75,
  5147276.5625,
  5149664.0625,
  5151015.625,
  5157882.8125,
  5163259.375,
  5163534.375,
  5163595.3125,
  5164348.4375,
  5165207.8125,
  5167646.875,
  5169039.0625,
  5178390.625,
  5179640.625,
  5180945.3125,
  5185039.0625,
  5186757.8125,
  5187053.125,
  5189692.1875,
  5189726.5625,
  5191495.3125,
  5192998.4375,
  5201670.3125,
  5211117.1875,
  5212390.625,
  5220271.875,
  5220506.25,
  5220528.125,
  5232412.5,
  5232756.25,
  5236253.125,
  5248609.375,
  5251160.9375,
  5254512.5,
  5256490.625,
  5263329.6875,
  5264206.25,
  5264740.625,
  5265801.5625,
  5267593.75,
  5267660.9375,
  5271218.75,
  5272521.875,
  5280703.125,
  5285729.6875,
  5292760.9375,
  5293710.9375,
  5295207.8125,
  5298681.25,
  5298914.0625,
  5298943.75,
  5300409.375,
  5301479.6875,
  5304006.25,
  5304326.5625,
  5308918.75,
  5312242.1875,
  5312684.375,
  5318848.4375,
  5319728.125,
  5319732.8125,
  5333023.4375,
  5333210.9375,
  5334406.25,
  5337687.5,
  5342850.0,
  5344378.125,
  5346400.0,
  5346657.8125,
  5350259.375,
  5352596.875,
  5352890.625,
  5352959.375,
  5353479.6875,
  5354171.875,
  5356214.0625,
  5362265.625,
  5372712.5,
  5375415.625,
  5375870.3125,
  5376629.6875,
  5376879.6875,
  5379596.875,
  5380815.625,
  5384132.8125,
  5385485.9375,
  5389531.25,
  5391287.5,
  5391968.75,
  5395007.8125,
  5395234.375,
  5395740.625,
  5397564.0625,
  5401729.6875,
  5405928.125,
  5412585.9375,
  5412998.4375,
  5413621.875,
  5414418.75,
  5416781.25,
  5417981.25,
  5424203.125,
  5426931.25,
  5429960.9375,
  5446040.625,
  5448712.5,
  5471921.875,
  5476967.1875,
  5482043.75,
  5485520.3125,
  5490748.4375,
  5492096.875,
  5495609.375,
  5496076.5625,
  5496159.375,
  5500589.0625,
  5503212.5,
  5504110.9375,
  5505464.0625,
  5507712.5,
  5508282.8125,
  5508376.5625,
  5509059.375,
  5511051.5625,
  5512885.9375,
  5515440.625,
  5518039.0625,
  5520207.8125,
  5520975.0,
  5521571.875,
  5521593.75,
  5521623.4375,
  5521671.875,
  5521687.5,
  5522039.0625,
  5522448.4375,
  5523781.25,
  5531051.5625,
  5531065.625,
  5531254.6875,
  5531734.375,
  5531935.9375,
  5532145.3125,
  5532192.1875,
  5532295.3125,
  5532443.75,
  5532903.125,
  5533403.125,
  5533464.0625,
  5539529.6875,
  5539795.3125,
  5542400.0,
  5547496.875,
  5549228.125,
  5551251.5625,
  5552592.1875,
  5572098.4375,
  5577507.8125,
  5586646.875,
  5598648.4375,
  5652085.9375,
  5682503.125,
  5686948.4375,
  5703206.25,
  5703860.9375,
  5708006.25,
  5714717.1875,
  5715521.875,
  5715560.9375,
  5716279.6875,
  5716443.75,
  5716664.0625,
  5717375.0,
  5717729.6875,
  5717935.9375,
  5718190.625,
  5719870.3125,
  5721140.625,
  5721415.625,
  5721809.375,
  5723034.375,
  5723470.3125,
  5724076.5625,
  5726528.125,
  5726925.0,
  5727459.375,
  5728571.875,
  5728676.5625,
  5728695.3125,
  5729510.9375,
  5729646.875,
  5730512.5,
  5730987.5,
  5735351.5625,
  5736300.0,
  5739132.8125,
  5741785.9375,
  5741940.625,
  5746248.4375,
  5750939.0625,
  5754392.1875,
  5755846.875,
  5756695.3125,
  5757492.1875,
  5757854.6875,
  5758210.9375,
  5758575.0,
  5758854.6875,
  5759237.5,
  5759278.125,
  5760421.875,
  5760850.0,
  5761092.1875,
  5761490.625,
  5761825.0,
  5761873.4375,
  5761885.9375,
  5762000.0,
  5764485.9375,
  5772100.0,
  5795803.125,
  5801975.0,
  5807495.3125,
  5811725.0,
  5812639.0625,
  5829212.5,
  5831882.8125,
  5833584.375,
  5847576.5625,
  5853457.8125,
  5857214.0625,
  5866760.9375,
  5882225.0,
  6013062.5,
  6269170.3125,
  6299398.4375,
  6546253.125,
  7096085.9375,
  7253779.6875,
  7291503.125,
  7293540.625,
  7294529.6875,
  7295587.5,
  7296192.1875,
  7296382.8125,
  7296398.4375,
  7296784.375,
  7296853.125,
  7297718.75,
  7297865.625,
  7298021.875,
  7301096.875,
  7301103.125,
  7301110.9375,
  7301410.9375,
  7301445.3125,
  7301915.625,
  7301990.625,
  7310339.0625,
  7333493.75,
  7337201.5625,
  7339860.9375,
  7340534.375,
  7341225.0,
  7344579.6875,
  7345206.25,
  7348242.1875,
  7401351.5625,
  7403495.3125,
  7406406.25,
  7406467.1875,
  7406560.9375,
  7429870.3125,
  7480420.3125,
  7499660.9375,
  7522090.625,
  7522215.625,
  7522390.625,
  7522884.375,
  7523753.125,
  7524698.4375,
  7527450.0,
  7529904.6875,
  7553156.25,
  7554128.125,
  7559171.875,
  7559215.625,
  7560715.625,
  7562079.6875,
  7562298.4375,
  7562301.5625,
  7563914.0625,
  7563940.625,
  7564279.6875,
  7564470.3125,
  7565779.6875,
  7566207.8125,
  7566731.25,
  7566884.375,
  7567362.5,
  7567389.0625,
  7568728.125,
  7569345.3125,
  7569429.6875,
  7570201.5625,
  7570384.375,
  7570709.375,
  7571093.75,
  7571501.5625,
  7571504.6875,
  7577473.4375,
  7577493.75,
  7579328.125,
  7580556.25,
  7591039.0625,
  7591546.875,
  7591581.25,
  7592225.0,
  7593185.9375,
  7597284.375,
  7599153.125,
  7602875.0,
  7605331.25,
  7605368.75,
  7617353.125,
  7625345.3125,
  7630220.3125,
  7636387.5,
  7641554.6875,
  7643025.0,
  7644240.625,
  7650309.375,
  7652632.8125,
  7652792.1875,
  7655840.625,
  7657584.375,
  7659006.25,
  7662187.5,
  7662654.6875,
  7663060.9375,
  7664650.0,
  7665601.5625,
  7665679.6875,
  7665703.125,
  7666095.3125,
  7667218.75,
  7667856.25,
  7668875.0,
  7669567.1875,
  7669787.5,
  7670575.0,
  7670651.5625,
  7670856.25,
  7671342.1875,
  7671467.1875,
  7671892.1875,
  7671898.4375,
  7672476.5625,
  7672646.875,
  7672807.8125,
  7672818.75,
  7673673.4375,
  7673700.0,
  7674401.5625,
  7675142.1875,
  7675693.75,
  7675892.1875,
  7677453.125,
  7677953.125,
  7682664.0625,
  7683381.25,
  7685993.75,
  7688746.875,
  7693904.6875,
  7699473.4375,
  7699534.375,
  7699871.875,
  7700804.6875,
  7700835.9375,
  7702132.8125,
  7702776.5625,
  7702787.5,
  7702826.5625,
  7703714.0625,
  7703979.6875,
  7704510.9375,
  7704646.875,
  7704734.375,
  7705578.125,
  7705589.0625,
  7706500.0,
  7707070.3125,
  7707381.25,
  7707887.5,
  7710559.375,
  7710679.6875,
  7712348.4375,
  7713346.875,
  7713367.1875,
  7716501.5625,
  7718373.4375,
  7719600.0,
  7723403.125,
  7723739.0625,
  7727818.75,
  7728720.3125,
  7730323.4375,
  7731626.5625,
  7733476.5625,
  7734282.8125,
  7735771.875,
  7736531.25,
  7736787.5,
  7738284.375,
  7739350.0,
  7739723.4375,
  7739850.0,
  7742068.75,
  7743128.125,
  7743150.0,
  7745682.8125,
  7746523.4375,
  7747175.0,
  7748354.6875,
  7748482.8125,
  7750820.3125,
  7753053.125,
  7753132.8125,
  7754460.9375,
  7756179.6875,
  7756321.875,
  7756868.75,
  7756868.75,
  7757187.5,
  7757192.1875,
  7757340.625,
  7757418.75,
  7758081.25,
  7758103.125,
  7758146.875,
  7758467.1875,
  7758707.8125,
  7758912.5,
  7759354.6875,
  7759607.8125,
  7759809.375,
  7760981.25,
  7761020.3125,
  7761976.5625,
  7762021.875,
  7762446.875,
  7762601.5625,
  7762734.375,
  7762965.625,
  7765828.125,
  7767025.0,
  7767568.75,
  7768312.5,
  7769015.625,
  7771343.75,
  7773001.5625,
  7773946.875,
  7776789.0625,
  7777057.8125,
  7777145.3125,
  7777265.625,
  7777598.4375,
  7777776.5625,
  7778081.25,
  7778115.625,
  7778146.875,
  7778159.375,
  7778448.4375,
  7778498.4375,
  7778793.75,
  7779364.0625,
  7779790.625,
  7780603.125,
  7783034.375,
  7783048.4375,
  7785693.75,
  7785910.9375,
  7786318.75,
  7786751.5625,
  7787690.625,
  7787754.6875,
  7789839.0625,
  7790981.25,
  7792409.375,
  7793117.1875,
  7794068.75,
  7794820.3125,
  7795454.6875,
  7798795.3125,
  7799434.375,
  7803548.4375,
  7804262.5,
  7804995.3125,
  7806270.3125,
  7806537.5,
  7807154.6875,
  7807637.5,
  7807993.75,
  7808045.3125,
  7809753.125,
  7816270.3125,
  7819703.125,
  7821201.5625,
  7825321.875,
  7825598.4375,
  7826446.875,
  7831739.0625,
  7835351.5625,
  7836529.6875,
  7837039.0625,
  7837045.3125,
  7837206.25,
  7838307.8125,
  7841015.625,
  7841781.25,
  7842168.75,
  7844209.375,
  7848382.8125,
  7849351.5625,
  7851314.0625,
  7856818.75,
  7857473.4375,
  7861021.875,
  7862278.125,
  7877498.4375,
  7885196.875,
  7891637.5,
  7909939.0625,
  7947521.875,
  7951598.4375,
  7956054.6875,
  7956309.375,
  7956771.875,
  7957637.5,
  7958912.5,
  7959303.125,
  7960371.875,
  7965260.9375,
  7966925.0,
  7970478.125,
  7971701.5625,
  8020320.3125,
  8020829.6875,
  8031901.5625,
  8098581.25,
  8098595.3125,
  8105904.6875,
  8140467.1875,
  8140467.1875,
  8149868.75,
  8150476.5625,
  8155087.5,
  8159634.375,
  8162457.8125,
  8169651.5625,
  8175151.5625,
  8179442.1875,
  8192418.75,
  8220907.8125,
  8226946.875,
  8233079.6875,
  8233581.25,
  8264310.9375,
  8265626.5625,
  8272951.5625,
  8278957.8125,
  8278987.5,
  8282404.6875,
  8282406.25,
  8283070.3125,
  8283195.3125,
  8285659.375,
  8290571.875,
  8296128.125,
  8296139.0625,
  8298817.1875,
  8299542.1875,
  8305584.375,
  8314431.25,
  8315942.1875,
  8317573.4375,
  8319507.8125,
  8325543.75,
  8326253.125,
  8330178.125,
  8343735.9375,
  8345915.625,
  8351718.75,
  8352632.8125,
  8358565.625,
  8359525.0,
  8370120.3125,
  8381651.5625,
  8385235.9375,
  8388204.6875,
  8389303.125,
  8390264.0625,
  8397471.875,
  8398132.8125,
  8398318.75,
  8398814.0625,
  8406876.5625,
  8408018.75,
  8408523.4375,
  8408685.9375,
  8408737.5,
  8411267.1875,
  8412507.8125,
  8414368.75,
  8417512.5,
  8419437.5,
  8419740.625,
  8421309.375,
  8422046.875,
  8423343.75,
  8424751.5625,
  8427267.1875,
  8428914.0625,
  8430010.9375,
  8435001.5625,
  8435204.6875,
  8435300.0,
  8437431.25,
  8447528.125,
  8450595.3125,
  8452164.0625,
  8453217.1875,
  8455857.8125,
  8456275.0,
  8471732.8125,
  8471764.0625,
  8472701.5625,
  8472906.25,
  8474703.125,
  8474759.375,
  8475107.8125,
  8475356.25,
  8475826.5625,
  8476123.4375,
  8476140.625,
  8479634.375,
  8479976.5625,
  8481103.125,
  8482443.75,
  8482984.375,
  8483153.125,
  8483317.1875,
  8483482.8125,
  8483575.0,
  8483675.0,
  8483937.5,
  8484146.875,
  8484167.1875,
  8484562.5,
  8484790.625,
  8484900.0,
  8485059.375,
  8485075.0,
  8485185.9375,
  8485284.375,
  8485414.0625,
  8485545.3125,
  8485579.6875,
  8485723.4375,
  8485767.1875,
  8485795.3125,
  8486057.8125,
  8486089.0625,
  8486123.4375,
  8486153.125,
  8487298.4375,
  8487393.75,
  8488785.9375,
  8489048.4375,
  8489515.625,
  8489562.5,
  8491504.6875,
  8494579.6875,
  8495245.3125,
  8495301.5625,
  8496265.625,
  8496740.625,
  8497676.5625,
  8498037.5,
  8498317.1875,
  8498510.9375,
  8499104.6875,
  8501096.875,
  8501323.4375,
  8501482.8125,
  8502675.0,
  8506842.1875,
  8507223.4375,
  8507262.5,
  8508471.875,
  8508490.625,
  8509118.75,
  8509125.0,
  8509209.375,
  8509225.0,
  8509412.5,
  8509445.3125,
  8509670.3125,
  8514282.8125,
  8516020.3125,
  8520596.875,
  8520606.25,
  8520651.5625,
  8520684.375,
  8521446.875,
  8523648.4375,
  8524914.0625,
  8524960.9375,
  8525695.3125,
  8525925.0,
  8526557.8125,
  8526837.5,
  8526842.1875,
  8527256.25,
  8527648.4375,
  8527729.6875,
  8527854.6875,
  8528000.0,
  8528007.8125,
  8528068.75,
  8528159.375,
  8528367.1875,
  8528379.6875,
  8528439.0625,
  8528445.3125,
  8528645.3125,
  8533792.1875,
  8541175.0,
  8541610.9375,
  8543267.1875,
  8546379.6875,
  8546909.375,
  8549259.375,
  8549896.875,
  8554567.1875,
  8556167.1875,
  8556332.8125,
  8557593.75,
  8560684.375,
  8561220.3125,
  8561390.625,
  8563745.3125,
  8564200.0,
  8564503.125,
  8564546.875,
  8564982.8125,
  8567178.125,
  8567504.6875,
  8567870.3125,
  8568351.5625,
  8568487.5,
  8568914.0625,
  8569989.0625,
  8569992.1875,
  8570053.125,
  8570456.25,
  8570807.8125,
  8570945.3125,
  8571382.8125,
  8572125.0,
  8574795.3125,
  8575829.6875,
  8576045.3125,
  8577289.0625,
  8589710.9375,
  8598846.875,
  8602939.0625,
  8614940.625,
  8616742.1875,
  8619000.0,
  8620268.75,
  8626010.9375,
  8627328.125,
  8630381.25,
  8630537.5,
  8634368.75,
  8636709.375,
  8636723.4375,
  8643704.6875,
  8647073.4375,
  8649150.0,
  8650204.6875,
  8650264.0625,
  8650315.625,
  8650645.3125,
  8651198.4375,
  8651679.6875,
  8652770.3125,
  8653903.125,
  8654846.875,
  8655684.375,
  8657679.6875,
  8658464.0625,
  8659420.3125,
  8660084.375,
  8661629.6875,
  8661643.75,
  8662809.375,
  8664754.6875,
  8665740.625,
  8667509.375,
  8668160.9375,
  8671457.8125,
  8672445.3125,
  8678748.4375,
  8678925.0,
  8682165.625,
  8682171.875,
  8682203.125,
  8682506.25,
  8682801.5625,
  8683129.6875,
  8685120.3125,
  8687809.375,
  8690012.5,
  8697559.375,
  8697757.8125,
  8697918.75,
  8698190.625,
  8698195.3125,
  8698415.625,
  8699157.8125,
  8699312.5,
  8699853.125,
  8699998.4375,
  8700007.8125,
  8700017.1875,
  8700331.25,
  8700970.3125,
  8701835.9375,
  8703368.75,
  8703823.4375,
  8703987.5,
  8704420.3125,
  8704976.5625,
  8721675.0,
  8723404.6875,
  8723909.375,
  8726212.5,
  8728781.25,
  8729253.125,
  8729256.25,
  8740050.0,
  8741678.125,
  8752975.0,
  8771939.0625,
  8772806.25,
  8774134.375,
  8774381.25,
  8775367.1875,
  8775421.875,
  8775942.1875,
  8776567.1875,
  8776690.625,
  8776720.3125,
  8777285.9375,
  8777626.5625,
  8778857.8125,
  8778904.6875,
  8779882.8125,
  8781135.9375,
  8781289.0625,
  8782103.125,
  8782139.0625,
  8782737.5,
  8784653.125,
  8802937.5,
  8803046.875,
  8803306.25,
  8803657.8125,
  8804289.0625,
  8806168.75,
  8808253.125,
  8808809.375,
  8810918.75,
  8811314.0625,
  8812064.0625,
  8813373.4375,
  8814545.3125,
  8815898.4375,
  8816640.625,
  8818431.25,
  8818696.875,
  8820134.375,
  8820626.5625,
  8821229.6875,
  8821845.3125,
  8822293.75,
  8823898.4375,
