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 = 44351
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)

<ipython-input-1-fe971fb7f7b0>:25: RuntimeWarning: invalid value encountered in scalar divide
  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))))
<ipython-input-1-fe971fb7f7b0>:26: RuntimeWarning: invalid value encountered in scalar divide
  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))))

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);

([6902918.75,
  6909715.625,
  6912206.25,
  6912207.8125,
  6914115.625,
  6917790.625,
  7004392.1875,
  7170934.375,
  7224085.9375,
  7290089.0625,
  7293403.125,
  7296734.375,
  7311623.4375,
  7312542.1875,
  7343084.375,
  7349360.9375,
  7352178.125,
  7352629.6875,
  7372559.375,
  7421653.125,
  7424810.9375,
  7430593.75,
  7431837.5,
  7440542.1875,
  7442453.125,
  7461634.375,
  7499670.3125,
  7520576.5625,
  7527353.125,
  7527359.375,
  7538478.125,
  7539001.5625,
  7539326.5625,
  7539678.125,
  7540071.875,
  7540504.6875,
  7541468.75,
  7542348.4375,
  7543254.6875,
  7545089.0625,
  7546770.3125,
  7557250.0,
  7580128.125,
  7604970.3125,
  7606329.6875,
  7609079.6875,
  7609342.1875,
  7637692.1875,
  7651517.1875,
  7661551.5625,
  7662959.375,
  7664593.75,
  7687610.9375,
  7688387.5,
  7694384.375,
  7696787.5,
  7711351.5625,
  7717529.6875,
  7719618.75,
  7738771.875,
  7751639.0625,
  7755800.0,
  7758743.75,
  7781510.9375,
  7787203.125,
  7803364.0625,
  7808146.875,
  7812298.4375,
  7813107.8125,
  7821390.625,
  7837903.125,
  7837904.6875,
  7839500.0,
  7839521.875,
  7840865.625,
  7845603.125,
  7845628.125,
  7845729.6875,
  7846787.5,
  7847051.5625,
  7848279.6875,
  7848814.0625,
  7848985.9375,
  7849050.0,
  7849589.0625,
  7851467.1875,
  7851912.5,
  7852415.625,
  7854876.5625,
  7863221.875,
  7877006.25,
  7879289.0625,
  7886881.25,
  7886987.5,
  7894318.75,
  7896615.625,
  7898317.1875,
  7898450.0,
  7898514.0625,
  7898656.25,
  7900757.8125,
  7905650.0,
  7910551.5625,
  7913910.9375,
  7914662.5,
  7916421.875,
  7920795.3125,
  7920928.125,
  7924396.875,
  7927567.1875,
  7927717.1875,
  7938606.25,
  7949081.25,
  7949179.6875,
  7956556.25,
  7956900.0,
  7956925.0,
  7957848.4375,
  7957910.9375,
  7958173.4375,
  7958468.75,
  7964178.125,
  7964635.9375,
  7965640.625,
  7968000.0,
  7997700.0,
  8010776.5625,
  8024601.5625,
  8025718.75,
  8032757.8125,
  8034970.3125,
  8036346.875,
  8036409.375,
  8038037.5,
  8038967.1875,
  8039779.6875,
  8044648.4375,
  8069181.25,
  8069332.8125,
  8069503.125,
  8070539.0625,
  8070576.5625,
  8070592.1875,
  8071271.875,
  8071307.8125,
  8071337.5,
  8072878.125,
  8072909.375,
  8072910.9375,
  8072912.5,
  8073343.75,
  8074385.9375,
  8100023.4375,
  8110992.1875,
  8111620.3125,
  8114532.8125,
  8130131.25,
  8150012.5,
  8151387.5,
  8156937.5,
  8157426.5625,
  8167234.375,
  8181517.1875,
  8186064.0625,
  8186078.125,
  8188432.8125,
  8189395.3125,
  8209709.375,
  8219268.75,
  8232932.8125,
  8246493.75,
  8278375.0,
  8284718.75,
  8323670.3125,
  8323721.875,
  8327221.875,
  8332731.25,
  8344467.1875,
  8346965.625,
  8364090.625,
  8441489.0625,
  8894150.0,
  9140268.75,
  9301676.5625,
  9303139.0625,
  9322679.6875,
  9332126.5625,
  9357596.875,
  9358357.8125,
  9358703.125,
  9367473.4375,
  9397115.625,
  9404396.875,
  9421420.3125,
  9424370.3125,
  9426018.75,
  9427134.375,
  9427710.9375,
  9428303.125,
  9428464.0625,
  9432540.625,
  9433070.3125,
  9433126.5625,
  9433745.3125,
  9435079.6875,
  9445392.1875,
  9495407.8125,
  9499620.3125,
  9501520.3125,
  9502807.8125,
  9517656.25,
  9523554.6875,
  9529584.375,
  9530992.1875,
  9531532.8125,
  9533031.25,
  9533439.0625,
  9533440.625,
  9533670.3125,
  9534732.8125,
  9538095.3125,
  9545778.125,
  9575696.875,
  9585612.5,
  9586921.875,
  9587082.8125,
  9589001.5625,
  9599745.3125,
  9606923.4375,
  9609259.375,
  9611473.4375,
  9647100.0,
  9647264.0625,
  9651440.625,
  9653453.125,
  9654464.0625,
  9655862.5,
  9657048.4375,
  9658023.4375,
  9658773.4375,
  9658975.0,
  9661290.625,
  9662904.6875,
  9664890.625,
  9664912.5,
  9667662.5,
  9674259.375,
  9674601.5625,
  9674925.0,
  9674940.625,
  9675039.0625,
  9675132.8125,
  9675367.1875,
  9675835.9375,
  9675846.875,
  9676035.9375,
  9676090.625,
  9676132.8125,
  9676142.1875,
  9676212.5,
  9676500.0,
  9676592.1875,
  9676670.3125,
  9676765.625,
  9676823.4375,
  9676903.125,
  9677050.0,
  9677096.875,
  9677457.8125,
  9677985.9375,
  9678084.375,
  9678323.4375,
  9678596.875,
  9678951.5625,
  9678964.0625,
  9681093.75,
  9686148.4375,
  9689342.1875,
  9689382.8125,
  9689473.4375,
  9689560.9375,
  9697260.9375,
  9699965.625,
  9701521.875,
  9703475.0,
  9707075.0,
  9707725.0,
  9710323.4375,
  9710967.1875,
  9712948.4375,
  9713285.9375,
  9715709.375,
  9716359.375,
  9716481.25,
  9717195.3125,
  9717689.0625,
  9718401.5625,
  9718585.9375,
  9718762.5,
  9718914.0625,
  9719223.4375,
  9719517.1875,
  9719829.6875,
  9720865.625,
  9722371.875,
  9722653.125,
  9723104.6875,
  9723979.6875,
  9724525.0,
  9725287.5,
  9725487.5,
  9725509.375,
  9726290.625,
  9726315.625,
  9728390.625,
  9741004.6875,
  9741243.75,
  9744214.0625,
  9746850.0,
  9747509.375,
  9751242.1875,
  9753515.625,
  9765615.625,
  9765990.625,
  9767120.3125,
  9769050.0,
  9772707.8125,
  9773132.8125,
  9773517.1875,
  9774679.6875,
  9775420.3125,
  9775451.5625,
  9775732.8125,
  9776612.5,
  9777359.375,
  9777443.75,
  9783642.1875,
  9784607.8125,
  9784642.1875,
  9789939.0625,
  9790273.4375,
  9800150.0,
  9803037.5,
  9803896.875,
  9804937.5,
  9805034.375,
  9805487.5,
  9806354.6875,
  9807407.8125,
  9807706.25,
  9808065.625,
  9811918.75,
  9811931.25,
  9813565.625,
  9814356.25,
  9814614.0625,
  9815334.375,
  9816042.1875,
  9823931.25,
  9830167.1875,
  9831237.5,
  9832092.1875,
  9834667.1875,
  9837717.1875,
  9839059.375,
  9840525.0,
  9849340.625,
  9854196.875,
  9855301.5625,
  9856428.125,
  9862396.875,
  9862520.3125,
  9865262.5,
  9865337.5,
  9867817.1875,
  9867818.75,
  9868289.0625,
  9868475.0,
  9868489.0625,
  9868954.6875,
  9870714.0625,
  9870717.1875,
  9897940.625,
  9901246.875,
  9902550.0,
  9902556.25,
  9902885.9375,
  9905415.625,
  9905439.0625,
  9905459.375,
  9906793.75,
  9907200.0,
  9907767.1875,
  9908992.1875,
  9910806.25,
  9911553.125,
  9913545.3125,
  9913760.9375,
  9915995.3125,
  9929389.0625,
  9930964.0625,
  9931734.375,
  9932623.4375,
  9934709.375,
  9935185.9375,
  9935284.375,
  9935298.4375,
  9935450.0,
  9935503.125,
  9935832.8125,
  9936390.625,
  9936631.25,
  9936732.8125,
  9936820.3125,
  9937012.5,
  9937031.25,
  9937032.8125,
  9937087.5,
  9937359.375,
  9937390.625,
  9939050.0,
  9940065.625,
  9941039.0625,
  9951089.0625,
  9958912.5,
  9959204.6875,
  9959484.375,
  9964767.1875,
  9968284.375,
  9969220.3125,
  9970757.8125,
  9988207.8125,
  9991906.25,
  9992873.4375,
  9993289.0625,
  9994446.875,
  9994585.9375,
  9996550.0,
  9997957.8125,
  9998182.8125,
  10001298.4375,
  10001429.6875,
  10001846.875,
  10001882.8125,
  10019714.0625,
  10021748.4375,
  10021953.125,
  10022768.75,
  10023651.5625,
  10025195.3125,
  10025392.1875,
  10031106.25,
  10033293.75,
  10033450.0,
  10034368.75,
  10035573.4375,
  10036079.6875,
  10036100.0,
  10037435.9375,
  10037685.9375,
  10049854.6875,
  10051200.0,
  10051915.625,
  10052762.5,
  10053467.1875,
  10053495.3125,
  10054234.375,
  10055251.5625,
  10055281.25,
  10055398.4375,
  10055696.875,
  10055787.5,
  10055815.625,
  10055823.4375,
  10055862.5,
  10056721.875,
  10057146.875,
  10057429.6875,
  10058473.4375,
  10061115.625,
  10062542.1875,
  10078650.0,
  10088810.9375,
  10091176.5625,
  10094212.5,
  10099703.125,
  10099970.3125,
  10100653.125,
  10101907.8125,
  10104878.125,
  10106868.75,
  10108196.875,
  10108226.5625,
  10108571.875,
  10110103.125,
  10110214.0625,
  10113673.4375,
  10114920.3125,
  10114959.375,
  10114984.375,
  10118004.6875,
  10120926.5625,
  10123864.0625,
  10137589.0625,
  10137671.875,
  10138576.5625,
  10138653.125,
  10139396.875,
  10140096.875,
  10140401.5625,
  10140846.875,
  10140893.75,
  10140964.0625,
  10142264.0625,
  10142742.1875,
  10144439.0625,
  10144900.0,
  10147612.5,
  10152915.625,
  10169054.6875,
  10170546.875,
  10177365.625,
  10178540.625,
  10197760.9375,
  10203996.875,
  10220540.625,
  10221442.1875,
  10223512.5,
  10225159.375,
  10225476.5625,
  10241250.0,
  10242398.4375,
  10249020.3125,
  10252310.9375,
  10305884.375,
  10328364.0625,
  10333401.5625,
  10340093.75,
  10347418.75,
  10354162.5,
  10355381.25,
  10356462.5,
  10356526.5625,
  10360523.4375,
  10361676.5625,
  10363507.8125,
  10368376.5625,
  10368857.8125,
  10373229.6875,
  10375673.4375,
  10404767.1875,
  10433282.8125,
  10547207.8125,
  10603021.875,
  10684331.25,
  10716150.0,
  10726001.5625,
  10855737.5,
  10964279.6875,
  10975625.0,
  10975773.4375,
  10984407.8125,
  11027703.125,
  11027757.8125,
  11028737.5,
  11031251.5625,
  11031796.875,
  11099835.9375,
  11102009.375,
  11103276.5625,
  11111100.0,
  11117717.1875,
  11119565.625,
  11125400.0,
  11134806.25,
  11154370.3125,
  11159350.0,
  11186882.8125,
  11235468.75,
  11244540.625,
  11278095.3125,
  11287628.125,
  11287840.625,
  11288342.1875,
  11293682.8125,
  11310920.3125,
  11343432.8125,
  11343535.9375,
  11343560.9375,
  11343621.875,
  11360482.8125,
  11502212.5,
  11589387.5,
  11618964.0625,
  11628150.0,
  11633468.75,
  11634173.4375,
  11639404.6875,
  11652451.5625,
  11655071.875,
  11656710.9375,
  11657170.3125,
  11659806.25,
  11663134.375,
  11663226.5625,
  11663282.8125,
  11665753.125,
  11667528.125,
  11671028.125,
  11672046.875,
  11677457.8125,
  11679057.8125,
  11681343.75,
  11684003.125,
  11684437.5,
  11685582.8125,
  11697020.3125,
  11698354.6875,
  11704814.0625,
  11710432.8125,
  11718081.25,
  11723171.875,
  11724345.3125,
  11724596.875,
  11724667.1875,
  11724798.4375,
  11724945.3125,
  11725731.25,
  11725745.3125,
  11726159.375,
  11726257.8125,
  11726567.1875,
  11727070.3125,
  11727854.6875,
  11727884.375,
  11727982.8125,
  11728110.9375,
  11728181.25,
  11728281.25,
  11728564.0625,
  11728662.5,
  11729089.0625,
  11729528.125,
  11730021.875,
  11730532.8125,
  11732651.5625,
  11733762.5,
  11733851.5625,
  11733868.75,
  11734209.375,
  11734475.0,
  11734537.5,
  11734554.6875,
  11734707.8125,
  11734787.5,
  11734832.8125,
  11734892.1875,
  11735276.5625,
  11735418.75,
  11735835.9375,
  11735917.1875,
  11735928.125,
  11736006.25,
  11736318.75,
  11737096.875,
  11737451.5625,
  11737692.1875,
  11738154.6875,
  11738379.6875,
  11738631.25,
  11738829.6875,
  11739310.9375,
  11739714.0625,
  11740150.0,
  11740228.125,
  11741578.125,
  11742720.3125,
  11742842.1875,
  11764376.5625,
  11770101.5625,
  11770351.5625,
  11770832.8125,
  11771759.375,
  11772359.375,
  11773573.4375,
  11808439.0625,
  11810487.5,
  11818010.9375,
  11818592.1875,
  11831087.5,
  11865412.5,
  11940534.375,
  12000357.8125,
  12000639.0625,
  12000681.25,
  12001006.25,
  12001096.875,
  12001393.75,
  12001492.1875,
  12001660.9375,
  12001821.875,
  12002040.625,
  12047870.3125,
  12065382.8125,
  12066225.0,
  12067696.875,
  12067735.9375,
  12069665.625,
  12073771.875,
  12076526.5625,
  12090314.0625,
  12091318.75,
  12100437.5,
  12101653.125,
  12103306.25,
  12105845.3125,
  12127045.3125,
  12151110.9375,
  12163014.0625,
  12168251.5625,
  12168279.6875,
  12189306.25,
  12211312.5,
  12218968.75,
  12219075.0,
  12223737.5,
  12237300.0,
  12268768.75,
  12296412.5,
  12304025.0,
  12313068.75,
  12313603.125,
  12318410.9375,
  12323184.375,
  12323795.3125,
  12323896.875,
  12323998.4375,
  12324121.875,
  12324545.3125,
  12325548.4375,
  12325659.375,
  12325857.8125,
  12329585.9375,
  12332025.0,
  12333773.4375,
  12339067.1875,
  12345335.9375,
  12349181.25,
  12349859.375,
  12351096.875,
  12351171.875,
  12351645.3125,
  12352735.9375,
  12356421.875,
  12370529.6875,
  12373909.375,
  12376051.5625,
  12376514.0625,
  12378307.8125,
  12385721.875,
  12386156.25,
  12402192.1875,
  12407750.0,
  12411387.5,
  12428873.4375,
  12444440.625,
  12445332.8125,
  12446146.875,
  12447162.5,
  12448614.0625,
  12450420.3125,
  12452457.8125,
  12454950.0,
  12455431.25,
  12455432.8125,
  12455457.8125,
  12463268.75,
  12476071.875,
  12487084.375,
  12487526.5625,
  12487739.0625,
  12488029.6875,
  12489439.0625,
  12489578.125,
  12489603.125,
  12489656.25,
  12489942.1875,
  12490021.875,
  12490395.3125,
  12490637.5,
  12492043.75,
  12492278.125,
  12492790.625,
  12495848.4375,
  12496332.8125,
  12499301.5625,
  12499420.3125,
  12499454.6875,
  12499471.875,
  12499823.4375,
  12499834.375,
  12499942.1875,
  12499948.4375,
  12500187.5,
  12502690.625,
  12502934.375,
  12503246.875,
  12503271.875,
  12507965.625,
  12508639.0625,
  12508696.875,
  12510710.9375,
  12511364.0625,
  12516400.0,
  12517093.75,
  12518464.0625,
  12521618.75,
  12525675.0,
  12540407.8125,
  12540431.25,
  12544403.125,
  12546476.5625,
  12552295.3125,
  12554382.8125,
  12555067.1875,
  12556189.0625,
  12559654.6875,
  12560560.9375,
  12565773.4375,
  12568598.4375,
  12569857.8125,
  12570809.375,
  12571157.8125,
  12571725.0,
  12572132.8125,
  12572210.9375,
  12572460.9375,
  12574035.9375,
  12574275.0,
  12575376.5625,
  12575898.4375,
  12577839.0625,
  12578614.0625,
  12578998.4375,
  12579335.9375,
  12579493.75,
  12579985.9375,
  12580462.5,
  12580515.625,
  12580640.625,
  12580728.125,
  12580856.25,
  12580857.8125,
  12580935.9375,
  12580979.6875,
  12580998.4375,
  12581015.625,
  12581468.75,
  12581471.875,
  12582028.125,
  12582082.8125,
  12582132.8125,
  12582150.0,
  12582300.0,
