1142 lines
2.0 MiB (Stored with Git LFS)
Executable File
1142 lines
2.0 MiB (Stored with Git LFS)
Executable File
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "bd428795-600f-4982-93b6-e94b64127617",
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"metadata": {},
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"source": [
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"# XRD Comparison Graph"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3799,
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"id": "aa875ff8-be1d-496f-8c0e-cbd3f493e301",
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"metadata": {
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"jupyter": {
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"source_hidden": true
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}
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},
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"outputs": [],
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"source": [
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"# Import libraries\n",
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"import matplotlib.pyplot as plt\n",
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"import pandas as pd\n",
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"import numpy as np"
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]
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},
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{
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"cell_type": "markdown",
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"id": "d3bc9442-fae2-4c60-8767-1b63a289d534",
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"metadata": {},
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"source": [
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"XRD Data was extracted from graph. Peaks correspond to the presence of phases, with the chemical composition linked to some known database. We're looking at chemical compositions involving chromium, tungsten, molybdenum, and carbon. \n",
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"\n",
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"XRD Data is stores in excel file, in separate sheets. The pandas library allows us to import data from these sheets easily."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3800,
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"id": "e3867299-ba2f-4504-ad30-d7e1446a13c9",
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"metadata": {
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"jupyter": {
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"source_hidden": true
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}
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},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>2theta</th>\n",
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" <th>intensity</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>count</th>\n",
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" <td>5251.000000</td>\n",
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" <td>5251.000000</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>mean</th>\n",
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" <td>57.500000</td>\n",
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" <td>23.642735</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>std</th>\n",
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" <td>30.319549</td>\n",
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" <td>33.934569</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>min</th>\n",
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" <td>5.000000</td>\n",
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" <td>0.000000</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>25%</th>\n",
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" <td>31.250000</td>\n",
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" <td>11.000000</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>50%</th>\n",
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" <td>57.500000</td>\n",
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" <td>17.000000</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>75%</th>\n",
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" <td>83.750000</td>\n",
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" <td>24.000000</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>max</th>\n",
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" <td>110.000000</td>\n",
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" <td>465.000000</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"</div>"
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],
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"text/plain": [
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" 2theta intensity\n",
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"count 5251.000000 5251.000000\n",
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"mean 57.500000 23.642735\n",
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"std 30.319549 33.934569\n",
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"min 5.000000 0.000000\n",
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"25% 31.250000 11.000000\n",
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"50% 57.500000 17.000000\n",
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"75% 83.750000 24.000000\n",
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"max 110.000000 465.000000"
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]
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},
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"execution_count": 3800,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# Import data\n",
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"p1 = pd.read_excel('xrd_data.xlsx', sheet_name='p1', header=None) \n",
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"p1.columns = [\"2theta\", \"intensity\"]\n",
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"\n",
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"p2 = pd.read_excel('xrd_data.xlsx', sheet_name='p2', header=None) \n",
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"p2.columns = [\"2theta\", \"intensity\"]\n",
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"\n",
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"p3 = pd.read_excel('xrd_data.xlsx', sheet_name='p3', header=None) \n",
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"p3.columns = [\"2theta\", \"intensity\"]\n",
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"\n",
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"p1.describe()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3801,
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"id": "ea6e7f75-de97-4b59-8f8b-284292cc437f",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Setup code #\n",
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"# ############\n",
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"\n",
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"# Turn off interactive matplotlib output showing\n",
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"plt.ioff()\n",
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"\n",
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"# Set theme for plots\n",
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"plt.style.use('grayscale')\n",
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"plt.rc('font', family='serif', size=14)\n",
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"plt.rc('xtick', labelsize='small')\n",
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"plt.rc('ytick', labelsize='small')\n",
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"#plt.rcParams['text.usetex'] = True\n",
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"\n",
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"\n",
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"# Set image size and resolution\n",
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"fig, ax = plt.subplots(\n",
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" figsize=(6,4), # 6 inches in width, 4 inch in height\n",
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" dpi=600); # Higher dpi for print quality pictures. Go higher if possible.\n",
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"\n",
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"\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3802,
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"id": "b5627639-15bd-4d0d-a532-e29b0b0b0ca6",
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"metadata": {
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"jupyter": {
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"source_hidden": true
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}
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},
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"outputs": [],
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"source": [
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"# # Plot lines #\n",
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"# ##############\n",
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"\n",
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"ax.plot(\n",
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" p1['2theta'].to_numpy(), # x data\n",
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" p1['intensity'].to_numpy() + 600*2 # Y data\n",
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" #label = 'P1 (Stellite 1)' # legend label\n",
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") \n",
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"\n",
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"ax.plot(\n",
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" p2['2theta'].to_numpy(), # x data\n",
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" p2['intensity'].to_numpy() + 600*1 # Y data\n",
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" #label = 'P2 (50:50 blend of P1 and P2)' # legend label\n",
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") \n",
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"\n",
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"ax.plot(\n",
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" p3['2theta'].to_numpy(), # x data\n",
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" p3['intensity'].to_numpy() + 600*0 # Y data\n",
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" #label = 'P3 (Stellite 21)' # legend label\n",
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"); \n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3803,
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"id": "997734d7-b50f-4b29-be0f-52b9f35c8658",
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"metadata": {
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"jupyter": {
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"source_hidden": true
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}
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},
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"outputs": [],
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"source": [
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"# # Plotting Mo compounds #\n",
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"# #########################\n",
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"\n",
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"\n",
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"# Co3Mo\n",
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"ax.axvline(x = 41, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"ax.plot(41,130+600*0, marker='P', color='k')\n",
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"ax.plot(41,100+600*1, marker='P', color='k')\n",
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"ax.axvline(x = 61.5, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"ax.plot(61.5,100+600*1, marker='P', color='k')\n",
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"ax.plot(61.5,120+600*0, marker='P', color='k')\n",
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"#ax.axvline(x = 73.5, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"ax.plot(73.5,100+600*1, marker='P', color='k')\n",
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"#ax.axvline(x = 83.5, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"ax.plot(83.5,200+600*0, marker='P', color='k',\n",
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" label=r'$Co_3Mo$', linestyle='dashed', linewidth = '0.1');\n",
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"ax.axvline(x = 46.8, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"ax.plot(46.8,400+600*0, marker='P', color='k')\n",
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"\n",
