notebook.community

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In [193]:



    


import numpy as np
from numpy.random import randn
import pandas as pd
from scipy import stats
import matplotlib as mpl
import matplotlib.pyplot as plt
import seaborn as sns



    











In [194]:



    


# Generate discrete joint distribution

N = 1500
x = np.random.normal(3,1,N)
y = stats.gamma(3).rvs(N)

H,xedges,yedges = np.histogram2d(y,x,[10,10])
X, Y = np.meshgrid(xedges,yedges)



    











In [195]:



    


mpl.rc("figure", figsize=(6, 6))
ax = sns.kdeplot(x,y,shaded=True)
ax.set_xlim(0,10)
ax.set_ylim(0,6)
ax.set_xlabel('X')
ax.set_ylabel('Y')



    


















    
Out[195]:








<matplotlib.text.Text at 0x115bb7e90>










    
























In [196]:



    


mpl.rc("figure", figsize=(6, 6))

pcolormesh(X,Y,H.T);
ax = gca();
ax.set_xlim([0,10])
ax.set_ylim([0,6])
ax.set_xlabel('X');
ax.set_ylabel('Y');



    


















    
























In [218]:



    


import json

fd = []

nrows, ncols = shape(H)
for r in range(nrows):
    for c in range(ncols):
        #print "(%d,%d) = %0.2f"%(r,c,H[r][c])
        
        d = {}
        d['x'] = r+1
        d['y'] = c+1
        d['freq'] = H[r][c]/N
        fd.append(d)

with open('sunburst_orthogonal_xy.json','w') as f:
    json.dump(fd,f,sort_keys=True,indent=4,separators=(',', ': '))

print "Done printing flat JSON to file."



    


















    






Done printing flat JSON to file.

















In [219]:



    


tree = {}

# if we were more slick we'd do this recursively, 
# but we're not, so we won't.

tree['name'] = 'root'

children = []
for r in range(nrows):
    child = {}
    child['name'] = 'X%d'%(r)
    
    grandchildren = []
    for c in range(ncols):        
        grandchild = {}
        grandchild['name'] = 'X%d-Y%d'%(r,c)
        grandchild['freq'] = H[r][c]/N

        grandchildren.append(grandchild)
    
    child['children'] = grandchildren
    child['freq'] = sum(H[r][:])/N
    
    children.append(child)

tree['children'] = children
tree['freq'] = sum(H[:][:])/N


with open('sunburst_orthogonal_tree.json','w') as f:
    json.dump(tree,f,sort_keys=True,indent=4,separators=(',', ': '))

print "Done printing tree JSON to file."



    


















    






Done printing tree JSON to file.

















In [220]:



    


from numpy.random import weibull
from scipy.stats import cumfreq

Nsamples = 1e4

# generate a weibull distribution
k=5
x = weibull(k,(Nsamples,))
x2 = stats.gamma(2).rvs(Nsamples)
x3 = stats.gamma(2).rvs(Nsamples)

# now bin x1 into bins
Nbins = 8

counts, binlocs = np.histogramdd([x,x2,x3]);
#counts = 10x10x10



    











In [239]:



    


tree = {}
tree['name'] = 'root'
tree['freq'] = sum(counts[:][:][:])/Nsamples

dims = shape(counts)
children1 = []
for d1 in range(dims[0]):
    child1 = {}
    child1['name'] = 'X%d'%(d1+1)
    child1['freq'] = sum(counts[d1][:][:])/Nsamples
    
    children2 = []
    for d2 in range(dims[1]):        
        child2 = {}
        child2['name'] = 'X%d-Y%d'%(d1+1,d2+1)
        child2['freq'] = sum(counts[d1][d2][:])/Nsamples
        
        children3 = []
        for d3 in range(dims[2]):
            
            child3 = {}
            child3['name'] = 'X%d-Y%d-Z%d'%(d1+1,d2+1,d3+1)
            child3['freq'] = sum(counts[d1][d2][d3])/Nsamples
            
            children3.append(child3)
            
        child2['children'] = children3            
        children2.append(child2)

    child1['children'] = children2
    children1.append(child1)

tree['children'] = children1

print tree

with open('sunburst_orthogonal2_tree.json','w') as f:
    json.dump(tree,f,sort_keys=True,indent=4,separators=(',', ': '))

print "Done printing tree JSON to file."