  12582370.3125,
  12582671.875,
  12582704.6875,
  12582923.4375,
  12582926.5625,
  12582968.75,
  12583020.3125,
  12583120.3125,
  12583242.1875,
  12583304.6875,
  12583315.625,
  12583531.25,
  12583531.25,
  12583675.0,
  12583764.0625,
  12584096.875,
  12584179.6875,
  12584637.5,
  12584770.3125,
  12584907.8125,
  12585042.1875,
  12585228.125,
  12585240.625,
  12585262.5,
  12585856.25,
  12585895.3125,
  12586128.125,
  12586598.4375,
  12587065.625,
  12587646.875,
  12588523.4375,
  12594462.5,
  12599312.5,
  12599348.4375,
  12599492.1875,
  12601359.375,
  12602251.5625,
  12618334.375,
  12640385.9375,
  12645157.8125,
  12647050.0,
  12648307.8125,
  12648332.8125,
  12656260.9375,
  12656701.5625,
  12656707.8125,
  12658850.0,
  12662996.875,
  12673589.0625,
  12699262.5,
  12699292.1875,
  12717104.6875,
  12717109.375,
  12761210.9375,
  12775700.0,
  12776560.9375,
  12777085.9375,
  12777281.25,
  12777565.625,
  12778878.125,
  12780887.5,
  12789684.375,
  12789910.9375,
  12792118.75,
  12803557.8125,
  12811504.6875,
  12814235.9375,
  12815812.5,
  12831398.4375,
  12833093.75,
  12833096.875,
  12834446.875,
  12846218.75,
  12849651.5625,
  12852215.625,
  12874546.875,
  12877100.0,
  12882153.125,
  12882178.125,
  12885570.3125,
  12885612.5,
  12887390.625,
  12888595.3125,
  12895262.5,
  13090260.9375,
  13226196.875,
  13234003.125,
  13234064.0625,
  13234584.375,
  13243567.1875,
  13247351.5625,
  13249932.8125,
  13250645.3125,
  13253270.3125,
  13263775.0,
  13266298.4375,
  13268157.8125,
  13268356.25,
  13268381.25,
  13268885.9375,
  13269090.625,
  13269473.4375,
  13269621.875,
  13269820.3125,
  13275256.25,
  13275820.3125,
  13277415.625,
  13278425.0,
  13279568.75,
  13279870.3125,
  13280968.75,
  13283850.0,
  13284303.125,
  13284456.25,
  13284654.6875,
  13286189.0625,
  13287864.0625,
  13288428.125,
  13288700.0,
  13288815.625,
  13289398.4375,
  13289417.1875,
  13290973.4375,
  13293220.3125,
  13293357.8125,
  13293792.1875,
  13297343.75,
  13298296.875,
  13298325.0,
  13307065.625,
  13307093.75,
  13318320.3125,
  13323417.1875,
  13431165.625,
  13433443.75,
  13443895.3125,
  ...],
 [6.630262169222463,
  14.05250812906242,
  13.068930837380051,
  98.13562043469796,
  67.78149772210512,
  18.9148599206519,
  39.737487943660476,
  12.07832678002508,
  57.43737882617703,
  80.72734642480857,
  19.563106182746292,
  12.066968488301642,
  12.530930744805142,
  5.395181933492707,
  91.61806631857321,
  19.047107479331807,
  55.46963031138328,
  60.33716346323712,
  21.970861389715676,
  49.27765138430283,
  86.0821195430907,
  8.9772496100498,
  18.548231467163212,
  36.64138869678274,
  9.904148483717098,
  106.58189705917067,
  23.791527314672223,
  23.752430996914846,
  47.13930153212678,
  7.79678730942138,
  126.37985233455308,
  45.47626337850747,
  15.150140847665336,
  12.382227925835647,
  10.043138920224353,
  8.462506167341434,
  48.030484672667185,
  46.924613114124526,
  47.660257401263664,
  60.99789491905169,
  13.823172110739323,
  8.57761027624625,
  9.798023557080837,
  42.67101041361012,
  13.39532811267992,
  6.348264470830809,
  11.81381283418188,
  37.262663973091996,
  71.71614332560378,
  18.000911804000168,
  171.1243752500389,
  13.270055435414893,
  51.775323056227485,
  101.30195518380711,
  13.807943862844734,
  7.9647713569219425,
  94.09897008635997,
  91.92639663503404,
  39.82643208355843,
  34.860351366859824,
  26.684492694841026,
  184.53134596844694,
  9.303422833263447,
  84.83196960062718,
  25.07995918361001,
  6.662140140379241,
  19.297315648949674,
  26.912368668281584,
  56.705935601214975,
  15.039461374449067,
  13.95006092168227,
  29.954320893452756,
  8.43329555215327,
  49.41540118765926,
  39.45706626702982,
  11.870462719221715,
  11.3625414808836,
  30.741868787557305,
  20.992215492349715,
  23.066770732705983,
  43.401072084982374,
  14.963387364429332,
  38.73885169421405,
  65.03331864753483,
  18.47304728573829,
  28.49276792145655,
  7.41171690857583,
  30.834723034292185,
  46.16946049261593,
  122.72982881798391,
  70.95878634199971,
  15.957332200912473,
  46.028528470431084,
  120.34213032450457,
  71.95737188733187,
  24.04446739289409,
  50.424274261514356,
  6.6840476944816665,
  5.204805204627137,
  8.474575508167463,
  105.91122465079579,
  64.06348672237449,
  139.94959247241204,
  22.652129521499695,
  84.83599684491928,
  45.21445570596228,
  55.5339224284848,
  44.990987907518104,
  100.73156979094128,
  5.882883404424084,
  53.17182344273736,
  42.39825092684925,
  15.770276768189046,
  8.073691645205862,
  86.94654882839409,
  22.38329404292382,
  83.9830140525409,
  33.90076932984734,
  19.723574371987315,
  77.93231785577699,
  19.80976656215118,
  5.336296395017784,
  10.121429440992234,
  83.00786172982195,
  6.6810445129595974,
  6.358741587892436,
  19.350150254235285,
  90.03675148514196,
  22.3254154298509,
  32.86338193975796,
  53.42843096450211,
  109.66054793375615,
  117.29361963310896,
  30.343000998907183,
  106.47682017026568,
  35.22176476310955,
  27.36286445546141,
  62.6811471319764,
  22.947016832193217,
  20.177589677330015,
  60.878339367627404,
  93.46694726339416,
  27.68527239851261,
  46.14200253747499,
  17.414574117238065,
  62.16039793125793,
  175.1824616630004,
  173.21187628340275,
  300.2050441474238,
  54.22042242896573,
  30.613077416875097,
  23.504670251036714,
  146.62622103422393,
  27.506277475206872,
  15.035340724417447,
  29.875233153702876,
  98.60086718476659,
  104.27373128550988,
  30.936055513034834,
  61.48723022272469,
  27.32541080395693,
  9.003086553137623,
  5.969336386543579,
  25.837012177346597,
  75.09759991448259,
  15.309765467407669,
  14.363687704356236,
  8.017460738623921,
  29.557777522951163,
  9.32237380626679,
  17.261866239385462,
  26.308743702901356,
  33.59920640933363,
  73.69834999592834,
  5.205889424255645,
  159.1304054071737,
  21.50361226397211,
  21.45545059915912,
  63.54550176631564,
  70.16919583262984,
  9.863328298388616,
  16.724078238869296,
  20.05373291461162,
  8.836058813596749,
  63.25664406164743,
  40.25891148646265,
  196.64372784032324,
  168.0195965372815,
  64.50065900673631,
  17.293217761831517,
  21.160896909830427,
  6.693491498171685,
  98.02195661397545,
  52.50663715596935,
  82.93603824948357,
  72.45036944567383,
  27.60928857253888,
  94.12048488793721,
  32.56536421857012,
  55.92252714394874,
  137.22785433691357,
  5.619157128447458,
  30.6659300888159,
  88.49515145689888,
  36.51744691867298,
  29.626958487521716,
  21.04645560704403,
  92.2956472853889,
  131.50215632722498,
  18.927369199891,
  46.68590413338788,
  7.5001675899516655,
  90.84373726294288,
  34.81678831839879,
  14.399306809589747,
  10.653461122719673,
  150.60583223130357,
  10.25787557229169,
  9.322709190372025,
  13.89534981151892,
  82.88312364112336,
  13.445178953269663,
  75.37906231439803,
  13.544067682213115,
  40.32596065066332,
  45.24020018267075,
  54.67771822170764,
  48.082522362794535,
  20.587146848001446,
  26.59786169589453,
  31.72995541463033,
  10.307941413817385,
  15.756248350610754,
  54.71584479221103,
  54.65241831723474,
  34.94080768839758,
  50.17200553455888,
  8.557051825861038,
  23.241716789691385,
  19.517716143579296,
  59.95379142742135,
  15.952365416167732,
  27.563273838435997,
  99.53835509569643,
  51.17775330816809,
  44.9322337841914,
  26.603958839191524,
  14.972825583255393,
  10.108346553609895,
  39.06457762648111,
  59.68920059159763,
  26.472213697462642,
  22.241622026511543,
  7.322642285096082,
  10.92032586773259,
  46.17804292827822,
  90.04149779792317,
  15.500757468811056,
  70.28411354371424,
  71.53003606574497,
  7.954884247112457,
  28.295425276713896,
  9.634823091172226,
  35.060323534616074,
  33.10669321616842,
  8.025996864052908,
  79.90006483231096,
  40.85263954089895,
  26.632198912523158,
  16.80478015885484,
  5.107737735661899,
  128.67265028841268,
  35.366346981419596,
  85.48636300310507,
  62.41217302295041,
  18.883164600606186,
  74.19170236060859,
  21.168401520765663,
  28.69548863956973,
  5.163743966568347,
  7.900521059564017,
  6.7720136469951795,
  47.73030358639317,
  63.91141825592061,
  79.53635594544852,
  79.14601789320632,
  247.0312292461305,
  18.633045933762393,
  148.221990016689,
  13.893954592327432,
  5.396763280553345,
  11.762907286022864,
  11.490885663584127,
  55.33717390977071,
  9.208775487085392,
  22.473765051550277,
  217.13158921890678,
  14.380302119357037,
  6.762225631311463,
  20.084741020687932,
  70.67611687495227,
  46.91042873456155,
  8.35204470402033,
  12.186723788885267,
  38.40747441664951,
  71.3936495529569,
  81.99113576990592,
  33.973035951316135,
  13.463712154118582,
  12.871734410770872,
  66.65280297907074,
  269.5467671778814,
  37.809497321203,
  75.15513051144765,
  39.5294361142949,
  190.8942984539332,
  8.541814701913035,
  38.04835179886321,
  8.058428971967833,
  11.066892690440348,
  19.535208423288967,
  39.063162343698984,
  53.22019160959865,
  64.4613207596697,
  6.647380889584801,
  25.230406604812636,
  41.2594304528712,
  24.779121810870752,
  59.708880808121144,
  27.712913457428577,
  5.23707858333217,
  74.84057738748702,
  145.26753532246755,
  8.977216652067508,
  30.890149901479713,
  71.05417569629333,
  73.14392031915848,
  82.31119647909082,
  7.4533632175460145,
  34.97322410978425,
  11.484253350522621,
  15.022631352491405,
  29.162837317722868,
  85.96657303263096,
  9.1196469133563,
  60.64087909050869,
  60.1650515141585,
  56.75017393502778,
  22.46555356993295,
  30.810981773490653,
  15.881110871187772,
  53.29977746800274,
  55.419736777286644,
  54.37522106930642,
  28.02784431242685,
  7.177432749606909,
  55.794762620595705,
  26.071154510240376,
  39.25087358117085,
  9.827454246382139,
  35.67414211527053,
  71.6176189404479,
  9.088511353361644,
  10.04521339760067,
  20.158331117587473,
  5.328722897376757,
  35.232433325336594,
  131.0973020682199,
  75.17559187113328,
  61.97307384155649,
  22.505541489637334,
  5.915549703684106,
  12.094931842854411,
  12.596928599856964,
  8.053865745101172,
  36.563423026805644,
  80.6837870062508,
  26.433317997561375,
  20.613428207777382,
  10.86518556747863,
  49.474317126692696,
  16.88601031503997,
  19.150360798637074,
  63.85491872121605,
  8.718011384909511,
  152.73807215793332,
  184.81029699446162,
  5.594495132469437,
  31.45604846998305,
  26.112734263016105,
  133.73717330214765,
  37.55776805803646,
  23.252855256838853,
  32.037226700544416,
  8.140948778797704,
  8.07560521087576,
  20.204090868380273,
  8.39632311927853,
  62.7671923719819,
  19.054621007710033,
  212.98230562323707,
  101.45155358681093,
  82.60726258700244,
  33.40230642566453,
  124.18131682329393,
  5.078967897854318,
  72.32556700623377,
  10.622023683571468,
  77.80994336610236,
  22.750199172838396,
  5.801797894326124,
  19.670523319062912,
  5.09013127377821,
  91.01341064386854,
  14.171423625962017,
  18.03058329234576,
  38.040656418760854,
  29.9465782622868,
  43.22789073483814,
  30.689704529969625,
  8.129886517657413,
  7.254856477094687,
  5.862500919658194,
  12.076501375344119,
  76.63140194299618,
  64.11407753604655,
  33.42794204442414,
  5.510851555958736,
  21.068424501571474,
  96.79733562967556,
  5.9459246337950855,
  17.30437716228039,
  29.228567568341848,
  8.526458134530941,
  48.251421272897026,
  8.619955489928188,
  23.71500433319384,
  57.116394405545876,
  57.19307279610794,
  36.139199264381695,
  67.38739992167517,
  59.434715938209514,
  71.05741018454849,
  16.577640511854845,
  13.919402071397109,
  7.95020209152794,
  11.08642161589029,
  225.5439337421351,
  30.33023064393459,
  93.2690301088626,
  65.34335311113512,
  32.24520196670561,
  8.729997077166349,
  44.17595042533836,
  51.429575087128455,
  14.410820496386938,
  48.482245176437544,
  53.23794122993115,
  49.360763367911495,
  134.46486068315835,
  28.74704638951072,
  7.7155291993186585,
  84.64585357705711,
  30.561904839422716,
  280.9029857035912,
  18.45816626388246,
  99.16466863932206,
  128.88446280296068,
  40.137783183427025,
  12.71807660158848,
  12.14021866791506,
  75.1347261584293,
  93.81764527561381,
  10.465762146058813,
  5.529926999732902,
  5.458005438417687,
  7.155389343088467,
  14.637114531470328,
  26.75157412900132,
  26.089442484812754,
  98.18460454340956,
  66.39315651848291,
  37.90637320343643,
  69.94415435927155,
  120.28276161446786,
  35.263202916067804,
  130.76331985416041,
  19.122363550267725,
  9.983611667605942,
  17.557693100657065,
  57.46858490168096,
  40.52209178898683,
  70.89327670495248,
  43.49303552528211,
  40.824987992002875,
  10.388624236267932,
  14.877741653140042,
  44.59769921458962,
  48.871481955570076,
  6.002832155500404,
  168.642197734543,
  248.21682658634577,
  7.714191645885757,
  42.49798435895637,
  43.55324584755612,
  6.0425058920414685,
  633.5105215694487,
  108.31374306877258,
  51.94761241787265,
  23.6830465380956,
  68.3754828499991,
  506.78355080562307,
  6.4855056142991,
  47.64814730100315,
  66.83447611180429,
  5.489479610721161,
  72.02978524507755,
  66.54576964346222,
  31.9982200572908,
  183.16604994019914,
  21.207482719959124,
  25.749362085612415,
  301.48273349884033,
  111.99129516561851,
  25.137635973816995,
  339.0340276173423,
  152.64398966252736,
  52.0829888142833,
  417.3950704013059,
  55.62230991779829,
  47.37596252590397,
  31.14450982443959,
  14.354207045793403,
  132.18006077949275,
  58.00124219037665,
  60.35809252738057,
  165.49570978372316,
  61.34010347631143,
  25.117414925113057,
  20.653105534518765,
  14.810277032039735,
  245.40893682492666,
  5.075540609435275,
  36.241185960073494,
  8.354708831289031,
  13.162697001826013,
  156.2921447828284,
  138.13259947416742,
  34.99351480769428,
  81.66940534454291,
  15.663747295441052,
  47.49706587080904,
  94.28346185173885,