  8828396.875,
  8828790.625,
  8830728.125,
  8832070.3125,
  8833448.4375,
  8835510.9375,
  8835531.25,
  8836484.375,
  8836520.3125,
  8836826.5625,
  8836845.3125,
  8836979.6875,
  8837231.25,
  8838582.8125,
  8838904.6875,
  8839210.9375,
  8839323.4375,
  8839406.25,
  8841751.5625,
  8841909.375,
  8842571.875,
  8842693.75,
  8842951.5625,
  8843032.8125,
  8843406.25,
  8843650.0,
  8843918.75,
  8844017.1875,
  8844050.0,
  8844612.5,
  8850051.5625,
  8850579.6875,
  8872553.125,
  8873712.5,
  8874110.9375,
  8889923.4375,
  8896014.0625,
  8897446.875,
  8898271.875,
  8898964.0625,
  8899459.375,
  ...],
 [89.2359351846841,
  14.709803197220637,
  11.167946429263203,
  68.40808837636358,
  76.13004232111301,
  14.308687168789,
  22.769028814233216,
  6.000525584413582,
  13.411330833867526,
  8.87327872048185,
  9.954293170426128,
  18.0588554791365,
  65.64867982414084,
  7.002390615125396,
  10.169363630503168,
  9.093381002312297,
  5.4462962240769,
  87.68946114561723,
  18.066003396351682,
  12.18718486650376,
  69.33384804238207,
  7.187945700598351,
  6.996084741151023,
  7.296765553643489,
  24.436686007895503,
  59.68084086813312,
  5.335253743266177,
  16.47774425538738,
  20.4942614060076,
  6.9888999169444075,
  45.21547054745341,
  116.92240253433667,
  22.593310874053874,
  27.416398172845152,
  91.72543877097509,
  42.95490138408449,
  15.497754519503763,
  86.76304814465746,
  5.287462738130715,
  17.562769169395775,
  71.94168711940368,
  10.26235743643131,
  86.97201185929265,
  76.77419117748246,
  39.88037765761189,
  116.12941170286501,
  27.178692376145243,
  30.063385081541348,
  21.157876572402433,
  140.64733761190502,
  78.81936816425848,
  24.06978682480272,
  15.759573738107845,
  95.91503500687008,
  20.16819918885512,
  27.052511317086402,
  107.93319159779918,
  6.496289022139648,
  31.89669270027543,
  13.375395201965533,
  64.37659645697079,
  14.056579032632444,
  54.19627344872545,
  38.019715293111645,
  7.035561020669372,
  25.598037203555972,
  44.101035017390934,
  90.73797463441153,
  99.86354876361881,
  23.867230874405266,
  6.615321210194346,
  49.7435384613744,
  17.439077156447375,
  32.55853675580954,
  71.68706796039156,
  74.44753730736609,
  30.60580353392873,
  62.35716132319676,
  31.027513860197487,
  38.69373326438649,
  12.089638482205393,
  7.455159803525894,
  6.089299291678986,
  72.76409981318969,
  38.13087499055579,
  10.686879970009727,
  5.604885724818451,
  12.450520179261936,
  76.13382877862982,
  61.32463899445382,
  19.48568750589816,
  144.13038260934078,
  6.040467422513051,
  43.17025458628307,
  25.334808062280537,
  13.55061418578634,
  14.229195096217776,
  5.62343287728596,
  31.79660548447154,
  16.188194956401333,
  5.29729709619278,
  10.763149484338973,
  18.62437569173813,
  8.991642968806532,
  36.18070617653254,
  26.028203390441362,
  67.31180787454818,
  15.875033999197282,
  19.751651114186178,
  8.85169557192218,
  8.253271027105667,
  14.337750057915372,
  23.656809903956226,
  15.134454201117963,
  32.43483953883446,
  11.959617446397003,
  13.917727352716144,
  31.92281578039489,
  16.459679562243874,
  11.606760648885436,
  22.428183841878838,
  46.593886534563005,
  111.51060964157385,
  18.94164999953027,
  9.977411510745975,
  14.125705041509178,
  17.409373917279645,
  18.23114963482526,
  11.396869633267304,
  15.516820788628811,
  10.111936465213539,
  26.36504682021781,
  5.344229094540092,
  43.52922840107611,
  124.88825754369245,
  9.79661158613812,
  19.327536954629107,
  9.21295672610107,
  8.117217901643336,
  8.538693443219625,
  89.55917468489056,
  59.53460836765737,
  58.44818384925588,
  39.86895455679604,
  7.131206162811534,
  7.368331547645188,
  28.148204266261764,
  13.003953477602574,
  26.039618823672058,
  7.419795327636628,
  27.811880894767512,
  22.56435112494735,
  5.033611399505814,
  38.98181252341342,
  30.994188473003195,
  18.23694925301129,
  43.75064885231716,
  106.76049997192409,
  45.47855599962533,
  6.977250154971212,
  8.694094571642882,
  11.24317592346645,
  117.56151063133764,
  51.87001765364306,
  6.682202542931591,
  5.779422146894287,
  8.407101574137307,
  6.354176611122136,
  52.94149788965854,
  15.145990882802607,
  6.235347033560831,
  15.922035919915793,
  33.1014251177508,
  26.706495779629925,
  32.03429481625788,
  32.26951176703183,
  16.428712516596597,
  5.539222371534858,
  80.19377732041649,
  41.240930873530914,
  12.310391668691048,
  5.06526690787231,
  5.4605670667967905,
  10.713507406937747,
  46.96216183258982,
  79.0072054811338,
  21.45222027665188,
  5.7075459015651635,
  17.022724995032185,
  14.390249258718663,
  24.35859109687658,
  5.296028810916783,
  8.102575338393768,
  38.58479067310241,
  17.978042414900365,
  104.93910474939814,
  33.059212233355645,
  37.39599037656482,
  26.478839577214007,
  53.538649091509946,
  56.83112449863195,
  34.91068580179581,
  87.11113977957376,
  38.87936949275953,
  36.25926370907777,
  41.082065718042834,
  37.37311218820429,
  31.97623924777334,
  90.20857212273513,
  16.61247126252477,
  7.1001600935797455,
  31.22207588569811,
  64.55022619456426,
  65.14335471147899,
  45.52189141324458,
  10.314990039941978,
  9.64836152254968,
  11.61794642231088,
  134.36436652119656,
  185.51456789480108,
  18.266974388333356,
  30.166901662976635,
  42.01046797059914,
  54.93388674841286,
  5.976506236276392,
  5.4633710690482005,
  79.36804779005922,
  82.59167475179274,
  17.532870051157385,
  8.328113873997385,
  18.07247348622233,
  9.600676101010091,
  6.40376772191067,
  5.951236763106447,
  113.27205683819625,
  30.70490350891818,
  10.278577388817663,
  117.06222889742787,
  20.473206849866312,
  63.590768982339355,
  23.226266860757814,
  26.543166253394915,
  34.63936072554438,
  35.81755969042925,
  64.62834887052934,
  50.70192725418798,
  143.4451996254905,
  5.178859978080839,
  22.136290976419517,
  42.69507004874926,
  11.330506240234909,
  9.716422754936236,
  19.742230314396693,
  49.67663411057367,
  28.29398867096401,
  6.20931197232377,
  36.49996185060191,
  58.72966796786026,
  13.4936174881469,
  40.11499834055294,
  75.95252514858338,
  6.852852372966771,
  47.463743096837334,
  52.96080475870193,
  17.127728709577944,
  6.725257377661213,
  7.318584330273712,
  59.984240338983014,
  9.664166682766021,
  86.05389358841362,
  45.72427695336321,
  20.47803271420938,
  48.876270950287875,
  9.158109560558549,
  16.384315992744085,
  5.16589690751667,
  5.066834647419217,
  12.50311852525143,
  70.56053743238024,
  38.771449278361274,
  5.741196201762291,
  26.820065681113164,
  5.553317105255195,
  27.21516925770401,
  41.60275630754975,
  49.555188361344264,
  48.334328753895775,
  29.166998703755425,
  10.657240193025503,
  21.57253392722629,
  74.03704600300854,
  35.85867937275949,
  12.346886950084523,
  13.601754733248438,
  43.38809808941654,
  55.16646827950182,
  17.621044706098985,
  16.90158027494285,
  10.091471696143731,
  6.721639882079922,
  14.935864142449503,
  74.32502809546514,
  51.930085973362736,
  52.615758153170894,
  97.78645805164557,
  112.62771680673207,
  69.09675962318381,
  79.77250640496251,
  8.228756589364542,
  43.87695447994024,
  37.68936665446443,
  71.97880154681492,
  57.0240071635842,
  18.036373070102595,
  37.80654358404482,
  37.5238563725285,
  34.624010062552195,
  31.91483460859009,
  152.52156777655307,
  90.35321394324839,
  22.93131810001274,
  11.57279407126972,
  17.177407907410206,
  7.670090382995003,
  6.101799682172545,
  28.19168901743314,
  164.48839148008148,
  6.283216577828519,
  23.1114276724274,
  7.61256043255334,
  5.198500587329323,
  10.506466523003574,
  24.882716055535333,
  24.637343702027046,
  5.153533157420199,
  66.94846296995783,
  66.70209703696295,
  14.321073689585965,
  7.010763806201008,
  12.809814557110245,
  18.576672290811786,
  78.73423503693658,
  15.274990398766658,
  89.23059202423306,
  110.25383259377226,
  39.056300124713694,
  90.55623004045438,
  65.43369246961706,
  12.625682793030267,
  12.605199268113894,
  9.943826785540093,
  153.10358321190526,
  100.7090862891729,
  15.865398533521086,
  29.001299798251566,
  70.45703662149212,
  35.540725120493185,
  17.66572798120438,
  50.508329954637546,
  47.85994738695443,
  5.8259098386936765,
  16.394427851784354,
  76.98346604874486,
  12.644785425300082,
  25.09394004963233,
  18.343238727803122,
  50.06592654474187,
  28.520198827268707,
  68.46365194256323,
  10.931538435244645,
  37.5171207998322,
  61.497799581460924,
  36.72306972423014,
  11.473169051810133,
  15.726415478324041,
  77.79591596287484,
  34.49479743777516,
  16.387999672768338,
  88.95948616639348,
  36.96801380405633,
  8.00539684536337,
  106.37790385205982,
  45.23183898774474,
  6.345928686504626,
  96.89283493714302,
  19.914005821195563,
  96.69324665881159,
  46.19630114308274,
  19.262100417327538,
  7.187419649243679,
  16.9355640489085,
  11.914818492963278,
  37.236946196994715,
  115.67752946242891,
  7.461450979019886,
  9.07953928376104,
  67.82797282557652,
  8.604315458751959,
  100.50131635676685,
  5.199595250078605,
  58.755286650611765,
  121.14192020639139,
  20.37794979007122,
  19.37608201141464,
  13.231776972481503,
  14.776260939008864,
  64.12242481612711,
  42.713286469069544,
  70.10079206737718,
  11.524772524363206,
  84.41345638239885,
  5.1333267065505686,
  16.145208497770458,
  11.100755582677902,
  44.945522221417676,
  24.135467139845034,
  16.915945850511477,
  19.590375061623423,
  52.00034559312108,
  29.526603795199957,
  182.60282815494185,
  8.10458292972214,
  31.635495267640636,
  12.839931111926619,
  167.503668562669,
  50.94855566482056,
  27.610653509815535,
  39.598591397858115,
  11.49846789829128,
  11.703993782888599,
  22.23711175632458,
  46.09942842369496,
  26.58112190583825,
  127.84781670723824,
  137.83081118425133,
  93.05078657995958,
  18.919427522341458,
  85.01334380742932,
  49.868370982119046,
  61.5537923609754,
  100.7395402947908,
  12.008969417999795,
  60.73572817396034,
  68.9285921069364,
  10.234751147147595,
  13.967526664482415,
  98.27380695753253,
  14.068576818347287,
  60.89104930526469,
  24.151679383748537,
  8.832529220082726,
  77.88042072820892,
  5.292093933210991,
  109.15439627312239,
  9.935006909561794,
  22.247236455968896,
  99.40079596963427,
  30.73032269815422,
  13.02274694469216,
  9.86479663859241,
  30.552579867788637,
  74.83178291871593,
  23.774429914930828,
  21.729534492826456,
  79.03607026005211,
  9.241340004404078,
  48.48512285576885,
  29.677307578003855,
  51.25530732939001,
  31.506299022738034,
  14.484227493305765,
  10.330866096225586,
  41.49464222246147,
  43.42232496067737,
  10.45242575441412,
  99.529230387215,
  12.51255727241803,
  38.447948293795505,
  36.344289464418154,
  115.28012443595007,
  22.052442416018216,
  26.077381796421943,
  50.06914892470848,
  47.81317043333377,
  41.27082731142466,
  24.793306863323437,
  57.6294805797892,
  105.8194291783459,
  45.65918339380558,
  44.27710148404082,
  8.549421249354898,
  78.84594766319987,
  74.3594301514775,
  9.158664344055508,
  79.71797552686594,
  61.949718800399104,
  50.56110006685428,
  51.7521150866205,
  192.44934423597965,
  126.08358307101999,
  72.99760316538836,
  40.29015008424216,
  292.1544234021358,
  11.338236482968771,
  83.59574284314972,
  297.91614632075965,
  46.219764375615036,
  33.2566475157516,
  38.03787553350812,
  95.1563647131569,
  16.672318453007342,
  47.47674064734053,
  30.842748655367163,
  68.39259957468732,
  29.59219815887804,
  51.12522166640385,
  82.2591029110028,
  7.590891118674576,
  47.92256679335633,
  81.19922826045817,
  50.34490265280958,
  40.56448083388549,
  74.02196672191204,
  6.066344194257744,
  39.557335701533404,
  141.82262481589606,
  6.421819663177597,
  21.946953405131822,
  15.061273346107782,
  53.65663795801274,
  10.693894302414453,
  39.094022308364174,
  74.22666006018778,
  55.50568242736171,
  33.85352181061845,
  13.643021705442552,
  25.697928389956083,
  20.067797639026892,
  166.30606427263515,
  19.264444715691127,
  56.7281690149498,
  10.73254659257651,
  17.80714035432028,
  40.38667331547416,
  22.37126454705482,
  12.436116423770908,
  41.15344059808957,
  42.07936733954735,
  12.391843707804643,
  35.20229875970161,
  61.797030954748394,
  23.26853937587682,
  93.46575974723433,
  64.07387191273101,
  92.9618975512627,
  80.39750299196557,
  31.939446310308448,
  13.711358935975507,
  54.94168802462701,
  16.257801530289804,
  218.92004945428374,
  29.481448030166423,
  24.753228631621855,
  7.087579253504585,
  15.545643492442567,
  25.94300009776612,
  23.700087866203567,
  52.46780708784502,
  92.41273601346677,
  16.419591889508055,
  12.184345953831013,
  74.90049347136261,
  57.37365265162303,
  18.151946894622526,
  9.018341051731962,
  11.19714098308798,
  10.465640569753043,
  13.455820855944918,
  142.06101280679155,
  115.86133462784929,
  67.85725608935297,
  10.828129279935679,
  131.59665627113105,
  46.60560505168068,
  148.1292997281016,
  95.64145865205445,
  8.234763092373711,
  37.60972973126654,
  74.02388899141727,
  90.85321626500922,
  24.499732036911094,
  11.65484653754869,
  19.7573028198636,
  158.29769731824956,
  38.65248250588108,
  58.939775731105776,
  55.624722128693925,
  61.994024577926986,
  198.0758971186661,
  35.46738876133395,
  85.8063871615985,
  27.597852400005333,
  79.92867479820009,
  115.98149844906159,
  24.601224824377404,
  43.15546722050562,
  6.302868623287081,
  36.93084382722196,