    


















    






{'freq': 1.0, 'name': 'root', 'children': [{'freq': 0.001, 'name': 'X1', 'children': [{'freq': 0.00069999999999999999, 'name': 'X1-Y1', 'children': [{'freq': 0.00029999999999999997, 'name': 'X1-Y1-Z1'}, {'freq': 0.00020000000000000001, 'name': 'X1-Y1-Z2'}, {'freq': 0.0001, 'name': 'X1-Y1-Z3'}, {'freq': 0.0001, 'name': 'X1-Y1-Z4'}, {'freq': 0.0, 'name': 'X1-Y1-Z5'}, {'freq': 0.0, 'name': 'X1-Y1-Z6'}, {'freq': 0.0, 'name': 'X1-Y1-Z7'}, {'freq': 0.0, 'name': 'X1-Y1-Z8'}, {'freq': 0.0, 'name': 'X1-Y1-Z9'}, {'freq': 0.0, 'name': 'X1-Y1-Z10'}]}, {'freq': 0.00020000000000000001, 'name': 'X1-Y2', 'children': [{'freq': 0.0, 'name': 'X1-Y2-Z1'}, {'freq': 0.0001, 'name': 'X1-Y2-Z2'}, {'freq': 0.0001, 'name': 'X1-Y2-Z3'}, {'freq': 0.0, 'name': 'X1-Y2-Z4'}, {'freq': 0.0, 'name': 'X1-Y2-Z5'}, {'freq': 0.0, 'name': 'X1-Y2-Z6'}, {'freq': 0.0, 'name': 'X1-Y2-Z7'}, {'freq': 0.0, 'name': 'X1-Y2-Z8'}, {'freq': 0.0, 'name': 'X1-Y2-Z9'}, {'freq': 0.0, 'name': 'X1-Y2-Z10'}]}, {'freq': 0.0001, 'name': 'X1-Y3', 'children': [{'freq': 0.0, 'name': 'X1-Y3-Z1'}, {'freq': 0.0, 'name': 'X1-Y3-Z2'}, {'freq': 0.0001, 'name': 'X1-Y3-Z3'}, {'freq': 0.0, 'name': 'X1-Y3-Z4'}, {'freq': 0.0, 'name': 'X1-Y3-Z5'}, {'freq': 0.0, 'name': 'X1-Y3-Z6'}, {'freq': 0.0, 'name': 'X1-Y3-Z7'}, {'freq': 0.0, 'name': 'X1-Y3-Z8'}, {'freq': 0.0, 'name': 'X1-Y3-Z9'}, {'freq': 0.0, 'name': 'X1-Y3-Z10'}]}, {'freq': 0.0, 'name': 'X1-Y4', 'children': [{'freq': 0.0, 'name': 'X1-Y4-Z1'}, {'freq': 0.0, 'name': 'X1-Y4-Z2'}, {'freq': 0.0, 'name': 'X1-Y4-Z3'}, {'freq': 0.0, 'name': 'X1-Y4-Z4'}, {'freq': 0.0, 'name': 'X1-Y4-Z5'}, {'freq': 0.0, 'name': 'X1-Y4-Z6'}, {'freq': 0.0, 'name': 'X1-Y4-Z7'}, {'freq': 0.0, 'name': 'X1-Y4-Z8'}, {'freq': 0.0, 'name': 'X1-Y4-Z9'}, {'freq': 0.0, 'name': 'X1-Y4-Z10'}]}, {'freq': 0.0, 'name': 'X1-Y5', 'children': [{'freq': 0.0, 'name': 'X1-Y5-Z1'}, {'freq': 0.0, 'name': 'X1-Y5-Z2'}, {'freq': 0.0, 'name': 'X1-Y5-Z3'}, {'freq': 0.0, 'name': 'X1-Y5-Z4'}, {'freq': 0.0, 'name': 'X1-Y5-Z5'}, {'freq': 0.0, 'name': 'X1-Y5-Z6'}, {'freq': 0.0, 'name': 'X1-Y5-Z7'}, {'freq': 0.0, 'name': 'X1-Y5-Z8'}, {'freq': 0.0, 'name': 'X1-Y5-Z9'}, {'freq': 0.0, 'name': 'X1-Y5-Z10'}]}, {'freq': 0.0, 'name': 'X1-Y6', 'children': [{'freq': 0.0, 'name': 'X1-Y6-Z1'}, {'freq': 0.0, 'name': 'X1-Y6-Z2'}, {'freq': 0.0, 