2432 lines
2.5 MiB
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2432 lines
2.5 MiB
Plaintext
{
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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>path</th>\n",
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" <th>score</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>0</th>\n",
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" <td>tweets/2021-08-24-07-40.txt</td>\n",
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" <td>15</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
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||
" <td>tweets/2021-06-22-13-19.txt</td>\n",
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" <td>14</td>\n",
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" </tr>\n",
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" <tr>\n",
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||
" <th>2</th>\n",
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||
" <td>tweets/2020-07-13-10-03.txt</td>\n",
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||
" <td>14</td>\n",
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||
" </tr>\n",
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||
" <tr>\n",
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||
" <th>3</th>\n",
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||
" <td>tweets/2022-04-28-12-38.txt</td>\n",
|
||
" <td>13</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>tweets/2022-10-20-14-08.txt</td>\n",
|
||
" <td>13</td>\n",
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||
" </tr>\n",
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||
" <tr>\n",
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||
" <th>...</th>\n",
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" <td>...</td>\n",
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" </tr>\n",
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||
" <tr>\n",
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||
" <th>1331</th>\n",
|
||
" <td>tweets/2016-11-08-13-35.txt</td>\n",
|
||
" <td>1</td>\n",
|
||
" </tr>\n",
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||
" <tr>\n",
|
||
" <th>1332</th>\n",
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||
" <td>tweets/2022-06-16-12-15.txt</td>\n",
|
||
" <td>1</td>\n",
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||
" </tr>\n",
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||
" <tr>\n",
|
||
" <th>1333</th>\n",
|
||
" <td>tweets/2016-05-12-12-48.txt</td>\n",
|
||
" <td>1</td>\n",
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||
" </tr>\n",
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||
" <tr>\n",
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||
" <th>1334</th>\n",
|
||
" <td>tweets/2016-06-01-11-03.txt</td>\n",
|
||
" <td>1</td>\n",
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||
" </tr>\n",
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||
" <tr>\n",
|
||
" <th>1335</th>\n",
|
||
" <td>tweets/2014-01-28-08-50.txt</td>\n",
|
||
" <td>1</td>\n",
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||
" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"<p>1336 rows × 2 columns</p>\n",
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"</div>"
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],
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"text/plain": [
|
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" path score\n",
|
||
"0 tweets/2021-08-24-07-40.txt 15\n",
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||
"1 tweets/2021-06-22-13-19.txt 14\n",
|
||
"2 tweets/2020-07-13-10-03.txt 14\n",
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"3 tweets/2022-04-28-12-38.txt 13\n",
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"4 tweets/2022-10-20-14-08.txt 13\n",
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"... ... ...\n",
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"1331 tweets/2016-11-08-13-35.txt 1\n",
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"1332 tweets/2022-06-16-12-15.txt 1\n",
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"1333 tweets/2016-05-12-12-48.txt 1\n",
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"1334 tweets/2016-06-01-11-03.txt 1\n",
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"1335 tweets/2014-01-28-08-50.txt 1\n",
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"\n",
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"[1336 rows x 2 columns]"
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]
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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": [
|
||
"# load in data\n",
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"import pandas as pd\n",
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||
"from pathlib import Path\n",
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||
"\n",
|
||
"tweet_df = pd.read_csv('tweets_relevance_list.csv', index_col=0)\n",
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||
"\n",
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||
"# remove rows with score of zero\n",
|
||
"tweet_df = tweet_df[tweet_df['score'].gt(0)]\n",
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||
"\n",
|
||
"# remove wrong folder\n",
|
||
"tweet_df['path'] = tweet_df['path'].str.replace('/home/brian/solveig_master/', '')\n",
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||
"\n",
|
||
"# ensure datatype\n",
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||
"tweet_df['path'] = tweet_df['path'].apply(Path)\n",
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||
"\n",
|
||
"tweet_df"
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||
]
|
||
},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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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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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>root</th>\n",
|
||
" <th>mean_ranking</th>\n",
|
||
" <th>std_ranking</th>\n",
|
||
" <th>word_matches</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>challeng</td>\n",
|
||
" <td>420</td>\n",
|
||
" <td>264</td>\n",
|
||
" <td>[challenges, challenge, challenging]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>SDG</td>\n",
|
||
" <td>423</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>[sdgs]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>ESG</td>\n",
|
||
" <td>636</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>[esg]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>recycling</td>\n",
|
||
" <td>860</td>\n",
|
||
" <td>154</td>\n",
|
||
" <td>[recycling, shiprecycling]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>reduc</td>\n",
|
||
" <td>1242</td>\n",
|
||
" <td>965</td>\n",
|
||
" <td>[reduce, reducing, reduced, reduction, reducti...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>5</th>\n",
|
||
" <td>planet</td>\n",
|
||
" <td>1295</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>[planet]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>6</th>\n",
|
||
" <td>CSR</td>\n",
|
||
" <td>1371</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>[csr]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>7</th>\n",
|
||
" <td>sustainab</td>\n",
|
||
" <td>1527</td>\n",
|
||
" <td>1873</td>\n",
|
||
" <td>[sustainability, sustainable, sustainableshipp...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>8</th>\n",
|
||
" <td>clean</td>\n",
|
||
" <td>1695</td>\n",
|
||
" <td>837</td>\n",
|
||
" <td>[theoceancleanup, cleanup, clean, cleanseas, o...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>9</th>\n",
|
||
" <td>methanol</td>\n",
|
||
" <td>1700</td>\n",
|
||
" <td>1044</td>\n",
|
||
" <td>[methanol, emethanol]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>10</th>\n",
|
||
" <td>future</td>\n",
|
||
" <td>1770</td>\n",
|
||
" <td>1684</td>\n",
|
||
" <td>[future, futureproofing]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>11</th>\n",
|
||
" <td>garbage</td>\n",
|
||
" <td>1808</td>\n",
|
||
" <td>612</td>\n",
|
||
" <td>[garbage, greatpacificgarbagepatch]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>12</th>\n",
|
||
" <td>responsib</td>\n",
|
||
" <td>1889</td>\n",
|
||
" <td>1135</td>\n",
|
||
" <td>[responsible, responsibility, responsibly, res...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>13</th>\n",
|
||
" <td>carb</td>\n",
|
||
" <td>1952</td>\n",
|
||
" <td>1526</td>\n",
|
||
" <td>[decarbonisation, carbon, decarbonization, car...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>14</th>\n",
|
||
" <td>chang</td>\n",
|
||
" <td>2148</td>\n",
|
||
" <td>1667</td>\n",
|
||
" <td>[change, changing, climatechange, changes, exc...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>15</th>\n",
|
||
" <td>ocean</td>\n",
|
||
" <td>2169</td>\n",
|
||
" <td>1629</td>\n",
|
||
" <td>[ocean, theoceancleanup, oceans, oceanplastic,...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>16</th>\n",
|
||
" <td>plastic</td>\n",
|
||
" <td>2320</td>\n",
|
||
" <td>1490</td>\n",
|
||
" <td>[plastic, oceanplastic, plasticwaste, plasticp...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>17</th>\n",
|
||
" <td>neutral</td>\n",
|
||
" <td>2382</td>\n",
|
||
" <td>1798</td>\n",
|
||
" <td>[neutral, carbonneutral, neutrality, co2neutral]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>18</th>\n",
|
||
" <td>environment</td>\n",
|
||
" <td>2391</td>\n",
|
||
" <td>1574</td>\n",
|
||
" <td>[environment, environmental, unenvironment, en...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>19</th>\n",
|
||
" <td>green</td>\n",
|
||
" <td>2393</td>\n",
|
||
" <td>1158</td>\n",
|
||
" <td>[green, greenfuels, greener, greenfuel, greent...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>20</th>\n",
|
||
" <td>sulphur</td>\n",
|
||
" <td>2828</td>\n",
|
||
" <td>1772</td>\n",
|
||
" <td>[sulphur, lowsulphur]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>21</th>\n",
|
||
" <td>emissions</td>\n",
|
||
" <td>2925</td>\n",
|
||
" <td>2046</td>\n",
|
||
" <td>[emissions, carbonemissions, zeroemissions]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>22</th>\n",
|
||
" <td>zero</td>\n",
|
||
" <td>2977</td>\n",
|
||
" <td>1646</td>\n",
|
||
" <td>[zero, netzero, zerocarbon, zerocarbonship, ze...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>23</th>\n",
|
||
" <td>climate</td>\n",
|
||
" <td>3046</td>\n",
|
||
" <td>2095</td>\n",
|
||
" <td>[climateaction, climate, climatechange, climat...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>24</th>\n",
|
||
" <td>eco</td>\n",
|
||
" <td>3074</td>\n",
|
||
" <td>1269</td>\n",
|
||
" <td>[ecosystem, eco, maerskecodelivery, ecofriendl...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>25</th>\n",
|
||
" <td>mission</td>\n",
|
||
" <td>3247</td>\n",
|
||
" <td>1950</td>\n",
|
||
" <td>[emissions, mission, eucommission, carbonemiss...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>26</th>\n",
|
||
" <td>CO2</td>\n",
|
||
" <td>3390</td>\n",
|
||
" <td>2275</td>\n",
|
||
" <td>[co2, co2neutral, co2emission]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>27</th>\n",
|
||
" <td>bio</td>\n",
|
||
" <td>3687</td>\n",
|
||
" <td>1274</td>\n",
|
||
" <td>[biofuel, biofuels, biohuts, biodiversity]</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" root mean_ranking std_ranking \n",
|
||
"0 challeng 420 264 \\\n",
|
||
"1 SDG 423 0 \n",
|
||
"2 ESG 636 0 \n",
|
||
"3 recycling 860 154 \n",
|
||
"4 reduc 1242 965 \n",
|
||
"5 planet 1295 0 \n",
|
||
"6 CSR 1371 0 \n",
|
||
"7 sustainab 1527 1873 \n",
|
||
"8 clean 1695 837 \n",
|
||
"9 methanol 1700 1044 \n",
|
||
"10 future 1770 1684 \n",
|
||
"11 garbage 1808 612 \n",
|
||
"12 responsib 1889 1135 \n",
|
||
"13 carb 1952 1526 \n",
|
||
"14 chang 2148 1667 \n",
|
||
"15 ocean 2169 1629 \n",
|
||
"16 plastic 2320 1490 \n",
|
||
"17 neutral 2382 1798 \n",
|
||
"18 environment 2391 1574 \n",
|
||
"19 green 2393 1158 \n",
|
||
"20 sulphur 2828 1772 \n",
|
||
"21 emissions 2925 2046 \n",
|
||
"22 zero 2977 1646 \n",
|
||
"23 climate 3046 2095 \n",
|
||
"24 eco 3074 1269 \n",
|
||
"25 mission 3247 1950 \n",
|
||
"26 CO2 3390 2275 \n",
|
||
"27 bio 3687 1274 \n",
|
||
"\n",
|
||
" word_matches \n",
|
||
"0 [challenges, challenge, challenging] \n",
|
||
"1 [sdgs] \n",
|
||
"2 [esg] \n",
|
||
"3 [recycling, shiprecycling] \n",
|
||
"4 [reduce, reducing, reduced, reduction, reducti... \n",
|
||
"5 [planet] \n",
|
||
"6 [csr] \n",
|
||
"7 [sustainability, sustainable, sustainableshipp... \n",
|
||
"8 [theoceancleanup, cleanup, clean, cleanseas, o... \n",
|
||
"9 [methanol, emethanol] \n",
|
||
"10 [future, futureproofing] \n",
|
||
"11 [garbage, greatpacificgarbagepatch] \n",
|
||
"12 [responsible, responsibility, responsibly, res... \n",
|
||
"13 [decarbonisation, carbon, decarbonization, car... \n",
|
||
"14 [change, changing, climatechange, changes, exc... \n",
|
||
"15 [ocean, theoceancleanup, oceans, oceanplastic,... \n",
|
||
"16 [plastic, oceanplastic, plasticwaste, plasticp... \n",
|
||
"17 [neutral, carbonneutral, neutrality, co2neutral] \n",
|
||
"18 [environment, environmental, unenvironment, en... \n",
|
||
"19 [green, greenfuels, greener, greenfuel, greent... \n",
|
||
"20 [sulphur, lowsulphur] \n",
|
||
"21 [emissions, carbonemissions, zeroemissions] \n",
|
||
"22 [zero, netzero, zerocarbon, zerocarbonship, ze... \n",
|
||
"23 [climateaction, climate, climatechange, climat... \n",
|
||
"24 [ecosystem, eco, maerskecodelivery, ecofriendl... \n",
|
||
"25 [emissions, mission, eucommission, carbonemiss... \n",
|
||
"26 [co2, co2neutral, co2emission] \n",
|
||
"27 [biofuel, biofuels, biohuts, biodiversity] "
|
||
]
|
||
},
|
||
"execution_count": 2,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# load in word root list\n",
|
||
"word_root_df = pd.read_csv('word_root_ranking.csv', index_col=0)\n",
|
||
"\n",
|
||
"# parse string-lists\n",
|
||
"word_root_df['word_matches'] = word_root_df['word_matches'].str.strip(\"[]'\").str.split(\"', '\")\n",
|
||
"# word_list = sum(word_list, []) # flatten nested list\n",
|
||
"\n",
|
||
"word_root_df"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 3,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"PeriodIndex(['2011-01', '2011-02', '2011-03', '2011-04', '2011-05', '2011-06',\n",
|
||
" '2011-07', '2011-08', '2011-09', '2011-10',\n",
|
||
" ...\n",
|
||
" '2022-06', '2022-07', '2022-08', '2022-09', '2022-10', '2022-11',\n",
|
||
" '2022-12', '2023-01', '2023-02', '2023-03'],\n",
|
||
" dtype='period[M]', length=147)"
|
||
]
|
||
},
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
"# define time bins\n",
|
||
"period_range = pd.period_range(start='2011-01-01', end='2023-03-31', freq='M')\n",
|
||
"\n",
|
||
"period_range"
|
||
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|
||
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|
||
{
|
||
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|
||
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|
||
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|
||
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|
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|
||
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|
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|
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|
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||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
" <tr>\n",
|
||
" <th>2022-12</th>\n",
|
||
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|
||
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|
||
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||
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||
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||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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|
||
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|
||
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||
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|
||
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||
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|
||
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||
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|
||
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|
||
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|
||
"</table>\n",
|
||
"<p>147 rows × 28 columns</p>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
"root challeng SDG ESG recycling reduc planet CSR sustainab clean methanol \n",
|
||
"2011-01 0 0 0 0 0 0 0 0 0 0 \\\n",
|
||
"2011-02 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-03 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-04 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-05 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"... ... .. .. ... ... ... .. ... ... ... \n",