  42.2018446467895,
  28.035880815807893,
  13.798157874302998,
  157.8216979079529,
  37.10474517079955,
  37.84038020995149,
  13.264330230303477,
  15.034446257258084,
  37.85118674802847,
  16.442799934514227,
  36.18722992360774,
  60.132252333064784,
  98.74759458451203,
  83.96676103503295,
  77.81541069453874,
  20.808721398996777,
  36.260619362186425,
  32.817067818570955,
  24.96122746467252,
  38.406971477683435,
  13.935378146087904,
  47.21521170792082,
  76.45725374944443,
  22.2639441944513,
  63.31316998001628,
  27.796230047671433,
  28.599493692446693,
  77.55375134677774,
  100.4096726224838,
  23.985037516238968,
  15.583826283824724,
  32.265176991165035,
  58.1078825563796,
  46.155780787832605,
  7.193003517952885,
  32.98730280795896,
  30.967926487551896,
  74.69285542983295,
  91.06872227134417,
  22.99166566358998,
  5.1192505095242495,
  34.93599219213719,
  40.08445410543158,
  36.83794894556927,
  22.379319449324587,
  14.76013298904385,
  32.4089168470097,
  16.719707445850855,
  6.86522863406784,
  11.395873904292264,
  31.389364948777363,
  13.60165320169444,
  186.79318165158642,
  22.069810203745483,
  99.10118191137082,
  35.03626932449505,
  32.25897709084323,
  132.321344221179,
  46.87371240725001,
  34.125770237699555,
  36.062244254230514,
  99.61154324080299,
  33.78493291468323,
  5.236132358233832,
  12.595374186868074,
  85.90591012835594,
  28.0122386766005,
  59.38716600727408,
  17.477689018530697,
  34.25960419493203,
  62.856931274971416,
  39.72501946335814,
  17.292583943192582,
  57.48814132344495,
  52.64884293355928,
  27.806714818935273,
  60.90315929491639,
  58.17492073691554,
  116.59062881881144,
  12.016478285720185,
  24.849370107683235,
  85.46146599706759,
  54.31176950684823,
  53.681295921183285,
  50.07562429532234,
  29.712163749848628,
  28.08054742278626,
  21.567129045998524,
  113.37341835486964,
  16.002335493033723,
  67.47284228077665,
  5.074163205133032,
  26.867770652042005,
  6.7655288247705085,
  89.49211139630137,
  89.22794852777399,
  8.009293274113007,
  47.852009118171836,
  9.596728840904628,
  11.28505211268652,
  34.56373290601936,
  26.267315268653817,
  10.645342600225527,
  5.716277075076184,
  91.40951113089186,
  5.06279895778232,
  76.30709351195067,
  78.70521729386171,
  56.029244463451334,
  87.37187277474517,
  12.056779010727286,
  10.166788519606007,
  130.3133511041901,
  120.984508930451,
  40.97125521902458,
  42.77092934553771,
  5.992224747770916,
  34.410810390884485,
  29.97845091321994,
  21.642666619640732,
  102.41281043767873,
  137.74061171153406,
  5.523879464192821,
  23.39099845891928,
  40.104949112728384,
  6.52651862059977,
  47.084228350157765,
  30.453343589447684,
  12.402861227760337,
  45.79092444673866,
  68.1787813374016,
  6.730206935457555,
  48.88009608311252,
  12.712746765730605,
  13.603955399698165,
  23.313256162930934,
  19.01018496127789,
  9.08110045412678,
  47.32951400866364,
  28.843471615441505,
  121.17481524505686,
  58.60025197560482,
  31.291313640150797,
  116.0382661035573,
  43.16409813888053,
  23.103925952388412,
  82.32995024334141,
  30.378380485075187,
  27.95408948218854,
  20.041752535644314,
  6.482810649964918,
  8.428424372606186,
  63.05461224086088,
  69.03029710952909,
  82.0058070557659,
  24.708253337244308,
  43.98046095754435,
  8.73882616309558,
  36.96002526973759,
  166.25209154546582,
  97.09692031802322,
  9.433962900887291,
  160.25675222192336,
  44.62795439654177,
  5.141002844079169,
  5.274241119569025,
  68.26591237027462,
  63.186976772684346,
  19.302870755133917,
  5.4551296382332755,
  9.103484754710747,
  66.3026991655642,
  13.269799216869279,
  25.696724583123107,
  32.054478494889786,
  18.095690901258294,
  89.44489303193104,
  14.861682626738999,
  25.318442667098605,
  63.26900669656665,
  21.131460541311018,
  17.86236994726596,
  48.38416528466037,
  24.03925627904187,
  6.729553191190367,
  34.16760800065672,
  7.066468519099248,
  36.193218795868475,
  59.424986780124044,
  17.167261532694425,
  26.998882871246266,
  7.588831238051957,
  52.11898900456236,
  135.9642494978572,
  51.13903307925438,
  83.04482840631046,
  7.307880757895509,
  5.818034039209676,
  62.53994734551395,
  6.300478518371733,
  85.96310848729928,
  115.6747115508655,
  13.544437625212609,
  111.52446796395395,
  47.02755075113976,
  18.526807871051005,
  34.57925391360587,
  22.785056525945134,
  294.96738514767304,
  45.67419603183575,
  63.43279726737661,
  28.524915952813174,
  73.93797553854904,
  74.62659778692145,
  11.826621923589435,
  29.33886845028666,
  5.397126554406099,
  18.805012033741203,
  54.478785183915846,
  5.078402121650048,
  219.9522418062083,
  17.815891951127362,
  5.315058727879997,
  10.127904196666544,
  175.74661094829145,
  152.82464475876003,
  24.281474410695623,
  97.05137752959087,
  24.460931627856404,
  32.4552076409642,
  13.82898008695054,
  96.86729655827159,
  19.91377800481697,
  62.98514911174825,
  52.693164891801864,
  13.59727719214226,
  57.107313285052044,
  9.279142224834752,
  59.70900851188536,
  12.00918931446338,
  47.98223912271234,
  18.87626667378097,
  24.99809951697696,
  35.01848608683885,
  5.870144605821538,
  72.75794119065418,
  92.6237508391238,
  33.31508894924256,
  51.322544777772784,
  95.48979077122632,
  192.13891825195896,
  28.743311658846448,
  42.96931225235462,
  90.93972218107288,
  86.1304088643282,
  28.524023708300827,
  69.88631586545469,
  165.03132444218355,
  60.33382425520743,
  12.093467760790709,
  67.27330040581828,
  21.336841711890383,
  32.58829175320311,
  30.89215012398691,
  36.62185768518116,
  64.30453865813985,
  14.468884229678519,
  24.799396937141637,
  11.123320690327036,
  15.486044094529797,
  36.098985935735854,
  17.415086104213223,
  28.73838214016109,
  10.706881669193791,
  43.66728968726679,
  19.907716800187472,
  27.952308292382856,
  87.82681865263905,
  25.37557005280711,
  78.49486655844451,
  43.493424261036694,
  11.117055093916099,
  55.896344905670524,
  56.31789494017486,
  91.06533352929998,
  18.22577459356538,
  59.281039160202546,
  12.524570916586324,
  13.05347085268216,
  109.93175241489462,
  16.99757952518486,
  35.16475441615469,
  22.267442732553427,
  78.62969072355824,
  43.73561361200561,
  18.690753419067953,
  17.944176840074633,
  21.17235261146069,
  35.251853005606996,
  23.072359930132315,
  148.3533198160779,
  45.89984379796641,
  138.22211735749818,
  56.93654253849692,
  15.797771482933653,
  80.63566180151035,
  59.564051520608054,
  47.18908093156146,
  25.838221054520584,
  8.093657356004725,
  25.02229379312478,
  28.17207786065639,
  6.8802102546230754,
  37.56014880606103,
  14.74309525825944,
  12.305955345849489,
  56.98965181657938,
  18.84988067595244,
  15.824940660161507,
  83.9656499525696,
  66.56744439656264,
  98.62761233686078,
  26.610671045638483,
  57.839162849363234,
  19.174620161636735,
  26.921694314466546,
  10.52479429811641,
  7.824174859914545,
  70.03855672584768,
  34.34254965254216,
  19.27584641410549,
  21.603751674277465,
  105.89069468006227,
  25.375325428599286,
  50.645497989673316,
  53.68026517781077,
  53.18692141117606,
  25.65613076953886,
  60.53120293465435,
  16.16139823063171,
  12.281124164344766,
  23.5190858749873,
  41.34293900489819,
  5.725268356903234,
  8.422771246776135,
  5.952188965033301,
  64.95454348566915,
  35.67430242310249,
  20.04134018631918,
  33.48832415712753,
  12.741183448851793,
  44.78805293095146,
  101.85722431003964,
  73.63322185485607,
  133.50456881392233,
  34.266294478120095,
  77.94155113201597,
  58.17196665797892,
  36.50707920054254,
  7.520809340808992,
  44.762853932943955,
  5.6100011190520425,
  42.51362734603516,
  104.24019972981769,
  24.267696078508646,
  23.978167677584565,
  112.64603128572335,
  59.46539215120815,
  5.567012739089899,
  116.26214165523828,
  76.21521801078666,
  12.922006720961292,
  39.621520038148795,
  55.038224987242735,
  16.779921787257127,
  66.72247223720267,
  34.55675025190036,
  212.2088671539546,
  42.92648716278653,
  73.73927167553917,
  106.81348668989912,
  32.81960712083368,
  76.68098692072118,
  145.15437421250132,
  36.07308951166205,
  25.36212634553882,
  46.012870634505596,
  195.65962369025303,
  87.05873542200827,
  58.64222434938215,
  54.1472001225671,
  46.93557220965625,
  ...])

Energy spectrum

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

([4817234.375,
  4828976.5625,
  4832620.3125,
  4848707.8125,
  4854321.875,
  4856570.3125,
  4864242.1875,
  4866087.5,
  4871884.375,
  4871895.3125,
  4876035.9375,
  4879512.5,
  4883829.6875,
  4886518.75,
  4894018.75,
  4903950.0,
  4907926.5625,
  4939554.6875,
  4946489.0625,
  4947260.9375,
  4947976.5625,
  4947998.4375,
  4962565.625,
  4976137.5,
  4978432.8125,
  4978457.8125,
  4984668.75,
  4989339.0625,
  4990793.75,
  4998298.4375,
  5003065.625,
  5005209.375,
  5005506.25,
  5007470.3125,
  5010971.875,
  5014707.8125,
  5016293.75,
  5039971.875,
  5047256.25,
  5060921.875,
  5064495.3125,
  5081628.125,
  5083240.625,
  5083279.6875,
  5087129.6875,
  5096179.6875,
  5103784.375,
  5113546.875,
  5114884.375,
  5116762.5,
  5117467.1875,
  5119068.75,
  5119167.1875,
  5120178.125,
  5130876.5625,
  5132400.0,
  5137315.625,
  5137454.6875,
  5139532.8125,
  5142390.625,
  5142393.75,
  5147276.5625,
  5149664.0625,
  5151015.625,
  5157882.8125,
  5163259.375,
  5163534.375,
  5163595.3125,
  5164348.4375,
  5165207.8125,
  5167646.875,
  5169039.0625,
  5178390.625,
  5179640.625,
  5180945.3125,
  5185039.0625,
  5186757.8125,
  5187053.125,
  5189692.1875,
  5189726.5625,
  5191495.3125,
  5192998.4375,
  5201670.3125,
  5211117.1875,
  5212390.625,
  5220271.875,
  5220506.25,
  5220528.125,
  5232412.5,
  5232756.25,
  5236253.125,
  5248609.375,
  5251160.9375,
  5254512.5,
  5256490.625,
  5263329.6875,
  5264206.25,
  5264740.625,
  5265801.5625,
  5267593.75,
  5267660.9375,
  5271218.75,
  5272521.875,
  5280703.125,
  5285729.6875,
  5292760.9375,
  5293710.9375,
  5295207.8125,
  5298681.25,
  5298914.0625,
  5298943.75,
  5300409.375,
  5301479.6875,
  5304006.25,
  5304326.5625,
  5308918.75,
  5312242.1875,
  5312684.375,
  5318848.4375,
  5319728.125,
  5319732.8125,
  5333023.4375,
  5333210.9375,
  5334406.25,
  5337687.5,
  5342850.0,
  5344378.125,
  5346400.0,
  5346657.8125,
  5350259.375,
  5352596.875,
  5352890.625,
  5352959.375,
  5353479.6875,
  5354171.875,
  5356214.0625,
  5362265.625,
  5372712.5,
  5375415.625,
  5375870.3125,
  5376629.6875,
  5376879.6875,
  5379596.875,
  5380815.625,
  5384132.8125,
  5385485.9375,
  5389531.25,
  5391287.5,
  5391968.75,
  5395007.8125,
  5395234.375,
  5395740.625,
  5397564.0625,
  5401729.6875,
  5405928.125,
  5412585.9375,
  5412998.4375,
  5413621.875,
  5414418.75,
  5416781.25,
  5417981.25,
  5424203.125,
  5426931.25,
  5429960.9375,
  5446040.625,
  5448712.5,
  5471921.875,
  5476967.1875,
  5482043.75,
  5485520.3125,
  5490748.4375,
  5492096.875,
  5495609.375,
  5496076.5625,
  5496159.375,
  5500589.0625,
  5503212.5,
  5504110.9375,
  5505464.0625,
  5507712.5,
  5508282.8125,
  5508376.5625,
  5509059.375,
  5511051.5625,
  5512885.9375,
  5515440.625,
  5518039.0625,
  5520207.8125,
  5520975.0,
  5521571.875,
  5521593.75,
  5521623.4375,
  5521671.875,
  5521687.5,
  5522039.0625,
  5522448.4375,
  5523781.25,
  5531051.5625,
  5531065.625,
  5531254.6875,
  5531734.375,
  5531935.9375,
  5532145.3125,
  5532192.1875,
  5532295.3125,
  5532443.75,
  5532903.125,
  5533403.125,
  5533464.0625,
  5539529.6875,
  5539795.3125,
  5542400.0,
  5547496.875,
  5549228.125,
  5551251.5625,
  5552592.1875,
  5572098.4375,
  5577507.8125,
  5586646.875,
  5598648.4375,
  5652085.9375,
  5682503.125,
  5686948.4375,
  5703206.25,
  5703860.9375,
  5708006.25,
  5714717.1875,
  5715521.875,
  5715560.9375,
  5716279.6875,
  5716443.75,
  5716664.0625,
  5717375.0,
  5717729.6875,
  5717935.9375,
  5718190.625,
  5719870.3125,
  5721140.625,
  5721415.625,
  5721809.375,
  5723034.375,
  5723470.3125,
  5724076.5625,
  5726528.125,
  5726925.0,
  5727459.375,
  5728571.875,
  5728676.5625,
  5728695.3125,
  5729510.9375,
  5729646.875,
  5730512.5,
  5730987.5,
  5735351.5625,
  5736300.0,
  5739132.8125,
  5741785.9375,
  5741940.625,
  5746248.4375,
  5750939.0625,
  5754392.1875,
  5755846.875,
  5756695.3125,
  5757492.1875,
  5757854.6875,
  5758210.9375,
  5758575.0,
  5758854.6875,
  5759237.5,
  5759278.125,
  5760421.875,
  5760850.0,
  5761092.1875,
  5761490.625,
  5761825.0,
  5761873.4375,
  5761885.9375,
  5762000.0,
  5764485.9375,
  5772100.0,
  5795803.125,
  5801975.0,
  5807495.3125,
  5811725.0,
  5812639.0625,
  5829212.5,
  5831882.8125,
  5833584.375,
  5847576.5625,
  5853457.8125,
  5857214.0625,
  5866760.9375,
  5882225.0,
  6013062.5,
  6269170.3125,
  6299398.4375,
  6546253.125,
  7096085.9375,
  7253779.6875,
  7291503.125,
  7293540.625,
  7294529.6875,
  7295587.5,
  7296192.1875,
  7296382.8125,
  7296398.4375,
  7296784.375,
  7296853.125,
  7297718.75,
  7297865.625,
  7298021.875,
  7301096.875,
  7301103.125,
  7301110.9375,
  7301410.9375,
  7301445.3125,
  7301915.625,
  7301990.625,
  7310339.0625,
  7333493.75,
  7337201.5625,
  7339860.9375,
  7340534.375,
  7341225.0,
  7344579.6875,
  7345206.25,
  7348242.1875,
  7401351.5625,
  7403495.3125,
  7406406.25,
  7406467.1875,
  7406560.9375,
  7429870.3125,
  7480420.3125,
  7499660.9375,
  7522090.625,
  7522215.625,
  7522390.625,
  7522884.375,
  7523753.125,
  7524698.4375,