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"# Co2Mo3\n",
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"ax.axvline(x = 40.6, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"ax.plot(40.6,175+600*1, marker='X', color='k')\n",
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"ax.plot(40.6,195+600*0, marker='X', color='k')\n",
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"ax.plot(46.8,480+600*0, marker='X', color='k',\n",
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" label=r'$Co_2Mo_3$', linestyle='dashed', linewidth = '0.1');\n",
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"ax.plot(42.7,200+600*0, marker='X', color='k')\n",
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"ax.plot(46.8,260+600*1, marker='X', color='k')\n",
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"\n",
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"\n",
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"# MoC\n",
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"ax.axvline(x = 42.7, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"#ax.axvline(x = 83.5, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"ax.plot(42.7,120+600*0, marker='D', color='k')\n",
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"ax.plot(83.5,120+600*0, marker='D', color='k',\n",
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" label=r'$MoC$', linestyle='dashed', linewidth = '0.1');\n",
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"\n",
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"# Co7Mo6\n",
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"ax.plot(40.6,230+40+600*0, marker='h', color='k')\n",
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"ax.plot(42.7,215+60+600*0, marker='h', color='k')\n",
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"ax.plot(50,130+600*1, marker='h', color='k',\n",
|
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" label=r'$Co_7Mo_6$', linestyle='dashed', linewidth = '0.1');"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3804,
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"id": "2a9b16f8-7911-4158-87d5-e7e27c512098",
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"metadata": {
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"jupyter": {
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"source_hidden": true
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}
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},
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"outputs": [],
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"source": [
|
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"# # Typing names of each XRD. Don't want the lines in the legend #\n",
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"# ################################################################\n",
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"\n",
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"ax.text(31, 55 + 600*2, 'P1', fontsize=12);\n",
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"ax.text(31, 55 + 600*1, 'P2', fontsize=12);\n",
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"ax.text(31, 55 + 600*0, 'P3', fontsize=12);\n"
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]
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},
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{
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"cell_type": "code",
|
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"execution_count": 3805,
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"id": "7c7a5c2e-6e3c-4190-b2e8-1bd29dc5bb9a",
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"metadata": {
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"jupyter": {
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"source_hidden": true
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}
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},
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"outputs": [],
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"source": [
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"# # Plotting W compounds #\n",
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"# ########################\n",
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"\n",
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"# Co3W\n",
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"ax.plot(61.5,165+20+600*1, marker='P', color='k', markerfacecolor='none')\n",
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"ax.plot(61.5,105+600*2, marker='P', color='k', markerfacecolor='none')\n",
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"ax.plot(62.5,105+600*2, marker='P', color='k', markerfacecolor='none')\n",
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"ax.plot(73.5,155+20+600*1, marker='P', color='k', markerfacecolor='none')\n",
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"ax.plot(46.8,310+20+600*1, marker='P', color='k', markerfacecolor='none')\n",
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"ax.plot(46.8,330+600*2, marker='P', color='k', markerfacecolor='none',\n",
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" label=r'$Co_3W$', linestyle='dashed', linewidth = '0.1');\n",
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"\n",
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"# Co3W3C\n",
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"#ax.axvline(x = 35.6, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"ax.plot(35.6,105+600*2, marker='p', color='k', markerfacecolor='none')\n",
|
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"#ax.axvline(x = 40, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"ax.plot(40,170+600*2, marker='p', color='k', markerfacecolor='none')\n",
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"ax.plot(46.8,380+600*2, marker='p', color='k', markerfacecolor='none',\n",
|
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" label=r'$Co_3W_3C$', linestyle='dashed', linewidth = '0.1'); \n",
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"\n",
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"\n",
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"# Co6W6C\n",
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"ax.plot(42.7,165+600*1, marker='D', color='k', markerfacecolor='none');\n",
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"ax.plot(42.7,340+600*2, marker='D', color='k', markerfacecolor='none');\n",
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"#ax.plot(46.8,360+600*1, marker='D', color='k', markerfacecolor='none');\n",
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"ax.plot(46.8,400+600*1, marker='D', color='k', markerfacecolor='none');\n",
|
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"ax.plot(59.7,70+600*2, marker='D', color='k', markerfacecolor='none');\n",
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"ax.plot(73.5,105+600*2, marker='D', color='k', markerfacecolor='none',\n",
|
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" label=r'$Co_6W_6C$', linestyle='dashed', linewidth = '0.1'); \n",
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"\n"
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]
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},
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{
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"cell_type": "code",
|
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"execution_count": 3806,
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"id": "ceacdc83-2a73-4cf9-a969-703570bb25c7",
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"metadata": {
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"jupyter": {
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"source_hidden": true
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}
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[<matplotlib.lines.Line2D at 0x14efc9910>]"
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]
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},
|
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"execution_count": 3806,
|
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
|
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"# # Ploting alpha cobalt with a red square #\n",
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"# ############################################\n",
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"\n",
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"# Yeah, I just moved stuff around till it looked good. - Vi\n",
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"\n",
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"ax.axvline(x = 91, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"ax.plot(91,135+600*2, marker='s', color='indianred')\n",
|
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"ax.plot(91,175+600*1, marker='s', color='indianred')\n",
|
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"ax.plot(91,175+600*0, marker='s', color='indianred')\n",
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"\n",
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"ax.axvline(x = 75, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
|
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"ax.plot(75,150+600*2, marker='s', color='indianred')\n",
|
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"ax.plot(75,190+600*1, marker='s', color='indianred')\n",
|
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"ax.plot(75,190+600*0, marker='s', color='indianred')\n",
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"\n",
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"ax.axvline(x = 51, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"ax.plot(51,150+600*2, marker='s', color='indianred')\n",
|
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"ax.plot(51,190+600*1, marker='s', color='indianred')\n",
|
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"ax.plot(51,200+600*0, marker='s', color='indianred')\n",
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"\n",
|
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"ax.axvline(x = 43.8, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
|
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"ax.plot(43.8,510+600*2, marker='s', color='indianred')\n",
|
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"ax.plot(43.8,480+600*1, marker='s', color='indianred')\n",
|
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"ax.plot(43.8,470+600*0, marker='s', color='indianred',\n",
|
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" label=r'$\\alpha-Co$', linestyle='dashed', linewidth = '0.1')"
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]
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},
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{
|
|
"cell_type": "code",
|
|
"execution_count": 3807,
|
|
"id": "952ac0e3-671d-4dbb-954a-6e27076d1112",
|
|
"metadata": {
|
|
"jupyter": {
|
|
"source_hidden": true
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}
|
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},
|
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"outputs": [
|
|
{
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|
"data": {
|
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"text/plain": [
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"[<matplotlib.lines.Line2D at 0x14eea9b90>]"
|
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]
|
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},
|
|
"execution_count": 3807,
|
|
"metadata": {},
|
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"output_type": "execute_result"
|
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}
|
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],
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"source": [
|
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"# # Plotting Cr23C3 and Cr7C3 with stars #\n",
|
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"# ########################################\n",
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"\n",
|
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"# Plot Cr23C3\n",
|
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"#ax.axvline(x = 90, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
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"#ax.plot(90,50+600*0, marker='*', color='k')\n",
|
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"#ax.plot(90,480+600*1, marker='*', color='k')\n",
|
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"ax.plot(90,75+600*0, marker='X', color='steelblue',\n",
|
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" label=r'$Cr_{23}C_6$', linestyle='dashed', linewidth = '0.1')\n",
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"\n",
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"\n",
|
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"# Plot Cr7C3\n",