|
||
"2022-11 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2022-12 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-01 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-02 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-03 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"\n",
|
||
"root ... environment green sulphur emissions zero climate eco mission CO2 \n",
|
||
"2011-01 ... 0 0 0 0 0 0 0 0 0 \\\n",
|
||
"2011-02 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-03 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-04 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-05 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"... ... ... ... ... ... ... ... .. ... .. \n",
|
||
"2022-11 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2022-12 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-01 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-02 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-03 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"\n",
|
||
"root bio \n",
|
||
"2011-01 0 \n",
|
||
"2011-02 0 \n",
|
||
"2011-03 0 \n",
|
||
"2011-04 0 \n",
|
||
"2011-05 0 \n",
|
||
"... .. \n",
|
||
"2022-11 0 \n",
|
||
"2022-12 0 \n",
|
||
"2023-01 0 \n",
|
||
"2023-02 0 \n",
|
||
"2023-03 0 \n",
|
||
"\n",
|
||
"[147 rows x 28 columns]"
|
||
]
|
||
},
|
||
"execution_count": 4,
|
||
"metadata": {},
|
||
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|
||
}
|
||
],
|
||
"source": [
|
||
"# prepare dataframe\n",
|
||
"df = pd.DataFrame(index=period_range, columns=word_root_df['root'])\n",
|
||
"df.iloc[:, :] = 0 # set all to 0\n",
|
||
"\n",
|
||
"df"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 5,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"PeriodIndex(['2011-01', '2011-02', '2011-03', '2011-04', '2011-05', '2011-06',\n",
|
||
" '2011-07', '2011-08', '2011-09', '2011-10',\n",
|
||
" ...\n",
|
||
" '2022-06', '2022-07', '2022-08', '2022-09', '2022-10', '2022-11',\n",
|
||
" '2022-12', '2023-01', '2023-02', '2023-03'],\n",
|
||
" dtype='period[M]', length=147)"
|
||
]
|
||
},
|
||
"execution_count": 5,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
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|
||
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|
||
"source": [
|
||
"df.index"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 6,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
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|
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|
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|
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|
||
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|
||
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|
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|
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|
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|
||
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|
||
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|
||
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|
||
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|
||
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|
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
" <th>emissions</th>\n",
|
||
" <th>zero</th>\n",
|
||
" <th>climate</th>\n",
|
||
" <th>eco</th>\n",
|
||
" <th>mission</th>\n",
|
||
" <th>CO2</th>\n",
|
||
" <th>bio</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>2011-01</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2011-02</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2011-03</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2011-04</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2011-05</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>...</th>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2022-11</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2022-12</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>12</td>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2023-01</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2023-02</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2023-03</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>147 rows × 28 columns</p>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
"root challeng SDG ESG recycling reduc planet CSR sustainab clean methanol \n",
|
||
"2011-01 0 0 0 0 0 0 0 0 0 0 \\\n",
|
||
"2011-02 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-03 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-04 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-05 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"... ... .. .. ... ... ... .. ... ... ... \n",
|
||
"2022-11 0 0 0 5 0 0 0 5 0 1 \n",
|
||
"2022-12 0 0 0 0 2 0 0 6 4 3 \n",
|
||
"2023-01 0 0 1 0 2 0 0 3 0 0 \n",
|
||
"2023-02 0 0 1 0 0 0 0 4 4 1 \n",
|
||
"2023-03 0 0 0 1 1 0 0 4 2 1 \n",
|
||
"\n",
|
||
"root ... environment green sulphur emissions zero climate eco mission CO2 \n",
|
||
"2011-01 ... 0 0 0 0 0 0 0 0 0 \\\n",
|
||
"2011-02 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-03 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-04 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-05 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"... ... ... ... ... ... ... ... .. ... .. \n",
|
||
"2022-11 ... 0 5 0 2 2 5 3 7 0 \n",
|
||
"2022-12 ... 1 3 0 3 0 2 12 11 0 \n",
|
||
"2023-01 ... 0 1 0 2 0 0 3 6 0 \n",
|
||
"2023-02 ... 5 1 0 1 4 0 5 4 0 \n",
|
||
"2023-03 ... 3 5 0 1 0 0 4 3 0 \n",
|
||
"\n",
|
||
"root bio \n",
|
||
"2011-01 0 \n",
|
||
"2011-02 0 \n",
|
||
"2011-03 0 \n",
|
||
"2011-04 0 \n",
|
||
"2011-05 0 \n",
|
||
"... .. \n",
|
||
"2022-11 0 \n",
|
||
"2022-12 0 \n",
|
||
"2023-01 0 \n",
|
||
"2023-02 2 \n",
|
||
"2023-03 0 \n",
|
||
"\n",
|
||
"[147 rows x 28 columns]"
|
||
]
|
||
},
|
||
"execution_count": 6,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# count words usage\n",
|
||
"from datetime import datetime\n",
|
||
"import re\n",
|
||
"\n",
|
||
"# path = tweet_df.loc[0, 'path']\n",
|
||
"# print('path: ', path)\n",
|
||
"for path in tweet_df['path']:\n",
|
||
" # determine period\n",
|
||
" ts = datetime.strptime(path.stem, '%Y-%m-%d-%H-%M')\n",
|
||
" ts = pd.to_datetime(ts).to_period('M')\n",
|
||
" # print('period: ', ts)\n",
|
||
" period_mask = ts == df.index\n",
|
||
" # load in tweet\n",
|
||
" with open(path, 'r') as f:\n",
|
||
" text = f.read()\n",
|
||
" # extract tweet text\n",
|
||
" text = re.search(\n",
|
||
" pattern='(?<=text: )(.|\\n)*(?=images: )',\n",
|
||
" string=text\n",
|
||
" ).group(0)\n",
|
||
" # determine if words present in text\n",
|
||
" for word_root in df.columns[1:]:\n",
|
||
" # print('word root: ', word_root)\n",
|
||
" word_root_mask = word_root_df['root'].eq(word_root)\n",
|
||
" word_matches = word_root_df.loc[word_root_mask, 'word_matches'].to_list()\n",
|
||
" word_matches = sum(word_matches, []) # unpack nested list\n",
|
||
" # print('word matches: ', word_matches)\n",
|
||
" for word in word_matches:\n",
|
||
" # print('word: ', word)\n",
|
||
" if word in text:\n",
|
||
" df.loc[period_mask, word_root] += 1\n",
|
||
"\n",
|
||
"df"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# import matplotlib.pyplot as plt\n",
|
||
"\n",
|
||
"# for year in range(2011, 2024):\n",
|
||
"# year_mask = df.index.year == year\n",
|
||
"# ax = df[year_mask].plot(kind='line', layout='tight', figsize=(18,12))\n",
|
||
"# # fig, ax = plt.subplots(1,1,figsize=(18,12))\n",
|
||
"# # [ax.plot(df.index, df[col]) for col in df.columns]\n",
|
||
"# ax.set_ylabel('counts (n)')\n",
|
||
"# ax.set_xlabel('period')\n",
|
||
"# plt.show()\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# import matplotlib.pyplot as plt\n",
|
||
"# import matplotlib.dates as mdates\n",
|
||
"\n",
|
||
"# # locator = mdates.MonthLocator()\n",
|
||
"# # fmt = mdates.DateFormatter('%b')\n",
|
||
"# # fmt = mdates.DateFormatter('%Y-%m')\n",
|
||
"\n",
|
||
"# ax = df.plot(kind='line', layout='tight', figsize=(18,12))\n",
|
||
"# # fig, ax = plt.subplots(1,1,figsize=(18,12))\n",
|
||
"# # [ax.plot(df.index, df[col]) for col in df.columns]\n",
|
||
"# ax.set_ylabel('counts (n)')\n",
|
||
"# ax.set_xlabel('period')\n",
|
||
"\n",
|
||
"# # X.set_major_locator(locator)\n",
|
||
"# # X.set_major_formatter(mdates.DateFormatter('%Y'))\n",
|
||
"# plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# # plot only words that have a peak above 5\n",
|
||
"# word_mask = df.max(axis=0) >= 5\n",
|
||
"\n",
|
||
"# df_extract = df.loc[:, word_mask]\n",
|
||
"# df_extract[df_extract<5] = 0\n",
|
||
"\n",
|
||
"# ax = df_extract.plot(kind='line', layout='tight', figsize=(18,12))\n",
|
||
"\n",
|
||
"# ax.set_ylabel('counts (n)')\n",
|
||
"# ax.set_xlabel('period')\n",
|
||
"\n",
|
||
"# plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 43,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "2409d913c3164c1ba9e09bdafe3a6c2c",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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' width=1200.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# plot of combined use of root words over time\n",
|
||
"import matplotlib.pyplot as plt\n",
|
||
"import matplotlib.dates as mdates\n",
|
||
"%matplotlib widget\n",
|
||
"plt.figure(figsize=(12,8))\n",
|
||
"\n",
|
||
"time = df.index.to_timestamp()\n",
|
||
"counts = df.sum(axis=1)\n",
|
||
"plt.plot(time, counts, label='aggregated counts per month')\n",
|
||
"\n",
|
||
"mean = df.sum(axis=1).rolling(12, min_periods=1).mean()\n",
|
||
"plt.plot(time, mean, label='12-month mean')\n",
|
||
"std = df.sum(axis=1).rolling(12, min_periods=1).std()\n",
|
||
"plt.fill_between(\n",
|
||
" x=time,\n",
|
||
" y1=mean-std,\n",
|
||
" y2=mean+std,\n",
|
||
" alpha=0.2,\n",
|
||
" label='standard deviation'\n",
|
||
")\n",
|
||
"\n",
|
||
"X = plt.gca().xaxis\n",
|
||
"locator = mdates.MonthLocator(interval=12)\n",
|
||
"fmt = mdates.DateFormatter('%Y-%m')\n",
|
||
"X.set_major_locator(locator)\n",
|
||
"X.set_major_formatter(fmt)\n",
|
||
"plt.xticks(rotation=45)\n",
|
||
"plt.legend(loc='upper left')\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig('plots/total_keyword_counts.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"attachments": {},
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Above mean + std"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 73,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"['clean',\n",
|
||
" 'climate',\n",
|
||
" 'sustainab',\n",
|
||
" 'eco',\n",
|
||
" 'green',\n",
|
||
" 'ocean',\n",
|
||
" 'environment',\n",
|
||
" 'mission',\n",
|
||
" 'zero',\n",
|
||
" 'chang',\n",
|
||
" 'reduc',\n",
|
||
" 'carb']"
|
||
]
|
||
},
|
||
"execution_count": 73,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"threshold = mean + std\n",
|
||
"threshold_mask = counts > threshold\n",
|
||
"threshold_mask\n",
|
||
"\n",
|
||
"tracked_words_list = list()\n",
|
||
"for period in df.index[threshold_mask]:\n",
|
||
" # determine words with counts above mean + std\n",
|
||
" x = df.loc[period, :]\n",
|
||
" x = x[x>0] # ignore words with 0-count\n",
|
||
" threshold = x.mean() + x.std()\n",
|
||
" mask = df.loc[period, :].gt(threshold)\n",
|
||
" label_list = df.columns[mask].tolist()\n",
|
||
" for label in label_list:\n",
|
||
" tracked_words_list.append(label)\n",
|
||
"tracked_words_list = list(set(tracked_words_list))\n",
|
||
"tracked_words_list"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 96,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
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"text/html": [
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{
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",
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en3t7e36+abb9bYsWMlSd/85jf1u9/9Th999JH69++v7bffXl/+8pf1yCOPJAKsE044IfH92267ra6//nrttttuamxsVP/+/TVo0CBJ0pZbbqkBAwZIklpbW3X55ZfrX//6l/bYY4/E9z7++OP6xS9+QYAFAL2GCqygooUQAIC+QYCFgvD5jT+R29jQpz8z1L9WA08/N6dtX3/9dbW2tmr//ffv1s+qqalJhFeSNHToUI0ePVr9+/f3nBdvEZSk5557ThdddJFefPFFff7553I7PtVdvXq1tt9+e9+f884776ipqUkHHnig5/y2tjZNnTq1W/sOAMiFPQOLECNIop4h7lRgAQDQWwiwUBDcxga5G9fnezcyirfndVd5ebnna8dxfM+Lh1SbNm3SjBkzNGPGDN1+++0aMmSIVq9erRkzZqitrS3jz2lsbJQk3X///dpqq608l1VWVvboNgAAAC9jjLcCK8IMLAAAegsBFgpCqH9tQf/M8ePHq7q6WkuXLtWJJ57Yi3sV88Ybb+jTTz/VFVdcoZEjR0qSnn32Wc82FRUVkuQZ/L799tursrJSq1evpl0QAPqQt+qKKpygMK1tnqorY7jvAQDoLQRYKAi5tvLlS1VVlebNm6e5c+eqoqJC06ZN08cff6xXX321222F2YwaNUoVFRW64YYbdMopp+iVV17RJZdc4tlmm222keM4+tvf/qavfOUrqq6uVm1trebMmaOzzjpLrutqr7320oYNG7R8+XLV1dUl5ncBADY343MKpc6uvoqdQYAFAEBvCeV7B4BiMX/+fJ1zzjlasGCBJk2apO985zuemVWb05AhQ7R48WL9+c9/1vbbb68rrrhCV199tWebrbbaShdffLH+7//+T0OHDtXpp58uSbrkkks0f/58LVq0SJMmTdLMmTN1//33a8yYMb2yrwAAiSHuweSZfyVWIQQAoDc5xrDWMzavjRs3qr6+Xhs2bFBdXZ3nspaWFq1cuVJjxoxRVVVVnvYQhY7HCYBi82nLE2qOfChJGlA5Wf3Lx3byHSgFm954V+9efEPi68qth2rCT/4vj3sEAMGV7TgUpYEKLAAAgB4yVGAFUmoFllzuewAAegsBFgAAQE8ZZmAFUeoMLMMMLAAAeg0BFgAAwObESnSBkTbEnRlYAAD0GgIsAACAHjLUXQWS29Tk+Zoh7gAA9B4CLAAAgB6zWwgJs4LCU4Hl0EIIAEBvKsv3DgAAABQ/hrgHUXRTs+RII47aVpVDa7Tu/g/zvUsAAJQsAiwAAIAeYhXCYIo2t6hyeI2qx9RKkvpNrM3zHgEAULpoIQQAAOgxAqwgim5qVvnAiuQZIe57AAB6CwEWAABAjxmfUyh10U1NKq9PBlhOHvcFAIBSR4AFFKnjjz9ehx122Ga9zsWLF2vAgAGb9ToBIHiIsILC3dSssgF2BVb+9gUAgFLHDCwgz6ZPn66dd95ZP/vZz7r0fdddd52M4SAJAAqB5/WY1+bAiDa1qNz+4If7HgCAXkOABRSp+vr6fO8CACCBGVhBY1xX0aZmlVkthHJiYabj0EwIAMDmRqEzkKO//OUv2mmnnVRdXa3BgwfrgAMO0KZNmzR9+nTNnj3bs+1hhx2m448/PvH1z3/+c40fP15VVVUaOnSovvnNb0qKtQE++uijuu666+Q4jhzH0apVqxSNRjVr1iyNGTNG1dXVmjhxoq677jrPz0htIZw+fbrOPPNMzZ07V4MGDdKwYcN00UUXeb7npz/9qXbaaSf169dPI0eO1A9/+EM1Njam3dZ77703sb8zZszQe++916PfHQCUPnsGFgFWELgtbZKMdwZWyKEKCwCAXkKABeRg7dq1Ouqoo3TCCSfo9ddf17Jly3T44Yfn1ML37LPP6swzz9TChQv15ptv6oEHHtA+++wjKdYGuMcee+ikk07S2rVrtXbtWo0cOVKu62rrrbfWn//8Z7322mtasGCBfvzjH+tPf/pT1p+1ZMkS9evXT0899ZSuuuoqLVy4UA899FDi8lAopOuvv16vvvqqlixZoocfflhz5871XEdTU5Muu+wy/fa3v9Xy5cu1fv16HXnkkd34rQFAcBBaBU90U5PC/culsFVtFXJkotH87RQAACWMFkIgB2vXrlUkEtHhhx+ubbbZRpK000475fS9q1evVr9+/fS1r31NtbW12mabbTR16lRJsTbAiooK1dTUaNiwYYnvCYfDuvjiixNfjxkzRk888YT+9Kc/6dvf/nbGnzV58mRdeOGFkqTx48frxhtv1NKlS3XggQdKkqdSbPTo0br00kt1yimn6Oc//3ni/Pb2dt1444364he/KCkWik2aNElPP/20dt9995xuMwAEDy2EQRPd1Kxye4C7JMeRFHWl8vzsEwAApYwACwWh7Z5rpOaGvv2h1bWq+MY5OW06ZcoU7b///tppp500Y8YMHXTQQfrmN7+pgQMHdvq9Bx54oLbZZhttu+22mjlzpmbOnKlvfOMbqqmpyfp9N910k37zm99o9erVam5uVltbm3beeees3zN58mTP18OHD9e6desSX//rX//SokWL9MYbb2jjxo2KRCJqaWlRU1NTYn/Kysq02267Jb5nu+2204ABA/T6668TYAFARrQQBo3b3OxpH5QUq8By3fzsEAAAJY4WQhSG5gaZTRv69F9XArNwOKyHHnpI//jHP7T99tvrhhtu0MSJE7Vy5UqFQqG0VsL29vbE6draWj3//PP6wx/+oOHDh2vBggWaMmWK1q9fn/Hn3XnnnZozZ45mzZqlf/7zn3rhhRf0/e9/X21tbVn3s7zc+5Gv4zhyO95Ir1q1Sl/72tc0efJk3XXXXXruued00003SVKn1wsA6AoCrCCIbmpWWWoFVkgyLvc/AAC9gQosFIbqWvX5ej3VtV3a3HEcTZs2TdOmTdOCBQu0zTbb6J577tGQIUO0du3axHbRaFSvvPKKvvzlLyfOKysr0wEHHKADDjhAF154oQYMGKCHH35Yhx9+uCoqKhRNmZexfPly7bnnnvrhD3+YOG/FihXdvKExzz33nFzX1TXXXKNQKJZd+83UikQievbZZxPVVm+++abWr1+vSZMm9ejnA0ApM7QQBo5fC6FCjsQMLAAAegUBFgpCrq18+fLUU09p6dKlOuigg7Tlllvqqaee0scff6xJkyapX79+Ovvss3X//fdr7Nix+ulPf+qprvrb3/6md999V/vss48GDhyov//973JdVxMnTpQUm0X11FNPadWqVerfv78GDRqk8ePH67e//a0efPBBjRkzRr/73e/0zDPPaMyYMd2+DePGjVN7e7tuuOEGHXLIIVq+fLluueWWtO3Ky8t1xhln6Prrr1dZWZlOP/10felLX6J9EACyMQRYQRNtalZZfeoMLEcmSgshAAC9gRZCIAd1dXV67LHH9JWvfEUTJkzQBRdcoGuuuUYHH3ywTjjhBB133HE69thjte+++2rbbbf1VF8NGDBAd999t/bbbz9NmjRJt9xyi/7whz9ohx12kCTNmTNH4XBY22+/vYYMGaLVq1frBz/4gQ4//HB95zvf0Re/+EV9+umnnmqs7pgyZYp++tOf6sorr9SOO+6o22+/XYsWLUrbrqamRvPmzdN3v/tdTZs2Tf3799cf//jHHv1sACh91gws8qtAsCuwnI7KZoUcGUOABQBAb3BM6vAeoIc2btyo+vp6bdiwQXV1dZ7LWlpatHLlSo0ZM0ZVVVV52kMUOh4nAIrN2k33K2pi8wRrykZqUNWued4j9LY1S+7WgKkbpZAUKiuTG4modU2T+u38HVVsOTjfuwcAgZPtOBSlgQosAACAHmIGVvAYtyX5TjrcccJxZJiBBQBAryDAAgAA2KwIsIIg5CRX8HU6AixWIQQAoPcQYAEAAPSYNQOLACsQnHB78nQoHDsRciSXGVgAAPQGAiwAAIAeIrQKHqc81iroOE4suBKrEAIA0JsIsAAAAHrMDrAIMIIgVNlxP4dCkpyO06ICCwCAXkKABQAA0FPGbiFEEIRrOqquQqHEne6EqMACAKC3EGABAAD0GKsQBolxXZX1L5Mkue2SiXRcEHJkqMACAKBXEGABAAD0gDEpE7AMAVapizY1qayuXJLktkhG8RlYktxoHvcMAIDSRYAFAACwWRFglTq3aWNi7JXbZs/AooUQAIDeQoAFAADQIyblKwKsUue2bkiejpRJslYhpIUQAIBeQYAFAADQIwRWQWPaNiW/cCuSp0OSXB4PAAD0BgIsAACAHkivuCLAKHnRpsRJE6pWogIr5MhEmYEFAEBvIMACcuS6rhYtWqQxY8aourpaU6ZM0V/+8pfE5a+++qq+9rWvqa6uTrW1tdp77721YsWKxPcuXLhQW2+9tSorK7XzzjvrgQceyNdNAQBsVrQQBk9L4pTjVCkxA8sRM7AAAOglZfneAaBYLFq0SL///e91yy23aPz48Xrsscd0zDHHaMiQIRo3bpz22WcfTZ8+XQ8//LDq6uq0fPlyRSKxdbWvu+46XXPNNfrFL36hqVOn6je/+Y2+/vWv69VXX9X48ePzfMsAAD1DBVbQOE5b8l4u7ycpNhPLCTkSM7AAAOgVBFgoCO7zv5LaGvv2h1b0V2iXE3PatLW1VZdffrn+9a9/aY899pAkbbvttnr88cf1i1/8QqNHj1Z9fb3uvPNOlZfHltWeMGFC4vuvvvpqzZs3T0ceeaQk6corr9Qjjzyin/3sZ7rppps28w0DAPQlWgiDxwm3S5KiTRGFa/rJswohARYAAL2CAAuFoa1Ram3I915k9M4776ipqUkHHnig5/y2tjZNnTpV69ev1957750Ir2wbN27UmjVrNG3aNM/506ZN04svvtir+w0A6AsEVoFiXDllsZAqsr5NldsmZ2DFWgiZgQUAQG8gwEJhqOhf0D+zsTFWHXb//fdrq6228lxWWVmp2bNnb849AwAUk5T8yhgCrZJmWhJtgu3r21TTr1qm2UlezgwsAAB6BQEWCkKurXz5sv3226uyslKrV6/Wvvvum3b55MmTtWTJErW3t6dVYdXV1WnEiBFavny553uXL1+u3Xffvdf3HQDQ22ghDBTTkmgTjGxoU7hfjSJWgGVEgAUAQG8gwAJyUFtbqzlz5uiss86S67raa6+9tGHDBi1fvlx1dXU6/fTTdcMNN+jII4/Ueeedp/r6ej355JPafffdNXHiRJ177rm68MILNXbsWO2888667bbb9MILL+j222/P900DAPQQM7ACxjQnAqz29W0KVVfJERVYAAD0NgIsIEeXXHKJhgwZokWLFundd9/VgAEDtMsuu+jHP/6xBg8erIcffljnnnuu9t13X4XDYe28886JuVdnnnmmNmzYoHPOOUfr1q3T9ttvr7/+9a+sQAgAJcGkfEWAVdKsFsLoJleh8jIZx6rAcpmBBQBAbyDAAnLkOI5+9KMf6Uc/+pHv5ZMnT9aDDz7oe1koFNKFF16oCy+8sDd3EQCQF1RgBYqbbCF020OSJEeh5OWGCiwAAHpDqPNNAAAAAEiSTLPkxkJKE+2Ye2lVYBFgAQDQOwiwAAAAeiB9aDcVWKXMuLEZWNFNEYUqqjrOtVsICbAAAOgNBFgAAACbETOwSphxpWiLpNgA93D/mtj5IQIsAAB6GwEWAABATxiT/WuUDmsFwsj6NoVrqjsuSL6ldgxD3AEA6A0EWAAAAD2QXnFFgFWyTHKAe/v6NoX7dQRY9iqEzMACAKBXEGABAAD0CIFVYJgWKV6BtaFNoZrYDCx7FULj8ngAAKA3EGABAAD0iEn5igqckuU2JwKq9vWtyRZCawaWQwUWAAC9ggALAACgBxjaHiCmRYrGK7Dak0Pc7QosAiwAAHoFARYAAMBmRaBVsqwZWJEN1hB3h1UIAQDobQRYAAAAPZLaQkiAVbJMs+S6ija0y0SNFWDZqxBy/wMA0BsIsAAAAHqEVQgDwUQl0ybjumrf0CZJiVUInZDVQsgMNAAAegUBFtBL2tra8r0LAIA+QMVVUEQkxVoEo01RSVKoI8CSki2EooUQAIBeQYAF5KihoUFHH320+vXrp+HDh+vaa6/V9OnTNXv2bEnS6NGjdckll+jYY49VXV2dTj75ZEnS448/rr333lvV1dUaOXKkzjzzTG3atClxva2trZozZ4622mor9evXT1/84he1bNmyxOWLFy/WgAED9OCDD2rSpEnq37+/Zs6cqbVr1/blzQcAZJLaMkYLWWmK36+uK3WsROjXQkgFHgAAvYMAC8jR2WefreXLl+uvf/2rHnroIf373//W888/79nm6quv1pQpU/Tf//5X8+fP14oVKzRz5kwdccQReumll/THP/5Rjz/+uE4//fTE95x++ul64okndOedd+qll17St771Lc2cOVNvv/12YpumpiZdffXV+t3vfqfHHntMq1ev1pw5c/rstgMAckdFVqmK3a/GNTImHmBVxS6yWgjlRvt6xwAACISyfO8AIElm7X1StLlvf2i4Ws7wQ3PatKGhQUuWLNEdd9yh/fffX5J02223acSIEZ7t9ttvP51zzjmJr0888UQdffTRiSqt8ePH6/rrr9e+++6rm2++WevWrdNtt92m1atXJ65rzpw5euCBB3Tbbbfp8ssvlyS1t7frlltu0dixYyXFQq+FCxf26OYDADYPv5lHxhg51sp0KCGuK7lSqKpSTjgsSXKsCixDBR4AAL2CAAuFIdosRTZ1vl2evPvuu2pvb9fuu++eOK++vl4TJ070bLfrrrt6vn7xxRf10ksv6fbbb0+cZ4yR67pauXKl3n33XUWjUU2YMMHzfa2trRo8eHDi65qamkR4JUnDhw/XunXrNsttAwD0BiPPXCSUgI4KrKgr45rEAHdJ3gosKvAAAOgVBFgoDOHqzrcpgp/Zr18/z9eNjY36wQ9+oDPPPDNt21GjRumll15SOBzWc889p3DHp7hx/fv3T5wuLy/3XOY4Dp/wAkDB8BvazWt06bFmYBlr/pXEDCwAAPoAARYKQq6tfPmy7bbbqry8XM8884xGjRolSdqwYYPeeust7bPPPhm/b5dddtFrr72mcePG+V4+depURaNRrVu3TnvvvXev7DsAoO8ZGeqvSk5s9pUxRjLeCizHMwOLVQgBAOgNDHEHclBbW6vjjjtO5557rh555BG9+uqrmjVrlkKhUNYZJ/PmzdN//vMfnX766XrhhRf09ttv67777ksMcZ8wYYKOPvpoHXvssbr77ru1cuVKPf3001q0aJHuv//+vrp5AIAeYGh7UJjE6oPGNQpRgQUAQJ8iwAJy9NOf/lR77LGHvva1r+mAAw7QtGnTNGnSJFVVVWX8nsmTJ+vRRx/VW2+9pb333ltTp07VggULPMPfb7vtNh177LE655xzNHHiRB122GGeSi8AQKHzCywIMUqRiVdXGWWuwKLFHwCAXuEYBulgM9u4caPq6+u1YcMG1dXVeS5raWnRypUrNWbMmKzBTzHYtGmTttpqK11zzTWaNWtWvnenpJTS4wRA6WtqX63PWp/znDei31cVcirytEfoFe5GRdcvV+uaj7Th2U9knG014rjDYxdtelctKx+TJG18IaJhx5yYzz0FgEDKdhyK0sAMLCBH//3vf/XGG29o991314YNG7Rw4UJJ0qGHFvb8LgBA7/JrIaStsAQZk5xvlVKBJWshFj4bBgCgdxBgAV1w9dVX680331RFRYW+8IUv6N///re22GKLfO8WAKDgEGKUomQLYZYh7tz3AAD0CgIsIEdTp07Vc8891/mGAICA8QksjMQyhKXGTVRgGVcZh7g7VGABANArGOIOAADQIwxxDwrTsQqhjFHYCrBiKxLHEkvaRwEA6B0EWAAAAD3ADKygMFYFllG4f411mSPHsbYDAACbHQEWAABAj1CBFQwmOQPLlacCy9MvSgshAAC9ggALAACgRwiwgsHIRDsqsIxRuKbKusxRogTL4b4HAKA3EGABAAD0AHFFUCRbCOXKswohFVgAAPQ+AiwAAICeMG76WUo/D0XOKNFCaIxRqNqqwHKowAIAoLcRYAXMokWLtNtuu6m2tlZbbrmlDjvsML355puebVpaWnTaaadp8ODB6t+/v4444gh99NFHedpjAACAQmCkjlUIQ+XlckL222gqsAAA6G0EWAHz6KOP6rTTTtOTTz6phx56SO3t7TrooIO0adOmxDZnnXWW/t//+3/685//rEcffVRr1qzR4Ycfnse9BgCgcPmuOEiIUYKSQ9yd8vKUy5xEhuU4AgAAvaAs3zuAvvXAAw94vl68eLG23HJLPffcc9pnn320YcMG/frXv9Ydd9yh/fbbT5J02223adKkSXryySf1pS99KR+7DQBAAUsPq3xDLRQ1Y5IzsJyK9ADLkRO7131aSgFk57pGoRDpL4DsqMAKuA0bNkiSBg0aJEl67rnn1N7ergMOOCCxzXbbbadRo0bpiSee8L2O1tZWbdy40fOvFLW2turMM8/UlltuqaqqKu2111565plnEpe/+uqr+trXvqa6ujrV1tZq77331ooVKxKX/+pXv9KkSZNUVVWl7bbbTj//+c891z9v3jxNmDBBNTU12nbbbTV//ny1t7cnLr/ooou0884763e/+51Gjx6t+vp6HXnkkWpoaOj9Gw8AyIJVCIPARNpjIZakUHlFyqXJCizDMTjQJSs/atCcxc/op/e9KtfltRNAZgRYAea6rmbPnq1p06Zpxx13lCR9+OGHqqio0IABAzzbDh06VB9++KHv9SxatEj19fWJfyNHjuztXc+LuXPn6q677tKSJUv0/PPPa9y4cZoxY4Y+++wzffDBB9pnn31UWVmphx9+WM8995xOOOEERSIRSdLtt9+uBQsW6LLLLtPrr7+uyy+/XPPnz9eSJUsS119bW6vFixfrtdde03XXXadbb71V1157rWcfVqxYoXvvvVd/+9vf9Le//U2PPvqorrjiij79PQAAUhFgBYFpS36o5NtC2JFgkV8BXfP46+vU0Nyu199frw8+a8r37gAoYLQQBthpp52mV155RY8//niPrue8887T2Wefnfh648aNXQ+xWp6RTGuP9qPLnEqparecNt20aZNuvvlmLV68WAcffLAk6dZbb9VDDz2kX//61/r8889VX1+vO++8U+Udb2onTJiQ+P4LL7xQ11xzTWKW2JgxY/Taa6/pF7/4hY477jhJ0gUXXJDYfvTo0ZozZ47uvPNOzZ07N3G+67pavHixamtrJUnf+973tHTpUl122WU9+EUAAHqCqCoYjBtNfhFK/QzYsZIrHhFAV2xoakucbovQggsgMwKsgDr99NP1t7/9TY899pi23nrrxPnDhg1TW1ub1q9f76nC+uijjzRs2DDf66qsrFRlZWXPdsi09n2A1QUrVqxQe3u7pk2bljivvLxcu+++u15//XV9+OGH2nvvvRPhlW3Tpk1asWKFZs2apZNOOilxfiQSUX19feLrP/7xj7r++uu1YsUKNTY2KhKJqK6uznNdo0ePToRXkjR8+HCtW7duc95UAECXpR9wMQOr9BhrtpWT1ieYrMAiwAK6prE5Wd1ICyGAbAiwAsYYozPOOEP33HOPli1bpjFjxngu/8IXvqDy8nItXbpURxxxhCTpzTff1OrVq7XHHnv03o45PQzA8vwzq6urM17W2NgoKVax9cUvftFzWTgcliQ98cQTOvroo3XxxRdrxowZiWqua665xrN9akDmOI5cl0+qACCvfI+3OAgrOfZw9tSlBu38ih5CoEs2NiUDrCgBFoAsCLAC5rTTTtMdd9yh++67T7W1tYm5VvX19aqurlZ9fb1mzZqls88+W4MGDVJdXZ3OOOMM7bHHHr27AmGOrXz5MnbsWFVUVGj58uXaZpttJEnt7e165plnNHv2bG3atElLlixRe3t7Wsg0dOhQjRgxQu+++66OPvpo3+v/z3/+o2222Ubnn39+4rz//e9/vXeDAACbjX+1FQdhJcfzgZFfBVYc9z3QFQ3NdoDFB7MAMiPACpibb75ZkjR9+nTP+bfddpuOP/54SdK1116rUCikI444Qq2trZoxY0bainlB069fP5166qk699xzNWjQII0aNUpXXXWVmpqaNGvWLLmuqxtuuEFHHnmkzjvvPNXX1+vJJ5/U7rvvrokTJ+riiy/WmWeeqfr6es2cOVOtra169tln9fnnn+vss8/W+PHjtXr1at15553abbfddP/99+uee+7J980GAOQkPbCghbD0xFcglJRegSUncZ7jODKuKydtThaAVO0RVy3tyflyVGAByIYAK2A8b74yqKqq0k033aSbbrqpD/aoeFxxxRVyXVff+9731NDQoF133VUPPvigBg4cKEl6+OGHde6552rfffdVOBzWzjvvnJiZdeKJJ6qmpkY/+clPdO6556pfv37aaaedNHv2bEnS17/+dZ111lk6/fTT1draqq9+9auaP3++LrroojzdWgBA7nz+tubw9xZFxmSvwEqcE3Ik17DWN5CDxpZ2z9cEWACycUwuiQbQBRs3blR9fb02bNiQNoS8paVFK1eu1JgxY1RVVZWnPUSh43ECoJisb31Bje0rPedtUbWnqsqG5mmP0Bva1r6oyKf/lSRterdGQ77+7eSFbpNaV/5V0eYWNbz8uYYccbpCFekLuwDw+t+6Rl365xcTX/9gxkTtOm6LPO4Rilm241CUBj4bAgAA6AFmYAVFbjOwnLAjE40KQOcaUiqwWIUQQDYEWAAAAJsZM7BKj7GGSztO6ltox7MKoYkyiBrIhT3AXaKFEEB2BFgAAAA9QgVWINgzsFKHuDuO4gmWE3JSViwEkElDkzfAihBgAciCAAsAAKAH/MeJchBWcjpbhTB+KuR4qrUAZEYFFoCuIMACAADokfQDLg7BSlEnM7DioZbjSLQQAjkhwALQFQRYAAAAPUIFViDYVVWhcPrl8UwrJCqwgBw1tEQ8XzPEHUA2BFgAAACbHQdhpcZ00kKYmOHu0EII5GpjExVYAHJHgAUAANADRj5hhe9cLBS35H3q+M7A6jgvJFoIgRyltxDy3AGQGQEWAADAZmaowCo92VYhlJPIrxjiDuSukRlYALqAAAsoEMuWLZPjOFq/fn2+dwUA0CUccAWCp4UwdQaWd4i7oQIL6FRre1StkajnPAIsANkQYAEFYs8999TatWtVX1+f713pVaNHj9bPfvazfO8GAGw2/tVWBBglx6rAcpyUt9BWRZYTdiTXe1AOIF1q+6BEgAUgOwIsoEBUVFRo2LBhPnM1YqLRqFxaEgCgAHHAFTi+f6udxP8MB+FAp1LbByUCLADZEWABOXJdV4sWLdKYMWNUXV2tKVOm6C9/+YukZPvf0qVLteuuu6qmpkZ77rmn3nzzTUnSW2+9Jcdx9MYbb3iu89prr9XYsWM91xFvIVy8eLEGDBigv/71r9p+++1VWVmp1atX6/PPP9exxx6rgQMHqqamRgcffLDefvvtxHXGv+/BBx/UpEmT1L9/f82cOVNr165NbHP88cfrsMMO0+WXX66hQ4dqwIABWrhwoSKRiM4991wNGjRIW2+9tW677TbP/r733nv69re/rQEDBmjQoEE69NBDtWrVqrTrvfrqqzV8+HANHjxYp512mtrbY29Qpk+frv/9738666yz5DhOxrAOAIqKz8B2ZmCVHpN1BpYSOaYTcmSiVGABnWloiaSdR4AFIBsCLCBHixYt0m9/+1vdcsstevXVV3XWWWfpmGOO0aOPPprY5vzzz9c111yjZ599VmVlZTrhhBMkSRMmTNCuu+6q22+/3XOdt99+u7773e9m/JlNTU268sor9atf/UqvvvqqttxySx1//PF69tln9de//lVPPPGEjDH6yle+kgiJ4t939dVX63e/+50ee+wxrV69WnPmzPFc98MPP6w1a9boscce009/+lNdeOGF+trXvqaBAwfqqaee0imnnKIf/OAHev/99yVJ7e3tmjFjhmpra/Xvf/9by5cvT4RjbW1tiet95JFHtGLFCj3yyCNasmSJFi9erMWLF0uS7r77bm299dZauHCh1q5d6wnVAKB4+R1wcRBWcrLOwJJYhRDomo1NbWnnEWAByKYs3zsASFJb9DkZpf8R602OKlQR/kJO27a2turyyy/Xv/71L+2xxx6SpG233VaPP/64fvGLX+jkk0+WJF122WXad999JUn/93//p69+9atqaWlRVVWVjj76aN1444265JJLJMWqsp577jn9/ve/z/hz29vb9fOf/1xTpkyRJL399tv661//quXLl2vPPfeUFAvBRo4cqXvvvVff+ta3Et93yy23JKq7Tj/9dC1cuNBz3YMGDdL111+vUCikiRMn6qqrrlJTU5N+/OMfS5LOO+88XXHFFXr88cd15JFH6o9//KNc19WvfvWrROXUbbfdpgEDBmjZsmU66KCDJEkDBw7UjTfeqHA4rO22205f/epXtXTpUp100kkaNGiQwuGwamtrNWzYsJx+9wCKg2si2tj2ukJOhWrLJwSqwtJIaolIj/9PqquUdt86fi5KihVgOSGfz4DjFViOI+NTlQfAq6HZpwKL8BdAFgRYKAhGbTKmtW9/aBeOrd555x01NTXpwAMP9Jzf1tamqVOnJr6ePHly4vTw4cMlSevWrdOoUaN05JFHas6cOXryySf1pS99Sbfffrt22WUXbbfddhl/bkVFhec6X3/9dZWVlemLX/xi4rzBgwdr4sSJev311xPn1dTUJMKr+L6sW7fOc9077LCDQtYb8KFDh2rHHXdMfB0OhzV48ODE97344ot65513VFtb67melpYWrVixwnO94XDyk+nhw4fr5ZdfzngbAZSG5sgHamx/R5JUGd5CleHBed6jvmT0ykfSc2tif1jGDDSqr8zzLmHzc+xQKv1NhElUYDlUYAE5YIg7gK4iwEJBcFTRpUBps/3MHDU2NkqS7r//fm211VaeyyorKxMBTnl5efL6O6oP4oPXhw0bpv3220933HGHvvSlL+mOO+7QqaeemvXnVldXd6uKwd6P+L6kfhrst43fefH9b2xs1Be+8IW0NkhJGjJkSNbrZfg8UPqipjlx2jUtedyTfDBqsIqIG9vkWbEOJcL+OxrOPIXDccQMLCAHBFgAuooACwUh11a+fLGHqMdbBG12BVI2Rx99tObOnaujjjpK7777ro488sgu7cekSZMUiUT01FNPJVoIP/30U7355pvafvvtu3RdXbXLLrvoj3/8o7bcckvV1dV1+3oqKioU5Y09UIKMdSpYByBGxpNt0D1WouwWQt8xsskKLMMHN0CnfAMsXkABZMEQdyAHtbW1mjNnjs466ywtWbJEK1as0PPPP68bbrhBS5Ysyfl6Dj/8cDU0NOjUU0/Vl7/8ZY0YMaJL+zF+/HgdeuihOumkk/T444/rxRdf1DHHHKOtttpKhx56aFdvVpccffTR2mKLLXTooYfq3//+t1auXKlly5bpzDPPTAx6z8Xo0aP12GOP6YMPPtAnn3zSi3sMoC95Q6ugHYAY2UUDroIX4gWDFUr5zcDqCLCckCMRYAGdogILQFcRYAE5uuSSSzR//nwtWrRIkyZN0syZM3X//fdrzJgxOV9HbW2tDjnkEL344os6+uiju7Uft912m77whS/oa1/7mvbYYw8ZY/T3v/89rXVvc6upqdFjjz2mUaNG6fDDD9ekSZM0a9YstbS0dKkia+HChVq1apXGjh3raT0EUOysA/bAfYLuV4EVtN9BEHQyxD1egeVIhhlYQKfiAVY4lByXEY3y2gkgM8ewTAo2s40bN6q+vl4bNmxICzZaWlq0cuVKjRkzRlVVVXnaQxQ6HidA8dnQ+rIaOoa4D6zcRf3Kt8nzHvWddU0P669vbtCLH8YOwg6bZLTbiO1UVzEpz3uGzan5jftlIh9Lkto27aQBX/SOP2hd9VdFGz+T2xJVpG2qBuy5Sz52EygKxhj98BdPKhJ1Nah/pT5rjC3mNGnrATr70B3yvHcoVtmOQ1EaqMACAAA95m2ZC1b1iZGowAqEziqwOs5znABWIQJd09ruKtJRqTigX3JhJVoIAWRDgAUAADaD4A5xj83AcqyviK9Kkd204B9gxS+jhRDojD3/yg6wXMJfAFkQYAEAgB4L/BB366tYdhG030Hpc+z7NOsMLFYhBDqz0Qqw6qnAApAjAiwAALAZJA/Yg1aBZVJWIYx1EAbrdxAE9uPaccLpGzih5P+owAKysiuw6qrLFXJiATABFoBsCLAAAMBmYCc4QTt4ZxXCIPBWYDmZNwxRgQV0xg6waqvLEysRsgohgGwIsAAAQI/Z84GCVoGllAos1wTxdxAEnc3AsuagRaN9sD9A8Wq0Aqz+doBF+AsgCwIsAACwGQR8BlZKgIXSkwgljeSE/VoIraoslwALyGZjagthiBZCAJ0jwAIAAD3mHWMerE/QjZQ+AytwIV7pS8RTxiTmXXklz6OFEMiuMUMLIasQAsiGAAsAAGwGAW4hNN4ZWC4zsEqaceU/A8uqwDKBmwMHdM1GT4BVpnBHWy4VWACyIcACesmyZcvkOI7Wr1/fo+tZtWqVHMfRCy+8sFn2CwB6gye0Ctwn6CmrEDIDq0TFWwiNbwuhYwVYTuCeA0DXNDTFAqyQ46imssyagcVzB0BmZfneAaBU7bnnnlq7dq3q6+t7dD0jR47U2rVrtcUWW2ymPQOA3mBXYAWt+sTQQhgIHfesq8S8Hi+7hZAZWEA2DS0RSbH2QcdxWIUQQE4IsIBeUlFRoWHDhvX4esLh8Ga5HgDoVZ6WqWAdgJjUCWDBuvnBEc+sMs7AooUQyIUxRg3NbZJiA9wlqYwKLAA5oIUQyNH06dN1xhlnaPbs2Ro4cKCGDh2qW2+9VZs2bdL3v/991dbWaty4cfrHP/4hKb2F8H//+58OOeQQDRw4UP369dMOO+ygv//975Kkzz//XEcffbSGDBmi6upqjR8/Xrfddpsk/xbCRx99VLvvvrsqKys1fPhw/d///Z8ikYhnX88880zNnTtXgwYN0rBhw3TRRRf1ye8JQDCZIM/AkpE9s9s1sQM0lJp4BZaRE/Z5C22vQsj9D2TU3BZNBFX9OwKsRAUWzx0AWRBgAV2wZMkSbbHFFnr66ad1xhln6NRTT9W3vvUt7bnnnnr++ed10EEH6Xvf+56amprSvve0005Ta2urHnvsMb388su68sor1b9/f0nS/Pnz9dprr+kf//iHXn/9dd18880ZWwY/+OADfeUrX9Fuu+2mF198UTfffLN+/etf69JLL03b1379+umpp57SVVddpYULF+qhhx7a/L8UAJDkrboKXvVJ7NbHDsAMQ9xLlEn+z/Eb4m69raaFEMioIWUFQkkKh6nAAtA5WghRENY1P6Koae3Tnxl2KrVl9Ze79D1TpkzRBRdcIEk677zzdMUVV2iLLbbQSSedJElasGCBbr75Zr300ktp37t69WodccQR2mmnnSRJ2267reeyqVOnatddd5UkjR49OuM+/PznP9fIkSN14403ynEcbbfddlqzZo3mzZunBQsWKNSxisvkyZN14YUXSpLGjx+vG2+8UUuXLtWBBx7YpdsMALnwVl0F6wDEpMzAYhXCEpdLBZYbvBAXyFWjX4AVin8AYOS6JsOcOQBBR4CFghA1rYq6zX37Q7tRfzh58uTE6XA4rMGDBycCKUkaOnSoJGndunWqq6vzfO+ZZ56pU089Vf/85z91wAEH6Igjjkhc36mnnqojjjgiUcV12GGHac899/Tdh9dff1177LGHZ7WjadOmqbGxUe+//75GjRqVtq+SNHz4cK1bt67rNxoAcpI8YA9e+xwBViA4HS2ERnJCfqsQWkPcmYEFZLTRE2DFDkfDoeTzJ0qABSADWghREMJOpcKh6r7951R2eT/Ly8s9XzuO4zkvHiq5Pp+8nnjiiXr33Xf1ve99Ty+//LJ23XVX3XDDDZKkgw8+WP/73/901llnac2aNdp///01Z86cLu9fZ/vqt18AsFmY4FZgycQDrI4KAgVxDliAuEbyO7hmBhaQk41NyQCrrqZCUrICS6KNEEBmVGChIHS1la9YjRw5UqeccopOOeUUnXfeebr11lt1xhlnSJKGDBmi4447Tscdd5z23ntvnXvuubr66qvTrmPSpEm66667ZIxJBGbLly9XbW2ttt566z69PQAQ5x3iHrSw3Mg19gp0edwV9BrH6QgnjeSE/D4Dts6jAgvIqLHFqsCqildg2QGWKym9yhEAqMAC+sjs2bP14IMPauXKlXr++ef1yCOPaNKkSZJis7Puu+8+vfPOO3r11Vf1t7/9LXFZqh/+8Id67733dMYZZ+iNN97QfffdpwsvvFBnn312Yv4VAPS9YFZgGWMSoUZcrHiAAKNkuUbym4EVYog7kIuNPjOw7JZBCrAAZEIFFtBHotGoTjvtNL3//vuqq6vTzJkzde2110qSKioqdN5552nVqlWqrq7W3nvvrTvvvNP3erbaaiv9/e9/17nnnqspU6Zo0KBBmjVrVmK4PADkg7cCK0hHH7Hb6mkhNEGK8IIkPgPL+FZgeWZg9dk+AcWnsTmSON0/ZYi7JEWjfAAAwB8BFpCjZcuWpZ23atWqtPPs4cX26fi8Kz8XXHBBxgBq9OjRaQOR9913Xz399NNd2td777034/YA0HP2AUfwDt9dE4uvjOK/ieD9Dkpe/PjalbfaKnG5PQOLA3Agk4ZmewZWeoAVoQQLQAb0GwEAgB7zVF0F6uDdrsDqOCe1pxClIX58bYwc3yHuzMACchEPsMrCIVWVx2ZdMcQdQC4IsAAAQM+ZYLYQmkRbmRRPOGLHXsH5HQSNcf2HuNvnpVZOA0iKz8DqX1WeWJCIAAtALgiwAADAZhDMIe6JCizrHNc4gQrxAsEYOfH71GQY4m5VYDlUYAG+XNckKrDi7YOSFHLsIe68fgLwR4AFAAB6zFgRTrDCG58WwjztCXpX/H41rndge4JniDsBFuCnuS2SqFCsrUoGWOGwPcSdV1EA/giwAADAZmAfcATn4N34rEJIC2Epsu5P10h+M7BCdgUW9z/gZ6M1wL22OrmeGC2EAHJBgAUAAHrMrroK1vwfI2M6ZmB1HH8ZE7QqtCAwiTlvRsZ/BpbDDCygM/YKhLVWCyEBFoBcEGABAIDNIKAzsEz6raUCqxTZFVg+1VeSpwKLVQgBfw3NkcTp2mo7wEo+fwiwAGRCgAUAAHrOBDTA6qjA8pxDgFWaOrtL7blYGTIuIOg8FVhWgFXmqcAiAAbgjwALAAD0iDHG20IYsBlYyWIBR5IjigdKkVFnCZanrZADcMCXJ8CyhriHQvYqhH26SwCKCAEWAADoodSjjSAdfSQDLCdxDjOQSo/VK5rhrnWccHJr7n/Alx1g1WWagRUlAAbgjwALAAD0kEn5KkgH7yatWoAZWKXIvj8z9Qc6kuN0nOL+B/xkaiFkiDuAXBBgAXnQ1taW710AgM0mLbAK0ABrQ4AVDCbZQpixuMpxrGiL+x/ws7GJAAtA9xFgATlYtWqVHMdJ+zd9+nRJ0uOPP669995b1dXVGjlypM4880xt2rQp8f2jR4/WJZdcomOPPVZ1dXU6+eSTJUl33XWXdthhB1VWVmr06NG65ppr8nHzAKCHvIFV0CuwjAna7yAI0of1++qowArSHDigKxo7KrAqysKqLE+23RJgAcgFARaQg5EjR2rt2rWJf//97381ePBg7bPPPlqxYoVmzpypI444Qi+99JL++Mc/6vHHH9fpp5/uuY6rr75aU6ZM0X//+1/Nnz9fzz33nL797W/ryCOP1Msvv6yLLrpI8+fP1+LFi/NzIwGgm9LDmmAdfKTeWqKLUmU8/0uXPAB3mIEF+GpoiQVYtdVlnvNDjhVg8fwBkEFZ55sAve/ZdcvV5rb26c+sCFVq1y2n5bRtOBzWsGHDJEktLS067LDDtMcee+iiiy7SySefrKOPPlqzZ8+WJI0fP17XX3+99t13X918882qqqqSJO23334655xzEtd59NFHa//999f8+fMlSRMmTNBrr72mn/zkJzr++OM33w0FgN6WdrARnAjHGDdtFUJjtZuhVFhD3LPOwEpsDSCF6xo1NkckedsHJSkctoe48wwC4I8ACwWhzW1Va7Ql37uRkxNOOEENDQ166KGHFAqF9OKLL+qll17S7bffntjGGCPXdbVy5UpNmjRJkrTrrrt6ruf111/XoYce6jlv2rRp+tnPfqZoNKpwOCwAKA5BHuKevuQ7M7BKUY5D3MUQdyCTTa2RxN+H/lUpARYthAByQICFglARqiyKn3nppZfqwQcf1NNPP63a2lpJUmNjo37wgx/ozDPPTNt+1KhRidP9+vXr/s4CQAFLm/cTqPYPZmAFg8nhce1Y2VZwqhCBXNkrENbVEGAB6DoCLBSEXFv58umuu+7SwoUL9Y9//ENjx45NnL/LLrvotdde07hx47p0fZMmTdLy5cs95y1fvlwTJkyg+gpAkUmvwDLGyHEyVaqUkgyrEAYqxAsC43vSK1mBxb0PpLMDrLQWwlByNDMBFoBMGOIO5OCVV17Rscceq3nz5mmHHXbQhx9+qA8//FCfffaZ5s2bp//85z86/fTT9cILL+jtt9/WfffdlzbEPdU555yjpUuX6pJLLtFbb72lJUuW6MYbb9ScOXP66FYBwObhX20UjAMQ47M6nbH+i9JjMgazTnwRQgUiuwW6aGNTtgDLrsCighGAPwIsIAfPPvusmpqadOmll2r48OGJf4cffrgmT56sRx99VG+99Zb23ntvTZ06VQsWLNCIESOyXucuu+yiP/3pT7rzzju14447asGCBVq4cCED3AEUoeAGWFKmGVgoLckWQsdkSKecxH+owAN8eFoIswZYPH8A+KOFEMjB8ccfnzVY2m233fTPf/4z4+WrVq3yPf+II47QEUcc0cO9A4D8Mib903Ijk3HUdWkxKasQxmdgUUFQUqxAKvOhdSg5A8vhABxI1dQaSZyuqfQehhJgAcgFFVgAAKCH/A42ghHgmLQZWA4VWCUqnmE5uUSzVGABaSLR5N+F8jLvYSgBFoBcEGABAIAeSj/YCM4qfN4ZWI7iLYRBuf3BEKsyjN+nmWdgJS6jAgtIE7GCKTuwkqQyAiwAOSDAAgAAPeIbVgWlAsUkK7Dih18McS9BVpts5uZYJ3O2BcATTJWFqcAC0HUEWAAAoIf82gWDcgCSPu0qNgMrKLc/GIwbTZx2sqxCmKzAkkxQQlwgR3YLYVlKBVbI+tolwAKQAQEWAADoEb+wJihDzNNnYLEKYUlyrQqsjPdvsgLLcRzP9wDwVlaFw94AiwosALkgwAIAAD3je0QfnAOQ5M1PrkIYmBbKgDBWGJWxAsuxxruHvN8DQIpErRbCUGoLYfJrAiwAmRBgAQCAHgryEHc3fRVCBen2B4MxdhiVbQZW7DIn5EhRAizA5p2BRQUWgK4jwAIAAD3iH9YE4wDEKL1lMP41M5BKh+PmGGDFhRwqsIAU9gys1FUI7a8jPHcAZECABQAAeij9YMNbsVLK0mdgJXMrAqySkdMqhEpWYDmSoQIL8Mi6CmGYCiwAnSPAAnpo1apVchxHL7zwQr53BQDyIsgVWJJJG3dFgFV6TDSXVQitt9UhhrgDqewZWKkVWCGHVQgBdI4ACwAA9IxPq1xQViGU8anAEjPcS403pM1WgdXxvxAVWEAquzWQGVgAuoMACwAA9Ih/WBWMAxDjaSF0rPMZ5F5S7GqqjBVYjpIJFjOwgFTZVyEkwALQOQIsIEeu6+qqq67SuHHjVFlZqVGjRumyyy5LXP7uu+/qy1/+smpqajRlyhQ98cQTics+/fRTHXXUUdpqq61UU1OjnXbaSX/4wx881z99+nSdeeaZmjt3rgYNGqRhw4bpoosu8mzzxhtvaK+99lJVVZW23357/etf/5LjOLr33nt786YDQCeC3EKYOsTdsc4Lzu+g5OW8CmHHKVoIgTTRjueEI0ehLEPcCbAAZEKABeTovPPO0xVXXKH58+frtdde0x133KGhQ4cmLj///PM1Z84cvfDCC5owYYKOOuooRSIRSVJLS4u+8IUv6P7779crr7yik08+Wd/73vf09NNPe37GkiVL1K9fPz311FO66qqrtHDhQj300EOSpGg0qsMOO0w1NTV66qmn9Mtf/lLnn39+3/0CACAjnxbCwPTQufLJrwiwSo39eM5UgeU4cuIPgJDjmZsFQIp2VGCFw+nPIQIsALkoy/cOAJL0l3f/o6ZIa5/+zJqySn1z2z1z2rahoUHXXXedbrzxRh133HGSpLFjx2qvvfbSqlWrJElz5szRV7/6VUnSxRdfrB122EHvvPOOtttuO2211VaaM2dO4vrOOOMMPfjgg/rTn/6k3XffPXH+5MmTdeGFF0qSxo8frxtvvFFLly7VgQceqIceekgrVqzQsmXLNGzYMEnSZZddpgMPPLDHvwsA6IkgtxBKqRVYMcbQQlhKTFcrsFiFEEgTD6ZSB7hLscURHMeRMYYh7gAyIsBCQWiKtGpTe98GWF3x+uuvq7W1Vfvvv3/GbSZPnpw4PXz4cEnSunXrtN122ykajeryyy/Xn/70J33wwQdqa2tTa2urampqMl5H/HrWrVsnSXrzzTc1cuTIRHglyRN+AUD+BHeIu3cGVhIVWKXFnmflOJkaGKwZWCGHSf5AikjHi2Xq/Ku4cMhRJGqowAKQEQEWCkJNWWVB/8zq6upOtykvL0+cji+x7Xa84f3JT36i6667Tj/72c+00047qV+/fpo9e7ba2toyXkf8elxmaAAocP7tgkE5AMk8xF1GWResQ/FwrAosk22IO6sQAhlFOp4TqSsQxsUCLFoIAWRGgIWCkGsrX76MHz9e1dXVWrp0qU488cQuf//y5ct16KGH6phjjpEUC7beeustbb/99jlfx8SJE/Xee+/po48+SszeeuaZZ7q8LwCw+flVYAXlAMQKsBwlfhVUYJUWu4XQyThCNmUVQmZgAR6JCqwsAZZEgAUgMwIsIAdVVVWaN2+e5s6dq4qKCk2bNk0ff/yxXn311axthXHjx4/XX/7yF/3nP//RwIED9dOf/lQfffRRlwKsAw88UGPHjtVxxx2nq666Sg0NDbrgggskJSu+ACAf/MOqYFSfGKXM95aTOC84IV4A2NXQOVVgOf7D0YAAi1dghbO0EErJ1QoBIBWrEAI5mj9/vs455xwtWLBAkyZN0ne+853EfKrOXHDBBdpll100Y8YMTZ8+XcOGDdNhhx3WpZ8fDod17733qrGxUbvttptOPPHExCqEVVVVXb05ALAZZZhiHgTGTeQUdqxBBVaJ8TyeswRYcSHv3CwAycqqMp8h7lIy2KICC0AmVGABOQqFQjr//PMToZEtdf7LgAEDPOcNGjRI9957b9brX7ZsWdp5qd+z3Xbb6fHHH098vXz5cknSuHHjOtl7AOhN6QfqQao+yrQKIQFWCTG5VGAlL4tVYNFCCNii0Y5VCGkhBNBNBFhAEbnnnnvUv39/jR8/Xu+8845+9KMfadq0aRo7dmy+dw1AgAW7hTDDKoR9vyvoRZ4PqjKtQmgHW47DEHeUlJf/97meefsTHTR1hLYe3C9xflPkfbVG16m2fKLKQv0yfr8xydUFO28hJMAC4I8ACygiDQ0NmjdvnlavXq0ttthCBxxwgK655pp87xaAoPNpFwxOBVaGVQiNZIixSoddgZWh/Sm2XbwCixZClA5jjH7zr7fV2NKu9ZvadPahO0iSXBPR563PdSxy4Ghg5dSM1+FacwEzDXEvI8AC0AkCLKCIHHvssTr22GPzvRsA4OEf1ATlAMT4jvvi+KvEWHeyk6kCy+Y4EhVYKBFtEVeNLe2SpDWfNSXOd01