'name': 'X1-Y6-Z3'}, {'freq': 0.0, 'name': 'X1-Y6-Z4'}, {'freq': 0.0, 'name': 'X1-Y6-Z5'}, {'freq': 0.0, 'name': 'X1-Y6-Z6'}, {'freq': 0.0, 'name': 'X1-Y6-Z7'}, {'freq': 0.0, 'name': 'X1-Y6-Z8'}, {'freq': 0.0, 'name': 'X1-Y6-Z9'}, {'freq': 0.0, 'name': 'X1-Y6-Z10'}]}, {'freq': 0.0, 'name': 'X1-Y7', 'children': [{'freq': 0.0, 'name': 'X1-Y7-Z1'}, {'freq': 0.0, 'name': 'X1-Y7-Z2'}, {'freq': 0.0, 'name': 'X1-Y7-Z3'}, {'freq': 0.0, 'name': 'X1-Y7-Z4'}, {'freq': 0.0, 'name': 'X1-Y7-Z5'}, {'freq': 0.0, 'name': 'X1-Y7-Z6'}, {'freq': 0.0, 'name': 'X1-Y7-Z7'}, {'freq': 0.0, 'name': 'X1-Y7-Z8'}, {'freq': 0.0, 'name': 'X1-Y7-Z9'}, {'freq': 0.0, 'name': 'X1-Y7-Z10'}]}, {'freq': 0.0, 'name': 'X1-Y8', 'children': [{'freq': 0.0, 'name': 'X1-Y8-Z1'}, {'freq': 0.0, 'name': 'X1-Y8-Z2'}, {'freq': 0.0, 'name': 'X1-Y8-Z3'}, {'freq': 0.0, 'name': 'X1-Y8-Z4'}, {'freq': 0.0, 'name': 'X1-Y8-Z5'}, {'freq': 0.0, 'name': 'X1-Y8-Z6'}, {'freq': 0.0, 'name': 'X1-Y8-Z7'}, {'freq': 0.0, 'name': 'X1-Y8-Z8'}, {'freq': 0.0, 'name': 'X1-Y8-Z9'}, {'freq': 0.0, 'name': 'X1-Y8-Z10'}]}, {'freq': 0.0, 'name': 'X1-Y9', 'children': [{'freq': 0.0, 'name': 'X1-Y9-Z1'}, {'freq': 0.0, 'name': 'X1-Y9-Z2'}, {'freq': 0.0, 'name': 'X1-Y9-Z3'}, {'freq': 0.0, 'name': 'X1-Y9-Z4'}, {'freq': 0.0, 'name': 'X1-Y9-Z5'}, {'freq': 0.0, 'name': 'X1-Y9-Z6'}, {'freq': 0.0, 'name': 'X1-Y9-Z7'}, {'freq': 0.0, 'name': 'X1-Y9-Z8'}, {'freq': 0.0, 'name': 'X1-Y9-Z9'}, {'freq': 0.0, 'name': 'X1-Y9-Z10'}]}, {'freq': 0.0, 'name': 'X1-Y10', 'children': [{'freq': 0.0, 'name': 'X1-Y10-Z1'}, {'freq': 0.0, 'name': 'X1-Y10-Z2'}, {'freq': 0.0, 'name': 'X1-Y10-Z3'}, {'freq': 0.0, 'name': 'X1-Y10-Z4'}, {'freq': 0.0, 'name': 'X1-Y10-Z5'}, {'freq': 0.0, 'name': 'X1-Y10-Z6'}, {'freq': 0.0, 'name': 'X1-Y10-Z7'}, {'freq': 0.0, 'name': 'X1-Y10-Z8'}, {'freq': 0.0, 'name': 'X1-Y10-Z9'}, {'freq': 0.0, 'name': 'X1-Y10-Z10'}]}]}, {'freq': 0.011299999999999999, 'name': 'X2', 'children': [{'freq': 0.0043, 'name': 'X2-Y1', 'children': [{'freq': 0.0019, 'name': 'X2-Y1-Z1'}, {'freq': 0.0016000000000000001, 'name': 'X2-Y1-Z2'}, {'freq': 0.00059999999999999995, 'name': 'X2-Y1-Z3'}, {'freq': 0.0001, 'name': 'X2-Y1-Z4'}, {'freq': 0.0, 'name': 'X2-Y1-Z5'}, {'freq': 0.0001, 'name': 'X2-Y1-Z6'}, {'freq': 0.0, 'name': 'X2-Y1-Z7'}, {'freq': 0.0, 'name': 'X2-Y1-Z8'}, {'freq': 0.0, 'name': 