我正在尝试比较2个数据集的直方图。我有一个Pandas数据框，其中包含3列：用户名（已清除匿名）、一系列时间频率数据列表和类型列。
我的目标是制作一个分组直方图，目的是在每个直方图柱中比较2种不同类型，但我希望每个比较条都是表示每个用户贡献的堆叠条。

import pandas
import ast
generic = lambda x: ast.literal_eval(x)
aa=pd.read_csv('Data/aa.csv', header=0, names=('middle', 'name', 'type'), converters={'middle':generic, 'type':np.int64})

我已经能够得到每种类型的堆叠条形图（没有类型之间的比较）：

plt.hist(aa[aa['type']==1]['middle'], stacked=True, bins=24) #24 bins correspond to hours, this is time frequency data
plt.title("type 1 stacked bar")
plt.show()
plt.hist(aa[aa['type']==2]['middle'], stacked=True, bins=24)
plt.title("type 2 stacked bar")
plt.show()

第一节第一节第一节第一节第一次
我还能够比较这两种类型（没有条形图堆叠）：

aa2 = aa.explode('middle', ignore_index=True)
plt.hist((aa2[aa2['type']==1]['middle'],(aa2[aa2['type']==2]['middle'])), bins=24)
plt.title('type 1 vs type 2 stacked bar')
plt.show()

我的目标是把最后一张图中的橙色和蓝色换成上面两张图中的颜色。我不打算追踪哪个用户在哪里做了贡献--我试图捕捉的主要是为某个特定酒吧做贡献的不同用户的数量。考虑到这一点，我认为如果可能的话，给类型1和类型2一个整体的调色板也会很好。
我以前的尝试如下：
一个三个三个一个
以及：

plt.hist(x=(aa2[aa2['type']==1]['middle'], aa2[aa2['type']==2]['middle']), \
         stacked=True, bins=24)
plt.show()

我认为我的两个前进的方式是以某种方式缝合在一起的前2个直方图（不知道如何），或以某种方式着色的第三个直方图使用的数据从前2个（再次，不知道如何）。
我也欢迎其他方式来展示这些数据!欢迎任何想法或建议。

数据

aa.csv文件链接在pastebin上：https://pastebin.com/DjLD0vbk
以下是数据的一个子集（符合问题）。

middle,name,type
"[8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.25, 10.75, 10.625, 10.875, 16.75, 9.25, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75, 8.75]",0,1
"[8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 8.125, 7.875, 8.125]",1,1
"[10.25, 11.25, 6.25, 14.5, 6.75, 8.5, 8.5, 10.875, 16.5, 15.5, 10.0, 15.5, 12.5, 7.75, 9.25, 5.5, 9.75, 10.25, 5.75, 16.125, 8.5, 10.75, 7.5, 13.25, 9.125, 9.0, 7.0, 7.875, 11.0, 15.5, 6.75, 9.75, 11.0, 8.5, 8.125, 17.375, 7.125, 11.0, 15.5, 9.75, 15.25, 12.25, 10.5, 13.25, 10.0, 9.0, 16.25, 12.5, 16.5, 6.625, 10.25, 7.5, 10.75, 12.25, 10.25, 9.25, 11.25, 11.75, 10.0, 10.875, 11.0, 9.75, 14.125, 12.375, 11.625, 10.0, 10.75, 17.0, 5.75, 13.375, 16.5, 6.5, 12.5, 10.625, 9.0, 10.625, 9.375, 10.625, 9.875, 16.5, 12.875, 7.75, 8.75, 8.5, 12.0, 17.75, 14.0, 9.25, 11.5, 13.0, 10.125, 14.125, 11.25, 10.5, 7.0, 10.375, 10.5, 9.25, 7.25, 13.25, 8.75, 9.5, 6.5, 10.0, 7.5, 16.5, 10.25, 10.125, 7.375, 14.25, 6.5, 13.0, 7.5, 14.5, 10.5, 11.375, 8.5, 10.25, 10.25, 18.0, 10.25, 8.25, 11.875, 8.5, 10.75, 10.25, 18.5, 16.5, 10.25, 13.0, 10.5, 9.0, 8.5, 8.375, 9.75, 12.75, 12.125]",2,1
"[18.875, 13.625, 14.25, 6.25, 6.0, 6.25, 22.875, 22.875, 21.875, 11.875, 13.125, 19.625, 9.25, 18.75, 13.125, 9.25, 16.75, 19.0, 13.125, 6.625, 18.75, 14.875, 9.25, 5.25, 5.25, 5.25, 7.5, 5.25, 18.5, 5.25, 5.5, 8.5, 13.125, 17.625, 13.125, 7.125, 4.375, 19.5, 9.25, 18.625, 9.25, 18.25, 9.25, 8.25, 19.5, 13.125, 19.375, 9.25, 18.5, 19.0, 7.875, 9.0, 12.0]",3,1