  7527450.0,
  7529904.6875,
  7553156.25,
  7554128.125,
  7559171.875,
  7559215.625,
  7560715.625,
  7562079.6875,
  7562298.4375,
  7562301.5625,
  7563914.0625,
  7563940.625,
  7564279.6875,
  7564470.3125,
  7565779.6875,
  7566207.8125,
  7566731.25,
  7566884.375,
  7567362.5,
  7567389.0625,
  7568728.125,
  7569345.3125,
  7569429.6875,
  7570201.5625,
  7570384.375,
  7570709.375,
  7571093.75,
  7571501.5625,
  7571504.6875,
  7577473.4375,
  7577493.75,
  7579328.125,
  7580556.25,
  7591039.0625,
  7591546.875,
  7591581.25,
  7592225.0,
  7593185.9375,
  7597284.375,
  7599153.125,
  7602875.0,
  7605331.25,
  7605368.75,
  7617353.125,
  7625345.3125,
  7630220.3125,
  7636387.5,
  7641554.6875,
  7643025.0,
  7644240.625,
  7650309.375,
  7652632.8125,
  7652792.1875,
  7655840.625,
  7657584.375,
  7659006.25,
  7662187.5,
  7662654.6875,
  7663060.9375,
  7664650.0,
  7665601.5625,
  7665679.6875,
  7665703.125,
  7666095.3125,
  7667218.75,
  7667856.25,
  7668875.0,
  7669567.1875,
  7669787.5,
  7670575.0,
  7670651.5625,
  7670856.25,
  7671342.1875,
  7671467.1875,
  7671892.1875,
  7671898.4375,
  7672476.5625,
  7672646.875,
  7672807.8125,
  7672818.75,
  7673673.4375,
  7673700.0,
  7674401.5625,
  7675142.1875,
  7675693.75,
  7675892.1875,
  7677453.125,
  7677953.125,
  7682664.0625,
  7683381.25,
  7685993.75,
  7688746.875,
  7693904.6875,
  7699473.4375,
  7699534.375,
  7699871.875,
  7700804.6875,
  7700835.9375,
  7702132.8125,
  7702776.5625,
  7702787.5,
  7702826.5625,
  7703714.0625,
  7703979.6875,
  7704510.9375,
  7704646.875,
  7704734.375,
  7705578.125,
  7705589.0625,
  7706500.0,
  7707070.3125,
  7707381.25,
  7707887.5,
  7710559.375,
  7710679.6875,
  7712348.4375,
  7713346.875,
  7713367.1875,
  7716501.5625,
  7718373.4375,
  7719600.0,
  7723403.125,
  7723739.0625,
  7727818.75,
  7728720.3125,
  7730323.4375,
  7731626.5625,
  7733476.5625,
  7734282.8125,
  7735771.875,
  7736531.25,
  7736787.5,
  7738284.375,
  7739350.0,
  7739723.4375,
  7739850.0,
  7742068.75,
  7743128.125,
  7743150.0,
  7745682.8125,
  7746523.4375,
  7747175.0,
  7748354.6875,
  7748482.8125,
  7750820.3125,
  7753053.125,
  7753132.8125,
  7754460.9375,
  7756179.6875,
  7756321.875,
  7756868.75,
  7756868.75,
  7757187.5,
  7757192.1875,
  7757340.625,
  7757418.75,
  7758081.25,
  7758103.125,
  7758146.875,
  7758467.1875,
  7758707.8125,
  7758912.5,
  7759354.6875,
  7759607.8125,
  7759809.375,
  7760981.25,
  7761020.3125,
  7761976.5625,
  7762021.875,
  7762446.875,
  7762601.5625,
  7762734.375,
  7762965.625,
  7765828.125,
  7767025.0,
  7767568.75,
  7768312.5,
  7769015.625,
  7771343.75,
  7773001.5625,
  7773946.875,
  7776789.0625,
  7777057.8125,
  7777145.3125,
  7777265.625,
  7777598.4375,
  7777776.5625,
  7778081.25,
  7778115.625,
  7778146.875,
  7778159.375,
  7778448.4375,
  7778498.4375,
  7778793.75,
  7779364.0625,
  7779790.625,
  7780603.125,
  7783034.375,
  7783048.4375,
  7785693.75,
  7785910.9375,
  7786318.75,
  7786751.5625,
  7787690.625,
  7787754.6875,
  7789839.0625,
  7790981.25,
  7792409.375,
  7793117.1875,
  7794068.75,
  7794820.3125,
  7795454.6875,
  7798795.3125,
  7799434.375,
  7803548.4375,
  7804262.5,
  7804995.3125,
  7806270.3125,
  7806537.5,
  7807154.6875,
  7807637.5,
  7807993.75,
  7808045.3125,
  7809753.125,
  7816270.3125,
  7819703.125,
  7821201.5625,
  7825321.875,
  7825598.4375,
  7826446.875,
  7831739.0625,
  7835351.5625,
  7836529.6875,
  7837039.0625,
  7837045.3125,
  7837206.25,
  7838307.8125,
  7841015.625,
  7841781.25,
  7842168.75,
  7844209.375,
  7848382.8125,
  7849351.5625,
  7851314.0625,
  7856818.75,
  7857473.4375,
  7861021.875,
  7862278.125,
  7877498.4375,
  7885196.875,
  7891637.5,
  7909939.0625,
  7947521.875,
  7951598.4375,
  7956054.6875,
  7956309.375,
  7956771.875,
  7957637.5,
  7958912.5,
  7959303.125,
  7960371.875,
  7965260.9375,
  7966925.0,
  7970478.125,
  7971701.5625,
  8020320.3125,
  8020829.6875,
  8031901.5625,
  8098581.25,
  8098595.3125,
  8105904.6875,
  8140467.1875,
  8140467.1875,
  8149868.75,
  8150476.5625,
  8155087.5,
  8159634.375,
  8162457.8125,
  8169651.5625,
  8175151.5625,
  8179442.1875,
  8192418.75,
  8220907.8125,
  8226946.875,
  8233079.6875,
  8233581.25,
  8264310.9375,
  8265626.5625,
  8272951.5625,
  8278957.8125,
  8278987.5,
  8282404.6875,
  8282406.25,
  8283070.3125,
  8283195.3125,
  8285659.375,
  8290571.875,
  8296128.125,
  8296139.0625,
  8298817.1875,
  8299542.1875,
  8305584.375,
  8314431.25,
  8315942.1875,
  8317573.4375,
  8319507.8125,
  8325543.75,
  8326253.125,
  8330178.125,
  8343735.9375,
  8345915.625,
  8351718.75,
  8352632.8125,
  8358565.625,
  8359525.0,
  8370120.3125,
  8381651.5625,
  8385235.9375,
  8388204.6875,
  8389303.125,
  8390264.0625,
  8397471.875,
  8398132.8125,
  8398318.75,
  8398814.0625,
  8406876.5625,
  8408018.75,
  8408523.4375,
  8408685.9375,
  8408737.5,
  8411267.1875,
  8412507.8125,
  8414368.75,
  8417512.5,
  8419437.5,
  8419740.625,
  8421309.375,
  8422046.875,
  8423343.75,
  8424751.5625,
  8427267.1875,
  8428914.0625,
  8430010.9375,
  8435001.5625,
  8435204.6875,
  8435300.0,
  8437431.25,
  8447528.125,
  8450595.3125,
  8452164.0625,
  8453217.1875,
  8455857.8125,
  8456275.0,
  8471732.8125,
  8471764.0625,
  8472701.5625,
  8472906.25,
  8474703.125,
  8474759.375,
  8475107.8125,
  8475356.25,
  8475826.5625,
  8476123.4375,
  8476140.625,
  8479634.375,
  8479976.5625,
  8481103.125,
  8482443.75,
  8482984.375,
  8483153.125,
  8483317.1875,
  8483482.8125,
  8483575.0,
  8483675.0,
  8483937.5,
  8484146.875,
  8484167.1875,
  8484562.5,
  8484790.625,
  8484900.0,
  8485059.375,
  8485075.0,
  8485185.9375,
  8485284.375,
  8485414.0625,
  8485545.3125,
  8485579.6875,
  8485723.4375,
  8485767.1875,
  8485795.3125,
  8486057.8125,
  8486089.0625,
  8486123.4375,
  8486153.125,
  8487298.4375,
  8487393.75,
  8488785.9375,
  8489048.4375,
  8489515.625,
  8489562.5,
  8491504.6875,
  8494579.6875,
  8495245.3125,
  8495301.5625,
  8496265.625,
  8496740.625,
  8497676.5625,
  8498037.5,
  8498317.1875,
  8498510.9375,
  8499104.6875,
  8501096.875,
  8501323.4375,
  8501482.8125,
  8502675.0,
  8506842.1875,
  8507223.4375,
  8507262.5,
  8508471.875,
  8508490.625,
  8509118.75,
  8509125.0,
  8509209.375,
  8509225.0,
  8509412.5,
  8509445.3125,
  8509670.3125,
  8514282.8125,
  8516020.3125,
  8520596.875,
  8520606.25,
  8520651.5625,
  8520684.375,
  8521446.875,
  8523648.4375,
  8524914.0625,
  8524960.9375,
  8525695.3125,
  8525925.0,
  8526557.8125,
  8526837.5,
  8526842.1875,
  8527256.25,
  8527648.4375,
  8527729.6875,
  8527854.6875,
  8528000.0,
  8528007.8125,
  8528068.75,
  8528159.375,
  8528367.1875,
  8528379.6875,
  8528439.0625,
  8528445.3125,
  8528645.3125,
  8533792.1875,
  8541175.0,
  8541610.9375,
  8543267.1875,
  8546379.6875,
  8546909.375,
  8549259.375,
  8549896.875,
  8554567.1875,
  8556167.1875,
  8556332.8125,
  8557593.75,
  8560684.375,
  8561220.3125,
  8561390.625,
  8563745.3125,
  8564200.0,
  8564503.125,
  8564546.875,
  8564982.8125,
  8567178.125,
  8567504.6875,
  8567870.3125,
  8568351.5625,
  8568487.5,
  8568914.0625,
  8569989.0625,
  8569992.1875,
  8570053.125,
  8570456.25,
  8570807.8125,
  8570945.3125,
  8571382.8125,
  8572125.0,
  8574795.3125,
  8575829.6875,
  8576045.3125,
  8577289.0625,
  8589710.9375,
  8598846.875,
  8602939.0625,
  8614940.625,
  8616742.1875,
  8619000.0,
  8620268.75,
  8626010.9375,
  8627328.125,
  8630381.25,
  8630537.5,
  8634368.75,
  8636709.375,
  8636723.4375,
  8643704.6875,
  8647073.4375,
  8649150.0,
  8650204.6875,
  8650264.0625,
  8650315.625,
  8650645.3125,
  8651198.4375,
  8651679.6875,
  8652770.3125,
  8653903.125,
  8654846.875,
  8655684.375,
  8657679.6875,
  8658464.0625,
  8659420.3125,
  8660084.375,
  8661629.6875,
  8661643.75,
  8662809.375,
  8664754.6875,
  8665740.625,
  8667509.375,
  8668160.9375,
  8671457.8125,
  8672445.3125,
  8678748.4375,
  8678925.0,
  8682165.625,
  8682171.875,
  8682203.125,
  8682506.25,
  8682801.5625,
  8683129.6875,
  8685120.3125,
  8687809.375,
  8690012.5,
  8697559.375,
  8697757.8125,
  8697918.75,
  8698190.625,
  8698195.3125,
  8698415.625,
  8699157.8125,
  8699312.5,
  8699853.125,
  8699998.4375,
  8700007.8125,
  8700017.1875,
  8700331.25,
  8700970.3125,
  8701835.9375,
  8703368.75,
  8703823.4375,
  8703987.5,
  8704420.3125,
  8704976.5625,
  8721675.0,
  8723404.6875,
  8723909.375,
  8726212.5,
  8728781.25,
  8729253.125,
  8729256.25,
  8740050.0,
  8741678.125,
  8752975.0,
  8771939.0625,
  8772806.25,
  8774134.375,
  8774381.25,
  8775367.1875,
  8775421.875,
  8775942.1875,
  8776567.1875,
  8776690.625,
  8776720.3125,
  8777285.9375,
  8777626.5625,
  8778857.8125,
  8778904.6875,
  8779882.8125,
  8781135.9375,
  8781289.0625,
  8782103.125,
  8782139.0625,
  8782737.5,
  8784653.125,
  8802937.5,
  8803046.875,
  8803306.25,
  8803657.8125,
  8804289.0625,
  8806168.75,
  8808253.125,
  8808809.375,
  8810918.75,
  8811314.0625,
  8812064.0625,
  8813373.4375,
  8814545.3125,
  8815898.4375,
  8816640.625,
  8818431.25,
  8818696.875,
  8820134.375,
  8820626.5625,
  8821229.6875,
  8821845.3125,
  8822293.75,
  8823898.4375,
  8828396.875,
  8828790.625,
  8830728.125,
  8832070.3125,
  8833448.4375,
  8835510.9375,
  8835531.25,
  8836484.375,
  8836520.3125,
  8836826.5625,
  8836845.3125,
  8836979.6875,
  8837231.25,
  8838582.8125,
  8838904.6875,
  8839210.9375,
  8839323.4375,
  8839406.25,
  8841751.5625,
  8841909.375,
  8842571.875,
  8842693.75,
  8842951.5625,
  8843032.8125,
  8843406.25,
  8843650.0,
  8843918.75,
  8844017.1875,
  8844050.0,
  8844612.5,
  8850051.5625,
  8850579.6875,
  8872553.125,
  8873712.5,
  8874110.9375,
  8889923.4375,
  8896014.0625,
  8897446.875,
  8898271.875,
  8898964.0625,
  8899459.375,
  ...],
 [89.2359351846841,
  14.709803197220637,
  11.167946429263203,
  68.40808837636358,
  76.13004232111301,
  14.308687168789,
  22.769028814233216,
  6.000525584413582,
  13.411330833867526,
  8.87327872048185,
  9.954293170426128,
  18.0588554791365,
  65.64867982414084,
  7.002390615125396,
  10.169363630503168,
  9.093381002312297,
  5.4462962240769,
  87.68946114561723,
  18.066003396351682,
  12.18718486650376,
  69.33384804238207,
  7.187945700598351,
  6.996084741151023,
  7.296765553643489,
  24.436686007895503,
  59.68084086813312,
  5.335253743266177,
  16.47774425538738,
  20.4942614060076,
  6.9888999169444075,
  45.21547054745341,
  116.92240253433667,
  22.593310874053874,
  27.416398172845152,
  91.72543877097509,
  42.95490138408449,
  15.497754519503763,
  86.76304814465746,
  5.287462738130715,
  17.562769169395775,
  71.94168711940368,
  10.26235743643131,
  86.97201185929265,
  76.77419117748246,
  39.88037765761189,
  116.12941170286501,
  27.178692376145243,
  30.063385081541348,
  21.157876572402433,
  140.64733761190502,
  78.81936816425848,
  24.06978682480272,
  15.759573738107845,
  95.91503500687008,
  20.16819918885512,
  27.052511317086402,
  107.93319159779918,
  6.496289022139648,
  31.89669270027543,
  13.375395201965533,
  64.37659645697079,
  14.056579032632444,
  54.19627344872545,
  38.019715293111645,
  7.035561020669372,
  25.598037203555972,
  44.101035017390934,
  90.73797463441153,
  99.86354876361881,
  23.867230874405266,
  6.615321210194346,
  49.7435384613744,
  17.439077156447375,
  32.55853675580954,
  71.68706796039156,
  74.44753730736609,
  30.60580353392873,
  62.35716132319676,
  31.027513860197487,
  38.69373326438649,
  12.089638482205393,
  7.455159803525894,
  6.089299291678986,
  72.76409981318969,
  38.13087499055579,
  10.686879970009727,
  5.604885724818451,
  12.450520179261936,
  76.13382877862982,
  61.32463899445382,
  19.48568750589816,
  144.13038260934078,
  6.040467422513051,
  43.17025458628307,
  25.334808062280537,
  13.55061418578634,
  14.229195096217776,
  5.62343287728596,
  31.79660548447154,
  16.188194956401333,
  5.29729709619278,
  10.763149484338973,
  18.62437569173813,
  8.991642968806532,
  36.18070617653254,
  26.028203390441362,
  67.31180787454818,
  15.875033999197282,
  19.751651114186178,
  8.85169557192218,
  8.253271027105667,
  14.337750057915372,
  23.656809903956226,
  15.134454201117963,
  32.43483953883446,
  11.959617446397003,
  13.917727352716144,
  31.92281578039489,
  16.459679562243874,
  11.606760648885436,
  22.428183841878838,
  46.593886534563005,
  111.51060964157385,
  18.94164999953027,
  9.977411510745975,
  14.125705041509178,
  17.409373917279645,
  18.23114963482526,
  11.396869633267304,
  15.516820788628811,
  10.111936465213539,
  26.36504682021781,
  5.344229094540092,
  43.52922840107611,
  124.88825754369245,
  9.79661158613812,
  19.327536954629107,
  9.21295672610107,
  8.117217901643336,
  8.538693443219625,
  89.55917468489056,
  59.53460836765737,
  58.44818384925588,
  39.86895455679604,
  7.131206162811534,
  7.368331547645188,
  28.148204266261764,
  13.003953477602574,
  26.039618823672058,
  7.419795327636628,
  27.811880894767512,
  22.56435112494735,
  5.033611399505814,
  38.98181252341342,
  30.994188473003195,
  18.23694925301129,
  43.75064885231716,
  106.76049997192409,
  45.47855599962533,
  6.977250154971212,
  8.694094571642882,
  11.24317592346645,
  117.56151063133764,
  51.87001765364306,
  6.682202542931591,
  5.779422146894287,
  8.407101574137307,
  6.354176611122136,
  52.94149788965854,
  15.145990882802607,