  277.4844231660082,
  31.655243400588994,
  5.74227688301049,
  28.632666061654263,
  39.3166101468871,
  33.653722897989425,
  36.79461357859101,
  94.9930535905333,
  8.684721238534467,
  46.39221640016172,
  5.036779562039167,
  5.322475036993323,
  72.76377013590758,
  22.439810476591934,
  20.810283801387687,
  19.857114243650315,
  5.214747298411152,
  20.90373522970802,
  8.403214572586332,
  12.5634406962978,
  72.00089640535026,
  34.91071820315759,
  21.819058250794892,
  19.443502125036016,
  45.374004376935304,
  10.732474068313612,
  34.714004101857526,
  31.94070330776757,
  76.7827929825794,
  10.68413446259234,
  70.59382946013268,
  32.08850973259335,
  27.50125839964857,
  40.158809719691455,
  122.14881782863442,
  61.06007979945997,
  9.979000996071932,
  54.73106625798181,
  11.408806462638049,
  7.611028813114226,
  6.606140975348874,
  55.31974815187574,
  47.990212711483295,
  149.41142096373255,
  6.8770544884099705,
  18.66691569668498,
  53.025801735034186,
  8.415908893472196,
  24.947218821062407,
  36.38156200073084,
  12.454526440881466,
  26.547793604280557,
  7.127167610288272,
  23.05125250576095,
  135.50916547838975,
  13.418970484340944,
  18.31077697492309,
  5.388519649119467,
  14.333534682357161,
  26.33848035820092,
  46.34684091747313,
  7.277278039103535,
  10.957102056596156,
  13.02279738935823,
  35.62906830952349,
  12.259773938381047,
  16.532019915043772,
  38.59966768715776,
  10.571125975231846,
  14.537300470515943,
  20.518629564973004,
  11.132225857182613,
  29.340942707333852,
  35.113549955953836,
  5.200680317706785,
  21.483493034183958,
  44.989754770121685,
  34.14184347083344,
  19.914941701435225,
  95.79771742825687,
  107.15952201482408,
  64.56677713106544,
  23.57428362046514,
  17.45632616424524,
  60.03751515408375,
  57.76048151892799,
  89.0416351444171,
  21.55307772363939,
  100.87833302236959,
  13.853061705614854,
  37.00538310317286,
  71.76378130544504,
  41.74776401887907,
  79.03373267120077,
  14.222865486277671,
  62.69180342301134,
  10.961275496662928,
  15.686810450642362,
  24.100352302297225,
  142.18484566645512,
  57.620604418722856,
  5.5750007645021675,
  49.25337451461797,
  37.02866301362888,
  33.48650135242619,
  10.458252047940581,
  27.146845303771528,
  22.206771873110196,
  17.87550663400347,
  7.055102811931341,
  13.217035377194595,
  56.173559358576846,
  122.52376186670836,
  89.22113105984327,
  85.39265881856468,
  23.737347236464974,
  56.224944783084396,
  33.78885332782586,
  81.23195688392232,
  7.773720289871235,
  5.721015635400855,
  40.00887080417875,
  106.58361928018415,
  28.280116186867488,
  29.018907104497664,
  25.163665707606533,
  35.842282078900084,
  43.80882803139206,
  18.202193377854904,
  73.37091533666432,
  28.82626073108725,
  53.44968396262447,
  12.73036046443342,
  7.114961742576247,
  28.497471609807928,
  8.79847745403399,
  93.32595146306346,
  36.0516215621536,
  250.95748461196143,
  31.29278743159556,
  42.31910064941536,
  254.24943423937563,
  103.0225148426627,
  14.642295852199883,
  38.50694740092332,
  16.430444284885127,
  43.47786619220091,
  69.51655199874068,
  6.253375529723034,
  49.24484762752756,
  24.72185797740485,
  29.29917392512333,
  492.10592536993437,
  29.533231504604302,
  40.626157680531506,
  69.85278803961671,
  218.91665825003903,
  48.26485110491034,
  23.04516451706307,
  41.88534631896646,
  26.443147378853574,
  115.71356555021572,
  36.75150351360233,
  15.976113280634234,
  7.187106246803661,
  11.713736483235373,
  26.629372028478997,
  13.611720540853028,
  84.32127464335775,
  164.35562293795135,
  14.655143536511897,
  5.0384929976726704,
  13.48054295613155,
  35.49511936170176,
  17.797934843684715,
  79.470949408181,
  113.17146383713978,
  31.056288782981053,
  5.714368756825216,
  26.473961808309447,
  107.05041727330237,
  159.93054188602142,
  25.88354136074084,
  89.33097824493021,
  60.77926004735163,
  41.919077048985535,
  13.908795521389937,
  16.01591804351952,
  101.64300262312125,
  25.17538922292226,
  7.189110413792872,
  47.56355047289519,
  56.79542986877813,
  10.707809815288062,
  9.939337071042768,
  19.01613652793001,
  99.05696082930459,
  136.0923343947669,
  10.589803580236959,
  78.79489012419603,
  61.597442259305424,
  45.122001918228975,
  140.00910865600815,
  13.709952180737645,
  12.978807130524102,
  36.46111128334156,
  65.37730835799039,
  38.051566371769574,
  17.640794067506576,
  59.019469165033314,
  87.69370066598694,
  48.487249483726266,
  127.59620376047835,
  44.64782873539363,
  10.02956369382321,
  23.905607778640835,
  46.68208734806305,
  5.917789362139969,
  12.628158090334471,
  30.93235325241063,
  16.535605911156722,
  13.445662371617063,
  26.689182799945737,
  22.427403872325755,
  11.301545793080546,
  121.82497732293074,
  46.20248962509879,
  101.0393148959528,
  21.178802268398822,
  9.056098376107084,
  9.93119525848321,
  25.40496861149581,
  94.8347663644088,
  7.320779087276525,
  5.2417585716788455,
  14.747475698788158,
  30.551015636620505,
  27.480975553991307,
  64.01718714624727,
  78.02653561086564,
  25.46650628976438,
  32.44865219334053,
  23.35082849187514,
  75.06874288900238,
  31.71994484773188,
  10.690717911225084,
  69.23858198386993,
  93.97906201675167,
  32.69899519065673,
  14.925593721659238,
  17.243548096152384,
  61.797359067655236,
  17.12737836542721,
  18.200953818003327,
  22.928660173116025,
  5.81071826595702,
  35.70224563615055,
  5.082258854490504,
  104.33623934594141,
  6.477622372435697,
  126.11276704356985,
  14.234428839456928,
  74.45108128654117,
  51.079939324179996,
  40.57308855580386,
  12.835800267423998,
  12.018657854111177,
  24.92030346496982,
  36.354926521665675,
  63.727911365410364,
  110.6189198929555,
  49.13364846326256,
  66.05386474174418,
  56.18700256413425,
  10.372857860742206,
  45.17253722764348,
  18.90700420694647,
  18.036908611619424,
  44.12555856687168,
  21.888758200370713,
  81.21450145249621,
  7.824762223043974,
  15.659751690833671,
  26.065451774906766,
  6.019369676325977,
  7.77674272718592,
  104.02583585338357,
  114.9772075895167,
  8.76741891347917,
  20.51445215838368,
  5.440264980943547,
  18.715777105235954,
  12.389822703330392,
  79.92402023429169,
  18.794818022982028,
  232.06594648630184,
  79.17544036585659,
  80.37792343909129,
  90.39206946035863,
  87.79410924362276,
  58.05036491980744,
  8.658806583519429,
  81.32261041429062,
  30.839848602762885,
  151.08768043714343,
  6.2428096326643905,
  23.109238074497483,
  58.20849047569569,
  14.694483375464916,
  86.56519797185618,
  128.36371443279597,
  70.58689035261217,
  19.95398577285959,
  13.206613592290571,
  162.23141950375185,
  54.5956308747495,
  11.64380344693743,
  16.010395093035907,
  68.21022644506927,
  43.063234889116295,
  89.88857090093046,
  80.13494586362613,
  47.51917885440753,
  87.96907334235046,
  47.59781136193639,
  176.8409970271213,
  22.29880903033557,
  77.06509602575483,
  35.80339292970494,
  126.45712898276767,
  15.624246854664415,
  100.38149943341949,
  24.59246012739379,
  17.340127277230632,
  54.0231912835263,
  25.212192453614264,
  14.86009722626044,
  14.097595328577842,
  17.495074547604727,
  13.700869327492555,
  5.420471099231814,
  15.659813870730904,
  9.745201461205498,
  9.63431724986222,
  52.803220055989414,
  67.33266383394896,
  78.44238109375772,
  62.25243173307572,
  62.96270217958155,
  19.21244926097315,
  47.07118897724093,
  22.575678433445756,
  21.81726284171568,
  17.975349793089293,
  30.861732738769515,
  45.170982813002354,
  78.74015746765609,
  173.3791019184801,
  111.84134840822816,
  12.675713971316904,
  24.84105781941122,
  18.426900094244708,
  27.134955830132867,
  9.361314662958533,
  67.079708487222,
  14.831585458861317,
  67.95494813607134,
  16.38258390851126,
  5.646616861710063,
  82.97233382597963,
  84.79691181459476,
  49.001153041529946,
  57.78498538491197,
  21.200486005247992,
  115.9120160933818,
  21.629777409457137,
  25.097990087108148,
  16.516856324637928,
  8.0995578430677,
  23.296766784602614,
  47.01859841931609,
  18.148461570556027,
  10.463486991851536,
  6.44957713482166,
  12.564596232347611,
  6.801545200440355,
  25.672586058726985,
  13.04934318524857,
  12.362794163773101,
  78.4096009962764,
  39.53775598756985,
  25.055136219084158,
  21.520392357804404,
  16.167655473558646,
  25.993205698407643,
  8.007356847933757,
  29.008176029550164,
  168.83614493903298,
  5.128910787250187,
  53.6853300133458,
  35.94641071325431,
  16.80766281157626,
  22.16494916937122,
  18.466403937091332,
  8.320149613197783,
  33.41068778223511,
  29.33126738377226,
  63.02825916487449,
  8.976996255017115,
  42.36200253075136,
  56.168803092975274,
  6.046652550382664,
  10.004725279489993,
  8.943455720918484,
  23.060689332776818,
  5.916600667085012,
  35.42847116858906,
  56.97967743913258,
  19.82070617846575,
  5.584830494474963,
  5.146095454027934,
  25.54020099625987,
  18.726245120949642,
  14.383027824346762,
  36.568750654265074,
  21.666675790587497,
  33.31021830283471,
  5.3132945167721415,
  64.31556662904697,
  19.63598871405905,
  24.709797532764377,
  38.46205935863001,
  7.104394950910346,
  5.206729765423469,
  97.63962073086498,
  21.700325191413764,
  74.30869946689599,
  66.43191110341444,
  9.748510912118928,
  47.51219547980873,
  29.311100129517243,
  16.157290217741927,
  35.24212632265202,
  8.763164892019127,
  21.936145880345,
  171.3374604294791,
  91.6994084190115,
  ...])

Energy spectrum

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

([6902918.75,
  6909715.625,
  6912206.25,
  6912207.8125,
  6914115.625,
  6917790.625,
  7004392.1875,
  7170934.375,
  7224085.9375,
  7290089.0625,
  7293403.125,
  7296734.375,
  7311623.4375,
  7312542.1875,
  7343084.375,
  7349360.9375,
  7352178.125,
  7352629.6875,
  7372559.375,
  7421653.125,
  7424810.9375,
  7430593.75,
  7431837.5,
  7440542.1875,
  7442453.125,
  7461634.375,
  7499670.3125,
  7520576.5625,
  7527353.125,
  7527359.375,
  7538478.125,
  7539001.5625,
  7539326.5625,
  7539678.125,
  7540071.875,
  7540504.6875,
  7541468.75,
  7542348.4375,
  7543254.6875,
  7545089.0625,
  7546770.3125,
  7557250.0,
  7580128.125,
  7604970.3125,
  7606329.6875,
  7609079.6875,
  7609342.1875,
  7637692.1875,
  7651517.1875,
  7661551.5625,
  7662959.375,
  7664593.75,
  7687610.9375,
  7688387.5,
  7694384.375,
  7696787.5,
  7711351.5625,
  7717529.6875,
  7719618.75,
  7738771.875,
  7751639.0625,
  7755800.0,
  7758743.75,
  7781510.9375,
  7787203.125,
  7803364.0625,
  7808146.875,
  7812298.4375,
  7813107.8125,
  7821390.625,
  7837903.125,
  7837904.6875,
  7839500.0,
  7839521.875,
  7840865.625,
  7845603.125,
  7845628.125,
  7845729.6875,
  7846787.5,
  7847051.5625,
  7848279.6875,
  7848814.0625,
  7848985.9375,
  7849050.0,
  7849589.0625,
  7851467.1875,
  7851912.5,
  7852415.625,
  7854876.5625,
  7863221.875,
  7877006.25,
  7879289.0625,
  7886881.25,
  7886987.5,
  7894318.75,
  7896615.625,
  7898317.1875,
  7898450.0,
  7898514.0625,
  7898656.25,
  7900757.8125,
  7905650.0,
  7910551.5625,
  7913910.9375,
  7914662.5,
  7916421.875,
  7920795.3125,
  7920928.125,
  7924396.875,
  7927567.1875,
  7927717.1875,
  7938606.25,
  7949081.25,
  7949179.6875,
  7956556.25,
  7956900.0,
  7956925.0,
  7957848.4375,
  7957910.9375,
  7958173.4375,
  7958468.75,
  7964178.125,
  7964635.9375,
  7965640.625,
  7968000.0,
  7997700.0,
  8010776.5625,
  8024601.5625,
  8025718.75,
  8032757.8125,
  8034970.3125,
  8036346.875,
  8036409.375,
  8038037.5,
  8038967.1875,
  8039779.6875,
  8044648.4375,
  8069181.25,
  8069332.8125,
  8069503.125,
  8070539.0625,
  8070576.5625,
  8070592.1875,
  8071271.875,
  8071307.8125,
  8071337.5,
  8072878.125,
  8072909.375,
  8072910.9375,
  8072912.5,
  8073343.75,
  8074385.9375,
  8100023.4375,
  8110992.1875,
  8111620.3125,
  8114532.8125,
  8130131.25,
  8150012.5,
  8151387.5,
  8156937.5,
  8157426.5625,
  8167234.375,
  8181517.1875,
  8186064.0625,
  8186078.125,
  8188432.8125,
  8189395.3125,
  8209709.375,
  8219268.75,
  8232932.8125,
  8246493.75,
  8278375.0,
  8284718.75,
  8323670.3125,
  8323721.875,
  8327221.875,
  8332731.25,
  8344467.1875,
  8346965.625,
  8364090.625,
  8441489.0625,
  8894150.0,
  9140268.75,
  9301676.5625,
  9303139.0625,
  9322679.6875,
  9332126.5625,
  9357596.875,
  9358357.8125,
  9358703.125,
  9367473.4375,
  9397115.625,
  9404396.875,
  9421420.3125,
  9424370.3125,
  9426018.75,
  9427134.375,
  9427710.9375,
  9428303.125,
  9428464.0625,
  9432540.625,
  9433070.3125,
  9433126.5625,
  9433745.3125,
  9435079.6875,
  9445392.1875,
  9495407.8125,
  9499620.3125,
  9501520.3125,
  9502807.8125,
  9517656.25,
  9523554.6875,
  9529584.375,
  9530992.1875,
  9531532.8125,
  9533031.25,
  9533439.0625,
  9533440.625,
  9533670.3125,
  9534732.8125,
  9538095.3125,
  9545778.125,
  9575696.875,
  9585612.5,
  9586921.875,
  9587082.8125,
  9589001.5625,
  9599745.3125,
  9606923.4375,
  9609259.375,
  9611473.4375,
  9647100.0,
  9647264.0625,
  9651440.625,
  9653453.125,
  9654464.0625,
  9655862.5,
  9657048.4375,
  9658023.4375,
  9658773.4375,
  9658975.0,
  9661290.625,
  9662904.6875,
  9664890.625,
  9664912.5,
  9667662.5,
  9674259.375,
  9674601.5625,
  9674925.0,
  9674940.625,
  9675039.0625,
  9675132.8125,
  9675367.1875,
  9675835.9375,
  9675846.875,
  9676035.9375,
  9676090.625,
  9676132.8125,
  9676142.1875,
  9676212.5,
  9676500.0,
  9676592.1875,
  9676670.3125,
  9676765.625,
  9676823.4375,
  9676903.125,
  9677050.0,
  9677096.875,
  9677457.8125,
  9677985.9375,
  9678084.375,
  9678323.4375,
  9678596.875,
  9678951.5625,
  9678964.0625,
  9681093.75,
  9686148.4375,
  9689342.1875,
  9689382.8125,
  9689473.4375,
  9689560.9375,
  9697260.9375,
  9699965.625,
  9701521.875,
  9703475.0,
  9707075.0,
  9707725.0,
  9710323.4375,