"[19.5, 19.5, 20.375, 19.5, 19.5, 19.5, 19.5, 19.5, 20.375, 20.5, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 20.375, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 20.375, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 20.375, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 20.375, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 20.375, 21.375, 19.125, 20.5, 20.5, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 20.375, 19.5, 19.5, 19.5, 19.5, 19.5, 19.5, 20.375, 19.5, 19.5, 19.5, 19.5, 19.5, 20.5, 20.5, 20.5, 20.25, 20.5, 20.875, 19.625, 20.25, 21.0, 20.25, 20.25, 20.75, 20.25, 20.25, 20.25, 20.25, 19.5, 20.25, 20.25, 19.125, 20.25, 20.25, 20.75, 19.5, 20.5, 20.5, 20.5, 20.5, 20.5, 20.5, 21.375, 22.0, 19.5, 20.5, 19.25, 20.25, 20.25, 19.25, 20.25, 20.25, 20.5, 20.25, 20.25, 20.25, 20.375, 20.25]",4,1
[17.75],5,1
"[12.5, 8.0, 13.5, 15.0, 15.75, 12.5, 12.5, 16.5, 14.0, 9.5, 12.5, 9.5, 10.5, 16.75, 13.25, 16.5, 15.5, 13.5]",6,1
"[8.75, 14.25, 8.75, 16.75, 16.75, 16.75, 8.75, 8.75, 16.75, 8.75, 16.75, 14.25, 8.75, 16.75, 8.75, 16.75, 14.25, 8.75, 16.75, 8.75, 16.75, 14.25, 14.25, 16.75, 8.75, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 8.75, 16.75, 8.75, 16.75, 14.25, 14.25, 14.25, 16.75, 14.25, 14.25, 14.25, 8.5, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 12.75, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 8.75, 16.75, 8.75, 16.75, 8.75, 16.75, 14.25, 14.25, 8.75, 16.75, 8.75, 16.75, 8.75, 16.75, 14.25, 14.75, 8.75, 16.75, 8.75, 14.25, 14.25, 8.75, 16.75, 8.75, 16.75, 14.25, 14.25, 8.75, 14.25, 16.75, 8.75, 16.75, 8.75, 16.75, 14.25, 14.25, 14.25, 14.25, 14.25, 12.375, 11.375, 17.25, 12.125, 7.0, 14.25, 15.0, 13.375, 9.375, 14.875, 7.0, 14.25, 19.75, 7.0, 13.375, 16.875, 18.625, 14.25, 14.75, 14.25, 14.75, 12.75, 7.0, 13.375, 6.75, 14.5, 6.75, 14.5, 15.625, 17.5, 7.25, 14.25, 13.375, 14.25, 7.0, 6.75, 14.5, 9.5, 16.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 16.75, 18.625, 19.625, 14.25, 14.25, 14.25, 8.75, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 14.25, 16.25, 11.625, 15.5, 10.875, 11.625, 15.375, 6.375, 6.375, 6.375, 6.375, 6.375, 6.375, 6.375, 7.0, 14.25, 17.375, 6.5, 14.25, 11.125, 15.0, 16.875, 14.5, 14.25, 10.875, 12.5, 13.625, 17.375, 15.0, 6.375, 6.375]",7,1
"[11.5, 20.5, 22.25, 18.625, 3.25, 1.25, 11.25, 20.25, 20.125, 18.75, 3.0, 1.125, 23.25, 21.75, 12.375, 17.125, 21.375, 22.125, 22.75, 16.75, 16.25, 14.75, 13.375, 20.25, 12.0, 1.875, 17.5, 0.5, 12.0, 0.75, 0.5, 23.0, 3.0, 20.375, 19.625, 12.0, 15.125, 1.25, 18.625, 14.375, 13.125, 12.25, 18.875, 3.25, 0.75, 23.125, 11.5, 16.875, 16.25, 16.375, 17.875, 6.5, 14.75, 9.0, 17.0, 10.0, 13.125, 11.875, 8.75, 7.75, 7.75, 7.5, 7.75, 15.5, 10.875, 17.25, 15.0, 7.75, 18.0, 11.75, 7.75, 7.75, 18.25, 7.5, 6.5, 7.75, 7.75, 9.375, 7.75, 19.25, 18.375, 11.875, 7.75, 18.5, 7.75, 17.75, 13.125, 9.125, 5.25, 6.0, 6.75, 16.25, 10.75, 16.5, 14.0, 14.625, 16.25, 7.125, 16.75, 7.0, 19.5, 19.375, 7.75, 6.0, 11.0, 19.25, 7.0, 18.75, 8.75, 14.125, 12.875, 10.75, 18.75, 17.25, 19.375, 17.875, 7.75, 6.5, 7.75, 18.0, 11.75, 