  6.235347033560831,
  15.922035919915793,
  33.1014251177508,
  26.706495779629925,
  32.03429481625788,
  32.26951176703183,
  16.428712516596597,
  5.539222371534858,
  80.19377732041649,
  41.240930873530914,
  12.310391668691048,
  5.06526690787231,
  5.4605670667967905,
  10.713507406937747,
  46.96216183258982,
  79.0072054811338,
  21.45222027665188,
  5.7075459015651635,
  17.022724995032185,
  14.390249258718663,
  24.35859109687658,
  5.296028810916783,
  8.102575338393768,
  38.58479067310241,
  17.978042414900365,
  104.93910474939814,
  33.059212233355645,
  37.39599037656482,
  26.478839577214007,
  53.538649091509946,
  56.83112449863195,
  34.91068580179581,
  87.11113977957376,
  38.87936949275953,
  36.25926370907777,
  41.082065718042834,
  37.37311218820429,
  31.97623924777334,
  90.20857212273513,
  16.61247126252477,
  7.1001600935797455,
  31.22207588569811,
  64.55022619456426,
  65.14335471147899,
  45.52189141324458,
  10.314990039941978,
  9.64836152254968,
  11.61794642231088,
  134.36436652119656,
  185.51456789480108,
  18.266974388333356,
  30.166901662976635,
  42.01046797059914,
  54.93388674841286,
  5.976506236276392,
  5.4633710690482005,
  79.36804779005922,
  82.59167475179274,
  17.532870051157385,
  8.328113873997385,
  18.07247348622233,
  9.600676101010091,
  6.40376772191067,
  5.951236763106447,
  113.27205683819625,
  30.70490350891818,
  10.278577388817663,
  117.06222889742787,
  20.473206849866312,
  63.590768982339355,
  23.226266860757814,
  26.543166253394915,
  34.63936072554438,
  35.81755969042925,
  64.62834887052934,
  50.70192725418798,
  143.4451996254905,
  5.178859978080839,
  22.136290976419517,
  42.69507004874926,
  11.330506240234909,
  9.716422754936236,
  19.742230314396693,
  49.67663411057367,
  28.29398867096401,
  6.20931197232377,
  36.49996185060191,
  58.72966796786026,
  13.4936174881469,
  40.11499834055294,
  75.95252514858338,
  6.852852372966771,
  47.463743096837334,
  52.96080475870193,
  17.127728709577944,
  6.725257377661213,
  7.318584330273712,
  59.984240338983014,
  9.664166682766021,
  86.05389358841362,
  45.72427695336321,
  20.47803271420938,
  48.876270950287875,
  9.158109560558549,
  16.384315992744085,
  5.16589690751667,
  5.066834647419217,
  12.50311852525143,
  70.56053743238024,
  38.771449278361274,
  5.741196201762291,
  26.820065681113164,
  5.553317105255195,
  27.21516925770401,
  41.60275630754975,
  49.555188361344264,
  48.334328753895775,
  29.166998703755425,
  10.657240193025503,
  21.57253392722629,
  74.03704600300854,
  35.85867937275949,
  12.346886950084523,
  13.601754733248438,
  43.38809808941654,
  55.16646827950182,
  17.621044706098985,
  16.90158027494285,
  10.091471696143731,
  6.721639882079922,
  14.935864142449503,
  74.32502809546514,
  51.930085973362736,
  52.615758153170894,
  97.78645805164557,
  112.62771680673207,
  69.09675962318381,
  79.77250640496251,
  8.228756589364542,
  43.87695447994024,
  37.68936665446443,
  71.97880154681492,
  57.0240071635842,
  18.036373070102595,
  37.80654358404482,
  37.5238563725285,
  34.624010062552195,
  31.91483460859009,
  152.52156777655307,
  90.35321394324839,
  22.93131810001274,
  11.57279407126972,
  17.177407907410206,
  7.670090382995003,
  6.101799682172545,
  28.19168901743314,
  164.48839148008148,
  6.283216577828519,
  23.1114276724274,
  7.61256043255334,
  5.198500587329323,
  10.506466523003574,
  24.882716055535333,
  24.637343702027046,
  5.153533157420199,
  66.94846296995783,
  66.70209703696295,
  14.321073689585965,
  7.010763806201008,
  12.809814557110245,
  18.576672290811786,
  78.73423503693658,
  15.274990398766658,
  89.23059202423306,
  110.25383259377226,
  39.056300124713694,
  90.55623004045438,
  65.43369246961706,
  12.625682793030267,
  12.605199268113894,
  9.943826785540093,
  153.10358321190526,
  100.7090862891729,
  15.865398533521086,
  29.001299798251566,
  70.45703662149212,
  35.540725120493185,
  17.66572798120438,
  50.508329954637546,
  47.85994738695443,
  5.8259098386936765,
  16.394427851784354,
  76.98346604874486,
  12.644785425300082,
  25.09394004963233,
  18.343238727803122,
  50.06592654474187,
  28.520198827268707,
  68.46365194256323,
  10.931538435244645,
  37.5171207998322,
  61.497799581460924,
  36.72306972423014,
  11.473169051810133,
  15.726415478324041,
  77.79591596287484,
  34.49479743777516,
  16.387999672768338,
  88.95948616639348,
  36.96801380405633,
  8.00539684536337,
  106.37790385205982,
  45.23183898774474,
  6.345928686504626,
  96.89283493714302,
  19.914005821195563,
  96.69324665881159,
  46.19630114308274,
  19.262100417327538,
  7.187419649243679,
  16.9355640489085,
  11.914818492963278,
  37.236946196994715,
  115.67752946242891,
  7.461450979019886,
  9.07953928376104,
  67.82797282557652,
  8.604315458751959,
  100.50131635676685,
  5.199595250078605,
  58.755286650611765,
  121.14192020639139,
  20.37794979007122,
  19.37608201141464,
  13.231776972481503,
  14.776260939008864,
  64.12242481612711,
  42.713286469069544,
  70.10079206737718,
  11.524772524363206,
  84.41345638239885,
  5.1333267065505686,
  16.145208497770458,
  11.100755582677902,
  44.945522221417676,
  24.135467139845034,
  16.915945850511477,
  19.590375061623423,
  52.00034559312108,
  29.526603795199957,
  182.60282815494185,
  8.10458292972214,
  31.635495267640636,
  12.839931111926619,
  167.503668562669,
  50.94855566482056,
  27.610653509815535,
  39.598591397858115,
  11.49846789829128,
  11.703993782888599,
  22.23711175632458,
  46.09942842369496,
  26.58112190583825,
  127.84781670723824,
  137.83081118425133,
  93.05078657995958,
  18.919427522341458,
  85.01334380742932,
  49.868370982119046,
  61.5537923609754,
  100.7395402947908,
  12.008969417999795,
  60.73572817396034,
  68.9285921069364,
  10.234751147147595,
  13.967526664482415,
  98.27380695753253,
  14.068576818347287,
  60.89104930526469,
  24.151679383748537,
  8.832529220082726,
  77.88042072820892,
  5.292093933210991,
  109.15439627312239,
  9.935006909561794,
  22.247236455968896,
  99.40079596963427,
  30.73032269815422,
  13.02274694469216,
  9.86479663859241,
  30.552579867788637,
  74.83178291871593,
  23.774429914930828,
  21.729534492826456,
  79.03607026005211,
  9.241340004404078,
  48.48512285576885,
  29.677307578003855,
  51.25530732939001,
  31.506299022738034,
  14.484227493305765,
  10.330866096225586,
  41.49464222246147,
  43.42232496067737,
  10.45242575441412,
  99.529230387215,
  12.51255727241803,
  38.447948293795505,
  36.344289464418154,
  115.28012443595007,
  22.052442416018216,
  26.077381796421943,
  50.06914892470848,
  47.81317043333377,
  41.27082731142466,
  24.793306863323437,
  57.6294805797892,
  105.8194291783459,
  45.65918339380558,
  44.27710148404082,
  8.549421249354898,
  78.84594766319987,
  74.3594301514775,
  9.158664344055508,
  79.71797552686594,
  61.949718800399104,
  50.56110006685428,
  51.7521150866205,
  192.44934423597965,
  126.08358307101999,
  72.99760316538836,
  40.29015008424216,
  292.1544234021358,
  11.338236482968771,
  83.59574284314972,
  297.91614632075965,
  46.219764375615036,
  33.2566475157516,
  38.03787553350812,
  95.1563647131569,
  16.672318453007342,
  47.47674064734053,
  30.842748655367163,
  68.39259957468732,
  29.59219815887804,
  51.12522166640385,
  82.2591029110028,
  7.590891118674576,
  47.92256679335633,
  81.19922826045817,
  50.34490265280958,
  40.56448083388549,
  74.02196672191204,
  6.066344194257744,
  39.557335701533404,
  141.82262481589606,
  6.421819663177597,
  21.946953405131822,
  15.061273346107782,
  53.65663795801274,
  10.693894302414453,
  39.094022308364174,
  74.22666006018778,
  55.50568242736171,
  33.85352181061845,
  13.643021705442552,
  25.697928389956083,
  20.067797639026892,
  166.30606427263515,
  19.264444715691127,
  56.7281690149498,
  10.73254659257651,
  17.80714035432028,
  40.38667331547416,
  22.37126454705482,
  12.436116423770908,
  41.15344059808957,
  42.07936733954735,
  12.391843707804643,
  35.20229875970161,
  61.797030954748394,
  23.26853937587682,
  93.46575974723433,
  64.07387191273101,
  92.9618975512627,
  80.39750299196557,
  31.939446310308448,
  13.711358935975507,
  54.94168802462701,
  16.257801530289804,
  218.92004945428374,
  29.481448030166423,
  24.753228631621855,
  7.087579253504585,
  15.545643492442567,
  25.94300009776612,
  23.700087866203567,
  52.46780708784502,
  92.41273601346677,
  16.419591889508055,
  12.184345953831013,
  74.90049347136261,
  57.37365265162303,
  18.151946894622526,
  9.018341051731962,
  11.19714098308798,
  10.465640569753043,
  13.455820855944918,
  142.06101280679155,
  115.86133462784929,
  67.85725608935297,
  10.828129279935679,
  131.59665627113105,
  46.60560505168068,
  148.1292997281016,
  95.64145865205445,
  8.234763092373711,
  37.60972973126654,
  74.02388899141727,
  90.85321626500922,
  24.499732036911094,
  11.65484653754869,
  19.7573028198636,
  158.29769731824956,
  38.65248250588108,
  58.939775731105776,
  55.624722128693925,
  61.994024577926986,
  198.0758971186661,
  35.46738876133395,
  85.8063871615985,
  27.597852400005333,
  79.92867479820009,
  115.98149844906159,
  24.601224824377404,
  43.15546722050562,
  6.302868623287081,
  36.93084382722196,
  42.2018446467895,
  28.035880815807893,
  13.798157874302998,
  157.8216979079529,
  37.10474517079955,
  37.84038020995149,
  13.264330230303477,
  15.034446257258084,
  37.85118674802847,
  16.442799934514227,
  36.18722992360774,
  60.132252333064784,
  98.74759458451203,
  83.96676103503295,
  77.81541069453874,
  20.808721398996777,
  36.260619362186425,
  32.817067818570955,
  24.96122746467252,
  38.406971477683435,
  13.935378146087904,
  47.21521170792082,
  76.45725374944443,
  22.2639441944513,
  63.31316998001628,
  27.796230047671433,
  28.599493692446693,
  77.55375134677774,
  100.4096726224838,
  23.985037516238968,
  15.583826283824724,
  32.265176991165035,
  58.1078825563796,
  46.155780787832605,
  7.193003517952885,
  32.98730280795896,
  30.967926487551896,
  74.69285542983295,
  91.06872227134417,
  22.99166566358998,
  5.1192505095242495,
  34.93599219213719,
  40.08445410543158,
  36.83794894556927,
  22.379319449324587,
  14.76013298904385,
  32.4089168470097,
  16.719707445850855,
  6.86522863406784,
  11.395873904292264,
  31.389364948777363,
  13.60165320169444,
  186.79318165158642,
  22.069810203745483,
  99.10118191137082,
  35.03626932449505,
  32.25897709084323,
  132.321344221179,
  46.87371240725001,
  34.125770237699555,
  36.062244254230514,
  99.61154324080299,
  33.78493291468323,
  5.236132358233832,
  12.595374186868074,
  85.90591012835594,
  28.0122386766005,
  59.38716600727408,
  17.477689018530697,
  34.25960419493203,
  62.856931274971416,
  39.72501946335814,
  17.292583943192582,
  57.48814132344495,
  52.64884293355928,
  27.806714818935273,
  60.90315929491639,
  58.17492073691554,
  116.59062881881144,
  12.016478285720185,
  24.849370107683235,
  85.46146599706759,
  54.31176950684823,
  53.681295921183285,
  50.07562429532234,
  29.712163749848628,
  28.08054742278626,
  21.567129045998524,
  113.37341835486964,
  16.002335493033723,
  67.47284228077665,
  5.074163205133032,
  26.867770652042005,
  6.7655288247705085,
  89.49211139630137,
  89.22794852777399,
  8.009293274113007,
  47.852009118171836,
  9.596728840904628,
  11.28505211268652,
  34.56373290601936,
  26.267315268653817,
  10.645342600225527,
  5.716277075076184,
  91.40951113089186,
  5.06279895778232,
  76.30709351195067,
  78.70521729386171,
  56.029244463451334,
  87.37187277474517,
  12.056779010727286,
  10.166788519606007,
  130.3133511041901,
  120.984508930451,
  40.97125521902458,
  42.77092934553771,
  5.992224747770916,
  34.410810390884485,
  29.97845091321994,
  21.642666619640732,
  102.41281043767873,
  137.74061171153406,
  5.523879464192821,
  23.39099845891928,
  40.104949112728384,
  6.52651862059977,
  47.084228350157765,
  30.453343589447684,
  12.402861227760337,
  45.79092444673866,
  68.1787813374016,
  6.730206935457555,
  48.88009608311252,
  12.712746765730605,
  13.603955399698165,
  23.313256162930934,
  19.01018496127789,
  9.08110045412678,
  47.32951400866364,
  28.843471615441505,
  121.17481524505686,
  58.60025197560482,
  31.291313640150797,
  116.0382661035573,
  43.16409813888053,
  23.103925952388412,
  82.32995024334141,
  30.378380485075187,
  27.95408948218854,
  20.041752535644314,
  6.482810649964918,
  8.428424372606186,
  63.05461224086088,
  69.03029710952909,
  82.0058070557659,
  24.708253337244308,
  43.98046095754435,
  8.73882616309558,
  36.96002526973759,
  166.25209154546582,
  97.09692031802322,
  9.433962900887291,
  160.25675222192336,
  44.62795439654177,
  5.141002844079169,
  5.274241119569025,
  68.26591237027462,
  63.186976772684346,
  19.302870755133917,
  5.4551296382332755,
  9.103484754710747,
  66.3026991655642,
  13.269799216869279,
  25.696724583123107,
  32.054478494889786,
  18.095690901258294,
  89.44489303193104,
  14.861682626738999,
  25.318442667098605,
  63.26900669656665,
  21.131460541311018,
  17.86236994726596,
  48.38416528466037,
  24.03925627904187,
  6.729553191190367,
  34.16760800065672,
  7.066468519099248,
  36.193218795868475,
  59.424986780124044,
  17.167261532694425,
  26.998882871246266,
  7.588831238051957,
  52.11898900456236,
  135.9642494978572,
  51.13903307925438,
  83.04482840631046,
  7.307880757895509,
  5.818034039209676,
  62.53994734551395,