|
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"ax.axvline(x = 38.8, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
|
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"ax.axvline(x = 42.7, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
|
|
"ax.axvline(x = 50, color = 'grey', alpha = 0.4, linewidth = '0.5')\n",
|
|
"ax.plot(42.7,280+600*2, marker='*', color='steelblue')\n",
|
|
"ax.plot(38.8,80+600*1, marker='*', color='steelblue')\n",
|
|
"ax.plot(50,80+600*2, marker='*', color='steelblue')\n",
|
|
"ax.plot(50,80+600*1, marker='*', color='steelblue')\n",
|
|
"ax.plot(38.8,90+600*2, marker='*', color='steelblue',\n",
|
|
" label=r'$Cr_{7}C_3$', linestyle='dashed', linewidth = '0.1')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3808,
|
|
"id": "2e6b3e3c-937f-4981-9301-d1ed6fb3086c",
|
|
"metadata": {
|
|
"jupyter": {
|
|
"source_hidden": true
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # Axis options #\n",
|
|
"# ################\n",
|
|
"\n",
|
|
"# Set axis labels and legends\n",
|
|
"ax.set_xlabel(r\"$2\\theta$ $(deg)$\", fontsize=14)\n",
|
|
"ax.set_ylabel('Intensity (au)', fontsize=14)\n",
|
|
"\n",
|
|
"# Set axis limits\n",
|
|
"ax.set_xlim(left=30, right=100)\n",
|
|
"ax.set_ylim(bottom=-100, top=600*3+000)\n",
|
|
"\n",
|
|
"# Hide y axis ticks and numbers\n",
|
|
"ax.yaxis.set_tick_params(labelleft=False)\n",
|
|
"ax.set_yticks([])\n",
|
|
"\n",
|
|
"# Set x axis ticks\n",
|
|
"from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n",
|
|
"ax.xaxis.set_major_locator(MultipleLocator(10))\n",
|
|
"ax.xaxis.set_major_formatter('{x:.0f}')\n",
|
|
"# For the minor ticks, use no labels; default NullFormatter.\n",
|
|
"ax.xaxis.set_minor_locator(MultipleLocator(5))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3809,
|
|
"id": "cbfb4878-5f0a-4283-8542-896102a48e99",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # Legend options #\n",
|
|
"# ##################\n",
|
|
"\n",
|
|
"# Show legend for plot?\n",
|
|
"#ax.legend().set_visible(False)\n",
|
|
"ax.legend(loc=\"upper center\", ncol=3, bbox_to_anchor=(0.5, 1.45));"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3810,
|
|
"id": "dd76a59f-b8e0-4ce3-93a0-4035923eaf1f",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
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|
|
"text/plain": [
|
|
"<Figure size 3600x2400 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# # Show image and save to appropriate file name #\n",
|
|
"# ################################################\n",
|
|
"\n",
|
|
"#plt.tight_layout()\n",
|
|
"plt.show()\n",
|
|
"fig.savefig(\n",
|
|
" 'stellite_xrd_comparison.jpeg', # Name of the generated file\n",
|
|
" bbox_inches='tight', # removes extra white space around figure\n",
|
|
" transparent=True # Transparent background\n",
|
|
")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "3cb841b8-d619-49c6-bebc-474f12cfb51b",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "123d4cb9-0a54-440c-8090-21f80ede2777",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Bar Plot"
|
|
]
|
|
},
|
|
{
|
|
"attachments": {
|
|
"0e2b8752-0572-4703-9d49-a75a24550852.png": {
|
|
"image/png": "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"
|
|
}
|
|
},
|
|
"cell_type": "markdown",
|
|
"id": "2dbc6690-2b33-4bb8-a7e5-796f3be16d29",
|
|
"metadata": {},
|
|
"source": [
|
|
"\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3811,
|
|
"id": "57aa4aee-e3fc-4ccf-9f0a-f70a48e0675a",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # Library import #\n",
|
|
"# ##################\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import numpy as np\n",
|
|
"import pandas as pd"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3812,
|
|
"id": "53e31dd8-e413-4865-aadf-1a6501c19a44",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # Data copied from excel #\n",
|
|
"# ##########################\n",
|
|
"df = pd.DataFrame(columns=['Pin', 'Pin_Error', 'Disc', 'Disc_Error', 'BoF', 'BoF_Error'])\n",
|
|
"df.loc[0] = [0.0062, 0.0029, 0.0120, 0.0018, 0.0671, 0.0143]\n",
|
|
"df.loc[1] = [0.0154, 0.0027, 0.0275, 0.0062, 0.3588, 0.0155]\n",
|
|
"df.loc[2] = [0.0184, 0.0084, 0.0423, 0.0112, 0.3638, 0.0424]\n",
|
|
"df = df.set_index(pd.Index([\"P1\", \"P2\", \"P3\"]))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3813,
|
|
"id": "43df62fe-4dbe-4d3b-9e4b-ae80d1b2f967",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # Set theme for plots #\n",
|
|
"# #######################\n",
|
|
"\n",
|
|
"plt.style.use('grayscale')\n",
|
|
"plt.rc('font', family='serif', size=14)\n",
|
|
"plt.rc('xtick', labelsize=14)\n",
|
|
"plt.rc('ytick', labelsize=14)\n",
|
|
"#plt.rcParams['text.usetex'] = True\n",
|
|
"plt.ioff(); # Turn off interactive matplotlib output showing"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3814,
|
|
"id": "82a35b6d-e2d3-44d7-b955-aa2bce5db6d7",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # Set image size, resolution, bar widths #\n",
|
|
"# ##########################################\n",
|
|
"fig, ax = plt.subplots(\n",
|
|
" figsize=(8,6), # 8 inches in width, 6 inch in height\n",
|
|
" dpi=600); # Higher dpi for print quality pictures. Go higher if possible.\n",
|
|
"twin1 = ax.twinx()\n",
|
|
"twin2 = ax.twinx()\n",
|
|
"twin2.spines.left.set_position((\"axes\", -0.22))\n",
|
|
"twin2.yaxis.set_label_position('left')\n",
|
|
"twin2.yaxis.set_ticks_position('left')\n",
|
|
"\n",
|
|
"barWidth = 0.45 # set width of bar \n",
|
|
"bar1 = np.arange(len(df[\"Pin\"].to_numpy())) # For experimental x positions\n",
|
|
"bar2 = 3.5 + np.arange(len(df[\"Pin\"].to_numpy())) # For normalized x positions"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3815,
|
|
"id": "631c7604-267c-49b1-b26a-8c4221a93de8",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # Pin and Disk Bar Plot #\n",
|
|
"# #########################\n",
|
|
"\n",
|
|
"\n",
|
|
"# Disc Bar Plot\n",
|
|
"twin2.bar(bar1, df[\"Disc\"].to_numpy(), \n",
|
|
" width = barWidth, label=\"PoD-Disc\", \n",
|
|
" color='lightblue', hatch='/',\n",
|
|
" edgecolor = \"black\", linewidth = 1, \n",
|
|
" bottom=np.zeros(3))\n",
|
|
"for x, value, err in zip(bar1, df[\"Disc\"].to_numpy(), df[\"Disc_Error\"].to_numpy()):\n",
|
|
" twin2.errorbar(x+barWidth/6, value, \n",
|
|
" yerr=err, \n",
|
|
" color='black', \n",
|
|
" capsize=5, elinewidth=1, markeredgewidth=1) \n",
|
|
"for x, offset, value, err, offset_err in zip(bar1, df[\"Pin\"].to_numpy(), \n",
|
|
" df[\"Disc\"].to_numpy(), \n",
|
|
" df[\"Disc_Error\"].to_numpy(),\n",
|
|
" df[\"Pin_Error\"].to_numpy()): \n",
|
|
" twin2.text(\n",
|
|
" x+barWidth/5, (offset+value+offset_err)+0.001, \n",
|
|
" f\"${value:.3f}\\pm{err:.3f}$\", \n",
|
|
" ha = 'center',\n",
|
|
" rotation='vertical',\n",
|
|
" fontsize = 'x-small'\n",
|
|
" ) \n",
|
|
" \n",
|
|
"\n",
|
|
"# Pin Bar Plot\n",
|
|
"twin2.bar(bar1, df[\"Pin\"].to_numpy(), \n",
|
|
" width = barWidth, label=\"PoD-Pin\", \n",
|
|
" color='lightcoral', #hatch=\"\\\\\\\\\",\n",
|
|
" edgecolor = \"black\", linewidth = 1, \n",
|
|
" bottom=df[\"Disc\"].to_numpy())\n",
|
|
"for x, value, err, valvalue in zip(bar1, df[\"Disc\"].to_numpy()+df[\"Pin\"].to_numpy(), df[\"Pin_Error\"].to_numpy(), df[\"Pin\"].to_numpy()):\n",
|
|
" twin2.errorbar(x-barWidth/6, value, \n",
|
|
" yerr=err, \n",
|
|
" color='black',\n",
|
|
" capsize=5, elinewidth=1, markeredgewidth=1) \n",
|
|
" twin2.text(\n",
|
|
" x-barWidth/5, (value+err)+0.001, \n",
|
|
" f\"${valvalue:.3f}\\pm{err:.3f}$\", \n",
|
|
" ha = 'center',\n",
|
|
" rotation='vertical',\n",
|
|
" fontsize = 'x-small'\n",
|
|
" )\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3816,
|
|
"id": "ec48ebf8-802a-47c7-b5d3-279adbc347a8",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # BoF Bar Plot #\n",
|
|
"# ################\n",
|
|
"ax.bar(bar1 + barWidth, df[\"BoF\"].to_numpy(), \n",
|
|
" width = barWidth, label=\"BoF\", \n",
|
|
" edgecolor = \"black\", linewidth = 1, \n",
|
|
" color='palegreen', hatch='...',\n",
|
|
" bottom=np.zeros(3))\n",
|
|
"for x, value, err in zip(bar1 + barWidth, df[\"BoF\"].to_numpy(), df[\"BoF_Error\"].to_numpy()):\n",
|
|
" ax.errorbar(x, value, \n",
|
|
" yerr=err, \n",
|
|
" color='black',\n",
|
|
" capsize=5, elinewidth=1, markeredgewidth=1) \n",
|
|
" ax.text(\n",
|
|
" x, (value+err)+0.005, \n",
|
|
" f\"${value:.3f}\\pm{err:.3f}$\", \n",
|
|
" ha = 'center',\n",
|
|
" rotation='vertical',\n",
|
|
" fontsize = 'x-small'\n",
|
|
" )"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3817,
|
|
"id": "7b673d03-957a-4593-902a-4a96370188a8",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # Pin and Disk Normalized Bar Plot #\n",
|
|
"# ####################################\n",
|
|
"\n",
|
|
"# Disc Bar Plot\n",
|
|
"twin1.bar(\n",
|
|
" bar2, df[\"Disc\"].to_numpy()/(25*100), \n",
|
|
" width = barWidth, label=\"PoD-Disc\", \n",
|
|
" color='lightblue', hatch='/',\n",
|
|
" edgecolor = \"black\", linewidth = 1, \n",
|
|
" bottom=np.zeros(3)\n",
|
|
")\n",
|
|
"for x, value, err in zip(bar2, df[\"Disc\"].to_numpy(), df[\"Disc_Error\"].to_numpy()):\n",
|
|
" twin1.errorbar(\n",
|
|
" x+barWidth/8, value/(25*100), \n",
|
|
" yerr=err/(25*100), \n",
|
|
" color='black', \n",
|
|
" capsize=5, elinewidth=1, markeredgewidth=1\n",
|
|
" ) \n",
|
|
"\n",
|
|
"# Pin Normalized Bar Plot\n",
|
|
"twin1.bar(\n",
|
|
" bar2, df[\"Pin\"].to_numpy()/(25*100), \n",
|
|
" width = barWidth, label=\"PoD-Pin\", \n",
|
|
" color='lightcoral', #hatch=\"\\\\\\\\\",\n",
|
|
" edgecolor = \"black\", linewidth = 1, \n",
|
|
" bottom=df[\"Disc\"].to_numpy()/(25*100)\n",
|
|
")\n",
|
|
"for x, value, err, valvalue in zip(bar2, \n",
|
|
" df[\"Disc\"].to_numpy()+df[\"Pin\"].to_numpy(), \n",
|
|
" df[\"Pin_Error\"].to_numpy(),\n",
|
|
" df[\"Pin\"].to_numpy()):\n",
|
|
" twin1.errorbar(\n",
|
|
" x-barWidth/6, value/(25*100), \n",
|
|
" yerr=err/(25*100), \n",
|
|
" color='black',\n",
|
|
" capsize=5, elinewidth=1, markeredgewidth=1\n",
|
|
" ) \n",
|
|
" twin1.text(\n",
|
|
" x-barWidth/5, (value+err)/(25*100)+0.05e-5, \n",
|
|
" f\"${1e5*valvalue/(25*100):.2f}\\pm{1e5*err/(25*100):.2f}$\", \n",
|
|
" ha = 'center',\n",
|
|
" rotation='vertical',\n",
|
|
" fontsize = 'x-small'\n",
|
|
" )\n",
|
|
"\n",
|
|
"for x, offset, value, err, offset_err in zip(bar2, df[\"Pin\"].to_numpy(), \n",
|
|
" df[\"Disc\"].to_numpy(), \n",
|
|
" df[\"Disc_Error\"].to_numpy(),\n",
|
|
" df[\"Pin_Error\"].to_numpy()): \n",
|
|
" twin1.text(\n",
|
|
" x+barWidth/5, (offset+value+offset_err)/(25*100)+0.05e-5, \n",
|
|
" f\"${1e5*value/(25*100):.2f}\\pm{1e5*err/(25*100):.2f}$\", \n",
|
|
" ha = 'center',\n",
|
|
" rotation='vertical',\n",
|
|
" fontsize = 'x-small'\n",
|
|
" )\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3818,
|
|
"id": "09cc61d4-8209-4931-a924-8a59433614b9",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # BoF Normalized Bar Plot #\n",
|
|
"# ###########################\n",
|
|
"\n",
|
|
"twin1.bar(\n",
|
|
" bar2 + barWidth, df[\"BoF\"].to_numpy()/(25*500), \n",
|
|
" width = barWidth, label=\"BoF\", \n",
|
|
" edgecolor = \"black\", linewidth = 1, \n",
|
|
" color='palegreen', hatch='...',\n",
|
|
" bottom=np.zeros(3))\n",
|
|
"for x, value, err in zip(bar2 + barWidth, df[\"BoF\"].to_numpy(), df[\"BoF_Error\"].to_numpy()):\n",
|
|
" twin1.errorbar(\n",
|
|
" x, value/(25*500), \n",
|
|
" yerr=err/(25*500), \n",
|
|
" color='black',\n",
|
|
" capsize=5, elinewidth=1, markeredgewidth=1\n",
|
|
" ) \n",
|
|
" twin1.text(\n",
|
|
" x, (value+err)/(25*500)+0.05e-5, \n",
|
|
" f\"${1e5*value/(25*500):.2f}\\pm{1e5*err/(25*500):.2f}$\", \n",
|
|
" ha = 'center',\n",
|
|
" rotation='vertical',\n",
|
|
" fontsize = 'x-small'\n",
|
|
" )\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3819,
|
|
"id": "c4626a4c-3835-428a-bde3-534202c0369d",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
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g12yiAgAAAAAAAAAAAAAAAAAAAADkmk1UAAAAAAAAAAAAAAAAAAAAAIBcs4kKAAAAAAAAAAAAAAAAAAAAAJBrNlEBAAAAAAAAAAAAAAAAAAAAAHLNJioAAAAAAAAAAAAAAAAAAAAAQK7ZRAUAAAAAAAAAAAAAAAAAAAAAyDWbqAAAAAAAAAAAAAAAAAAAAAAAuWYTFQAAAAAAAAAAAAAAAAAAAAAg12yiAgAAAAAAAP9fO3dAAgAAACDo/+t2BDpEAAAAAAAAAAAAANYkKgAAAAAAAAAAAAAAAAAAAADAmkQFAAAAAAAAAAAAAAAAAAAAAFgLN0THkKeDcGcAAAAASUVORK5CYII=",
|
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"text/plain": [
|
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"<Figure size 4800x3600 with 3 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
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|
}
|
|
],
|
|
"source": [
|
|
"# # Setting axis labels and limits #\n",
|
|
"# ##################################\n",
|
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"\n",
|
|
"ax.axvline(x = 3, color = 'black', alpha = 1, linewidth = '1')\n",
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"\n",
|
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"\n",
|
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"ax.set_ylim(top=0.5)\n",
|