bYoXOqGnOeh0R6/mQeQYWARaA7BjiDgAAesjvYCMoByCp8V3sAMxNXZ4QRc3YFVgZh7gnL3NCDhVYKBmt7cl5bhua2tQWiX9tPcZN9se7HUqVhTO0EIYJsABkR4AFAAB6yKeFsJODmVJhlGGIu4LURhkEOczAil0Y+19IzMBCyWhp9y5I8FlDmyRvfN9Zy7RdgRXOUIEV6pgjZ4yRS4gFwAcBFgAA6BH/oCYoBx8uqxAGgVVN5WQYQG2LrUJIgIXS0NrufSx/0tAiyftBhVH2VTftqqrOViGUJJcKVgA+CLAAAEAPBXiIu5GMST8YcwmwSoyxTnXeQsgqhCglLW3ecOqTja0dp6wAq5PAKRK1Wgg7WYVQoo0QgD8CLAAA0CP+7YLBOPgwGVYh5NirxHiGuLMKIYIltYXw040dFVjKvQIrYj0fMq1CGLaCLQIsAH4IsAAAQA8FuALLE2DZ5wbpd1D6PPN9nHDmDePhVohVCFE6WlMDrIZYBZb3w4vOZmDlPsRdIsAC4I8AC+hj06dP1+zZs/O9GwCwGfklOEE5eE8NsDpWIXRjl6E0OHZ7VNYZWB0VWI4j42avSAGKRWoF1scdLYR21VVnC3d4ZmBlGOLuaSEkAAbggwALAAD0iF+lUWcrUpUOI7/RL8b6L4qf/RjP2kJorUJIHylKRWtbagVWS8epLgxx78IqhJIU5ekDwAcBFtBNbW1t+d4FACgQwZ6B5XegZQwthCWlqxVYIUcmSgUWSkNqBVZDc7ta26MpH1R00kLo2kPcc6jAYoYcAB8EWECOpk+frtNPP12zZ8/WFltsoRkzZuiVV17RwQcfrP79+2vo0KH63ve+p08++STxPZs2bdKxxx6r/v37a/jw4brmmmvSrtdxHN17772e8wYMGKDFixcnvn7//fd11FFHadCgQerXr5923XVXPfXUU711UwGgS/yDmqCEN94KrPjhVzQ2BAslI3kw7WR7+xyvIHEY4o7S0dKe/lj+tKHV0zbYlRbCjDOwWIUQQCcIsIAuWLJkiSoqKrR8+XJdccUV2m+//TR16lQ9++yzeuCBB/TRRx/p29/+dmL7c889V48++qjuu+8+/fOf/9SyZcv0/PPPd+lnNjY2at9999UHH3ygv/71r3rxxRc1d+5cubwxBlAofHroglR9ZEcbcbFfSXB+ByXPeoybHCuwaCFEqUgd4i7FB7nbLYRGxq+fukPEbiHMuAohARaA7MryvQOAJF37xHNq6OOWvNqKCp21xxe69D3jx4/XVVddJUm69NJLNXXqVF1++eWJy3/zm99o5MiReuuttzRixAj9+te/1u9//3vtv//+kmIB2NZbb92ln3nHHXfo448/1jPPPKNBgwZJksaNG9el6wCA3hTkCixjmIEVCMaegdV5gKWQQwUWSkZLW3qA9fGGFo0ZkfoYdyX5r9LpWYUwQwjsWYWQIVgAfBBgoSA0tLVpfUtrvnejU1/4QjLwevHFF/XII4+of//+adutWLFCzc3Namtr0xe/+MXE+YMGDdLEiRO79DNfeOEFTZ06NRFeAUDh8anACtAqhPHjLEeSia9CyAysEmPPwMoyxN1uIYxEeneXgD6SqQIr9XXeKConU4Dldj7EnQosAJ0hwEJBqK2oKIqf2a9fv8TpxsZGHXLIIbryyivTths+fLjeeeednK7TcZy0kuv29vbE6erq6i7vJwD0Jf8VB4Ny8OFfgeXSQlhicqvAcqw2UgUmxEWpSx3iLkmfNLTIbpuWsq8+652BlSHAslYhdLO0IwIILgIsFISutvIVgl122UV33XWXRo8erbKy9KfS2LFjVV5erqeeekqjRo2SJH3++ed66623tO+++ya2GzJkiNauXZv4+u2331ZTU1Pi68mTJ+tXv/qVPvvsM6qwABSogM/AyrAKIQFWCfGsQuhfYSJJxgq3aCFEqbArsOIfvH66sVVG3g+DjXFTM60Eu4WQCiwA3cUQd6CbTjvtNH322Wc66qij9Mwzz2jFihV68MEH9f3vf1/RaFT9+/fXrFmzdO655+rhhx/WK6+8ouOPP16hlL7//fbbTzfeeKP++9//6tlnn9Upp5yi8vLyxOVHHXWUhg0bpsMOO0zLly/Xu+++q7vuuktPPPFEX99kAMggwDOw5GacgRWM30BAeAKs3CqwgtNGi1LX3DEDqzwc0sB+sdDqk42tPhVXuVZgsQohgO4hwAK6acSIEVq+fLmi0agOOugg7bTTTpo9e7YGDBiQCKl+8pOfaO+999YhhxyiAw44QHvttZdnjpYkXXPNNRo5cqT23ntvffe739WcOXNUU1OTuLyiokL//Oc/teWWW+orX/mKdtppJ11xxRUKhzN/AgwAfcl/5angHLwnCwvs9heJCKuEODkOcbdaoEQFFkpEa3vssVxVEdYWdVWSpE2t7Wpp8855y9pCaK1CWJapAssKtgiwAPihhTBgHnvsMf3kJz/Rc889p7Vr1+qee+7RYYcdlrj8+OOP15IlSzzfM2PGDD3wwAN9vKeFZ9myZWnnjR8/XnfffXfG7+nfv79+97vf6Xe/+13ivHPPPdezzYgRI/Tggw96zlu/fr3n62222UZ/+ctfur7TANAn0g9agtNCmGEVQgKs0mLflVmHuFvhFhVYKBHxVQgry8MaXFuZOP/ThojqapPbZas6jFiBVDiXCqwozx8A6ajACphNmzZpypQpuummmzJuM3PmTK1duzbx7w9/+EMf7iEAoNjEwyrvAOtghDdGxncGlmsUmN9BIHgqsLJVQFsthFRgoUS0RmIBVlV5WFvUJQOszxpSK7DSh73HRaKdr0IYsioYo7x8AvBBBVbAHHzwwTr44IOzblNZWalhw4b10R4BAIpfR4DlhGRMtOOcoBy8pwZYsQMw1wSpCq30GWMS0ZSToXokdmHwQlyUtkjUTYRPleXJFkIpFmCN9mzdw1UIPTOwgvI3BEBXUIGFNMuWLdOWW26piRMn6tRTT9Wnn36a710CABS0+IFJ2Oe8Emf8K7ACcusDw7Hv0WwVWLQQosTYKxBWpbYQbvRWXGVtIYya2AujG1HYbfLdhiHuADpDBRY8Zs6cqcMPP1xjxozRihUr9OMf/1gHH3ywnnjiiYxDw1tbW9Xa2pr4euPGjX21uwCAApBsIQylnVf67FuaOsSdAKMkZZmB5Ti0EKK0tLQnH8eVFSFPgPVZY0qAleU1L+K6kmmX2jeo7LOlMlsfIaesn2cbAiwAnSHAgseRRx6ZOL3TTjtp8uTJGjt2rJYtW6b999/f93sWLVqkiy++uK92EQBQaDo+dXeckBzjdEQ6wTh4zzQDi+6xUmPFlKFsLYRUYKG0pFZgDexfqZDjyDVGnzXkHmBFo0Zy2yVJZY6R2j6VUgOssOPdHgBS0EKIrLbddlttscUWeueddzJuc95552nDhg2Jf++9914f7iEAIN+SNUhOcgZQgBKcTEPcg1OFFgQm8T8nQ0W6pJQZWARYKH7xFQilWIAVDjka2D9WhfV5Q8pj3GQZ4m6vQugY322pwALQGSqwkNX777+vTz/9VMOHD8+4TWVlpSorKzNeDgAodXYLodNxTlAOPvyHuMfyu6D8DoIgHmAZb5VVKms+VrZ5QECxaLErsCpij+8t6ir1aUOLmtuMmlul6o7DgOwVWPYqhCLAAtAtBFgB09jY6KmmWrlypV544QUNGjRIgwYN0sUXX6wjjjhCw4YN04oVKzR37lyNGzdOM2bMyONeAwAKW/zAxJGTGHcdjIMPI+MtNnMkmfhvJBi/gyAxrhTKcRVChwALJcBuIaws7wiwaiv1pmKvcOsbHVVXxl/1O1uFMLZdWci/zTxstecSYAHwQwthwDz77LOaOnWqpk6dKkk6++yzNXXqVC1YsEDhcFgvvfSSvv71r2vChAmaNWuWvvCFL+jf//43FVYAgIw8LYSBr8DqONcQX5UUx67AyjbE3V7IACh+LSkzsCRpi7qqjnOMPm+0nw/ZhrhbLYQh+bbYeiuwCIABpKMCK2CmT58uk2UuyYMPPtiHe4Pp06dr55131s9+9rN87woAdF/H3xXHceSY+AF8UA4+vAFW/PArVmxAhFEy4vmVKznZKrDsAe9u5nlAQLFobbMrsGKP78F1yQ+2P29MbputbTYSTanAooUQQDdQgQUAALrNGGNVWwVvBpbrJtsnbczAKjFWBZYTyjbE3V6FkPsfxa+lPRlKVVXEah+2qLUqsBqSr31GWYa4WzOwypiBBaCbCLCAPGhra8v3LgDAZpI8yHAUq8KKnR2MCix7pfeQ1VrmKjghXpAY10ihLC2EdgUW9z9KgHcGVuzxvYWnAssOsDqbgRWTSwuhS4AFwAcBFpAj13V11VVXady4caqsrNSoUaN02WWXSZLmzZunCRMmqKamRttuu63mz5+v9vb2xPdedNFF2nnnnfWrX/1KY8aMUVVVVeKySCSi008/XfX19dpiiy00f/78rG2eAFBY7NerkJJvLYLxOma/XpeHkhVoLhVYpSVRgZUaUqVuZ1dgBSPERWmzZ2BVd8zAqq+piIVNxmi9HWBlecxHXZOoSowNcacCC0DXMQMLyNF5552nW2+9Vddee6322msvrV27Vm+88YYkqba2VosXL9aIESP08ssv66STTlJtba3mzp2b+P533nlHd911l+6++26Fw8n2gyVLlmjWrFl6+umn9eyzz+rkk0/WqFGjdNJJJ/X5bQSArjKeCqzgDXF3jV1VEEock9FCWFo6FpeMJZNZKrA8M7D4MAoloMWagVXREWCFQo4G11bpg8+kzxsca22DbDOwkpeFHeUwxJ3nD4B0BFgoCJf+6UVtaGrvfMPNqL6mXBd8e0pO2zY0NOi6667TjTfeqOOOO06SNHbsWO21116SpAsuuCCx7ejRozVnzhzdeeedngCrra1Nv/3tbzVkyBDPdY8cOVLXXnutHMfRxIkT9fLLL+vaa68lwAJQJOyDDKcjxEo9v3RFrZCizAovOPYqTcZITjjzDCzPKoRUYKEE2C2E1RXJx/7g2kp98JlRa7vU3CbVVHYyAyu2soVCTkfYRYAFoBsIsFAQNjS1a/2m1nzvRkavv/66Wltbtf/++/te/sc//lHXX3+9VqxYocbGRkUiEdXV1Xm22WabbdLCK0n60pe+lJwZI2mPPfbQNddco2g06qnUAoDCZC/BF5I6ViHMNgullLgZAixjglOFFgwd96VrvFVWqRxmYKG0tHhmYCXfl25RV5l4hH/e4Kim0mRvIYza7YNiiDuAbiHAQkGorykv6J9ZXV2d8bInnnhCRx99tC6++GLNmDFD9fX1uvPOO3XNNdd4tuvXr1+39xUACpUdVDlyrCHuwTj4SM7AclQW8g5xJ8AoIdbD2sk2xN2Jt9GawDwHUNpa7VUIrQBrUP/kIPf1jY622sIoawthx4qt4cSYRL8AKxkAE2AB8EOAhYKQaytfvowfP17V1dVaunSpTjzxRM9l//nPf7TNNtvo/PPPT5z3v//9L+frfuqppzxfP/nkkxo/fjzVVwCKg/G2ENozsIwxngrTUuQqUwWWQ4BRSuIPYzcx7Cfjhk7irg9GFSJKW7wCy3EclYWTj/0h9RWJ0583xv6frfI2Eo21ECYqsHy2tYsbCbAA+CHAAnJQVVWlefPmae7cuaqoqNC0adP08ccf69VXX9X48eO1evVq3Xnnndptt910//3365577sn5ulevXq2zzz5bP/jBD/T888/rhhtuSKveAoBC5R3inlyFLyii1jFWGasQlrDYfWmMkVOW7QMm6/HP3Y8SEB/iXl0e9nwgMag22cnweUP8g4tOViGUXYHlNwOLCiwA2RFgATmaP3++ysrKtGDBAq1Zs0bDhw/XKaecolmzZumss87S6aefrtbWVn31q1/V/PnzddFFF+V0vccee6yam5u1++67KxwO60c/+pFOPvnk3r0xALDZ2AchTkeIZV9W2tWkrpupAosZWCUlUYHlHdTuu2G8BMvh/kfxiw9xryj3vpYPtgOsxo4Ay6ctMC7quvJUYDEDC0A3EGABOQqFQjr//PM9rYJxV111la666irPebNnz06cvuiii3wDrWXLliVO33zzzZtrVwGgzxj5txDGLyv1eizvEHdrBhbHXiWlY6pVLJjKMgPL8/h3aSFE8Yu3ENorEEpSXXVYZWEpEs2tAisSNZKRyrLOwLIDLJ4/ANJl+wgJAACgE1YLoePI8URWpZ/iZFqFkCHuJSY+xN2VnKyrEDqJGVklPv4NAeC6Rm0dQ9wry1Me947RgP6x17jPG51O575FovEh7plnYFGBBaAzBFgAAKDbvMumOylH7aV/AOJ6ViH0thAG4fYHgjHJwqpO71J7BhYVJChubRE3UWVbldJCaORqYEeA1R6RNrWk/j3wirixIe6JOfCdVGC5BFgAfBBgAQCAHrCHuHtnYGVrJykV8QDLUcrBFzOwSkvOd6VjZVjc/yhurZFkyFSZEmDJuBpYm3yMr290Mr7mu25sVVrJbiGkAgtA1xFgAQCAHrAPMlJWITSlfwBitxCWW6sQUoFVSowS92UOd2mijTYAj3+UtvgKhJJUVZG5AkuKD3L3D7CSYZRJthASYAHoBgIsAADQbalD3L0VWKV/AGIfY6XPwEJpSN7JnWdSVgUWqxCiyMVXIJT8WwgH9E9+/Xlj5lUIo57VWuNXkL6t4zhyOtrQCzHAoq0RyD8CLOSFy8oiyMLwqTVQRLwthJ4KrADEOJkCLGN4LSsdxnqYdzaZPfkc4N5HsWtuy9xCaORqkN1C2JC5hTBive8vSwxx9w+74lVYhRRgRV2jq+5+WXOXPKv3PtmU790BAq0s3zuAYKmoqFAoFNKaNWs0ZMgQVVRUJD5pAaTYAd/HH38sx3FUXl6e790B0AlPlZUTkozjf1mJslsIw6HkGoy0EJaaXO/LZAWWw/2PItcWSQZPqS2EMq7qapKP8Y1NWQKsaLKFMNsMLCn2OhqJFlaAtWpdo95eu1GS9PRbH2vkFv3yvEdAcBFgoU+FQiGNGTNGa9eu1Zo1a/K9OyhQjuNo6623Vjgc7nxjAPllHYQ4clI+lCicA5DeEguwYre5zLFaCAmwSohJtg7mtAphzksWAgWtuS2SOF1Z7m3cMXJVYX3OGIkqYygVibrxb8o6A0sqzAosu5XSDvUA9D0CLPS5iooKjRo1SpFIRNGof/kwgq28vJzwCiga3hlYdotVtiXVS4ExxmohdBS2hrgX0LEXeiw5xL3z/MrpvMsQKBKt7VYFlk8LYZl1Vns0VnVrjEnrrvAOcY+fLK4WwsRpWsOBvCLAQl7E28NoEQOA4mZSZmA5nvGapf5G33iCqpAT+xe7RBnbaVBskjOwnJxmYMVPlvrjH6XOswpheWoLYTQZRkmKRuOz36JyUg4xo27yOZSYgZUxwAolv6dAeAKsaOHsFxBEDHEHAAA9YIc0qUPcS/2NfmqA5SjkUIFVcuyKi5xWIbSqEFm0BkXMbp1LH+Ju5DhKVGFFEpumP+YTLYSSwk7m7SS7AqtwnjtRa/8LKVgDgogACwAAdJunAssJeSpUgjHEPXk6PcAq/dsfGCbeQth5BVZ8CyfsyEQL5yAc6KoWK8BKHeJuOlYRTA2w/FrHY6FP7DmUrMAyviu1FmILYcSuwCqg/QKCiAALAAD0QMoMLM/sk9I+eDf2cG/FAqz47BdjghHgBUP3KrAcx/FWbwFFpiVLBVb89b0sHHuMRxJz2v0qsJLPgzJPl3l6G2FBBlhUYAEFgwALAAB0n0kJsKy3FqUf4KQMcbcqsHIc+Y2i0JX70QpwQ44Mi9WgiLVmmYEVr7SKV2C1JxYs9AmwXFfx51FiFUJJUrEEWFRgAYWCAAsAAHRb+hB36wC+5KtPrADLiVVghe0WwpK//UFhrPuys7fOyVUInZBoIURRa/GsQuh97BslAyxHjuJZrfEJpewAKOypwEp/fhRigGXvi8vrOpBXBFgAAKAH7AOQkOSZgVXaB+/GZ4i73UJIBVap6GoFVjzBcqQCGkQNdJVniHtFphZCSY6j9vgqhBlnYMWU2RVYWVoITYYZWfkQsZ7HrEII5BcBFgAA6Lb0CizPx+t9v0N9KvsqhKV+64PD5F5MZy/EGWIVQhQ3zwyssmwthI4i0fjsP58AK5psISzLsQJLKpwqrKinhZDnNJBPBFgAAKAHrAMMxz56T7msFKWEVKxCWJpiVSBWr2hWyeeAE3IkWghRxOIzsCrKwgqFvI99Yw1xj7eOR90MQ9ytRD/XCqzY9RXGa2iUVQiBgkGABQAAesA7xN1x7BbCUn+j71OBJYa4lxzXPsjOIcBKdBAyxB3FLV6BVVnud8jorcCSpEhUvlVV9ip+Yc9TKH3bUAEGWKxCCBQOAqwi1Nramu9dAABAknfeiaOUCiyfA5lSYs/AcuQoHLJWITRBCPCCwdsG2HmAlVjIIOQUzAwfoDviAVbqCoSSd4i7HWBlHuIebyEsvgqsCEPcgYJBgFUE/vGPf+i4447Ttttuq/LyctXU1Kiurk777ruvLrvsMq1ZsybfuwgACCxPE53stxalH+B4K7Ac0UJYkrp0wOp4T9JCiCLWmi3AMt5VCKV4gJV9iLt3FUK/ACu5QaEEWJ4WQoa4A3lFgFXA7rnnHk2YMEEnnHCCysrKNG/ePN1999168MEH9atf/Ur77ruv/vWvf2nbbbfVKaecoo8//jjfuwwACJj0Ie4BmoGVMtzbXoWQAKt0GLcrbYBWC2HYYYg7ilYk6iaCm/QVCKVEC2HI/h75Vt7Grid2XeEiHOJOCyFQOMryvQPI7KqrrtK1116rgw8+WKFQetb47W9/W5L0wQcf6IYbbtDvf/97nXXWWX29mwCAQPPOwLIrUEq9AsukzsAKOQp3DLIv9dseKHYI5XT22a/TsZhB7KShAgtFyl6BMFsLYXmZUfx1vz3q+LcQWs8hbwthZwFWYTx/IlbVVYQAC8grAqwC9sQTT+S03VZbbaUrrriil/cGAIB0nqDGCckxdgVWYRx89B5vgBVOqcBi/lFp8FRgmU5mYFmLGDghJ2UAPFA8WtqsAMunAiseYIXDij3ujRTN1EJoBUBlngy4OGZgsQohUDhoIQQAAN2XOsTdU6FS+m/001YhtIa4B+H2B4IVRHZ+jyarEJ2QQwUWilarVYFVWZZ+yBifgVWeOgMr4yqEfkPcs1dguQUSFtFCCBQOKrCKRDQa1eLFi7V06VKtW7dObkpJ7cMPP5ynPQMABJlJaSG0Z2CVegWSMa6VbTgKOUoEWJLklvgqjIFhvedynE4qsKwZWHKYgYXi1dKefOxWVfgdMmZahdAnwOrSEPdCr8DiOQ3kEwFWkfjRj36kxYsX66tf/ap23HHHHN5AAQDQF7xD3L3F3YVx8NGb7EOZ2BD35Nclnt8FhvEcZOfw/iv+IAiJVQhRtDwVWOU+FVgd7X92gBX7lgxD3E18iLtdgVWMAVZh7BMQVARYReLOO+/Un/70J33lK1/J964AAGDJUoEVsBlYISc+xD0mSoJVGjwVF50PcU8WYFGBheLV3NkMrI7Xt7Jw8jUvEnX8K7CsIDdsZ8BFswohARZQKJiBVSQqKio0bty4fO8GAAAe3oMV7yqEpV+BZTxVVvYMLCl7C6XZsFruG/fJbPygN3cQm4Fnpk9XWghD8g5JA4pIm2cGVnqAFa+0KvcEWKkVi/Hz7SHu9nOiSAIslxlYQKEgwCoS55xzjq677rqSnycCACg2VguhE/Ic4JsSD7BMxlUIO1YizHL7zdt/lz56SeadB3p5L9FjXTpgTR3iziqEKE52BVZ1llUIy8OOZ4h7xhbCxBB3+0rSnx+hQgywqMACCgYthEXi8ccf1yOPPKJ//OMf2mGHHVReXu65/O67787TngEAgsz7wYojx/PZWKm3T3kDLMdxPPVnbrYPnVrWx/7f1tAbO4bNyVOB1XkLYfIkLYQoXq2RZLhUUZ45wCqzprJHMwxxt0OfsqKcgZW8TcYYGWOYRwzkCQFWkRgwYIC+8Y1v5Hs3AABIkTrEPVhTzF2TmHiksOMoHEoezGVaAt4YV4q2d2wU6eU9RE/ZIZTT2RB3x0lUITohyTDEHUWqpZMKrHiwW1GWfN1vj6a03HbwzMDyVGAVRwthNOrdj6hrPLO/APQdAqwicdttt+V7FwAA8GG/sQ+lDHEvjIOP3mL8ZmDZl2cK8KJtydMEWIXPOsg2Xam6CDkpA+CB4tHannzsVpZlXoUwbCVSmYa4e1sIO5uBZVV0FUiAFXH9Aqw87QwQcMzAAgAA3WYfrKRVYJV6C6FJX4XQbivJeOtTAizmWxY4K8ByOm0hlNRRlec4YgYWilZLWzJc912F0DPE3Z6BlX2Ie7iTGVjeCqzC+BsSSamkLJRgDQgiAqwCNnPmTD355JOdbtfQ0KArr7xSN910Ux/sFQAANs8QKClAFVj2DCxHsQArbAVY0VwqsIzxbaNBAenywWrHYyDMDCwUr9aIVYHlMwMrXn5aXmZXYGVoIXTdxPbeGVjF0ULoV4EFID9oISxg3/rWt3TEEUeovr5ehxxyiHbddVeNGDFCVVVV+vzzz/Xaa6/p8ccf19///nd99atf1U9+8pN87zIAIGCMZwZWKKVCpdTf5GeqwIodgOXUQijF2ghD9KMUKtOlIe7Wpo4jw4EuipQ9Ayu1AssYN/HaXxYOeVYh9GshtCuwOluFsBADrNT9yLpAB4BeRYBVwGbNmqVjjjlGf/7zn/XHP/5Rv/zlL7VhwwZJsTdF22+/vWbMmKFnnnlGkyZNyvPeAgACyfMJekoFVom/yTe+AVbsN2CU5fZHWr1fuxFJlb20l+ixtMd4Zzq2CTkMcUfRam1PhkuVKQOf7JCqIpxSgeU7A6vjPCc2Gi55RT4VWNZw9NTh6fmS1kJYIPsFBBEBVoGrrKzUMccco2OOOUaStGHDBjU3N2vw4MEqLy/P894BAGC/kXdSVmkr/YP3ZIDldLQQWgOIu1KBhcJl34+5VGA5yRlYHUOBgKITr8AKhxxPm2BM8rW9PBxKZLaRqCO/1/1Y4GOUdjVFWoFVKPsFBBEBVpGpr69XfX19vncDAABJqS2EjrzjNUv9Tb7rXYPRcTzVBZmHuPtVYKFgeVoIc9neqsAq8SpElK74DCy/+Vd2lVU83IrntcYnlIoHPmEn9flQHDOwUiuuCmW/gCBiiDsAAOiBzBVYpT7E3UjpLYSeFsoM30gFVlHxhFBODrPKOh4CsVUIS78KEaWpuWMVwiq/AMsKdcsSLYRO5hlYbnyAe+oV+VVgWVWsBRAUGWNiQ+gthbI6IhBEBFgAAKDbTEqAJSdILYTeGVjhkKOQVT3gZjr4IsAqLtZBtpNLBVb87XXIkVxaCFGc2tpjr99+AZb92l5RFm/oyRJgRV3FWghTXhP9ZmDZVawFUMHoF6IVQrAGBBUBFgAA6IHYAYij2Ap8jvXWotQrsFIDLEexKqx4CU7Ggy/fIe4oWJ67MZe3zh0zsBjijiLlukatHfPbKityayGUI0Vc+YZS8QqscC4VWOHCqsDy24eMH04A6HUEWAAAoNsS7VWJ0hTHvrDP96dPmWSA5TixAC91ApjvDCQqsIqK3S6lUO5D3BVyZGg1QhFqiyQft521EIackJyOx3x7xMlcgWV8KrA6m4FVAAFw6gqEUmEEa0BQEWAViffee0/vv/9+4uunn35as2fP1i9/+cs87hUAALE38snZT0GagWUSGV244wAuZPWYxY5xcgiwfKoQUDgc+z7MqYfQWoWwAA7Aga5qaUuG6n5D3O3gKeSEYysRJloIswxxL8JVCP32IVIA+wUEFQFWkfjud7+rRx55RJL04Ycf6sADD9TTTz+t888/XwsXLszz3gEAgiv+Rj6+EpXjc1npih/HhBJFN6kBVjqTugphtL0X9gybi11t4nQhwKICC8Wq1VOBlX64aFdZOQqprGNwVTQqybhplafxVfzSViH0m4FVBAFWIewXEFQEWEXilVde0e677y5J+tOf/qQdd9xR//nPf3T77bdr8eLF+d05AEBgJQ9k4gcdIZ/LSpVrBVjxqpvUVQipwCp69kF2TqsQxmdgiQALRam5Lfma5DsDy/OcCKk8HJIjR+3R+CuesbaNr+JnkqsQxl8ni6ACKxIlwAIKCQFWkWhvb1dlZaUk6V//+pe+/vWvS5K22247rV27Np+7BgAING8LYWyQu/eyUhWbcRU77fi1ECpDG2VqgEUFVmHzLLTZtQosWghRjFrbk8FSZ6sQxiqwYoeU8Ye7/eGFnfUkZmA55R0bpj8/7NfQaAHMUYz4hNAEWED+EGAViR122EG33HKL/v3vf+uhhx7SzJkzJUlr1qzR4MGD87x3AICgSgQ0jvWWInG61N/kJw/TvDOw4qsQxrZJQwVWUfG0Szm5DHG3qhBd7lsUn5a27AGWPefKUUgVZbEZWO2RePiUfM4kh6Cb5AysUFnHCb9VCO0h7vn/G0IFFlBYCLCKxJVXXqlf/OIXmj59uo466ihNmTJFkvTXv/410VoIAECf6/gE3Tv7KnbadwW+kmLSWghDyfwqcwthJGUGFqsQFjTHPljNZRVC+7lACyGKkF2B5TfE3a4sdZzkDKz46CxjhfJ22JNLBVahtRD6rYQY5XkN5E1Z55ugEEyfPl2ffPKJNm7cqIEDBybOP/nkk9WvX7887hkAINjiBxjJgw4nsW5bqb/J9wuwvDOwcmohJMAqaEau9ejuPMDyzEHjQBdFqMVuIfSdgWVXTiUrsKLRWOWp8a3AslYhdDoOQYtgBhZD3IHCQgVWkdhvv/3U0NDgCa8kadCgQfrOd76Tp70CAASd8QmwEhVYJd5CaIxJzMCKH3PZlWixwzYCrKJnuliBZbcZ+lSYAIWuxVOB5feY987AClvPi2jUG2Alwh5jYhVYTii5GILPioWe6yqAoChCgAUUFAKsIrFs2TK1tbWlnd/S0qJ///vfedgjAACk1CHusdMBmoHVSQVW6q/AuNH0wIoAq8B526U65Rn0XurPAZSi1vZkAOU/A8sOsFxVhJPHKO1Rb4WWPUMqtgphyBvyplTqhu0O3Axt6Jta2vXSqs/UFun9GXMRvxbCApjNlSvjRmQ+fVumvTnfuwJsFrQQFriXXnopcfq1117Thx9+mPg6Go3qgQce0FZbbZWPXQMAwKqysg9I0gf5lqpoaoBltb/4DnFPrb6SCLAKnnUf5rIKoT3EPcoQdxQfe4h7ZzOw1Pa2yqRE43jsIZ+8PLmKn12BlVKl6CR/RjjceQXW9X97Xe9+1KC9Jg3VcfuNy/l2dYffEPdMwVpBWvFPmTXPSbUj5OwyK997A/QYAVaB23nnnWNLkjuO9ttvv7TLq6urdcMNN+RhzwAAkBIVWPaBveNIpvSHuBvZLYQdAZaSM8B8Z2ARYBUfY5KZbE5D3GkhRHGzh7j7VWAlZ1e5cky7ykPliVbbSEoLoR0AhR15WwgT11We3MaegeUXHrlG737UIEl6a83GLtyq7in2GVhm4/uxEw1rZIzx/q0GihABVoFbuXKljDHadttt9fTTT2vIkCGJyyoqKrTlllsqHPb5wwIAQF9IHKB7h7h3XNjnu9O3fAIsp+sVWMaNiEOKQmZXYHWxhbDEQ1yUpk6HuNsthI6j8rLkYz4SdWRkrUKYNsQ9JCk1wJK1jT3EPT0AbrXaBhub27Pejs0h4rMPxRRgybV+vyaaHKAPFCkewQVum222kSS5rGIDACgwxngWU7cuiR3km5JvIcw+A8s/wGpNvxoqsAqbVYHlhDqPGj2rEFKBhSLkHeLeSQuhpNgmyQosu/IwGfYYhUMmFvBmm4HVySqEdntjU1tEkairsnDvjXUu9gosT0DoRqUQh/8objyCi8jbb7+tRx55ROvWrUsLtBYsWJCnvQIABJcdX4Ws08GowHKNm5wA1hFaeMILv2+ihbAIWY/zUA5V76xCiCLX2pZrC2Hs9b7M2qQ9tYXQCnvKQvKfgWWxPwTwDbDavRVbm1ojqq+pyHhbespvBlZRBVj23xc3Iqkyb7sCbA4EWEXi1ltv1amnnqottthCw4YN87xBdhyHAAsA0Oe8FVZO2um0+U8lxj6GiQ9vT63ASvsdRKjAKjqmiy2EIQIsFLcWaxXCirL0x3zytd/IkZNWgWX/bbArsMpCRrFVCDO3EIZCsdm/xhjfYel2uCZJDc3tvRpgRX1WIXSLKsCyK7D4W4PiR4BVJC699FJddtllmjdvXr53BQCADnYFVvBmYNkHaWGfFkLDKoSlwelagOXYqxAyAwtFKD7EvbI87FlZNS61Pdwu0opEJWOFUhErAEpUYGWZgSXF2ggjUeM7xL25PT3A6k0Rn7DK77yCZf998fldA8Wm9xqGsVl9/vnn+ta3vpXv3QAAwGIf2Dvpp0u8+sQ+uErOwJLiFWhufClCzzcRYBUd+z7MYdaOsavkS/w5gNIUb9PzbR+UZM+tildgxR/10aj38kQLnlFsBpaytxBKyTlYfq16fhVYvcm/hbCIntepM7CAIkeAVSS+9a1v6Z///Ge+dwMAgASTchCTFB/iXtoVKFHjF2B5Z2CltRAyxL2oOU7nM7DsbUr58Y/SFQ+J/Aa4S/biBMaageVIMmqPOikzsNyOzzpMLP9NnYEl/wqs2Pd2XoHV2Ny7r59+YVWxzMAyxtBCiJJDC2GRGDdunObPn68nn3xSO+20k8rLyz2Xn3nmmXnaMwBAYHkOzv2GuEuxI5fOV24rRq5VOZD7KoRUYBUfe9hZDo9lZmChiBljkhVYFRkCrLQKrOTzItZC6DcDS7EZWE7qDKxirMAqjgArrWWQvzUoAQRYReKXv/yl+vfvr0cffVSPPvqo5zLHcQiwAAB9zltdlD7EPbaN61mhsJQYnwosO7zzLb5hiHsRsma95TLE3X4uUIGFIhOJJoenZ2ohtIe4S/KsQpg6xD0WAMW2i+VcPWshtAfMS1JDS+8GWH774DebqyCltgwyAwslgACrSKxcuTLfuwAAQIpMQ9xDvtuUGlfpAZY98NivAsvYFViOEws4CLAKnPU4D+XQQhgKxuMfpanFatGrLM8Q2BpvBVZFSoBltwVGPUPcTc5D3CX/9r2WNu/rZe8PcfdZhbBYgmkqsFCCSvMjUQAA0AcyVGA5qS2EpcmegRX2DHGPcY3fDCwrwCqr7tiQT8ULm91C2NVVCGkhRHFptQKsziuwZM3Aiom42VoIpVgFVmcBVijte+NSK7B6fQZWMbcQpgZW/K1BCaACq0iccMIJWS//zW9+00d7AgBAjOcgxvGfgZW63Hop8c7Ait3+kBzFwzxj/TfBDrDKa6T2JsmNyBgjxynNWWGlxAl3XoElOYnqOqdYKjWADs1tdgVW5wGWpI5VCDsGr0dSh7gnWwiTM7DsILiLLYQpFViNvV6BVcwBFhVYKD0EWEXi888/93zd3t6uV155RevXr9d+++2Xp70CAARbphlY9nwTU6oz3GUfw+Q+xN2agVVekzxtopLD27LCZN2HuYSMjtOxHptPBR5Q4NrsCqwMQ9zjoZOj2Cze8nD8cW58ZmAlT/uuQljoM7Ci6ftXPAFWSmDFDCyUAN4pFYl77rkn7TzXdXXqqadq7NixedgjAEDQ2UPMnYxD3IvkjX432AcxfgGWMT4NlPEKrHB57F+cG5FCvC0rTCbxv65WYPlVlwCFrDmXFsJE6BR7vbM3i317agthxxD3UMeqtJ22EGZZhbDdu31jS0SuazzzBzenoq7ASpuBRYCF4scMrCIWCoV09tln69prr833rgAAAsm/AssbZhXJG/1usFsIwx0VBY6TvPWx47YMLYThCm9gRWtH4TMmpyHurEKIYtZqVTh11kIYf7UrCycf89GoZKzgJGLNkCqLV2B1MsQ9HkYZYzwflEjeIfPxbZraeu/1M+IzA8stlgCLFkKUIAKsIrdixQpFIrwYAQD6nncOSoYWwhIOsOwDq/iH/6G07CJTgFVJgFU0OqaZufLewRk51tOBCiwUF3vGVFWmVQhTAqzylFUIvTOw3MTLYFnIKDbEPbcZWFJ6tVNrW3rg1ZsrEfqtQlg0FVhpQ9z5O4PiR616kTj77LM9XxtjtHbtWt1///067rjj8rRXAIBgs1sIrSHudhtdCR/Ae2dgdQxx99z25H8TrAosJ1SWvJQDi8IVv0uNkZPDKoSyBvkDxcZTgZVhBlaywsovwPIOcY+t4tfRQuioYwaWXYHVeYBlr3LY3O4fYA0fmOEG9VBRr0KYWt3GDCyUAAKsIvHf//7X83UoFNKQIUN0zTXXdLpCIQAAvSPTcOtgtFBFPasQ2jOwYqdd450BZtxIsqWjjAqs4tGDCiyfg3OgkLXkMgMrWwWWK8/j3p4h5VuBlWUGluRTgeUbYPXe66dfWBX1qcoqSGkVWARYKH4EWEXikUceyfcuAADgkWmIuxOQIe72cU04l1UI49VXUvoMrGjvrqSFzcCYHIe4S4kEq4QDXJQmOyDKNAMrrYWwLH7aqD2SWoHlswqhcluFUEoPkJp9Wggbe7GF0D/AKpLnNTOwUIIIsIrMxx9/rDfffFOSNHHiRA0ZMiTPewQACC7/Ie7eGVhF8kl1N7ieCqyOIe52eGdiB3QJ2QIsWjsKlpOowDJSTi2EodgihLFvBopKS1suFVjx17WOIe7W0yI2Ayt5HfYqhGUh49NCmHmIuyS5VggcdY0i0fS/KQ0tvTgDy/p5ZaGQIq7r21ZYkNJWISTAQvFjiHuR2LRpk0444QQNHz5c++yzj/bZZx+NGDFCs2bNUlNTU753DwAQQN75VvZbiuBVYMUPuDwVWEqZgBVpTZx0whXegzgOLCRJxrhpq47lXaIdUHJyaSF0rG8qtNsCdMKuwKrymYEVWxkwXoEVUxZOfhGJKnG55G0hDIc6vst+7etsiLsVFtkD5u3qsMZOWgj9VjPMVXz/wyEnsV/FU4EV+70k9pYPSlACCLCKxNlnn61HH31U/+///T+tX79e69ev13333adHH31U55xzTr53DwAQSJ23EJbyKoSuZxXCjiHuIftyKWsFVrjc2pgAy7RskHn6JpnnfiFjhX15F384uyZl1luWb0hsVrqPf5Sm5k5bCJOBU3zBjnDIUajjYR+JereJRP0qsLLPwCqzXkjtsKjFGjC/ZV1V4nS2VQhd06Z1zUv1UfNDirotGbfLJF6BFQ6FEgFWpGgCrKia6ir14fhB2jikhhlYKAkEWEXirrvu0q9//WsdfPDBqqurU11dnb7yla/o1ltv1V/+8pd87x4AIJAytBBaByelXIFlH1jFCwZCnhZCyRtgWaFMmCHuaT55Q2pZL236WPrs7XzvTRpjlOMMrGAEuChNnzUkX6f6VaZPm7Ff0x3r4R3LupyOFkI7wLJb8OQTYOU+A8uuDtuiPrcAqyX6kdrdBkXcTWqOrs24XSaRaDx8cxQOF18F1qaBVTIhR40Dq+S6zFpE8SPAKhJNTU0aOnRo2vlbbrklLYQAgLzwHMg4GSqwSngVNuOpwIoFG07qEHeTpQKLFkIv+/fTtil/+5HKqsBycpqB5SQrtZwiOdAFJDW1RvS/j2PPva0G9fNvIbTmW9kVifFirYjrDbCiseVYJcVbCEOSss/A8gZYyeuyB7gP6FeR2C7bEHdjItbprgc48bAqHC7CFkITlRuOvxY5nt8FUKwIsIrEHnvsoQsvvFAtLcnS1+bmZl188cXaY4898rhnAIDA8oRTTobTRfJGvxuiJr0CK7YaYewLY1Iq0GghzM7+HbQXToCVGOJulLyjO/mOhNJ9+KMEvb1mYyKYn7hVnf9G1uu+/WFFWTzAinq36XyIe/cqsKorwupfFXsNbWjJ/PppvwabbiwqEg/Q7BZCO1QraG5ExvpdGvF3BsWPVQiLxHXXXacZM2Zo66231pQpUyRJL774oqqqqvTggw/mee8AAEHkqcCyPhNzAjLE3b5l4fgqhI7je7kkzxB3lVXKE3Qwm0Sy21sKrQLLqGsVWPH71olV6jk5zc4C8uvNDzYkTk/cqt53GzsEsh/ViQqsiLdKy24hjBUDpbQQqpNVCK0AqzllhcT+VeXa0NSmxub2LM+z5M/vToATD9DKwsm/bMWSXxk3ItcOsKjAQgkgwCoSO+64o95++23dfvvteuONNyRJRx11lI4++mhVV1fnee8AAMGUYQaW53SRvNPvhqjfEHc7k+psiLuN2SRSNPk7MO1NKrTIJ/dFzJJD3J2QYke7Oc3OAvLrjY4Ay5GTsQLLU8VklHisl3e0qqXNwOoIgELxztrNNAOrsjys2uqyjp/hqqU9quoKn5ld1vWbbrS02zOwkvtUHH/XjIl42jzdEv57jOAgwCoiNTU1Oumkk/K9GwAASEqtrrJmYAVkiLu9CmH8gCucOgMr4xD3Cm/VFS2EMgXaQtj1JM2qQQw5Mq6b4/B3IH82tbTr/U9ic3W3HlyjflXl/hvaLYTWcyNegdUedWSMm6iIilVgmVj7oNQRXmVfhdAOsOwV/1ravC2EtdXJfWxobvcPsDwVWF2vdI1XkJWFQ4kQu1hmYKXO/KKFEKWAGVhFYtGiRfrNb36Tdv5vfvMbXXnllXnYIwAA7FYS+y2FPQOoON7od4frU4HlaSHsbAYWqxB62VVo7QW4QE2uD2VHiSN7x3GkKFUPKHxvr9mYeL2auLV/+6CU2kLonYHlKNYyGytQil1XYgh64k9EKPa8iM/B6kIFVktKBVZ/K8BqbM70GmpXYHUjwLJaCIttFUI3JbDqzgwwoNAQYBWJX/ziF9puu+3Szt9hhx10yy235GGPAACw3sQ7/i2EpfyG2RtgdQQW1vwjY/1XkownwKokwEpl/w4KaAZWoqAw52PWkOekKZJ2IwTbGx9sTJzONP9KyvyaHit+Sm8jjLXgpVZgWf/vdBVC/xbCKp8KrM72t6sVWK5rEkPtw6HkKoSuMZ5VaAtVNKUCy+1GBRpQaAiwisSHH36o4cOHp50/ZMgQrV27Ng97BAAIOvsNvP1JvOPpuSr8N/ndlRwu7CQCrHAoOf8omtpCGElpISTA8rJmYCnaJhMtsLlgXXkoxwPNkCNDBRaKQHyAu+M4mjAiwwqEkpRhiHuZ1SUbC7BiYYlfBVbsm+Pf0IUKrJQh7rVVydfQhpYMAZbpfoBl/2x7FUIp3iJe2IwTTfma1yIUPwKsIjFy5EgtX7487fzly5drxIgRedgjAAAyDXEPZdimtNgHMOFEBVZS2gf0WVoIDQFWeohXCG2EJlY9Ikkm52FYjvckFVgocA3N7Xr/01jV46gt+qmmMvOYZDsQcqzXuHIrwGqPKtEaGB943rUKrOTfkEwthKkVWJlbCK0q2C62EEas5244lPygIrZfhf+8Tq24KuWKaAQHQ9yLxEknnaTZs2ervb1d++23nyRp6dKlmjt3rs4555w87x0AIIi8b4b9K7BK+Q2zbwuhE5sGFlXHDCw7xYoHWI5DBZaf1JUY2zdJVZlbmfqGSQaRXVqFkAosFI+31iTbBydkWH0wzvOannipD6sslHwNS2shNEZl8Uwq0ZOb6wys5OWpFVj9e7mFML4CoRSbgWUrhjlY6RVYhb/PQGcIsIrEueeeq08//VQ//OEP1dYWewNcVVWlefPm6bzzzsvz3gEAgsluIbSqrpyAtBDaLZR20Y0Tn5MieVch7AiwQuVyHEfGE2Axm0SpLYOFUIGlZAVW7jwPBmZgoeDF2wclabss86+k1CHu8RNlKg8nK0wjUScRFsVX8UvmPx0nujEDK1sFVqYAqydD3KNW+BxbhTD5dTEEWKkVWC4thCgBBFhFwnEcXXnllZo/f75ef/11VVdXa/z48aqsrMz3rgEAAivTEPdkmFUMg267yz4UCFu3P16NlTrEXdGOGVhlHX+7qcDySv0dFMQgd5O8C7tUgdVxKsQqhCh8b76fnH81Puv8K3kqpqxXPZWXJVc7iESTrYaRxAys1BbCrq9C2Jq6CqE9AytTBVYPZmBFrJ9dFnLkhv33q1ClVkBTgYVSQIBVZPr376/ddtst37sBAEBiyXUpoEPc7RZCa2ZLyKrAMn4VWOGKjg0JsDwKcQaWR44zsBwn+RwISYbqOhSwjU1tWvN57Lm2zZD+qq7IfnjoW4ElR+XhcOLrWGbrWqv4WS2EaUPcfSqw7KDIauNr7mghLA/HBqr3ryqXI0dGRo2Zhrh7Wgi7FiZ7h7g7Chv//SpUqRVXxokFeo7DGGwULx69AACgezzVVfZbCnsGVuG/ye+uZIDlyCoYSPwmjNVCaIyxAqyOCiwnlKxcI8DyCbAKpQKrGy2EVgUWM7BQyOz5VxM7mX8lpYRAJllVVV4WVvyB3x6JbecNgFIqsOJPEmPSKnXtilb7g4J4BVZVRSz8CoWcxMD5hoxD3O0Wwq69ztr7XxYOZdyvQpUaYLkhh3Z1FD0CLAAA0C3eT+Ltz+Lttxele/Bud5CEfFoIPR0mbiR5sNdRgeU4TrIKK+ABljHGZ4h7IVRgGd+TnXOS/2MGFgrYG9b8q4mdzL+KSQYgdgthWTj5uh9vIUwGQD5D3B1r2cKU2VSZWgjjFVhV1pKHtdWx19DMFVjWKoRdHuJurUIYdjLuV6FKbRk0ISfwf2tQ/AiwAABAN9lvjr2Dq/23KS2eFkL7UC6UnIGVOHiKz7+Ski2EEgFWnImmVTqZQpmBFT/l5NhCmFqBVQQHugiu+PyrkONo/PAcKrB8Z2A5Ki9Lth7GViGMKmKFt2XxCqy0FkIptY2wsxlY3gCrPHFZeyQ9LPbMwDJul+YyelYhDIWKLsBy/QKsLg6yBwoNARYAAOgWkyHAcoLSQpgyHyUufvs9qxBGkyt0JYa4S1aAlWkFrYDwC/AKoQLLWC2EpgsBVmIGliMT5YARhWn9pjZ9uL5ZkjRmaP9Ea142ntd0a2XB8nDye2PBj5sSAMU3DXn/L6UNcvcLitojyYouez87X4kwNdTKvSLSDuDCIUdhq8qsGAIsE6ICC6WHAAsAAHST9Um8ZyisfWBS+G/yuyunFkKTHmA5vhVYAQ85oj4HngUxA6s77Aos0UKIgvXWmmT74IQRubQPSslqKWN9WBFSmSfAirWYJ1rwjMm8CqGU3kLoExS1pKxAGNe/kwArbSW+LrQRegK41BbCIpht56YEWMzAQikgwAqYxx57TIcccohGjBghx3F07733ei43xmjBggUaPny4qqurdcABB+jtt9/Oz84CAAqcfzjlrcAq/Df53WXfMr8Ayx7irggthFn5VaAVSAthMoPtSgVW/CQthChcb36QHOC+3da5BVi+sw8dRxXlZYlHfiRqUmZgSeG0VQhzrMDqCIparQCr2q7Aqkq2Ljb4zMEyKddtutBCl7YKYZG1EKYWjVKBhVJAgBUwmzZt0pQpU3TTTTf5Xn7VVVfp+uuv1y233KKnnnpK/fr104wZM9TS0tLHewoAKHT2LBEnwyqEwZiB5XgCrMTCgsaegWW1ENoBVrwKIegHFX63343I2L+3PIgd/MZbCHP9Lic2oF+xGVhUPKBQvdEx/yoccjR2WG1O35MaCMWEVBa2ZmC5qasQGoWdlAosZa7Asl9P40VQ8QHuUtcqsFJbBrtSgWVXWZWFvTOwIgUeYBkT9Q2wTND/1qDolXW+CUrJwQcfrIMPPtj3MmOMfvazn+mCCy7QoYceKkn67W9/q6FDh+ree+/VkUce2Ze7CgAoeBmGuAdlBlb8eEwZKrDsjT0BljUDK9xx8GVcGeOmtGIGSKaDqvYmb+DX10ymx3gW9rB3RzI+g6WBfPu8sVXrNsTnX9V6QqHs4o9nbwthebhM8edIe0SSop5V/MqyVWAp2wys9AqsTDOwGpvTX0dS/wZ1twKrrMgqsKLGP/w3ptX3fKBYEGAhYeXKlfrwww91wAEHJM6rr6/XF7/4RT3xxBMEWAAAD297oF2BlPnApJR4ViG0QouwPQMr11UIpViIk8+wJp/8ZmBJsTbCqgF9uis2Y1dPdWkVwmQFln/FCnJholF99OcHJEca+s2ZcsK5hizojN0+OHFE56sPxvm2EMpRWTgZJEWjsUot7xD3LszA8gmK7Aosv1UIJf8KLNdE9eCzYa35NHadNWUrFHKSHyKMH1Gnr35h60TVpM2usgqHC3sVwua2iO59arUG9qvUzF22kuv6B1XGzW9VK9BTBFhI+PDDDyVJQ4cO9Zw/dOjQxGV+Wltb1dqafJHcuHFjxm0BAKUpUwthV5YsLzaZhrg7fjOwMrUQEmDF2DOwHCdZ+ZTvQe52gNWFFsKEkCMVwbDnQrXx2Vf08X3/kiTVjNtGdV/YMc97VDpWfGgFWDnOv5K8LYSOtVpBeXkySGqPpLcQ9nQVwrYMQ9w7C7BeetfosZeS25eFGhRymhNfv/beek0cUa/xPiGet4KssCuwnnjjYz380lpJ0nZb1Wn4wGbf7VwCLBS5gNapY3NatGiR6uvrE/9GjhyZ710CAPQJ66DDDnACMgPLZAqwlAywTGdD3O0qhCDPJrFve6V1INne1Pf7YjHdWkHQuwph964DktS27tPE6cjnfEC6OX2yMfmatNWgmi58Z7KFMMlReVkyjI92zMCKWI/9xCqEicNPO8BKXYXQHuLeUYGVoYWwvzXEvbEl/TX0rfdTn3/pf5M+3+RfrWRXkIXDjsKh9NURC8WnDcnb8NGGlswVWBlaC4FiQYCFhGHDhkmSPvroI8/5H330UeIyP+edd542bNiQ+Pfee+/16n4CAAqDPVvEyTADq5QDLPsAxtNCGPJrIbQOGsp8ZmBJBFhxdstgvlci9Axgz/Vts6NkguXIRBji3l3RpmQVidse4OdHL/isMRZwlIVDniqmzmRqISy3Xsvao5I8LYQmtgqhk1zgwNtC6A2Z7NfTeKt2a4YWwv5V2SuwVnY0kZSFpR9/t01XnzBW15/0RX172pjk/maYU+edgRWSlV/JLbAAq816nWlobpexAizH2ldjMrRrA0WCAAsJY8aM0bBhw7R06dLEeRs3btRTTz2lPfbYI+P3VVZWqq6uzvMPABAAnvbA5FsKu53QlPIMLOt0OMMQ90QLZYYWQocKrBh7BpanAiu/AZanBbZLM7A6ToWclOcJusJtSq6CbSIBfn70gs8bY69Jg/pX+s5/ysQ/wAqpvKw88XUkGlvtLxEAmfgMLOvQ037tU+czsFoyVGCVl4USgVZqgPXJxhZ91hA7PWpLV/2qpMpyo+qKMtVUJq8jU4DlrSAr7Aqs1vbkvjY2t8u1Kq1C1u1zCbBQ5JiBFTCNjY165513El+vXLlSL7zwggYNGqRRo0Zp9uzZuvTSSzV+/HiNGTNG8+fP14gRI3TYYYflb6cBAAXJ/0Am9pW9VSkyxli5hOM5ALR/F/HqAZPrEPegsmZgOZX1iUeNaW/Kde2/3mG3/3VpBlbHXockwwysbrMrsKhk23ya2yJqbou93gzs38W5e8avhTDkGeIeiZrYDKzUVQjtuVddnIHVkqECS4rNwWppj6qxxRvOvPH+hsTpMcM6Xos7wrLy5LKIao/6P7mj9hD6cOoMrMJ6XrfaFVgtEc+sq3DEVbQj9DMmwH9nUBIIsALm2Wef1Ze//OXE12effbYk6bjjjtPixYs1d+5cbdq0SSeffLLWr1+vvfbaSw888ICqqqrytcsAgILlnYGSPGkNcS/RAEsyKUPck6ftgxy3kwosAqwOmVoI8z4DqzurECY3dUIOM7B6wBtgBfj5sZnFq6+kWAVWV/h+cOE4Ki8PS4kKLEeSa63iZ2IVWE6GCqyUGVhlnVVglXubiPpXl+vjjS1qao0oEnVVFo5d/sYH6xPbbDvc7diT2PVUhO0AK1MFlh1gFfYqhG0pFVj2rKuwa1VFU4GFIkeAFTDTp0/PuiKU4zhauHChFi5c2Id7BQAoRiZDgOWpxjKlevDuDbA8LYR+qzB6AizrgJEAK8ZuIazoH59+nv8ZWJ7Hb44BluOdgcUqhN3naSFkBtZmYw/87moFln9beEjl4VDsYW86WgiN61nFLzaXPeT5nuSVplRghdNb9TwVWBXeQ1h7htem1ojqaypkjNFbH8QG/5eXSVsP6ajA6vhZZXYFVqYWwqi3hdAvWCsUbdZtaEhpIbQDLFdUMqK4MQMLAAB0U+wNs5PSQud9e1FYb/I3F5NWgWXNAPMZQJwIsBzHG1oRYMXYtz1cLpV3rIqW5xlYnhbCbjQzxnI4Dhi7K7qJFsLe8HljMsDqcgWW8Xvdd2IBlmcGlneIe1cqsDyVTtF4BVbyuZhagVVrrUQYn4P18caWxKD6UVu6KgvH96SjhTCHCiw7pAqHHIXs6tqCC7BShrgr+aFA2E3+fuzzgWJEgAUAALonHs6ktFbZFVil20Lonc0d8hniLknReGVBpOOAMZwyMNkTYAX4AN2agaVQuVTRL3a6vSlr5XhvM90OsKxVCGkh7DbPKoS0EG42n1kVWINquxZg2R9cJIVUFk5WHsYqsKIpAVBsuwQ7zEqp6vJdhbA9cwVW/+r0lQjf7Ki+kqRth9ur8HW0EOZQgRUtohZCe4h7Q3PEM6w9rOTvx5gA/51BSSDAAgAA3ZIMp1IP7O2vS/Xg3a7AcjwzsOyDr0T2Eq/ACqe063gCrAB/Mm5XYIXKkhVYbtTbftnXurUKoWQ6ngNOiBbCnmCIe+/4zDMDq7sthPbcw5Acx1FZxyp9sRlYkfQAqzsVWB3X0Wy1ENrhk+RtIUwGWBsUrwCOz7+K7X/6EPe2HFoIy0KpQ9wLLcBK/n6aWiOKWMPawyZ5H9NCiGJHgAUAALop9gbeyRJglW4FVjLACjnetkFP9YBSWgjLUqodqMCSJJlMAZaU1zZCb/tfNyqwQqlVXMiVcV25zclKIdMe4IB3M7NbCAd2c4i738qz5WG7AiuiSOKx79NCmG0Gls9qf/GAprI87Gnlk7wBVmNzRMaYjgBLqiiTttrCqsDyaSGMZBrinnUVwsL622ZXYBkZNXYEeY5r5ISqrMuC+3cGpYEACwAAdEumCizHcayDm8J6k7+52DOwUgtzUttfjHFzrMAKcIuUPcQ9XC6nvF/y63wOcrcOrJ2urEJotxBSgdUtUWuAuyR+j5tRvAKrsjysmsourumVmIFlH0Z2BFhlyQoso2hifpWMVJathTClAisUSs7XSq3AqioPK5UnwGpp17oNLVq/KXYbtxnqKmz/KJMeYGWqwPJWkBV2C2FbSoViY2vs65BrFA4l/+4QYKHYEWABAIBuildg+byd6Dj4yOf8ot6VjO9CKcGGPdDdNSYlnCHA8pVpBpYktTf1/f7EWQGW6W4LYck+B3qXa7UPSlRgbS7GmMRw88FdrL6SMq9CKEnlHZPS4zOwkpVNnQxx97nOeFgUD8HsCqxUqUPc33h/Q+Lnjhnuff75tRBmGuLuaSEMOwqH0ldHLASua9JuQ2Nrx9/nqLcCyy3Ztn4EBQEWAADoJp9ZKIlzQinblBjjbSG0eSqwXNc7wymcrYUwyAFWthbC/AVYdvufb1CbUTzAYnZTd6VVYPF73CwaWyKJYKbrA9yTAZDjpFdglYVDcpScgRVxTaIIN1bwZM/Nsmdg+QRYVgWWMUYtHQFWdUV6gOUd4h5JtA9K0rbDvNftV4Fltwra0lch9L8s39IqyIzU2BI7L+S6csqq5HTsr3FK9G8yAqOLNaMAAAAxJsMqhB1nxrYp0RZCSVaAlVqBlTIDzBNgpVZgWQdjQQ6w7Cq1ApqBpW4epP5/9v41VpYszQ7D1rd3RD7O6z6rup7dPf3mNDkQSVEDyhpbgh4UAXFs0jDh+WEbAv/Yf2SAICDQhiwa/jGGIBg2DFiwLduELds0QYGUZVskRYkckhrOkENyOJzume7qR1XXs6vu87wyMyL2/vxjv74dGZknM+85dc+5dy+g6ubJjIzc8dg7Yq9Ya33RbqhKFcJdYfoKrFKF8FIgKxDe2TLAHUBUFGajniezXLg6oTPsLISSAKK+Amu1hRBICqzOMprOxuvNkALrYJKHuH/8+Nwvq7L8K2BViPswOdotVSG8ngqsfvsZjLO5aysZBuoxiBkMgi0EVsENR1FgFRQUFBQUFOyIVSHueKkysNYpsAwDMGnCSEsEVpp4lSqEAFTlyJ/rkoElFYQ7WAhBAAqBtROWLIRFgXUpkAHud7cNcGdekX3oppSVChZCgrXWK73c8rqfgYULFFg6KbBkhb0hBda4Vqi8ouq9T09jJcKvvj7NVFNAIrC0ojhWtysUWNJCqJeqEF6ffi0D3B0YZ17AqCwD1TgpsF5UVXTBS4NCYBUUFBQUFBTshHQjPHQ78WITWADHaKO1CizuKbCWqhBKBdZLPEEPBJb2hJ7IwOLnmYGVTVI3v20mkYFVFFi7wZzlBJYtCqxLwcPTNB5tq8CSAeCDVQh9BhYD6KzJq/gtZWBtpsAyNtkHgWEFFhHFIPeFIDq//sbe0rIsfiuGzm8Q4n6dqxAuK8gYZ3M/BlkG9NgRWQCYrk+7Cwp2QSGwCgoKCgoKCnbEagVWmJy8uBbCDTOw+gTWWgXWSzxBD+qzkAl2TSyEzLspsOKyREU5tCOWLITtS9w/LhGZAmvrDCyZCSfhFVg6kUtdFyyEbqB07sIdQtytzRRGkwEFFpBXIgz4xhuTpfckCRdysBYrCKycgLu+VQj7CiwG42zhtk0ZBvRIKLA4H9cKCm4YCoFVUFBQUFBQsBOGrSThHf/eC3qjnFsI8+2XYd+WGejShHFdBha/1ARWsBD6Sagep33zXKsQiknqNgSWCHEvFsLdsBTibgoReBmQGVhbWwgzAksGsrvXoyqNZ63hXMGkGNnU80IFlvvcWMasSWPjuB6evh5OcgJrOqrw1v1lhdmgAmtFFcJgEyQiqJ6F0F4nAmtQgeVeOQVWDRl9xXiJrzUFNx6FwCooKCgoKCjYEWsUWC98iPtqAksqsooCa0OYXIHlcrC8Cut5ZmDtSmCFyTkR+BpNdG8S7FlRYF0FHj2LhTB7ILFsIayqVB+ssxZtliGF1QqsgQcdYRy1lnMF1oCFEAAOp3ltsm+8cQRSy31PknBBgdWuIrBMyO+i7F/geiuwAMb5PCiwrMsW5GTrt1z6UsHNRSGwCgoKCgoKCnbDmiqESYV0fW7yLxerLYSyUpUFZyHu0P0MLDHpekkJLGa7nIEFpCD39jxVvPy8ISbWRNvcNnsFlqaiwNoRy1UIiwLrMvDIWwgPJnWmmNoM6y2Etdbx/bYjr2AKFkLuXSt2U2CtshAe9CyE33jzaJAYG7IQNqsshPZmEFiDVQgXrq3KMkAaKhBYzEWBVXCjUQisgoKCgoKCgq2RV6NaF+L+Yk7emddYCLMQd1ygwCoEVhZeL/dHUGCxBbrcTvZ5IVecbHHbHDOwivVtV5hZz0JYFFjPDGsZT87ceLR9/lXfQighM7DcJ51hdMbEZxhLVQgzBdYAgZVVIbxYgXUwyRVY33rz1qACmNlGQlxaCIdI8mAtrDyZdn0JrN51lhnncwKztxAuKbBe4oq3BTce1cWLFBQUFBQUFBT0kW7eX04LYdoDyyHugNt+nwGzlsCSVQiv/wSd2QKPfwQsTpY/rMbA3a+B+tt4EayYTEkCS1QiRHsO1NPt1nsZkOqpXSyEQLEQ7oh+FcKiwHp2PD1vIlFzZ7+G/fD7oKP7oMO7G33/IgthIIQAoLN5tlS/CiERgYk8yz8c4s7WolvMcX6acvA2CXHfG1d4694+zs1nw9sBA0KFkWyvYdRV3seDAqvSV6vA4vkZ+NP3QG9+HSRUqO3jp5i//zEOvv11kAjI/2z2FESE+5MjAMMWQsPAvCWvwDrJFKRcLIQFNxiFwCooKCgoKCjYAfLmfcBCSMmu8GKCI7exnIElFVjrQ9yJFFhpp0K6AQQWPvg18I/+i9Wff+H3gb7139punXK7RSYY1XvpLGvPANzbbr2XgvXn+WqIZV/QQgZXDduzENruBvSPaw4Z4H579gna/99/Chrvof6lfwdUL1fsW8YKBRYFC6GKn3RtILC8DY+AZRWjBtAN9hGtCPb8CUgzHv/wNwC8AWBdBlYaO77xxi0oRcCKbCtnI6wiMQW4HCxJwAFCgRUJrPT5ZRFYzIz2//u/Az/6CPrbv4Dqn/8T7v3O4Af/0/8VusfHeO2X/g288ov/MgDg09lT/Mc/+nsAgD/51X8e9yZHaNrcFhmIt7OFAt29Bdh3oI72AD4vFsKCG49iISwoKCgoKCjYGnyhAkvF5Z5bftEVgtkKBVbfTCMqVYHBUoFVDdh2gpVmwEZz3cDHH65f4PGPtl+pEQqsoQws4PkFucsMLLX5bXNmI7XX/7heRyxlYBUL4TMjC3BvHgIAeHEOfvTJRt9fbSH0CixBCDkFlokfK0Ie4g6sHfsUMUi7UXZO6RoyXkFg/cyrB1Eh9Ye+7shuqRiT16lQiVASVkNB7iZmYF2hhbBrwI8+AgDYT36Y2vPoCbrHxwCAs+/9OL7/yflj8fopAGAhCKz7RxMADDBwvlDQY3fNUTFgv4S4F9xsFAVWQUFBQUFBwQ6Q1qrliX1OajG2U69cf1hB4C1bCPsZWKsVWO4LlbMZmhuQSyLsfvS1PxIVU/z+rwKzR0BzBjZtZoPZap3rLITPAcwcz1zeJsRdLlsUWDuhbyEEM9jarYjEghwhwB0A7ihBrM9PN/o+r8w09AqsSiiwDGKIe6W8A3eJwPJ/DymwKI0LM6PiZWS6wkJ4+2CMf/e/+8/g+LzFN9448u/KIgwV2Gc/hSD3kRYE1kCQeyCpqsEQ90vq1624PszScbCCsLWLdKw6sa9ar16VGVj3Dsd4/6FXYM016BbQvyKXDKyCm4xCYBUUFBQUFBRsDb7QWtUnsF4sWDGJWGchNMw9hdEKAgu4GRZC2cbX/0AknPjJjx2BBQCLp8De/d3WqaQCay+9bp+XAksoDXfMwCoE1vZgZpjz5eB+7gxoVAisXSEJrLs67V/ekMDCCkVTqkKYE1idVx/qqKBaRWANhLgjtfW8c5mCAK1UYAHA63f28Pod0VzIcbqOxE1QYFWCwBqqRGiMV2B5ZZlSBAKBQ77hZaAVx2F26khzokxxaEVBg04oOgOBtZAE1tE4Xp9P5wRSBBCJysAAsyAvCwpuGMoVoKCgoKCgoGB78HoLYWbXeMkILPknMycFltK5wiiuwL93AyyEkYwjyqqI0UTMGudPtltnRmDJKoTPX4GVTdi3UmBJFV4hsLYFL5o8QD+83xblyLPgsbQQUk6cbIJhC2F6VWkVid7WEIy3EEan3ioL4VCIO6f2nTWBwFqtwBpur7xO1eJ9r8DKQtzzNjAzOhsysNJyQYUVyK1nBUsFFlugccpD7lYosASB1QQFlrAQ3jscI+yr2VyBlDO1Z8pgW/pRwc1FIbAKCgoKCgoKdsAFCqxsovLiTeDl3GVYgeXesyyqEK6qzhdIm5tkIVRVrkia3EqvtyWwVmZgJQUWPy8CS5znvFUGlli2VCHcGkv2QY9SifDZ8NgrsIgIRyT61LMSWDRQhdCkEPdKrVJgrcjAYgMtLI7nLcUsxXUKrOUG5wqstB0DGVg9BZZUWFXCOhgJrEtTYC3yv70aTpK1UoHVZgos93rRsxCGB0znMwL8uEUsshmLAqvgBqMQWAUFBQUFBQVbI5/IDN1OvOAKLKEO0WsthBAE1kCAO5ApsK594H1QS/WVZJPb6fWlKbCEhfA6hLhvc9v8ghO4Vw0zW7YPAqUS4bPioa9CeGtvBC2qo+5iIUzkbjrXXbW+oFCiqGDSqxRYWJGBZZ9CievGWasAtiCiTDV1YXMzC2EaW2KIu7QQmtUElsy+UoHAuqyxuskJrKCGs0JVZeZpmY4HLIRi2bsHwULIOFuouM8JFC/LXDKwCm4wCoFVUFBQUFBQsAPWK7AyW+F1J2V2gM2ykfLPMqsGAISJ4ioFVlAdMV9/G+EGBBZvTWCJyZTMwNKj9DvXIANrKa1/HeRJURRYW6NfgTCgKLB2R9tZnMxcX7t3OAJaocKZnWy0jqBcAsQYL871UT8Dy1iAhQJrTRXCjLy3TzICa9Y6C+Gk1ltl0eUPWtYrsLqeJVBaCgcthJfUr7ntE1juWGQWwtki7p/MQmiWQ9zvHqaxeTZP7VaUjk0hsApuMgqBVVBQUFBQULA1smyRwQmFJHFePAWKrEC1LsTdWptIn1UElsiSgr3mE/Rg91O9KoPjozSRnT/dbZ1ARowRUapE+ByrEKYG7WghfAHP/6uGXWUhbIsCa1c8PhMVCA/G4C4RWJsqsHJCiOOrgCojsCiSPIn/WRHiDiDrJ+YxNKW/GQCYt7MP9taZWQiHFFhrLIT6Si2EPbXh3JH12bnOHP/uhiyEXoGlFeFwkobis4WOf0gFaalCWHCTUQisgoKCgoKCgh1wkQJL3mK8eAoUiw0JLGmNqS6wEAK5Guk6IpJxOYFFqgJGB+6PZ7EQ9tYbg9zb8+cShk7YjcCCyMsqIe7bY6gCIVAUWM+CLMB9f5SUocAWGVhDY3k6152iKYW4BxVTrEK4pMAaqNbJFrDH0P3LCtutAtyBvO9RloFlRXsd+hlYUpGl9VUSWBcrsADAehuhtBA20ULo2j6uNKA67I1d284W6XhkdYG5EMEFNxeFwCooKCgoKCjYGvmkfL0C64UksIQyp5+BlVUhlJOci0LcgWutwGK2qy2EQLIRtufgbrH8+SrYYQUWAKCehh8HumFS4yqRKQ23CHHPJ+Yv3vl/1ZAWQjVNxG9RYO2ORydCgbWns2GZ52eb5e9lmXABeQZWeL8zgeThVIVw6VohCKlAzNinACwUMTiz9e2iwErfVxAZWMFCKIipdk0GVqUGLIRXUYUQiAos2zvX7cwtNxTiHtRjo1rDcov9ifv8tBGVYkkh8IiMa/6gpKBgDQqBVVBQUFBQULADZHny5dsJohfbQmj5IgUWLS1HF4W4A7ka6bpBkmt9CyGQB7kvjrdYrwxxX6HAAp5PkLskardRYBUC65kgqxBWR4fxdV+VUrA5Hp0mouTupEckWQM0w7ZNicEqhCsysBYtRQL4wgwsIPU1+wQAoMGwC0no8/YKrIsshOsUWMImXg0osOxl9euehTCEuPfJ2hDknlsIfQaWtxCOKgXmFnsTn5dlCIsutJ1Avs22KLAKbjAKgVVQUFBQUFCwA9ZbCPGCWwjlXGeJwBIR9tkkZ4UCi26KhVC2rW/1A0C7ViJcVYUQAI0EgfU8crCkg3CL8GgSJGbJwNoe9lwSWAfxdbEQ7o5HwkK4RGABwAY5WPnDiIEqhMJC2HQUl1lZhTD72x9b88R9hyzsXBzvHTKwMsKNlkPcRyIDq6/AkhZCGeKurthCGI4Dt/m1wK4jsLpgIVSw3OJgkr53sog7H4FHLBbCgpuMQmAVFBQUFBQUbI3MWnVBFcKNrCk3DJkCSw0psJaXu+kWwlVh6xG7ElhmDTFW76XXz6MSIYlzV20zeaYkTCkZWFtDWgirW5LAKhPvXZFZCEfL5yTPNuhfgxbC9KrWKiqyFi159aGoQrguxJ2tz79yRSCoZdg2J8wm9ZZTVzlOY1mBVa0hsIz4ezjE/XL6NTerMrDya0EgsFqRgdVZi9aYqBYb1RoWDfYn0SuI00WoFglhITQv5HW54OVAIbAKCgoKCgoKdkAmTRn4/MXOwJI3/+tC3DfLwJJVCK/xBH2NUgrA7gTWphbC56LAyqR2W3xxxTlQsBFkiHt1K1kIbVFg7YxgIayUwkG1PM4E4mQdgnIJGM7AqoWFcN5I0id8aZ2F0AD2BEGJZU+7JfHi5BkshEQDGVhrLIR5BpbcFhU/vxQSqJ8X6BVYSxlYUYGVt/NskZR141rBchcJLIIgsECCwLIoytCCm4pCYBUUFBQUFBRsjdxKMnQ78RJlYPU+k3yWxSYEliBtrjWBlZRSdEEGFm9BYPHaEHehwHoeGVgXZL2tBqUTgQqBtS2khVBLC2F7jS221xyhCuHtgxFUN7Aft7IQDlvIZRXCResthLxGgYVeBpbPvwIA+7jx30+/PnkGC+FQBtZobQaWKNQxoMACgEvhpvtVCOdnYLZLGVh2toBlziyEAHDWJAJrVGmXgTVODZMWQjkUWVzja01BwRoUAqugoKCgoKBge/BFFsIXOwPLZAqs/HYqsxDKGU61KsT9hiiw1ln9AGB0mEibXS2EfQLruWdgSQJyOwvh4DoKNkIW4n4oCCzz4pHhnwfmjcGscWPL3YPxcuU7ALwBgYUsxD0QtHkVwoBIYAGpCuG6DCw2gH0c/zQPXX9PCkbGeEsFVmgvgUCQY8vFFsJO/C2XkwTWZdgIl44FM7A4XyJrzXwBM2BHPl2ka8a4VrBok4UQwEkQMxJiBhaYSw5WwY1FIbAKCgoKCgoKdsAFIe70YlsI11Uh1FkVwhdJgbXeQkhKA+Mj98fi6W7rXZOBxc8jA0tgiKhdt3TsAyUDa2uEDCw1GUONhXKmKLB2QlaB8GAEdM3yQrMNFFg8QGD1MrDc++QJLABgRF7rIgLL+HGDRrBP5uFH489srcCK3yWQ+K0Y4r5OgSVC3PVAFUIAuJQYrCEycXY6mIHVV18BwHkjLYRBgRWIu1UKLIbl0pcKbiYKgVVQUFBQUFCwNfgCa9WLH+K+OgNLVqtjFntqoxD3m0tgAUg2wnYG7me7rFzvOgvhc1ZgifOc9Ra3zdkp8eKd/1eNkIGl9yagSmQXlQysnfBQBLjfPRwv5y7BkSYXYdhCmKuTwvC3aCleJ1aHuEsL4RkQbG3qDuCznRJntr2FMCmwVKbAChbCOlNg5f20yzKwrk6BhWa+/N78dDADa4jAmglSd+SrEO5PUrtO5iIDS3xP5pkVFNwkFAKroKCgoKCgYAfIG/chZcqLbSGUzsB1Ie65AuuGWwjXha0HjG+l15vaCMN6ifIJLQDSdSL+nncGVl89shYkusWLd/5fNaICa28KqtI5UaoQ7obHQoF152A8qPrZJANr0EIo6xESRbtd4hp5TYi7VGCl32ccgYKySAy2k3q7vsQZgZXOIxtC3IWyaqkKoSCnVmVgmUsIwRq0c87OltSGdr5Ax0MKLGEhrIKFMLxDWRXCYiEseBFQCKyCgoKCgoKCrZEpsC6oQvgihrjLLBK9tgqh+ODGWwgvyMACQLIS4aY2wrDNqh4+l4KN8HlYCGXWm9ouAytO8F9ABeJVwrYduHHnmt6fFgXWJSAEuAPOQsjtsoVwkwysYQthPp2sB5SKOjAnSySwVGCl3zftFMpfY6KCl4HxjgQWoEDSRshbViFcYSF8VgKL2Q7bOecngxbCdtBCKBRYtXYKrLF1vDkBSXxHvatysRAW3EwUAqugoKCgoKBge2ST8qEQd/nei0dgZRZClW9/XoUQafesJLBuiAJrXdh6gCSwZo+Hl1m13lXrDEHu3TybQH8+kFK7osD6PGBnyVKl96ZQdTov+raqgs2QZWAdjldkYJ1cuB6+IMQdAOqqT/RyCnFfshDKv71FmGrYM4IOY6zo8tMVws/VDfYKLP87we4etkMSWM2aDKzVIe7P2LclkSjrPsxOYZteiPtsvsJCmCuwmFtoxZjWBgTgNFgIKa9CWBRYBTcVhcAqKCgoKCgo2Bo8YCFktiI0VwbmvngT+HUZWEo+57Zi61dWIbyJGVgrZpIDCix7kQIpKLtWqLqiAov5OeVgOWyrwEoz0hfv/L9KmLN0jHWwEAYxW7EQ7oRHMgOrbyH0YzXPzy4kiDla2FY/wBhSYFVCgcXM4jrh+5RSQCBU1G2Y89myAgu5AmsTMlsqsFxLtX+/8+1Kbe36FkJZhfASLYRZZdo2kbW0J+3XIsTd/5ydN8MElrAQjmodlVUHI9f+aCGEUEszg9FdPDYXFFxDFAKroKCgoKCgYAfIEHcCHz9E+xf+F2j/8r8P7pqluNgXDTIfZakKoepVIQyf3/gQ9+0UWDx/gl/56Dv4v3zvv8CPjj9Zs94wcR1eJz3XIHdx7g5aZVehKLB2RQhwB4Dq9hSTL7yPL/4PvwU11cVCuCMeeQvhuNaYjnSWu0SHd9wLZmAxW7mO7u/9ZZgf/kNgfuoMsrE/5P0iqpWYwdaA2UYFVmfP8cn5X8Wns78Jy10izxSDTx/BPv0MrG7BnM+hhhRYlfuDf/jXwf/Vvwf++B+t3W6ZgQUA5AmzQH4plTK7lqoQCqJpVRXCbQms/89vvI9/6//46/jPf/Mj1w55HI7up3bPTsFtiy/8y3v48n//CNO3KtjZfDADa54psPy2MWN/ZAAizJqgJqOUgQXGbz38Kf7Pv/s38I8f/GirbSgoeN4oBFZBQUFBQUHBDsirUNkf/xPw6RPww4/AH34fuR/ixZvA87oqhIK8SBUI69Uh4DeFwDIXZ2BhfBgnpc3sCb77+H00psN3H7+/er0iA2sQo4P0evZoiwZfBgRRq4sC6/OAFQTW5O0aVLWo746x//VbRYG1A+aNwYNjt0/vHY4d8SQshHR4N77mFTZC7lqY7/xtgNgvI8e8gQwsy+60Z4CNiRlYp/Z9GJ6jtU/RmAdJgcXGXSeaOfh4DnOWFFjp+sEY1xbczsAf/n3AtO7fdViyEAYFViKCgmKsMasthFpWIRQKs20ILGbGX/tHH2LRGfyt3/aEfkYk3ksLz09BusPBV2voMeHoWyPYRTOYgTVv03tVlfbVQZ3eP50DIErqYGb8zuOHaK3Bbz18b+NtKCi4DigEVkFBQUFBQcHW4L4CS9yI9xVYL6aFML3WPWJK8lkcFgw2uCHcFAIrsxCuUEuRAibOCtMujuP7QxMvwKsFwmerVF2Hr6fXxx9s3t7LQDZP3zED6wUkcK8SoQIhAOi9FOyvRgpcMrC2xg8+OY5Wsa+/fuTeXEOcDOL0sSOjFAGmA8n+3CPwRzIDK4hPfddpbMrFs+gQrX2yby2MsxD6NrOsQlhZ4Ol7qU/Nn2QPEySYWVx7+gosE78XAtqXLISbVCE0m2fynS+6SDZF21+TyFpMD4HKkfg8OwWJjCo1IqfAuoDAqqvUnkRgEU7m7t9wXWYG5satf2YWxUpYcKNQCKyCgoKCgoKCHdCzVkl1TpcmJg4vXoi7WaPAkoSWYQYTNiaw+IYTWACAsSewTBsVEGZVXs0mqq6jt+JLfrpGyXUl2LEKoTwntnEeFuQE1rSK+480FQvhDvjeh4lI/sabnsCSIe4HUoE1XOmTT73yMZzXjQyBz6eTlVYZZ0sANDEMMVpRaZC5yzOwwvvzBvZ8Bh0ysPzQoQioKwM8EYoh0wLdKttj/pDF/RsUWBw/D4Tb+hD3Z7cQPhQ5ZNGuKLPI6jFoeuhez07AnMZGVRPsohm0EC4kgaX9eplxWHfueBFwMnftDAqsxjJszBgDGlMqEhbcHBQCq6CgoKCgoGBrcM9CCCPIDdO+BAqs1RlYsighs/9jUwXWwATl2mCTEHcA5HOwOlDcns6uILA2yNWi0QEw9ZPs04+fG8lHWymwECf7RACv2v6CJZizREioiU77sVbFQrgDvvfh0/j6W286cplD9Ttdg/aO0sIrFFh86pRTHAY3SbysshDCU0QEVApotP8jrBMmFftQyn3UGaCZ5RlY/t9JxQB34Cfv5o2bPxluc1YxMbcQxt8HUHtyal0Glgx7zwisLZRLksAKZFmWgTWaABNnl+bmPIXaA6CaYGbzQSXropMKrBSyP2QhDNflhXHLBMzMQFXKgoJrikJgFRQUFBQUFGwPlpODngLLtD1byYtIYK3JwMoqPcHti00JrGv8JJztBmopIAa5d6BoD1ypwNqQFIsqLGuAk483aO1lgdM/W1oI41mhCLyF1ehlh1RgqbEgsCqCba8xwXsNMW8M3v3UkVJv3NnD0Z4vJOGJE6pHoEnKmFuZgXXiFFiBwKLFPNM3SVQVLdlmK8VY9PhpZrOkwOKmA5peBpbvOpOKwd05cPZpbyOfYhiiz1FuIYy/j5SB1a6xEEoFlhzvt1FgPThOZJVldt+VRGA1Bk39sWBAcSKVVA1w26EbIHCbNrWzrtPrwyot6xRYaUxaWGSX5VlXCKyCm4NCYBUUFBQUFBRsjVxVRWChwHKvX3QFlgj47WVgaZJVCN08gV4EBZbZoAohEDOwOqKoIjCrtmtDWyIJG+Hnm4OVVCDbKbAoES+KgKLA2hgyxF2NVCSESRcF1rZ45+PjmPX0zbdupQ86T5zUY2CaCKyLFFhxWDedUN3m/WKkFXqXB1QKWFSM/LogrObRmtiBmxnsLCmwQvvHGkDzZLlxi2ECi3kzBdaodp8Zy7CCkDLSQrgqA2sLAuvR6SL7u+1sTmCNxhmZqEhkYNXe+tfk6wD6FkL/mhmHlYm72ymw/FjEnsAqCqyCG4pCYBUUFBQUFBTsAPn8fb2FEKvUNzcYksAilSsQiGJUbhIi1PurV3YjQ9zXKbDuAADaTRRYghSjdaquW1+ML/n4887B8qfw1lUIPRSKAmsLmLPz+FrVSBlYVcnA2hbSPvjNN5JVMFoIq1FS/cCFhw/CZ2CxVyIRI5EvPQVqpVUWvA4ApC263qzThgws8X1uOmAxgzk7jxlYwY44qRhoBsiqFQoszrIXBxRYnsCqRFVBqcKSFkJZeVALNZYkuS6CtBACQNMZcJvIWqrHwCRdJ4jyDCwAaNtloqnNsrrCGM041OlBUgxxJwVixsLkD5aKAqvgJqEQWAUFBQUFBQU7QE4OCOhkiHsLeYvx4iuw+gSWWC5Uo1unwBKTqutNYG2pwIJKBNbKDKwNg+H37gHVxL0+/mBl5bFLh6gk2CcqL/xiIF6ISgbWFjDnclKP2KFUpcDt9bXYXkdIAusbIf+KbQpxr0cxdwnAagXWyeNkhw7vRfVQn8AiLz3l+LEd6NoxAyv0K0JUYJmzVIXQNxrjioFuOWSeV2Rg4aIMrJ6FEMgJLFlhcGUVwq0shPPs76avwJIh7gCUFhlYGoACGhGeHw5FKyyEVZUI3qM6fJ9wMmd3lJSCsryswCoEVsENQiGwCgoKCgoKCrZGRkoR5USE6XIF1gtJYKXXy1UIaXm50WoFFhEl8uY6E1hBLUVqfUW+0QGgNFpKIe6rM7AkKbYmGJ4UcPSm+6M5A+aPt2n5ziBZCY22JLBCHygWwq1gZ4LAUpxlYBUF1uY4X3R47zNH+Lx5dx+HU9+/BFlB9dgpfyr3GQ8QWGwN+PypO52r2oWBM4A25GD1Qtx9X5ejPo+APtEVM7DIZWYRRAbWbO4zsLyW1aYQdwDA4RtAGINWWQglgUVrLISVILC6YQXWZVchBDyB1QhSq55kZKJS+bmuakIrHhRN9SitB05JRsF2GCyEHqfhZ0iBLGNhCfIIzYuFsOAGoRBYBQUFBQUFBdtDWuhAPQthnoGVq7VeDEhFkeplYCkZ4s4AEwHVdP0KA4F1jUPcI7m2TikFP1kc38pC3C1zVrlxaZ3A+mB4AHT0dvrjc83Bgptgb2MhJKnAAtgU4mVThCqEVFcgMn43EqhSZT9uge9/JPKv3hSVBqVathoDQMpeGrIQnj1xY5nyRHvtvgNj/Fifj3/UNEsh7rZaJnqiAkteKpoOaGawZzNotr46oVN0TSoDeLUU3f4yMPbbtMpCyD2VMBKR5T6/wEIorHlaViHMHlBsRmDNG4PzRf5wou0sOCMThZ2TGbo3zFIFdJLA8seuM253jysNy+FzxkQBI7/fXYg7AOUJLJOTiUWBVXCTUAisgoKCgoKCgq3BPQshixtrNm0+UXghFVhrLIRZULF/vc5CCCRS6DqHuAey6QKiCQAwue0ILLYxA21QhbVpMDwA3BIE1tPPKQeLggJrhxD3TIH14vWBq0LIwNIHUwTym8grsNprrFC8Zvi+zL96UwS492xrAGKQOy/OesSPsw8CABSBdOVUW3JdfQVq2zhxjyjgyRUAEGolcri4A5CTwtx04GYOc+4UWKRcMQRmYFJzIoZvfxkY+23q5uAut+c5DFkI0xgTFFi1UFflCqzhKoS7KLAeniy3rzUWaHsKLEFgqTpftxoRWvGgaK9yCizj86xGtYJFG79PDByOPYEVCnsSeQVWuC67z2dmORy+oOC6ohBYBQUFBQUFBTugp8CyaxRYn1de0ecIuUXDCixn0djEQui+dAMshMHudxHRBIAmt52FEBCVCAfOg01ztQBnG/Lr/NyD3Bkpq2cjJAUWigJrKxhvIazvCNKXqFQh3BK/6wksAmUKLBYEFnkSJGYvMYB5njPFJz7AXRGgK6CeBF4X3MzRn06qJlfzMBiVDkHsXxDvd16BJaSKTQc05zDnMyiGU1x5BdZ05AklXQFHb4Emt9OPDKiw8gcnIcRdPlgJVQgTiSYJrJVVCIVia3MCa5kgGszA8ko4HiKwqkRgaVIYecu1MW75caXALILfARx4Auts4R+6xAysWGYEADDrrrHyt6Cgh0JgFRQUFBQUFOyA3uRgKcRdqpBePAuhVGD1M7BUPwNLaUCP16/wJhBYQS21rgJhwMRbCAER5D5A4mxa2RAA6RFw8Jr74/zBCtXFJSMcyh0UWEGJR7qEuG8KtjZmYFW3egRWXTKwNsXZvMUHD5yS7a17e9ifiL4lK9nVnsAS2Uv9SoTsKxCCyI1lVe2IJwBoF0vPJ1TTU2CRd/4RMNavRhLJ+gwsls86mg48P3cKJFiQUi4jkBnjQOgcvQ6qxslCCKzIwbogA4tDdpRQYAnSSpJTmYVQKrA2rC66isCKZKLSIF31FFj58mpE6Px4WSmNWmsws1dgAeM6WQiJGUQKB+OUR3Y2h1BgxeoUAIoCq+BmoRBYBQUFBQUFBVuD+wosmYFlu2jZCEu/aDBrCazwyps0qrGbhK1DCCS+zgTWhhlYAIDJbbThHLBrgtw3rULoQUdvuRfMn2sO1vYiwrwKYbEQbgY7m8fhojoSuXEEkFawRYG1Eb7/0XEco7/51q38w27AQjgRCtF+kPupsxC6DCwNgKDG/thYAz59ki2u54tsyLdgKMUgEMbqXiSRQgZWNjY2HXgxA8BQ7EljIoDYhbgDoFu+mMNEbNdAJUJphRysQgh3Lq2sQniJIe7DBJYBGvc++eNAunbHhBkxci9U4awJnR9LK6UwUpWrDcHuSjOudbQQkgWgKFoIAeDEE1hsGE3cTPf5oms3zvMqKHjeKARWQUFBQUFBwQ7oVSE0qxVYLyKBlWVgqSELIQAGLBMwuiD/ChAKLLOUQXMdwCLLauMMrLgf3KSrG1IhyfNmk/Uefb45WES7nrvi/FdFgbUpzHlS1VVHk/iaggKrZGBthO99eBxfZ/lX6FsIPXEylQqsk3z5oMBSQEgWJ2GJ5s/yfkjzmVdgSQIIGBkNIg0itw5n4VO5NbfpAGNBiqHB8TMixqTyfejIqzAvtBDKPhcshFKBtVyFsJEZWILMkqRVRmBtSPoMEVittBCOxLk+PQAYoDAc+usL1UAbVGOkUQcCC85COBIWQhUIrIkksFxVx3ZgKGKUSoQFNweFwCooKCgoKCjYGixu3AkKLBRYLsRdWghfbAJr0EIY7DMMoJrgQkj10ZDV7nljm7B1IIW4A0KBdZGFcIP1BgUWAP48FFjh2G7NP1H8LikU69uGCBUIAaA6ELZbIqhKlf24Ib4X8q+I8I03jvIPByyEmBym95YysLwCazyJ1kESii370/ey5Wk2R3/U1woYWcfIRAUWd+464dfJfpxga6GUTQosRSBijCsf4r5317f5dmrjRRbCWMtSKrDc51KBJUmrzqurtKLseibH+2fNwOIQ4l6nc50mBy4Dyzc1VD9VNUUVa6U0aqURBIkMRl0RrM8bVJYBUl6B5dp76n9qYWUlxtT+ecnBKrghKARWQUFBQUFBwQ7olSg3a0LcX0gCK73uh7i7yY7bPxbYgcC6hiqTLGx9A6VUvY8uqB14nYVwu/XS5FbKvjn56OrVapehwCJK6rWCtbCzRGCp/ZH4hFyWWLEQXoiTWYsPHjoS6ov397E37hHDnSCwBhVYyULIbMFnT9wf+0nJRXUis/inP8mIEHV+vjTka80Y9wksH6IeFEYwPQILLnTc8UXeQqjqGL+F0WEimC9QYMUMLKnAClUIhQKrHVBgVT2F7aVZCNsuXjdJEFiYHLgnHzoQ4P73RwTrx5FaeQWW34XMwLhK7SLDXoFl41AULIQLHrb3lxysgpuCQmAVFBQUFBQU7IB048uMJQJLZmBdR0vcs8LKgN+hKoR+QsdMrjz6RZDkzbUksESbNrD6ERFaPzkO370wA2sTCyEA3PI2QtMApz/d7DvPiK3jYSj+D1AAbxj2/LIjsxDui/OBAKqdAotLVs9afP+jZB/8xptHywtkle+CAisRWJAWwvPjqKCk/bQuIgJGrn/z/Az8JPVDOp8tPbKoFDBi91uKggLLgiWBHSp1RgLLkTdKM8DwBNYoVjUlpYGRb/cFGVgYysDiZQIrtxB6BZaWD2Pyv2WlwlVoO4vj82V7XruQSjhpITx0A45XnpFXiNmRBvvrTqU0RkrHXeYUWIJEtO77ByID69RbCFOAO7BXJXJz1hULYcHNQCGwCgoKCgoKCrZGFuLeJyZesgysvoUQAMhv8+YKrDSxwpDV7nlDWAhpE6sfgE75yTEzwAZmIAeKt7UmQgS5A8Dx1eZgxUP7LCHuJQNrY0gLoZqm84HIKbCAYse8CME+CADf6uVfAQB3F2RgCQthsA8CACSBBUqqIWvBH72TPjtbVmBNlYrqJ0I6rszpeEsFVsieq7QCKQswY1I7BRZYjBnBRtie52OJa5ho71CIuyewVlgIjbAQSmyrwHp0mvb34TSRsk0jCSyhwJo6C2FUXgUCa5yUnLXPwApdwTJjJPleawFSOIiXHnIKLCBTYN0aJZXjrGRgFdwQFAKroKCgoKCgYAeICbnpTSh7FkLePkDo2uMiAis8pHcZWOOlz/sgqcBamohdA2ybVQWg6+V6dRdaCDdb7+eag0VLLzb/YsjAIgKKAmsjrCKwQATySpliI1yP732Q8q++3s+/AnoZWH5sEgQW5kmBFQPcAWBP5GSBk2rIMuxHP4if0OlpIrD8ODnx1QtduwSBhaS4i344y1Da9RddKahAYFUMVhUAcfyzIPcn2WbmlXJXh7hLAqvJCCzfhme0EEr74Ot3UkGPZiEeCmQZWPtu/2mvwPIPN/oKrFpVqxVYxvaqEBJOZi5DbB4ILAZujdN1pyiwCm4KCoFVUFBQUFBQsDWyyUGPwGLTZhbCF1GBZTICa/l2ikIGFgNcTS9eoVRgXUsL4ZYZWABaSUix2SDEfUML4cFryW541ZUIn0GBFae5CkWBtSFkBpYeiz5BXtFWAvHX4vi8wUePzwEAX3plH9PRACk8YCEkXUcyK8vAOk0KLN5LJBeBgKp2+VXM4I9/AGYLu2ig2gahw4Rus0c6BcBLFZSdp4V6Ie6Aq14Ycuhq8ivkNGbQWCjMloLcRZ8b+u0LM7CCCqynwBIPLOwGdtYHx4mke+1OuhY0ixUKLJ+BRaECoyIABB4phLKDldIYaUlgAXUlFGfGAkoJCyHBCcEIC06D2u26WAgLbh4KgVVQUFBQUFCwPeSNe39CaTrhvXoxqxBmFbYGFFgqZGCBNlJgXf8Q9x0UWCRJOYNuiMTZYb1ECjh80/2xOAYPBDg/fyQLIYhKBtaGyBRYIzFNCXbMShUF1hp878OUf/XNAfsgALAgKqhKFjIKOViyCuGJVGClyoPk/0M9BiyDF+fgR5+gOzlDxZwNkEoBE1JCkZjGBcuuYiEAcC8DCwAqat0PMWOMsF6pwBLb2BsHZAZWrEI4FOIuFFityLRKIe7PZiHMFViJwGpb8VBAKrCmhwA4KrBABCiCGamowKp9FcIU4s6oddpeZQxAhOmIvAORfBXCPMT9UPSxebEQFtwQbKjVLigoKCgoKChIyEipvrLGml7q9c0ksL7347+Dj09+ij/4lf8GDg9eAeDUZeY3/jOYxQKAUwENKbCUUGC9cATWBmHrzIxO7hc2sYJWBmmX3DTEHS4Hi5+86/44/iCfyF4W5Dm8SwYWhIKiKLA2giSwaNSr5AiAKgK317B/XBGazuCv/PpPMKk1/tgfettXOF2N732USJxVBFZUYI0qoPrIVSWs3gRND8AnD8Fnxzj5S/8RRt/8vVBCgYVgbQPgXpCrRhjI+o/fgdn7CjRbYSEEauUJJD8c5EHqgjQJCixjobxtT8N9XsGALHyeXgf7/u/C/OA3oH/ma+n7i6dA+x5gH/n1fAbwOZgZP3n6m6jwO/jy3m2AnUKNu0+BxT9GjUnYnEyBFcipSvcshDIzq23A7/xnwOQ26O0/nLbr7AHsh/8l6OgQj57sA9bt83t776AzZ9BqiqYVGW/2BPa3/19unJ2fobpnoQ4rYAoQzlDvWYxeUahUC8weQn/8ENXZh5mFcFQLAqszoNEIIMLhBHhyDpzMGSBgJvQrR3V6HRRY//S9x/gH7zzAv/b738Bb9xJpWVBwXVAIrIKCgoKCgoIdsEaBBeSZPzewCuFs/hR/89N3XDGoH/0t/Nd/7r8DALDv/lOY3/qbMG//PoBvA6SWMlIAEeLOAL8IBJbZzkJo2IIlgXVRBpbSsdT9RgiVCAHg9GPg1W9v/t2NwUhWqF0ysPxLJdQlBWthZsluJbtEUNAorV6qffkPf/AQ//lvfgQA+Oprh/j2F++sXf6HH7v8KiLC118fyL8CAB/irr70CoDPgOYhoO7FSoTm5CkW7/89LP7pb+LoZ/3vVbWzG3q+KRpkvQILAOxHP0D36qtLCqzaWwADCalkBhbPE1EcLYQcFVgjLAAQptTBnFswGMwtul/5v4Nnp+DjD1Hd9uvqHoPalMUFewZwh9MW+Oj8GAoKB2oBaDe+MmaAeYQRM4ARAI1WXLe6SGCtUWA9/Qj80W+4P25/CXT4hvvp9/9L0PQcaGZ48PQLcfnpwUew2AfbMzRNIIcYOP5tYB5C8Q3UBKCRBjQA7qA0gycEZRjoFqjmx6iPf4yu+TkANZiRKbCo65z0DcDhhPDknHA8A1qTFFi1AiptUSuN1hrMTIO2s/g//LXvYd4anMxa/I//2M+ioOC6oVgICwoKCgoKCrZGFsxulgkXmYt1Ey2E57PHcV51NnsKDn94RYJlxInXoALLkzUMAHq09PnyF645gbVl2HrHrgpWtJKygRkksLqN15lhLCbn7Wz1cs8K7v27KUgosOjlUg09C+y5UGAJB2pUYNXqpdqXD0UFuw8fna9dlpnx2VNHAL5yNMFkpIcX9CHuNKn9fmWAm1SJ0BiALLhdgJ8+cMse3I1ZVIAoaVCNQGMXTM6f/Ajd8SkqtsDCAh0DhjFS5MZK//28CmGbZ2ARAGtd5UEC/qXXH2OiDH5h/CHM3IW5wzYxp4s/+zg9IOF8/4TrTiuGncZyJN/C55V2fwFJgWUtxzF/bRXCRtgtzz7z28TA/FHYQDw8ces5GAPjURhHGW2wwhJyFbNS6f30DzqRk1iBUYFhunCdYVQixJ2s8blxhLfuAiCCZeDHDxRmfo1jDTB3mHob6axr8KOfnmDeurY8PSuWwoLriUJgFRQUFBQUFOwAMaMfqprXyfduHoHViZyYzrTA3BFX3LgJIoMEgTWQgRUthIQLXD/+C3ng+bXDlhbCzvpKlIHcYxureg2ud9MA99iGRAqyWaxZ8FnwLOctpRBmTbDNNawseQ1hzr0CiwhQMoTb/6PppQpxbwT78vB4/Xl+Ou+w8Pvm/tFq1ScHC2FVCV2hAaa+yiCzL0JhY14WHd6JVfuApDAlKNBrX3FfW5zDfvYBNKzLxXrYAU87VDELzv+TVQJcIPYz60irEOKupmP8K699in//9/wj/Evj92HnnSewxH5gcv8BAIuKhqPfC66/AqhDME0B2gfUAUz9DZC+4993CqhaElhegSWzrdZWIWxEW0IVxJNHkfDvLPDkpAboAHdvvQJdp+82nihCyLkCgHvfAP3X/m3MP9Aw5xZ2ZmHrO2gXE5yd1lgcK2ByGxUYCulSwcwYLYW4OxL9m6+ruPN/5xOg8dP/sQIYHaZeIbwwLb77wZPUvpLbV3BNUQisgoKCgoKCgh0QJjC0VIUQQCqJjpupwGpFoG1LBDz9ifvDT+hsnMIBmpaVDsoHBLNYbi3omlchNNspsNpw/AWB1dkhq2mwEG6pwNJign5l4cOc7E28CQvZAyUJBRcCayOEDCy9PwXJsG6hwLIvUYj7QpB1Mgx8CA9Ftbv7R5PVCwZSqpaksQFNvKWNGUQGikzMbqODu73cw/CCoF7/qmjET5wCCwBpDViG1vkImFcCFAosJkArH+LOqA5cvpZSBNsR7MJna1njyRn/NU/ykTKpjWoPIYfOAj47jGDBIKrhKDi3rCzUGBRYsuDEWgWWqOjInsCyH/8gyLrwZKZgrQWIcPdwBEUuVJ3BaMKxJaRss2oCqsZgGkcCHKQApWArckMSlLNpAoDIwEpVCNmJ3Tzx9s3XNQKB9d2PVSzoOVaA5Q5T8UDidz5ImWcyD6yg4DqhEFgFBQUFBQUFWyNa6ogGLYQwJuWk4ObdCLddmph0IPCT99wfXoFlAaHAyr/LpgXJKoSbUFhS1XQdCawtqwUuE1gMM0Q0hfVuEeDulhe2zKsksAK25q8oEViKYJtix9kExlsIq1t72fskQ9xfUgXWowsIrAfi8/uHa3L3vIUQVU/16TOw2CuwiEQxjoM7kON47A6kQK8lAouOP0LQ+1ClwQxUYbYZLITUtxCytw8SaDSJGVi13wYigu0AM+vcdYdNJIgAgENuWlWlYgk0jTZ3WYvBsAH56e+QhbAJBJaoRrgyA4sBI5XGCxegbz96B770Hx6epgIOdw7dnhlV+W8BHMdJ8uOaRZ1ZCUkpmBAez0AdjoUN1xmgqqIcC8pytBDeP6pw79CNrz9+QC6ekoGxcnliE28hNIbxo09O4+a0RYFVcE1RCKyCgoKCgoKCHeCfekOBhwisro0TeOYNCJxrhk4ojjokBRYLBVaY9Oh+BlZ7Hm+wLG9IYN2oDKxNLIQ9AguA6Vn9mFmEuG9HYJHSaZ9dIYEVT92tFViUSBci2EVRYF0EZob1FsLqTk5gpSqECvwyKbDazRVYD4TF8N6GFsIEkzKwmEFknQIuU2AtWwgBAt1/04W5A9DzzwAwKragqnIKrD6BJRRYllsADDYGpBR4NPaqK4vqwJPURLAtwS48oWZt8P255p6euBysunJjJ9UAVYCsBBt/z8bfDwSXjArrgoVQkDdLVQgjgWVg5NA+fwJmBn/8gx6B5fbbnYOwvmBXDIQe4vkdKtZaGsUnI8SOjOq8dIrZZWABAPuuwMyodTg+DLLsCTACoPGtN1x/agzw9GkFgF0GFjpMPWn25DHQCjV1UWAVXFcUAqugoKCgoKBga7CYwAwrsHwGkl/6pqEThE1H5CYn86dAGxRYYRLDy9Xz2nMoSlUIsQmBd+0JrO0UWIMEVtebgLNQeGxrIQSSCuuKCCxmL1XALmcwJWmeAmxbCKyLwE0bKwzWR9P8Q5mB9RKFuDeCRDhvOpwvVm/7gxNhITwcthAy22jbJaFiAtteBpazEHIgsA7v+P7gEflcBSIF9drPuLfNHFXVQbON66+I8xD3qMBiMHeubxkfOq7dZ0pZ6KmOv2U7gp0nAoskgWXI2SLrym0HTdK2IlyrXIMtm5jBxbBgdgRb2JygOuoE61UtWQj9mGYNjCS2F8fgp5+Az57GbX8gFFi3D9zGhKbHjClKCqwwpnFG6DNIOQIrZO4HC6EVDBqJzDhiduMPEQCFb7554LcfePTY7eOxYlg2kcB69AiwYqQrCqyC64pCYBUUFBQUFBTsgJSBNRjiblphIbyBBFamwPK3S0/fi/Yb+VR/qQphex4VCiyyVtZCEjhD+/N5Q7ZpkxB3Xiawuj7RtCUptoRAYPWJscuCJB53UGBBKLBKBtbFCPlXAFBlGU6poqOq1MtlIeypYNapsGTI+8oQd1GcQtrwXAZWUGBZp8DqZWANWgjDcXn9a+6rxmI8XaBWBFKOGdJkMxpYRQUWOxUUwxFYUF455Zu3F6VbMC1gIoGVWwhhKVXFtV0isAYUWEYosELbiSiuLuzvPMR9lYWwR2Axgz/4jm+8a/ujM4pJ67f33bpDtcBWPAOKCiyf7ceQ9k5X0bWDV2BZRuVJNO4EgaX9GMP+v5jBpxOBBeDRkxrkLYQAMPEb/+gRYMWYZyzD2pt37S548VEIrIKCgoKCgoIdcJECq0WYIPBNzMDqWwgB4OlPwF6BZcLEjTgF8MYvnyUL4abhSde8CiFnZNPFBNZSBhaWLYTbBsMvwdttrkyBJew0S8f4QiQLIRTBLkoG1kUI+VcAoKWCiEbCQkgvrYUQWE9gPfAh7rVWOJyu6KMidByZNc4AMsQ9ZmBZQGlg7zAbx0PGX8xuCjlYxmIyWaDWKh4zHb/HnhxLBJYNqi4fzM6SwPKngMvAchZCZnbKKqnAsirNaNlEAgtZBtayAsu1gP0+c3+H7CtJYPUthCoQWNagz+/Yj78Xs6cA4NG5jiTgrQMDp8DyGVjGW5RlFcKYgSXJRaem6shLxZhR+4cIWf0Ucv2CwqMjCsSvxt2DMV45dGTek+MKxrgQdwAYK42uYzx9smz3LyqsguuIQmAVFBQUFBQUbI2oKiLl8q76n5suhuXeSAWWIGwM3FSInyQFVtgiNbRt7Qwh99dNcF4ABZZ9xiqEAEyf6JSk2LYh7kBSYNkutzddFsRkbuszWExiSeGlsr3tCklgVQdCQUTjJCapFLi9fgTvVWHRbqbAYuYY4n7/aLKacJUElhLTQDYgXQF1YI0cgcWWQQd3QKR6fUzKhwB65W1A12BrMZ4sUNeOwCICdLxWAOAGBGkhDNX0DEAKVqiddJ0KhdiOYGcGoQphsOjR9AAwlMg4mwiscI2StjjbU2ClSoTud1OIu6hC2Atxj03sK7AA4OF7Tn3lKwc+OHdVFSe1xmTkxoC6SnuwAwE6VQlMBJY8NhaknAKLggIrLOcVWFon1auCEo0kPwYrfPN1d7ViCzx9UgkFlsKTJ17c1htHC4FVcB1RCKyCgoKCgoKC7RFKpYPAQ4RL10byYiML3TVDK8kVIjfRmD0CunMASVlFgwTWWWYh3Ij+IJlHcw0n6FuSTcMh7qsthLRliLtrh6hEeAU2wqw4wS6ncNh2RbDFQnghQoA7AKg9cT5Q/fIqsLq+Ams+uNzxrI2ky701FQhZPGygvgILAMYue0yRAcE68uTwTvh2+m585RVYSgN33gAAaG1QV5RyycnbBEEAmkyBFSsF+gwsZklghYwox58bkYGFugKUhnr7Z90Co5H7TCiwYgbWUhXC1QqsdqgKocqny0QErQhsu5zAMi3QnTl7Yz2CJY3Hcw1mg3tHY1heQCqwAEbLKs8iW0FgxWsQuUytylsNgwJLaWDh/yCmNPYQAGgACt96g6JF8PHjOhJYY0V49BD+dznb3hLkXnAdUQisgoKCgoKCgq1xYYi77VIG1lWoY64YkYABAD1ONkL2BJafuKghe6SoQgh2uSsXQqia+DqGuG9p9xvKwDL97dpS1bUESWBdhY3QyuO2/S0z+YkgEYqFcANkFsI9cT7QWBBYCrZkYC3hwSb5V0BSYBGESgdpjB6F6o9+fLcWtH/HvyOrEAqFj4c9eCO+HuvOqxClhRAAt0mBxS5EPaiqQApsBYFVhTEkWQgDSUWVAk32QT57C6OJ2wZrwBTGBRv/H9p7sYUwhLjLKoTLajat1JICi9sFoBjQClRP8HShYSwAZtzbrxOBJRRYLas8zyuEuFt5bFyIuyFywxAzKu+vdJwVo9JA50sSElOuwIIGiPDN1ygeiUePK4z8kDaqCI8e+T3GjK+/cRR/un/+FRRcBxQCq6CgoKCgoGAHXEBgdSkD6yZaCDMFVjV2lQgBELkJYLitVwMVBrk5A1GyzfRzRQbxglUhHLIQdv3t2jIYvg/SYqJ+BQTWM9sSY2UxAjeFwLoIGYElM5z6GVgvUUXHfgbWoxUEllRm3VtRgRBAIrC0yvpmUGBR3av+aC1weBeAzDJkQWAJgnpyP74eq0ZkYBkgVALkRiigOD0IiQqs9NOkfJsCgTV3GViw1pE+0wOo13321micpFZNl7VXjr82U2AlC2EglUJlQKnA6oe4u/fcvjGWgKlXqLULkGZQpYDRGI9mVbz03Z0ABo3/raTAaljlVk6f65cpsIwFlEIH5fa6tdB+OeOJLqWT3Y8g1knk1b0Kt/cJe3sMEHBy7HKvAKBpOpw8des52M8VfF2xEBZcQxQCq6CgoKCgoGAHJAvhxSHuN4/Akk/goccuQJctqA5P9YMCi5eJDqnAgqiQtQ7XnsDypIHSoH7VxQEMWghtTzmzZTD8EjIF1hVUIswUWNuGuCMFXBPBNtfwmF4zyCqEaizPsZEoqPbyVCFk5ktXYHGoQqgU8nPa79M6J7+Yra9AiGElrcja6uggWgBHPIs5XJp7CiwiP4YkC2HMwBKp6MqHkoMItgXs3IfKMwN1BZocgA7vgg5ug8Zjr8CywOI0th0INm7/M2yz8auvwGJmdMaurUIIBFWZ16TtvQLU+44cVBYYT4BqhIfnOpJq98bGKbCIUOn0cKNllVs5gwJLXjI7CwoWQgVow1D1FMxA5wksl4HlV5spsAA33Xe/cedusBkC733qrjk//PgkEpK37zLqqlgIC643CoFVUFBQUFBQsDUSKaUGQ8ddiPsNVmDJSRcptHuvulmFtgBJAyUDZ097Xz7Pwt03qkR+3QmscIw3JJqiAiuGCA8RWNfbQiirEMqJ+qYg5SuxKQKXDKwLkWVgjYWtikYIZIuqX54MrM7wknrzZNYuqbKAnNi6vyYDK1dgSZuaWydXve/alIGVVSEcUmCdLdAsXJ8coQHgsptyC2Hjv18hU2BZ462C4jeoDS9gO/IZWP7BSa2B6aF7/dpXgbFvd9MAi+PQePd/sQtXKrB0WqgzDCOUR/0qhACg/P4yTKDxEaBGYGsAxVCvvAkCHIHlcbdqIqEWCygSOQuhJJuCqlTmILbGKbD88VKdBaoJGksgBsAMrRmt31BiiGPrFVik0FnGrTsh6B340U/dmPu9j84i2Xjrjs2KUzZFgVVwDVEIrIKCgoKCgoLt4SdWRJSHXQd0LcJtxkYKpGuGLAOLCObw9bTNlYkZWJoYfPKw9+WZ23I/KTCbMFjSQncdCazQpg2Jpmz/eTuL6YfTb2lLXIKcbF9FiHs28d5BgQXyahPAvkS2t10hLYRqJPZ3LwPrZVFg9QPcA4ZUWA+OhYXwaHcLYUYKA4792e8TWHI8Exbh41Ms5q5PVooB0/oEJh/iTgTA9QNFGpHACrZAUmBh3SMIBVYHcGOTKrLSoMmBW9dbP5MKhsznwPypb2UopCE3pxfizrkCC3BWvE6M2dWgAsu1zVgCJrfBQmFJd+8BAB6eU7xm3K7DuU3JQkjwFkJJYMnKqr6N8waknAKLFKAjgaUijag1ELg/YuQWQh/iPjMWd4MCC4wff+quOe98eA7l+9edu3A5Xh7SSllQcF1QCKyCgoKCgoKCrcAsnpyDPFnVg+lSKfdNMqCuGbrQZiIA5BVY4em/jVM5AsAnj+L32BqgnfUUWBcTeERCEdFXKl0HBLJpw6yqTpBVo6DA4l5A/ZbB8Eu4YgUWZQqsndYQFVglxP1iSAsh1VJBUvUysK4hwXsFaNrhcWOYwHLvjSuNg8mavuTH6qgODAhjVJ/AAgMjl4vFovIsSYVPWPXxKeaewKoVXJ8kQEviuqfAsuCYWbWkwPIkEVXj+Dvc+HX5DCwAUK+m8HjMZ8D8if9jSIFlIae/wV4oFVhN17MQDiiwIoHFnsA6O0vtPnTKsIdnKrJnt+vwuSCw4AisuCtV5ao5hrazr+ToFXcdOdunag1QTbAwKla7zSyEFj3FqCewLGM8Bvb3XcLWBw8qPD0D3n/QQEFh/wAYjwlM6RiUEPeC64hCYBUUFBQUFBTsDAINK4ZMB5mBtVGQ+TVCm1FUQLd3P1dg+af4CjmBhW7m30/bu/G2B3uevYZqnZiBtRnR1AoSbuInZQYA2nOxTnHe7BDifuUWwuy47XjL7BVYxUJ4MaxQYFFUqVRwVdTCnyq3dr7AkAosEoREP8jdWo7v3TsaZ8v2wVGBRT2Sw1sIexZhZg2O5KsICY8Nkwqss2ghrBVHsqyKIe4QBJbLh2IwbCAkqVdh0lfVQ5UUZbzwBFytQZN99+b+1KWYA+DZOdgTWCkDS6wSjIzA8rtAKrA6Y7Pw8kEFFrt2GCbw+BD8xF0DiJRn74BHZ06BVZPFlBLBtWQhjDIqMZ6xie3mzlVrjBlYrbAQ+q3SFUfVmGLkVQjJZWDN/TbdvdNBMYMZ+Nu/pcHMUES4G6LOKB2DkoFVcB1RCKyCgoKCgoKCLSFvaoczsJx9RN743ywCK1dgAR1pYHTLvVdZ2JBHQgycPk5fbM7E17yFcGMCy89srpmF0FX+ChbCTTOwvHoCwNiTXgYEbtJELs/AuoYh7s9ahRAKpLwCqxBYF8KIDCxSYd9XAKlIypCmRHi84FgIBdYrwhbYV2A9PW9i0Yn76+yDwMUWQsr7oeUKPHfEYrQQZsSXCEg/OQWzwmIxchyO7QBiZ7M21i3riZ8Q4g5GVBi5aoMm/gb5ZTMCK6i1Kg3yCiziRbITz+fA8SexveyJGgneQIGVVSHUqwksywDO55FYQz0GdTMwMx6eue/d0w3YJgthCHFnwBNYA+o3told6xhdVL8BqumAapxZCJXi9RZCIsz8Nt2908U98A++r8FgEBG88zEjsEoVwoLriEJgFRQUFBQUFGwFWVVwVRVCl4ulsm/dJHSxuZ7AYgMe3Y2fcyCw0MvA8gojueV2YwLLq5uuGYEFNskGuqmF0E+oK6Wh/XYxALtKgXUNLYQsqxDuEOIevkeFwNoIIQNLTcagSKhUAJLdzWVgXbP+cUWQYe2v35nG130Ca+MAdwAIVQhXhbj3+iFDu1wpJAIrU2BJC+GJq/7XtHtOgQX3E5rYVRkEhAIrFfjgLoW1h2NLWiXL9ihte1SDEYDJnn9zDqqdzZAXC/DZA6++soPpiyzy7MLIXIvNbnsWwkotT5eVde0wUODPPgSbIOUag805Tuael2PG3WoBaxM5W/eqEMYHQjLTj4ICi8BdUldBBQJrumQhbINCuB/i7tXCM38I7t4xUSHsDkuuwLJI512xEBZcRxQCq6CgoKCgoGBLSEJmdYi7VGDxDSOwIt0QFFjWAKPb8XM3nyAo6lkII4HF8bubWwivKYG1A9EUMrAqpaEF6WWkAksq93ayEF5tiHueRbZbiHvIwIK1L034+K4IBFZ1NEUaYzyB5UEVvTT7UZIHOYE1z5YL+VeAsxCuQ7AQLmVgwTqSulesgFnDzj3pLDKwEkQVwmPXtzt9B3Ugu4hREXvbJwEwAJtsDTYQdeTISWYCakqB7XXadogsOZr693nuiCMGsFgA7RxozrwCC+j3XTkcRwJLpX3tQtxlFcL+9xk6ElgV7Mc/AKwnWOsJyCzw6BSOkGPgrl7AcjhGlMgyIhfiHrBSgWXd9Sc8NFm0LgMrKLB8FcKowLKcFFhAVNrNPAk2GjNe28vHyzfuTjHyhROMtBAWBVbBNUQhsAoKCgoKCgq2hJgB0IoQd5sysPwbV92oS4OxnVBNBQLLAspZVpi9qoq8AuvsiQtvBwYVWGZT8i4SWNdsgr5D2HqoQlgpjSojsE7TQhkx9mwWQr7qDKxdFFiUqhACKCqsC2B9iHt1ez+9+RIrsCSBtT+pcTh1feThSX6uPxCE1r3DXS2EAGDAxoIFqcK8rMDCAIHF1qI7cQSW3XslKbAUQyvOSUdunEoo/NklcoZtB2sVVKWThbeeREKGZTGEiSfreAZUtffkteB2AZ4/BtgOql+Z5IMV/xOa4x9NZ2GkhbCfgdWeQXvbH5OG+fhHfp9Urh12gYenqUrvXb2ApdT35W+1EMfBj2dsLUj7RQiABbpAkClALbyF0PSqEMYQd04ZWLEKIaKFECB84+hMbD3jm28exfYZpP5VCKyC64hCYBUUFBRcAMsN5t0n4H4J+IKClxR29sgRNe05cPYAxE+BcYufTKb4aeVJBdNmE6S+AovZYt79FMbmaoJtwMzgJ++Czx9evPAW6FrxdDoosNi4+ZQJ5gtG1CIwg08f4/sfPcVPHzuCZtsqhO5LgcC6GqKDZ4/Bj38Uw403xgZZVZZbzLtPYH3wcghxr0hDC6LJZBbCZ6xCKC03V1GFUKgwaIdbZmagrSyM33xu1x/XZn6Od3771zE/P1273PMCM+Psd36Axcefbri87+N8cR/nzkSCr7olFDe+AiH5sURdUIWQmTE3n6Gz5yuX2RVsLZofvQPz6HLHm1VohIVwXKtITj09a9A2Dez7vwOeneDhsbQQ1r4frjjXVlkIAQAG3DSwpNG8eQfzr76KxdfuY1Z9irP2XbBtgW6ekU9hHeZsFqVN+ugWqsPb8WNNjCAPYgDtRz8CFiETimGNceora13GmVWgWqWqh9UEKsiWmkX83eb9H4ObBrALNw4b30fZgj/7IRhhlM6RVSWcn4KbOUZi+OmMTZY9AFWoQmjPAfMYWDx12xSWD9syue1/v8NnJ4FNUrinF4IUElUICWhkRcdAYLUdSANggtEKi6Mx0qlAUE0H5gpNILUAr8AKFkJBYMH3rfe+g5kgRL99mJSwDMbPvnUn/m3QugB9TiHuH549wj/87If48OxRfDhRUPC8sMPdQkFBQcHLhQfzX0VjHmO//jLujH//825OQcFzBbfn4N/6vwFf9iqJk0+hqsd4Z3qI/9B+CzRi/Jmz38b9rsutJl6xFHDavoOnzXeh1RSvTf+1OEHdCp/+Nvh3/4q78f9D/yPQ+OjCr2yCtpuJv1yjW2uAdgFuFcyY4yfaE1X/6Hc/xP/+H5xCNzP8L3+vduHuoUaUzcm7lQgkDjOY7W77ZAW4nYH/8f8JaGegr/0R4M1/bvMvC6UUrSCaHs5/DQvzAHvV27g9/oNxklMrDS22w7Rp3/INysDaxQC74BkeH86BPQM60rCL9W38a7/yl/AuzfHmB9/Fn/jX/80dfvFqcfz3fws/+V//eVCl8c3/7f8M9e31/e24/V2cNN9Dpfbxhem/urY6nhEVCDMCK0xVyKlILlJgnXfv4vHiN6Gowmt7fxSKLm+qs/jN38DJX/qPQKMx7v7b/3Oo6d6lrXvw9wSBNaoU7h2O8e6nJ2AwHvzqX8Xdd/4m6NYreDD6xbicHv8uHsw/xFjfxyvTX1haJ3dSgdU7HmzAXYvZ73sLi9/3GgDAco3m6FOoxRyYfebGAt0B+2/4L7m+3R0n0lUf7mN09wj4wJGIlbLumBGB53Oc/r//n2j/wD3gZ+8CDFhj3WeWQQqwlkCV8oQYA9UEVFXOPth4NVjXYfbX/xM0b7yDw3/1Vd8UkZX14MfAa3ei1TvbzDAuz05gZ8dgtQeN1xDorrZXhVArHz4///sADNAcJgLLWhgm1MSgwy8AfAwohYcnwc+ncK9agKtxXH9VEcKI4kLc3T4kb4m2bQelCRbA4zfvw7xGmJ0TMCdAMXTHsK3Fgt3DBAI7BVb4SSOvHQTzD/86zHf+Pmb/3B8E1AhEhG/fOgXFFjG+/dZd/OMfuW905iHANYA6Elg/PP4Y33n0PgDgj33pn8VbB/dRUPC8UBRYBQUFBWvAzGiMqzDWmM/nqWtBwbXG4x9ldi3yc4x3cQjATQ4+rPbApkU+ccgpgIV5AAAwdgbDM+yEY3dDDdMAD9/ZbR0D6LoBBVYgsDodJ0AgX4UQwDsfuHGiMxY/OZtAFCHEpvxVRuIMVXZ8Fjz+EeDJIz7+YLvvXkA0uXHSjY+NfQgjFF610tAiq6oTBNazZ2BdbRVChlRgbW8hbDhYrwj0+vhCC+FPvRrxp7ieVsOz3/0hAKfomP3o/QuXb8xnAIDOnsFi/fGZ/Tidk6P7ghijHoGl12dghXHFcofOnlzYxm3Q/uTHAABuFjA//fhS1z2EhVDMjGuN+yLf6sFHH7m2PP0MD7zqc1Jr6Mrfr1iRyycR1KV1PXBGG6Bt0MX975dg6/7z48DofJngN4LAqo4O8JUvvho//pnD80g68mIBNamhFMWBkb0CC946Z61yIe6AW0aPQXUFgEFBgWUtaKRhHn6YmlKn88bOn7p1D1DP0VbYzJKFkNM1remFuGtFgD1BrNRoniQCyxiERC+69yX3niKczn3VRVI4Ui3sSLs2k4pqLyZCI+yxUYHVdaAKsJWGrVy1xnnl7IIEQHcWdr5Ag5HfxQylGaFoJVmbKbDMe98BAMx8vxkr4LCy+Pqrbrz56psGB5MaEz8Gtwj7wqD1tsNPzp+4dRPw6vT20j4tKPg8URRYBQUFBWvAohqLxcuRu1FQsBZP3k281OgAuPtFmNlPsKBRiNrAghRg2sx2xb0MrBRqm/ezbcAiEJyfvAt64w/utJ4+OqnmEQQWtwtwq/1YQABHKguzsxmAGmCLxiq/K9ynW1sIAeCyLctP3k2vZZD6JriAaGKYOFE0vMgsJpXS0MLq13WrLITbE1hECqxr174rUGBBViEcqER2EbJqnbUCX0BghUJmnQKMabPw++sAqbIx5xeTzkaQAsxmbQ7+2XcSAT39yusAgu3Q9wnle1StYNcosC5jXFkFbsT2XGAHvQw0PQLr7kHqRw/P3WeWgUfH50A1xitHEwCOuGK2YOZl1VvrqwDWA+cWW3DbwugxmCswCKO/9xlGX72HyT/zFfAnP4QyjIkeg18Jh3NAgXV0gC++fhf/k1f/U5h9gy8e1OBuAoAAa0CTyhNUgcCyIKpgrQUpgrEq8pZgC3gLoVIWvEg5XDTS+TipRXaaJ7RtVpHPrzJGP9n4hwtxd3qkrl+FUCsAYnwxs0RgdS0ME2i8B9x5G3jwTwGtsGhC1UCNMRnMawVYA10dodJpX0kFViSwmtYRtYGEYjgiyTNY2joCaxEILHYWQsPsjrnMwDId4DPMZj4Ufup/7r/3+z/D93iCn3mNYbHApBphbhp0YtxqjUVjOjxaODL47vgQI13og4Lni6LAKigoKFgD5k68voIJUkHBDQNLImR0ADp4HTzXWJgKYUqzIA10/RD3/Em4QW9yuwuk1e/pe5tX+7sAbVbRzk/Q2CmwwARrtPjU/eZ5mNB7AkuJSdNQkPAgJIF1yZUIs+PWbal4u4BoYpG3w2ywEGqoijQqVcVJmpH79lkthEBSYV0FgZUdt+0VWJn6Y0QXKrA68ROL88vPcHpWSJVNCFxfh23IpNPv/iC+ngb1DhAVWATlAvErtVaBtUSaXSK4Feturv5+YMhCGPDI83tPzAjG74+7R+NsPw/u85CBVQ2Ro8YRc1o5lalh1N8/xuiDDvuLKfafLjA9bUDgRByFfn2SSPHq6ACY7OOt+hxv7507rj8osKyFmlYupD0QWNa69RgfXi4VWJ7AorqC0hZ20fptA2ikoUaij1WHadt9lcChoZfTQrHQXwidBxxZJC2ElSJAPoSwC2hyK2fLMFCg174CmvocKaUwb72FXCmMKwOuFMAWmiYYVamjt0yJYPNEP3fG7QdFUe0rR44KDDvLFVhau9GmY4CsSaRY1wLWoiVyj2CZMfVVFQ+oxe/5ImMyAow9x141AsCwxH6/MdrO4qezJ3E/vrZ3BwUFzxuFwCooKChYg0yBxWb78OOCghcIPH8KzB67Kk56hOSRM1hAxz8br8CSk345mWfmy1FKyEDw5gw4f7DbenpYpcAK9puuEwSWfxJ/NvPfYYvGEkg8pbbbViEELpXA4sUJMBOWom0VWBcQTbZneWttIjdqpaGVEgSWCPS+FALLT+qvhMAS4/0OVQgt29gFaKzWEljGtLDiJ+bnl2t/uwx0gqQwFxBYzDYLEl9HJpnzebQkjt/6AvSeJFf8a9IuzF3T2gysfFy5ZNW0UF1xc/mW1T4yBValMgvhw7k7WR6asVPZALh/OM7289D2sx/DBhVYcBlYqL0lztvHeDEHvCXPfUCiUqofH3sWQpq6iq2kyBFeIXjfOAWWqkOZPX9lIMpC3KGFfbFyFkKtDXjRAmCAnQKLJio9uBjdTtvpSfehO7b4QIGTLnik05JNZ9CJKoSVJkBeo7h1CiwOqlOCev2rKcRdKcy9AktpBVUHO6SFojHqsG0UFFi5hdC2nTvPw/sMdJwGhwpegcWB3AWUb39nXQZWUGBxuwAsY66ryNxNldvflSBIOz7HxP++Uuma1Rob7YMA8Pre7YE9WlDw+aIQWAUFBQVr0L8B7E/UCgpeKjx9z/1LiDfb5G/iF0ikzpwUYLqefUUQWOgyMnhnpUSfiJEqo2dA20kyJIW4h8mfyQgs9+/5onWbyBaNUVCCkNlUgUVXlYEVjltAN9tOrSaJpgFbW7/i2cKIQG6lUZFOBJZp07EP26iqtQHfa3GFCqz8gcUuCizxvZFaq9ppFzkhMp9dv0qEUmVzkYVQEknAepL6/Hs/imTAwc9+HRDK5+Ql80HXFYHb4XUtEeOXrcASpNXnYSHMFFi1jlUIwcCj1o1Bj8w49s97h6Peg4J8+5ltJLtQDxDGbIC2dWohACFUyc7OgcUFBNZJHuKOiSOwoMgpsMLvWusIrKDAYqc0ihlYIcTdkzzMKcRdKQuEcRYAjSuog1GSWY3vim1p0/d7fdcyg0DOZulXVqlQsxDoDC9bCP2+ZL9uSWBZEOj1rwLjo2g1DgqsaV2Bx/56YQ0UjTIFViPGxn4Glru4+P1LksBimPkCTRbi7tvODDImkWIL98BgHhVvjIkmQBF0G2yTToE19QospdjHkzkF1iezx/G3v1DyrwquAQqBVVBQULAGyzeAhcAqeInxxBEhDCTiwC4TWA3ppRB3SQYsT263V0ow2yUrHF8SgdVJy9yAAssgVbsKTpdZa+M2LqzK8os2thBS2oeXmoHV3y/WbBd6Lsm0wRD3fFxsbFp3rEIYCCxGUs4FYuxZsp5CvpY1eVXDy4A4Z2mXDCwS3x+tV2A18/xcXsyvl4WQmfMMrAsUWKbfx3n1sZH2wf2f/RqAIQIrWa1WEVOMNidwrjID63NQYC3adP6MKoXJSGNvXAFsnfIKwIMuKbDuHeX9aGlcFRZIaI1lGLeNVVBg+fXMZk59m6087NvlDKzqcB+kNGi8lxRYxjqyyhqoaZ0UWJY9geWrEMYQd78ymzKwtLbgJmwTgWrtCCzrAtNJH8Tqe+EcGVZg+Sp9ojJubiEcqEIYziW2gEKuwKrGoHtvugcQE2djnLeujeNxBR7p+F1FY4xrea0UxywQWEGB5ck/AOiQE1h2vsDCJgWW9u3vrLcQKr99Xvk2C4pgBqZ+f+s2ZYB1fIapV7PqII6DU6P91Cuw9usxDmtZIbSg4PmgEFgFBQUFa9APbu8rDQoKXiZEgkhVQoHlbvSbSGCRD3HvAJZPvtMEYXlyu8NEs5svB5w8fe9SbL5dpn7yCixOBBZX0ziZJmKAGDNbRaLHWQjTxGRjtZMkci7TQjhE7G1jI7wgA6uvTG1kBlafwALFaohxvbvaB4FeJcJLVmFl5SN3UGCJkH+q1xNYXZv3icVix8qcVwQ7W2TZU5epwJIB7vu/56u5AiuEuHsLIQDQivHC9nIqL5/AEtv0uYS4p/YH0uPewRhgiydm7ALczTiqoe4e5KTU0rgqz7FqgMBiC9slBRZ5FslZCJ+k5QYUWEsZWAAw2Y8KLABg40gVdTROVT2ZwcFi7C2EbFWStrJ1VQgrDaWNI7D8eEpjR2C5DK2xI5kj82XC6pd6rmEDsAKBY8aUsxC69Q5WIYwEliOHFEyqonj/i5E4w+QWACcUA4DJuIYVFkJNI1RKgcj9WisfWmQEFryF0D9AEVP2WsFVIRQWQq1d+5yFsPP7j8GeiEsWQhYElonbbOw5JlUNp8BKD11OmwVaf6y/ML29u1K2oOASUQisgoKCgjXo3wAWAqvgZQXPn6RJzMEXkPKv3I3uPNxSkFdjeZuGWEN8dSkTzSECpp0BZ59tv67+ai7IwLL1GGH7NQGsDWZWRwJrYS5BgXVJBFbILVtCu4XC56IMrN642NqUc1VRLwOLALRn+Xp3qEAYcYUEVkaG0g4KLKQMLIxobRXCtkdYLZrrRWBJixgA2AsJrKb39/D5bM7OMXv3QwDA5O3XPfkxbCGMk+cVJHWfGLeXHuIuMrDazyPEXVYhdOffvaMJmC0MA0/tCA/NGGwMwMDdw7xv2v64Kgoo0BCBFTKwCC5vjN0ywxZCf4woV2CR1lB7TqVD04Os34RhgmoN8mQKmME6KLCcuskaBZIEVjUGjWpobYEuEEcEtT8CeUUayNkr2Y9PId3KDlkIYUFOtBWfsVQq7eu2s+iWLIT+c69u0oLU5/tfTCufHsEy0BgCmDGZjGG9AoutgcIYirS3LAItxDHzCijbtlCxCmEgsPz+AlCTU2A11hONnIqkGiaQtT7IyjrlG4CZUNxN/f5WhmOl4I7PsafH7rpN6Wp9vEhjeQlwL7guKARWQUFBwRr0J9YWpRJhwUsKqeI5ej29tu4G2T1J9lUIkSwTAZwRWCLIGzsSWJKAkSRGP+9pB3QZeZQILI4E1kgosICFJrd1NiiwFEilNpnnqcCS+0Pup20ILKlIG7D79S2EC0Ek1UqjEgqsDpR+2zy7AovkNnWXbOt6xqqW7pz358lIwS7WZGD1FFjzZr5iyecDWYEQAMzpBQQWNlNgnf1uyr/a//bX/MIDCiyoxEPQMIF1KePKGuQZWFd/LxAUWARC7b3K9w7H8aHBw26Mh90EAGOvdtXksvb2SEOW59gKC2FimQgUxnHbAI0YL4iWLIRBgaUP9xPRODlMRBQAuxCWWsBHMgUCS6cQd6Y0Q2UCqcpnYHlVVduCAahDYWMnT5oFMtxXDhzqwZaNkyoBvSqEIQNrjYXQq5E0TPyyvfd22q7xobcPYonAchbCEQAVBXCNnIr3FVhi3xmblGwVWdjZAgur/aYyKFgI2ed1kSPQYCygNOZV5f4OVQjJPV6q4Ig/w+eY+LGdKBFipyKb77US4F5wTVAIrIKCgoI1WLoBLAqsgpcU/EQQIYeSwAoKrGTxWXiygoycPqQJgVlSZzwjgXXv66Kd726/rh46IxUggcBKwfO2HkdCRhMwi4+/3XY0lqCqNJvc2EJ4BQosyOMm9tN2Cqz1GVjLCqycwNIyxN0TWMx8ORlYV2khlOflTgoscdxrWhv83XU9G2Z3vR6WdH0C6wIF1qY24bPvyPwrf37G626VwqiRqrWtsgkvKTvX5G7tAqmgW6emuyw0XoE1qpL67N7hOD4Y+MxM8Ni48//emJcyr5YIvCwDa+B8ZhOVckQK5NVvquZc9UZwmXP+D5mPFu2D8AoslazWdpbaFxRYzAzW3vpn2TkJjcjA8iRRyMACkHKwwrlhLaCCAqv2/8JZIjk0OMGycQH1hFjpL69CaJerEIbz1/+r4LefFMzRq2nl430suqQem4xr8DgQbQaKxiAo1JVXYLEY832eH3cGVJEIcSd0cihRXoFl3DEcawsK5Jsl3388IWcs1JtfzxRYE5X2nWZPmrGF49n8UfWE2LkfsyqlcH9yhIKC64BCYBUUFBSswZICqxBYBS8hmDkpsFQF3ruXPrTuKXdDCrkCK5/05AqszfNxVkIQMHT7y0AIl336k2fOwWoFeaRCKLC1sP6m3wZyigiKgFkgN/z3GqOgBLGysYVQkkOXZSEUx43ufSN90G6TgSUthBdnYHWCwKpUz0IYFFgX2BI3hrfduJVfdrC2OG67EFgyBH6kYJvVx7TpZ2BdNwLrJD9fLgpx37SPn37X51+Rz79yv+bfE5N7SgQWadcf+1gizS5RgcXWZkrEzyXE3SuwRnU69ySB9aPFQXwscK/uBorO9M43eU4NFiWwaZ8RxaqoasRgmQcXiSMDQGX5aNXRflpukggsALBn6fcprM7CKbBU5RVYgEWVOKdQcbCqoALJ1BpIUoqFhZDCeOBzuoY0WIZtDDdnctemSuch7lkVQqWQK7A4hqZTPYKVBNloD/NWEFi1ht3z1SOthaYxiAmjQGCtU2CFDCytYZjiNbRWgJkvsLCefBPqMRMUWP6aw9ZCvf51LMZTxAysKvUljXSdGql0fpNiWOZ4Dr46veWyDAsKrgHKmVhQUFCwBv0bwP5EraDgpcD8MbA4dq9vvZ0CawGQZbRQPgy3ZyGUk0xeQ2DtopSQCqLRAXDrS/79GXD26fbrE+hsmghOIhHFsZS5jYohAoEwM5WbD4RAe6t6CqwNf/iSCawst+zoLVfmPeASM7D6x68VRH9FvRB3IpdfdmkE1hVmYIlJ7C7hxQyRIH1BBlbXU2c15nLVQ88K0yewzmdrlYWbVBrtTs8x/8lHAIDJF99AdbDnFw4EliRLVXIQVioLlF/5m5eYgSUrEAJYq6a7LDRdUGAlIk8SWO80qT/f0/MLFVjSQkg67k2xgElqWCIoT1ZnCqw6FbAIVjWZj6YPcwVW6jYMeyp+P5w6mQLLuqqF02lcIPws1VUMKue2d1xtIrDgx11W5B6uDJyilg0QyGR2tFBuIWQYf+0iIqh+iDszlFZu8XoMK8m90R7mXVIKTkYaduLPY7YgVCCmSJg1ueba7gABAABJREFUvExg2a71VQjh9rWuYDhdX2vtqxAa9/dYpTD2zrrw9rjjjAW9/lXM6rHf74wRUSQWK5v6WKWaTPDYWo5Z/V+Y3l7ekQUFzwmFwCooKChYg6UbwKLAKngZIWxodPvLuTXKmpTj4Z8YL6DdBETYMFhYCC9bgYVqCrr9pcH27oJWEFjTQERZi86rFqQCSxNjxiO3vf57C6ughDLIDBZzH8BlK7CEnZJufwmo9+LfvAWBxbItA3a/vnWrEcsPVSHkbnZhZcONcaUWwt1D3Jk5O+dRKdhmdfu6nuJqcYlVKC8DfQsh2E2iV6FvEx4ik85+54dRYXMQ7YMWkSyQAdeQCiwCd8v750qrEPYyrz4XBZa3EI6lAusoZWB92k3S+3wyoMBaYyEMyihBEjJ3AEkFlutbasTpYcTR2z0FFmX5aNJCGKsQupXDngyo9tguKbDqwykiseZ/V1UVlA9at806AstbCX1O15CF0LABib7IcKRQYLuazsD4a5eWYfJhm9miCu/X40ythaoWGVgW41qDxz5bqrOgxQJk/e8BaFm5Nuo6PhjitgNViBlYpKrMQlhpwM7mCLthrNIV2RFd1m+LS6mn+29hXrsKg5NQ4DFaCNPxNzzDJFhLidEyx8NeAtwLrhMKgVVQUFCwBv3KScVCWPAygmUQ+K0vQeZZwTIWwerjb8AbaDABZOVEI92BbzK5vbBN0gI32gdufzl99ow5WC1LAisQUYyWAoHlb/pJQRFwziORSuwqUOk6EVh2QAUwiMtWYEki7/aXMwJr5xD3oQysnvKjFeRU3bMQdvAKrAuC4TdGJSyElx3inlkIt1VgBfOSn4TWtD7E3fQUWJdcQe9ZsURgYX0O1iYk9VmwD0IEuA9WIERmIVS1ArfL/cNcYYh7X4HVJ7QuG9ZyDHEf10mBtT+uMFbLhPhd+2Sp6uCS6k32j3A+kyCAbQdU6WFEsEGrmqNlk25/OakRvYWwywisZCGk6aFQazHMcRqzCeREVpYdo6Jql4GlCdXBCBQsjl6FplTaFl70tl8SWLX/NyiwBiyElg0QwsnZ2Qi1cmHoANAajlUII1EF4xSH7MghN6YRqBplBBYRx3B1WINJrWKIu2oteH4KGKAWp3ZrKSPiuetcBru0EMK/BKOqgW7ehF2DSZX2R2fJhe4zAwzQ3m2AFOa6AhiYkns/Elg2nVuGzzFR4VrOaH0RQ2bGa0WBVXCNUAisgoKCgjVYrkJYCKyClwtZ/pWugcM38imBNVjE2wlvnQDQ+gmEWFP6ymUrsOo9YO+VRNA8fe+ZcrA60e5JFfJLGEb1CCwASo9wzmNveXFP8RvWIC2VDZ9/BlY/twyHbzh1QphQ7hzifnEVQjf5C3ktVapCSOSOdC8Di66phVD6j2hbBVbMEvJv1LQ2A6vthbgvNlXtfU7oVyEE1lci3MTOFwPcibD/ra/4BYcqEAIQRSJWWwifnRhfhb7iaonQumS0ogreqErnHhHhbr18Ht1rHy5HHqyqQqgTGZjtY9uC60BsUcyTopGwpN16W+RTdQBUlo+mMwWWCHFnhj3ObajkGgnWCgwFwIW4V4epyiv7whihAiEAcE+BZecmKSQrl4UoFVh96tmyBaKdN/XxwBN2XapCWAVFEhv3nx/jlVagyrUzU2Bxh3kbqg4yxtqC/fGjxgDzU5AVmVsEtFZlWX4ciMYQ4q4qn4EFVLBQNWE+XyBM4x2h6ck3C7BUc+7fQ2sNjCempsq1K+zfyqbjb+wZ9kJbNaPzJNit0T4mwhJfUPC8UQisgoKCgjXo3wAXBVbBS4fZI2Bx4l4fvQ1SGlKBRcaikQosP1toSGUEVrBTMfPlZmApDeixUwUEG2G3AE4/2X6dHp0gv6b+iT7DOlIOgBUkjqonToEFRBVWwxW0Sk+2n0uIez+3TFWOhPETvJ0zsDawEBqbjnellKtCCACkXAbWUoj7ZVkIL1mBJYsQDIZer0afPKBara9C2DvezYBy5HliSIFlz4fPIRbV7OJ7PTVQd3yK+fsfAwCmX34Tej+oA1cosJDGFqoIdtBCeHHu1q5YzsC6WgIr5F8BuQILAO5WIgzdjzN3mgew9gILZSA2JIFFFcJ0kG2XqhMSQXkVqarZKaVGB8D03rKFUBBYVS8DK5FdFuZxj8Cy7DOwCLCBOAH0Xqpais5VfyVxLHneI+rORPj4aC+2H9xTQQYFLZuMkGQfGxVsfYvORgWWFgosZx8M76uo9soILBjMTSKwRnzqrlEAVGvAszOQ4fhbwIACy6sxWZHbDqVhrCOzKjCoJizmnd8swlhUUDSyuisAOvoCZt3ChfYzMCF4AisdA+X7WcfnmPpxLg13jPujWygouE4oBFZBQUHBGiyFohYCq+BlQ5aj9GX3QhIy1iYFlrBZzUmBBkLcGe2SreOZFFjVNFpaSNgInyUHKxBYigijQNhYRhcthGlireopZiIIFwwsbAUl9sVzIbB6uWURI2/xabaoQhjsbUTIKsN59C2EhpMCq1KVm+wBjsAKVQilWupGKLC2sxAundMXWAi7Xmh7c83u0Psh7gBgzucDSy5XAwSQwsE9zn7nh/H1/re/nj7gFQQWqdTPq2ULoSPGr1CBtZSBdbUE1kIElY+r/GS4p8X+rUY4UB0mZMHhQUNo46oMLJ0svU7ZFgiXLiqwiAiqngDErntaC0xug6pxIrHZKZ9WWQgx2U9WQGbYp3n7yJN0rFUWN1dNdGRQ2BLQLqAo3XuZPoElwuHD+MaewApjL1Ei0g27LCq3YBip2Ae5A52RCqzQ761XYbn3tVaAJ/iyEHc2mHdpjBzTWdzXKiiwJIFFhMaqnhXaV0gM5Jmu3AhLQEUMVRMWIWiLFKaZhRAxi5EB0OE9zEzjSTTGVHk1XehLbKFpz++XGcZ+eyVff68QWAXXDNfs8lhQUFBwvbCswLpepc0LCq4aWf6VJ0IkAUXW9DKw3A1wQ8pJccJ6Ypnv5cnttgQWMycCayQmTKESIZ4tB6v1k54aLsPJQYS4a6nA6hFYcBZChedLYC3nlnkEm6XtwJsSPsFCSHqJyGE2S+Nkx8k2WZFK5dcDgcUWkBlmz5KBJa03l01gZUTrtiHuy+c0m9UPQFqbL28I6K5Y5bMNBjOwzoYthH0lFLDcx8+++4P4ev/3fFUsuMpC2A9x79v7m8shxldgicD6HBVYox6BdVf5/e4r1N2r3P7mJj9GS9vfCmtaVGBpxHOb+wqsqVNfAc6SPfFERrRVG7C12bmRVSEkFZkQCgSWJHv8MeRKwYjt1XtVItgYwGIGJUhye94jsJ4KInW8n/YNhyqEBCUILMsmEVjirInB6p2NqqpIvnOuwFJag2pHnneZAqvD3CTSboTTuA9U4zKwqLOoq/SdZpUCi4QCi30FQlioGlgEApcIY81QwULYtggVHElpkB5h1jWxDdOowAoqug6V2vPNtZh4Ek+p1L67snptQcE1QCGwCgoKCtagr8AqGVgFLxPy/KsRcPCa/0SGuNtUhVDcVix8WXSxoPv/AAm8tVLCLOJT5iyYfO9+IrSe/mTnHKwuki9ARckOEhVYWiiwlMa5Fjf4zOhYg1kSWBv+cEZg7T75Hsoti9glyD2QaUP2wYEx0c1FrZtfZwSWdgQWAMyfpi9clgLrkkPc5flDW1oIJXkQ54prLG3dwPFenJ8MLPn5wzbtoHpsNYF1cR8/DQHuRNj/liCw1lkIgxWsUktVCAdJs0vNwOorsK72XkAqsEZ9CyG5fkukHIHlFVl2kavk+tbskK1EWQaWAhDGOAOuRAbWaOoqEAKAtaBxILBEn1ucrq5CCAA6PQCA6TL7H7WeECIFFg879EQQbEzgZg4lzik761mWn4jtHrvfZ0VO9RXWCQ0VFFi2A4Kd14e4A0Dtw/EbY2MVwsqvB7COyA/Xhr1pbKPpKbAWXRoraklgtQaYnQJtF/O2QOQzsHph+mEbQLDMsMgzsBaN8RIrhVHFqDxp1bWLJJ/SjpycmcadKwyvwOJUHdIaaEoPgUbapK8CIBCmlKpdFhRcBxQCq2AJf+7P/TkQUfbft771refdrIKC54K+7YHZXupNcUHBtcb5g2Q1u/V2zFvJlA6mr8BycBlYInjXf8fysu1oa6VEP8Ddw+Vgfdm3qwFOPt5uvWH1/t+KCJUSBFZQYAnCRRHhXN8W32YQqcxWsosCi+0zTJAHc8sc6FkIrAGiSU6SQ5aKYQaDUasKRCQILHIZWACwkATWZWVgXa4qRmrNts3AcvtFrIEAu0ZVN0RgzWdb2DyvEFJhQ6N0rMzZ8PkzrMBK2949PcHig58CAKZfeRt6T0yQVymwRL6eqmjJQjhIml1qBlZvm0wbK/NdBRatyMDqWwjhj0ePwOJef17a/kELoRK2YAPUqa/q0V5UYAULIYAegXWczg8C9IEYX4DEhFgGs4Wdt4kMDiQdUa7AGpNQYBHQnINEvpc96xFYj8/SsZgcxnU6BVZQFCkov07TtZ4OcnspKrA8gdUZGwt5aE1uvwCAKLRQ7R+m3+9lYM3a1O9HdBYzsKgx4PkZqDUxxJ3hFFgkFVg2z8AyompgBYYaAS0pt21EqCtG4B3bpkn7XFUAtFdgOQvhhDwxP6DAAoCRCqH5YZ+onsKsoOD5oxBYBYP49re/jY8//jj+93f/7t993k0qKHguGJpYlyD3gpcGwoaW5Sj1CayBDKyFUiBjlr5jLkOBJSZqGSEDgKRdbkcbYRfym6CShdBadOGJu06EkFaEGR0gzq79U3HJR+xWhfAZiPKh3LKAWlgutyawhgLcxaTOP8k3XoFV+QmjVGB1oVJlCJgHntFCmCqWXTaBlSmwnjUDC+tJyW6gD8zPrweBZU4SgTX+wv342m6RgSX7+KmwDx787Nd6S4p91FNgZRlYPQvhqt/cuO9dgKHMq6u0ETZi+2SIO7PFXev7DrkKdcFCaLtcEdd/ABcVikqGuGskBRZnCiw1nroKhP6zaCGUpPH8ScxH0wf7y0rFQN4wg8g6BZav4kqtz0MkBSu2V40QCSxmAM0cZNPxtef5freni0Qw1nsACEw+F81viyadLIS2zQuM9BRYQCKlXBVC3zZBQOvpVCwrsx47LIxPhQdQZxlY1mVgLbpkIYxVCKUCy/+eIhDIK1p7BJbyCmdSGFXWKbAYaE2X2CdVAaQxN00Mce9XIYTtYgYWANQ6EFihiqxC210dUVtQsAsKgVUwiKqq8Nprr8X/7t+/f/GXCgpeQAxVRys2woIXEUMqoSxHaiWB1atC6LFsIQwKrPXqjI2wQoHVbyc/+TG4W+T/XZAt1ZkmZnfXpAYVWNxXYNmxIO8YTJQ9td54Cp0RWPk4022h9hjKLYvYRYEVspsGKxAKAks5+07HTtdQ+e2JKiyiROtckoWQiBKxdqUh7rsosCRordKwHeh/i8UWlSKfARdZbbvjRKSNXn8lvjbnF2dgdQaYN8Cs6eJ/D3/7B5HI3O8TWNl+k+ebyMCqCGzyfTk8rgCZ3flZMERWiaqS9hJUKswcj4VUYI1qce61DQ6oQU0MKAXSGve0IxLZ5IRi/3zjkIFVSQuhDHFn0DiM5QRVTaBGIUzdAsFCGEPcGZg/jQqsvn2QmaNykS1DkYWdd6CqAsCgpvOEP8GK46lHJlVKJAIvzkEmZVZ1/QysswY8c+ci6RFIa7BSXjHv22nZFxVhwBjpSBUZWNYtyzHZ3VsIjSPaAiHIBD1NhFNfgbVoEVc+UvOYDalap8BCsxBVCMlnYIkQd9MilsEgQmvD6gg1XIh7p5wCi6BQ66DAYhhjYbWv4kiEqMDy49eE8hB3sMkIrJFy53R4RlMToTUWbBZgM9/Zll9QcJl4htCBghcZ77zzDt544w1MJhP84T/8h/HLv/zL+OIXvzi47GKxwGKRbhyOj48HlysouIkYfIpeFFgFLxh+98kH+Lsf/w6+ffeL+MNf+CaAkKPkiZBqLPKvesoU02ERJvdKI9y4L0jFakryO3KiSSAwOColNla5ZATWfv7Z9K4r996cAo9/DP6v/r38c1UBX/lXQG/+oeFVt2kSWCkVVUTgpMCywpKniHDeWjcJDPuFORNQbWzBWKHA+lvv/RD/19/6Ln7mziH+nX/hX1y7iuy4ZbllHpLA2qASIbNdbyHEMoFl/KSxFvupUgpGZmAtLofAcisfO/LKXG4GVkY9PkMGlpuIr7fKdrBoxxXaSYV60aGed5hfMYHFzODv/iWntPw9fwJ05yvDbTseVmCttBDCHYfvvKvwH/+dyk/ogZH+dQDA/H0F/fo/iz/y9F387Dd/ptcomYEls5+0ILAU7JKFcHlcAdw+J2g8KwYVWP69v/FPPsJf+bWf4F//A2/i3/hDb++4/hna/+R/A3QN6l/8t7CQCqxKtL+ZQRFwRy/wGe0DRLi/VwMGS0UMls63zn9ej4S5VWZgMdiTZUQEgoaeBqWOCHEPGYDM4PPHMR9NElizrsFf/vGvwdr7+EWcYcwMkAWaFqTm0GMGFiGIXMF0JtKV9Z1j0K19kB2DOgWyv4bqfof2HYAtgefCmj7vgM6CZ+fg27eAp38X9OVXQLcOgJEGLzp0zVP8xk+fgAF87RZQE6P+6hGasf9FrUBVhVq3QPPQt4mA6igpsLqUfwWloUXIeb8KoYvo8qHrdYsGFlAKqjGw40/BmKHWvq8NKbDYgBWBGfh//Mo+vvfRCG9+s8X9OwYVLFAp7P/il4H3ZmBLqGufgcUGqAndrQNUIQA+EFhwtswp+WO5wkKoqQPDets5o1LkCgo8/nXg1OXW8Rv/bdDoNgoKnheKAqtgCT//8z+PP//n/zz+6l/9q/gP/oP/AD/+8Y/xC7/wCzg5GQ4T/eVf/mXcunUr/vf227tdvAsKriOKhbDgZcBvP/oJWmvwWw/fTUqs9iwRRUdv9RQo4obdWiyQntpHfgLaPenufUdm1Wg1lZ9s3mBJvPQthESgu1/FStgO/OHfX/lxJ0iQTIEFmYElJpTWBy5nJAyhNVKBtSmBpaPlBsJi