  6.300478518371733,
  85.96310848729928,
  115.6747115508655,
  13.544437625212609,
  111.52446796395395,
  47.02755075113976,
  18.526807871051005,
  34.57925391360587,
  22.785056525945134,
  294.96738514767304,
  45.67419603183575,
  63.43279726737661,
  28.524915952813174,
  73.93797553854904,
  74.62659778692145,
  11.826621923589435,
  29.33886845028666,
  5.397126554406099,
  18.805012033741203,
  54.478785183915846,
  5.078402121650048,
  219.9522418062083,
  17.815891951127362,
  5.315058727879997,
  10.127904196666544,
  175.74661094829145,
  152.82464475876003,
  24.281474410695623,
  97.05137752959087,
  24.460931627856404,
  32.4552076409642,
  13.82898008695054,
  96.86729655827159,
  19.91377800481697,
  62.98514911174825,
  52.693164891801864,
  13.59727719214226,
  57.107313285052044,
  9.279142224834752,
  59.70900851188536,
  12.00918931446338,
  47.98223912271234,
  18.87626667378097,
  24.99809951697696,
  35.01848608683885,
  5.870144605821538,
  72.75794119065418,
  92.6237508391238,
  33.31508894924256,
  51.322544777772784,
  95.48979077122632,
  192.13891825195896,
  28.743311658846448,
  42.96931225235462,
  90.93972218107288,
  86.1304088643282,
  28.524023708300827,
  69.88631586545469,
  165.03132444218355,
  60.33382425520743,
  12.093467760790709,
  67.27330040581828,
  21.336841711890383,
  32.58829175320311,
  30.89215012398691,
  36.62185768518116,
  64.30453865813985,
  14.468884229678519,
  24.799396937141637,
  11.123320690327036,
  15.486044094529797,
  36.098985935735854,
  17.415086104213223,
  28.73838214016109,
  10.706881669193791,
  43.66728968726679,
  19.907716800187472,
  27.952308292382856,
  87.82681865263905,
  25.37557005280711,
  78.49486655844451,
  43.493424261036694,
  11.117055093916099,
  55.896344905670524,
  56.31789494017486,
  91.06533352929998,
  18.22577459356538,
  59.281039160202546,
  12.524570916586324,
  13.05347085268216,
  109.93175241489462,
  16.99757952518486,
  35.16475441615469,
  22.267442732553427,
  78.62969072355824,
  43.73561361200561,
  18.690753419067953,
  17.944176840074633,
  21.17235261146069,
  35.251853005606996,
  23.072359930132315,
  148.3533198160779,
  45.89984379796641,
  138.22211735749818,
  56.93654253849692,
  15.797771482933653,
  80.63566180151035,
  59.564051520608054,
  47.18908093156146,
  25.838221054520584,
  8.093657356004725,
  25.02229379312478,
  28.17207786065639,
  6.8802102546230754,
  37.56014880606103,
  14.74309525825944,
  12.305955345849489,
  56.98965181657938,
  18.84988067595244,
  15.824940660161507,
  83.9656499525696,
  66.56744439656264,
  98.62761233686078,
  26.610671045638483,
  57.839162849363234,
  19.174620161636735,
  26.921694314466546,
  10.52479429811641,
  7.824174859914545,
  70.03855672584768,
  34.34254965254216,
  19.27584641410549,
  21.603751674277465,
  105.89069468006227,
  25.375325428599286,
  50.645497989673316,
  53.68026517781077,
  53.18692141117606,
  25.65613076953886,
  60.53120293465435,
  16.16139823063171,
  12.281124164344766,
  23.5190858749873,
  41.34293900489819,
  5.725268356903234,
  8.422771246776135,
  5.952188965033301,
  64.95454348566915,
  35.67430242310249,
  20.04134018631918,
  33.48832415712753,
  12.741183448851793,
  44.78805293095146,
  101.85722431003964,
  73.63322185485607,
  133.50456881392233,
  34.266294478120095,
  77.94155113201597,
  58.17196665797892,
  36.50707920054254,
  7.520809340808992,
  44.762853932943955,
  5.6100011190520425,
  42.51362734603516,
  104.24019972981769,
  24.267696078508646,
  23.978167677584565,
  112.64603128572335,
  59.46539215120815,
  5.567012739089899,
  116.26214165523828,
  76.21521801078666,
  12.922006720961292,
  39.621520038148795,
  55.038224987242735,
  16.779921787257127,
  66.72247223720267,
  34.55675025190036,
  212.2088671539546,
  42.92648716278653,
  73.73927167553917,
  106.81348668989912,
  32.81960712083368,
  76.68098692072118,
  145.15437421250132,
  36.07308951166205,
  25.36212634553882,
  46.012870634505596,
  195.65962369025303,
  87.05873542200827,
  58.64222434938215,
  54.1472001225671,
  46.93557220965625,
  ...])

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);

([4817234.375,
  4828976.5625,
  4832620.3125,
  4848707.8125,
  4854321.875,
  4856570.3125,
  4864242.1875,
  4866087.5,
  4871884.375,
  4871895.3125,
  4876035.9375,
  4879512.5,
  4883829.6875,
  4886518.75,
  4894018.75,
  4903950.0,
  4907926.5625,
  4939554.6875,
  4946489.0625,
  4947260.9375,
  4947976.5625,
  4947998.4375,
  4962565.625,
  4976137.5,
  4978432.8125,
  4978457.8125,
  4984668.75,
  4989339.0625,
  4990793.75,
  4998298.4375,
  5003065.625,
  5005209.375,
  5005506.25,
  5007470.3125,
  5010971.875,
  5014707.8125,
  5016293.75,
  5039971.875,
  5047256.25,
  5060921.875,
  5064495.3125,
  5081628.125,
  5083240.625,
  5083279.6875,
  5087129.6875,
  5096179.6875,
  5103784.375,
  5113546.875,
  5114884.375,
  5116762.5,
  5117467.1875,
  5119068.75,
  5119167.1875,
  5120178.125,
  5130876.5625,
  5132400.0,
  5137315.625,
  5137454.6875,
  5139532.8125,
  5142390.625,
  5142393.75,
  5147276.5625,
  5149664.0625,
  5151015.625,
  5157882.8125,
  5163259.375,
  5163534.375,
  5163595.3125,
  5164348.4375,
  5165207.8125,
  5167646.875,
  5169039.0625,
  5178390.625,
  5179640.625,
  5180945.3125,
  5185039.0625,
  5186757.8125,
  5187053.125,
  5189692.1875,
  5189726.5625,
  5191495.3125,
  5192998.4375,
  5201670.3125,
  5211117.1875,
  5212390.625,
  5220271.875,
  5220506.25,
  5220528.125,
  5232412.5,
  5232756.25,
  5236253.125,
  5248609.375,
  5251160.9375,
  5254512.5,
  5256490.625,
  5263329.6875,
  5264206.25,
  5264740.625,
  5265801.5625,
  5267593.75,
  5267660.9375,
  5271218.75,
  5272521.875,
  5280703.125,
  5285729.6875,
  5292760.9375,
  5293710.9375,
  5295207.8125,
  5298681.25,
  5298914.0625,
  5298943.75,
  5300409.375,
  5301479.6875,
  5304006.25,
  5304326.5625,
  5308918.75,
  5312242.1875,
  5312684.375,
  5318848.4375,
  5319728.125,
  5319732.8125,
  5333023.4375,
  5333210.9375,
  5334406.25,
  5337687.5,
  5342850.0,
  5344378.125,
  5346400.0,
  5346657.8125,
  5350259.375,
  5352596.875,
  5352890.625,
  5352959.375,
  5353479.6875,
  5354171.875,
  5356214.0625,
  5362265.625,
  5372712.5,
  5375415.625,
  5375870.3125,
  5376629.6875,
  5376879.6875,
  5379596.875,
  5380815.625,
  5384132.8125,
  5385485.9375,
  5389531.25,
  5391287.5,
  5391968.75,
  5395007.8125,
  5395234.375,
  5395740.625,
  5397564.0625,
  5401729.6875,
  5405928.125,
  5412585.9375,
  5412998.4375,
  5413621.875,
  5414418.75,
  5416781.25,
  5417981.25,
  5424203.125,
  5426931.25,
  5429960.9375,
  5446040.625,
  5448712.5,
  5471921.875,
  5476967.1875,
  5482043.75,
  5485520.3125,
  5490748.4375,
  5492096.875,
  5495609.375,
  5496076.5625,
  5496159.375,
  5500589.0625,
  5503212.5,
  5504110.9375,
  5505464.0625,
  5507712.5,
  5508282.8125,
  5508376.5625,
  5509059.375,
  5511051.5625,
  5512885.9375,
  5515440.625,
  5518039.0625,
  5520207.8125,
  5520975.0,
  5521571.875,
  5521593.75,
  5521623.4375,
  5521671.875,
  5521687.5,
  5522039.0625,
  5522448.4375,
  5523781.25,
  5531051.5625,
  5531065.625,
  5531254.6875,
  5531734.375,
  5531935.9375,
  5532145.3125,
  5532192.1875,
  5532295.3125,
  5532443.75,
  5532903.125,
  5533403.125,
  5533464.0625,
  5539529.6875,
  5539795.3125,
  5542400.0,
  5547496.875,
  5549228.125,
  5551251.5625,
  5552592.1875,
  5572098.4375,
  5577507.8125,
  5586646.875,
  5598648.4375,
  5652085.9375,
  5682503.125,
  5686948.4375,
  5703206.25,
  5703860.9375,
  5708006.25,
  5714717.1875,
  5715521.875,
  5715560.9375,
  5716279.6875,
  5716443.75,
  5716664.0625,
  5717375.0,
  5717729.6875,
  5717935.9375,
  5718190.625,
  5719870.3125,
  5721140.625,
  5721415.625,
  5721809.375,
  5723034.375,
  5723470.3125,
  5724076.5625,
  5726528.125,
  5726925.0,
  5727459.375,
  5728571.875,
  5728676.5625,
  5728695.3125,
  5729510.9375,
  5729646.875,
  5730512.5,
  5730987.5,
  5735351.5625,
  5736300.0,
  5739132.8125,
  5741785.9375,
  5741940.625,
  5746248.4375,
  5750939.0625,
  5754392.1875,
  5755846.875,
  5756695.3125,
  5757492.1875,
  5757854.6875,
  5758210.9375,
  5758575.0,
  5758854.6875,
  5759237.5,
  5759278.125,
  5760421.875,
  5760850.0,
  5761092.1875,
  5761490.625,
  5761825.0,
  5761873.4375,
  5761885.9375,
  5762000.0,
  5764485.9375,
  5772100.0,
  5795803.125,
  5801975.0,
  5807495.3125,
  5811725.0,
  5812639.0625,
  5829212.5,
  5831882.8125,
  5833584.375,
  5847576.5625,
  5853457.8125,
  5857214.0625,
  5866760.9375,
  5882225.0,
  6013062.5,
  6269170.3125,
  6299398.4375,
  6546253.125,
  7096085.9375,
  7253779.6875,
  7291503.125,
  7293540.625,
  7294529.6875,
  7295587.5,
  7296192.1875,
  7296382.8125,
  7296398.4375,
  7296784.375,
  7296853.125,
  7297718.75,
  7297865.625,
  7298021.875,
  7301096.875,
  7301103.125,
  7301110.9375,
  7301410.9375,
  7301445.3125,
  7301915.625,
  7301990.625,
  7310339.0625,
  7333493.75,
  7337201.5625,
  7339860.9375,
  7340534.375,
  7341225.0,
  7344579.6875,
  7345206.25,
  7348242.1875,
  7401351.5625,
  7403495.3125,
  7406406.25,
  7406467.1875,
  7406560.9375,
  7429870.3125,
  7480420.3125,
  7499660.9375,
  7522090.625,
  7522215.625,
  7522390.625,
  7522884.375,
  7523753.125,
  7524698.4375,
  7527450.0,
  7529904.6875,
  7553156.25,
  7554128.125,
  7559171.875,
  7559215.625,
  7560715.625,
  7562079.6875,
  7562298.4375,
  7562301.5625,
  7563914.0625,
  7563940.625,
  7564279.6875,
  7564470.3125,
  7565779.6875,
  7566207.8125,
  7566731.25,
  7566884.375,
  7567362.5,
  7567389.0625,
  7568728.125,
  7569345.3125,
  7569429.6875,
  7570201.5625,
  7570384.375,
  7570709.375,
  7571093.75,
  7571501.5625,
  7571504.6875,
  7577473.4375,
  7577493.75,
  7579328.125,
  7580556.25,
  7591039.0625,
  7591546.875,
  7591581.25,
  7592225.0,
  7593185.9375,
  7597284.375,
  7599153.125,
  7602875.0,
  7605331.25,
  7605368.75,
  7617353.125,
  7625345.3125,
  7630220.3125,
  7636387.5,
  7641554.6875,
  7643025.0,
  7644240.625,
  7650309.375,
  7652632.8125,
  7652792.1875,
  7655840.625,
  7657584.375,
  7659006.25,
  7662187.5,
  7662654.6875,
  7663060.9375,
  7664650.0,
  7665601.5625,
  7665679.6875,
  7665703.125,
  7666095.3125,
  7667218.75,
  7667856.25,
  7668875.0,
  7669567.1875,
  7669787.5,
  7670575.0,
  7670651.5625,
  7670856.25,
  7671342.1875,
  7671467.1875,
  7671892.1875,
  7671898.4375,
  7672476.5625,
  7672646.875,
  7672807.8125,
  7672818.75,
  7673673.4375,
  7673700.0,
  7674401.5625,
  7675142.1875,
  7675693.75,
  7675892.1875,
  7677453.125,
  7677953.125,
  7682664.0625,
  7683381.25,
  7685993.75,
  7688746.875,
  7693904.6875,
  7699473.4375,
  7699534.375,
  7699871.875,
  7700804.6875,
  7700835.9375,
  7702132.8125,
  7702776.5625,
  7702787.5,
  7702826.5625,
  7703714.0625,
  7703979.6875,
  7704510.9375,
  7704646.875,
  7704734.375,
  7705578.125,
  7705589.0625,
  7706500.0,
  7707070.3125,
  7707381.25,
  7707887.5,
  7710559.375,
  7710679.6875,
  7712348.4375,
  7713346.875,
  7713367.1875,
  7716501.5625,
  7718373.4375,
  7719600.0,
  7723403.125,
  7723739.0625,
  7727818.75,
  7728720.3125,
  7730323.4375,
  7731626.5625,
  7733476.5625,
  7734282.8125,
  7735771.875,
  7736531.25,
  7736787.5,
  7738284.375,
  7739350.0,
  7739723.4375,
  7739850.0,
  7742068.75,
  7743128.125,
  7743150.0,
  7745682.8125,
  7746523.4375,
  7747175.0,
  7748354.6875,
  7748482.8125,
  7750820.3125,
  7753053.125,
  7753132.8125,
  7754460.9375,
  7756179.6875,
  7756321.875,
  7756868.75,
  7756868.75,
  7757187.5,
  7757192.1875,
  7757340.625,
  7757418.75,
  7758081.25,
  7758103.125,
  7758146.875,
  7758467.1875,
  7758707.8125,
  7758912.5,
  7759354.6875,
  7759607.8125,
  7759809.375,
  7760981.25,
  7761020.3125,
  7761976.5625,
  7762021.875,
  7762446.875,
  7762601.5625,
  7762734.375,
  7762965.625,
  7765828.125,
  7767025.0,
  7767568.75,
  7768312.5,
  7769015.625,
  7771343.75,
  7773001.5625,
  7773946.875,
  7776789.0625,
  7777057.8125,
  7777145.3125,
  7777265.625,
  7777598.4375,
  7777776.5625,
  7778081.25,
  7778115.625,
  7778146.875,
  7778159.375,
  7778448.4375,
  7778498.4375,
  7778793.75,
  7779364.0625,
  7779790.625,
  7780603.125,
  7783034.375,
  7783048.4375,
  7785693.75,
  7785910.9375,
  7786318.75,
  7786751.5625,
  7787690.625,
  7787754.6875,
  7789839.0625,
  7790981.25,
  7792409.375,
  7793117.1875,
  7794068.75,
  7794820.3125,
  7795454.6875,
  7798795.3125,
  7799434.375,
  7803548.4375,
  7804262.5,
  7804995.3125,
  7806270.3125,
  7806537.5,
  7807154.6875,
  7807637.5,
  7807993.75,
  7808045.3125,
  7809753.125,
  7816270.3125,
  7819703.125,
  7821201.5625,
  7825321.875,
  7825598.4375,
  7826446.875,
  7831739.0625,
  7835351.5625,
  7836529.6875,
  7837039.0625,
  7837045.3125,
  7837206.25,
  7838307.8125,
  7841015.625,
  7841781.25,
  7842168.75,
  7844209.375,
  7848382.8125,
  7849351.5625,
  7851314.0625,
  7856818.75,
  7857473.4375,
  7861021.875,
  7862278.125,
  7877498.4375,
  7885196.875,
  7891637.5,
  7909939.0625,
  7947521.875,
  7951598.4375,
  7956054.6875,
  7956309.375,
  7956771.875,
  7957637.5,
  7958912.5,
  7959303.125,
  7960371.875,
  7965260.9375,
  7966925.0,
  7970478.125,
  7971701.5625,
  8020320.3125,
  8020829.6875,
  8031901.5625,
  8098581.25,
  8098595.3125,
  8105904.6875,
  8140467.1875,
  8140467.1875,
  8149868.75,
  8150476.5625,
  8155087.5,
  8159634.375,
  8162457.8125,
  8169651.5625,
  8175151.5625,
  8179442.1875,
  8192418.75,