'X2-Y1-Z9'}, {'freq': 0.0, 'name': 'X2-Y1-Z10'}]}, {'freq': 0.0041000000000000003, 'name': 'X2-Y2', 'children': [{'freq': 0.0012999999999999999, 'name': 'X2-Y2-Z1'}, {'freq': 0.0015, 'name': 'X2-Y2-Z2'}, {'freq': 0.00080000000000000004, 'name': 'X2-Y2-Z3'}, {'freq': 0.00029999999999999997, 'name': 'X2-Y2-Z4'}, {'freq': 0.00020000000000000001, 'name': 'X2-Y2-Z5'}, {'freq': 0.0, 'name': 'X2-Y2-Z6'}, {'freq': 0.0, 'name': 'X2-Y2-Z7'}, {'freq': 0.0, 'name': 'X2-Y2-Z8'}, {'freq': 0.0, 'name': 'X2-Y2-Z9'}, {'freq': 0.0, 'name': 'X2-Y2-Z10'}]}, {'freq': 0.0022000000000000001, 'name': 'X2-Y3', 'children': [{'freq': 0.00089999999999999998, 'name': 'X2-Y3-Z1'}, {'freq': 0.00059999999999999995, 'name': 'X2-Y3-Z2'}, {'freq': 0.00040000000000000002, 'name': 'X2-Y3-Z3'}, {'freq': 0.00029999999999999997, 'name': 'X2-Y3-Z4'}, {'freq': 0.0, 'name': 'X2-Y3-Z5'}, {'freq': 0.0, 'name': 'X2-Y3-Z6'}, {'freq': 0.0, 'name': 'X2-Y3-Z7'}, {'freq': 0.0, 'name': 'X2-Y3-Z8'}, {'freq': 0.0, 'name': 'X2-Y3-Z9'}, {'freq': 0.0, 'name': 'X2-Y3-Z10'}]}, {'freq': 0.00050000000000000001, 'name': 'X2-Y4', 'children': [{'freq': 0.0, 'name': 'X2-Y4-Z1'}, {'freq': 0.00029999999999999997, 'name': 'X2-Y4-Z2'}, {'freq': 0.0001, 'name': 'X2-Y4-Z3'}, {'freq': 0.0, 'name': 'X2-Y4-Z4'}, {'freq': 0.0, 'name': 'X2-Y4-Z5'}, {'freq': 0.0001, 'name': 'X2-Y4-Z6'}, {'freq': 0.0, 'name': 'X2-Y4-Z7'}, {'freq': 0.0, 'name': 'X2-Y4-Z8'}, {'freq': 0.0, 'name': 'X2-Y4-Z9'}, {'freq': 0.0, 'name': 'X2-Y4-Z10'}]}, {'freq': 0.0001, 'name': 'X2-Y5', 'children': [{'freq': 0.0, 'name': 'X2-Y5-Z1'}, {'freq': 0.0, 'name': 'X2-Y5-Z2'}, {'freq': 0.0001, 'name': 'X2-Y5-Z3'}, {'freq': 0.0, 'name': 'X2-Y5-Z4'}, {'freq': 0.0, 'name': 'X2-Y5-Z5'}, {'freq': 0.0, 'name': 'X2-Y5-Z6'}, {'freq': 0.0, 'name': 'X2-Y5-Z7'}, {'freq': 0.0, 'name': 'X2-Y5-Z8'}, {'freq': 0.0, 'name': 'X2-Y5-Z9'}, {'freq': 0.0, 'name': 'X2-Y5-Z10'}]}, {'freq': 0.0, 'name': 'X2-Y6', 'children': [{'freq': 0.0, 'name': 'X2-Y6-Z1'}, {'freq': 0.0, 'name': 'X2-Y6-Z2'}, {'freq': 0.0, 'name': 'X2-Y6-Z3'}, {'freq': 0.0, 'name': 'X2-Y6-Z4'}, {'freq': 0.0, 'name': 'X2-Y6-Z5'}, {'freq': 0.0, 'name': 'X2-Y6-Z6'}, {'freq': 0.0, 'name': 'X2-Y6-Z7'}, {'freq': 0.0, 'name': 'X2-Y6-Z8'}, {'freq': 0.0, 'name': 'X2-Y6-Z9'}, {'freq': 0.0, 'name': 'X2-Y6-Z10'}]}, {'freq': 0.0001, 'name': 'X2-Y7', 'children': [{'freq': 