  9710967.1875,
  9712948.4375,
  9713285.9375,
  9715709.375,
  9716359.375,
  9716481.25,
  9717195.3125,
  9717689.0625,
  9718401.5625,
  9718585.9375,
  9718762.5,
  9718914.0625,
  9719223.4375,
  9719517.1875,
  9719829.6875,
  9720865.625,
  9722371.875,
  9722653.125,
  9723104.6875,
  9723979.6875,
  9724525.0,
  9725287.5,
  9725487.5,
  9725509.375,
  9726290.625,
  9726315.625,
  9728390.625,
  9741004.6875,
  9741243.75,
  9744214.0625,
  9746850.0,
  9747509.375,
  9751242.1875,
  9753515.625,
  9765615.625,
  9765990.625,
  9767120.3125,
  9769050.0,
  9772707.8125,
  9773132.8125,
  9773517.1875,
  9774679.6875,
  9775420.3125,
  9775451.5625,
  9775732.8125,
  9776612.5,
  9777359.375,
  9777443.75,
  9783642.1875,
  9784607.8125,
  9784642.1875,
  9789939.0625,
  9790273.4375,
  9800150.0,
  9803037.5,
  9803896.875,
  9804937.5,
  9805034.375,
  9805487.5,
  9806354.6875,
  9807407.8125,
  9807706.25,
  9808065.625,
  9811918.75,
  9811931.25,
  9813565.625,
  9814356.25,
  9814614.0625,
  9815334.375,
  9816042.1875,
  9823931.25,
  9830167.1875,
  9831237.5,
  9832092.1875,
  9834667.1875,
  9837717.1875,
  9839059.375,
  9840525.0,
  9849340.625,
  9854196.875,
  9855301.5625,
  9856428.125,
  9862396.875,
  9862520.3125,
  9865262.5,
  9865337.5,
  9867817.1875,
  9867818.75,
  9868289.0625,
  9868475.0,
  9868489.0625,
  9868954.6875,
  9870714.0625,
  9870717.1875,
  9897940.625,
  9901246.875,
  9902550.0,
  9902556.25,
  9902885.9375,
  9905415.625,
  9905439.0625,
  9905459.375,
  9906793.75,
  9907200.0,
  9907767.1875,
  9908992.1875,
  9910806.25,
  9911553.125,
  9913545.3125,
  9913760.9375,
  9915995.3125,
  9929389.0625,
  9930964.0625,
  9931734.375,
  9932623.4375,
  9934709.375,
  9935185.9375,
  9935284.375,
  9935298.4375,
  9935450.0,
  9935503.125,
  9935832.8125,
  9936390.625,
  9936631.25,
  9936732.8125,
  9936820.3125,
  9937012.5,
  9937031.25,
  9937032.8125,
  9937087.5,
  9937359.375,
  9937390.625,
  9939050.0,
  9940065.625,
  9941039.0625,
  9951089.0625,
  9958912.5,
  9959204.6875,
  9959484.375,
  9964767.1875,
  9968284.375,
  9969220.3125,
  9970757.8125,
  9988207.8125,
  9991906.25,
  9992873.4375,
  9993289.0625,
  9994446.875,
  9994585.9375,
  9996550.0,
  9997957.8125,
  9998182.8125,
  10001298.4375,
  10001429.6875,
  10001846.875,
  10001882.8125,
  10019714.0625,
  10021748.4375,
  10021953.125,
  10022768.75,
  10023651.5625,
  10025195.3125,
  10025392.1875,
  10031106.25,
  10033293.75,
  10033450.0,
  10034368.75,
  10035573.4375,
  10036079.6875,
  10036100.0,
  10037435.9375,
  10037685.9375,
  10049854.6875,
  10051200.0,
  10051915.625,
  10052762.5,
  10053467.1875,
  10053495.3125,
  10054234.375,
  10055251.5625,
  10055281.25,
  10055398.4375,
  10055696.875,
  10055787.5,
  10055815.625,
  10055823.4375,
  10055862.5,
  10056721.875,
  10057146.875,
  10057429.6875,
  10058473.4375,
  10061115.625,
  10062542.1875,
  10078650.0,
  10088810.9375,
  10091176.5625,
  10094212.5,
  10099703.125,
  10099970.3125,
  10100653.125,
  10101907.8125,
  10104878.125,
  10106868.75,
  10108196.875,
  10108226.5625,
  10108571.875,
  10110103.125,
  10110214.0625,
  10113673.4375,
  10114920.3125,
  10114959.375,
  10114984.375,
  10118004.6875,
  10120926.5625,
  10123864.0625,
  10137589.0625,
  10137671.875,
  10138576.5625,
  10138653.125,
  10139396.875,
  10140096.875,
  10140401.5625,
  10140846.875,
  10140893.75,
  10140964.0625,
  10142264.0625,
  10142742.1875,
  10144439.0625,
  10144900.0,
  10147612.5,
  10152915.625,
  10169054.6875,
  10170546.875,
  10177365.625,
  10178540.625,
  10197760.9375,
  10203996.875,
  10220540.625,
  10221442.1875,
  10223512.5,
  10225159.375,
  10225476.5625,
  10241250.0,
  10242398.4375,
  10249020.3125,
  10252310.9375,
  10305884.375,
  10328364.0625,
  10333401.5625,
  10340093.75,
  10347418.75,
  10354162.5,
  10355381.25,
  10356462.5,
  10356526.5625,
  10360523.4375,
  10361676.5625,
  10363507.8125,
  10368376.5625,
  10368857.8125,
  10373229.6875,
  10375673.4375,
  10404767.1875,
  10433282.8125,
  10547207.8125,
  10603021.875,
  10684331.25,
  10716150.0,
  10726001.5625,
  10855737.5,
  10964279.6875,
  10975625.0,
  10975773.4375,
  10984407.8125,
  11027703.125,
  11027757.8125,
  11028737.5,
  11031251.5625,
  11031796.875,
  11099835.9375,
  11102009.375,
  11103276.5625,
  11111100.0,
  11117717.1875,
  11119565.625,
  11125400.0,
  11134806.25,
  11154370.3125,
  11159350.0,
  11186882.8125,
  11235468.75,
  11244540.625,
  11278095.3125,
  11287628.125,
  11287840.625,
  11288342.1875,
  11293682.8125,
  11310920.3125,
  11343432.8125,
  11343535.9375,
  11343560.9375,
  11343621.875,
  11360482.8125,
  11502212.5,
  11589387.5,
  11618964.0625,
  11628150.0,
  11633468.75,
  11634173.4375,
  11639404.6875,
  11652451.5625,
  11655071.875,
  11656710.9375,
  11657170.3125,
  11659806.25,
  11663134.375,
  11663226.5625,
  11663282.8125,
  11665753.125,
  11667528.125,
  11671028.125,
  11672046.875,
  11677457.8125,
  11679057.8125,
  11681343.75,
  11684003.125,
  11684437.5,
  11685582.8125,
  11697020.3125,
  11698354.6875,
  11704814.0625,
  11710432.8125,
  11718081.25,
  11723171.875,
  11724345.3125,
  11724596.875,
  11724667.1875,
  11724798.4375,
  11724945.3125,
  11725731.25,
  11725745.3125,
  11726159.375,
  11726257.8125,
  11726567.1875,
  11727070.3125,
  11727854.6875,
  11727884.375,
  11727982.8125,
  11728110.9375,
  11728181.25,
  11728281.25,
  11728564.0625,
  11728662.5,
  11729089.0625,
  11729528.125,
  11730021.875,
  11730532.8125,
  11732651.5625,
  11733762.5,
  11733851.5625,
  11733868.75,
  11734209.375,
  11734475.0,
  11734537.5,
  11734554.6875,
  11734707.8125,
  11734787.5,
  11734832.8125,
  11734892.1875,
  11735276.5625,
  11735418.75,
  11735835.9375,
  11735917.1875,
  11735928.125,
  11736006.25,
  11736318.75,
  11737096.875,
  11737451.5625,
  11737692.1875,
  11738154.6875,
  11738379.6875,
  11738631.25,
  11738829.6875,
  11739310.9375,
  11739714.0625,
  11740150.0,
  11740228.125,
  11741578.125,
  11742720.3125,
  11742842.1875,
  11764376.5625,
  11770101.5625,
  11770351.5625,
  11770832.8125,
  11771759.375,
  11772359.375,
  11773573.4375,
  11808439.0625,
  11810487.5,
  11818010.9375,
  11818592.1875,
  11831087.5,
  11865412.5,
  11940534.375,
  12000357.8125,
  12000639.0625,
  12000681.25,
  12001006.25,
  12001096.875,
  12001393.75,
  12001492.1875,
  12001660.9375,
  12001821.875,
  12002040.625,
  12047870.3125,
  12065382.8125,
  12066225.0,
  12067696.875,
  12067735.9375,
  12069665.625,
  12073771.875,
  12076526.5625,
  12090314.0625,
  12091318.75,
  12100437.5,
  12101653.125,
  12103306.25,
  12105845.3125,
  12127045.3125,
  12151110.9375,
  12163014.0625,
  12168251.5625,
  12168279.6875,
  12189306.25,
  12211312.5,
  12218968.75,
  12219075.0,
  12223737.5,
  12237300.0,
  12268768.75,
  12296412.5,
  12304025.0,
  12313068.75,
  12313603.125,
  12318410.9375,
  12323184.375,
  12323795.3125,
  12323896.875,
  12323998.4375,
  12324121.875,
  12324545.3125,
  12325548.4375,
  12325659.375,
  12325857.8125,
  12329585.9375,
  12332025.0,
  12333773.4375,
  12339067.1875,
  12345335.9375,
  12349181.25,
  12349859.375,
  12351096.875,
  12351171.875,
  12351645.3125,
  12352735.9375,
  12356421.875,
  12370529.6875,
  12373909.375,
  12376051.5625,
  12376514.0625,
  12378307.8125,
  12385721.875,
  12386156.25,
  12402192.1875,
  12407750.0,
  12411387.5,
  12428873.4375,
  12444440.625,
  12445332.8125,
  12446146.875,
  12447162.5,
  12448614.0625,
  12450420.3125,
  12452457.8125,
  12454950.0,
  12455431.25,
  12455432.8125,
  12455457.8125,
  12463268.75,
  12476071.875,
  12487084.375,
  12487526.5625,
  12487739.0625,
  12488029.6875,
  12489439.0625,
  12489578.125,
  12489603.125,
  12489656.25,
  12489942.1875,
  12490021.875,
  12490395.3125,
  12490637.5,
  12492043.75,
  12492278.125,
  12492790.625,
  12495848.4375,
  12496332.8125,
  12499301.5625,
  12499420.3125,
  12499454.6875,
  12499471.875,
  12499823.4375,
  12499834.375,
  12499942.1875,
  12499948.4375,
  12500187.5,
  12502690.625,
  12502934.375,
  12503246.875,
  12503271.875,
  12507965.625,
  12508639.0625,
  12508696.875,
  12510710.9375,
  12511364.0625,
  12516400.0,
  12517093.75,
  12518464.0625,
  12521618.75,
  12525675.0,
  12540407.8125,
  12540431.25,
  12544403.125,
  12546476.5625,
  12552295.3125,
  12554382.8125,
  12555067.1875,
  12556189.0625,
  12559654.6875,
  12560560.9375,
  12565773.4375,
  12568598.4375,
  12569857.8125,
  12570809.375,
  12571157.8125,
  12571725.0,
  12572132.8125,
  12572210.9375,
  12572460.9375,
  12574035.9375,
  12574275.0,
  12575376.5625,
  12575898.4375,
  12577839.0625,
  12578614.0625,
  12578998.4375,
  12579335.9375,
  12579493.75,
  12579985.9375,
  12580462.5,
  12580515.625,
  12580640.625,
  12580728.125,
  12580856.25,
  12580857.8125,
  12580935.9375,
  12580979.6875,
  12580998.4375,
  12581015.625,
  12581468.75,
  12581471.875,
  12582028.125,
  12582082.8125,
  12582132.8125,
  12582150.0,
  12582300.0,
  12582370.3125,
  12582671.875,
  12582704.6875,
  12582923.4375,
  12582926.5625,
  12582968.75,
  12583020.3125,
  12583120.3125,
  12583242.1875,
  12583304.6875,
  12583315.625,
  12583531.25,
  12583531.25,
  12583675.0,
  12583764.0625,
  12584096.875,
  12584179.6875,
  12584637.5,
  12584770.3125,
  12584907.8125,
  12585042.1875,
  12585228.125,
  12585240.625,
  12585262.5,
  12585856.25,
  12585895.3125,
  12586128.125,
  12586598.4375,
  12587065.625,
  12587646.875,
  12588523.4375,
  12594462.5,
  12599312.5,
  12599348.4375,
  12599492.1875,
  12601359.375,
  12602251.5625,
  12618334.375,
  12640385.9375,
  12645157.8125,
  12647050.0,
  12648307.8125,
  12648332.8125,
  12656260.9375,
  12656701.5625,
  12656707.8125,
  12658850.0,
  12662996.875,
  12673589.0625,
  12699262.5,
  12699292.1875,
  12717104.6875,
  12717109.375,
  12761210.9375,
  12775700.0,
  12776560.9375,
  12777085.9375,
  12777281.25,
  12777565.625,
  12778878.125,
  12780887.5,
  12789684.375,
  12789910.9375,
  12792118.75,
  12803557.8125,
  12811504.6875,
  12814235.9375,
  12815812.5,
  12831398.4375,
  12833093.75,
  12833096.875,
  12834446.875,
  12846218.75,
  12849651.5625,
  12852215.625,
  12874546.875,
  12877100.0,
  12882153.125,
  12882178.125,
  12885570.3125,
  12885612.5,
  12887390.625,
  12888595.3125,
  12895262.5,
  13090260.9375,
  13226196.875,
  13234003.125,
  13234064.0625,
  13234584.375,
  13243567.1875,
  13247351.5625,
  13249932.8125,
  13250645.3125,
  13253270.3125,
  13263775.0,
  13266298.4375,
  13268157.8125,
  13268356.25,
  13268381.25,
  13268885.9375,
  13269090.625,
  13269473.4375,
  13269621.875,
  13269820.3125,
  13275256.25,
  13275820.3125,
  13277415.625,
  13278425.0,
  13279568.75,
  13279870.3125,
  13280968.75,
  13283850.0,
  13284303.125,
  13284456.25,
  13284654.6875,
  13286189.0625,
  13287864.0625,
  13288428.125,
  13288700.0,
  13288815.625,
  13289398.4375,
  13289417.1875,
  13290973.4375,
  13293220.3125,
  13293357.8125,
  13293792.1875,
  13297343.75,
  13298296.875,
  13298325.0,
  13307065.625,
  13307093.75,
  13318320.3125,
  13323417.1875,
  13431165.625,
  13433443.75,
  13443895.3125,
  ...],
 [6.630262169222463,
  14.05250812906242,
  13.068930837380051,
  98.13562043469796,
  67.78149772210512,
  18.9148599206519,
  39.737487943660476,
  12.07832678002508,
  57.43737882617703,
  80.72734642480857,
  19.563106182746292,
  12.066968488301642,
  12.530930744805142,
  5.395181933492707,
  91.61806631857321,
  19.047107479331807,
  55.46963031138328,
  60.33716346323712,
  21.970861389715676,
  49.27765138430283,
  86.0821195430907,
  8.9772496100498,
  18.548231467163212,
  36.64138869678274,
  9.904148483717098,
  106.58189705917067,
  23.791527314672223,
  23.752430996914846,
  47.13930153212678,
  7.79678730942138,
  126.37985233455308,
  45.47626337850747,
  15.150140847665336,
  12.382227925835647,
  10.043138920224353,
  8.462506167341434,
  48.030484672667185,
  46.924613114124526,
  47.660257401263664,
  60.99789491905169,
  13.823172110739323,
  8.57761027624625,
  9.798023557080837,
  42.67101041361012,
  13.39532811267992,
  6.348264470830809,
  11.81381283418188,
  37.262663973091996,
  71.71614332560378,
  18.000911804000168,
  171.1243752500389,
  13.270055435414893,
  51.775323056227485,
  101.30195518380711,
  13.807943862844734,
  7.9647713569219425,
  94.09897008635997,
  91.92639663503404,
  39.82643208355843,
  34.860351366859824,
  26.684492694841026,
  184.53134596844694,
  9.303422833263447,
  84.83196960062718,
  25.07995918361001,
  6.662140140379241,
  19.297315648949674,
  26.912368668281584,
  56.705935601214975,
  15.039461374449067,
  13.95006092168227,
  29.954320893452756,
  8.43329555215327,
  49.41540118765926,
  39.45706626702982,
  11.870462719221715,
  11.3625414808836,
  30.741868787557305,
  20.992215492349715,
  23.066770732705983,
  43.401072084982374,
  14.963387364429332,
  38.73885169421405,
  65.03331864753483,
  18.47304728573829,
  28.49276792145655,
  7.41171690857583,
  30.834723034292185,
  46.16946049261593,
  122.72982881798391,
  70.95878634199971,
  15.957332200912473,
  46.028528470431084,
  120.34213032450457,
  71.95737188733187,
  24.04446739289409,
  50.424274261514356,
  6.6840476944816665,
  5.204805204627137,
  8.474575508167463,
  105.91122465079579,
  64.06348672237449,
  139.94959247241204,
  22.652129521499695,
  84.83599684491928,
  45.21445570596228,
  55.5339224284848,
  44.990987907518104,
  100.73156979094128,
  5.882883404424084,
  53.17182344273736,
  42.39825092684925,
  15.770276768189046,
  8.073691645205862,
  86.94654882839409,
  22.38329404292382,
  83.9830140525409,
  33.90076932984734,
  19.723574371987315,
  77.93231785577699,
  19.80976656215118,
  5.336296395017784,
  10.121429440992234,
  83.00786172982195,