8.0, 11.75, 18.5, 14.25, 12.75, 16.75, 11.75, 12.375, 14.0, 17.5, 13.75, 13.125, 14.25, 9.375, 17.5, 17.875, 17.5, 9.875, 19.75, 17.0, 12.5, 12.125, 17.375, 14.25, 12.125, 14.75, 17.75, 11.0, 2.5, 17.25, 15.25, 13.75, 11.5, 14.5, 2.5, 17.5, 17.625, 12.125, 17.625, 17.625, 14.5, 17.625, 15.75, 8.5, 9.5, 16.875, 18.0, 9.625, 17.875, 16.75, 9.75, 14.625, 12.875, 17.25, 9.25, 17.75, 9.875, 17.875, 9.75, 18.0, 16.5, 13.5, 16.25, 20.75, 18.25, 17.25, 12.375, 16.875, 13.125, 12.125, 17.375, 14.25, 12.75, 17.875, 13.25, 12.125, 17.875, 7.625, 12.5, 18.0, 10.25, 10.125, 17.5, 14.5, 17.875, 15.375, 11.375, 10.125, 18.125, 11.125, 2.5, 2.5, 2.5, 2.5, 11.0, 18.25, 12.875, 11.75, 19.0, 2.5, 16.375, 9.0, 10.125, 14.125, 9.0, 15.5, 2.5, 2.5, 20.875, 17.125, 17.75, 10.75, 14.75, 13.5, 16.75, 15.75, 18.75, 17.625, 15.25, 15.875, 15.875, 19.25, 10.875, 8.25, 8.125, 16.5, 15.75, 15.0, 18.875, 21.625, 8.0, 18.0, 20.625, 18.375, 13.875, 13.0, 18.625, 18.0, 17.0, 16.375, 10.25, 10.25, 22.25, 18.375, 20.25, 18.625, 20.625, 14.25, 11.25, 10.5, 16.125, 7.75, 6.5, 12.75, 11.25, 10.125, 8.125, 13.125, 11.625, 8.5, 20.25, 14.75, 7.75, 18.5, 16.875, 7.75, 15.375, 17.125, 9.5, 18.625, 7.625, 12.0, 16.25, 14.75, 10.75, 9.75, 7.5, 6.5, 17.875, 10.5, 15.0, 12.75, 10.75, 7.125, 20.25, 7.75, 17.375, 19.25, 18.25, 21.25, 18.75, 10.375, 9.5, 12.5, 11.25, 9.0, 18.375, 20.25, 17.75, 14.0, 12.625, 17.375, 15.25, 13.75, 12.5, 20.75, 10.75, 11.875, 14.0, 10.125, 10.75, 17.25, 15.375, 13.25, 7.625, 10.375, 8.125, 16.625, 17.875, 18.25, 17.625, 16.25, 12.875, 17.75, 14.5, 10.625, 17.5, 6.625, 16.75, 12.625, 11.625, 9.125, 21.5, 18.0, 12.375, 17.625, 12.0, 18.0, 17.75, 20.125, 17.875, 13.375, 6.75, 7.625, 10.75, 9.625, 8.25, 12.375, 17.5, 17.375, 17.625, 17.125, 12.5, 18.5, 17.5, 16.375, 14.75, 17.375, 10.25, 18.5, 17.5, 1.75]",8,1
"[14.5, 11.5, 11.5, 6.75, 14.5, 11.5, 11.5, 6.75, 6.75, 6.75, 14.5, 11.5, 11.5, 6.75, 14.5, 11.5, 11.5, 14.5, 14.5, 11.5, 11.5, 6.75, 14.5, 6.75, 14.5, 11.5, 11.5, 6.75, 6.75, 14.5, 11.5, 11.5, 6.75, 14.5, 11.5, 11.5, 6.75, 14.5, 6.75, 14.5, 11.5, 11.5, 6.75, 14.5, 11.5, 11.5, 6.75, 6.75, 14.5, 14.5, 11.5, 11.5, 14.5, 6.75, 14.5, 6.75, 11.5, 11.5, 6.75, 14.5, 11.5, 6.75, 14.5, 6.75, 14.5, 11.5, 11.5, 6.75, 14.5, 11.5, 11.5, 14.5, 6.75, 11.5, 11.5, 14.5, 6.75, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5]",9,1
"[18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 12.25, 18.5, 6.625, 11.625, 7.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 15.375, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 11.625, 18.5, 6.625, 12.25, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 12.25, 6.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 12.25, 6.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 12.625, 6.625, 18.5, 11.625, 7.625, 6.625, 12.25, 6.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 12.25, 18.5, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 7.625, 11.625, 18.5, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 12.25, 6.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 11.625, 7.625, 12.25, 11.625, 18.5, 11.625, 7.625, 12.25, 6.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 12.25, 6.625, 18.5, 11.625, 7.625, 7.625, 18.5, 6.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 12.25, 6.625, 18.5, 11.625, 7.625, 18.5, 11.625, 7.625, 18.5, 11.625]",10,1