0.0, 'name': 'X2-Y7-Z1'}, {'freq': 0.0, 'name': 'X2-Y7-Z2'}, {'freq': 0.0, 'name': 'X2-Y7-Z3'}, {'freq': 0.0001, 'name': 'X2-Y7-Z4'}, {'freq': 0.0, 'name': 'X2-Y7-Z5'}, {'freq': 0.0, 'name': 'X2-Y7-Z6'}, {'freq': 0.0, 'name': 'X2-Y7-Z7'}, {'freq': 0.0, 'name': 'X2-Y7-Z8'}, {'freq': 0.0, 'name': 'X2-Y7-Z9'}, {'freq': 0.0, 'name': 'X2-Y7-Z10'}]}, {'freq': 0.0, 'name': 'X2-Y8', 'children': [{'freq': 0.0, 'name': 'X2-Y8-Z1'}, {'freq': 0.0, 'name': 'X2-Y8-Z2'}, {'freq': 0.0, 'name': 'X2-Y8-Z3'}, {'freq': 0.0, 'name': 'X2-Y8-Z4'}, {'freq': 0.0, 'name': 'X2-Y8-Z5'}, {'freq': 0.0, 'name': 'X2-Y8-Z6'}, {'freq': 0.0, 'name': 'X2-Y8-Z7'}, {'freq': 0.0, 'name': 'X2-Y8-Z8'}, {'freq': 0.0, 'name': 'X2-Y8-Z9'}, {'freq': 0.0, 'name': 'X2-Y8-Z10'}]}, {'freq': 0.0, 'name': 'X2-Y9', 'children': [{'freq': 0.0, 'name': 'X2-Y9-Z1'}, {'freq': 0.0, 'name': 'X2-Y9-Z2'}, {'freq': 0.0, 'name': 'X2-Y9-Z3'}, {'freq': 0.0, 'name': 'X2-Y9-Z4'}, {'freq': 0.0, 'name': 'X2-Y9-Z5'}, {'freq': 0.0, 'name': 'X2-Y9-Z6'}, {'freq': 0.0, 'name': 'X2-Y9-Z7'}, {'freq': 0.0, 'name': 'X2-Y9-Z8'}, {'freq': 0.0, 'name': 'X2-Y9-Z9'}, {'freq': 0.0, 'name': 'X2-Y9-Z10'}]}, {'freq': 0.0, 'name': 'X2-Y10', 'children': [{'freq': 0.0, 'name': 'X2-Y10-Z1'}, {'freq': 0.0, 'name': 'X2-Y10-Z2'}, {'freq': 0.0, 'name': 'X2-Y10-Z3'}, {'freq': 0.0, 'name': 'X2-Y10-Z4'}, {'freq': 0.0, 'name': 'X2-Y10-Z5'}, {'freq': 0.0, 'name': 'X2-Y10-Z6'}, {'freq': 0.0, 'name': 'X2-Y10-Z7'}, {'freq': 0.0, 'name': 'X2-Y10-Z8'}, {'freq': 0.0, 'name': 'X2-Y10-Z9'}, {'freq': 0.0, 'name': 'X2-Y10-Z10'}]}]}, {'freq': 0.038300000000000001, 'name': 'X3', 'children': [{'freq': 0.0143, 'name': 'X3-Y1', 'children': [{'freq': 0.0058999999999999999, 'name': 'X3-Y1-Z1'}, {'freq': 0.0054999999999999997, 'name': 'X3-Y1-Z2'}, {'freq': 0.0016000000000000001, 'name': 'X3-Y1-Z3'}, {'freq': 0.00089999999999999998, 'name': 'X3-Y1-Z4'}, {'freq': 0.0, 'name': 'X3-Y1-Z5'}, {'freq': 0.00020000000000000001, 'name': 'X3-Y1-Z6'}, {'freq': 0.0001, 'name': 'X3-Y1-Z7'}, {'freq': 0.0001, 'name': 'X3-Y1-Z8'}, {'freq': 0.0, 'name': 'X3-Y1-Z9'}, {'freq': 0.0, 'name': 'X3-Y1-Z10'}]}, {'freq': 0.014999999999999999, 'name': 'X3-Y2', 'children': [{'freq': 0.0057999999999999996, 'name': 'X3-Y2-Z1'}, {'freq': 0.0051999999999999998, 'name': 'X3-Y2-Z2'}, {'freq': 0.0025999999999999999, 'name': 