  6.6810445129595974,
  6.358741587892436,
  19.350150254235285,
  90.03675148514196,
  22.3254154298509,
  32.86338193975796,
  53.42843096450211,
  109.66054793375615,
  117.29361963310896,
  30.343000998907183,
  106.47682017026568,
  35.22176476310955,
  27.36286445546141,
  62.6811471319764,
  22.947016832193217,
  20.177589677330015,
  60.878339367627404,
  93.46694726339416,
  27.68527239851261,
  46.14200253747499,
  17.414574117238065,
  62.16039793125793,
  175.1824616630004,
  173.21187628340275,
  300.2050441474238,
  54.22042242896573,
  30.613077416875097,
  23.504670251036714,
  146.62622103422393,
  27.506277475206872,
  15.035340724417447,
  29.875233153702876,
  98.60086718476659,
  104.27373128550988,
  30.936055513034834,
  61.48723022272469,
  27.32541080395693,
  9.003086553137623,
  5.969336386543579,
  25.837012177346597,
  75.09759991448259,
  15.309765467407669,
  14.363687704356236,
  8.017460738623921,
  29.557777522951163,
  9.32237380626679,
  17.261866239385462,
  26.308743702901356,
  33.59920640933363,
  73.69834999592834,
  5.205889424255645,
  159.1304054071737,
  21.50361226397211,
  21.45545059915912,
  63.54550176631564,
  70.16919583262984,
  9.863328298388616,
  16.724078238869296,
  20.05373291461162,
  8.836058813596749,
  63.25664406164743,
  40.25891148646265,
  196.64372784032324,
  168.0195965372815,
  64.50065900673631,
  17.293217761831517,
  21.160896909830427,
  6.693491498171685,
  98.02195661397545,
  52.50663715596935,
  82.93603824948357,
  72.45036944567383,
  27.60928857253888,
  94.12048488793721,
  32.56536421857012,
  55.92252714394874,
  137.22785433691357,
  5.619157128447458,
  30.6659300888159,
  88.49515145689888,
  36.51744691867298,
  29.626958487521716,
  21.04645560704403,
  92.2956472853889,
  131.50215632722498,
  18.927369199891,
  46.68590413338788,
  7.5001675899516655,
  90.84373726294288,
  34.81678831839879,
  14.399306809589747,
  10.653461122719673,
  150.60583223130357,
  10.25787557229169,
  9.322709190372025,
  13.89534981151892,
  82.88312364112336,
  13.445178953269663,
  75.37906231439803,
  13.544067682213115,
  40.32596065066332,
  45.24020018267075,
  54.67771822170764,
  48.082522362794535,
  20.587146848001446,
  26.59786169589453,
  31.72995541463033,
  10.307941413817385,
  15.756248350610754,
  54.71584479221103,
  54.65241831723474,
  34.94080768839758,
  50.17200553455888,
  8.557051825861038,
  23.241716789691385,
  19.517716143579296,
  59.95379142742135,
  15.952365416167732,
  27.563273838435997,
  99.53835509569643,
  51.17775330816809,
  44.9322337841914,
  26.603958839191524,
  14.972825583255393,
  10.108346553609895,
  39.06457762648111,
  59.68920059159763,
  26.472213697462642,
  22.241622026511543,
  7.322642285096082,
  10.92032586773259,
  46.17804292827822,
  90.04149779792317,
  15.500757468811056,
  70.28411354371424,
  71.53003606574497,
  7.954884247112457,
  28.295425276713896,
  9.634823091172226,
  35.060323534616074,
  33.10669321616842,
  8.025996864052908,
  79.90006483231096,
  40.85263954089895,
  26.632198912523158,
  16.80478015885484,
  5.107737735661899,
  128.67265028841268,
  35.366346981419596,
  85.48636300310507,
  62.41217302295041,
  18.883164600606186,
  74.19170236060859,
  21.168401520765663,
  28.69548863956973,
  5.163743966568347,
  7.900521059564017,
  6.7720136469951795,
  47.73030358639317,
  63.91141825592061,
  79.53635594544852,
  79.14601789320632,
  247.0312292461305,
  18.633045933762393,
  148.221990016689,
  13.893954592327432,
  5.396763280553345,
  11.762907286022864,
  11.490885663584127,
  55.33717390977071,
  9.208775487085392,
  22.473765051550277,
  217.13158921890678,
  14.380302119357037,
  6.762225631311463,
  20.084741020687932,
  70.67611687495227,
  46.91042873456155,
  8.35204470402033,
  12.186723788885267,
  38.40747441664951,
  71.3936495529569,
  81.99113576990592,
  33.973035951316135,
  13.463712154118582,
  12.871734410770872,
  66.65280297907074,
  269.5467671778814,
  37.809497321203,
  75.15513051144765,
  39.5294361142949,
  190.8942984539332,
  8.541814701913035,
  38.04835179886321,
  8.058428971967833,
  11.066892690440348,
  19.535208423288967,
  39.063162343698984,
  53.22019160959865,
  64.4613207596697,
  6.647380889584801,
  25.230406604812636,
  41.2594304528712,
  24.779121810870752,
  59.708880808121144,
  27.712913457428577,
  5.23707858333217,
  74.84057738748702,
  145.26753532246755,
  8.977216652067508,
  30.890149901479713,
  71.05417569629333,
  73.14392031915848,
  82.31119647909082,
  7.4533632175460145,
  34.97322410978425,
  11.484253350522621,
  15.022631352491405,
  29.162837317722868,
  85.96657303263096,
  9.1196469133563,
  60.64087909050869,
  60.1650515141585,
  56.75017393502778,
  22.46555356993295,
  30.810981773490653,
  15.881110871187772,
  53.29977746800274,
  55.419736777286644,
  54.37522106930642,
  28.02784431242685,
  7.177432749606909,
  55.794762620595705,
  26.071154510240376,
  39.25087358117085,
  9.827454246382139,
  35.67414211527053,
  71.6176189404479,
  9.088511353361644,
  10.04521339760067,
  20.158331117587473,
  5.328722897376757,
  35.232433325336594,
  131.0973020682199,
  75.17559187113328,
  61.97307384155649,
  22.505541489637334,
  5.915549703684106,
  12.094931842854411,
  12.596928599856964,
  8.053865745101172,
  36.563423026805644,
  80.6837870062508,
  26.433317997561375,
  20.613428207777382,
  10.86518556747863,
  49.474317126692696,
  16.88601031503997,
  19.150360798637074,
  63.85491872121605,
  8.718011384909511,
  152.73807215793332,
  184.81029699446162,
  5.594495132469437,
  31.45604846998305,
  26.112734263016105,
  133.73717330214765,
  37.55776805803646,
  23.252855256838853,
  32.037226700544416,
  8.140948778797704,
  8.07560521087576,
  20.204090868380273,
  8.39632311927853,
  62.7671923719819,
  19.054621007710033,
  212.98230562323707,
  101.45155358681093,
  82.60726258700244,
  33.40230642566453,
  124.18131682329393,
  5.078967897854318,
  72.32556700623377,
  10.622023683571468,
  77.80994336610236,
  22.750199172838396,
  5.801797894326124,
  19.670523319062912,
  5.09013127377821,
  91.01341064386854,
  14.171423625962017,
  18.03058329234576,
  38.040656418760854,
  29.9465782622868,
  43.22789073483814,
  30.689704529969625,
  8.129886517657413,
  7.254856477094687,
  5.862500919658194,
  12.076501375344119,
  76.63140194299618,
  64.11407753604655,
  33.42794204442414,
  5.510851555958736,
  21.068424501571474,
  96.79733562967556,
  5.9459246337950855,
  17.30437716228039,
  29.228567568341848,
  8.526458134530941,
  48.251421272897026,
  8.619955489928188,
  23.71500433319384,
  57.116394405545876,
  57.19307279610794,
  36.139199264381695,
  67.38739992167517,
  59.434715938209514,
  71.05741018454849,
  16.577640511854845,
  13.919402071397109,
  7.95020209152794,
  11.08642161589029,
  225.5439337421351,
  30.33023064393459,
  93.2690301088626,
  65.34335311113512,
  32.24520196670561,
  8.729997077166349,
  44.17595042533836,
  51.429575087128455,
  14.410820496386938,
  48.482245176437544,
  53.23794122993115,
  49.360763367911495,
  134.46486068315835,
  28.74704638951072,
  7.7155291993186585,
  84.64585357705711,
  30.561904839422716,
  280.9029857035912,
  18.45816626388246,
  99.16466863932206,
  128.88446280296068,
  40.137783183427025,
  12.71807660158848,
  12.14021866791506,
  75.1347261584293,
  93.81764527561381,
  10.465762146058813,
  5.529926999732902,
  5.458005438417687,
  7.155389343088467,
  14.637114531470328,
  26.75157412900132,
  26.089442484812754,
  98.18460454340956,
  66.39315651848291,
  37.90637320343643,
  69.94415435927155,
  120.28276161446786,
  35.263202916067804,
  130.76331985416041,
  19.122363550267725,
  9.983611667605942,
  17.557693100657065,
  57.46858490168096,
  40.52209178898683,
  70.89327670495248,
  43.49303552528211,
  40.824987992002875,
  10.388624236267932,
  14.877741653140042,
  44.59769921458962,
  48.871481955570076,
  6.002832155500404,
  168.642197734543,
  248.21682658634577,
  7.714191645885757,
  42.49798435895637,
  43.55324584755612,
  6.0425058920414685,
  633.5105215694487,
  108.31374306877258,
  51.94761241787265,
  23.6830465380956,
  68.3754828499991,
  506.78355080562307,
  6.4855056142991,
  47.64814730100315,
  66.83447611180429,
  5.489479610721161,
  72.02978524507755,
  66.54576964346222,
  31.9982200572908,
  183.16604994019914,
  21.207482719959124,
  25.749362085612415,
  301.48273349884033,
  111.99129516561851,
  25.137635973816995,
  339.0340276173423,
  152.64398966252736,
  52.0829888142833,
  417.3950704013059,
  55.62230991779829,
  47.37596252590397,
  31.14450982443959,
  14.354207045793403,
  132.18006077949275,
  58.00124219037665,
  60.35809252738057,
  165.49570978372316,
  61.34010347631143,
  25.117414925113057,
  20.653105534518765,
  14.810277032039735,
  245.40893682492666,
  5.075540609435275,
  36.241185960073494,
  8.354708831289031,
  13.162697001826013,
  156.2921447828284,
  138.13259947416742,
  34.99351480769428,
  81.66940534454291,
  15.663747295441052,
  47.49706587080904,
  94.28346185173885,
  277.4844231660082,
  31.655243400588994,
  5.74227688301049,
  28.632666061654263,
  39.3166101468871,
  33.653722897989425,
  36.79461357859101,
  94.9930535905333,
  8.684721238534467,
  46.39221640016172,
  5.036779562039167,
  5.322475036993323,
  72.76377013590758,
  22.439810476591934,
  20.810283801387687,
  19.857114243650315,
  5.214747298411152,
  20.90373522970802,
  8.403214572586332,
  12.5634406962978,
  72.00089640535026,
  34.91071820315759,
  21.819058250794892,
  19.443502125036016,
  45.374004376935304,
  10.732474068313612,
  34.714004101857526,
  31.94070330776757,
  76.7827929825794,
  10.68413446259234,
  70.59382946013268,
  32.08850973259335,
  27.50125839964857,
  40.158809719691455,
  122.14881782863442,
  61.06007979945997,
  9.979000996071932,
  54.73106625798181,
  11.408806462638049,
  7.611028813114226,
  6.606140975348874,
  55.31974815187574,
  47.990212711483295,
  149.41142096373255,
  6.8770544884099705,
  18.66691569668498,
  53.025801735034186,
  8.415908893472196,
  24.947218821062407,
  36.38156200073084,
  12.454526440881466,
  26.547793604280557,
  7.127167610288272,
  23.05125250576095,
  135.50916547838975,
  13.418970484340944,
  18.31077697492309,
  5.388519649119467,
  14.333534682357161,
  26.33848035820092,
  46.34684091747313,
  7.277278039103535,
  10.957102056596156,
  13.02279738935823,
  35.62906830952349,
  12.259773938381047,
  16.532019915043772,
  38.59966768715776,
  10.571125975231846,
  14.537300470515943,
  20.518629564973004,
  11.132225857182613,
  29.340942707333852,
  35.113549955953836,
  5.200680317706785,
  21.483493034183958,
  44.989754770121685,
  34.14184347083344,
  19.914941701435225,
  95.79771742825687,
  107.15952201482408,
  64.56677713106544,
  23.57428362046514,
  17.45632616424524,
  60.03751515408375,
  57.76048151892799,
  89.0416351444171,
  21.55307772363939,
  100.87833302236959,
  13.853061705614854,
  37.00538310317286,
  71.76378130544504,
  41.74776401887907,
  79.03373267120077,
  14.222865486277671,
  62.69180342301134,
  10.961275496662928,
  15.686810450642362,
  24.100352302297225,
  142.18484566645512,
  57.620604418722856,
  5.5750007645021675,
  49.25337451461797,
  37.02866301362888,
  33.48650135242619,
  10.458252047940581,
  27.146845303771528,
  22.206771873110196,
  17.87550663400347,
  7.055102811931341,
  13.217035377194595,
  56.173559358576846,
  122.52376186670836,
  89.22113105984327,
  85.39265881856468,
  23.737347236464974,
  56.224944783084396,
  33.78885332782586,
  81.23195688392232,
  7.773720289871235,
  5.721015635400855,
  40.00887080417875,
  106.58361928018415,
  28.280116186867488,
  29.018907104497664,
  25.163665707606533,
  35.842282078900084,
  43.80882803139206,
  18.202193377854904,
  73.37091533666432,
  28.82626073108725,
  53.44968396262447,
  12.73036046443342,
  7.114961742576247,
  28.497471609807928,
  8.79847745403399,
  93.32595146306346,
  36.0516215621536,
  250.95748461196143,
  31.29278743159556,
  42.31910064941536,
  254.24943423937563,
  103.0225148426627,
  14.642295852199883,
  38.50694740092332,
  16.430444284885127,
  43.47786619220091,
  69.51655199874068,
  6.253375529723034,
  49.24484762752756,
  24.72185797740485,
  29.29917392512333,
  492.10592536993437,
  29.533231504604302,
  40.626157680531506,
  69.85278803961671,
  218.91665825003903,
  48.26485110491034,
  23.04516451706307,
  41.88534631896646,
  26.443147378853574,
  115.71356555021572,
  36.75150351360233,
  15.976113280634234,
  7.187106246803661,
  11.713736483235373,
  26.629372028478997,
  13.611720540853028,
  84.32127464335775,
  164.35562293795135,
  14.655143536511897,
  5.0384929976726704,
  13.48054295613155,
  35.49511936170176,
  17.797934843684715,
  79.470949408181,
  113.17146383713978,
  31.056288782981053,
  5.714368756825216,
  26.473961808309447,
  107.05041727330237,
  159.93054188602142,
  25.88354136074084,
  89.33097824493021,
  60.77926004735163,
  41.919077048985535,
  13.908795521389937,
  16.01591804351952,
  101.64300262312125,
  25.17538922292226,
  7.189110413792872,
  47.56355047289519,
  56.79542986877813,
  10.707809815288062,
  9.939337071042768,
  19.01613652793001,
  99.05696082930459,
  136.0923343947669,
  10.589803580236959,
  78.79489012419603,
  61.597442259305424,
  45.122001918228975,
  140.00910865600815,
  13.709952180737645,
  12.978807130524102,
  36.46111128334156,
  65.37730835799039,
  38.051566371769574,
  17.640794067506576,
  59.019469165033314,
  87.69370066598694,
  48.487249483726266,
  127.59620376047835,
  44.64782873539363,
  10.02956369382321,
  23.905607778640835,
  46.68208734806305,
  5.917789362139969,
  12.628158090334471,
  30.93235325241063,
  16.535605911156722,
  13.445662371617063,
  26.689182799945737,
  22.427403872325755,
  11.301545793080546,
  121.82497732293074,