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"twin2.set_ylim(top=0.1)\n",
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"\n",
|
|
"# use the plt.xticks function to custom labels\n",
|
|
"ax.set_xticks(\n",
|
|
" np.append(bar1+barWidth/2, bar2+barWidth/2), # x axis stack \n",
|
|
" (\"P1\",\"P2\",\"P3\",\n",
|
|
" \"P1\",\"P2\",\"P3\")\n",
|
|
")\n",
|
|
"\n",
|
|
"twin2.set_ylabel(\"Volume loss for PoD $(mm^3)$\") \n",
|
|
"ax.set_ylabel(\"Volume loss for BoF $(mm^3)$\") \n",
|
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"\n",
|
|
"\n",
|
|
"import matplotlib\n",
|
|
"import matplotlib.ticker\n",
|
|
"class FFormatter(matplotlib.ticker.ScalarFormatter):\n",
|
|
" def __init__(self, fformat=\"%1.2f\", offset=False, mathText=False):\n",
|
|
" self.fformat = fformat\n",
|
|
" matplotlib.ticker.ScalarFormatter.__init__(self,useOffset=offset,useMathText=mathText)\n",
|
|
" def _set_format(self):\n",
|
|
" self.format = self.fformat\n",
|
|
" if self._useMathText:\n",
|
|
" self.format = '$%s$' % matplotlib.ticker._mathdefault(self.format)\n",
|
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"\n",
|
|
"twin1.yaxis.set_major_formatter(FFormatter())\n",
|
|
"twin1.ticklabel_format(style='sci',scilimits=(0,0),axis='y')\n",
|
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"\n",
|
|
"twin2.yaxis.set_major_formatter(FFormatter(\"%1.3f\"))\n",
|
|
"#twin2.ticklabel_format(style='sci',scilimits=(0,0),axis='y')\n",
|
|
"\n",
|
|
"ax.yaxis.set_major_formatter(FFormatter(\"%1.3f\"))\n",
|
|
"#ax.ticklabel_format(style='sci',scilimits=(0,0),axis='y')\n",
|
|
"\n",
|
|
"\n",
|
|
"from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n",
|
|
"twin1.yaxis.set_minor_locator(AutoMinorLocator(2))\n",
|
|
"twin1.set_ylim(top=5e-5, bottom=0)\n",
|
|
"twin1.legend(loc=\"best\",frameon=False)\n",
|
|
"twin1.set_ylabel(r\"Wear Rate for PoD and BoF $(\\frac{mm^3}{Nm})$\") \n",
|
|
"\n",
|
|
"from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n",
|
|
"twin2.yaxis.set_minor_locator(AutoMinorLocator(2))\n",
|
|
"ax.yaxis.set_minor_locator(AutoMinorLocator(2))\n",
|
|
"\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"fig.savefig(\n",
|
|
" 'stellite_volume_loss_comparison.jpeg', # Name of the generated file\n",
|
|
" bbox_inches='tight', # removes extra white space around figure\n",
|
|
" transparent=True # Transparent background\n",
|
|
")\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "420f8b74-658d-4618-94b3-face7d52b306",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Sand Wear Plot"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3820,
|
|
"id": "e65441dc-c042-4c26-8fdc-9ffb2aa453cd",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # Library import #\n",
|
|
"# ##################\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import numpy as np\n",
|
|
"import pandas as pd"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3821,
|
|
"id": "8ca9aae4-9dfe-495e-aeaf-785d647e612d",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
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"<div>\n",
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"<style scoped>\n",
|
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" .dataframe tbody tr th:only-of-type {\n",
|
|
" vertical-align: middle;\n",
|
|
" }\n",
|
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"\n",
|
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" .dataframe tbody tr th {\n",
|
|
" vertical-align: top;\n",
|
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" }\n",
|
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"\n",
|
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" .dataframe thead th {\n",
|
|
" text-align: right;\n",
|
|
" }\n",
|
|
"</style>\n",
|
|
"<table border=\"1\" class=\"dataframe\">\n",
|
|
" <thead>\n",
|
|
" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>SandA</th>\n",
|
|
" <th>SandA_Error</th>\n",
|
|
" <th>SandB</th>\n",
|
|
" <th>SandB_Error</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>P1</th>\n",
|
|
" <td>3.70</td>\n",
|
|
" <td>0.12</td>\n",
|
|
" <td>3.73</td>\n",
|
|
" <td>0.31</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>P2</th>\n",
|
|
" <td>7.37</td>\n",
|
|
" <td>0.65</td>\n",
|
|
" <td>6.64</td>\n",
|
|
" <td>1.53</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>P3</th>\n",
|
|
" <td>18.69</td>\n",
|
|
" <td>0.05</td>\n",
|
|
" <td>25.54</td>\n",
|
|
" <td>0.33</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" SandA SandA_Error SandB SandB_Error\n",
|
|
"P1 3.70 0.12 3.73 0.31\n",
|
|
"P2 7.37 0.65 6.64 1.53\n",
|
|
"P3 18.69 0.05 25.54 0.33"
|
|
]
|
|
},
|
|
"execution_count": 3821,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# # Data copied from excel #\n",
|
|
"# ##########################\n",
|
|
"df = pd.DataFrame(columns=['SandA', 'SandA_Error', 'SandB', 'SandB_Error'])\n",
|
|
"df.loc[0] = [3.7, 0.12, 3.73, 0.31]\n",
|
|
"df.loc[1] = [7.37, 0.65, 6.64, 1.53]\n",
|
|
"df.loc[2] = [18.69, 0.05, 25.54, 0.33]\n",
|
|
"df = df.set_index(pd.Index([\"P1\", \"P2\", \"P3\"]))\n",
|
|
"\n",
|
|
"df\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3822,
|
|
"id": "24c12cdb-5c7b-4220-ac44-18fc31d58dcc",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# # Set theme for plots #\n",
|
|
"# #######################\n",
|
|
"\n",
|
|
"plt.style.use('grayscale')\n",
|
|
"plt.rc('font', family='serif')\n",
|
|
"plt.rc('xtick', labelsize='small')\n",
|
|
"plt.rc('ytick', labelsize='small')\n",
|
|
"#plt.rcParams['text.usetex'] = True\n",
|
|
"plt.ioff(); # Turn off interactive matplotlib output showing"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3823,
|
|
"id": "b1c47fb5-032f-4797-9f87-88598ddcfa15",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
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tVqssFovatm3ro4oAVDU9evQo8LXja+nBgwd15MgRb5cEAF5FEMYs9MMs9MNMBDDMQj/MQj/MQj8AAADgbYTFgErgH//4hz799FMNGTLE16WgCvj6669LHXPppZd6bP7u3buXuspWcnKydu3a5bY58/LySl1VTJIGDhzotjnLs+/Zs2crLy/PYzUAAAAAAIDqoUOHDgW+tq2K89133yktLc03RVVQWlqaZs+eLYvFUuSxjh07+qAiAFVRdHS0goKCJMnp601SUpK3SwIAryEIYxb6YRb6YTYCGGahH2ahH2ahHwAAAPAmwmKAwerUqaPnnntOL7/8surXr+/rclAFnD59WitWrChxjMViUe/evT1Wg8ViUa9evUodN3/+fLfNmZSUpOPHj5c4pmXLlmrevLnb5iysRYsWatGiRYljTp48qcTERI/VAAAAAAAAqocLL7zQ/rnjqjhnzpzRCy+84IuSKuz5559XRkaGJBVZNa1Pnz6+KAlAFRQYGKguXbo4XZ1R+vtGZwBQFRGEMQv9MAv9qBwIYJiFfpiFfpiFfgAAAMBbCIsBhrr44ov16aefasCAAb4uBVXI4sWLlZOTU+KY9u3bq169eh6tw5Ww2G+//ea2VbZcCZ65UlNFuRLCc2dIDgAAAAAAVE8DBw5UQECApP+tjGNbXezdd9/VnDlzfFlemc2ZM0fvvvtugWOx8ff316BBg3xVGoAqKKaEi7sJiwGoigjCmIV+mIV+VC4EMMxCP8xCP8xCPwAAAOANhMUAA7Vt21b/+te/FB4e7utSUMUsWrSo1DFdu3b1eB3R0dHy8yv5n6Djx49r/fr1FZ7r3Llzpa6mJkldunSp8FzumGPFihU6d+6cx2sBAAAAAABVV3h4uIYMGWJfGcf2X4vFovz8fF1//fX69ddffVmiy+bNm6frr7/e/rXjMVksFg0ZMoT3UQG4lbOwmC1wu3r1ah9UBACeQxDGLPTDLPSjciKAYRb6YRb6YRb6AQAAyiozM1MnTpzQgQMHfF0KKokAXxcAoCjHO+MC7nLmzBlt2rSp1HHR0dEeryUsLEytW7fWzp07SxyXmJio7t27V2iu9evXKysrq8QxFovFK8cdHR1tv6igONnZ2Vq3bp169uzp8XoAAAAAAEDV9fDDD+vHH3+0f20LV1ksFmVmZurKK6/U2LFj9a9//cu+CplJ8vLy9Morr+ill15SXl5ese+pPPLII94vDkCVVjgsZnv9lKTDhw/r4MGDatq0qS9KKzfOOwFwhiCMWeiHWehH5TZwxChJfwcrXGEbZ3se3It+mIV+mKW8/Ti/e6zHagIAAL6TnZ2tXbt2aefOndq9e7cOHz6sI0eO6OjRozp16lSBsQsXLnRpn1arVfn5+fL39/dEyTCceWeAAQAesXbtWuXl5ZU6rkOHDl6o5u95SguLJSUl6Z577qnQPElJSaWOadGihcLCwio0jytq1aql5s2ba9++fSWOS0pKIiwGAAAAAAAqpH///rr44ou1cOFCe9DKMTCWl5enl156SV999ZVefvllDR8+3IgwgdVq1bfffqvnnntO27ZtKxDSkP63uo/FYtHFF1+siy66yHfFAqiSOnXqpJCQEGVlZRV5/ZGk5ORkDR061FfllVlJNy8DUH0RhDEL/TAL/agaCMSYhX6YhX6YpTz9uO7+xzxZEgAA8JK8vDxt3LhRycnJWr16tbZv317k/Vxn7++W5XzeyZMndcstt6hHjx7q1auX+vbtqxo1alS4dlQOhMUAoJpwJTQVHh6uevXqeaEaqU2bNqWO2bVrl06cOFGhmpKTk0sd07p163Lvv6xat25daljMlZoBAAAAAABK89577+mCCy5Qdna208CY1WrV9u3bdcMNNygyMlK33XabRowYofPPP9/rtW7dulUzZ87U559/rj179thPftlOeBUOjQUFBem9997zep0Aqj5/f3916dJFiYmJTh+vLGGxli1bKj8/39dlADAQQRiz0A+z0I+qhUCMWeiHWeiHWcraj/++/5YnywEAAB72119/af78+Vq8eLHS09MllXzTL8fzY+W5OdjZs2e1fPlyLV++XJMnT1afPn10zTXXeG1xEfgOYTEAqCa2bNlS6hhXAlzu4mpAa8uWLfrHP/5RrjkyMjKUkpLitlrcoU2bNlq6dGmJY/bt26eMjAyvrHYGAAAAAACqrvbt2+v999/XmDFjipxIsgXGbF/v3btXL774ol588UW1aNFCF198seLi4tSjRw916NBBNWvWdFtdZ86c0ZYtW7RmzRolJiZq4cKF9vdwCofEHLc51v7ee+/pvPPOc1tNAODo559/1pkzZ5w+xvu2ACozgjBmoR9moR9VE4EYs9APs9APs5S1HwAAoPJZuXKlvvzyS/v13IWDX2VZMaw8rFarsrKytGjRIi1atEjR0dG688471alTJ4/OC98hLAYA1UB2drZ2795d6rgWLVp4oZq/RUZGujRu27Zt5Q6Lbdu2zaUUvTeP25W5bHf17tatmxcqAgAAAAAAVdno0aO1efNmvfXWWwXCYY6hLMftkpSSkqJPP/1Un376qX0/jRo1UqtWrdS4cWM1btxYdevWVe3atRUWFqbAwEAFBAQoICBAeXl5ysnJUU5OjjIyMnT69GmdPHlSqampSk1N1e7du3X48OECNTq+f1NcSMxx+yOPPKI77rjDTd8hACgqIiJCERERvi4DANyKIIxZ6IdZ6EfVRiDGLPTDLPTDLATGAAComjZv3qzJkydrx44dkpzfONHG1RXGyqPw+cANGzbooYceUr9+/fTggw+qbt26Fdo/zENYDACqgV27dik3N7fUcY0bN/ZCNX+rW7eugoKClJ2dXeK4rVu3lnuObdu2uTTOm8fdqFEjl8Zt3bqVsBgAAAAAAHCLN954Q/7+/po0aZI9HGY7EeQsNOa43SY1NbVIyKs8nJ3kKnxyq7g7KVqtVj3++OOaNGlShesAAACoTgjCmIV+mIV+VA8EYsxCP8xCP8xCYAwAgKojMzNTH374oebMmSPJeUjMlQUx3MVqtRa5iaTVatWSJUu0Zs0aPf7447rwwgu9Vg88z8/XBQAAPG/nzp0ujXM1yOQOFovFpflcWRGtOLt27XJpnDfDYq7O5WrtAAAAAAAArnj99df10UcfKSQkRJLzcJizFcccPxzHlPfD2X6dze9Yg9VqVXBwsKZMmUJQDAAAoIwIwpiFfpiFflQvA0eM0t0vTHR5/NTxT2n+rBkerKh6ox9moR9mKWs/AACAefbs2aO7775bc+bMKXKOzNk5MW9xds7OarUqPT1dzz//vKZPn+71muA5rCwGoNLJy8vTgQMHtGPHDqWkpCgjI0NnzpzRmTNnlJOTo6CgIAUHB6t27dpq2LChGjZsqDZt2qhFixYVXoKzsjp48KBL4xo2bOjhSorOt2/fvhLHHDt2TNnZ2QoKCirz/l057sDAQNWrV6/M+y6vevXqKSAgoNSV3g4dOuSligAAAAAAQHUxZswYxcfHa8yYMUpKSioS1rIpbvUvd723VtrJr8IhtpiYGE2bNk1dunRxy/wAAADVBUEYs9APs9CP6okVlMxCP8xCP8zCCmMAAFReK1as0CuvvKJz587ZQ1mSd1cRc8YWDLMpvNKZ1WrVl19+qaNHj+rpp5/2SY1wL8JiACqFjIwMLVu2TIsWLdLGjRuVlZVV5n3UqFFDnTp1Us+ePdW7d2+vribla64Gj+rWrevhSgoKDw8vdUx+fr5SU1MVGRlZ5v27EhZzpQZ3slgsCg8P1/Hjx0sc52rADwAAAAAAoCyio6OVkJCg6dOn64UXXrDfyKdwEKzwCStPnsAqbu7mzZtr3LhxuuOOO6rtTaAAAADKiyCMWeiHWehH9UYgxiz0wyz0wywExgAAqHyWLVuml156Sbm5ucXetNGXiruJpOMqY/Pnz5e/v7+eeOIJX5UJN/HzdQEAUJJjx47p9ddf1zXXXKOJEycqOTm5XEExSTp79qySkpL07rvvauTIkXrqqaf0xx9/GPMPsCe5GhbzdnCqTp06Lo0rzypbmZmZOnnypNtqcCdXvs8nTpzQuXPnvFANAAAAAACojkaPHq2dO3fqk08+UY8ePWS1Wu0f0v9WEnPnimI2zvbtOH/37t31ySefaNeuXRozZgxBMQAAgDIiCGMW+mEW+mGWhTt2+GTegSNG6e4XJro8fur4pzR/1gwPVlS90Q+z0A+zlLUfAADAd1auXKkXX3zRHhSTVODcmy/UqlVLY8aM0fnnn2+vR1KR83+2Om2BsV9++UWzZs3ySc1wH1YWg1dMmTJFS5cuLbDNYrHoyy+/9FFFqAy++uorzZ8/3yOBGavVqqSkJCUlJal9+/a666671L17d7fPY4pjx46VOiYgIEBhYWFeqOZ/XA2nuVJ/YaWt3FXWGtzJ1TmPHz+uZs2aebgaAAAAAABQXQUEBOjWW2/Vrbfeqq1bt+rLL7/U3LlztXbt2gInrjwRGCu8/27dumnIkCEaOXKkOnTo4Na5AAAAqhOCMGahH2ahH2b5NDlZ05OTfTY/KyiZhX6YhX6YhRXGAAAw3/79+/XKK68oLy+vzKuJlXYOriJhs8DAQI0cOVIjR47UiRMn9Ntvv+nbb7/V0aNHC6wmVrgeq9Wq//znP+rUqZM6d+5c7vnhW4TF4BWnTp1SampqgW3cDRal+fHHH70yz9atW/X4449ryJAhuv/++1WjRg2vzOtNp06dKnVMaGioFyopyNXvdXp6epn37epzfNHvshw3YTEAAAAAAOAN7du314svvqgXX3xRx48f1++//67k5GStWbNGGzZs0OHDh902V6NGjRQdHa3u3bsrJiZGF110kSIiIty2fwAAgOqKIIxZ6IdZ6IdZytoPTyEQYxb6YRb6YRYCYwAAmCs7O1v/+te/dPbsWZeCYs4yFN5YfaxevXq6/vrrde2112revHmaMWOGUlNTi6yCZguR5efna+LEiZo2bZqCgoI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jbNv79u2rMWPGaPjw4QoODi53fQDgKSdOnNDDDz+sL7/80un5L8eT75dccommTJmi1q1bV3heT72eA/CMP//8U507dy7XcwleeBZBGLPQD7P4sh9z/vpLN82cWeKYt39arMh27d0ynynmz5qhqeOfcnn83S9M1MARozxYUfVGP8xCP0qXsn2rHr2yf4ljNm3apE6dOnmpIrgiJCREWVlZRbYHBgZq/vz5PqgIAFDZpaamKiEhQYmJiVq7dq39+tri3r8ubiUyG9vj/v7+6tixo+Lj4xUXF6e2bdt66AjgaYTFKqnMzEx99NFH+umnn5Sfn++T0JizOTt16qQnn3xSkZGRXqkBAFD1EBYD4EufffaZS+NuvfVWD1cCAAAAVIw3wgVLlizRtGnTNHv2bGVmZkoqPThW3Iko2/bw8HCNHDlSd9xxh7p16+aWOgHAnX799Vfdc889SklJKXAzRcfPJSk0NFTjx4/X448/Ln9//3LPR1gMqFzKGxYjCONZBJPMQj/M4ut+VNewmEQgxjT0wyz0o2SExSonwmIAAE/KycnRhg0blJiYqISEBKWkpNgfK/zeteM2R8U9Xq9ePd17770aMGCAJ0qHBxEWq+RSUlL08ccfa/ny5S4lPiuquP23bt1at99+u/r06ePW+QAA1Q9hMQAAAAAAKs6b4YL09HR9+eWXmj59ulavXi2p+PeSHZW22ljXrl115513auTIkQoPD3drzQBQERkZGXr66ac1ZcoUp487BmG7dOmi//znP4op50XVhMWAyqU8YTGCMJ7l6yAMCqIfZjGhH9U5LCYRiDEN/TAL/SgeYbHKibAYAMCbDh8+XGDVsczMTPt7y86UdF7PYrHolltu4ebqlZCfrwtAxURGRuqFF17QtGnTNHToUNWoUUNWq7XASShnH64o7nmO+4+Pj9fLL7+sadOmERQDAAAAAAAAgGqodu3auvfee5WUlKT169frgQceUN26dZ2+V+3I9rgt9GD7sG1bt26dHnjgATVp0kQ333yzfv/9dx8cHQAUFRYWpvfff19LlixRVFRUgRPnjq9pVqtV69evV69evfTII4/ozJkzPqwagIkIwniWCUEY/A/9MAv9MMPAEaN09wsTXR4/dfxTmj9rhgcrqt7oh1noBwAAQPk1atRIQ4cO1W233abrr79eYWFhkpyvKCYVPGdnG+dq5gTmCvB1AXCP1q1b65FHHtG9996rP/74Q6tWrVJiYqLS09MLjLP90Lr6w1s4PRoQEKAuXbqoZ8+e6tevnxo0aOCeAwAAAAAAAAAAVHrR0dF655139MYbb2j27NmaPn26Fi5cWCA8YVM4XCHJ6Y3Lzp07p//7v//T//3f/6lNmza64447dOutt6pJkybePTgAKKRPnz7asGGDxo8fr7feekt5eXkFXudsgbG8vDy9++67+u677/T+++/riiuu8GHVAExB8MKzCMKYhX6YhX6YxbYSkqsrKNnGVZcVlLyNfpiFfgAAAJRNRkaGkpOTlZiYqKSkJJ04ccL+WHGrihXmeM4OlRthsSomODhYAwYM0IABA5Sfn6+dO3dq27Zt2rZtm3bt2qUjR47o+PHjys/PL3VftWvXVsOGDdWiRQudd955Ou+883T++ecrNDTUC0cCAAAAAADcIT8/X2fPnlV2drZycnKUk5OjgIAABQUFKSgoSDVq1JCfH4vPAwDcKygoSDfccINuuOEGpaSk6OOPP9Znn32mlJQUSUVDYTaOnzsLlu3cuVNjx47VuHHjNHjwYI0ZM0ZDhw71xiEBgFPBwcF67bXXNGLECI0ePVrr168v8Prm+Pm+fft01VVX6dprr9U777yjxo0b+7J0AD5E8MKzCMKYhX6YhX6YiUCMWeiHWegHAABAybZu3aqkpCQlJCTor7/+sudEXA2HoeoiLFaF+fn5qV27dmr3/9i787Coyv5/4O9hlUUWRcElEMVdRFTE7XEXd8vHPbcyTctKy9JvlqWWuWaZlmk+amqmPpVbbrjlvi9oQiqCiAqiyCL7Nr8//A3PALMcZs7M3MD7dV1cwZl7zv0585lGmDnvc9evj379+hVuLygowLNnzwpPFMvOzkZBQQHs7Oxgb2+PSpUqoUqVKrCzs7Ng9UREREREREQkRXZ2NsLCwnD9+nVERUUhOjoa9+7dw9OnT5GYmIiUlBS9+3B1dUWVKlXg4eGBOnXqwNfXF3Xr1kXz5s0REBCASpUqmeFIiIiovPL29sbcuXMxZ84cHDp0CGvXrsXu3buRk5MDQHMoTP17TSuS5eXl4c8//8S+ffuQl5dnpiMhItIuMDAQly5dwqJFi/DFF18gOzu7xCpjwIvXsN9//x2HDh3CokWL8Oabb1qqZCKykJmdOzN4YUIMwoiF/RAL+yE2BmLEwn6Ihf0gIiIi+p/U1FRcvHixcPUw9XNCtF2UsfhtVDEwLFYBWVlZwcPDw9JlEBEREREREZEBMjMzcezYMRw6dAhHjx5FREQE8vPzS4wrzRt9ycnJSE5ORlRUFC5evFjkNisrKzRu3BjdunVDz5490bVrVzg6Ohp9HEREVPEoFAqEhIQgJCQEz549w8aNG7F+/XrcuHGj8HYpq42pj+EHW0QkEmtra8yaNQv//ve/MWHCBJw5c6bEKmMKhQJKpRIpKSl46623sGnTJvz0009o1KiRhasnInN5pWlTS5dQbjEIIxb2QyzsR9nAQIxY2A+xsB9ERERUUSmVSkRERBSuHnb79u3Cz8eKf07GgBipY1iMiIiIiIiIiKgM2L9/PzZv3ozdu3cjIyMDgO439oq/CSiFppPu8/Pz8ffff+PmzZtYsWIFHBwcMHDgQIwePRp9+/Yt9RxEREQAUKVKFUybNg3Tpk3DxYsXsXbtWmzbtg2pqakApK02RkQkqkaNGuHUqVNYsWIFPvnkE6SlpZUIjam+P336NFq0aIGZM2fik08+gZ2dnSVLJyIqsxiEEQv7IRb2o2xhIEYs7IdY2A8iIiKqKJKSkgrDYZcvX8bz588B6A+HaRpDFZeVpQsgIiIiIiIiIiLN8vLy8J///AeNGjVC//79sXXrVqSnpxcJdalWJyj+paIaq+tLRde+VGMzMjKwbds2DBgwAA0bNsTatWuRm5tr3geGiIjKlaCgIKxevRpxcXFYv349/vWvf2n9t46IqCx59913cePGDYSEhBR5TSsefM3JycGXX36JgIAAnDhxwmL1EhGVVQzCiIX9EAv7UTaFDB+NSXMXSx6/+vMZCN222YQVVWzsh1jYDyIiIiqPCgoKcOPGDaxbtw6TJk3CkCFDsGjRIvz1119ITU3V+bmZtvM/jKHaNz+bK9u4shgRERERERERkYAOHjyIqVOn4s6dOyUCXcUZ+4afvhXKis+pGn/nzh1MmjQJS5Yswbfffos+ffoYVQcREVVsDg4OGDduHMaNG4fIyEisXbsWmzZtQlxcHADN/yYREYnOx8cHBw4cwM8//4zp06fj2bNnWlcZu3XrFrp27Yrx48djyZIlcHNzs2DlRERlA4MwYmE/xMJ+lG1cQUks7IdY2A8iIiLSZ9++fbhx40aRbQqFAjNmSPv9wRwSExNx4cIFnD9/HleuXEF6ejoAy6wepmsOOzs7eHh4yDofmQfDYkREREREREREAsnMzMTkyZOxefPmEisOqJTmjT8pJ9Xr2p+mNyKLr1x2584d9O/fH6+++ip+/PFHODk5Sa6PiIhIEz8/PyxcuBDz58/H3r17sW7dOuzbtw95eXkMjBFRmTRu3Dj06dMHU6ZMwe+//174e7UqMKYeGlu3bh3+/PNPfPvtt2jbtq2FKyciEheDMGJhP8TCfpQPDMSIhf0QC/tBREREuty4cQMHDx4sceEuS4bF8vPzcePGDVy4cAEXLlxAdHR04W36AmJyh8P0zVG7dm0EBQUhODgYLVq0gJ2dnezzk+kxLEZEREREREREJIh79+6hX79++Oeff4qsMgBof/NPjhPm9e1Dfe7iq5ypv7m6ZcsWXL58GXv37oWvr6/RdREREVlbW2PgwIEYOHAgHj9+jA0bNmD9+vW4ffu2pUsjIiq16tWr47///S927NiBd955B3FxcSVOVlAFyB4/foxXX30VQUFBFq6aiEhMDMKIhf0QC/tRvjAQIxb2QyzsBxEREUlhiqCVVAkJCYXhsCtXriAzM1NjTZZePaxSpUpo0aIF2rRpg+DgYNSoUUPWuckyGBYjIiIiIiIiIhLArVu30KNHDzx8+BAAipw0qq60bxLa2NjA2dkZdnZ2sLGxgY2NDfLy8pCXl4fc3Fw8f/4ceXl5Wu9ffCUx9fnUVz5TndT6zz//oFOnTjh8+DAaNmwo4ciJiIik8fT0xMyZMzFz5kycOnUKa9euxW+//WbpsoiISm3QoEHo1q0b3n//fWzYsKHERRjUv7948WLh90RE9AKDMGJhP8TCfpRPDMSIhf0QC/tBRERE+qjOZTCHvLw8hIWFFQbE7t+/X3ibaKuHeXt7Izg4GG3atEHz5s1ha2sr+/xkWQyLERERERFRmVFQUICMjAzk5OQgNzcXubm5sLGxgZ2dHezs7ODo6AgrKytLl0lEVGpPnjxBz5498fDhQ0khMfXbqlWrhlatWqFx48bw8/ODr68vPD09UaNGDbi5uaFSpUp658/OzkZycjLi4uIQHx+P6OhoREZG4p9//sHly5eRkJBQpI7iNaqHxgDg4cOH6NmzJy5duoTq1asb8pAQERHp1LFjR3Ts2BErV660dClERAZxdXXFunXr8Oqrr2LSpEmIjo4uchEG9e+JiOh/GIQRC/shFvajfGMgRizsh1jYDyIiIrKkuLg4nD9/HhcvXsTVq1eRnZ0NQLxwmKOjI1q2bImgoCAEBwfzXI4KgGExMot9+/bhxo0bRbYpFArMmCHtDzQiIiIiqhiys7MRFhaG69evIyoqCtHR0bh37x6ePn2KxMREpKSk6N2Hq6srqlSpAg8PD9SpUwe+vr6oW7cumjdvjoCAAEmhCSIicyooKMCQIUPw4MEDjUGx4iExBwcH9O3bF71790aPHj3g4+NjdA329vbw9PSEp6enxttjYmJw5MgRHDx4EH/++ScyMzO1hsZU2x48eIAhQ4bg+PHjGldDIyIikoOzs7OlSyAiMkqPHj1w48YNzJo1CytXriyxshgDY0RE/8MgjFjYD7GwHxUDAzFiYT/Ewn4QERGRueTk5ODatWuFq4c9fPiw8DZzB8Q0nYuhPkfdunXRpk0btGnTBv7+/rC2tpZ1fhIbw2JkFjdu3MDBgwdLfLjFsBgRERFRxZaZmYljx47h0KFDOHr0KCIiIpCfn19iXGn+UE5OTkZycjKioqJw8eLFIrdZWVmhcePG6NatG3r27ImuXbvC0dHR6OMgIjLGDz/8gJMnT+oMiimVSjRu3Bjvv/8+RowYYfYT4318fDB+/HiMHz8e6enp+PXXX/Htt98iPDy8xIoH6ie0nj59GitXrsS7775r1nqJiIiIiMoSR0dHfPvttxgxYgTeeOMNREREcGUxIqJiGIQRC/shFvajYmEgRizsh1jYDyIiIjKVBw8eFK4eFhYWhpycHADirR7m7OyMli1bIjg4GG3atEHVqlVln5/KDobFyOz4oRYRERER7d+/H5s3b8bu3buRkZEBQPfviYasSKNUKkvsMz8/H3///Tdu3ryJFStWwMHBAQMHDsTo0aPRt2/fUs9BRGSspKQkzJ49u0RQTP3natWqYcGCBXj99deFWKHLyckJEyZMwIQJE7B+/Xp8/PHHSEhIKHEiq+rnzz77DKNHj4a7u7sFqyYiIiIiEl/btm1x7do1zJs3D4sXL0ZeXp4QfwMQEVkagzBiYT/Ewn5UTAzEiIX9EAv7QURERHLIysrC1atXC1cPi4+PL7xN0wWA1Zlz9TCFQoH69esjODgYQUFBaNq0KaysrGSdn8ouhsXI7HgVRCIiIqKKKS8vDz///DOWLFmCO3fuANB/dZXipPweqdqHtn2ph8gyMjKwbds2bNu2DX5+fvjoo48wbtw42Nra6p2HiEgOa9asQUpKSpG/ldW/79SpE7Zu3QovLy9LlqnV66+/jn79+mH48OE4fvx4Ye2q1cUAIDU1FWvWrMHMmTMtXC0RERERkfhsbW3xxRdfYOjQoXjjjTdw+fJlS5dERGRRDMKIhf0QC/tRsTEQIxb2QyzsBxERERkiJiamcPWw69evIy8vD4B4q4e5uLigVatWhQExXriXtGFYjIiIiIiITO7gwYOYOnUq7ty5Y/Krq+hboUzbH9N37tzBpEmTsGTJEnz77bfo06ePUXUQEUmxatWqIq9LqrCVQqFAr169sGPHDtjb21uwQv2qV6+OgwcPYtCgQdi/f7/G4NsPP/zAsBgRERERUSk0b94cFy9etHQZREQWxSCMWNgPsbAfBDAQIxr2QyzsBxEREemTmZmJy5cvF64e9uTJk8LbRFs9rFGjRoXhsMaNG+u9IDsRwLAYERERERGZUGZmJiZPnozNmzcX+QNWXWn+eJbyh66u/Wm60ov6PpVKJe7cuYP+/fvj1VdfxY8//ggnJyfJ9RERlca1a9dw//79IgExFT8/P2zfvl34oJiKnZ0dtm3bhlatWiEyMrLEMT148ABXr15FYGCghSslIqqY+IEREREREZU1DMKIhf0QC/tB6hiIEQv7IRb2g4iIiIqLiorC+fPnceHCBdy8eRP5+fkAxFs9zM3NDUFBQWjTpg2CgoLg4uIi+/xU/jEsRkREREREJnHv3j3069cP//zzT4kQhLY/oOU4iVXfPtTnLn4VGNV9lUoltmzZgsuXL2Pv3r3w9fU1ui4iouIOHjxYYpvq9XL58uVwdna2QFWGc3Z2xnfffYc+ffpofC0+ePAgw2JERBZgig+viIiIiIhMiUEYsbAfYmE/SBMGYsTCfoiF/SAiIiLVZ2VKpRITJ04ssR2w/OphVlZWaNq0Kdq0aYM2bdqgQYMGss5NFRPDYkREREREJLtbt26hR48eePjwIQAUCWGpK+0f2jY2NnB2doadnR1sbGxgY2ODvLw85OXlITc3F8+fP0deXp7W+xdfSUx9PvWVz1Qr4vzzzz/o1KkTDh8+jIYNG0o4ciIi6cLCwgq/V73uAIC/vz969+5tqbKM0qtXLwQEBCAsLKzE66368RIRkel5eHhg/fr1li6DiIiIiKhUGIQRC/shFvaDdGEgRizsh1jYDyIiIlLRFRAz9+phVatWRVBQEIKDg9GqVasyd0FhEh/DYkREREREJKsnT56gZ8+eePjwoaSQmPpt1apVQ6tWrdC4cWP4+fnB19cXnp6eqFGjBtzc3FCpUiW982dnZyM5ORlxcXGIj49HdHQ0IiMj8c8//+Dy5ctISEgoUkfxGtVDYwDw8OFD9OzZE5cuXUL16tUNeUiIiDSKiIgosU2hUGDo0KEWqEY+Q4YMKREMUyqVGo+XiIhMx8nJCePGjbN0GUREREREkjEIIxb2QyzsB0nBQIxY2A+xsB9EREQEmD4gpuvC6TY2NkVWD6tXr56scxMVx7AYERERERHJpqCgAEOGDMGDBw80BsWKh8QcHBzQt29f9O7dGz169ICPj4/RNdjb28PT0xOenp4ab4+JicGRI0dw8OBB/Pnnn8jMzNQaGlNte/DgAYYMGYLjx49r/KOeiMgQ8fHxGl9T2rRpY4Fq5FO8ftWqaY8fP7ZQRUREREREREQkOgZhxMJ+iIX9oNJgIEYs7IdY2A8iIiIy9+ph1atXLwyHtWrVCg4ODrLPT6QNw2JGePToEZKTk+Hs7IyXXnpJlpNGP/jgAxkqE8/9+/ctXQIRERERmcEPP/yAkydP6gyKKZVKNG7cGO+//z5GjBhh9iW0fXx8MH78eIwfPx7p6en49ddf8e233yI8PLwwNFY8MKZUKnH69GmsXLkS7777rlnrJaLy6/nz5xq316xZ08yVyEtb/dqOl4iIiIiIiIgqNgZhxMJ+iIX9IEMwECMW9kMs7AcREREZS9fqYba2tmjevDmCgoIQHBwsy4XTiQzFsFgp5efn4/fff8fvv/+Op0+fFm6vXLky+vfvj1GjRhmV+Lx27Vq5XqlAfXUGIiIiIipfkpKSMHv27BJBMfWfq1WrhgULFuD1118X4vdCJycnTJgwARMmTMD69evx8ccfIyEhoUhgDPjfqjifffYZRo8eDXd3dwtWTUTlRU5OjsbtlSpVMnMl8tJWv7bjJSIiIiIiIqKKi0EYsbAfYmE/yBgMxIiF/RAL+0FERESlpWv1sBo1ahSuHhYYGFjmz/mg8oNhsVJIS0vDJ598gr///rvEEoSpqan49ddfcfbsWSxatAgeHh5GzWWKJQ6JiIiIiExpzZo1SElJKRK0Uv++U6dO2Lp1K7y8vCxZplavv/46+vXrh+HDh+P48eOFtatf8CA1NRVr1qzBzJkzLVwtEZUHzs7OSElJKbE9KSnJAtXIJzk5WeN2c68kSURERERUVuXk5OD+/fuIjY1FamoqMjIyoFAo4ODgAHd3d3h7e+Oll16CtbW1pUslIjIKgzBiYT/Ewn6QHBiIEQv7IRb2g4iIiHTRtXqYvb09AgICCgNitWvXNnd5RJIwLCaRahWBGzduAND+AhAdHY1PP/0U33//vVEf0IiwyoLcGIAjIiIiKt9WrVpV5PdYVdhKoVCgV69e2LFjB+zt7S1YoX7Vq1fHwYMHMWjQIOzfv19j8O2HH35gWIyIZOHq6qoxLBYeHo7WZfjEjvDwcI3bXV1dzVwJEREREVHZkJmZidDQUOzbtw/nzp1DREQE8vPzdd7H3t4eLVq0QMeOHfHyyy+jQ4cOZqqWiEgeDMKIhf0QC/tBcmIgRizsh1jYDyIiIlKna/Ww2rVrIzg4GEFBQWjRogXs7OzMXR5RqTEsJlFoaCiuXbtW5EVA/QVAoVAUnjx6584d7N27FwMHDjR4PgariIiIiKgsuXbtGu7fv18kIKbi5+eH7du3Cx8UU7Gzs8O2bdvQqlUrREZGljimBw8e4OrVqwgMDLRwpURU1vn5+SEmJqbEG45HjhzB2LFjLVSV8Y4cOVLkZ9VraL169SxUERERERGRmKKjo7Fs2TJs2rQJz58/ByD9M8KsrCycP38e58+fx9dff406dergnXfewaRJk+Do6GjKsomIjMYgjFjYD7GwH2QKDMSIhf0QC/tBRERUcelaPaxSpUoIDAxEmzZtEBwcDC8vL3OXR2Q0K0sXUFYcPHiw8HulUlnig5riPx8+fNgsdRERERERiUD992UVVThg+fLlcHZ2tkBVhnN2dsZ3332n9QQtTcdLRFRajRs3LvKzKpy6Y8cOJCcnW6YoIyUnJ+OPP/7Q+KZqkyZNLFAREREREZF4MjIy8P7776Nx48b44YcfkJqaWuTzR9VFKvV9qe6jVCoRHR2NDz/8EPXr18emTZssfIRERNoxCCMW9kMs7AeZUsjw0Zg0d7Hk8as/n4HQbZtNWFHFxn6Ihf0gIiKqONTfXwVQ5D1WHx8fDBs2DEuXLsXu3bsxf/58vPzyywyKUZnFlcUkUq0ooI/qg5no6GgzVEVEREREJIawsLDC71W/EwOAv78/evfubamyjNKrVy8EBAQgLCysxN8C6sdLRGSof/3rX1i5ciUAFFnBMD09HXPnzsU333xjyfIMMmfOHKSlpWlcabJjx44WrIyIiIiISL+cnBzMnj1b48Vj/Pz88Oabbxo9x6VLlzBixAhER0cXCYcVp2+FMfUTGtTvExcXh9deew07d+7EunXr4OrqanTNRERyYRBGLOyHWNgPMgeuoCQW9kMs7AcREVHFoP6+q6OjI1q2bIng4GC0adMG1apVs2BlRPJjWEyi3NzcUo3Py8szUSVEREREROKJiIgosU2hUGDo0KEWqEY+Q4YMKREMUyqVGo+XiKi0QkJCYGNjg/z8/MKTPFUhqxUrVqBHjx7o16+fhauUbu/evVixYkWRY1GxtrZGr169LFUaEREREZEkJ06cwJIlSzSGt5YvX270/nfs2IExY8YgMzOzxMUV9IXDiis+vvjVcHfu3Ilbt27hwIEDqF27ttG1ExEZi0EYsbAfYmE/yJwYiBEL+yEW9oOIiKh8Ur/Ybd26ddGmTRu0adMGzZo1g7W1taXLIzIZK0sXUFZ4enqWanz16tVlm1t9ucOy/EVERERE5Vd8fLzG3/natGljgWrkU7x+1TE+fvzYEuUQUTnj6uqKvn37Fp7kqb6qQEFBAYYNG4YDBw5YskTJDh48iGHDhhX+rH5MCoUCffv25YoGRERERCS8ffv2AXjxe6z6l6OjI8aOHWvUvnft2oXhw4cjIyMDwP/eY1DNUVxpP3dT34/q5Ifw8HB06tQJcXFxRtVORGQsBmHEwn6Ihf0gSwgZPhqT5i6WPH715zMQum2zCSuq2NgPsbAfRERE5dtPP/2EiRMnIiAggEExKvcYFpOoXbt2kq7opzoJqm3btrLNXfwDqbL6RURERETl1/PnzzVur1mzppkrkZe2+rUdLxFRaU2dOrXIz+ond2ZmZmLAgAGYM2eOsCuY5+fnY968eejfvz8yMzMBaF4RYdq0aWaujIiIiIio9Pbv318ikKVQKDBkyBC4uLgYvN+wsDCMHDkSeXl5WkNimsJguj5z0xYeU41Rbbt37x569+5d+Ps6EZG5MQgjFvZDLOwHWRIDMWJhP8TCfhARERFReWBj6QLKihEjRmDv3r1IT08vvBqfOvUPYSpVqlTkatqGUF/u0M3NDd7e3kbtz9Lu37+PpKQkrjBGREREVE7l5ORo3F6pUiUzVyIvbfVrO14iotLq2rUrunfvjiNHjhS+F6B6P0ChUCA/Px9ffPEFfv31V3z55ZcYMmSIEH9bK5VK/P7775g9ezZu375d5GRUoOj7Gt27d0eXLl0sVywREQlBqVTi4sWLOHHiBC5cuICEhAQkJiYiNzcXzs7OqFatGurXr4/AwEB07doVderUsXTJRFTBJCYm4tatW0V+l1UZOHCgwfvNzMzE0KFDkZWVVSQEpk7Tdg8PD/j6+sLd3R3u7u5QKpVITk5GUlISoqOj8fTp0yL3L/75peoYlEol/v77b0yZMgXr1q0z+DiIiAzBIIxY2A+xsB/SnTmwB971G1q6jHIpZPhoAC+CLlKoxqnuR/JiP8TCfhARERFRWcewmESurq74/PPP8cknnyA3N1fjiVlKpRJWVlb4+OOPUbVqVdnmbtOmDWbOnCnb/ixh0aJFOHjwoKXLICIiIiITcXZ2RkpKSontSUlJFqhGPsnJyRq3Ozs7m7cQIirXVq5ciRYtWiAnJ0djYEypVOLOnTsYMWIEvL298dprr2H48OFo1KiR2Wu9desWtm7dio0bN+LevXtFVjUAUOKkWjs7O6xcudLsdRIRUenExsbi+vXriImJQWpqKuzs7ApDCsHBwbCzszN43+np6Vi7di2WL1+OmJiYIrcVX1EnNDS08OcWLVpg4sSJGD9+vFHzExFJdeHChcLv1X+ntbW1Rc+ePQ3e78KFCxEZGakxEFb89+g+ffpg1KhRaNu2LerWratzv3fv3sXZs2exadMmHD58uMjv4qo51ANjP//8M0aNGoXu3bsbfCxERKXBIIxY2A+xsB+l89/vl6FKdS8GMEyEgRixsB9iYT+IiIiIqCxjWKwUWrVqhW+//RYLFy7E/fv3S9zu6emJDz/8EK1atbJAdUREREREluPq6qoxLBYeHo7WZfgDzPDwcI3bXV1dzVwJEZVnDRs2xPfff48JEyYUOSlVPTCm+jkmJgbz5s3DvHnz8NJLL6F79+5o06YNWrVqhcaNG8PJyUm2utLT0xEREYErV67gwoULOHLkSOH7IcVDYurb1GtfuXIlGjRoIFtNREQkn8ePH2P16tX45ZdfEBkZqXWcvb09evTogWnTpqFbt26lmuPYsWN47bXX8ODBgxKr6KioB6XVXb16FVOmTMGCBQuwdOlSDB06tFRzExGV1vnz54v8rPqdtn379gZfNCYxMRFLly7VGhRT/Tx69GjMnTsXvr6+kvddr1491KtXD6NHj0ZkZCQ+/fRTbN++XeMqY6qfP/jgA4SFhRl0LEREpcEgjFjYD7GwH4ZhAMO0GIgRC/shFvaDiIiIiMoqhsVKqVGjRli3bh0uX76M69evIzk5GZUrV0aTJk3Qtm1b2NjwISUiIiKiisfPzw8xMTElVuA9cuQIxo4da6GqjHfkyJEiP6tOFKtXr56FKiKi8mr8+PEIDw/HsmXLipxIqh7KKn6C6f3797FhwwZs2LChcD+enp6oU6cOvLy84OXlBXd3d7i4uMDZ2Rm2trawsbGBjY0N8vPzkZubi9zcXKSlpeH58+dISkpCfHw84uPjER0djcePHxepUdMKCLq2T5s2DW+88YZMjxAREcmloKAACxYswMKFC5GRkaE1xKWSlZWFvXv3Yu/evejatSs2bNiA2rVr653nyy+/xJw5c1BQUAAAJf5WUKfpNtW/g7GxsRgxYgT27NmDtWvXcpUxIjKZiIgIjdsDAwMN3ucPP/yAzMzMIuEt9de8qlWrYu3atXj55ZcNngN48b7M1q1bMXjwYEyaNAkpKSklVi0GgL///hv79u1D3759jZqPiEgXBmHEwn6Ihf0wDgMYpsVAjFjYD7GwH0RERERUFjHZZAArKysEBQUhKCjI0qUQEREREQmhcePGRYJVqhOSduzYgeXLl8PNzc1yxRkoOTkZf/zxh8YTV5s0aWKBioiovFu6dCmsra2xZMmSEqsBaAqNqW9XiY+PLxHyMoSm4EDx18PiY9TDbNOnT8eSJUuMroOIiOSVmJiIV155BWfOnNEYWtBGNfbo0aNo3rw5duzYgc6dO2sdP2/ePMyZM6fE/vUF09QVv98vv/yC+/fvY8+ePahcubLk/RARSXX37l2N2wMCAgze58aNG4u8nqn/zuzm5obQ0FCjwmjFDR06FHXq1EGPHj2QlpZWYoUxAFi1ahXDYkRkMgzCiIX9EAv7IQ8GMEyLgRixsB9iYT+IiIiIqKyxsnQBRERERERU9v3rX/8q/F79JKT09HTMnTvXEiUZbc6cOUhLSwNQ8qTWjh07WqIkIqoAFi1ahDVr1qBSpUoANIfDNK04pv6lPsbQL0371TS/eg1KpRL29vb48ccfGRQjIhLQkydP0KlTp8KgmLbX9+JfQNF/j5KTk9G/f3+cOnVK4zybNm3CnDlzNO6/NIrPr1QqcfLkSQwePBj5+fkGPQZERLrcvXtXY4C2WbNmBu3vxo0bhQE09dW9lEolrKyssGvXLlmDYipBQUHYuXNn4c+qeVWvpYcOHUJqaqrs8xIRMQgjFvZDLOyHvFZ/PgOh2zZbuoxyK2T4aEyau1jyePbDtNgPsbAfREREZY8hn1ERlRdcWYyIiIiIiIwWEhICGxsb5OfnlzgJacWKFejRowf69etn4Sql27t3L1asWFHkWFSsra3Rq1cvS5VGRBXAhAkTEBwcjAkTJuDixYslTrZX0bb6l5QVYqTQ94Zp8RBb69atsXbtWjRv3lyW+YmISD7Z2dkYOHAgIiIitP67ok3xgDDw4qIQgwcPxo0bN1C9evXC2x8+fIj33ntP7/2l0LS6plKpxJEjR/Dhhx/im2++kbwvIiJ98vPzkZKSUvhao/565eHhYdA+T5w4UWKbat+vv/56kQvvyK1r164YO3Ysfv755xLHlJubi6NHj+KVV14x2fxEVPEwCCMW9kMs7IdpcMUe0+IKSmJhP8TCfhAREZUNffv2RUBAgKXLILIorixGRERERERGc3V1Rd++fTWe0FlQUIBhw4bhwIEDlixRsoMHD2LYsGGFP6sfk0KhQN++feHq6mqp8oiogvD398f58+exdu1a1K5dW+uKX8XJsaqYtitraVvBrFatWlizZg3Onz/PoBgRkaBmzZqF8+fP61zpS9OqkppWuFR5+vQpJk2aVGQfH374YZGwhaaVyaT+G6Tp3zn1C1IcO3ZMhkeGiOiF9PR0rbcZ+h7AhQsXCr9Xf02ztbXFggULDNpnaSxcuBA2NjYl5geAs2fPmnx+Iqo4GIQRC/shFvbDtLhij2lxBSWxsB9iYT+IiIjE5+/vj969e5f4IqpIGBYjIiIiIiJZTJ06tcjP6id5ZmZmYsCAAZgzZw7y8vIsUZ5e+fn5mDdvHvr374/MzEwAmldamDZtmpkrI6KKbPz48bh79y7Wr1+PVq1aaTyRXld4zBia9q0+f8uWLbF+/XpERUVhwoQJss9PRETyuHLlCr799lutq4lJCXIVH6MKbe3evRvnzp0DAMTExOC3334r8e+B+v08PDwwYcIE7Nq1C+Hh4Xj27BkyMzNx7949nD9/Hl9//TU6duyocWWf4hekeO+99yStjEZEJEVaWprW21xcXAzaZ2RkZJGfVa9rnTp1Mni1stLw9PRE586dNb5W/v333yafn4gqBgZhxMJ+iIX9MA8GMEyLgRixsB9iYT+IiIiISHQMiwmqvH7Ire3q5ERERERU9nXt2hXdu3cvclKn+gmd+fn5+OKLL9C0aVP897//Feb3QqVSid9++w3NmjXD3LlzkZ+fX+SkVPUTVbt3744uXbpYrlgiqpBsbGwwbtw4XLx4EREREfj000/RsmVLANAbHjPmS9P+AwMD8cknn+DmzZu4dOkSxo0bV7haARERiemjjz4qsQKwivoKYHXr1sVbb72F+fPnY/Xq1Vi0aBGmTp2KZs2aFQmNFffVV18BAFasWIH8/PzCedT/PbG1tcWsWbNw7949rFmzBgMGDECjRo3g5uYGe3t7eHt7IygoCO+//z5OnDiBq1evon379loDYwAQHh6OTZs2yftgEVGFZW1trfW27Oxsg/Z5//59ja+bAwYMMGh/hhg4cGCRn1Wv+9HR0WargYjKLwZhxMJ+iIX9MC8GMEyLgRixsB9iYT+IiIiISGQ8m0cwzZs3L/HBkbe3t4WqkY+3tzcCAgIsXQYRERERmdjKlSvRokUL5OTkFDnxVHWiqFKpxJ07dzBixAh4e3vjtddew/Dhw9GoUSOz13rr1i1s3boVGzduxL1794oELQCUODHVzs4OK1euNHudRETqGjZsiHnz5mHevHlITEzEX3/9hUuXLuHKlSu4fv06Hj9+LNtcnp6e8Pf3R8uWLdG6dWt06dLFLCsgEBGRfK5cuYJjx44V/i6uov47b3BwMJYvX442bdpo3c/Nmzcxbdo0HDlypPC+qn3u378fT548wa5du4rcptq/u7s7Dhw4gKCgIMl1+/v749SpU/jss8/w5Zdflqhfte9vvvkGY8eOlbxfIiJtnJ2dtd6WmpqKSpUqlXqfqampGrfXr1+/1PsyVIMGDTRuT0hIMFsNRFQ+MQgjFvZDLOyHZaz+fAaAF8ENkp/qcVU9zvqwH6bFfoiF/SAiIiIiUTEsJphvv/3W0iWYxMiRIzFy5EhLl0FEREREJtawYUN8//33mDBhQokVAIqvVBMTE1MYeHjppZfQvXt3tGnTBq1atULjxo3h5OQkW13p6emIiIjAlStXcOHCBRw5cgT3798vrAWA1hULVLWvXLlS60lWRESWULVqVQwePBiDBw8u3JaZmYno6GjExMTgyZMnSExMxLNnz5CWlobc3Fzk5OQgLy8PNjY2sLOzg62tLZydnVGlShVUqVIF1apVg4+PD3x9feHo6GjBoyMiIjmsXr26xDb1lXPff/99LF26VOPKN+qaNm2KQ4cOYd68eZgzZ06R8QUFBVi2bBnu3r1b4nfqypUr49ChQ4UrYpbWvHnzkJOTg8WLF5e4GIVSqcT169dx/vx5BAcHG7R/IiIVJycnWFtbo6CgoMRrYnR0NKpXr17qfWZkZGjc7uXlZVCNhvD09NS4PT093Ww1EFH5wyCMWNgPsbAflsUAhmkxECMW9kMs7AcRERERiYhhMSIiIiIiktX48eMRHh6OZcuWFQmHqYey1LcDwP3797FhwwZs2LChcD+enp6oU6cOvLy84OXlBXd3d7i4uMDZ2Rm2trawsbGBjY0N8vPzkZubi9zcXKSlpeH58+dISkpCfHw84uPjER0dXWKlHU2rKujaPm3aNLzxxhsyPUJERKbj4OCAJk2aoEmTJpYuhYiILCw/Px9//PFHkd9r1YNiEydOxNdff12qfX722WdISkrC8uXLi+y3+EXQVHMsWLDA4KCYysKFC3Hq1CmcOXNG4wpjv/32G8NiRCSLOnXqICoqqsT28PBwg15n7OzskJWVVWK7nBfH0UfbXPn5+WargYjKFwZhxMJ+iIX9MJ2hUz7Af79fJmksAximxUCMWNgPsbAfRERERCQahsWIiIiIiEh2S5cuhbW1NZYsWVIYDlOd1KkpNKa+XSU+Pr5EyMsQxfermlvXGPUw2/Tp07FkyRKj6yAiIiIiMqeLFy8iMTGxSEBMpXbt2vjmm28M2u+CBQuwa9cuxMTEFO4zOzu7yO/QCoUCwcHBePvtt40/EADff/89WrduXWTFH9Vx7dmzh7+vE5EsGjRoUGKVRAA4deoUXn/99VLvz9XVVWNYLCEhAfXr1ze4ztJISEjQuJ2rCBORIRiEEQv7IRb2w7Ta9x6AKtW9GMAQBAMxYmE/xMJ+EBEREZFIrCxdABERERERlU+LFi3CmjVrUKlSJQCaw2GaVhxT/1IfY+iXpv1qml+9BqVSCXt7e/z444888ZSIiIiIyqSTJ0+W2Kb6/fjLL7+Eg4ODQfutVKkSPvvssyIXg9C04tf7779v0P41CQgIwKBBg0pcgAIA7ty5ozUMQURUGi1atCjys+q1bd++fSgoKCj1/urUqaPxAjbx8fGGllhq2uZycXExWw1EVD4wCCMW9kMs7Id5hAwfjUlzF0sev/rzGQjdttmEFVVs7IdY2A+xsB9EREREJAqGxYiIiIiIyGQmTJiAc+fOoXXr1lpXFAOgMeSlPtaYL137Vyk+tnXr1jh37hzefPNNUz9EREREREQmcfXq1cLv1X//dnZ2xtChQ43a95AhQwrDZuorfal4eHhg0KBBRs1R3KhRo7TedvbsWVnnIqKKqXv37oXfq79vkJCQgH379pV6f82aNdO4XVOY11SKz6UK+Pr4+JitBiIq+xiEEQv7IRb2w7wYwBAL+yEW9kMs7AcRERERiYBhMSIiIiIiMil/f3+cP38ea9euRe3atbWu+FWcHKuKaQqGASVDaKpxtWrVwpo1a3D+/Hk0b97cHA8PEREREZFJREREFPlZ9Tv4wIEDC1f/NZSzszN69uxZYqUv1Ry9evWCjY2NUXMU17dvX7i6ugJAib8fbt68KetcRFQxdejQAY6OjgCKvs4olUrMnz+/1Pvr0qVLkZ9V7z/s2bPHqDpLY9euXRrfc2nUqJHZaiCiso1BGLGwH2JhPyyDAQyxsB9iYT/Ewn4QERERkaXJ+2ktEQnj4cOHOHz4sMaTo/38/NCxY0cLVCUvpVKJ+/fvIyoqCtHR0Xj27BkyMjKQmZkJe3t7ODo6wsXFBd7e3vD19UW9evVgZ2dn6bLLtMzMTNy9exdRUVGIjY1FWloa0tPTkZeXBwcHBzg5OcHDwwO+vr6oW7cuatWqZemSZZGUlITIyEhER0cjLi4O6enpyMjIgFKphJOTE5ycnFCjRg34+vrCz88P7u7uli6ZiEhI48ePx9ixY/HLL79g5cqVuHz5cuFt2lYbk4u2MJpKy5Yt8e6772LUqFGyn9RKRERERGQJsbGxGn8PDgoKkmX/gYGB2L17t8bbWrVqJcsc6mxtbREUFITDhw+XOK5bt27JPh8RVTz29vYYMmQINm7cWBjsUv33woUL2LBhA1577TXJ++vTpw9sbGyQn59fZPu9e/dw4MAB9O7dW+YjKOrPP/9ETExMkWNRkevfAiIq3xiEEQv7IRb2w7JCho8G8CJYIYVqnOp+JC/2Qyzsh1jYDyIiIiKyJJ4FSVTOFBQU4LfffsO6deuQnZ2tcUyvXr3KdFjsypUrOHbsGM6ePYvExETJ96tUqRKCgoLQsWNHdOnShcExiTIzM3H48GGcPn0aV65cQW5uruT71qhRA+3atUP37t3RpEkTE1Ypv4SEBBw8eBBnzpzBrVu3JAcWFAoF6tevj/bt26NXr17w8vIycaVERGWLjY0Nxo0bh3HjxuHWrVv45ZdfsG/fPly9erXIa6221caMUXz/gYGB6Nu3L1599VU0btxY1rmIiIiIiCwpNzcXz5490xgQCAwMlGWOgIAArbe1NtFJkM2bN8fhw4dLbI+JiTHJfERU8UyYMAEbN24ssk31Wvr++++jffv2aNCggaR9ubu749///je2b99e+Dqsvq8ePXqY7II1ubm5+OCDD7S+t9KrVy+TzEtE5QeDMGJhP8TCfoiBAQyxsB9iYT/Ewn4QERERkaUwLEZUjty7dw+LFy9GRESEpUsxiaNHj+LXX39FZGSkQffPysrCyZMncfLkSfz444945ZVXMHToUDg4OMhcafmQkpKC7du3Y/fu3UhLSzNoH3Fxcfjjjz/wxx9/oGnTphg1ahTatWsnc6XyiomJwebNm3Hs2LESV3yVQqlU4vbt27h9+zY2btyIzp07Y/To0ahbt64JqiUiKtsaNmyIefPmYd68eUhMTMRff/2FS5cu4cqVK7h+/ToeP34s21yenp7w9/dHy5Yt0bp1a3Tp0gUeHh6y7Z+IiIiISCTPnz/Xepu3t7csc1SvXl3rbTVq1JBljuKaN29e5GdV6CIhIcEk8xFRxdOxY0e0b98eZ8+eLRK4VSgUSElJQd++fXHixAnUrFlT0v6mT5+O7du3A0CR8O7t27cxZcoUrF692iTHMWnSJERGRpZYIQ148Vrq4+NjknmJqHxgEEYs7IdY2A+xMIAhFvZDLOyHWNgPIiIiIrIEhsWIyoH8/Hz8+uuv2LhxY6lWfSor7t+/j2XLliEsLEy2fSYlJWH9+vXYu3cv3nvvPXTo0EG2fZcHhw4dwg8//IDk5GTZ9nnz5k3MmjUL7du3x9SpU3WeUGQJOTk52LRpE7Zu3Yq8vDxZ9llQUIBjx47hxIkTGDJkCF577TVUqlRJln0TEZU3VatWxeDBgzF48ODCbZmZmYiOjkZMTAyePHmCxMREPHv2DGlpacjNzUVOTg7y8vJgY2MDOzs72NrawtnZGVWqVEGVKlVQrVo1+Pj4wNfXF46OjhY8OiIiIiIi88rKytJ6m4uLiyxz6NqPq6urLHMUpy2c8fTpU5PMR0QV08KFC9GpU6fCYJd6YCwqKgrt2rXDnj17SgRYNQkKCsKrr76KLVu2lAhurV27Fk5OTli2bJms9U+ZMgUbNmwoEhBTUSgUeOutt2Sdj4jKFwZhxMJ+iIX9EBMDGGJhP8TCfoiF/SAiIiIic2NYjCRJSUnB1atXce3aNTx58gTJycl4/vw5bG1t4ejoiBo1asDHxwctWrRA48aNYWVlZemSK4w7d+5g8eLFBq+2JbrQ0FB8/fXXyMnJMcn+ExIS8Omnn2LAgAF47733YGNTsV8Ws7KysHDhQhw/ftxkc5w5cwZhYWH45JNPhFllLC4uDp988gmio6NNsv/8/Hxs27YNZ86cwVdffYXatWubZB4iovLGwcEBTZo0QZMmTSxdChERERFRmVI8HKBOrrCYs7Oz1tvc3NxkmaO4ypUra9yemZlpkvmIqGLq2LEjxowZg02bNhUGrtQDY7GxsQgODsYXX3yB999/H9bW1jr3t2zZMhw9ehSPHz8uERhbvnw5rl27hg0bNhi98uPdu3fx2muv4cyZM0W2q0JvAODl5YUxY8YYNQ8RlV8MwoiF/RAL+yE2BjDEwn6Ihf0QC/tBREREROZUsVMRpNeNGzewadMmXL58ucRtqhMOFAoFwsPDC7e7uLigT58+eOWVV4RbOag8ycnJwcaNG7F161bk5+dbuhyTWLNmDX799Ve94xo2bIgePXqgWbNm8PLygrOzM7KyspCYmIjw8HCcPn0aZ8+eRUFBgdZ97NmzB7GxsZg3b57Wk07Ku6dPn2LWrFm4c+eOznG2trbo3LkzgoOD0bhxY7i5ucHe3h6pqal4+PAhrl+/jtDQUNy/f1/rPtLT0/Hpp5/izTffxPDhw+U+lFK5ceMGZs+ejZSUFJ3jXF1d0bNnT7Rs2RJ+fn6FJ1alpqYiMjISV69eRWhoqM79xMbG4u2338acOXPQsmVLWY+DiIiIiIiIiEjFyclJ6225ubl6gw1SqIcPipNj/5poe98uOzvbJPMRUcW1cuVKHD9+HLGxsRoDY9nZ2Zg5cybWrl2LOXPmYOjQoVpf+6pXr46tW7eiZ8+eyMvLKxEYO378OJo1a4bx48dj8uTJaNSoUalqvXnzJn744Qf8/PPPyMzMLLJvFdW2+fPnw8HBwajHhojKJwZhxMJ+iIX9KBsYwBAL+yEW9kMs7AcRERERmYvi2LFj2i8xShVWSkoKFixYgIsXLwLQfCXa4h80Fb/Nzs4OQ4cOxZgxY2Bra2vSeiuamzdvYsmSJYiJiTHo/r169cL//d//yVyVvFatWoXt27frHOPj44Np06ahRYsWevcXFxeHFStW4OzZszrHNW7cGF9//XWF+7A0OTkZU6dO1RnwAoCQkBBMnjwZ7u7uevd58uRJrFy5EgkJCTrHTZo0CSNGjChVvXIJDw/H9OnTkZWVpXWMvb09xowZg6FDh8LOzk7n/nJycvDbb79h06ZNeve5aNEiBAQEGFx7eRYSEoLc3NwS2+3t7XU+rkRERERERET0Qk5ODipVqlQikKBQKBAfH49q1aoZPUdMTAx8fX01zmGqi1tFRUXBz8+vSFBNqVTCxsYGOTk5JpmTiCquS5cuoWvXrsjIyABQ9CKKxX+uWbMmxo4di2HDhml933fXrl0YNmwY8vLyCu+v/lmbar+BgYFo164dgoODUbduXbi5ucHNzQ0KhQJJSUlITk7G3bt3ce7cOZw5cwbXr18vUU/x7xUKBXr06IGDBw/K/jgRUVE3b95Es2bNdI45+/bbaCzQRVcZhBEL+yEW9sP09v7zD0Zt3apzzDd7jsG7fkNJ+wvdtllyAAMAJs1dzACGCbEfYmE/xGJMP+7fuYX3B3TVOf7vv/9G06ZNjaqR5FWpUiWNF72ytbVFaGioBSoiIiKi8o5hMYGtW7cOz549K9V9evToISk4o0t4eDjmzJmDxMTEEh9QSaV+v3r16mHOnDmoWbOmUXURkJWVhf/85z/4448/dK6SpY/oYbFNmzZh3bp1Osd07doV//d//6c3vFPc9u3bsXr1ap2PX2BgIBYtWlRhQo4ZGRmYNm2azhXFbG1t8X//93/o1q1bqfadlpaGzz77DFevXtU5bvr06ejfv3+p9m2s6OhoTJ06Fc+fP9c6pnr16liwYAHq1q1bqn1HRUXh448/1hmUc3R0xDfffIMGDRqUat8VAcNiRERERERERMaztbUt8h6YKixw+/Zt1KtXz+j9WyIsFhYWhsDAwBJhMVdXVyQlJZlkTiKq2Pbv34+XX3658HVN0+dmxbd5eXmhW7duCA4ORmBgIJo0aVJ4AbYjR45gxIgRhZ//qV431fdTfP+6aLqPplBb7dq1cfXqVVStWrU0h09EBihrYTEGYcTCfoiF/TAPucNiAAMxomE/xMJ+iMXQfjAsVjYxLEZERETmZmPpAkiz6OhobN68udQhLT8/P6PCYteuXcPHH39c+Euppg+79FEoFEU+gIqMjMS7776LJUuWlDpwQf9z9epVLF26FI8ePdI6xsbGBgqFQmPIoqw4f/481q9fr3NMz5498fHHH5f6/w8AGDZsGJycnLB06VKtY65evYrVq1fjnXfeKfX+y6KlS5fqDIpZW1vjyy+/RJs2bUq9b2dnZyxatAgzZ87UGRhbvnw56tWrh8aNG5d6DkNkZGTgs88+0xkUq1q1Kr777jt4enqWev9169bFihUrMGXKFDx9+lRrDZ9//jl++uknODs7l3oOIiIiIiIiIiJdPD09ERcXV2L706dPZQmLWUJycrLG7XxvhYhMpU+fPvj9998xYsQIZGVlFQZj1QNZxUNacXFx2LJlC7Zs2VK4HxcXF/j4+KB69epo0KABzp49W+R+xfcj9TM5VQ0qmoJinp6eCA0NZVCMiEpgEEYs7IdY2I+yTRVskRrAUI1jIMY02A+xsB9iMbQfjVoGmawmIiIiIio/rCxdAGm2Z8+ewu9VHwrp+zJWbGwsZs+ejezs7MIPpQzZv6YPyZKSkvD+++/j4cOHRtdZ0aSnp+Prr7/G9OnTdQbFGjRogB9//BFVqlQxY3XyevLkCRYsWKDz+da0aVN89NFHBgXFVPr164fhw4frHPP777/j1KlTBs9RVuzevRvHjh3TOWbKlCkGBcVUbG1tMW/ePNSqVUvrmLy8PHzxxRdIS0szeJ7S+Prrr/HgwQOtt9va2uKrr74yKCimUr16dcyfP1/nCnXx8fFYvHixwXMQEREREREREWnz0ksvaXyf7fbt27LPZcx7daWRkpKicTvDYkRkSgMGDEBoaCg8PDx0BrtU24t/vqZUKpGSkoLr16/jyJEjOHfuXOF9VdTHqu9Hylfxz/LUa/P29saRI0fQqFEjcz5kRFQGMAgjFvZDLOxH+RAyfDQmzZX+Wfzqz2cgdNtmE1ZUsbEfYmE/xGJIP84c2KN/IBERERFVeAyLCSg3NxeHDx8u/DBHygdBxsrLy8OcOXOQnp5e4gqIhir+wdTz58/xySefIDMz0+h6K4pz587h9ddfx59//qm1H3Z2dnjzzTfxww8/lNkrAqt88803Wk/4AAB7e3v83//9n87wjVTjx4+Hj4+PzjHLli0zW3jJEhISErBq1SqdY1q1aoVBgwYZPZezs7PekF9cXBx+/PFHo+fS5/jx4zh69KjOMWPGjEGDBg2MnqtBgwYYM2aMzjEnT57E4cOHjZ6LiIiIiIiIiEjdSy+9pHG7KcJicl3QTJ9nz56VmFehUBh1wR8iIik6dOiAsLAwdO3aVeuqYtqCY6VdNUzqRSSL76v4PD169MDly5fRpEkT2R8PIirbGIQRC/shFvajfGEgRizsh1jYD7GUth///X6ZCashIiIiovKCYTEBnTt3rjCgYo4VxQBg48aNiI6Oli0opk59X7Gxsfj+++9l23d5lZmZia+++goff/wxnjx5onWcv78/1q5di5EjR8La2tqMFcrv7NmzOHv2rM4xw4cPR+3atWWZz87ODlOnTtU5JikpCevXr5dlPhF9//33yMrK0nq7tbU1pk2bJtt8AQEB6Nmzp84x+/fvx61bt2Sbs7isrCy9AbmaNWvi1VdflW3OV199FTVr1tQ5ZvXq1QzSEhEREREREZGsvL29NW6XKyzm6OiIl19+GQMHDsTLL79c+DVw4EBZ9q9JeHi4xu1169Y12ZxERCpeXl44fPgwli9fDjc3N42hMUDzZ3vq4+RejbF4SMzV1RWrVq1CaGgoqlatKutcRFT2MQgjFvZDLOxH+cRAjFjYD7GwH2IpbT+IiIiIiPRhWExAUlaYkfMDpbi4OGzbts2goJjUFc5UV3hVKpXYv38/rl27ZmzZ5drDhw9x6NAhrbc7ODjgvffew/Lly7VeIbgsyc/Px8qVK3WOqVy5MoYOHSrrvIGBgQgMDNQ5ZufOnYiJiZF1XhFcvXoVJ06c0DkmJCREtnCeyrhx43QGGwsKCrBixQpZ51T366+/4vHjxzrH6KuxtKytrTF27FidY54+fYpffvlFtjmJiIiIiIiIiIqvJKN6f/bixYuy7L9atWrYsWOHxi9T0fa+sq+vr8nmJCJSp1Ao8O677+L27dt46623YG9vLykMJueFILWtWObo6IgPPvgAt27dwqRJk4yag4jKJwZhxMJ+iIX9KN8YiBEL+yEW9kMsDIwRERERkZwYFhNMVlYWzp8/rzN4pf7Bj1KpRK1atdCxY0cMHjwYzZo1K/Wc69evR25ubuE+9dH1YZfU4Njq1atLXSe90Lp1a6xbtw6DBg2S/eqTlnLo0CE8evRI55j+/fvD2dlZ9rmHDRum8/aCgoJyGeLZuHGj3jHDhw+Xfd6aNWuiY8eOOsfcvHkTV65ckX3u9PR0/P777zrHeHh4oHv37rLP3aNHD3h4eOgcs2PHjsJVJYmIiIiIiIiIjOXv71/4vfr7vjExMYiLi7NESUYLCwvT+J4oVxYjInOrWrUqvv/+e8TExOCTTz6Bp6en1lXEDL0ApK59qAfPGjZsiAULFuDevXtYunQpqlWrJvvxElHZxyCMWNgPsbAfFQMDMWJhP8TCfoiFgTEiIiIikgvDYoK5dOkScnJyAJQMbqk+BFIqlXB2dsa4ceOwfv16bNy4EfPmzcPbb78NPz+/Us338OFDHD16VPIHVMU/hAIAZ2dnVK5cucT24h98qVYXA4Dbt2/j7Nmzpaq1onN2dsZHH32EJUuWwMvLy9LlyEapVGLr1q06xygUCvTr188k87dp0waenp46xxw9ehTx8fEmmd8SwsPD9a7u17x5c/j4+Jhk/gEDBugd8+uvv8o+7+7du5Genq5zTJ8+fWRdVUzF2toavXv31jkmIyMDO3fulH1uIiIiIiIiIqqYmjZtCiurFx8BFH//9+TJk5YoySgPHjzAkydPAJR87zwgIMASJRERoVq1avjiiy/w4MEDhIaG4o033kDt2rW1riSmLQCmK1hWfF9WVlYIDg7G559/jgsXLiA8PBwzZ85E1apVLfEQEFEZwCCMWNgPsbAfFQsDMWJhP8TCfoiFgTEiIiIikoONpQugok6fPq1xu3pIq1+/fpgwYQJcXV2Nnu/3339HQUFBYQhNG/X57ezsMGDAAHTq1AlNmjQpDFbk5eXh0aNHOHnyJA4fPoyYmJgiAbfi/vjjD7Rr187oY6gIOnTogPfff79cftB3/vx5xMTE6BzTpEkT1KpVyyTzW1lZoXv37tiyZYvWMfn5+dixYwfeeustk9Rgbtu3b9c7pmfPniabv2XLlvDw8MDTp0+1jrl06RKioqJkuyp0fn6+3lXFACAkJESW+bTte/Nm3W+U/fHHHxg5cqRJAmtEREREREREVLE4Ojqibt26uHv3bonbTp06hWHDhlmgKsPt2bOn8Hv1EIWTkxOaNm1qiZKIiApZWVmhR48e6NGjBwAgMjISJ0+eRFhYGP7++29ERETg8ePHKCgoKNU+a9asibp166JevXpo1qwZWrdujZYtW8LJyclUh0JE5QyDMGJhP8TCflRMIcNHA3gRdJFCNU51P5IX+yEW9kMspe0HEREREVFxDIsJ5vLly0U+6FYPaSkUCkybNg0DBw6UZa7MzEwcPHhQ76pi6mEvf39/fPLJJ6hevXqJcTY2NvD29saoUaMwcuRIbNu2DT///DNyc3OL7EP1/ZUrVxAfH1+uVsmSm5ubG959911069bN0qWYzIEDB/SO6dChg0lr6NChg86wGAAcOnQIb775ZpkP8Tx//hxnzpzROUahUKB9+/Ymq0GhUKBdu3ZFTvDRJDQ0FJMnT5ZlzosXLyIxMVHnGB8fH9SuXVuW+TR56aWX8NJLLyE2NlbrmKSkJFy4cIFBWiIiIiIiIiKSRdu2bREZGVn4HrDqvdl9+/bhu+++s3B1pVP8QkCq98xbtmyp9z1uIiJz8/Pzg5+fX5FtBQUFePz4MeLj45Geno6srCxkZ2cXXqjRzs4OlSpVgru7Ozw8PFClShW+vhGRURiEEQv7IRb2o2JjIEYs7IdY2A+xMDBGRERERMawsnQB9D+xsbGFK+2or8Sl+tD7ww8/lC0oBgDHjx9HZmZmifnUqU4eUCgUaNu2LZYsWaIxKFaclZUVRo4cifnz5xeGazStMHbq1Ckjj6L86t69OzZs2FCug2JpaWk4e/as3nGmDC4BQOPGjeHu7q5zTFJSEi5dumTSOszh2LFjyM3N1TmmYcOGqFKliknrkBKGOnz4MPLz82WZLzQ0VO8YcwS0pDyXpdRKRERERERERCSF+kWY1N+bjY6Oxt9//22JkgySmJiI48ePawxNtGnTxgIVERGVnpWVFWrUqIHAwEB07NgRPXr0QL9+/dC/f3+EhISgS5cuaNu2LRo2bIiqVasyKEZERmEQRizsh1jYD7EciYy0yLwhw0dj0tzFksev/nwGQrdtNmFFFRv7IRb2Qyyl7QcRERERkQrDYgK5du1akZ/Vg1rdunVDnz59ZJ1PXyBB/UMoLy8vzJ49G3Z2dqWao1WrVvjwww+1htH0rXBUUdWrVw+ffvopXF1dLV2KSZ06dQo5OTk6x7i5ucHHx8ekdSgUCjRr1kzvuCNHjpi0DnM4evSo3jEBAQEmr8Pf3x9WVrr/CUpMTERYWJjRc2VlZUl6rWnevLnRc8kxx5kzZ5CVlWXyWoiIiIiIiIio/FMPi6mvLgYAu3btskhNhti6dWvhRYWKv9fcvXt3S5REREREJCwGYcTCfoiF/RDLhkuXsM6CF+1lIEYs7IdY2A+xMDBGRERERIZgWEwgERERhd+rB7Xc3NwwdepUWedKSkpCWFiY3qsSqsJqU6dOhYODg0FzhYSEICAgoHBfwP+CcBEREbKtHFSeVJSrRZ4/f17vGH9/fzNUIi3Ec+nSJa3Bx7IgPT1d0hWjzfGYOzs7w9fXV++4CxcuGD1XWFgYsrOzdY5RKBRmOW5/f3+9/3/n5OSUCA8TERERERERERmiadOmcHFxgVKpLPG1c+dOS5cnSV5eHpYsWVIi7AYAlSpVQpcuXSxUGREREZF4GIQRC/shFvZDLKXth6kwECMW9kMs7IdYGBgjIiIiotJiWEwgt27dKvKzKlw1cOBAODs7yzrXyZMnC0MvmsIv6quatWzZEm3atDFqvsmTJxd+rz5fTk5OieOmiqGgoABXrlzRO65x48ZmqEbaPElJSYiMjDRDNaZx9epVSeFMkR7zixcvGj2PlH289NJLsr/OalK5cmXUrl1b7zg5jpuIiIiIiIiISKFQICoqCnFxcSW+9u7da+nyJNmwYQPu379fYrtCoUDnzp1hb29vgaqIiIiIxMMgjFjYD7GwH2IRJSimwkCMWNgPsbAfYmFgjIiIiIhKw8bSBdAL+fn5uH//fokVZ6ytrTFgwADZ5ztz5ozksWPHjjV6voYNG8LX1xfR0dEljvHu3bto0qSJ0XNQ2XLr1i2kpqbqHVenTh3TFwPA19e3MCSpy6VLl1C/fn2z1CQ3KQEkV1dXVKlSxQzVAHXr1tU7JioqCs+ePTOqpkuXLukdI2WVM7n4+voiNjZW5xgpNRMRERERERERSWGu93pMZcuWLfDx8dF42+DBg81cDREREZGYGIQRC/shFvZDLKIFxVRCho8G8CLoIoVqnOp+JC/2Qyzsh1hCho/Gs4R4/Pf7ZZYuhYiIiIgEx7CYIB4+fIj8/PzCIJVqVS9/f3/ZP8zPzMzE1atXS4S2VNRXFWvQoAH8/f1lmbdLly6Ijo4usV1faILKp/DwcEnjpASK5ODo6AhPT0/Ex8frHBcREWGWekxBSu3merwB6QGtiIgIdOjQwaA50tLSNF552tBa5FC3bl2cOHFC55jY2FikpaWZZbUzIiIiIiIiIiKRHT161NIlEBEREQmNQRixsB9iYT/EImpQTIWBGLGwH2JhP8TSvvcAhsWIiIiISC8rSxdALzx48EDjdlOsuHXhwgXk5uYCgN5VlAYNGiTbvK1atdK4/eHDh7LNQWXHrVu39I6xt7dH9erVzVDNCy+99JLeMbdv3zZDJfLLycnRGNYsTspjIBdvb29J44x5zG/fvq33dQ4w73FLmUupVOLOnTtmqIaIiIiIiIiIiIiIiIjKKgZhxMJ+iIX9EIvoQTGVkOGjMWnuYsnjV38+A6HbNpuwooqN/RAL+0FEREREVLZwZTFBPH36VON2U4TFzpw5o/U29dXGnJyc0KVLF9nm9fX1LbGamVKpxLNnz2Sbg8oOKQEgT09PrSvgmYKnp6feMY8fP0ZycjLc3NxMX5CMoqKikJeXp3ecl5eXGap5wd3dHXZ2dsjJydE5TkqwUBupQTNzHreU5xnw4rgDAwNNXA0RERERlXfaVrVt27Yt7OzsZJ8vOzsb58+f13hbp06dZJ+PiIiIiIiIqKJiEEYs7IdY2A+xlJWgmApXUBIL+yEW9oOIiIiIqOxgWEwQSUlJGrfXqFFD1nkKCgpw/vx5nQEcpVIJhUKBzp07y3rimIODA6pXr46EhAQAL4JpSqUSycnJss1BZUNubi5iY2P1jjNngKc080VFRaFly5YmrkZed+/elTROapBJDgqFAp6ennqfC1JWRNMmKipK0jhzPtdK8zwjIiIiIjJWly5dNL4HEB0dLXm139KIj4/XOKdCoZB0AQsiIiIiIiIi0o9BGLGwH2JhP8RS1oJiKgzEiIX9EAv7QURERERUNlhZugB6IS0tTeP2ypUryzrPjRs3kJqaCuBFKEyXnj17yjo3AFSvXr3EvOnp6bLPQ2KLj49HQUGB3nHVqlUzQzX/U716dUnj4uLiTFyJ/B49eiRpnNTHQC5S5nv69Kne1ce0kXLctra2qFKlikH7N0SVKlVgY6M/q10Wn2dEREREJC6lUln4Ze75zDkvERERERERUXnHIIxY2A+xsB9iKatBMZWQ4aMxae5iyeNXfz4Dods2m7Ciio39EAv7QUREREQkPobFBKEtCCF3WOzMmTNab1O/6neVKlXQvHlzWecGXqwuVlxubq7s85DYpIZg3N3dTVxJUW5ubpLGSQ1eiUTUx9zV1VXvmIKCAsTHxxu0fym9klKDnBQKhaQ5y+LzjIiIiIjEpVAodK4ybqr5zDknERERERERUXnHIIxY2A+xsB9iKetBMRUGYsTCfoiF/SAiIiIiEpv+pU3ILPLy8jRut7a2lnWeM2fO6DxRS6lUQqFQoFOnTrLOq8KwGAHSQzDmDvEwLCbuYx4XFwdvb+9S7TszMxNJSUmy1SAnV1dXJCYm6hzz7NkzZGVloVKlSmaqioiIiIjKM9Xf++V9TiIiIiIiIqLyikEYsbAfYmE/xFJegmIqIcNHA3gRdJFCNU51P5IX+yEW9oOILO3JkyeIjIzEvXv3EB8fj4yMDGRkZMDKygqOjo5wdnZGrVq14OvrCz8/P9kX8KDyLzMzE3fv3kVUVBRiY2ORlpaG9PR05OXlwcHBAU5OTvDw8ICvry/q1q2LWrVqWbpkIqJCDIsJwsZGcysyMzPh7OwsyxzR0dF4+PAhFAoFlEqlzrFdunSRZc7ibG1tS2zjiWMVz9OnTyWNM3dwSep8+kI+IpLymNvY2Mj2eiOV1Mdc6nNGndQ+mft5Vpo5ExMT+ccDERERERERERERERFRBccgjFjYD7GwH2IpbT/Gt26NdZcumbAieTAQIxb2QyzsBxGZ2/3793Hw4EGcOXMG9+7dk3w/KysrNGvWDB06dEBISIhFLjIviq5du1q6hBLee+89DBo0yNJlAHhx7v7hw4dx+vRpXLlypVSLotSoUQPt2rVD9+7d0aRJExNWSUSkH8NigrCzs9O4Xc6w2IkTJ7Teph7Yqlq1Kvz9/WWZs7jMzMwS2zQFyKh8S01NlTTO0dHRxJUYNp/U+kWSkpKid4ymlf9MzZSPuajPs9LMmZqayrAYERERERERERERERFRBcYgjFjYD7GwH2IxpB/VnJ3LRFgMYCBGNOyHWNgPIjKH8PBw/PLLLzh79qzeBTM0KSgowPXr13H9+nX85z//Qc+ePTFq1CjUqFHDBNVSWZSSkoLt27dj9+7dSEtLM2gfcXFx+OOPP/DHH3+gadOmGDVqFNq1aydzpURE0jAsJggnJyeN21NSUlCtWjVZ5jhy5IjOVbyUSiUUCgU6d+4sy3yapKenl9imLShH5ZfUEI+5w0tS5ytrYbHMzExJVzawRFjMlI+5lIAcAFSqVKnU+zZWeX2uEREREREREREREZHlWFtb6x2jUCiQl5dnhmqISA4MwoiF/RAL+yEWQ/ux959/TFiV/BiIEQv7IRb2g4hMJS0tDWvWrMGff/5pUEhMk5ycHOzduxdHjhzB2LFjMWzYMEnvq1D5dejQIfzwww9ITk6WbZ83b97ErFmz0L59e0ydOhXVq1eXbd9ERFJYWboAesHd3V3j9piYGFn2/88//+DBgwcAoPeXpS5dusgypyaawmJyrZxGZYeoYTFra2tJK92lpqbK9keHOYj6eJdmTqnBL3UV9biJiIiIiIiIiIiIqGJSKpWSvoiobGAQRizsh1jYD7FUtH6EDB+NSXMXSx6/+vMZCN222YQVVWzsh1jYDyKS2+3bt/HGG29gz549JnlPIysrC2vWrMHUqVPx7Nkz2fdP4svKysKcOXPw1VdfyRoUU3fmzBmMHz8eZ8+eNcn+iYi04cpigqhatarG7XKFxfbu3av1NvXVxqpVq4amTZvKMqcmCQkJhfOpVjJzc3Mz2XwkpoyMDEnj7O3tTVxJSZUqVdK7Cld+fj5ycnIsUp8hpD7elljlT+pjmJmZWep9i/w8M+Vxm9KOHTuwa9cuk88jZSU8IqqYTpw4oXF727ZtTfLvWHZ2Ns6fP6/xtk6dOsk+HxERERERERGRsdQ/9yuOQTGisqOiBS9Ex36Ihf0QS0XtB1dQEgv7IRb2g4jkcvz4cSxcuBBZWVk6x1WvXh29evVCQEAA6tSpg8qVKyM/Px8pKSm4desWLl++jCNHjug8n/DmzZt466238NVXX6FevXpyHwoJ6unTp5g1axbu3Lmjc5ytrS06d+6M4OBgNG7cGG5ubrC3t0dqaioePnyI69evIzQ0FPfv39e6j/T0dHz66ad48803MXz4cLkPhYhII4bFBFG7dm2N269du2b0vtPS0nDkyBG9Hw4pFAp07tzZ6Pm0SUhIQEpKSok6GBareKQGQSyxrK+VlbQFF3Nzc8tMWCwvL0/SOJEfb6nHYMh9LHHcUucULTSVkpIiW4iZiMgQXbp00fg7bXR0NLy9vWWfLz4+XuOcCoXCoH+biIiIiIiIiIjMQVMoTNfnhEQklooavBAV+yEW9kMsFb0fDMSIhf0QC/tBRMY6deoU5s2bh4KCAq1jXFxcMHHiRPTp00fj+XgODg7w8vJC586dMXnyZPz888/4/fffkZ+fr3F/CQkJmD59OpYvXw4fHx/ZjoXElJycjOnTp+sMeAFASEgIJk+eDHd39xK3ValSBVWqVIG/vz9GjRqFkydPYuXKlUhISNC4r4KCAvz4449QKpUYMWKELMdBRKSLtLP0yeRq165dJDShUCigVCoRHh6OpKQko/a9Z8+ewmS9visGdunSxai5dLl9+7bG7Z6eniabk8RUHkI8ZekEcZHDeaYMTfF5RkRUfimVysIvc89nznmJiIiIiIiIiIioYqnowQvRsB9iYT/Ewn68EDJ8NCbNXSx5/OrPZyB022YTVlSxsR9iYT+IyFCXL1/WGxSrW7cufvrpJ/Tv31/SuXiOjo546623sHTpUjg7O2sdl5KSgg8//BDx8fEG1U5lQ0ZGBmbMmKEzKGZra4vZs2fj448/1hgU0+Rf//oX/vOf/yAwMFDnuNWrV+PPUvwuTURkKIbFBGFjY4N69eqVOPFUqVTi4MGDBu83IyMD//3vf7VeLVB9u6enJxo3bmzwXPqEhYVp3F6zZk2TzUlikhqAkbrqlJzK6opPumi7EkZx5S00VR6eZwyLERFpplAozHo1bNV8vAI3ERERERERERERmQqDF2JhP8TCfoiF/SiKgRixsB9iYT+IqLSePHmCL774Quf5mXXq1MHy5ctRvXr1Uu+/RYsW+Oabb+Dg4KB1zNOnTzF37twydY4olc7SpUtx584drbdbW1vjyy+/RLdu3Uq9b2dnZyxatEhvYGz58uWIiIgo9f6JiErDxtIF0P80b968yD8+qtXFfv31V/Tv319nml2bjRs3Ijk5uXBfmiiVSigUCpOuKpafn48jR45oPMG2du3aJpuXxCR1NQ5LhHikzlmWVhTRdYUNdZY4AV7q4y31GAy5jyWeZ1Ifa0OOm4ioIlD9/lre5yQiIiIiquikXHBHoVDwgjtERMXwPQyisofBC7GwH2JhP8TCfmgWMnw0gBdBFylU41T3I3mxH2JhP4hIqvz8fHzxxRdISUnROsbFxQULFy406HxqFT8/P8yePRuzZs3SOuaff/7BmjVrMGXKFIPnKWuOHTtm6RLMYvfu3XqPdcqUKWjTpo3Bc9ja2mLevHmYPHkyHj58qHFMXl4evvjiC6xZs8ao5zMRkS5cWUwgQUFBhd+rB1HS0tLwzTfflHp/YWFh+O233yR/INS9e/dSzyHV2bNnkZycDKBkyMbPz89k85KYbGyk5VSlroglJ6knlkg9BhGUh8fb1ta21PuuqMdNRERERERERFReKJVKSV9ERPQ/fL0kKnsYvBAL+yEW9kMs7IduXEFJLOyHWNgPIpLi999/x40bN3SOeeedd+Dp6Wn0XO3atUPfvn2NrofKloSEBKxatUrnmFatWmHQoEFGz+Xs7IyPPvpI5zn8cXFx+PHHH42ei4hIm7KTdqgAWrVqBWdnZ6SnpxeuBKb6719//QVXV1dMmTJF0tVUr127htmzZ6OgoEDrqmLq2/38/FCvXj3Zjwl4EcTYsGFDkXlV3NzcULVqVZPMS+ISOcQjdSWnshTiKQ+PtyHhPKk9Km/HbUqurq7w8fEx+TwxMTEmn4OIiIiIiIiIygZdH6Qy+EBEVNT69estXQIRlRKDF2JhP8TCfoiF/ZCGKyiJhf0QC/tBRLokJibi559/1jkmICAAPXv2lG3OyZMn4/jx40hPT9d4u1KpxIoVK/Djjz/Cyoprs5QH33//PbKysrTebm1tjWnTpsk2n+o5GxoaqnXM/v37MWDAADRs2FC2eYmIVMQ6C72Cs7a2RteuXbFnz57CD8DVA2O7du3C33//jbfeegstWrTQ+CF5SkoKfvnlF+zcuRN5eXlag2LqFAoFBg4caJJjAoAtW7YgKiqqRABOoVCgUaNGJpuXxCVyeEnqnKKFeHSRGpqSGmCSk9TH25Qri4l83KI9zwYNGiTLVTP0CQkJQW5ursnnISIiIiIiIqKyQdvF0IiIqKhx48ZZugQiKgUGL8TCfoiF/RAL+1E6DMSIhf0QC/tBRNqsWbMGGRkZOseMHz9e1jkrV66MoUOHFlkMo7g7d+5g37596N+/v6xzk/ldvXoVJ06c0DkmJCQEtWvXlnXecePG4ciRI1rPGS0oKMCKFSuwcuVKWeclIgIYFhPO4MGD8ef/f4NFFapSD1hFRkbiww8/hJubG/z9/VG1alU4OjoiJSUF9+7dQ3h4eJH7aKN+m6urK0JCQkxyPBcuXMCmTZu01hIQEGCSeUls9vb2ksZZIiySk5MjaZydnZ2JK5GPyI+31DkNebylHrfUnstJ6nFLPQYiIiIiIiIiIiIiIiIqOxi8EAv7IRb2Qyzsh2EYiBEL+yEW9oOIinv06BEOHz6sc0zjxo3RvHlz2eceNGgQtmzZovMcwi1btqBPnz6wtraWfX4yn40bN+odM3z4cNnnrVmzJjp27Ijjx49rHXPz5k1cuXIFLVu2lH1+IqrYuC6mYLy9vdG5c+cSV0pVD38plUokJSXh5MmT2LlzJ7Zs2YK9e/fi5s2bKCgoKDFWG9W4ESNGGLRqjz7Hjx/Hp59+WpiG1lRLYGCg7POS+FxcXCSNy8zMNHElRSmVSmRnZ+sd5+TkVKZ+8a9cubKkceZ+vEszp9TnjLqKetxEREREREREREREREQkrp03bzJ4IRAGYcTCfoiF/TBOyPDRmDR3seTxqz+fgdBtm01YUcXGfoiF/SAiddu2bUNBQYHOMaZa2cvFxQWdOnXSOSYuLg7Hjh0zyfxkHuHh4bh27ZrOMc2bN4ePj49J5h8wYIDeMb/++qtJ5iaiio1hMQFNnDixcBUd9RW5VOEu1ZdqBTH1L9VtqvGaqO+zWrVqeOWVV2St/+nTp1i4cCHmzZuHvLy8IrUUX9Gsfv36ss5NZYOoYbGsrCydAUsVV1dXM1Qjn8qVK8PKSv/LvcihKUMec6n3KW/HTURERERERERU3qi/L67+HjgRERFRWbRIx9XEi2PwwrQYhBEL+yEW9kMeDMSIhf0QC/tBRACQmpqKAwcO6Bxja2uLrl27mqyGkJAQvWP++9//mmx+Mr3t27frHdOzZ0+Tzd+yZUt4eHjoHHPp0iVERUWZrAYiqpgYFhNQjRo18MYbb2gMrahCYYD2D8jVx2ijCpZNmTKlMJhmjJycHJw7dw7Lli3DmDFjcOjQoSIrnGmau127dkbPS2WTqCGe8rrak0KhkLTKliVCU1lZWZLGGfKYS72P1BrkZMrjJiIiIiIiIiIqTzRdNE3Ke+BEREREZR2DF6bFIIxY2A+xsB/yYiBGLOyHWNgPIjp69ChycnJ0jmnZsiUcHBxMVkOLFi3g5OSkc8zt27cRHR1tshrIdJ4/f44zZ87oHKNQKNC+fXuT1SD1nPnQ0FCT1UBEFZONpQsgzYYOHYorV67g/PnzhauIqTP0g3DVvhQKBbp164Z//etfBu0nOzsbq1atwpMnT/DkyRPExsYW/sJWfBUxbbV27NjRoLmp7HN3d5c07vnz5yaupKjU1FRJ46TWLxJ3d3ekpKToHJOdnY2cnBxZAqRS6atJxc3NrdT7rlKliqRxUvsuJ6lzGnLcRERERERERETlxfr16y1dAhEREZFFMHhhWgzCiIX9EAv7YRohw0cDeBF0kUI1TnU/khf7IRb2g6hikxKOMfXCFLa2tmjdujWO61kFOjQ0FJMmTTJpLSS/Y8eOITc3V+eYhg0bSj7f1FDt2rXDnj17dI45fPgwJk6cCGtra5PWQkQVB8NiAvvss88wbdo03LlzR2/wSgr1Vb7q1KmDDz74wOB9ZWVlYffu3RqDbOrzqN+mvt3JyQlBQUEGz09lm5eXl6RxSUlJJq6kqOTkZEnjpNYvkho1auDevXt6xyUlJcHT09P0Bf1/Uh/zGjVqlHrfrq6ucHR0REZGhiw1yEnKc9vR0VHyKnxEREREVL6dOHFC9n2eO3dO0t8I2nTq1Em+YoiIiLQYN26cpUsgIiIiMjsGL0yLQRixsB9iYT9Mi4EYsbAfYmE/iCqmuLg4RERE6B3XvHlzk9fSvHlzvWGxo0ePMixWBh09elTvmICAAJPX4e/vDysrKxQUFGgdk5iYiLCwMLRs2dLk9RBRxcCwmMAcHBywbNkyzJo1Czdu3IBCodAYzpJCPWxWo0YNLFq0SNZlWdWDYKp5NFGtata5c2fY2PDpV1HVrFlT0jipq07JRWpoSGr9IpEatkpOThYyLGboY+7l5YWoqChZapCTlOd2WXyeEREREZFpdOnSpcTf3aWh+htd/b8jR440eH8KhQJ5eXkG35+IiIiIiIiINGPwwrQYhBEL+yEW9sM8GIgRC/shFvaDqOK5cOGC3jEuLi6oU6eOyWuREkhLSEjAvXv3zFIPySM9PR1///233nH+/v4mr8XZ2Rm+vr64e/euznEXLlxgWIyIZGNl6QJINycnJ3z99dcYMmQIgP+FrVRfuhQfp1Qq0aZNG6xatQoeHh6y1ai+f9WXPiEhIbLNT2WP1BDM06dPTVxJUYmJiZLGlcUQj9SapT4Gcnn27JneMS4uLnB2djZo/7Vq1dI7JjMzU+/qY3JKT09HVlaW3nGGrKZGREREROWb+t/dUr/k3Fdp/u4nIiIiIiIiotJh8MK0GIQRC/shFvbDvEKGj8akuYslj1/9+QyEbttswooqNvZDLOwHUcVy8eJFvWMaNWpk1EU1papbty7s7e31jpNSM4nj6tWryM/P1zuucePGZqhG2jx8jhGRnBgWKwNsbGzw9ttv44cffkCLFi2KnJylHggr/gX87+QvNzc3vP3221i4cCFcXFxMUqeuWlT1KBQK+Pj4mCWFTeJycnKSFFiMj483QzWln8/Hx8fElchPas3mfszj4uL0jvH29jZ4/1Lva87jlnLMQNl8nhERERGRaen7u1vb3+Jy7cscH8QQERERERERVUQMXpgWgzBiYT/Ewn5YBgMxYmE/xMJ+EFUM+fn5uHr1qt5xvr6+ZqgGsLKyknS+3qVLl8xQDclFSvDK1dUVVapUMUM1L0KJ+kRFRUlahIGISAobSxdA0jVs2BDLli1DdHQ0Dh48iIsXLyI6OlrreHt7e/j7+6NDhw7o06cP7OzsZK+ptFcTVygUePnll2Wvg8qeBg0a6F057PHjx2aq5gUpgSEnJ6cyubJYgwYNJI0zZ2gqPT0daWlpesdJrd2Y+8bHx0v6RVwOUh9jY46biIiIiMonOVf0MmRfDIsRERERERERyY/BC9NiEEYs7IdY2A/LChk+GsCLoIsUqnGq+5G82A+xsB9E5d+9e/eQkZGhd5y5wmLAiyDP7du3dY6JiIgwUzUkByn9Mtd5o4D053NERAQ6dOhg4mqIqCJgWKwM8vX1xeTJkzF58mRkZmYiNjYWiYmJyMjIgJWVFVxdXeHm5gZvb2/Y2JimxZUqVcK4ceMMum9ISIjM1VBZ1KBBA5w5c0bnmNTUVDx//hyVK1c2S02PHj3SO6ZBgwZl8gRJFxcX1KhRQ++qVg8fPjRTRdLnMiY01bBhQ1lrkYOU5xnAsBgRERERlWTI3yLaQmFl8e8aIiIiIiIiovKGwQvTYhBGLOyHWNgPMTAQIxb2QyzsB1H5duvWLUnjXnrpJRNXUrq5nj9/jri4ONSoUcMMFZExcnJydC7IomLO55i3t7ekcbdv32ZYjIhkwbBYGefg4GCRQIG9vb3BYTEiAGjcuLGkcdHR0WjevLmJqwHy8vIQGxurd1xZDvA0atRIb1js3r175ikGL5bLlUJq4EsTT09PuLu7IykpSec4KX8UyEXKXG5ubvD09DRDNURERERUVsi5qpgp9kdERERERPLJycnB/fv3ERsbi9TUVGRkZEChUMDBwQHu7u7w9vbGSy+9BGtra0uXSkRGYPDCtBiEEQv7IRb2QywMxIiF/RAL+0FUfulbwUvFy8vLxJX8j9Tz9W7dusWwWBkQFRWFvLw8vePM+Rxzd3eHnZ0dcnJydI6TGqYkItKHYTEisgh/f3/Y2toiNzdX57ioqCizhMViY2P11gIALVu2NHktphIYGIhjx47pHBMXF4fMzEw4ODiYvB4poamqVauiTp06Rs0TGBiIo0ePGl2LXKSE5Mry84yIiIiI5Ld+/XqD7qdUKjF+/HgoFAoolcoi/128eDE8PDxkrpSIiIiIiAyRmZmJ0NBQ7Nu3D+fOnUNERATy8/N13sfe3h4tWrRAx44d8fLLL/Nqw0RlDIMXpsUgjFjYD7GwH2JiIEYs7IdY2A+i8knKOXT29vaoUqWKGap5QWpoKCoqCl26dDFtMWS0u3fvShpnzov6KxQKeHp66l3YwpznsxJR+cawGBFZhIODA5o1a4arV6/qHHfnzh2z1CNlHjs7O7Ro0cL0xZhImzZt9I5RKpWIjIyEv7+/yeuR8pgHBQUZPU+bNm0khcXy8vJgY2PafxZzc3Mlrd4mx3ETERERUflhzMre48eP17h96NCh8Pb2Nni/RERERERkvOjoaCxbtgybNm3C8+fPAUhfBTgrKwvnz5/H+fPn8fXXX6NOnTp45513MGnSJDg6OpqybCIy0szOnRm8MCEGYcTCfoiF/RAbAzFiYT/Ewn4QlT+PHj3SO6ZatWpmqOR/qlevLmlcXFyciSsRS15eHmJiYnD37l08ePAAaWlpyMjIQHp6OvLz82FnZwd7e3u4ubmhWrVq8PT0hJ+fn8VXX5PyHAOk910u1atX1xsWe/r0KXJycmBnZ2emqoiovGJYjIgsJigoSG9Y7MaNG2ap5fr163rHBAQElOlfvjw9PeHt7Y379+/rHHfjxg2Th8Xy8vIQERGhd5wcoamgoKDCFRS0yc7Oxu3bt9GkSROj59Pl1q1bepcQBhgWI6Ly7cSJE7Lv89y5c5LCuNp06tRJvmKIiIiIiIiIiPTIyMjAJ598glWrViE3N7fE+9cKhULSftTvFx0djQ8//BBLly7FwoULMWbMGFlrJiL5vNK0qaVLKLcYhBEL+yEW9qNsYCBGLOyHWNgPovIjOzsbz5490zvOzc3N9MUYMJ/UEFJZ9uzZMxw/fhxHjx7FrVu3kJubW+p9uLi4wN/fH+3atUO7du3MukocID3U5+7ubuJKinJ1ddU7pqCgAPHx8bz4KxEZjWExIrKYTp06Yc2aNTrHxMbGIikpyeS/kEkJpZWHE8k7d+6MTZs26Rxz/fp1vPrqqyat4/bt28jKytI5xt7eHsHBwUbPVaVKFTRr1kxvj69fv27ysJiU51nTpk1RtWpVk9ZBRGRJXbp0kXzCkyaqk6DU/zty5EiD96dQKJCXl2fw/YmIiIiIiIio/MjJycHs2bM1XnzMz88Pb775ptFzXLp0CSNGjEB0dHThPJreK9G3wphCoShxP6VSibi4OLz22mvYuXMn1q1bJ+kEFCKi8oBBGLGwH2JhP8oWBmLEwn6Ihf0gKh/i4uIkraxu7rCYra0tnJyckJ6ernNceV5ZLDY2Fj/99BNOnz6NgoICo/aVmpqK06dP4/Tp07C2tkbHjh3xyiuvoEWLFvIUq4fUPpn7vTOpz+u4uDiGxYjIaAyLEZHF1KpVC02bNsXNmzd1jrtw4QJ69eplsjri4+P1rrZlZ2eHLl26mKwGcwkJCdEbFgsLC0N2djbs7e1NVseFCxf0junQoQOcnJxkmS8kJERvUOvChQsYMWKELPNpc/78eb1jQkJCTFoDEZEopLzxZ4l9EREREREREVHFdeLECSxZskRjeGv58uVG73/Hjh0YM2YMMjMzoVQqi8xT2vc3NK1GptqfUqnEzp07cevWLRw4cAC1a9c2unYiIpExCCMW9kMs7EfZxECMWNgPsbAfRGXf06dPJY2zxAVwXF1d9YbFkpOTkZ+fD2trazNVZR4rV67Erl27THLB5fz8fBw/fhzHjx9Hq1at8Oabb6JBgwayz6NOyvPMxsYGzs7OJq2jOKnPa6n/nxAR6WJl6QKIqGKTEgI7ffq0SWs4deqU3jHt27c3+y+FplC7dm00bdpU55isrCxcvnzZpHVI6amcoakuXbrAzs5O55jr16/j+fPnss1ZXGpqqt7Amq2tLbp162ayGoiIRKI6gak0X3Luy5jVzYiIiIiIiIiofNq3bx+AF2Er9S9HR0eMHTvWqH3v2rULw4cPR0ZGBgAUCXZpCoqV9n0N9f0oFAoolUqEh4ejU6dO5fqK10REDMKIhf0QC/tRtoUMH41JcxdLHr/68xkI3bbZhBVVbOyHWNgPorItNTVV0jgHBwcTV2LYnEqlUvIxlCW///67SYJixV2+fBlvvfUWfvrpJ+Tm5ppsnpSUFL1jLPEcc3R0lDSuPD7HiMj8uLIYEVlUjx498NNPP+kM6Vy8eBHp6emyrTJV3F9//aV3zKBBg0wytyW88soreldzO3bsGNq3b2+S+WNjYxEZGalzTO3atREUFCTbnM7OzujZsyf27t2rdUx+fj5OnDiBfv36yTavuuPHj+tdmrlHjx7lIpRIRCSFpVcWY1iMiIiIiIiIiIrbv39/idW+FAoFhgwZAhcXF4P3GxYWhpEjRyIvL69ISEydtgCYJpoCY6qxxQNj9+7dQ+/evXHu3DmLnABDRGRKDMKIhf0QC/tRPnAFJbGwH2JhP4jKLikhHkDcsBjwIsjj7u5u4mrE4OnpidatWyMgIAC1a9eGp6cnHB0dYWtri+zsbKSmpuLRo0e4desWrl27hsuXLyM/P1/nPgsKCrBlyxZcuXIF8+fPR5UqVWStOTMzU1IQTfTnGBGRsRgWI7OIjY3Fs2fPSmwPCAiwQDUkEgcHB7zyyivYtGmT1jFZWVk4dOgQXnnlFdnnj46O1hucatq0KZo3by773JbStWtXrFu3TueVRE+cOIF3333XqA+/tdEV2FIZPnw4rKzkXfxy5MiR2L9/v87A1p9//mmysJi+47ayssKIESNMMjcRkYgMCWvpOkGKiIiIiIiKSklJwfLlywG8+J05KCgIvXr14u/PRERaJCYm4tatW4UhK/XXy4EDBxq838zMTAwdOhRZWVl6g2Lq2z08PODr6wt3d3e4u7tDqVQiOTkZSUlJiI6OxtOnT4vcX1W3iuoYlEol/v77b0yZMgXr1q0z+DiIiETDIIxY2A+xsB/lCwMxYmE/xMJ+EJVNZX1lMUB64K0sCw4OxtChQ9GyZUutnys4OjrC0dERXl5eaNmyJUaOHInk5GTs3LkTv/32G9LT03XO8c8//+Dtt9/G4sWL4e3tLVvtfI4REb3AsBiZxZYtWxAaGlpi+5EjRyxQDYlm8ODB+O9//4usrCytY3bu3ImBAwfKHiDasWOH3jGjRo2SdU51aWlp2L59O06fPo1Hjx7B2toaPj4+6NGjBwYMGAAbG/lfpq2trTFixAh88803Wsfk5ORg7969GDlypKxzZ2Zm4sCBAzrHeHh4ICQkRNZ5AaBWrVro3Lkzjh07pnXMP//8g/DwcDRp0kTWucPDw3Hr1i2dYzp27CjrHzxERCKTc1UxU+yPiIiIiKg8SE5Oxpw5c4p8iFurVi28/vrreP3111GnTh3LFUdEJKALFy4Ufq/+2mlra4uePXsavN+FCxciMjJSYyBMfZtCoUCfPn0watQotG3bFnXr1tW537t37+Ls2bPYtGkTDh8+XCTgpr7KmCow9vPPP2PUqFHo3r27wcdCRCQKBmHEwn6Ihf0onxiIEQv7IRb2g8q63NxcvPbaayaf5+WXX8agQYNMPo8UmZmZksbZ29ubuJKSKlWqJGmc1GMoi7y8vDBjxgwEBgYadH83Nze89tprGDhwIL7++mucOXNG5/jHjx9j+vTpWLFiBby8vAyas7iMjAxJ4+zs7GSZrzSkPq/L83OMiMyHYTEyG21XSSRydXXFmDFj8NNPP2kdExMTg2PHjsn6IWZ8fDz279+vc0xgYCDatWsn25zqbt26hVmzZpVYdS88PBzh4eHYv38/vvrqK3h4eMg+d79+/bBz505ER0drHbN161a8/PLLcHR0lG3e33//Xe8VDyZOnGiyX8InTpyIM2fOIDs7W+uY9evXY8mSJbLOu379ep2329ra4s0335R1TiIiUel7TdRGqVRi/PjxRa7urfrv4sWLTfLvJRERERFReaF6b/bBgwf48ssvMX/+fHTt2hUTJ07EK6+8YpEPRImIRHP+/PkiP6ved2jfvj2cnZ0N2mdiYiKWLl2qNSim+nn06NGYO3cufH19