'X3-Y2-Z3'}, {'freq': 0.0011999999999999999, 'name': 'X3-Y2-Z4'}, {'freq': 0.00020000000000000001, 'name': 'X3-Y2-Z5'}, {'freq': 0.0, 'name': 'X3-Y2-Z6'}, {'freq': 0.0, 'name': 'X3-Y2-Z7'}, {'freq': 0.0, 'name': 'X3-Y2-Z8'}, {'freq': 0.0, 'name': 'X3-Y2-Z9'}, {'freq': 0.0, 'name': 'X3-Y2-Z10'}]}, {'freq': 0.0060000000000000001, 'name': 'X3-Y3', 'children': [{'freq': 0.0028999999999999998, 'name': 'X3-Y3-Z1'}, {'freq': 0.002, 'name': 'X3-Y3-Z2'}, {'freq': 0.00069999999999999999, 'name': 'X3-Y3-Z3'}, {'freq': 0.0, 'name': 'X3-Y3-Z4'}, {'freq': 0.00029999999999999997, 'name': 'X3-Y3-Z5'}, {'freq': 0.0001, 'name': 'X3-Y3-Z6'}, {'freq': 0.0, 'name': 'X3-Y3-Z7'}, {'freq': 0.0, 'name': 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'X9-Y6-Z8'}, {'freq': 0.0, 'name': 'X9-Y6-Z9'}, {'freq': 0.0, 'name': 'X9-Y6-Z10'}]}, {'freq': 0.0, 'name': 'X9-Y7', 'children': [{'freq': 0.0, 'name': 'X9-Y7-Z1'}, {'freq': 0.0, 'name': 'X9-Y7-Z2'}, {'freq': 0.0, 'name': 'X9-Y7-Z3'}, {'freq': 0.0, 'name': 'X9-Y7-Z4'}, {'freq': 0.0, 'name': 'X9-Y7-Z5'}, {'freq': 0.0, 'name': 'X9-Y7-Z6'}, {'freq': 0.0, 'name': 'X9-Y7-Z7'}, {'freq': 0.0, 'name': 'X9-Y7-Z8'}, {'freq': 0.0, 'name': 'X9-Y7-Z9'}, {'freq': 0.0, 'name': 'X9-Y7-Z10'}]}, {'freq': 0.0, 'name': 'X9-Y8', 'children': [{'freq': 0.0, 'name': 'X9-Y8-Z1'}, {'freq': 0.0, 'name': 'X9-Y8-Z2'}, {'freq': 0.0, 'name': 'X9-Y8-Z3'}, {'freq': 0.0, 'name': 'X9-Y8-Z4'}, {'freq': 0.0, 'name': 'X9-Y8-Z5'}, {'freq': 0.0, 'name': 'X9-Y8-Z6'}, {'freq': 0.0, 'name': 'X9-Y8-Z7'}, {'freq': 0.0, 'name': 'X9-Y8-Z8'}, {'freq': 0.0, 'name': 'X9-Y8-Z9'}, {'freq': 0.0, 'name': 'X9-Y8-Z10'}]}, {'freq': 0.0, 'name': 'X9-Y9', 'children': [{'freq': 0.0, 'name': 'X9-Y9-Z1'}, {'freq': 0.0, 'name': 'X9-Y9-Z2'}, {'freq': 0.0, 'name': 'X9-Y9-Z3'}, {'freq': 0.0, 'name': 'X9-Y9-Z4'}, {'freq': 0.0, 'name': 'X9-Y9-Z5'}, {'freq': 0.0, 'name': 'X9-Y9-Z6'}, {'freq': 0.0, 'name': 'X9-Y9-Z7'}, {'freq': 0.0, 'name': 'X9-Y9-Z8'}, {'freq': 0.0, 'name': 'X9-Y9-Z9'}, {'freq': 0.0, 'name': 'X9-Y9-Z10'}]}, {'freq': 0.0, 'name': 'X9-Y10', 'children': [{'freq': 0.0, 'name': 'X9-Y10-Z1'}, {'freq': 0.0, 'name': 'X9-Y10-Z2'}, {'freq': 0.0, 'name': 'X9-Y10-Z3'}, {'freq': 0.0, 'name': 'X9-Y10-Z4'}, {'freq': 0.0, 'name': 'X9-Y10-Z5'}, {'freq': 0.0, 'name': 'X9-Y10-Z6'}, {'freq': 0.0, 'name': 'X9-Y10-Z7'}, {'freq': 0.0, 'name': 