  46.20248962509879,
  101.0393148959528,
  21.178802268398822,
  9.056098376107084,
  9.93119525848321,
  25.40496861149581,
  94.8347663644088,
  7.320779087276525,
  5.2417585716788455,
  14.747475698788158,
  30.551015636620505,
  27.480975553991307,
  64.01718714624727,
  78.02653561086564,
  25.46650628976438,
  32.44865219334053,
  23.35082849187514,
  75.06874288900238,
  31.71994484773188,
  10.690717911225084,
  69.23858198386993,
  93.97906201675167,
  32.69899519065673,
  14.925593721659238,
  17.243548096152384,
  61.797359067655236,
  17.12737836542721,
  18.200953818003327,
  22.928660173116025,
  5.81071826595702,
  35.70224563615055,
  5.082258854490504,
  104.33623934594141,
  6.477622372435697,
  126.11276704356985,
  14.234428839456928,
  74.45108128654117,
  51.079939324179996,
  40.57308855580386,
  12.835800267423998,
  12.018657854111177,
  24.92030346496982,
  36.354926521665675,
  63.727911365410364,
  110.6189198929555,
  49.13364846326256,
  66.05386474174418,
  56.18700256413425,
  10.372857860742206,
  45.17253722764348,
  18.90700420694647,
  18.036908611619424,
  44.12555856687168,
  21.888758200370713,
  81.21450145249621,
  7.824762223043974,
  15.659751690833671,
  26.065451774906766,
  6.019369676325977,
  7.77674272718592,
  104.02583585338357,
  114.9772075895167,
  8.76741891347917,
  20.51445215838368,
  5.440264980943547,
  18.715777105235954,
  12.389822703330392,
  79.92402023429169,
  18.794818022982028,
  232.06594648630184,
  79.17544036585659,
  80.37792343909129,
  90.39206946035863,
  87.79410924362276,
  58.05036491980744,
  8.658806583519429,
  81.32261041429062,
  30.839848602762885,
  151.08768043714343,
  6.2428096326643905,
  23.109238074497483,
  58.20849047569569,
  14.694483375464916,
  86.56519797185618,
  128.36371443279597,
  70.58689035261217,
  19.95398577285959,
  13.206613592290571,
  162.23141950375185,
  54.5956308747495,
  11.64380344693743,
  16.010395093035907,
  68.21022644506927,
  43.063234889116295,
  89.88857090093046,
  80.13494586362613,
  47.51917885440753,
  87.96907334235046,
  47.59781136193639,
  176.8409970271213,
  22.29880903033557,
  77.06509602575483,
  35.80339292970494,
  126.45712898276767,
  15.624246854664415,
  100.38149943341949,
  24.59246012739379,
  17.340127277230632,
  54.0231912835263,
  25.212192453614264,
  14.86009722626044,
  14.097595328577842,
  17.495074547604727,
  13.700869327492555,
  5.420471099231814,
  15.659813870730904,
  9.745201461205498,
  9.63431724986222,
  52.803220055989414,
  67.33266383394896,
  78.44238109375772,
  62.25243173307572,
  62.96270217958155,
  19.21244926097315,
  47.07118897724093,
  22.575678433445756,
  21.81726284171568,
  17.975349793089293,
  30.861732738769515,
  45.170982813002354,
  78.74015746765609,
  173.3791019184801,
  111.84134840822816,
  12.675713971316904,
  24.84105781941122,
  18.426900094244708,
  27.134955830132867,
  9.361314662958533,
  67.079708487222,
  14.831585458861317,
  67.95494813607134,
  16.38258390851126,
  5.646616861710063,
  82.97233382597963,
  84.79691181459476,
  49.001153041529946,
  57.78498538491197,
  21.200486005247992,
  115.9120160933818,
  21.629777409457137,
  25.097990087108148,
  16.516856324637928,
  8.0995578430677,
  23.296766784602614,
  47.01859841931609,
  18.148461570556027,
  10.463486991851536,
  6.44957713482166,
  12.564596232347611,
  6.801545200440355,
  25.672586058726985,
  13.04934318524857,
  12.362794163773101,
  78.4096009962764,
  39.53775598756985,
  25.055136219084158,
  21.520392357804404,
  16.167655473558646,
  25.993205698407643,
  8.007356847933757,
  29.008176029550164,
  168.83614493903298,
  5.128910787250187,
  53.6853300133458,
  35.94641071325431,
  16.80766281157626,
  22.16494916937122,
  18.466403937091332,
  8.320149613197783,
  33.41068778223511,
  29.33126738377226,
  63.02825916487449,
  8.976996255017115,
  42.36200253075136,
  56.168803092975274,
  6.046652550382664,
  10.004725279489993,
  8.943455720918484,
  23.060689332776818,
  5.916600667085012,
  35.42847116858906,
  56.97967743913258,
  19.82070617846575,
  5.584830494474963,
  5.146095454027934,
  25.54020099625987,
  18.726245120949642,
  14.383027824346762,
  36.568750654265074,
  21.666675790587497,
  33.31021830283471,
  5.3132945167721415,
  64.31556662904697,
  19.63598871405905,
  24.709797532764377,
  38.46205935863001,
  7.104394950910346,
  5.206729765423469,
  97.63962073086498,
  21.700325191413764,
  74.30869946689599,
  66.43191110341444,
  9.748510912118928,
  47.51219547980873,
  29.311100129517243,
  16.157290217741927,
  35.24212632265202,
  8.763164892019127,
  21.936145880345,
  171.3374604294791,
  91.6994084190115,
  ...])

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);

([6902918.75,
  6909715.625,
  6912206.25,
  6912207.8125,
  6914115.625,
  6917790.625,
  7004392.1875,
  7170934.375,
  7224085.9375,
  7290089.0625,
  7293403.125,
  7296734.375,
  7311623.4375,
  7312542.1875,
  7343084.375,
  7349360.9375,
  7352178.125,
  7352629.6875,
  7372559.375,
  7421653.125,
  7424810.9375,
  7430593.75,
  7431837.5,
  7440542.1875,
  7442453.125,
  7461634.375,
  7499670.3125,
  7520576.5625,
  7527353.125,
  7527359.375,
  7538478.125,
  7539001.5625,
  7539326.5625,
  7539678.125,
  7540071.875,
  7540504.6875,
  7541468.75,
  7542348.4375,
  7543254.6875,
  7545089.0625,
  7546770.3125,
  7557250.0,
  7580128.125,
  7604970.3125,
  7606329.6875,
  7609079.6875,
  7609342.1875,
  7637692.1875,
  7651517.1875,
  7661551.5625,
  7662959.375,
  7664593.75,
  7687610.9375,
  7688387.5,
  7694384.375,
  7696787.5,
  7711351.5625,
  7717529.6875,
  7719618.75,
  7738771.875,
  7751639.0625,
  7755800.0,
  7758743.75,
  7781510.9375,
  7787203.125,
  7803364.0625,
  7808146.875,
  7812298.4375,
  7813107.8125,
  7821390.625,
  7837903.125,
  7837904.6875,
  7839500.0,
  7839521.875,
  7840865.625,
  7845603.125,
  7845628.125,
  7845729.6875,
  7846787.5,
  7847051.5625,
  7848279.6875,
  7848814.0625,
  7848985.9375,
  7849050.0,
  7849589.0625,
  7851467.1875,
  7851912.5,
  7852415.625,
  7854876.5625,
  7863221.875,
  7877006.25,
  7879289.0625,
  7886881.25,
  7886987.5,
  7894318.75,
  7896615.625,
  7898317.1875,
  7898450.0,
  7898514.0625,
  7898656.25,
  7900757.8125,
  7905650.0,
  7910551.5625,
  7913910.9375,
  7914662.5,
  7916421.875,
  7920795.3125,
  7920928.125,
  7924396.875,
  7927567.1875,
  7927717.1875,
  7938606.25,
  7949081.25,
  7949179.6875,
  7956556.25,
  7956900.0,
  7956925.0,
  7957848.4375,
  7957910.9375,
  7958173.4375,
  7958468.75,
  7964178.125,
  7964635.9375,
  7965640.625,
  7968000.0,
  7997700.0,
  8010776.5625,
  8024601.5625,
  8025718.75,
  8032757.8125,
  8034970.3125,
  8036346.875,
  8036409.375,
  8038037.5,
  8038967.1875,
  8039779.6875,
  8044648.4375,
  8069181.25,
  8069332.8125,
  8069503.125,
  8070539.0625,
  8070576.5625,
  8070592.1875,
  8071271.875,
  8071307.8125,
  8071337.5,
  8072878.125,
  8072909.375,
  8072910.9375,
  8072912.5,
  8073343.75,
  8074385.9375,
  8100023.4375,
  8110992.1875,
  8111620.3125,
  8114532.8125,
  8130131.25,
  8150012.5,
  8151387.5,
  8156937.5,
  8157426.5625,
  8167234.375,
  8181517.1875,
  8186064.0625,
  8186078.125,
  8188432.8125,
  8189395.3125,
  8209709.375,
  8219268.75,
  8232932.8125,
  8246493.75,
  8278375.0,
  8284718.75,
  8323670.3125,
  8323721.875,
  8327221.875,
  8332731.25,
  8344467.1875,
  8346965.625,
  8364090.625,
  8441489.0625,
  8894150.0,
  9140268.75,
  9301676.5625,
  9303139.0625,
  9322679.6875,
  9332126.5625,
  9357596.875,
  9358357.8125,
  9358703.125,
  9367473.4375,
  9397115.625,
  9404396.875,
  9421420.3125,
  9424370.3125,
  9426018.75,
  9427134.375,
  9427710.9375,
  9428303.125,
  9428464.0625,
  9432540.625,
  9433070.3125,
  9433126.5625,
  9433745.3125,
  9435079.6875,
  9445392.1875,
  9495407.8125,
  9499620.3125,
  9501520.3125,
  9502807.8125,
  9517656.25,
  9523554.6875,
  9529584.375,
  9530992.1875,
  9531532.8125,
  9533031.25,
  9533439.0625,
  9533440.625,
  9533670.3125,
  9534732.8125,
  9538095.3125,
  9545778.125,
  9575696.875,
  9585612.5,
  9586921.875,
  9587082.8125,
  9589001.5625,
  9599745.3125,
  9606923.4375,
  9609259.375,
  9611473.4375,
  9647100.0,
  9647264.0625,
  9651440.625,
  9653453.125,
  9654464.0625,
  9655862.5,
  9657048.4375,
  9658023.4375,
  9658773.4375,
  9658975.0,
  9661290.625,
  9662904.6875,
  9664890.625,
  9664912.5,
  9667662.5,
  9674259.375,
  9674601.5625,
  9674925.0,
  9674940.625,
  9675039.0625,
  9675132.8125,
  9675367.1875,
  9675835.9375,
  9675846.875,
  9676035.9375,
  9676090.625,
  9676132.8125,
  9676142.1875,
  9676212.5,
  9676500.0,
  9676592.1875,
  9676670.3125,
  9676765.625,
  9676823.4375,
  9676903.125,
  9677050.0,
  9677096.875,
  9677457.8125,
  9677985.9375,
  9678084.375,
  9678323.4375,
  9678596.875,
  9678951.5625,
  9678964.0625,
  9681093.75,
  9686148.4375,
  9689342.1875,
  9689382.8125,
  9689473.4375,
  9689560.9375,
  9697260.9375,
  9699965.625,
  9701521.875,
  9703475.0,
  9707075.0,
  9707725.0,
  9710323.4375,
  9710967.1875,
  9712948.4375,
  9713285.9375,
  9715709.375,
  9716359.375,
  9716481.25,
  9717195.3125,
  9717689.0625,
  9718401.5625,
  9718585.9375,
  9718762.5,
  9718914.0625,
  9719223.4375,
  9719517.1875,
  9719829.6875,
  9720865.625,
  9722371.875,
  9722653.125,
  9723104.6875,
  9723979.6875,
  9724525.0,
  9725287.5,
  9725487.5,
  9725509.375,
  9726290.625,
  9726315.625,
  9728390.625,
  9741004.6875,
  9741243.75,
  9744214.0625,
  9746850.0,
  9747509.375,
  9751242.1875,
  9753515.625,
  9765615.625,
  9765990.625,
  9767120.3125,
  9769050.0,
  9772707.8125,
  9773132.8125,
  9773517.1875,
  9774679.6875,
  9775420.3125,
  9775451.5625,
  9775732.8125,
  9776612.5,
  9777359.375,
  9777443.75,
  9783642.1875,
  9784607.8125,
  9784642.1875,
  9789939.0625,
  9790273.4375,
  9800150.0,
  9803037.5,
  9803896.875,
  9804937.5,
  9805034.375,
  9805487.5,
  9806354.6875,
  9807407.8125,
  9807706.25,
  9808065.625,
  9811918.75,
  9811931.25,
  9813565.625,
  9814356.25,
  9814614.0625,
  9815334.375,
  9816042.1875,
  9823931.25,
  9830167.1875,
  9831237.5,
  9832092.1875,
  9834667.1875,
  9837717.1875,
  9839059.375,
  9840525.0,
  9849340.625,
  9854196.875,
  9855301.5625,
  9856428.125,
  9862396.875,
  9862520.3125,
  9865262.5,
  9865337.5,
  9867817.1875,
  9867818.75,
  9868289.0625,
  9868475.0,
  9868489.0625,
  9868954.6875,
  9870714.0625,
  9870717.1875,
  9897940.625,
  9901246.875,
  9902550.0,
  9902556.25,
  9902885.9375,
  9905415.625,
  9905439.0625,
  9905459.375,
  9906793.75,
  9907200.0,
  9907767.1875,
  9908992.1875,
  9910806.25,
  9911553.125,
  9913545.3125,
  9913760.9375,
  9915995.3125,
  9929389.0625,
  9930964.0625,
  9931734.375,
  9932623.4375,
  9934709.375,
  9935185.9375,
  9935284.375,
  9935298.4375,
  9935450.0,
  9935503.125,
  9935832.8125,
  9936390.625,
  9936631.25,
  9936732.8125,
  9936820.3125,
  9937012.5,
  9937031.25,
  9937032.8125,
  9937087.5,
  9937359.375,
  9937390.625,
  9939050.0,
  9940065.625,
  9941039.0625,
  9951089.0625,
  9958912.5,
  9959204.6875,
  9959484.375,
  9964767.1875,
  9968284.375,
  9969220.3125,
  9970757.8125,
  9988207.8125,
  9991906.25,
  9992873.4375,
  9993289.0625,
  9994446.875,
  9994585.9375,
  9996550.0,
  9997957.8125,
  9998182.8125,
  10001298.4375,
  10001429.6875,
  10001846.875,
  10001882.8125,
  10019714.0625,
  10021748.4375,
  10021953.125,
  10022768.75,
  10023651.5625,
  10025195.3125,
  10025392.1875,
  10031106.25,
  10033293.75,
  10033450.0,
  10034368.75,
  10035573.4375,
  10036079.6875,
  10036100.0,
  10037435.9375,
  10037685.9375,
  10049854.6875,
  10051200.0,
  10051915.625,
  10052762.5,
  10053467.1875,
  10053495.3125,
  10054234.375,
  10055251.5625,
  10055281.25,
  10055398.4375,
  10055696.875,
  10055787.5,
  10055815.625,
  10055823.4375,
  10055862.5,
  10056721.875,
  10057146.875,
  10057429.6875,
  10058473.4375,
  10061115.625,
  10062542.1875,
  10078650.0,
  10088810.9375,
  10091176.5625,
  10094212.5,
  10099703.125,
  10099970.3125,
  10100653.125,
  10101907.8125,
  10104878.125,
  10106868.75,
  10108196.875,
  10108226.5625,
  10108571.875,
  10110103.125,
  10110214.0625,
  10113673.4375,
  10114920.3125,
  10114959.375,
  10114984.375,
  10118004.6875,
  10120926.5625,
  10123864.0625,
  10137589.0625,
  10137671.875,
  10138576.5625,
  10138653.125,
  10139396.875,
  10140096.875,
  10140401.5625,
  10140846.875,
  10140893.75,
  10140964.0625,
  10142264.0625,
  10142742.1875,
  10144439.0625,
  10144900.0,
  10147612.5,
  10152915.625,
  10169054.6875,
  10170546.875,
  10177365.625,
  10178540.625,
  10197760.9375,
  10203996.875,
  10220540.625,
  10221442.1875,
  10223512.5,
  10225159.375,
  10225476.5625,
  10241250.0,
  10242398.4375,
  10249020.3125,
  10252310.9375,
  10305884.375,
  10328364.0625,
  10333401.5625,
  10340093.75,
  10347418.75,
  10354162.5,
  10355381.25,
  10356462.5,
  10356526.5625,
  10360523.4375,
  10361676.5625,
  10363507.8125,
  10368376.5625,
  10368857.8125,
  10373229.6875,
  10375673.4375,
  10404767.1875,
  10433282.8125,
  10547207.8125,
  10603021.875,
  10684331.25,
  10716150.0,
  10726001.5625,
  10855737.5,
  10964279.6875,
  10975625.0,
  10975773.4375,
  10984407.8125,
  11027703.125,
  11027757.8125,
  11028737.5,
  11031251.5625,
  11031796.875,
  11099835.9375,
  11102009.375,
  11103276.5625,
  11111100.0,
  11117717.1875,
  11119565.625,
  11125400.0,
  11134806.25,
  11154370.3125,
  11159350.0,
  11186882.8125,
  11235468.75,
  11244540.625,
  11278095.3125,
  11287628.125,
  11287840.625,
  11288342.1875,
  11293682.8125,
  11310920.3125,
  11343432.8125,
  11343535.9375,
  11343560.9375,
  11343621.875,
  11360482.8125,
  11502212.5,
  11589387.5,
  11618964.0625,
  11628150.0,
  11633468.75,
  11634173.4375,
  11639404.6875,
  11652451.5625,