"[19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 4.5, 19.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 19.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 4.5, 19.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 4.5, 4.5, 19.5, 19.5, 4.5, 19.5, 4.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 19.5, 4.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 4.5, 19.5, 4.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 4.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 19.5, 4.5, 4.5, 19.5, 4.5, 19.5, 4.5, 19.5, 19.5, 19.5, 4.5, 9.375, 19.5, 4.5, 14.5, 5.5, 19.5, 17.375, 4.5, 19.5, 17.5, 9.5, 6.75, 4.5, 19.5, 4.5]",11,1
"[6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 14.5, 6.75, 6.75, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 6.75, 6.75, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 14.5, 6.75, 14.5, 11.5, 6.75, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 6.75, 6.75, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 14.5, 14.5, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 6.75, 14.5, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 6.75, 6.75, 6.75, 14.5, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 6.75, 14.5, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5]",12,1
"[17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5, 17.5]",13,1
"[5.5, 8.0, 18.625, 5.75, 5.75, 6.375, 7.5, 6.375, 6.375, 6.375, 18.25, 5.0, 6.75, 5.5, 5.5, 5.625, 5.75, 5.625, 12.25, 7.0, 19.25, 7.25, 17.5, 19.0, 7.25, 17.5, 19.0, 7.125, 18.625, 7.5, 18.875, 7.0, 7.5, 5.75, 7.875, 6.0, 8.0, 7.0, 8.0]",14,1
"[4.875, 7.875, 4.875, 15.5, 4.875, 7.875, 7.875, 4.875, 15.5, 4.875, 13.125, 4.875, 7.875, 7.875, 4.875, 13.125, 4.875, 15.5, 4.875, 13.125, 4.875, 13.125, 4.875, 7.875, 7.875, 15.5, 4.875, 7.875, 7.875, 4.875, 15.5, 4.875, 7.875, 7.875, 4.875, 7.875, 7.875, 11.75, 10.25, 10.125, 8.75, 13.5, 7.75, 4.75, 7.5, 12.125, 7.625, 10.5, 7.625, 6.0, 5.25, 5.875, 4.75, 7.375, 7.75, 9.5, 8.75, 18.5, 4.75, 7.875, 16.75, 7.75, 4.875, 7.875, 4.875, 4.875, 15.5, 4.875, 4.875, 4.875, 7.875, 7.875, 4.875, 15.5, 5.0, 4.875, 4.875, 4.875, 7.875, 7.875, 5.5, 7.875, 8.875, 9.375, 8.875, 16.75, 5.25, 17.625, 4.75, 14.25, 10.75, 5.0, 14.25, 10.75, 5.0, 14.25, 10.75, 5.0, 5.25, 14.25, 10.75, 10.75, 5.0, 4.75, 14.25, 10.75, 5.0, 5.0, 14.25, 5.75, 5.125, 5.125, 8.0, 10.25, 4.75, 5.125, 17.875, 4.75, 10.875, 5.25, 16.25, 14.25, 5.0, 10.75, 5.0, 14.25, 10.75, 5.0, 14.25, 10.75, 5.0, 14.25, 10.75, 7.875, 4.875, 4.875, 4.875, 