'X9-Y10-Z8'}, {'freq': 0.0, 'name': 'X9-Y10-Z9'}, {'freq': 0.0, 'name': 'X9-Y10-Z10'}]}]}, {'freq': 0.0037000000000000002, 'name': 'X10', 'children': [{'freq': 0.0012999999999999999, 'name': 'X10-Y1', 'children': [{'freq': 0.00080000000000000004, 'name': 'X10-Y1-Z1'}, {'freq': 0.00029999999999999997, 'name': 'X10-Y1-Z2'}, {'freq': 0.00020000000000000001, 'name': 'X10-Y1-Z3'}, {'freq': 0.0, 'name': 'X10-Y1-Z4'}, {'freq': 0.0, 'name': 'X10-Y1-Z5'}, {'freq': 0.0, 'name': 'X10-Y1-Z6'}, {'freq': 0.0, 'name': 'X10-Y1-Z7'}, {'freq': 0.0, 'name': 'X10-Y1-Z8'}, {'freq': 0.0, 'name': 'X10-Y1-Z9'}, {'freq': 0.0, 'name': 'X10-Y1-Z10'}]}, {'freq': 0.0019, 'name': 'X10-Y2', 'children': [{'freq': 0.00089999999999999998, 'name': 'X10-Y2-Z1'}, {'freq': 0.00069999999999999999, 'name': 'X10-Y2-Z2'}, {'freq': 0.0, 'name': 'X10-Y2-Z3'}, {'freq': 0.00020000000000000001, 'name': 'X10-Y2-Z4'}, {'freq': 0.0, 'name': 'X10-Y2-Z5'}, {'freq': 0.0001, 'name': 'X10-Y2-Z6'}, {'freq': 0.0, 'name': 'X10-Y2-Z7'}, {'freq': 0.0, 'name': 'X10-Y2-Z8'}, {'freq': 0.0, 'name': 'X10-Y2-Z9'}, {'freq': 0.0, 'name': 'X10-Y2-Z10'}]}, {'freq': 0.00029999999999999997, 'name': 'X10-Y3', 'children': [{'freq': 0.0, 'name': 'X10-Y3-Z1'}, {'freq': 0.0001, 'name': 'X10-Y3-Z2'}, {'freq': 0.0, 'name': 'X10-Y3-Z3'}, {'freq': 0.00020000000000000001, 'name': 'X10-Y3-Z4'}, {'freq': 0.0, 'name': 'X10-Y3-Z5'}, {'freq': 0.0, 'name': 'X10-Y3-Z6'}, {'freq': 0.0, 'name': 'X10-Y3-Z7'}, {'freq': 0.0, 'name': 'X10-Y3-Z8'}, {'freq': 0.0, 'name': 'X10-Y3-Z9'}, {'freq': 0.0, 'name': 'X10-Y3-Z10'}]}, {'freq': 0.0, 'name': 'X10-Y4', 'children': [{'freq': 0.0, 'name': 'X10-Y4-Z1'}, {'freq': 0.0, 'name': 'X10-Y4-Z2'}, {'freq': 0.0, 'name': 'X10-Y4-Z3'}, {'freq': 0.0, 'name': 'X10-Y4-Z4'}, {'freq': 0.0, 'name': 'X10-Y4-Z5'}, {'freq': 0.0, 'name': 'X10-Y4-Z6'}, {'freq': 0.0, 'name': 'X10-Y4-Z7'}, {'freq': 0.0, 'name': 'X10-Y4-Z8'}, {'freq': 0.0, 'name': 'X10-Y4-Z9'}, {'freq': 0.0, 'name': 'X10-Y4-Z10'}]}, {'freq': 0.0, 'name': 'X10-Y5', 'children': [{'freq': 0.0, 'name': 'X10-Y5-Z1'}, {'freq': 0.0, 'name': 'X10-Y5-Z2'}, {'freq': 0.0, 'name': 'X10-Y5-Z3'}, {'freq': 0.0, 'name': 'X10-Y5-Z4'}, {'freq': 0.0, 'name': 'X10-Y5-Z5'}, {'freq': 0.0, 'name': 'X10-Y5-Z6'}, {'freq': 0.0, 'name': 'X10-Y5-Z7'}, {'freq': 0.0, 'name': 'X10-Y5-Z8'}, {'freq': 0.0, 'name': 'X10-Y5-Z9'}, {'freq': 0.0, 'name': 'X10-Y5-Z10'}]}, {'freq': 0.00020000000000000001, 'name': 'X10-Y6', 'children': [{'freq': 0.0, 'name': 'X10-Y6-Z1'}, {'freq': 0.0, 'name': 'X10-Y6-Z2'}, {'freq': 0.0001, 'name': 'X10-Y6-Z3'}, {'freq': 0.0001, 'name': 'X10-Y6-Z4'}, {'freq': 0.0, 'name': 'X10-Y6-Z5'}, {'freq': 0.0, 'name': 'X10-Y6-Z6'}, {'freq': 0.0, 'name': 'X10-Y6-Z7'}, {'freq': 0.0, 'name': 'X10-Y6-Z8'}, {'freq': 0.0, 'name': 'X10-Y6-Z9'}, {'freq': 0.0, 'name': 'X10-Y6-Z10'}]}, {'freq': 0.0, 'name': 'X10-Y7', 'children': [{'freq': 0.0, 'name': 'X10-Y7-Z1'}, {'freq': 0.0, 'name': 'X10-Y7-Z2'}, {'freq': 0.0, 'name': 'X10-Y7-Z3'}, {'freq': 0.0, 'name': 'X10-Y7-Z4'}, {'freq': 0.0, 'name': 'X10-Y7-Z5'}, {'freq': 0.0, 'name': 'X10-Y7-Z6'}, {'freq': 0.0, 'name': 'X10-Y7-Z7'}, {'freq': 0.0, 'name': 'X10-Y7-Z8'}, {'freq': 0.0, 'name': 'X10-Y7-Z9'}, {'freq': 0.0, 'name': 'X10-Y7-Z10'}]}, {'freq': 0.0, 'name': 'X10-Y8', 'children': [{'freq': 0.0, 'name': 'X10-Y8-Z1'}, {'freq': 0.0, 'name': 'X10-Y8-Z2'}, {'freq': 0.0, 'name': 'X10-Y8-Z3'}, {'freq': 0.0, 'name': 'X10-Y8-Z4'}, {'freq': 0.0, 'name': 'X10-Y8-Z5'}, {'freq': 0.0, 'name': 'X10-Y8-Z6'}, {'freq': 0.0, 'name': 'X10-Y8-Z7'}, {'freq': 0.0, 'name': 'X10-Y8-Z8'}, {'freq': 0.0, 'name': 'X10-Y8-Z9'}, {'freq': 0.0, 'name': 'X10-Y8-Z10'}]}, {'freq': 0.0, 'name': 'X10-Y9', 'children': [{'freq': 0.0, 'name': 'X10-Y9-Z1'}, {'freq': 0.0, 'name': 'X10-Y9-Z2'}, {'freq': 0.0, 'name': 'X10-Y9-Z3'}, {'freq': 0.0, 'name': 'X10-Y9-Z4'}, {'freq': 0.0, 'name': 'X10-Y9-Z5'}, {'freq': 0.0, 'name': 'X10-Y9-Z6'}, {'freq': 0.0, 'name': 'X10-Y9-Z7'}, {'freq': 0.0, 'name': 'X10-Y9-Z8'}, {'freq': 0.0, 'name': 'X10-Y9-Z9'}, {'freq': 0.0, 'name': 'X10-Y9-Z10'}]}, {'freq': 0.0, 'name': 'X10-Y10', 'children': [{'freq': 0.0, 'name': 'X10-Y10-Z1'}, {'freq': 0.0, 'name': 'X10-Y10-Z2'}, {'freq': 0.0, 'name': 'X10-Y10-Z3'}, {'freq': 0.0, 'name': 'X10-Y10-Z4'}, {'freq': 0.0, 'name': 'X10-Y10-Z5'}, {'freq': 0.0, 'name': 'X10-Y10-Z6'}, {'freq': 0.0, 'name': 'X10-Y10-Z7'}, {'freq': 0.0, 'name': 'X10-Y10-Z8'}, {'freq': 0.0, 'name': 'X10-Y10-Z9'}, {'freq': 0.0, 'name': 'X10-Y10-Z10'}]}]}]}
Done printing tree JSON to file.

















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Content source: charlesreid1/dang-sunburst

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