  11655071.875,
  11656710.9375,
  11657170.3125,
  11659806.25,
  11663134.375,
  11663226.5625,
  11663282.8125,
  11665753.125,
  11667528.125,
  11671028.125,
  11672046.875,
  11677457.8125,
  11679057.8125,
  11681343.75,
  11684003.125,
  11684437.5,
  11685582.8125,
  11697020.3125,
  11698354.6875,
  11704814.0625,
  11710432.8125,
  11718081.25,
  11723171.875,
  11724345.3125,
  11724596.875,
  11724667.1875,
  11724798.4375,
  11724945.3125,
  11725731.25,
  11725745.3125,
  11726159.375,
  11726257.8125,
  11726567.1875,
  11727070.3125,
  11727854.6875,
  11727884.375,
  11727982.8125,
  11728110.9375,
  11728181.25,
  11728281.25,
  11728564.0625,
  11728662.5,
  11729089.0625,
  11729528.125,
  11730021.875,
  11730532.8125,
  11732651.5625,
  11733762.5,
  11733851.5625,
  11733868.75,
  11734209.375,
  11734475.0,
  11734537.5,
  11734554.6875,
  11734707.8125,
  11734787.5,
  11734832.8125,
  11734892.1875,
  11735276.5625,
  11735418.75,
  11735835.9375,
  11735917.1875,
  11735928.125,
  11736006.25,
  11736318.75,
  11737096.875,
  11737451.5625,
  11737692.1875,
  11738154.6875,
  11738379.6875,
  11738631.25,
  11738829.6875,
  11739310.9375,
  11739714.0625,
  11740150.0,
  11740228.125,
  11741578.125,
  11742720.3125,
  11742842.1875,
  11764376.5625,
  11770101.5625,
  11770351.5625,
  11770832.8125,
  11771759.375,
  11772359.375,
  11773573.4375,
  11808439.0625,
  11810487.5,
  11818010.9375,
  11818592.1875,
  11831087.5,
  11865412.5,
  11940534.375,
  12000357.8125,
  12000639.0625,
  12000681.25,
  12001006.25,
  12001096.875,
  12001393.75,
  12001492.1875,
  12001660.9375,
  12001821.875,
  12002040.625,
  12047870.3125,
  12065382.8125,
  12066225.0,
  12067696.875,
  12067735.9375,
  12069665.625,
  12073771.875,
  12076526.5625,
  12090314.0625,
  12091318.75,
  12100437.5,
  12101653.125,
  12103306.25,
  12105845.3125,
  12127045.3125,
  12151110.9375,
  12163014.0625,
  12168251.5625,
  12168279.6875,
  12189306.25,
  12211312.5,
  12218968.75,
  12219075.0,
  12223737.5,
  12237300.0,
  12268768.75,
  12296412.5,
  12304025.0,
  12313068.75,
  12313603.125,
  12318410.9375,
  12323184.375,
  12323795.3125,
  12323896.875,
  12323998.4375,
  12324121.875,
  12324545.3125,
  12325548.4375,
  12325659.375,
  12325857.8125,
  12329585.9375,
  12332025.0,
  12333773.4375,
  12339067.1875,
  12345335.9375,
  12349181.25,
  12349859.375,
  12351096.875,
  12351171.875,
  12351645.3125,
  12352735.9375,
  12356421.875,
  12370529.6875,
  12373909.375,
  12376051.5625,
  12376514.0625,
  12378307.8125,
  12385721.875,
  12386156.25,
  12402192.1875,
  12407750.0,
  12411387.5,
  12428873.4375,
  12444440.625,
  12445332.8125,
  12446146.875,
  12447162.5,
  12448614.0625,
  12450420.3125,
  12452457.8125,
  12454950.0,
  12455431.25,
  12455432.8125,
  12455457.8125,
  12463268.75,
  12476071.875,
  12487084.375,
  12487526.5625,
  12487739.0625,
  12488029.6875,
  12489439.0625,
  12489578.125,
  12489603.125,
  12489656.25,
  12489942.1875,
  12490021.875,
  12490395.3125,
  12490637.5,
  12492043.75,
  12492278.125,
  12492790.625,
  12495848.4375,
  12496332.8125,
  12499301.5625,
  12499420.3125,
  12499454.6875,
  12499471.875,
  12499823.4375,
  12499834.375,
  12499942.1875,
  12499948.4375,
  12500187.5,
  12502690.625,
  12502934.375,
  12503246.875,
  12503271.875,
  12507965.625,
  12508639.0625,
  12508696.875,
  12510710.9375,
  12511364.0625,
  12516400.0,
  12517093.75,
  12518464.0625,
  12521618.75,
  12525675.0,
  12540407.8125,
  12540431.25,
  12544403.125,
  12546476.5625,
  12552295.3125,
  12554382.8125,
  12555067.1875,
  12556189.0625,
  12559654.6875,
  12560560.9375,
  12565773.4375,
  12568598.4375,
  12569857.8125,
  12570809.375,
  12571157.8125,
  12571725.0,
  12572132.8125,
  12572210.9375,
  12572460.9375,
  12574035.9375,
  12574275.0,
  12575376.5625,
  12575898.4375,
  12577839.0625,
  12578614.0625,
  12578998.4375,
  12579335.9375,
  12579493.75,
  12579985.9375,
  12580462.5,
  12580515.625,
  12580640.625,
  12580728.125,
  12580856.25,
  12580857.8125,
  12580935.9375,
  12580979.6875,
  12580998.4375,
  12581015.625,
  12581468.75,
  12581471.875,
  12582028.125,
  12582082.8125,
  12582132.8125,
  12582150.0,
  12582300.0,
  12582370.3125,
  12582671.875,
  12582704.6875,
  12582923.4375,
  12582926.5625,
  12582968.75,
  12583020.3125,
  12583120.3125,
  12583242.1875,
  12583304.6875,
  12583315.625,
  12583531.25,
  12583531.25,
  12583675.0,
  12583764.0625,
  12584096.875,
  12584179.6875,
  12584637.5,
  12584770.3125,
  12584907.8125,
  12585042.1875,
  12585228.125,
  12585240.625,
  12585262.5,
  12585856.25,
  12585895.3125,
  12586128.125,
  12586598.4375,
  12587065.625,
  12587646.875,
  12588523.4375,
  12594462.5,
  12599312.5,
  12599348.4375,
  12599492.1875,
  12601359.375,
  12602251.5625,
  12618334.375,
  12640385.9375,
  12645157.8125,
  12647050.0,
  12648307.8125,
  12648332.8125,
  12656260.9375,
  12656701.5625,
  12656707.8125,
  12658850.0,
  12662996.875,
  12673589.0625,
  12699262.5,
  12699292.1875,
  12717104.6875,
  12717109.375,
  12761210.9375,
  12775700.0,
  12776560.9375,
  12777085.9375,
  12777281.25,
  12777565.625,
  12778878.125,
  12780887.5,
  12789684.375,
  12789910.9375,
  12792118.75,
  12803557.8125,
  12811504.6875,
  12814235.9375,
  12815812.5,
  12831398.4375,
  12833093.75,
  12833096.875,
  12834446.875,
  12846218.75,
  12849651.5625,
  12852215.625,
  12874546.875,
  12877100.0,
  12882153.125,
  12882178.125,
  12885570.3125,
  12885612.5,
  12887390.625,
  12888595.3125,
  12895262.5,
  13090260.9375,
  13226196.875,
  13234003.125,
  13234064.0625,
  13234584.375,
  13243567.1875,
  13247351.5625,
  13249932.8125,
  13250645.3125,
  13253270.3125,
  13263775.0,
  13266298.4375,
  13268157.8125,
  13268356.25,
  13268381.25,
  13268885.9375,
  13269090.625,
  13269473.4375,
  13269621.875,
  13269820.3125,
  13275256.25,
  13275820.3125,
  13277415.625,
  13278425.0,
  13279568.75,
  13279870.3125,
  13280968.75,
  13283850.0,
  13284303.125,
  13284456.25,
  13284654.6875,
  13286189.0625,
  13287864.0625,
  13288428.125,
  13288700.0,
  13288815.625,
  13289398.4375,
  13289417.1875,
  13290973.4375,
  13293220.3125,
  13293357.8125,
  13293792.1875,
  13297343.75,
  13298296.875,
  13298325.0,
  13307065.625,
  13307093.75,
  13318320.3125,
  13323417.1875,
  13431165.625,
  13433443.75,
  13443895.3125,
  ...],
 [6.630262169222463,
  14.05250812906242,
  13.068930837380051,
  98.13562043469796,
  67.78149772210512,
  18.9148599206519,
  39.737487943660476,
  12.07832678002508,
  57.43737882617703,
  80.72734642480857,
  19.563106182746292,
  12.066968488301642,
  12.530930744805142,
  5.395181933492707,
  91.61806631857321,
  19.047107479331807,
  55.46963031138328,
  60.33716346323712,
  21.970861389715676,
  49.27765138430283,
  86.0821195430907,
  8.9772496100498,
  18.548231467163212,
  36.64138869678274,
  9.904148483717098,
  106.58189705917067,
  23.791527314672223,
  23.752430996914846,
  47.13930153212678,
  7.79678730942138,
  126.37985233455308,
  45.47626337850747,
  15.150140847665336,
  12.382227925835647,
  10.043138920224353,
  8.462506167341434,
  48.030484672667185,
  46.924613114124526,
  47.660257401263664,
  60.99789491905169,
  13.823172110739323,
  8.57761027624625,
  9.798023557080837,
  42.67101041361012,
  13.39532811267992,
  6.348264470830809,
  11.81381283418188,
  37.262663973091996,
  71.71614332560378,
  18.000911804000168,
  171.1243752500389,
  13.270055435414893,
  51.775323056227485,
  101.30195518380711,
  13.807943862844734,
  7.9647713569219425,
  94.09897008635997,
  91.92639663503404,
  39.82643208355843,
  34.860351366859824,
  26.684492694841026,
  184.53134596844694,
  9.303422833263447,
  84.83196960062718,
  25.07995918361001,
  6.662140140379241,
  19.297315648949674,
  26.912368668281584,
  56.705935601214975,
  15.039461374449067,
  13.95006092168227,
  29.954320893452756,
  8.43329555215327,
  49.41540118765926,
  39.45706626702982,
  11.870462719221715,
  11.3625414808836,
  30.741868787557305,
  20.992215492349715,
  23.066770732705983,
  43.401072084982374,
  14.963387364429332,
  38.73885169421405,
  65.03331864753483,
  18.47304728573829,
  28.49276792145655,
  7.41171690857583,
  30.834723034292185,
  46.16946049261593,
  122.72982881798391,
  70.95878634199971,
  15.957332200912473,
  46.028528470431084,
  120.34213032450457,
  71.95737188733187,
  24.04446739289409,
  50.424274261514356,
  6.6840476944816665,
  5.204805204627137,
  8.474575508167463,
  105.91122465079579,
  64.06348672237449,
  139.94959247241204,
  22.652129521499695,
  84.83599684491928,
  45.21445570596228,
  55.5339224284848,
  44.990987907518104,
  100.73156979094128,
  5.882883404424084,
  53.17182344273736,
  42.39825092684925,
  15.770276768189046,
  8.073691645205862,
  86.94654882839409,
  22.38329404292382,
  83.9830140525409,
  33.90076932984734,
  19.723574371987315,
  77.93231785577699,
  19.80976656215118,
  5.336296395017784,
  10.121429440992234,
  83.00786172982195,
  6.6810445129595974,
  6.358741587892436,
  19.350150254235285,
  90.03675148514196,
  22.3254154298509,
  32.86338193975796,
  53.42843096450211,
  109.66054793375615,
  117.29361963310896,
  30.343000998907183,
  106.47682017026568,
  35.22176476310955,
  27.36286445546141,
  62.6811471319764,
  22.947016832193217,
  20.177589677330015,
  60.878339367627404,
  93.46694726339416,
  27.68527239851261,
  46.14200253747499,
  17.414574117238065,
  62.16039793125793,
  175.1824616630004,
  173.21187628340275,
  300.2050441474238,
  54.22042242896573,
  30.613077416875097,
  23.504670251036714,
  146.62622103422393,
  27.506277475206872,
  15.035340724417447,
  29.875233153702876,
  98.60086718476659,
  104.27373128550988,
  30.936055513034834,
  61.48723022272469,
  27.32541080395693,
  9.003086553137623,
  5.969336386543579,
  25.837012177346597,
  75.09759991448259,
  15.309765467407669,
  14.363687704356236,
  8.017460738623921,
  29.557777522951163,
  9.32237380626679,
  17.261866239385462,
  26.308743702901356,
  33.59920640933363,
  73.69834999592834,
  5.205889424255645,
  159.1304054071737,
  21.50361226397211,
  21.45545059915912,
  63.54550176631564,
  70.16919583262984,
  9.863328298388616,
  16.724078238869296,
  20.05373291461162,
  8.836058813596749,
  63.25664406164743,
  40.25891148646265,
  196.64372784032324,
  168.0195965372815,
  64.50065900673631,
  17.293217761831517,
  21.160896909830427,
  6.693491498171685,
  98.02195661397545,
  52.50663715596935,
  82.93603824948357,
  72.45036944567383,
  27.60928857253888,
  94.12048488793721,
  32.56536421857012,
  55.92252714394874,
  137.22785433691357,
  5.619157128447458,
  30.6659300888159,
  88.49515145689888,
  36.51744691867298,
  29.626958487521716,
  21.04645560704403,
  92.2956472853889,
  131.50215632722498,
  18.927369199891,
  46.68590413338788,
  7.5001675899516655,
  90.84373726294288,
  34.81678831839879,
  14.399306809589747,
  10.653461122719673,
  150.60583223130357,
  10.25787557229169,
  9.322709190372025,
  13.89534981151892,
  82.88312364112336,
  13.445178953269663,
  75.37906231439803,
  13.544067682213115,
  40.32596065066332,
  45.24020018267075,
  54.67771822170764,
  48.082522362794535,
  20.587146848001446,
  26.59786169589453,
  31.72995541463033,
  10.307941413817385,
  15.756248350610754,
  54.71584479221103,
  54.65241831723474,
  34.94080768839758,
  50.17200553455888,
  8.557051825861038,
  23.241716789691385,
  19.517716143579296,
  59.95379142742135,
  15.952365416167732,
  27.563273838435997,
  99.53835509569643,
  51.17775330816809,
  44.9322337841914,
  26.603958839191524,
  14.972825583255393,
  10.108346553609895,
  39.06457762648111,
  59.68920059159763,
  26.472213697462642,
  22.241622026511543,
  7.322642285096082,
  10.92032586773259,
  46.17804292827822,
  90.04149779792317,
  15.500757468811056,
  70.28411354371424,
  71.53003606574497,
  7.954884247112457,
  28.295425276713896,
  9.634823091172226,
  35.060323534616074,
  33.10669321616842,
  8.025996864052908,
  79.90006483231096,
  40.85263954089895,
  26.632198912523158,
  16.80478015885484,
  5.107737735661899,
  128.67265028841268,
  35.366346981419596,
  85.48636300310507,
  62.41217302295041,
  18.883164600606186,
  74.19170236060859,
  21.168401520765663,
  28.69548863956973,
  5.163743966568347,
  7.900521059564017,
  6.7720136469951795,
  47.73030358639317,
  63.91141825592061,
  79.53635594544852,
  79.14601789320632,
  247.0312292461305,
  18.633045933762393,
  148.221990016689,
  13.893954592327432,
  5.396763280553345,
  11.762907286022864,
  11.490885663584127,
  55.33717390977071,
  9.208775487085392,
  22.473765051550277,
  217.13158921890678,
  14.380302119357037,
  6.762225631311463,
  20.084741020687932,
  70.67611687495227,
  46.91042873456155,
  8.35204470402033,
  12.186723788885267,
  38.40747441664951,
  71.3936495529569,
  81.99113576990592,
  33.973035951316135,
  13.463712154118582,
  12.871734410770872,
  66.65280297907074,
  269.5467671778814,
  37.809497321203,
  75.15513051144765,
  39.5294361142949,
  190.8942984539332,
  8.541814701913035,
  38.04835179886321,
  8.058428971967833,
  11.066892690440348,
  19.535208423288967,
  39.063162343698984,
  53.22019160959865,
  64.4613207596697,
  6.647380889584801,
  25.230406604812636,
  41.2594304528712,
  24.779121810870752,
  59.708880808121144,
  27.712913457428577,
  5.23707858333217,
  74.84057738748702,
  145.26753532246755,
  8.977216652067508,
  30.890149901479713,
  71.05417569629333,
  73.14392031915848,
  82.31119647909082,
  7.4533632175460145,
  34.97322410978425,
  11.484253350522621,
  15.022631352491405,
  29.162837317722868,
  85.96657303263096,
  9.1196469133563,
  60.64087909050869,
  60.1650515141585,
  56.75017393502778,
  22.46555356993295,
  30.810981773490653,
  15.881110871187772,
  53.29977746800274,