15.5, 4.875, 13.125, 4.875, 7.875, 7.875, 4.875, 13.125, 4.875, 15.5, 13.125, 13.125, 4.875, 13.125, 4.875, 7.875, 7.875, 4.875, 13.125, 4.875, 15.5, 4.875, 4.875, 4.875, 4.875, 7.875, 13.125, 4.875, 15.5, 4.875, 13.125, 4.875, 13.125, 4.875, 7.875, 7.875, 4.875, 13.125, 4.875, 15.5, 4.875, 13.125, 4.875, 13.125, 4.875, 7.875, 13.125, 13.125, 4.875, 4.875, 15.5, 4.875, 13.125, 4.875, 13.125, 4.875, 7.875, 7.875, 4.875, 13.125, 13.125, 13.125, 4.875, 13.125, 4.875, 11.25, 10.125, 9.625, 7.875, 4.875, 4.875, 15.5, 4.875, 4.875, 4.875, 4.875, 7.875, 7.875, 4.875, 13.125, 4.875, 15.5, 4.875, 13.125, 4.875, 13.125, 7.875, 7.875, 7.875, 4.875, 4.875, 15.5, 4.875, 13.125, 4.875, 13.125, 4.875, 7.875, 13.125]",15,1
"[7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 11.5, 7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 14.5, 7.875, 7.875, 7.875, 7.875, 7.875, 6.75, 7.875, 7.875, 7.875, 7.875, 7.75, 7.875, 17.5, 7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 14.5, 7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 7.875, 6.5, 8.0, 14.5, 10.5, 6.75, 7.875, 7.875, 7.375, 8.0, 7.375, 7.375, 9.125, 9.5]",16,1
"[11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5]",17,1
"[11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5]",18,1
"[5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125, 5.125]",19,1
"[8.875, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 20.875, 8.875, 14.5, 14.5, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 8.875, 20.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 14.5, 8.875, 20.875, 8.875, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 20.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 14.5, 8.875, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 20.875, 14.5, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 20.875, 14.5, 8.875, 20.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 8.875, 14.5, 20.875, 20.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 14.5, 8.875, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 20.875, 14.5, 8.875, 14.5, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 8.875, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5, 20.875, 14.5, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 8.875, 20.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 14.5, 8.875, 14.5, 20.875, 8.875, 20.875, 20.875, 14.5, 8.875, 20.875, 14.5, 8.875, 14.5, 8.875, 20.875, 14.5, 8.875, 20.875, 14.5]",20,2
"[14.5, 6.75, 14.5, 14.5, 6.75, 6.75, 14.5, 6.75, 6.75, 14.5, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75]",21,2