Je+7Xr16qFevHkaPHo3IyEh8+umn2L59u8ZVxlQ/f/DBBwgLCzPoWIiIRMEgjFjYD7GwH+UbAzFiYT/Ewn5QWRcTE2PyOURapSg3N1fSOGtraxNXUpLUxQykHkNZ0759e3z88ccGvxemrkqVKvjyyy+xdu1abNmyRefYp0+f4qOPPsKPP/4IJycno+fOy8uTNE7k55jUYyAi0oVhMTIrTR+GEQHA0KFDceDAAcTGxmod85///Aft27eXbenXH3/8UecvVNbW1njvvfdkmau4+Ph4zJgxQ+dyt3fu3MHMmTOxcuVK2Ze7tba2xtSpUzFt2jStY1JTU7Fp0yZMmjRJljmfPn2Kbdu26RzTrFkzk6wqplKjRg2MHDkSGzZs0Drm0qVLOHfuHNq2bSvLnOfOncOlS5d0jhk2bBhq1aoly3xERKIbN26cwfcdP368xu1Dhw7l6oxERERERDqoX7hLqVRCqVTi6NGjOHr0KNzd3TFmzBiMHz8e/v7+FqySiMiyIiIiNG439CrKAPDDDz8gMzOzSHhL/TW5atWqWLt2LV5++WWD5wAAPz8/bN26FYMHD8akSZOQkpJSOKf6imN///039u3bh759+xo1HxGRpTAIIxb2QyzsR8XAQIxY2A+xsB9EZYfIQR6pc5bHIE9ISAhmzJgh6+OuUCgwceJE5Ofn6z139MGDB/j666/x2WefGT2vyIFEqXOW10AiEZmXtHgqEZGJ2draYvr06TpT83FxcVizZo0s8x0/fhzHjx/XOebVV19FnTp1ZJmvuB9//FFnUEwlKioKv/76q0lqCAgIQL9+/XSO2b59O8LDw2WZb9myZUhLS9N6u52dHT744ANZ5tJl5MiReq/O+vXXX+usVaq0tDQsW7ZM55iXXnoJo0fzjSciIiIiIiIiMh1VWABAkRVnlEolnj17hu+++w4tWrRAcHAwfvrpJzx//tzCFRMRmd/du3c1bg8ICDB4nxs3biwSDlO/qKKrqytCQ0ONDoqpGzp0KA4ePFh49Wf1uVVWrVol23xERObEIIxY2A+xsB8VS8jw0Zg0d7Hk8as/n4HQbZtNWFHFxn6Ihf0gKhukBq2krsAkp4oa5GnXrp3sQTF1kyZNQmsJv38eO3YMR48eNXq+/Px8SeNEDouVx0AiEZkfw2JEJIyAgACMHTtW55idO3di7969Rs0TGRmJxYt1vzHg7+9v1MonuqSkpODkyZOSx+/ZswcFBQUmqeWdd97RGYgrKCjA559/joSEBKPmWbduHc6ePau3Fn0hLjnY2dnh888/R6VKlbSOefr0KT777DOjfuHOy8vD559/jidPnuis5bPPPtNZCxERERERERGRXDSFxtSDYxcvXsTkyZNRs2ZNjB8/HqdOnbJwxURE5nP37l2N4apmzZoZtL8bN24UBtDUV/dSKpWwsrLCrl27jFq1TJugoCDs3Lmz8GfVvKrX+0OHDkm6mB0RkUgYhBEL+yEW9qNiYiBGLOyHWNgPIvFJPRfSEmExTe8NaaJ6n72s+uabb4p8ffbZZyYNTikUCsycOVPSeZKrV69GVlaWUfNJfY5J7becpD6vTXXOMBFVLAyLEZFQxowZg6CgIJ1jvvnmGxw4cMCg/d+6dQszZ85ERkaG1jFVqlTB7NmzTfbL7z///FOqX+SSk5Px8OFDk9RSqVIlzJkzB05OTlrHPH36FB9++CEePXpk0BybN2/Gpk2bdI7p2bMnBgwYYND+DeHj46N3FbOrV6/i888/N+gPj6ysLMyZMwdXrlzROe69996Dn59fqfdPRERERERERGQMVTiseHBMdVt6ejp+/vlndO7cGY0aNcLSpUuNvpgQEZHI8vPzkZKSAqDkyT4eHh4G7fPEiRMltqlCY6+//jr+9a9/GbRfKbp27YqxY8cWHov6MeXm5spyhWYiInNhEEYs7IdY2I+KjYEYsbAfYmE/iMRmY2MjaZzU1aHkJPXi8lKPQVQtWrQo8mWOi917eHhg5MiResclJCRg165dRs1VHp5jtra2Jq6EiCoChsWISChWVlaYO3cumjZtqnVMfn4+Fi1ahOXLlyM9PV3SfgsKCrBr1y5MmzYNz5490zrOxcUFS5YsQbVq1Updu1TPnz8v9X1MeZVPHx8fLFiwQOcv/LGxsXj77bdL9QHys2fPMHfuXPznP//ROS44OBgzZsyQvF+59OzZE2+99ZbOMWfOnMG7776L27dvS97v7du38d577+H06dM6x73xxhvo16+f5P0SEREREREREZmCenBM02pjt2/fxsyZM/HSSy9h8ODB2Lt3b5m/aioRUXG6PmtwdXU1aJ8XLlwo/F79KsW2trZYsGCBQfssjYULFxaeGFP8Kslnz541+fxERHJgEEYs7IdY2A8CGIgRDfshFvaDyhIfHx+Tfxn6/oYpSA3BWCLII3URAAZ5DDNo0CBJwbQdO3YY1X+Rw2JSn2NlPZBIRGLgKwmRwO7evYvVq1eX6j5JSUl6x1y+fLnU4ZzFi6X/8WwsBwcHLFy4EDNmzEBERITWcTt37sTx48cxYMAAdO/eHd7e3iXGPHv2DKdOncKuXbsQFRWlc14XFxcsWrQIdevWNfoYdNG1ipc2lStXNkEl/+Pv748vvvgCn332GTIzMzWOSUlJwRdffIE//vgDL7/8Mtq2bVuiroKCAkRFReHgwYPYv3+/3jBf69atMXfuXIv9Yjts2DDk5OToDLRFRkbirbfeQqdOndC/f3/4+/vDzs6uyJicnBzcuHEDe/fuxfHjx/X+Qj9mzBiMHj1almMgIiIiIiIiIiot9dCAevBL00pjqu25ubnYuXMndu7ciRo1auD111/H+PHj4evra77CiYhMJC0tTettLi4uBu0zMjKyyM+qUG6nTp0MXq2sNDw9PdG5c2ccOXKkRFjs77//Nvn8RETGYhBGLOyHWNgPUhcy/MW5B6s/l3YekGqc6n4kL/ZDLOwHlQW2trbYsGGDpcswK5GDPFLnZJDHMJUrV0a3bt2wb98+neMeP36M8+fPo3379gbNIzXMJzW4JSepzzEGEolIDvzXikhgz58/x8WLF2Xf79OnT/H06VPZ9ysnZ2dnfPvtt1i0aJHO1aySkpKwceNGbNy4Ea6urvDy8oKTkxOysrKQmJiIx48fS5qvTp06mD9/PmrWrCnXIWjVqFGjwqszS+Hi4oLatWubuKoXwa0VK1bgk08+0fm43bx5Ezdv3oRCoUDNmjXh7u4OW1tbpKWl4dGjR5JXexs0aBCmTJkCa2truQ7BIKNHj0bNmjWxePFiZGdnaxxTUFCAv/76C3/99RdsbW1Ru3btwhMEUlNT8eDBA+Tm5uqdy9bWFtOnT0evXr1kPQYiIiIiIiIiotLQFArTFBrTNubRo0f46quvsGDBAnTu3BkTJ07EoEGDYG9vb65DICKSla73qbOzsyVd8bi4+/fvlwhpAcCAAQNKvS9DDRw4EEeOHCn8WfXZRHR0tNlqICIyBIMwYmE/xMJ+kCYMxIiF/RAL+0EkHqnvI0s5H09uUufke+GG69y5s96wGACcOHHC4LBYeXiOFV/QgIjIEAyLlSPx8fG4desW7t27h4SEBCQkJCAtLQ05OTnIzs62SAJaJSUlxWJzU9llZ2eH2bNnIyAgAGvWrNEbQkpJSSn1c02hUGDAgAGYNGkSHB0djSlXMnd3d7Rr1w5nzpyRNL5///6wsrIycVUv1KtXD6tXr8Z3332nM6QHvDg56OHDh3j48GGp5nB3d8eUKVPQvXt3Y0qVVbdu3eDt7Y2lS5fi1q1bOsfm5uYa9EG6n58fPvzwQzRs2NDQMomIiIiIiIiIDKYKCCgUCvz5559Yu3Yt/vzzT+Tm5mpcSaz495rGKJXKwgvsuLm5YdSoUXjjjTcQEBBgvgMjIpKBs7Oz1ttSU1MNCoulpqZq3F6/fv1S78tQDRo00Lg9ISHBbDUQEZUWgzBiYT/Ewn6QLgzEiIX9EAv7QSSWypUrSxqXmZlp4koMn9PQlegJaNGiBWxtbfWGps6ePVv4mUZp8TlGRPQCw2JlWH5+Ps6fP4/Tp0/j3LlzSE5OLjFG6spF5mLoP9xUsQ0cOBAdOnTAmjVrcOTIEdmWF27atCkmT56MZs2aybK/0njrrbcQFhamNwDn4+ODUaNGmamqF1xdXTF79mz07t0ba9asQWRkpCz7tbOzQ58+fTB+/Hghf5H18/PDDz/8gF27duGXX35BYmKiLPt1d3fHiBEjMHjwYIuvokZEREREREREBAB9+vRBnz598PTpU/z8889Yv349wsPDARi+2lhSUhK+//57fP/99wgMDMTEiRMxcuRIId8HIiIqzsnJCdbW1igoKCjxOVZ0dDSqV69e6n1mZGRo3O7l5WVQjYbw9PTUuF3fZxNERJbCIIxY2A+xsB8kBQMxYmE/xMJ+EInD1dVV0jiRgzxSj4FKsrOzQ+PGjXH9+nWd41JTUxEbGwtvb+9Sz1G5cmVYWVnpXWSFzzEiKu8YFiuD0tPTsWPHDuzevbswzKAvFCZCQEu04BqVLVWrVsXHH3+M8ePHY8eOHTh27JhBV750dHRE27Zt8e9//xtNmzY1QaXS1K5dGwsWLMDs2bO1roZWt25dLFy40GwrnhUXFBSEoKAgXLp0CTt37sSlS5eQnZ1d6v3UqlUL3bt3xyuvvAJ3d3cTVCofKysrDBo0CP3798ehQ4ewb98+RERElHplRoVCgcaNG6N3797o1asXlwQmIiIiIiIiIiF5eHhg+vTpmD59Os6dO4e1a9di+/btSEtLAwCDVhsDgCtXruDtt9/G9OnTMWTIEIwfPx6dOnUyxyERERmsTp06iIqKKrE9PDwcwcHBpd6fnZ0dsrKySmx3cnIyqD5DaJtLrovyERHJiUEYsbAfYmE/qDQYiBEL+yEW9oNIDFIvMGaJII+m93I04UXSjFO3bl29YTHgxftyhoTFFAoFKleurPXcXBU+x4iovGNYrIzZvXs3NmzYgJSUlBJXcqXyp0WLFjh27JilyxCKp6cnJk+ejMmTJ+POnTu4evUqoqKicO/ePTx79gwZGRnIzMyEnZ0dHB0d4eLiAm9vb/j6+qJZs2YICAiAra2tpQ8DAODv74+ff/4Z27dvx+nTpxEfHw8rKyv4+PigR48eGDhwoBC1tm7dGq1bt0Z2djYuX76MiIgIREVF4cGDB3j+/DkyMjKQl5cHBwcHODo6olq1aqhTpw7q1q2LVq1awcfHx9KHUGq2trbo27cv+vbti6SkJFy4cAF37txBdHQ04uPjkZaWVviHgoODA5ycnFCjRg34+vrCz88Pbdq0QZUqVSx8FERERERE/2OJ9w34XgURUdnStm1btG3bFt999x22bt2KdevW4cyZMwC0h8J0rTamVCqRkZGBTZs2YdOmTfDz88Mbb7yBsWPHmnVVHSIiqRo0aIC7d++W+D321KlTeP3110u9P1dXV40nfyQkJKB+/foG11ka2i66Z6mL1BERacMgjFjYD7GwH2QIBmLEwn6Ihf0gsjyp59U9f/7cxJWUlJqaqneMg4MD7O3tzVBN+SU1AHb//n2D53B3d9cbFsvOzkZOTo5ZFwPQV5OKm5ubaQshogqBYbEy4tmzZ5g/fz6uXbtW5Kqt6rhyF1U09evXN9sHqqbi6uqKiRMnYuLEiZYuRS97e3u0b98e7du3t3QpZuXu7o5evXqhV69eli6FiIiIiMgglni/gO9REBGVXY6Ojhg/fjzGjx+PW7duYe3atdi8eTMeP34MoGQoTEXbxc1U2+/cuYOPP/4Yn376Kfr164c33ngDffv2hZWVlTkOi4hIrxYtWmD//v2FPysUCiiVSuzbtw8FBQWlfr2qU6cO4uPjS3yeFx8fL0u9Umibi1cmJiKRMAgjFvZDLOwHGYOBGLGwH2JhP4gsS+rFxJKTk01bSDEFBQWSwmI1atQwQzXlW7Vq1SSNU30uYYgaNWrg3r17esclJSXB09PT4HlKS+rzms8zIpIDw2JlQGRkJGbOnInk5GQolUqNH7QTERERERERERW3fv16jds9PDxMMp+Hh4fWOYmIqOxp2LAhlixZggULFmDPnj1Yt24dDhw4gPz8fK2rjal/r2lMXl4edu/ejd27d8PLywuvvfYaxo8fj3r16pnvwIiINOjevTsWLFgAAEU+j0tISMC+ffvQv3//Uu2vWbNmOHfuXIntJ0+exODBg40vWIKTJ08W+Vl1XD4+PmaZn4hIHwZhxMJ+iIX9IDkwECMW9kMs7AeR5bi6usLJyQnp6ek6x5k7LJaamoqCggK942rWrGmGaso3d3d3SeOePHli8BxSw1bJyclChsX4PCMiOTAsJrjw8HD83//9H9LS0gBA4xVbiYiIiIiIiIg0GTdunFnnc3JyMvucRERkejY2Nhg0aBAGDRqEuLg4rF+/Hhs2bEBkZCQA6auNFR8TFxeHhQsXYuHChejUqRMmTJiAIUOGwN7e3lyHRkRUqEOHDnB0dERmZmaJoOv8+fNLHRbr0qUL1q5dW/izaqWyPXv24Ntvv5WrbJ127dpVYmUzAGjUqJFZ5ici0oVBGLGwH2JhP0hODMSIhf0QC/tBZDk1a9bEnTt3dI5JTEw0UzWlm48rPhnP0dFR0rjMzEyD55AatjL38+zZs2d6x7i4uMDZ2dkM1RBReWdl6QJIu7i4OMyaNQtpaWmFH6QrlUoGxYiIiIiIiIiIiIjIImrUqIFZs2bh9u3bOHbsGEaNGoVKlSoVvnetei+7eDhB/b1t9TGq7SdOnMDYsWNRo0YNvPPOO7h69aolDo+IKjB7e3sMGTKk8LVKfXWxCxcuYMOGDaXaX58+fWBjU/K6nffu3cOBAweMrlefP//8EzExMQBKXoQyKCjI5PMTEenCIIxY2A+xsB9kCiHDR2PS3MWSx6/+fAZCt202YUUVG/shFvaDyDK8vb31jklNTUVGRoYZqnkhLi5O0jiu2G48W1tbSeOys7MNnkNqn+Lj4w2ewxBSnmdS/v8gIpKCYTFB5eTkYNasWUhNTZW8mpj6B+yavgy5j9Sv0tRFRERERERERERERGVf586dsWnTJsTFxeH7779Hq1attIbCVFS3Fx+j2pacnIxVq1ahdevWaNmyJVatWoWUlBSLHB8RVTwTJkwosU31GvX+++/j9u3bkvfl7u6Of//73yVWWVTtKy8vT5aaNcnNzcUHH3yg9XO5Xr16mWxuIiJ9GIQRC/shFvaDTImBGLGwH2JhP4jMr0GDBpLGmTPII3UuqbWTdlLPJS8oKDB4DhGfY+np6UhLS9M7js8xIpILw2KCWrduHWJiYnQGxTSFsNQ/aC/+pYmu8VK+NNUiZQ4iIiIiIiIiIiIiKh9cXFzw1ltv4eLFiwgLC8M777wDd3d3jaEwdervGWtabezatWt45513UKNGDYwZMwZ//fWXBY6OiCqSjh07on379gD+F+xSfZ+SkoK+ffvi0aNHkvc3ffr0wu/VPx+7ffs2pkyZIlPVJU2aNAmRkZGF86ofS/PmzXkFbCKyGAZhxMJ+iIX9IHNgIEYs7IdY2A8i82rYsKGkcQ8fPjRxJf8j5T0fW1tb+Pr6mqGa8i0nJ0fSOHt7e4PncHFxQY0aNfSOM+dzTOpcDIsRkVxsLF0AlRQVFYXffvtNb1Cs+G0eHh6oUaMG3N3dYWdnB2tr6yL3OXjwYJH7KRQK1KxZE82aNStVfUqlEs+fP0dycjKSk5MRHx+v9QN/pVIJKysrdO7cGXZ2dqWah4iIiIiIiIiIiIjKFn9/f3z33XdYunQp/vjjD6xbtw5HjhwpEghTUX9/W9N7zKrQWFZWFrZs2YItW7agbt26eOONNzBu3DhJH/QSEZXWwoUL0alTpxKfqSkUCkRFRaFdu3bYs2cPmjdvrndfQUFBePXVV7Fly5bCwJbqv2vXroWTkxOWLVsma/1TpkzBhg0bigTEVBQKBd566y1Z5yMikopBGLGwH2JhP8icQoaPBvAi6CKFapzqfiQv9kMs7AeR+TRo0ABWVlZ6V46Kjo7Gv/71L7PUFB0drXdMvXr1YGPDU++NlZ2dLWmcMWExAGjUqBHi4uJ0jrl3755Rc5RGVFSUpHFSw5RERPrwXywBbdiwAQUFBVo/xAH+98FUu3bt0KVLF7Rq1QpVqlTRud+DBw+W2NasWTPMnDnTqHqTk5Nx+fJlnD9/Hn/99Rfy8vJKfOCflJSE+fPnw8HBwai5iIiIiIiIiIiIiEh8dnZ2GDFiBEaMGIH79+/jP//5D37++Wfcv38fQMlQmIr695qCZXfv3sUnn3yCzz77DL1798aECRMwcOBAcxwSEVUQHTt2xJgxY7Bp06Yiqx2qXrdiY2MRHByML774Au+//36JizcWt2zZMhw9ehSPHz8uERhbvnw5rl27hg0bNsDb29uouu/evYvXXnsNZ86cKbJd/bXUy8sLY8aMMWoeIiJDMAgjFvZDLOwHWQIDMWJhP8TCfhCZh4ODAxo3boybN2/qHCc1XCMHKWGxli1bmqGS8i8pKUnSOH3nxesTGBiIY8eO6RwTFxeHzMxMs5zfLuU5VrVqVdSpU8fktRBRxWBl6QKoqKioKJw6dUpvUKxdu3b4+eefMX/+fPTs2dPofxCN4ebmhu7du2PWrFnYuHEj+vTpAysrq8KalUolwsLC8MEHHyA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|
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"text/plain": [
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"<Figure size 3600x2400 with 2 Axes>"
|
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]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# # Set image size, resolution, bar widths #\n",
|
|
"# ##########################################\n",
|
|
"fig, ax = plt.subplots(\n",
|
|
" figsize=(6,4), # 8 inches in width, 6 inch in height\n",
|
|
" dpi=600); # Higher dpi for print quality pictures. Go higher if possible.\n",
|
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"\n",
|
|
"barWidth = 0.45 # set width of bar \n",
|
|
"sandA_bar = -barWidth/2 + np.arange(len(df[\"SandA\"].to_numpy())) # For sandA x positions\n",
|
|
"sandB_bar = barWidth/2 + np.arange(len(df[\"SandB\"].to_numpy())) \n",
|
|
"\n",
|
|
"# # SandA Bar Plot #\n",
|
|
"# ################\n",
|
|
"ax.bar(sandA_bar, df[\"SandA\"].to_numpy(), \n",
|
|
" width = barWidth, label=\"SandA\", \n",
|
|
" edgecolor = \"black\", linewidth = 1, \n",
|
|
" color='lightcoral', hatch='//',\n",
|
|
" bottom=np.zeros(3))\n",
|
|
"for x, value, err in zip(sandA_bar, df[\"SandA\"].to_numpy(), df[\"SandA_Error\"].to_numpy()):\n",
|
|
" ax.errorbar(x, value, \n",
|
|
" yerr=err, \n",
|
|
" color='black',\n",
|
|
" capsize=5, elinewidth=1, markeredgewidth=1) \n",
|
|
" ax.text(\n",
|
|
" x, (value+err)+0.75, \n",
|
|
" f\"${value:.2f} \\pm {err:.2f}$\", \n",
|
|
" ha = 'center',\n",
|
|
" rotation='vertical',\n",
|
|
" fontsize = 'x-small'\n",
|
|
" )\n",
|
|
"\n",
|
|
"# # SandA Bar Plot #\n",
|
|
"# ################\n",
|
|
"ax.bar(sandB_bar, df[\"SandB\"].to_numpy(), \n",
|
|
" width = barWidth, label=\"SandB\", \n",
|
|
" edgecolor = \"black\", linewidth = 1, \n",
|
|
" color='lightblue', hatch='\\\\\\\\',\n",
|
|
" bottom=np.zeros(3))\n",
|
|
"for x, value, err in zip(sandB_bar, df[\"SandB\"].to_numpy(), df[\"SandB_Error\"].to_numpy()):\n",
|
|
" ax.errorbar(x, value, \n",
|
|
" yerr=err, \n",
|
|
" color='black',\n",
|
|
" capsize=5, elinewidth=1, markeredgewidth=1) \n",
|
|
" ax.text(\n",
|
|
" x, (value+err)+0.75, \n",
|
|
" f\"${value:.2f} \\pm {err:.2f}$\", \n",
|
|
" ha = 'center',\n",
|
|
" rotation='vertical',\n",
|
|
" fontsize = 'x-small'\n",
|
|
" )\n",
|
|
"\n",
|
|
"ax.legend(loc=\"upper left\", frameon=False)\n",
|
|
"ax.set_ylabel(\"Abrasion volume loss $(mm^3)$\") \n",
|
|
"ax.set_ylim(top=45)\n",
|
|
"\n",
|
|
"\n",
|
|
"# use the plt.xticks function to custom labels\n",
|
|
"ax.set_xticks(\n",
|
|
" (sandA_bar+sandB_bar)/2, # x axis stack \n",
|
|
" (\"P1\",\"P2\",\"P3\")\n",
|
|
")\n",
|
|
"\n",
|
|
"\n",
|
|
"ax2 = ax.twinx() # instantiate a second axes that shares the same x-axis\n",
|
|
"# Get the text object\n",
|
|
"\n",
|
|
"import matplotlib\n",
|
|
"import matplotlib.ticker\n",
|
|
"class FFormatter(matplotlib.ticker.ScalarFormatter):\n",
|
|
" def __init__(self, fformat=\"%1.2f\", offset=False, mathText=False):\n",
|
|
" self.fformat = fformat\n",
|
|
" matplotlib.ticker.ScalarFormatter.__init__(self,useOffset=offset,useMathText=mathText)\n",
|
|
" def _set_format(self):\n",
|
|
" self.format = self.fformat\n",
|
|
" if self._useMathText:\n",
|
|
" self.format = '$%s$' % matplotlib.ticker._mathdefault(self.format)\n",
|
|
"\n",
|
|
"\n",
|
|
"ax2.set_ylabel(r\"Wear Rate $( \\frac{mm^3}{Nm} )$\")\n",
|
|
"ax2.set_ylim(top=0.000240998, bottom=0)\n",
|
|
"\n",
|
|
"ax2.yaxis.set_major_formatter(FFormatter())\n",
|
|
"ax2.ticklabel_format(style='sci',scilimits=(0,0),axis='y')\n",
|
|
"\n",
|
|
"ax.yaxis.set_major_formatter(FormatStrFormatter('%.2f'))\n",
|
|
"\n",
|
|
"# Set the size.\n",
|
|
"#text.set_size(30) # Overkill!\n",
|
|
"\n",
|
|
"fig.tight_layout()\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"fig.savefig(\n",
|
|
" 'stellite_sand_abrasion_comparison.jpeg', # Name of the generated file\n",
|
|
" bbox_inches='tight', # removes extra white space around figure\n",
|
|
" transparent=True # Transparent background\n",
|
|
")\n",
|
|
"\n",
|
|
"\n",
|
|
"#from matplotlib.ticker import FormatStrFormatter, ScalarFormatter\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "6f9b4b65-6b30-407e-9a41-21ef465afc7a",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
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