  55.419736777286644,
  54.37522106930642,
  28.02784431242685,
  7.177432749606909,
  55.794762620595705,
  26.071154510240376,
  39.25087358117085,
  9.827454246382139,
  35.67414211527053,
  71.6176189404479,
  9.088511353361644,
  10.04521339760067,
  20.158331117587473,
  5.328722897376757,
  35.232433325336594,
  131.0973020682199,
  75.17559187113328,
  61.97307384155649,
  22.505541489637334,
  5.915549703684106,
  12.094931842854411,
  12.596928599856964,
  8.053865745101172,
  36.563423026805644,
  80.6837870062508,
  26.433317997561375,
  20.613428207777382,
  10.86518556747863,
  49.474317126692696,
  16.88601031503997,
  19.150360798637074,
  63.85491872121605,
  8.718011384909511,
  152.73807215793332,
  184.81029699446162,
  5.594495132469437,
  31.45604846998305,
  26.112734263016105,
  133.73717330214765,
  37.55776805803646,
  23.252855256838853,
  32.037226700544416,
  8.140948778797704,
  8.07560521087576,
  20.204090868380273,
  8.39632311927853,
  62.7671923719819,
  19.054621007710033,
  212.98230562323707,
  101.45155358681093,
  82.60726258700244,
  33.40230642566453,
  124.18131682329393,
  5.078967897854318,
  72.32556700623377,
  10.622023683571468,
  77.80994336610236,
  22.750199172838396,
  5.801797894326124,
  19.670523319062912,
  5.09013127377821,
  91.01341064386854,
  14.171423625962017,
  18.03058329234576,
  38.040656418760854,
  29.9465782622868,
  43.22789073483814,
  30.689704529969625,
  8.129886517657413,
  7.254856477094687,
  5.862500919658194,
  12.076501375344119,
  76.63140194299618,
  64.11407753604655,
  33.42794204442414,
  5.510851555958736,
  21.068424501571474,
  96.79733562967556,
  5.9459246337950855,
  17.30437716228039,
  29.228567568341848,
  8.526458134530941,
  48.251421272897026,
  8.619955489928188,
  23.71500433319384,
  57.116394405545876,
  57.19307279610794,
  36.139199264381695,
  67.38739992167517,
  59.434715938209514,
  71.05741018454849,
  16.577640511854845,
  13.919402071397109,
  7.95020209152794,
  11.08642161589029,
  225.5439337421351,
  30.33023064393459,
  93.2690301088626,
  65.34335311113512,
  32.24520196670561,
  8.729997077166349,
  44.17595042533836,
  51.429575087128455,
  14.410820496386938,
  48.482245176437544,
  53.23794122993115,
  49.360763367911495,
  134.46486068315835,
  28.74704638951072,
  7.7155291993186585,
  84.64585357705711,
  30.561904839422716,
  280.9029857035912,
  18.45816626388246,
  99.16466863932206,
  128.88446280296068,
  40.137783183427025,
  12.71807660158848,
  12.14021866791506,
  75.1347261584293,
  93.81764527561381,
  10.465762146058813,
  5.529926999732902,
  5.458005438417687,
  7.155389343088467,
  14.637114531470328,
  26.75157412900132,
  26.089442484812754,
  98.18460454340956,
  66.39315651848291,
  37.90637320343643,
  69.94415435927155,
  120.28276161446786,
  35.263202916067804,
  130.76331985416041,
  19.122363550267725,
  9.983611667605942,
  17.557693100657065,
  57.46858490168096,
  40.52209178898683,
  70.89327670495248,
  43.49303552528211,
  40.824987992002875,
  10.388624236267932,
  14.877741653140042,
  44.59769921458962,
  48.871481955570076,
  6.002832155500404,
  168.642197734543,
  248.21682658634577,
  7.714191645885757,
  42.49798435895637,
  43.55324584755612,
  6.0425058920414685,
  633.5105215694487,
  108.31374306877258,
  51.94761241787265,
  23.6830465380956,
  68.3754828499991,
  506.78355080562307,
  6.4855056142991,
  47.64814730100315,
  66.83447611180429,
  5.489479610721161,
  72.02978524507755,
  66.54576964346222,
  31.9982200572908,
  183.16604994019914,
  21.207482719959124,
  25.749362085612415,
  301.48273349884033,
  111.99129516561851,
  25.137635973816995,
  339.0340276173423,
  152.64398966252736,
  52.0829888142833,
  417.3950704013059,
  55.62230991779829,
  47.37596252590397,
  31.14450982443959,
  14.354207045793403,
  132.18006077949275,
  58.00124219037665,
  60.35809252738057,
  165.49570978372316,
  61.34010347631143,
  25.117414925113057,
  20.653105534518765,
  14.810277032039735,
  245.40893682492666,
  5.075540609435275,
  36.241185960073494,
  8.354708831289031,
  13.162697001826013,
  156.2921447828284,
  138.13259947416742,
  34.99351480769428,
  81.66940534454291,
  15.663747295441052,
  47.49706587080904,
  94.28346185173885,
  277.4844231660082,
  31.655243400588994,
  5.74227688301049,
  28.632666061654263,
  39.3166101468871,
  33.653722897989425,
  36.79461357859101,
  94.9930535905333,
  8.684721238534467,
  46.39221640016172,
  5.036779562039167,
  5.322475036993323,
  72.76377013590758,
  22.439810476591934,
  20.810283801387687,
  19.857114243650315,
  5.214747298411152,
  20.90373522970802,
  8.403214572586332,
  12.5634406962978,
  72.00089640535026,
  34.91071820315759,
  21.819058250794892,
  19.443502125036016,
  45.374004376935304,
  10.732474068313612,
  34.714004101857526,
  31.94070330776757,
  76.7827929825794,
  10.68413446259234,
  70.59382946013268,
  32.08850973259335,
  27.50125839964857,
  40.158809719691455,
  122.14881782863442,
  61.06007979945997,
  9.979000996071932,
  54.73106625798181,
  11.408806462638049,
  7.611028813114226,
  6.606140975348874,
  55.31974815187574,
  47.990212711483295,
  149.41142096373255,
  6.8770544884099705,
  18.66691569668498,
  53.025801735034186,
  8.415908893472196,
  24.947218821062407,
  36.38156200073084,
  12.454526440881466,
  26.547793604280557,
  7.127167610288272,
  23.05125250576095,
  135.50916547838975,
  13.418970484340944,
  18.31077697492309,
  5.388519649119467,
  14.333534682357161,
  26.33848035820092,
  46.34684091747313,
  7.277278039103535,
  10.957102056596156,
  13.02279738935823,
  35.62906830952349,
  12.259773938381047,
  16.532019915043772,
  38.59966768715776,
  10.571125975231846,
  14.537300470515943,
  20.518629564973004,
  11.132225857182613,
  29.340942707333852,
  35.113549955953836,
  5.200680317706785,
  21.483493034183958,
  44.989754770121685,
  34.14184347083344,
  19.914941701435225,
  95.79771742825687,
  107.15952201482408,
  64.56677713106544,
  23.57428362046514,
  17.45632616424524,
  60.03751515408375,
  57.76048151892799,
  89.0416351444171,
  21.55307772363939,
  100.87833302236959,
  13.853061705614854,
  37.00538310317286,
  71.76378130544504,
  41.74776401887907,
  79.03373267120077,
  14.222865486277671,
  62.69180342301134,
  10.961275496662928,
  15.686810450642362,
  24.100352302297225,
  142.18484566645512,
  57.620604418722856,
  5.5750007645021675,
  49.25337451461797,
  37.02866301362888,
  33.48650135242619,
  10.458252047940581,
  27.146845303771528,
  22.206771873110196,
  17.87550663400347,
  7.055102811931341,
  13.217035377194595,
  56.173559358576846,
  122.52376186670836,
  89.22113105984327,
  85.39265881856468,
  23.737347236464974,
  56.224944783084396,
  33.78885332782586,
  81.23195688392232,
  7.773720289871235,
  5.721015635400855,
  40.00887080417875,
  106.58361928018415,
  28.280116186867488,
  29.018907104497664,
  25.163665707606533,
  35.842282078900084,
  43.80882803139206,
  18.202193377854904,
  73.37091533666432,
  28.82626073108725,
  53.44968396262447,
  12.73036046443342,
  7.114961742576247,
  28.497471609807928,
  8.79847745403399,
  93.32595146306346,
  36.0516215621536,
  250.95748461196143,
  31.29278743159556,
  42.31910064941536,
  254.24943423937563,
  103.0225148426627,
  14.642295852199883,
  38.50694740092332,
  16.430444284885127,
  43.47786619220091,
  69.51655199874068,
  6.253375529723034,
  49.24484762752756,
  24.72185797740485,
  29.29917392512333,
  492.10592536993437,
  29.533231504604302,
  40.626157680531506,
  69.85278803961671,
  218.91665825003903,
  48.26485110491034,
  23.04516451706307,
  41.88534631896646,
  26.443147378853574,
  115.71356555021572,
  36.75150351360233,
  15.976113280634234,
  7.187106246803661,
  11.713736483235373,
  26.629372028478997,
  13.611720540853028,
  84.32127464335775,
  164.35562293795135,
  14.655143536511897,
  5.0384929976726704,
  13.48054295613155,
  35.49511936170176,
  17.797934843684715,
  79.470949408181,
  113.17146383713978,
  31.056288782981053,
  5.714368756825216,
  26.473961808309447,
  107.05041727330237,
  159.93054188602142,
  25.88354136074084,
  89.33097824493021,
  60.77926004735163,
  41.919077048985535,
  13.908795521389937,
  16.01591804351952,
  101.64300262312125,
  25.17538922292226,
  7.189110413792872,
  47.56355047289519,
  56.79542986877813,
  10.707809815288062,
  9.939337071042768,
  19.01613652793001,
  99.05696082930459,
  136.0923343947669,
  10.589803580236959,
  78.79489012419603,
  61.597442259305424,
  45.122001918228975,
  140.00910865600815,
  13.709952180737645,
  12.978807130524102,
  36.46111128334156,
  65.37730835799039,
  38.051566371769574,
  17.640794067506576,
  59.019469165033314,
  87.69370066598694,
  48.487249483726266,
  127.59620376047835,
  44.64782873539363,
  10.02956369382321,
  23.905607778640835,
  46.68208734806305,
  5.917789362139969,
  12.628158090334471,
  30.93235325241063,
  16.535605911156722,
  13.445662371617063,
  26.689182799945737,
  22.427403872325755,
  11.301545793080546,
  121.82497732293074,
  46.20248962509879,
  101.0393148959528,
  21.178802268398822,
  9.056098376107084,
  9.93119525848321,
  25.40496861149581,
  94.8347663644088,
  7.320779087276525,
  5.2417585716788455,
  14.747475698788158,
  30.551015636620505,
  27.480975553991307,
  64.01718714624727,
  78.02653561086564,
  25.46650628976438,
  32.44865219334053,
  23.35082849187514,
  75.06874288900238,
  31.71994484773188,
  10.690717911225084,
  69.23858198386993,
  93.97906201675167,
  32.69899519065673,
  14.925593721659238,
  17.243548096152384,
  61.797359067655236,
  17.12737836542721,
  18.200953818003327,
  22.928660173116025,
  5.81071826595702,
  35.70224563615055,
  5.082258854490504,
  104.33623934594141,
  6.477622372435697,
  126.11276704356985,
  14.234428839456928,
  74.45108128654117,
  51.079939324179996,
  40.57308855580386,
  12.835800267423998,
  12.018657854111177,
  24.92030346496982,
  36.354926521665675,
  63.727911365410364,
  110.6189198929555,
  49.13364846326256,
  66.05386474174418,
  56.18700256413425,
  10.372857860742206,
  45.17253722764348,
  18.90700420694647,
  18.036908611619424,
  44.12555856687168,
  21.888758200370713,
  81.21450145249621,
  7.824762223043974,
  15.659751690833671,
  26.065451774906766,
  6.019369676325977,
  7.77674272718592,
  104.02583585338357,
  114.9772075895167,
  8.76741891347917,
  20.51445215838368,
  5.440264980943547,
  18.715777105235954,
  12.389822703330392,
  79.92402023429169,
  18.794818022982028,
  232.06594648630184,
  79.17544036585659,
  80.37792343909129,
  90.39206946035863,
  87.79410924362276,
  58.05036491980744,
  8.658806583519429,
  81.32261041429062,
  30.839848602762885,
  151.08768043714343,
  6.2428096326643905,
  23.109238074497483,
  58.20849047569569,
  14.694483375464916,
  86.56519797185618,
  128.36371443279597,
  70.58689035261217,
  19.95398577285959,
  13.206613592290571,
  162.23141950375185,
  54.5956308747495,
  11.64380344693743,
  16.010395093035907,
  68.21022644506927,
  43.063234889116295,
  89.88857090093046,
  80.13494586362613,
  47.51917885440753,
  87.96907334235046,
  47.59781136193639,
  176.8409970271213,
  22.29880903033557,
  77.06509602575483,
  35.80339292970494,
  126.45712898276767,
  15.624246854664415,
  100.38149943341949,
  24.59246012739379,
  17.340127277230632,
  54.0231912835263,
  25.212192453614264,
  14.86009722626044,
  14.097595328577842,
  17.495074547604727,
  13.700869327492555,
  5.420471099231814,
  15.659813870730904,
  9.745201461205498,
  9.63431724986222,
  52.803220055989414,
  67.33266383394896,
  78.44238109375772,
  62.25243173307572,
  62.96270217958155,
  19.21244926097315,
  47.07118897724093,
  22.575678433445756,
  21.81726284171568,
  17.975349793089293,
  30.861732738769515,
  45.170982813002354,
  78.74015746765609,
  173.3791019184801,
  111.84134840822816,
  12.675713971316904,
  24.84105781941122,
  18.426900094244708,
  27.134955830132867,
  9.361314662958533,
  67.079708487222,
  14.831585458861317,
  67.95494813607134,
  16.38258390851126,
  5.646616861710063,
  82.97233382597963,
  84.79691181459476,
  49.001153041529946,
  57.78498538491197,
  21.200486005247992,
  115.9120160933818,
  21.629777409457137,
  25.097990087108148,
  16.516856324637928,
  8.0995578430677,
  23.296766784602614,
  47.01859841931609,
  18.148461570556027,
  10.463486991851536,
  6.44957713482166,
  12.564596232347611,
  6.801545200440355,
  25.672586058726985,
  13.04934318524857,
  12.362794163773101,
  78.4096009962764,
  39.53775598756985,
  25.055136219084158,
  21.520392357804404,
  16.167655473558646,
  25.993205698407643,
  8.007356847933757,
  29.008176029550164,
  168.83614493903298,
  5.128910787250187,
  53.6853300133458,
  35.94641071325431,
  16.80766281157626,
  22.16494916937122,
  18.466403937091332,
  8.320149613197783,
  33.41068778223511,
  29.33126738377226,
  63.02825916487449,
  8.976996255017115,
  42.36200253075136,
  56.168803092975274,
  6.046652550382664,
  10.004725279489993,
  8.943455720918484,
  23.060689332776818,
  5.916600667085012,
  35.42847116858906,
  56.97967743913258,
  19.82070617846575,
  5.584830494474963,
  5.146095454027934,
  25.54020099625987,
  18.726245120949642,
  14.383027824346762,
  36.568750654265074,
  21.666675790587497,
  33.31021830283471,
  5.3132945167721415,
  64.31556662904697,
  19.63598871405905,
  24.709797532764377,
  38.46205935863001,
  7.104394950910346,
  5.206729765423469,
  97.63962073086498,
  21.700325191413764,
  74.30869946689599,
  66.43191110341444,
  9.748510912118928,
  47.51219547980873,
  29.311100129517243,
  16.157290217741927,
  35.24212632265202,
  8.763164892019127,
  21.936145880345,
  171.3374604294791,
  91.6994084190115,
  ...])

Graph for home page

Detected energies during the discharge + Energy spectrum

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