  8220907.8125,
  8226946.875,
  8233079.6875,
  8233581.25,
  8264310.9375,
  8265626.5625,
  8272951.5625,
  8278957.8125,
  8278987.5,
  8282404.6875,
  8282406.25,
  8283070.3125,
  8283195.3125,
  8285659.375,
  8290571.875,
  8296128.125,
  8296139.0625,
  8298817.1875,
  8299542.1875,
  8305584.375,
  8314431.25,
  8315942.1875,
  8317573.4375,
  8319507.8125,
  8325543.75,
  8326253.125,
  8330178.125,
  8343735.9375,
  8345915.625,
  8351718.75,
  8352632.8125,
  8358565.625,
  8359525.0,
  8370120.3125,
  8381651.5625,
  8385235.9375,
  8388204.6875,
  8389303.125,
  8390264.0625,
  8397471.875,
  8398132.8125,
  8398318.75,
  8398814.0625,
  8406876.5625,
  8408018.75,
  8408523.4375,
  8408685.9375,
  8408737.5,
  8411267.1875,
  8412507.8125,
  8414368.75,
  8417512.5,
  8419437.5,
  8419740.625,
  8421309.375,
  8422046.875,
  8423343.75,
  8424751.5625,
  8427267.1875,
  8428914.0625,
  8430010.9375,
  8435001.5625,
  8435204.6875,
  8435300.0,
  8437431.25,
  8447528.125,
  8450595.3125,
  8452164.0625,
  8453217.1875,
  8455857.8125,
  8456275.0,
  8471732.8125,
  8471764.0625,
  8472701.5625,
  8472906.25,
  8474703.125,
  8474759.375,
  8475107.8125,
  8475356.25,
  8475826.5625,
  8476123.4375,
  8476140.625,
  8479634.375,
  8479976.5625,
  8481103.125,
  8482443.75,
  8482984.375,
  8483153.125,
  8483317.1875,
  8483482.8125,
  8483575.0,
  8483675.0,
  8483937.5,
  8484146.875,
  8484167.1875,
  8484562.5,
  8484790.625,
  8484900.0,
  8485059.375,
  8485075.0,
  8485185.9375,
  8485284.375,
  8485414.0625,
  8485545.3125,
  8485579.6875,
  8485723.4375,
  8485767.1875,
  8485795.3125,
  8486057.8125,
  8486089.0625,
  8486123.4375,
  8486153.125,
  8487298.4375,
  8487393.75,
  8488785.9375,
  8489048.4375,
  8489515.625,
  8489562.5,
  8491504.6875,
  8494579.6875,
  8495245.3125,
  8495301.5625,
  8496265.625,
  8496740.625,
  8497676.5625,
  8498037.5,
  8498317.1875,
  8498510.9375,
  8499104.6875,
  8501096.875,
  8501323.4375,
  8501482.8125,
  8502675.0,
  8506842.1875,
  8507223.4375,
  8507262.5,
  8508471.875,
  8508490.625,
  8509118.75,
  8509125.0,
  8509209.375,
  8509225.0,
  8509412.5,
  8509445.3125,
  8509670.3125,
  8514282.8125,
  8516020.3125,
  8520596.875,
  8520606.25,
  8520651.5625,
  8520684.375,
  8521446.875,
  8523648.4375,
  8524914.0625,
  8524960.9375,
  8525695.3125,
  8525925.0,
  8526557.8125,
  8526837.5,
  8526842.1875,
  8527256.25,
  8527648.4375,
  8527729.6875,
  8527854.6875,
  8528000.0,
  8528007.8125,
  8528068.75,
  8528159.375,
  8528367.1875,
  8528379.6875,
  8528439.0625,
  8528445.3125,
  8528645.3125,
  8533792.1875,
  8541175.0,
  8541610.9375,
  8543267.1875,
  8546379.6875,
  8546909.375,
  8549259.375,
  8549896.875,
  8554567.1875,
  8556167.1875,
  8556332.8125,
  8557593.75,
  8560684.375,
  8561220.3125,
  8561390.625,
  8563745.3125,
  8564200.0,
  8564503.125,
  8564546.875,
  8564982.8125,
  8567178.125,
  8567504.6875,
  8567870.3125,
  8568351.5625,
  8568487.5,
  8568914.0625,
  8569989.0625,
  8569992.1875,
  8570053.125,
  8570456.25,
  8570807.8125,
  8570945.3125,
  8571382.8125,
  8572125.0,
  8574795.3125,
  8575829.6875,
  8576045.3125,
  8577289.0625,
  8589710.9375,
  8598846.875,
  8602939.0625,
  8614940.625,
  8616742.1875,
  8619000.0,
  8620268.75,
  8626010.9375,
  8627328.125,
  8630381.25,
  8630537.5,
  8634368.75,
  8636709.375,
  8636723.4375,
  8643704.6875,
  8647073.4375,
  8649150.0,
  8650204.6875,
  8650264.0625,
  8650315.625,
  8650645.3125,
  8651198.4375,
  8651679.6875,
  8652770.3125,
  8653903.125,
  8654846.875,
  8655684.375,
  8657679.6875,
  8658464.0625,
  8659420.3125,
  8660084.375,
  8661629.6875,
  8661643.75,
  8662809.375,
  8664754.6875,
  8665740.625,
  8667509.375,
  8668160.9375,
  8671457.8125,
  8672445.3125,
  8678748.4375,
  8678925.0,
  8682165.625,
  8682171.875,
  8682203.125,
  8682506.25,
  8682801.5625,
  8683129.6875,
  8685120.3125,
  8687809.375,
  8690012.5,
  8697559.375,
  8697757.8125,
  8697918.75,
  8698190.625,
  8698195.3125,
  8698415.625,
  8699157.8125,
  8699312.5,
  8699853.125,
  8699998.4375,
  8700007.8125,
  8700017.1875,
  8700331.25,
  8700970.3125,
  8701835.9375,
  8703368.75,
  8703823.4375,
  8703987.5,
  8704420.3125,
  8704976.5625,
  8721675.0,
  8723404.6875,
  8723909.375,
  8726212.5,
  8728781.25,
  8729253.125,
  8729256.25,
  8740050.0,
  8741678.125,
  8752975.0,
  8771939.0625,
  8772806.25,
  8774134.375,
  8774381.25,
  8775367.1875,
  8775421.875,
  8775942.1875,
  8776567.1875,
  8776690.625,
  8776720.3125,
  8777285.9375,
  8777626.5625,
  8778857.8125,
  8778904.6875,
  8779882.8125,
  8781135.9375,
  8781289.0625,
  8782103.125,
  8782139.0625,
  8782737.5,
  8784653.125,
  8802937.5,
  8803046.875,
  8803306.25,
  8803657.8125,
  8804289.0625,
  8806168.75,
  8808253.125,
  8808809.375,
  8810918.75,
  8811314.0625,
  8812064.0625,
  8813373.4375,
  8814545.3125,
  8815898.4375,
  8816640.625,
  8818431.25,
  8818696.875,
  8820134.375,
  8820626.5625,
  8821229.6875,
  8821845.3125,
  8822293.75,
  8823898.4375,
  8828396.875,
  8828790.625,
  8830728.125,
  8832070.3125,
  8833448.4375,
  8835510.9375,
  8835531.25,
  8836484.375,
  8836520.3125,
  8836826.5625,
  8836845.3125,
  8836979.6875,
  8837231.25,
  8838582.8125,
  8838904.6875,
  8839210.9375,
  8839323.4375,
  8839406.25,
  8841751.5625,
  8841909.375,
  8842571.875,
  8842693.75,
  8842951.5625,
  8843032.8125,
  8843406.25,
  8843650.0,
  8843918.75,
  8844017.1875,
  8844050.0,
  8844612.5,
  8850051.5625,
  8850579.6875,
  8872553.125,
  8873712.5,
  8874110.9375,
  8889923.4375,
  8896014.0625,
  8897446.875,
  8898271.875,
  8898964.0625,
  8899459.375,
  ...],
 [89.2359351846841,
  14.709803197220637,
  11.167946429263203,
  68.40808837636358,
  76.13004232111301,
  14.308687168789,
  22.769028814233216,
  6.000525584413582,
  13.411330833867526,
  8.87327872048185,
  9.954293170426128,
  18.0588554791365,
  65.64867982414084,
  7.002390615125396,
  10.169363630503168,
  9.093381002312297,
  5.4462962240769,
  87.68946114561723,
  18.066003396351682,
  12.18718486650376,
  69.33384804238207,
  7.187945700598351,
  6.996084741151023,
  7.296765553643489,
  24.436686007895503,
  59.68084086813312,
  5.335253743266177,
  16.47774425538738,
  20.4942614060076,
  6.9888999169444075,
  45.21547054745341,
  116.92240253433667,
  22.593310874053874,
  27.416398172845152,
  91.72543877097509,
  42.95490138408449,
  15.497754519503763,
  86.76304814465746,
  5.287462738130715,
  17.562769169395775,
  71.94168711940368,
  10.26235743643131,
  86.97201185929265,
  76.77419117748246,
  39.88037765761189,
  116.12941170286501,
  27.178692376145243,
  30.063385081541348,
  21.157876572402433,
  140.64733761190502,
  78.81936816425848,
  24.06978682480272,
  15.759573738107845,
  95.91503500687008,
  20.16819918885512,
  27.052511317086402,
  107.93319159779918,
  6.496289022139648,
  31.89669270027543,
  13.375395201965533,
  64.37659645697079,
  14.056579032632444,
  54.19627344872545,
  38.019715293111645,
  7.035561020669372,
  25.598037203555972,
  44.101035017390934,
  90.73797463441153,
  99.86354876361881,
  23.867230874405266,
  6.615321210194346,
  49.7435384613744,
  17.439077156447375,
  32.55853675580954,
  71.68706796039156,
  74.44753730736609,
  30.60580353392873,
  62.35716132319676,
  31.027513860197487,
  38.69373326438649,
  12.089638482205393,
  7.455159803525894,
  6.089299291678986,
  72.76409981318969,
  38.13087499055579,
  10.686879970009727,
  5.604885724818451,
  12.450520179261936,
  76.13382877862982,
  61.32463899445382,
  19.48568750589816,
  144.13038260934078,
  6.040467422513051,
  43.17025458628307,
  25.334808062280537,
  13.55061418578634,
  14.229195096217776,
  5.62343287728596,
  31.79660548447154,
  16.188194956401333,
  5.29729709619278,
  10.763149484338973,
  18.62437569173813,
  8.991642968806532,
  36.18070617653254,
  26.028203390441362,
  67.31180787454818,
  15.875033999197282,
  19.751651114186178,
  8.85169557192218,
  8.253271027105667,
  14.337750057915372,
  23.656809903956226,
  15.134454201117963,
  32.43483953883446,
  11.959617446397003,
  13.917727352716144,
  31.92281578039489,
  16.459679562243874,
  11.606760648885436,
  22.428183841878838,
  46.593886534563005,
  111.51060964157385,
  18.94164999953027,
  9.977411510745975,
  14.125705041509178,
  17.409373917279645,
  18.23114963482526,
  11.396869633267304,
  15.516820788628811,
  10.111936465213539,
  26.36504682021781,
  5.344229094540092,
  43.52922840107611,
  124.88825754369245,
  9.79661158613812,
  19.327536954629107,
  9.21295672610107,
  8.117217901643336,
  8.538693443219625,
  89.55917468489056,
  59.53460836765737,
  58.44818384925588,
  39.86895455679604,
  7.131206162811534,
  7.368331547645188,
  28.148204266261764,
  13.003953477602574,
  26.039618823672058,
  7.419795327636628,
  27.811880894767512,
  22.56435112494735,
  5.033611399505814,
  38.98181252341342,
  30.994188473003195,
  18.23694925301129,
  43.75064885231716,
  106.76049997192409,
  45.47855599962533,
  6.977250154971212,
  8.694094571642882,
  11.24317592346645,
  117.56151063133764,
  51.87001765364306,
  6.682202542931591,
  5.779422146894287,
  8.407101574137307,
  6.354176611122136,
  52.94149788965854,
  15.145990882802607,
  6.235347033560831,
  15.922035919915793,
  33.1014251177508,
  26.706495779629925,
  32.03429481625788,
  32.26951176703183,
  16.428712516596597,
  5.539222371534858,
  80.19377732041649,
  41.240930873530914,
  12.310391668691048,
  5.06526690787231,
  5.4605670667967905,
  10.713507406937747,
  46.96216183258982,
  79.0072054811338,
  21.45222027665188,
  5.7075459015651635,
  17.022724995032185,
  14.390249258718663,
  24.35859109687658,
  5.296028810916783,
  8.102575338393768,
  38.58479067310241,
  17.978042414900365,
  104.93910474939814,
  33.059212233355645,
  37.39599037656482,
  26.478839577214007,
  53.538649091509946,
  56.83112449863195,
  34.91068580179581,
  87.11113977957376,
  38.87936949275953,
  36.25926370907777,
  41.082065718042834,
  37.37311218820429,
  31.97623924777334,
  90.20857212273513,
  16.61247126252477,
  7.1001600935797455,
  31.22207588569811,
  64.55022619456426,
  65.14335471147899,
  45.52189141324458,
  10.314990039941978,
  9.64836152254968,
  11.61794642231088,
  134.36436652119656,
  185.51456789480108,
  18.266974388333356,
  30.166901662976635,
  42.01046797059914,
  54.93388674841286,
  5.976506236276392,
  5.4633710690482005,
  79.36804779005922,
  82.59167475179274,
  17.532870051157385,
  8.328113873997385,
  18.07247348622233,
  9.600676101010091,
  6.40376772191067,
  5.951236763106447,
  113.27205683819625,
  30.70490350891818,
  10.278577388817663,
  117.06222889742787,
  20.473206849866312,
  63.590768982339355,
  23.226266860757814,
  26.543166253394915,
  34.63936072554438,
  35.81755969042925,
  64.62834887052934,
  50.70192725418798,
  143.4451996254905,
  5.178859978080839,
  22.136290976419517,
  42.69507004874926,
  11.330506240234909,
  9.716422754936236,
  19.742230314396693,
  49.67663411057367,
  28.29398867096401,
  6.20931197232377,
  36.49996185060191,
  58.72966796786026,
  13.4936174881469,
  40.11499834055294,
  75.95252514858338,
  6.852852372966771,
  47.463743096837334,
  52.96080475870193,
  17.127728709577944,
  6.725257377661213,
  7.318584330273712,
  59.984240338983014,
  9.664166682766021,
  86.05389358841362,
  45.72427695336321,
  20.47803271420938,
  48.876270950287875,
  9.158109560558549,
  16.384315992744085,
  5.16589690751667,
  5.066834647419217,
  12.50311852525143,
  70.56053743238024,
  38.771449278361274,
  5.741196201762291,
  26.820065681113164,
  5.553317105255195,
  27.21516925770401,
  41.60275630754975,
  49.555188361344264,
  48.334328753895775,
  29.166998703755425,
  10.657240193025503,
  21.57253392722629,
  74.03704600300854,
  35.85867937275949,
  12.346886950084523,
  13.601754733248438,
  43.38809808941654,
  55.16646827950182,
  17.621044706098985,
  16.90158027494285,
  10.091471696143731,
  6.721639882079922,
  14.935864142449503,
  74.32502809546514,
  51.930085973362736,
  52.615758153170894,
  97.78645805164557,
  112.62771680673207,
  69.09675962318381,
  79.77250640496251,
  8.228756589364542,
  43.87695447994024,
  37.68936665446443,
  71.97880154681492,
  57.0240071635842,
  18.036373070102595,
  37.80654358404482,
  37.5238563725285,
  34.624010062552195,
  31.91483460859009,
  152.52156777655307,
  90.35321394324839,
  22.93131810001274,
  11.57279407126972,
  17.177407907410206,
  7.670090382995003,
  6.101799682172545,
  28.19168901743314,
  164.48839148008148,
  6.283216577828519,
  23.1114276724274,
  7.61256043255334,
  5.198500587329323,
  10.506466523003574,
  24.882716055535333,
  24.637343702027046,
  5.153533157420199,
  66.94846296995783,
  66.70209703696295,
  14.321073689585965,
  7.010763806201008,
  12.809814557110245,
  18.576672290811786,
  78.73423503693658,
  15.274990398766658,
  89.23059202423306,
  110.25383259377226,
  39.056300124713694,
  90.55623004045438,
  65.43369246961706,
  12.625682793030267,
  12.605199268113894,
  9.943826785540093,
  153.10358321190526,
  100.7090862891729,
  15.865398533521086,
  29.001299798251566,
  70.45703662149212,
  35.540725120493185,
  17.66572798120438,
  50.508329954637546,
  47.85994738695443,
  5.8259098386936765,
  16.394427851784354,
  76.98346604874486,
  12.644785425300082,
  25.09394004963233,
  18.343238727803122,
  50.06592654474187,
  28.520198827268707,
  68.46365194256323,