"[8.375, 6.625, 9.25, 9.25, 14.25, 8.25, 6.625, 9.25, 8.375, 8.25, 6.625, 10.875, 8.375, 10.75, 8.375, 8.25, 8.25, 6.625, 8.375, 8.25, 6.625, 8.375, 6.625, 8.25, 8.25, 9.25, 9.25, 8.25, 9.25, 7.75, 8.375, 6.625, 6.625, 9.25, 8.25, 6.625, 8.375, 8.375, 10.25, 6.625, 8.25, 8.375, 9.25, 9.25, 9.25, 6.625, 9.25, 18.0, 7.25, 8.25, 9.25, 7.75, 18.0, 8.25, 9.25, 7.25, 9.25, 9.25, 8.25, 7.75, 18.0, 8.25, 9.25, 9.25, 7.75, 9.25, 9.25, 9.25, 7.25, 8.25, 18.0, 7.75, 9.25, 9.25, 7.25, 9.25, 8.25, 18.0, 7.75, 9.25, 8.25, 9.25, 18.0, 9.25, 9.25, 7.25, 9.25, 9.25, 7.75, 18.0, 8.25, 9.25, 9.25, 7.25, 9.25, 7.75, 18.0, 8.25, 9.25, 7.25, 9.25, 8.25, 18.0, 7.75, 9.25, 9.25, 9.25, 7.25, 9.25, 8.25, 18.0, 7.75, 9.25, 9.25, 9.25, 7.25, 8.25, 9.25, 7.25, 9.25, 9.25, 7.75, 18.0, 8.25, 9.25, 9.25, 9.25, 9.25, 9.25, 7.75, 18.0, 8.25, 9.25, 9.25, 7.25, 9.25, 8.25, 9.25, 9.25, 18.0, 7.75, 9.25, 7.25, 9.25, 18.0, 7.75, 9.25, 9.25, 9.25, 7.25, 7.25, 9.25, 18.0, 18.0, 18.0, 8.25, 9.25, 7.25, 9.25, 7.75, 8.25, 9.25, 9.25, 7.25, 9.25, 9.25, 9.25, 7.75, 7.75, 9.25, 9.25, 9.25, 7.25, 9.25, 8.25, 18.0, 7.75, 9.25, 9.25, 9.25, 7.25, 9.25, 8.25, 18.0, 7.75]",22,2
"[19.375, 19.375, 19.375, 19.375, 19.375, 19.375, 19.375, 19.375, 19.375, 19.375, 19.375, 19.375, 19.375, 19.375, 10.375, 10.375, 10.375, 19.75, 19.375]",23,2
"[8.0, 17.5, 17.75, 10.5, 14.5, 16.75, 11.0, 18.5, 17.25, 17.25, 17.25, 16.0, 17.25, 17.25, 17.25, 17.25, 17.25, 17.25, 17.25, 17.25, 17.25, 17.25, 17.25, 17.25, 17.25, 17.25, 17.25, 17.25]",24,2
"[17.25, 20.0, 16.625, 12.5, 19.5, 15.75, 14.125, 21.0, 15.0, 10.75, 15.5, 11.25, 14.5, 22.0, 19.0, 10.75, 13.5, 14.25, 19.25, 16.25, 12.75, 10.25, 19.25, 10.875, 17.25, 12.0, 19.5, 16.75, 14.0, 21.0, 9.5, 20.5, 12.0, 20.25, 14.5, 14.875, 10.75, 11.5, 18.5, 13.5, 10.75, 10.75, 22.0, 19.75, 20.0, 10.75, 20.5, 13.5, 20.75, 14.0, 22.5, 22.5, 0.25, 20.625, 11.125, 19.875, 10.5, 11.0, 20.5, 19.25, 14.875, 20.0, 11.25, 14.125, 13.0, 15.375, 20.5, 13.0, 17.25, 21.25, 8.0, 14.25, 11.625, 21.25, 20.125, 19.625, 11.75, 10.75, 16.625, 2.25, 17.25, 12.5, 19.0, 16.0, 11.0, 19.5, 14.5, 14.625, 17.0, 22.5, 17.375, 21.25, 10.625, 21.5, 14.625, 9.75, 13.25, 21.5, 11.0, 18.0, 21.0, 18.0, 15.25, 21.5, 12.5, 20.375, 9.75, 12.25, 21.5, 15.125, 21.25, 11.75, 10.75, 12.25, 13.25, 15.125, 21.0, 0.25, 10.875, 9.75, 7.25, 21.5, 21.75, 9.75, 21.0, 11.375, 14.5, 21.0, 17.0, 19.0, 21.25, 10.75, 14.875, 21.5, 13.25, 18.5, 21.5, 10.0, 21.625, 11.0, 20.75, 15.25, 13.25, 20.25, 11.5, 15.5, 20.75, 13.5]",25,2
"[14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5]",26,2
"[19.5, 19.5, 19.25, 19.5, 19.5, 19.5, 19.5, 19.25, 19.5, 19.5, 19.5, 19.25, 19.5, 19.5, 19.5, 19.5, 19.25, 19.5, 19.5, 19.5, 19.5, 19.25, 19.5, 19.5, 19.5, 19.5, 19.25, 19.5]",27,2
"[20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 20.25, 8.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25, 8.25, 20.25]",28,2
