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MultiD_Plots_Methods.py
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MultiD_Plots_Methods.py
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#!/usr/bin/env python
#-*- coding: utf-8 -*-
from pandas.tools.plotting import parallel_coordinates
from pandas.tools.plotting import radviz
from pandas.tools.plotting import andrews_curves
def prepare_panel():
return
def Evt_Multi_D_Parellel_Plot(self, event):
page = self.New_Tab.GetSelection()
panel = self.New_Tab.GetPage(page)
self.selected_checkbox()
panel.canvas.figure.clf()
data_list = list()
for variable in self.selected_checkboxes:
data_list.append(variable[1])
data_list.append("customer_number")
data = self.data[data_list][self.minimum: self.maximum]
ax = parallel_coordinates(data, "customer_number")
for direction in ["left", "right", "top", "bottom"]:
ax.spines[direction].set_color("none")
panel.canvas.draw()
return
def Evt_Multi_D_Radviz_Plot(self, event):
page = self.New_Tab.GetSelection()
panel = self.New_Tab.GetPage(page)
self.selected_checkbox()
panel.canvas.figure.clf()
data_list = list()
for variable in self.selected_checkboxes:
data_list.append(variable[1])
data_list.append("customer_number")
data = self.data[data_list][self.minimum: self.maximum]
radviz(data, "customer_number")
panel.canvas.draw()
return
def Evt_Multi_D_Andrew_Plot(self, event):
page = self.New_Tab.GetSelection()
panel = self.New_Tab.GetPage(page)
self.selected_checkbox()
panel.canvas.figure.clf()
data_list = list()
for variable in self.selected_checkboxes:
data_list.append(variable[1])
data_list.append("customer_number")
data = self.data[data_list][self.minimum: self.maximum]
ax= andrews_curves(data, "customer_number")
for direction in ["left", "right", "top", "bottom"]:
ax.spines[direction].set_color("none")
panel.canvas.draw()
return