  10.931538435244645,
  37.5171207998322,
  61.497799581460924,
  36.72306972423014,
  11.473169051810133,
  15.726415478324041,
  77.79591596287484,
  34.49479743777516,
  16.387999672768338,
  88.95948616639348,
  36.96801380405633,
  8.00539684536337,
  106.37790385205982,
  45.23183898774474,
  6.345928686504626,
  96.89283493714302,
  19.914005821195563,
  96.69324665881159,
  46.19630114308274,
  19.262100417327538,
  7.187419649243679,
  16.9355640489085,
  11.914818492963278,
  37.236946196994715,
  115.67752946242891,
  7.461450979019886,
  9.07953928376104,
  67.82797282557652,
  8.604315458751959,
  100.50131635676685,
  5.199595250078605,
  58.755286650611765,
  121.14192020639139,
  20.37794979007122,
  19.37608201141464,
  13.231776972481503,
  14.776260939008864,
  64.12242481612711,
  42.713286469069544,
  70.10079206737718,
  11.524772524363206,
  84.41345638239885,
  5.1333267065505686,
  16.145208497770458,
  11.100755582677902,
  44.945522221417676,
  24.135467139845034,
  16.915945850511477,
  19.590375061623423,
  52.00034559312108,
  29.526603795199957,
  182.60282815494185,
  8.10458292972214,
  31.635495267640636,
  12.839931111926619,
  167.503668562669,
  50.94855566482056,
  27.610653509815535,
  39.598591397858115,
  11.49846789829128,
  11.703993782888599,
  22.23711175632458,
  46.09942842369496,
  26.58112190583825,
  127.84781670723824,
  137.83081118425133,
  93.05078657995958,
  18.919427522341458,
  85.01334380742932,
  49.868370982119046,
  61.5537923609754,
  100.7395402947908,
  12.008969417999795,
  60.73572817396034,
  68.9285921069364,
  10.234751147147595,
  13.967526664482415,
  98.27380695753253,
  14.068576818347287,
  60.89104930526469,
  24.151679383748537,
  8.832529220082726,
  77.88042072820892,
  5.292093933210991,
  109.15439627312239,
  9.935006909561794,
  22.247236455968896,
  99.40079596963427,
  30.73032269815422,
  13.02274694469216,
  9.86479663859241,
  30.552579867788637,
  74.83178291871593,
  23.774429914930828,
  21.729534492826456,
  79.03607026005211,
  9.241340004404078,
  48.48512285576885,
  29.677307578003855,
  51.25530732939001,
  31.506299022738034,
  14.484227493305765,
  10.330866096225586,
  41.49464222246147,
  43.42232496067737,
  10.45242575441412,
  99.529230387215,
  12.51255727241803,
  38.447948293795505,
  36.344289464418154,
  115.28012443595007,
  22.052442416018216,
  26.077381796421943,
  50.06914892470848,
  47.81317043333377,
  41.27082731142466,
  24.793306863323437,
  57.6294805797892,
  105.8194291783459,
  45.65918339380558,
  44.27710148404082,
  8.549421249354898,
  78.84594766319987,
  74.3594301514775,
  9.158664344055508,
  79.71797552686594,
  61.949718800399104,
  50.56110006685428,
  51.7521150866205,
  192.44934423597965,
  126.08358307101999,
  72.99760316538836,
  40.29015008424216,
  292.1544234021358,
  11.338236482968771,
  83.59574284314972,
  297.91614632075965,
  46.219764375615036,
  33.2566475157516,
  38.03787553350812,
  95.1563647131569,
  16.672318453007342,
  47.47674064734053,
  30.842748655367163,
  68.39259957468732,
  29.59219815887804,
  51.12522166640385,
  82.2591029110028,
  7.590891118674576,
  47.92256679335633,
  81.19922826045817,
  50.34490265280958,
  40.56448083388549,
  74.02196672191204,
  6.066344194257744,
  39.557335701533404,
  141.82262481589606,
  6.421819663177597,
  21.946953405131822,
  15.061273346107782,
  53.65663795801274,
  10.693894302414453,
  39.094022308364174,
  74.22666006018778,
  55.50568242736171,
  33.85352181061845,
  13.643021705442552,
  25.697928389956083,
  20.067797639026892,
  166.30606427263515,
  19.264444715691127,
  56.7281690149498,
  10.73254659257651,
  17.80714035432028,
  40.38667331547416,
  22.37126454705482,
  12.436116423770908,
  41.15344059808957,
  42.07936733954735,
  12.391843707804643,
  35.20229875970161,
  61.797030954748394,
  23.26853937587682,
  93.46575974723433,
  64.07387191273101,
  92.9618975512627,
  80.39750299196557,
  31.939446310308448,
  13.711358935975507,
  54.94168802462701,
  16.257801530289804,
  218.92004945428374,
  29.481448030166423,
  24.753228631621855,
  7.087579253504585,
  15.545643492442567,
  25.94300009776612,
  23.700087866203567,
  52.46780708784502,
  92.41273601346677,
  16.419591889508055,
  12.184345953831013,
  74.90049347136261,
  57.37365265162303,
  18.151946894622526,
  9.018341051731962,
  11.19714098308798,
  10.465640569753043,
  13.455820855944918,
  142.06101280679155,
  115.86133462784929,
  67.85725608935297,
  10.828129279935679,
  131.59665627113105,
  46.60560505168068,
  148.1292997281016,
  95.64145865205445,
  8.234763092373711,
  37.60972973126654,
  74.02388899141727,
  90.85321626500922,
  24.499732036911094,
  11.65484653754869,
  19.7573028198636,
  158.29769731824956,
  38.65248250588108,
  58.939775731105776,
  55.624722128693925,
  61.994024577926986,
  198.0758971186661,
  35.46738876133395,
  85.8063871615985,
  27.597852400005333,
  79.92867479820009,
  115.98149844906159,
  24.601224824377404,
  43.15546722050562,
  6.302868623287081,
  36.93084382722196,
  42.2018446467895,
  28.035880815807893,
  13.798157874302998,
  157.8216979079529,
  37.10474517079955,
  37.84038020995149,
  13.264330230303477,
  15.034446257258084,
  37.85118674802847,
  16.442799934514227,
  36.18722992360774,
  60.132252333064784,
  98.74759458451203,
  83.96676103503295,
  77.81541069453874,
  20.808721398996777,
  36.260619362186425,
  32.817067818570955,
  24.96122746467252,
  38.406971477683435,
  13.935378146087904,
  47.21521170792082,
  76.45725374944443,
  22.2639441944513,
  63.31316998001628,
  27.796230047671433,
  28.599493692446693,
  77.55375134677774,
  100.4096726224838,
  23.985037516238968,
  15.583826283824724,
  32.265176991165035,
  58.1078825563796,
  46.155780787832605,
  7.193003517952885,
  32.98730280795896,
  30.967926487551896,
  74.69285542983295,
  91.06872227134417,
  22.99166566358998,
  5.1192505095242495,
  34.93599219213719,
  40.08445410543158,
  36.83794894556927,
  22.379319449324587,
  14.76013298904385,
  32.4089168470097,
  16.719707445850855,
  6.86522863406784,
  11.395873904292264,
  31.389364948777363,
  13.60165320169444,
  186.79318165158642,
  22.069810203745483,
  99.10118191137082,
  35.03626932449505,
  32.25897709084323,
  132.321344221179,
  46.87371240725001,
  34.125770237699555,
  36.062244254230514,
  99.61154324080299,
  33.78493291468323,
  5.236132358233832,
  12.595374186868074,
  85.90591012835594,
  28.0122386766005,
  59.38716600727408,
  17.477689018530697,
  34.25960419493203,
  62.856931274971416,
  39.72501946335814,
  17.292583943192582,
  57.48814132344495,
  52.64884293355928,
  27.806714818935273,
  60.90315929491639,
  58.17492073691554,
  116.59062881881144,
  12.016478285720185,
  24.849370107683235,
  85.46146599706759,
  54.31176950684823,
  53.681295921183285,
  50.07562429532234,
  29.712163749848628,
  28.08054742278626,
  21.567129045998524,
  113.37341835486964,
  16.002335493033723,
  67.47284228077665,
  5.074163205133032,
  26.867770652042005,
  6.7655288247705085,
  89.49211139630137,
  89.22794852777399,
  8.009293274113007,
  47.852009118171836,
  9.596728840904628,
  11.28505211268652,
  34.56373290601936,
  26.267315268653817,
  10.645342600225527,
  5.716277075076184,
  91.40951113089186,
  5.06279895778232,
  76.30709351195067,
  78.70521729386171,
  56.029244463451334,
  87.37187277474517,
  12.056779010727286,
  10.166788519606007,
  130.3133511041901,
  120.984508930451,
  40.97125521902458,
  42.77092934553771,
  5.992224747770916,
  34.410810390884485,
  29.97845091321994,
  21.642666619640732,
  102.41281043767873,
  137.74061171153406,
  5.523879464192821,
  23.39099845891928,
  40.104949112728384,
  6.52651862059977,
  47.084228350157765,
  30.453343589447684,
  12.402861227760337,
  45.79092444673866,
  68.1787813374016,
  6.730206935457555,
  48.88009608311252,
  12.712746765730605,
  13.603955399698165,
  23.313256162930934,
  19.01018496127789,
  9.08110045412678,
  47.32951400866364,
  28.843471615441505,
  121.17481524505686,
  58.60025197560482,
  31.291313640150797,
  116.0382661035573,
  43.16409813888053,
  23.103925952388412,
  82.32995024334141,
  30.378380485075187,
  27.95408948218854,
  20.041752535644314,
  6.482810649964918,
  8.428424372606186,
  63.05461224086088,
  69.03029710952909,
  82.0058070557659,
  24.708253337244308,
  43.98046095754435,
  8.73882616309558,
  36.96002526973759,
  166.25209154546582,
  97.09692031802322,
  9.433962900887291,
  160.25675222192336,
  44.62795439654177,
  5.141002844079169,
  5.274241119569025,
  68.26591237027462,
  63.186976772684346,
  19.302870755133917,
  5.4551296382332755,
  9.103484754710747,
  66.3026991655642,
  13.269799216869279,
  25.696724583123107,
  32.054478494889786,
  18.095690901258294,
  89.44489303193104,
  14.861682626738999,
  25.318442667098605,
  63.26900669656665,
  21.131460541311018,
  17.86236994726596,
  48.38416528466037,
  24.03925627904187,
  6.729553191190367,
  34.16760800065672,
  7.066468519099248,
  36.193218795868475,
  59.424986780124044,
  17.167261532694425,
  26.998882871246266,
  7.588831238051957,
  52.11898900456236,
  135.9642494978572,
  51.13903307925438,
  83.04482840631046,
  7.307880757895509,
  5.818034039209676,
  62.53994734551395,
  6.300478518371733,
  85.96310848729928,
  115.6747115508655,
  13.544437625212609,
  111.52446796395395,
  47.02755075113976,
  18.526807871051005,
  34.57925391360587,
  22.785056525945134,
  294.96738514767304,
  45.67419603183575,
  63.43279726737661,
  28.524915952813174,
  73.93797553854904,
  74.62659778692145,
  11.826621923589435,
  29.33886845028666,
  5.397126554406099,
  18.805012033741203,
  54.478785183915846,
  5.078402121650048,
  219.9522418062083,
  17.815891951127362,
  5.315058727879997,
  10.127904196666544,
  175.74661094829145,
  152.82464475876003,
  24.281474410695623,
  97.05137752959087,
  24.460931627856404,
  32.4552076409642,
  13.82898008695054,
  96.86729655827159,
  19.91377800481697,
  62.98514911174825,
  52.693164891801864,
  13.59727719214226,
  57.107313285052044,
  9.279142224834752,
  59.70900851188536,
  12.00918931446338,
  47.98223912271234,
  18.87626667378097,
  24.99809951697696,
  35.01848608683885,
  5.870144605821538,
  72.75794119065418,
  92.6237508391238,
  33.31508894924256,
  51.322544777772784,
  95.48979077122632,
  192.13891825195896,
  28.743311658846448,
  42.96931225235462,
  90.93972218107288,
  86.1304088643282,
  28.524023708300827,
  69.88631586545469,
  165.03132444218355,
  60.33382425520743,
  12.093467760790709,
  67.27330040581828,
  21.336841711890383,
  32.58829175320311,
  30.89215012398691,
  36.62185768518116,
  64.30453865813985,
  14.468884229678519,
  24.799396937141637,
  11.123320690327036,
  15.486044094529797,
  36.098985935735854,
  17.415086104213223,
  28.73838214016109,
  10.706881669193791,
  43.66728968726679,
  19.907716800187472,
  27.952308292382856,
  87.82681865263905,
  25.37557005280711,
  78.49486655844451,
  43.493424261036694,
  11.117055093916099,
  55.896344905670524,
  56.31789494017486,
  91.06533352929998,
  18.22577459356538,
  59.281039160202546,
  12.524570916586324,
  13.05347085268216,
  109.93175241489462,
  16.99757952518486,
  35.16475441615469,
  22.267442732553427,
  78.62969072355824,
  43.73561361200561,
  18.690753419067953,
  17.944176840074633,
  21.17235261146069,
  35.251853005606996,
  23.072359930132315,
  148.3533198160779,
  45.89984379796641,
  138.22211735749818,
  56.93654253849692,
  15.797771482933653,
  80.63566180151035,
  59.564051520608054,
  47.18908093156146,
  25.838221054520584,
  8.093657356004725,
  25.02229379312478,
  28.17207786065639,
  6.8802102546230754,
  37.56014880606103,
  14.74309525825944,
  12.305955345849489,
  56.98965181657938,
  18.84988067595244,
  15.824940660161507,
  83.9656499525696,
  66.56744439656264,
  98.62761233686078,
  26.610671045638483,
  57.839162849363234,
  19.174620161636735,
  26.921694314466546,
  10.52479429811641,
  7.824174859914545,
  70.03855672584768,
  34.34254965254216,
  19.27584641410549,
  21.603751674277465,
  105.89069468006227,
  25.375325428599286,
  50.645497989673316,
  53.68026517781077,
  53.18692141117606,
  25.65613076953886,
  60.53120293465435,
  16.16139823063171,
  12.281124164344766,
  23.5190858749873,
  41.34293900489819,
  5.725268356903234,
  8.422771246776135,
  5.952188965033301,
  64.95454348566915,
  35.67430242310249,
  20.04134018631918,
  33.48832415712753,
  12.741183448851793,
  44.78805293095146,
  101.85722431003964,
  73.63322185485607,
  133.50456881392233,
  34.266294478120095,
  77.94155113201597,
  58.17196665797892,
  36.50707920054254,
  7.520809340808992,
  44.762853932943955,
  5.6100011190520425,
  42.51362734603516,
  104.24019972981769,
  24.267696078508646,
  23.978167677584565,
  112.64603128572335,
  59.46539215120815,
  5.567012739089899,
  116.26214165523828,
  76.21521801078666,
  12.922006720961292,
  39.621520038148795,
  55.038224987242735,
  16.779921787257127,
  66.72247223720267,
  34.55675025190036,
  212.2088671539546,
  42.92648716278653,
  73.73927167553917,
  106.81348668989912,
  32.81960712083368,
  76.68098692072118,
  145.15437421250132,
  36.07308951166205,
  25.36212634553882,
  46.012870634505596,
  195.65962369025303,
  87.05873542200827,
  58.64222434938215,
  54.1472001225671,
  46.93557220965625,
  ...])

Graph for home page

Detected energies during the discharge + Energy spectrum

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