"[9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 22.125, 9.5, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 8.5, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 10.375, 19.25, 8.5, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 9.5, 22.125, 22.125, 10.375, 9.5, 8.5, 8.5, 8.5, 8.5, 8.5, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 10.375, 10.375, 19.25, 10.375, 22.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 19.25, 19.25, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 10.375, 10.375, 19.25, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 9.875, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 10.375, 19.25, 19.25, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 15.5, 10.375, 11.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 19.25, 19.25, 19.5, 19.25, 10.375, 19.25, 10.375, 8.5, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 10.375, 19.25, 8.5, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 8.5, 19.25, 10.375, 10.375, 10.375, 20.625, 19.25, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 10.375, 19.25, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 8.5, 9.375, 10.375, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 8.5, 8.5, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 19.25, 19.25, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 10.375, 19.25, 9.125, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 22.625, 19.25, 10.375, 19.25, 10.375, 17.875, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 11.5, 9.375, 17.875, 8.875, 19.25, 19.25, 10.375, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 19.25, 10.375, 10.375, 13.5, 19.25, 17.0, 10.375, 19.25, 16.0, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 10.375, 10.875, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 22.5, 19.25, 10.375, 16.5, 10.375, 19.25, 19.25, 10.375, 19.25, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 14.5, 10.125, 19.25, 10.375, 19.25, 10.375, 19.25, 19.25, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 10.375, 10.375, 19.25, 10.375, 23.125, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 13.25, 8.875, 19.25, 19.25, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25, 10.375, 19.25]",29,2
"[20.5, 16.25, 19.5, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125, 20.125]",30,2
"[15.25, 11.5, 19.5, 15.25, 11.5, 19.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5, 11.5]",31,2
"[12.75, 22.5, 22.5, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 12.75, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 22.5, 12.75, 16.75, 12.75, 16.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 22.5, 16.75, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 22.5, 16.75, 12.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 16.75, 12.75, 22.5, 12.75, 16.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 22.5, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 16.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 22.5, 12.75, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5, 12.75, 16.75, 22.5]",32,2
"[6.75, 14.5, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 14.5, 6.75, 11.5, 6.75, 14.5]",33,2
"[8.0, 7.125, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 7.125, 7.125, 8.0, 8.0, 6.75, 14.5, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0]",34,2