9zfefRetZXz/4TE+Pr3gIVF75sg7wB031Zu811Ox7AYEiWTiLrAQapoCIJ+BZTMCyymwVMrAkoHrz5KBBaTJ31VWIaTtSJD+tYMAMK22tHVgdOMKIHL/Alg0wxa9S8P8MfDgd4F2Bv7kN1cuJi2EozdeTe+vCHEPNuHf+L5CIwKtg6yE2xYdKfzjL/wM9LQfEC0JLHFeiLGFKlob4h7GFWAHe/IKDNkFA4H113/zIyw6g7/xT3bL3AMA+953wE9+Cj59DPuj30SzQoHFjdvnb9bnABHGlca9Oz64nDvIc3ZJBegVWDQSZAkppCqEFhglNS1RBTX2lt+OU05TGOsYsCcP4qpk/tUPjz/B0+YMx1zhXdpzCiiyIDNz+VMKoLZxKyHKui71x0troF/xY69RnrBy44557PaHXcyB+SdA+9g1jdKeeNowzpkwZ8KjxoWyy24YxuekioIjq8wMWoWqqaIv6gqaTPyBqMBihlRg1YpBtc+CVArUGOgvVCBi1HX6raUqhLYDK8LTc43vvFdj3gLvvTsGyFkI6dYBzHTk9p0ijDRQ+XB2IqCtak9QOdLqqb9eVkQYhSqEIsRd0QjK9zWlOow1QXlVF8FlgmWK4GcdrwsKnhFFgVWwhD/6R/9ofP1zP/dz+Pmf/3l86Utfwl/8i38Rf+pP/aml5f/sn/2z+NN/+k/Hv4+PjwuJVfBCwMnPlyfVFtentHlBwWVg7i1ilhmGjQvj7sQNe0/llIe4dy6wHYhWCQDOVmgtwuQofMeIEHdNe+hw7j/fQimxzkIIAF/+F91Neq+sPI7fd3a4bnjiDfgqTh6V6mVgeQJLZmB11ued6AkQCQcFKwmsDXN4iBT44DXg+ENg9gjcnoPqPZwu0kT0pFng9XUrkflgQ+XPt83AyiYuy7eNksAiGsFiDGAGgFMFRwgCK4tGDx8+K4Hl7Tem2U7JdxHkcdtSgeXyh/IQd9Sueh7Vy9trwMnS5NvftJetKOtBEsHtmj4hLYT37oAqDe7MGguh6wezBYGgwLD42psW+9URuLP47R9ZtKTwVA9UN1sV4g69cQZWf1y5DKzKwOqMxZNT99l50+1+/s3SQ2I+P8aiFlUIpQJr4fb5Lx6+j+n+2/j9/8LXMXrv+7AP3gVrBZgu9qelbfckHNWCwBIWQmbOQtxhAaoZaAA7Z7C1IKVcPjopp/iZP4lrUoKMPGn82ELAOVUAM5RimI8+Az+8C/vkEej8HOA7IFKYPQDMpw2qQ4XxHQ3q2OVa6QnA1jWRAGsdAXX2t9/F6Kt3sfjOp67t85mTfgbrnGEviCW0Hbu/GWiNAqyCmXVRiWSNsxaONFwAF3u1lW19tzc54a5HXoHFAEhYCA0Axqx174+VhakcAUbQrntrBcUWVZVC3FurnIo0ngAGIMJ54wsXWODpEw1rHYGFSjvSy+9fp8BKX++QCh6ctC1OPPn2aoi+YkZM6fIEr6Y9WH4Kiw6/8OoITz8mPKjcUm1nAZldqeT5U1Dw+aMQWAUX4vbt2/jGN76BH/zgB4Ofj8djjMfjwc8KCm4yVuXyFAVWwYuGxqRzurUGtcoJLKr6E81+iLuYYHkyawEFMh3SrUauwCLSUJRuhC132d/rwBcQWDQ+An3rv7n0vv1H/6GrTNjNV040pQKrUpUgYRidr/oleY0Yg0MK7CcVxIxOEFjbxOPQ0Vvg4w/dH8cfAPe+gfM2TUTPLgqOzvbNdPlzsb+4PR+ik3KY9QSWtBAq1LC2jp9oQfpopVcTWM9qIQzqBWZnd3xWQixCZGBdvKd63+zcbDGsQhGoJthFCzVAYHVIxBUAsCIsrprAagWB1a1We0kLoT7ch96bojs+XanACn3cqa8Iowr4N/9Ih9f3vgbzaI5/92/+Ot4fH2FOGueLDntjefzDdVdWyvN/Q2RgLSmwhLKTpuL9y6lEuFSF0L/35LRJdkVmtMbmhNOm658Lsn1+5mxnHmOZgeVJ8i/Uc/wPfm6M6qv30D2659ahyaleA4HlH8IF9SwHC+FInn+9EHdBYFFz7kh1ALYl8GIOmu7BKX+0IzWaU5BisCXoSZoLONLEETlzaDcIkgXBgH/6EPbBJ1BHe/G3TNPhs7/jzqc7X7kHLAz44RPg7iugaefERLWGPSMwM7qPTmAeGUdcAS4DS/B1dtHA1hMACs15B7twhFwz1rBE6D4+BX/hEFAKTB2YlSOB6iOgOwWMa3/FM2fp65o0AlRjaHFIcgILToFFhIm2sFoBbKFYg2p//oIxEiHufQUWwVkI541Xv8HtvuPjCvUeA5VCY/wnvgphTel8aUNeHBE+Ok+K3ddYA/1cNOvS6Cq1j9Y+AcB4c5/wc3c1vqMIbA0aqcAiQl5coaDg80exEBZciNPTU/zwhz/E66+vfeZbUPDCQVoP5OSlZGAVvEiwzGhMmuS14bWc0PYIrL4CK2ZgxdwNYE46z8DqhbhrGoPEc7StlBLtagvhWoTtYF5pN2vFk/Za6WQhtM5CSNUIVmx/24WJiCA42MK42uf+q1swWEdCwXz8AeZdh9akycnZgBIk34AL1GlZiPsGVe5k6P0FIe6KKjCC+oNdDkv4agxxHyKwLslCCFxuDpY8bnq7W+bMuha6Ra3AzfD1o+2tnomw6K5Y7StVV2sILCMIrOroAGrPEUSrFFhBDbVoPYFVpzwqO1/gdjhGivDwpHe8AuHUnyTHUGpAVQq8IgNLkYaiRKRcngJr+bhx2y61f97s+Hvz1Bd5drIyAytYCAGARu440MEd95lWeX9FehDH1jh1FgCqpDVTQYa4BwUWQYMWT6PVzDYUg9IB60hnZrA1qCbu+GYKLH9uEQEz0k6BRex+TrmKkgo+MJ0oq9BJ3Lp2MYE7Cw7tHmtYQ7Ffqlu303bOZ4AN57Ajjq3fJhMT0Rkds7P0xSqMFBWy0UIorKsVn4Gb02SlJgKURqUQVioshG6ZeefaMNEGVpMnsCo4/x5AjoOKaHoZWMwdWAHzNqiXHR4/rp2FUCu0JpDjrn9VQcHJQBOn94SPzp/E9b5Ri+t4GIb9+eJIX7ejDFukwpcGXWcB68ciGl2ewrWgYEcUAqtgCX/mz/wZ/Mqv/Areffdd/Oqv/ir++B//49Ba45d+6Zeed9MKCj5XyBtfpdKFvyiwCl4ktLbLEkeacKMuLRNVX2UrQtw7gybLwHK3Fg2UC74NYOvKmnulhKIRSFjMtsqqCRNvomGV0SpklZ6GiY5WEFu1qkQVQh/iPppkhFQnFFj7yk8eewqsbfgrHL2Vvvf0fTyZL7Ljc95dMP5cpE5TOhF5a2xjEXJieUEGlqIRLKdlZNBx5e2lRunlRLDLCHEPuMwcLBIKrG2rEEJaCB2DRTXBtsvHz1qLzhMFwQrEBCzM5aiHVmJXBda+63N2NnfV6QQsd7EvN34CPqnTZ3a2wC3f94gUHh73fjcqpvrnRLJFDSmwTCSwxlC7jitrwENquLbBg5O8/fN2t9/jWdrHPD/NMrByBZbos4HAOrznqAdNkaSK6wrbL9tfr1ZgBWaFoF2l0JD711JUOznSyZFSYEY19YRSpsCa+YGPMIdyGViKQRW5dRKJ/kWwQelJcGRJUC92nIi3UeUIrNByQWDZ+cyrpuBIKQDsPIeONGcGMdBagK0F+98mSolbo3DKiXGusqewjz4UhI+zKWoVTXhCgdWhswzHPRLGlffssYWicVJgWXYVDz3angILzGBFmPVY7cePK1RkwVqjMRT4K1QVo/IKLAJ7BZb7zsfnT92+IsKrI2Epj9vjzo9KeWs5AxYWkTNl9gqsZmnfFBQ8LxQCq2AJH3zwAX7pl34J3/zmN/En/+SfxL179/Brv/ZreOWVVy7+ckHBCwRpPcgsCSgEVsGLg4XJz+fWXqzAyhgZocAaV1UksOZcZWSCi/VOdhtF4yzzajsFlidpqulWxAJlAebD5E0nVC9VRmAxWqWAagQjJu1RCEKE29p/l21GYJktGCwaHwKT2+6Pk4/w+Pwsy9CaXURgZQH3+8PLBGJrWwXWBRZCogqW0zIylyXaCUktH+lntPxRpsC6RAIry8DaMsSdO0CqzQhATeDFcvtM28RF60BgKUJzSfa3lZBkp7fVDqE7ceeJmo6h6graK7DAjsSSCEooZmelIlB0rAUF1q0uKbAeSAWTD8EGMGBTSgos0nkGlrPKBWL8GcaVNVhVhfBRT4G1aJdzMzfCQvTF2akrDOExyhRYwto9cuMyHd6JSim2PYtY2H6p5qvEvs1C3Dl2WqLK5VsFAqshF5Tu/or9gS2jmrpt1lNHYHXW+Mp3AIi8AsuClIUap4cdIUfcWeTcuV4dTDxBpsBMjsDyVsSgwOKowLqTtnMmFFj+mmDhbJ0GnitjOAWWMbCxKEBanwtCR6ZK0/YUeCLC+Y31BFZoea7AWogHGqMqVKUNBFbaz5UIjHdVCBP5RzBgIswb5dvn3n/6tHLMttLJQgjnCK0E2d7AbdtZBzz1WWSvTm+jnqQqkXFpkYGVKbDCKUKMpu0EgVXyrwqeP4qJtWAJf+Ev/IXn3YSCgmsBeeOrKU3gi4Ww4EVC07OctFGBJasu5Qqs3EKYFFj79QiNz0xpoEEZmcBZpTCFZ1BKhIn3NvZBICfiViiwOqE4qnUNTQqKXMh2Rwo0mmSEVCMmLLd1gw/bPWdb2VWBBQC33naTR9vh8ZNPs/193l5AalxkIQzvzx4B3cJloKxTQEmC8yILIWqwuLVUJMfQVN3MgJzlJS54SRlYQK4cfGaINj6TAgsgRcBIwQ5Y0dpmHvOvanIR+CBCc0nqoZVtlOcK+5wbvTxBNZ7Aqo7cBFhWmzNnM+j99Hfo450BwMsWQjNPCiyQwoNjebxEFb0lAotSiHutwPPUDxwx7qBonCs7V2RZbo0VIe4Pz/Lzbdbs9ntLCqxuEwWWH88O7oADW2z61kr/t8zOyzK6cgshVwporSvksTjOM7BmQVUlFFjWou4psE7bnirNZ2BRqMoHAAQoa2MX4UhgpTGGVA0rCEEaabAFaJWF0ETWBQx2CiwOCiy3fR3gwtuVX47IZRRSsBD6P1QNGANNDJ5/CgX/MMBYQPUIrGjx7jALu5kUxqHSIFtoPRUWQkbtyS0G0LDu9TsLKFqyEBpD+Ox0hK97BZZrKqHSNhFYDHTsfufjRdp3r+/fAWgel4kWSn/9r5To02yziozd6SPgFT8WFQVWwTVAUWAVFBQUrABnCqxiISx4MdG3KUUFlllnIRxQYBFhUmlMdAhx1/lTf9he0PJuSgk2bVLZjFYojFZBElgrLFOdIGwqT9hU/nbJKAKqUWYhbNqUgXWk/HfZZrlVMjNrE5CwEToCK2HerZ8gZ6TEqv2T5WBdYCO8QIEVxkMiBSINw7LyIIvXwf81EOR+mQTWZSqwBGjLKoT9DCwXQk3gAQths5jFibz2yhQmwmLL82Zr9KtQDvQJ7gzMmVuuOvQE1l7qR/0crNDHnRLFbVSwEDLnCixSlFvwMsVZb6JMhDBtIU2wgshdO65cmoVwWIGVE3C7K7CyEPeuxUIQnSMZmLSQBJbrx6Rr4OCWe28pA8ttv7RAklRgCQshswW0J1lUDe4psHgWzhf2Ie7DFsLjViwHR2AZZuccjAovAgUCiwH2ZLfeT8edVe0VWHD9Z1w5x5sff5cshDEDS3liyv2WHG8MA5YtrFcp+SQutzsjgQWEHKyKLEh5hSQRYAkEGg5xlwosqEjcgi1UtQ8a6bApGAkOseE8AwtkfYj78pjz/vEU0CHE3aGqDCTH2fp+8tEiLfTG3l3Q5DA9TVnKwNpHUGBZiAwsIrRnD0XbigKr4PmjEFgFBQUFK5BlYNEkXe9xxcG6BQWfI5olC+GAAmspxD1N0kzbubLdIIy1joHD7ql7HuIuS90vZWBtqpSQk+5qi/wrIFeSrSCwWqHAqlQgsFzvb5UC6klmtQrzTMoshP0qhFsSEYLAenT6JPvoQgvhBvuHJLF1kY0wI7CWn74HC6HyhIMVBNY6BVZqDCUFyK7QV5SBlanEtlVgSQuhT3GvFexi+fh1TaKqFLnSBqwgdEVXhKZ37AfUa91pWkYHBdZeOq/6lQhTgDsQijokC2EHO1/gwDZQzC7EfUmB5TFY6cwTWBVlFsKlcWXX4hBrsMpC2A9x30WBxaaL1QUDFvO03nEtLYQixH0s+veht9NZm0k+44M4eWy1rBqrY/9j5jgzJFUBi6cuT8oCsK4KYcw/9AQWWxsthCHE/aRZHlsX0ABx1tXJ2BQI7jOcqqlYQI/BXdoWGmnneBtUYM1TBhYqn4PlFVI+AysGuYPA3j4ol3MWwrB97qTV3ALTCk51psB+fBu0EMJgLh5ojKIf2ELVB8A4jSG1yAdsewQWwToLYRuqEKbx8v0nE0Brl5vlPx15BVZ4J4S4f+wJLCLgC9PboOl+LIkbCxP5672iCsoTmZmFEEDjc7TkfikoeJ4oBFZBQUHBCsgnt4oqEIUJ2hXnkhQUfI5Y2HxCHSyFvC4DS0ysmzCRJMK40i4HC3SxhXBXpYQgXOhZLIQrFVipfycFlv+MFFCPMgthqkKocgKrswgExtYWwv1X44Tm8XlOMsy7C/ZT2D+qGrSDAegpsM6HlwmQ58daBZbbV7kCSxBYMgNLVrFS9bNXtbqqKoTiPN9WgWW5byEEUBPsQAZW2yyipUeRE8EwEQYEGJeLDRRYWQXCQ0d8qv3VBFbo401LICgQKFqpggJLATgyDYgUHhyL7K3s2rqOwFJZiHvfmrxzcYg1GCKwTNPg8eklKLDmyyTywp8nROQDwz2GLIQA+PBWej97cBBC3KWFUJ5YClGBBU45Y6oGFseAUrCNr0Q4myEQWOQkhYBlYSF0/fC0C21M/WeutDuxw7YQogKLrY3VD6tpOu5UjQFhpaSxI7BiBtbhUbT28uJcVMqrnQLL9z/jVV4xB4sIlpSPwBKkkkYisHwOluYWJHK7gjJQK8SB3Yjzdx6HS8IoEFZsoav9qD4DgJFK29VwFcdAZk4KrBDizqkI6k+eTGFIoenc72sNkGZ3SH2qe8vAzACP/bn4yuQWRroCJgeRwIoWQtE/tHXb6ULcA3kGtPOTuEzJwCq4DigEVkFBQcEKSEUIoYLyE7SSgVXwIqFvIewGqxD2FFhSgWTSDbFTYLkJSAMFK9RCrgJhWqemiQsKDp9vqpTYJONpFTYgsFqxP2pvnQzPnI1SoHoCy2LyETOw8hD3VigHtlVgEamownrsJyoBiwsJrJQPtpIY2obAWpOB5Y6p218qEljp1lISWJVQYHVSgfWs9kHgCi2EzxDi7s/nqHRYU4WwbRdeEeIVWASwIljy5NYVgJkHCKxlO6msQBgzsCSBtWQhFAosv+1jGeI+c5/fMguf82Nwvgh97gIFFg0rsPJx5apC3MNvpHP3yXm71Lfnzfa/l9kHPRpPYI0rlfXjqMAiALVQHh6kCnMk7MuBwMuqKEoFFjTCdJDFuKYYgDUgpWCDEmh+jqxP6BHYWuiRy7fSUYG1fB7NqAIpyraFjPW2PI7VC7RUYFWTZCGEsxCy4dgEGk9AEz+mGzGeqxGgnIWQGbBEIK3iONqBYJUCWUfYha2upYUQAFTtFFhK+cqJCiC3zx0PN6TASl8fT1IFW9Iqe5DRJ7ACuDMgTa4KYRMysAh37nUAAQuj8MHjymVgARhpC6bASbJfH+HjBnF739i/6390CvZtDZl7kuysbNp6HaokEpwdPtwXFAKr4BqgEFgFBQUFKyBvfIk0KFhk0K6s1lRQcNPQtxA2Q1UI9eoMrLmwyiUFVliXVCPYngJrtKMCa4OMp1XYhMASKpDaEyNVeNJOBK7rbNK6aBKBd6vy28CcZ2DtMFzQ0VtgBp4ab1/xaMzq/cRsNwu430qBtdpCKCsQJgthurUk8bmmpMDKNCrPWIHQreOqQtwTtlWJRQKLdHDSAbUCD4S4d20TFRFBpBIIrcX5ydLylwLTLOUlDfUJSWANWQjt+bCFsOkCeScshOwshABwy8yjqi3mSF2kwPIkqKoUuF2hwKJxToxfggKLuy4qc2ia+s6j82U1tqweuDGGFFjeiijtgwCi1ZDqvAIr7x/G10qowOKDOJlHGBVdKrPwOgUWABAoEBaUFFg8nyeFEuCuC6GC35RjBtbJQK7eXFXud6V7WCiwKBBYwmbH1dQNfWGXjryZ2/8mjcegiTsXWRJYegKGI6YsM0g5JaC0EFpSTpFFKQOr1pxvHzQq7jyBFbK73DbmIe5JgRW5WBBqsS26nSfVE1zVQPJNasWYyV3nDocgsLQm3LsfxhPCD36q0XSewFIWrJSzP7qfRcvARw0lAmvvTvxuPGd6GVgAoMU1SwUCy6upUxXCYiEseP4oBFZBQUHBCkirIEELBZa9tKe6BQXPG8sh7v7cDlYsPQItqU+khS5ZCEdaY1InMiEnsPoZWH2lxA4ZWM+kwFpVhVCohrwCqxKEVVdNcgKrTa9vT1LmSdtJAmsHBuvW2zhjjRZpIgIAizUEFrpFWvbSCKzVFsKsAqEfHzvLUXWkVlgIL12BVV19Bhbp7doZsodcrgwlBdZARlKzpMBSUSExP19W51wKBtRWQ30iVCAEpAJLVCw77SmwEELcQ+i6sBD6KoQAXJC738YHJwME1qACy4dgV2pNBtaO48oaSPug2j+Irx/Nl/vifAcCa1CB1a4isPz+HvVs3XuJzCcR3h3vVQSBRTqoAsO6exZCIlBYXiiw7HyGXIE1cfY/eAIrKLACgSXGrRlVvag79goseAWWJ2vGQqHlQ+qDjZBGFQCbEVhq7H6TWFokp44YA8F4kkoS0C0Aq8hVM1wisER+WGegld8nYfzSbj8PhrjLDCwQRmJbdHOCjL1jxqgKiilxvrYdVEU+xN0RwHUN3LqTFJ0/+GnlQtyZUesOVqkU4m4ZLQMfL/w+BvCaJ7AAgEMfigosMUYbk4h0oRBrSadxtYS4F1wDFAKroKCgYAVyBVYFJS7cxUZY8KKgn4HV9hVYSxUIIULcGYsw8w4ZWJLAkpMB8HK1sF2UEpdEYPGqDKwBAksLIq6r6ywDKxBY40pjGkpL9ULcdxJsHr6JJ7b2U5DNFFgbq9N2VmCtJrBCBlYnsp8UDSuw+hlYz4zPxUK4bYi7UGCB3B13rQazlLquRdpnvsIZuaDp+eyKCKyh436BAitkYGUh7isshC4Dy6tEqvCZEQqsBuRVLQ9jJcLNCCwowGYZWP1x5XIthLICoTpISqdHA0PILhbCQQWWJ8LGVX7ecahCKAPcAWAvEWtqntobHsRlFkKpwAKQhbgTHIHVpkqRUYElMrAAuPHUkzfVxEJPxjDW4nyACJ2rylc4FH2KnQoJ1oJG/vyXw4Efw2KQe61Bil07qxqkdFTEUZ3IJ9L7YCIn3mKK1kXqWwgZsZ8BgUMT7WsbVMa4/RX2WeVJ3KEQdzYQu15kYDGoeQpmQc5ZRqXd91orFFitU2C5EHf3fl0BBwcWdeWOj1RgjZUBlIKmlPF12gEPW7ev700OMRYqVwpjOJFTm0kFlrA3k2aEMamFBodxtVgIC64BCoFVUFBQsAJZiLtQYAHORlhQ8CJgdRVCPwlZCnAH4k0+s3h67DOwBIG1sIKoEBZCVxRB75ZVc9UZWJLAChZCSWBVo0EL4XRcoR6NHN3E/MwKLKrGeDK6710vKfelMXb1l8S+WRtwXydyi/uV6PpYl4ElCIdgIWytAfnbSyXs1hmBdYUZWHypIe4J24S4M3PMEyLoaKXDiGAHLIStaZMCSxEqSqTwYj6glLoMDB33TS2EWYh7ToRFC2FbOeEZCGN/eEIVQgC43c0jKbiphTBTgtpVFsIdrclrIAks2k9959FiuV/vpMDqkZSW4YtAAKNakBumjYoZGuUElh2nBw3qPB2TFOK+hsAKGViw3mZGoNafC6TAnSe4+gqsahrP89EhgSqNs24eCftDcS2YqcrlUImWEVwOFrOJCixVC5Jn7Pd1zMEi6IlTpEbllbcQ0ohiW5hGMcTdeJIKpGLTcwIrqR1dZUAxvrYLqLlBCnpnP3ZWq6sQZhZC974yDGpPIRVYitkRUgAWgsCyXQfSBAOKJFVVE4iA23ecQuq8IRh2BNVIO4WYVoAit77HXVACM14X6ivXrEBgKV+xUiiwhEpPaaGyDhWFmYuFsOBaoBBYBQUFBSuQhbhTlZXmtkWBVfCCoOnl4LSmcxOB8MR1Kf8Ksew4ADQipHpcVRiPJgg36g3n3zGRwBr5r6SJpt1wopkRLvWWGViqSmHcQxYqAJ3IQKlrNzmqBanV6QpWhFoFBdbeWINGY4zIAmzRiCqEO9QlAwA8Hb0i9rS3m6wlsOS+2dBCuGI/RGyrwLLJhqIUR0tZpVYQWJedgXUNQtwlGat8JT4AoLEarELYdW2c2ypRdY6JMB8IxL4UbKjAyiyEQYGVhbin78hCDW0XzhXC2E/UWSiwjnyIOwA8DBbCixRYShJTqR+YPjEux5XLsPtLC6FQOj1qlnPRdlNg5QTWgnUkFkaVOO8W4lyoew8WiOP+odN0zCKBJzOwQrN7FkIbMrCIQCLHipX7LUdgSQXWNCqw6gPXv2X+1auCZJtrr8AKx80ztmTceBlC3FUl+tzYqd24TXlMeqoBdvZBADHEXY1UbEvzaAZEAitkV1FGYJmsCiGDwbmF0Biw6aAXnSDe2I2dVGUh7vEBBXdCgSUJLAt0J9lwQmwR3KGteNATFFjnJk3RK1+98O5dm+VoAXAkmO9HFbwEC8GyC7w+7p0ncrxlF84eHzLISpVkok2yDQ+pbFMUWAXXAoXAKigoKFgB+eTWZWAVC2HBi4d5X4HFJp/IDlgI1yqwqlGcIDWItb3BbMDe6qN8EO6zK7Cmq5cbABElQm5FBlYr1FLaEyNaEFimSiHubBGrDe6NK1DtCSwAbZuSnnYt+vCkup3mPH7iJ62Jy43fTJ1Guk6kz0UKrDUh7tK6pSSB5be8IoqEhqZ0nhh5Tl2KAuuqMrAStlNg9R9++En0KA8fD+hMF1UgjsDyihhFWCyGlYLPjAECa8hWO1SFUO2lSbEMcWd0kVhqunRckwIrVSHc5w61J2ceHM9DA8QvDymwxHvi+pyUnQPjCl9GBlYaK2g8Bnll0aPO5zapRCpchgKrZa+OQU+BJcnMnoWQYQCf06bOU9h6fBAnFVixuaEyKAHQ/sGEz8AKZJmqQP5BgZ3Ncj90NY0ZWGG4kQTWK4I8mQcFll+evUqIrAXBgoICSwuCzBNYUYFFCsorsGjkqwEGC+GI4rpnHz4Bq2AhDJuYsgSdAouiAgvslpVVCIPlUs9aQfRZZ2ukCkQUFU9DGVgMxiiQcoYBO0tqWgDILISCwPIKrPMuncOVH3ZfuZ+fWwTGqEqk1ojCdRnx39dHPeJdjOHxQRQbcLeAZgvl1aKGLQJ32gZ5qGkAKgqsguePQmAVFBQUrECuwOpZCAuBVfCCoOmFuDem6xFYAxbCqH5gLGKOiiOwJnWFMENaiAByy4tUojtMNHfJqgkT72qcT2g3RdieVRlYfts0EbRXNNQid6qtqkhgmcTVYG9cAdUYI+WWbTs5wd6+mQDwmPa80SbZQ9p1K9vGXhk+vyADi+2GFkI/PracLISVSiSXFhXTjCScLsOSoqqkTLhMAktOCLchsNB/+JFCdsximThtTVJgaUVxXzEBzYrz9JnRbmghPHHkCo3qWGVO1TXIlxbsTtP5I618TZsIy5CBJUPc6+kEdw/c+h4eLxzJe1GIu1TBeQKL2cbr8TMR42vAMhuoroF6BAbw2JN0r96axlDsnaoQLqRycowFq2gVHEsFVpOOT99CyGwiGawaE78fHsRFG6QioeIR5BiUE0UFBdbCk2qT26nS33yWP9ijKgo4qz3XV05EG2/XNWrfh2a6duHx4drhY9/IWDhlkx/nAoFFBJoEAiuQcV6BBQaiAstbCMcqkqfnP/wstxCCgaC4QiCwdMzA8kug1pweNngLpbacWwj1CIFc1f75TKpCaHwVQmfvG4dcL2MBuwAzYE/dcSBhITScSDBuO1AFzE067tovd/vIYtQTQI0qCAWWzVRed5TBlHt92rNh/qrs3rMdMH8CKILy22rZppB5b3Fk0xYFVsG1QCGwCgoKClbAZgqsKma8AKnSUkHBTceip8DqbJepk2iAwEpPbjlaCCmEuGtfdQ1w5bcD2SNupJ9JKREIl23zrwLC9phFZkMK6Hx7Ja1SCZKv01UMcbcGUV2zN9JApsASlcB2JLCetBSVOVPt2mCZl0jHiIzAusBeGfZfNxvcDxHy/FhXhRDLCixNyd5VCQLIyHPqEhRYmyjrngnMIL2NhbCvwFL+dY8Q9OisEUQlodaBwCLM2yu61rQD1sQhC+GxI1eCfTAgBLlLBZbJCCy/zbIKIacMLDUZ4f6RO2aLzuB03iFZCJ0iqA9HWAcawp2zkjTT0ZpMkRy/lAwsqcAajUGjEU5Rx7Hi3uE4hq3PdrAQRgVWNQId3sWCteuTDIyFAiuzEPYJLHTxHKXGAH6MiOdi6BdaJUJGkMpgH2ZO5Iklvx2TW6Cp/y22mRWRGejOfV+vGWyaTIF1WFWY+tz2aCG0zjLInatQSdYTWJX/Xf8AAHoETNwYxSIDS03deEGVP9bRQujWzcw4e+cTQIS4u+KK/l94AktrkGVPYLltz0LcgwJLq0ScMgP2OJKrIQfLxIzEDrO4exKBpY3PxLOA9XZZstYrvtwvhszEoMCadan/hAKotSZ8+dX8/BppjuR6jfxC87puAZOr+0g+PAiL2w5YPHVh8JEaIK/AohQybxoM9cuCgs8bhcAqKCgoWIH+U3QqCqyCFwyWbRZaDgCN7VsI14e4L9CzEIqJ/lxYCDOyY0elBMu2PSuBxTyo1gmT0kpkjVSi4lmndHxKbw3F6fS0ZyFsWpPcIru1FE/mC7CqUCuLWqXy8acrSA3eSoEVJqU8TGYEbGghDOOjC3EnX7iLYD1xKRVYncisosvIwAKSJfISFVhEySraz55ZB+49/Igl64lgBwis1nYpA0upZElTtFRk4bLAUoEV1Ws5+cfWovMZWME+GBBysGQGljwfFm063pM6qFxSBpaaTnD/KI0tD4/nSYFF1Yr9rcTbrleZLMA9Tc7D2HIpCiyRgUWjEage4THGsT/eOxxj4mVmOymwfAYWTfZBkwM0rNy6mbMMLGkhpJ6F0PYVWIHACudiKwmssBOloo2iAosUYsU+Gt/KfssKS6ttDdpZOlcxf4pTMZYcaI1JGA9VBauUU84xewILgGXXzxhATaBAuFUT0CiQ7NEHCDX1ba7duKFiiLuzJ9qFgZm5bbagePRJKajOkWUGQEvKb6MLd88shKYD+/1X3/uCsOQx0HyGTIEFzqoQLlrAmfssRiNvi2RP2jHA5y3QWUdgxZg4QuMVu7ZxGVgzk66rIVBdK+Arr+XnV11xtDfXbLJ+8zpaoOtVMZUEFgUFlllSYLlgeG+5ZJVStWaPUVDwvFEIrIKCgoIVCIoQFwpLmYWwZGAVvAho7PJkyymwBIG1LsRdElhBgVXpeBPdsI65JBKRwNpWKbGNwmgVLqhEGHp2nRFYqb93SuUWQo/9cZUpsMCcCKwdPISWGceLBZg0RppdBXq/308HgsAB5HlWFxJYYv+tsxHa1QqsIQuhU2CpSAAOWQitDF2/jAwsIGW1XUUGFnOvgtp6yODwTIGlALbL6rnOmlSFkMipPuAshH2F5KVBHvPxkW9I3h/MWco8WiKwggJrvgD7jiDVUG0gKAiY+BweaztYb6FU4xHuH6ax5cHJAqn3rTonBPliw2/KHLbUty9VgSWrENYj0EgQWAzcOxpjUu+mwGK24IU/FtMDIBBYAMAmV2A16xVYMQOrTRbCcC5yUE5pPUhgOcGXlygRnDoJACa3oabit4RFkBuDzhNYpBQwf4JjT2CNdYUxEaYxAxFYjEZuCLMGsF4RZWwS1dUqI7Aw8uHxsaJrUmAFK1xQh4UMrO64geVQVTFZCIkI+8fzSEYtVOX4G3KWSqfAcqQhi7yw+tU30zWMAcw/XlJgWU82ugws1866cmQ04CoOgq3LTJ+1YOMeRtSi0l/TV2C1TqEGOK6OQKgI+PJr0mbrCKz/P3t/Eitblu73Yb9v7SYiTne77Krvq97jIyWRlChRkkVLkAQbsAAbtD2wBgJsw5rYMOCJJx547JEBjwzIE8GyBRswZAu2IJkyKYmyREuk2Dw+Vr1XTVZWZVOZtzlNnIjdrfV5sNodJ86592bem1nFjA/IvOec2LGbtddae3//9f//Pw3ssmaHSfsV7W8CWPUeBpZ6AEsL/z0gSRxHi+83Clx9wCEO8UXHAcA6xCEOcYhbIq7cxpXcmQcWBwDrEL/7sY/dYVWxz2Vg5RflgZyoLuqKZV0RXy/6QkJYRkUGMMzLMCWKpFs+JQNL7gCwnHNM3GRgleXFSwCrxP9WiyghDH9Uh7rsr/KycdkPOFVUDG3l/Gp4OO7mNplcbB+RW8z3c8za7y4AK/YREWSnEt9eCaFaRCQAbhnUmHlglT4qr6ose8HAulMS+TIRrkEdn83EvWBg7ZPKjpqNmJuqogosRhWhfwUm5HsjSXFXGcyculnblQbu1a6EcE8lwpIN1Y9ZWhxZROrGNBjMasmjswLAuuxIxuz7/K8gUIPifoOEkJsSQnh9DCyagoEVjuAZWP54w+hermhDv0njWpbHyOqEwcX2crR1CWAV81U7n5e9iXuQEE4KU2RgzU3cpV1kD/dSQugIIKqAaAFgFRJCmIE7brRM28zYcdtnXAfvqJNmBTiW2GgJxTYYOKlTQNDJ+0NJAILMIt/XEsBiLCSEy3CNAayTgoGlqgxPNzjivCtJQogxHF91qa37qgoMrCAhDGrCxigUktHmja8koBIUhseoRrmv38YzsHw/iybui8SuMpgom3SKbqbEwKoLAGsM1WV1HJEaNmPsv5JM3CuBr71hk6ccgLeiC3NHUQH2Xg0rN/nqh2XsVq8EX4mwO4dqLiGsosm8FZypPVPt8tc3v3+IQ3zO8YqWvQ5xiEMc4ncndFjDu/8RnLyDfPXP375dePEzYSVX+IdDQuh++Ye4d/8e5h/55zEP3rlzW3UTvPvXQCr49l9C5PWvezzddvy/f/ZLfvDoPn/uK2+/9uN9mWO3AmGMcdym9GwfgBUTNFFlkPyi/Td/89dwrkbFS+t6KsS5GwDOTOojfmX35RlYn1FCCAnA+sOPH/OHHz/mv/b1LBepi75eT2MyDZ6Q5IFlrSSgayWO/u/9HZoxllxTnPNQnlPfZlKAYs+L886fm4phUSmCBi1bxXq4hWVU+IM9d6y+KIAVGUN7gKZyHiwlhGBSCfYIalQF+DWV+3rFEkIFrvq/j4rjrP0DzG1gyHNCn/6UZuklnO4FAIm///RXPO4u+Sfe+j7M5Od1IcsBt2fMTWrRcJ6r+oghyC7VCMMdYNzH2w952n3CN0+/x1HtASbdPEHf++vIox8ib/7+7Scc7vkf16d8wIJ/nIoTtR6wrBcwvofRX2MWFa631KcnbPqJf+dvvMcbpwt+fwZgbalPj2cMrD5c5qI2GFPjXI8Lfenoe6c8+ufvwfIX4Px5PH76CzIwfhcDy/+kezywynkl3vcIYP3tjz7mx4+f8S9+95u8cfRy1UsjgCWLivrRFau/8JBN8wDzmwW4LXX/t1lfXTN2RzTLY/rRsWwr9NnP0d/8PeRrfwE5/cr+facKhMpY9Wj/SS6M4Sy1OP7+f/Z/oTYN3y3GjeiA/uTfhUc/QN74vWDiXrFVw598620W24Ej+QTbf8L44z+B6SOq79QoA7p9CkB3/iF//P5/wHSypHpwRF9XTB2oFZ6cPOArcs3bhYSwfrNBhj9B9QyRCh1Gxq34KoLjlvXT93GV3/a0WYI6VupICxptC2zTHKuW4IHlsTSzMrlYQrVATIW++QD92j3cqoPJJgbWxVnFB8/+Du8slkgTkSTLfywP+fhffpN/zq1xeIN0AcR4BpaoB+oGqf3EvLkAN6CBYVQzMgzZSL4+O4u3B50s4+ML6rNzqsWOhDC8L0YGVqy8iRhMnLtV+eitt/jZ2z/i+6yTSTrigU8AN/qCDt0QWWQEqaFQG0Eq5TtvWn7yYQ3GeAAr1oiwUwKwvto6GBw6rOne/TWP/73/mPt/8c9y8qeasE2QS/qDeglhtcSIYT0IF90QrskvQk0YqqFHf/mfot/+l5DV6d7+fIhDfB5xALAOcYhDfPni/f8C/fBv+Yf4w+8jy3t7N8sMrEDLL1Z3f1cBLLUT41/9P8LYo/0G8y//j+7+wuOfoL/6zwCQ06/CGz967ef4H/78Pf7G+x/yNz/8DT969JDj9lC2+XXFbf4649gVANY+Jo+mf2Ky1VWOn1xeMFgYq5rWRgbW7RJCyOOrlKPdGq8BwJqc4//0935MN01cFOXsZwDW2AMLEGFSt5eBVf3iJwx/8hNavguVIgHAgk9XhfDZNifmi0awUUajyma62Vaq+nIG9+2LSgjDsfYATRqYqOKthgEvh/Nyl9slhLbcVykn/CwRpK79ccPV+BOQikqOOG1/8NK7UnXoj/8dqjdP0Lq6ocLZjathy3/y4d9HgWXd8KcfFEAKLQ6JSiXcnn4+JSYILOsFOC8ZdSKMt/D3JjfxD579XZxarFr+4OGf9ef+s38fnv4Mffxj/3zbd99CoYYthr9mjlGtMPUp/9x07kFdM8L4J5jFlgf/9Fs8+asfUp2d8Nf/6Df81b/3IQD/en2U5gi73sDbu1UI/b/Lts5sKOeT87f/29+ifaPljaNLItj35GpDSkvktjnfIMGcO85BMw8synklSggd3Tjwf/7DnzBai1Plf/Bnfu+W/d8SAcBa/P5bmONroOFZUyFNBUxcyFPsYkVPR8Mx3eilf/qT/wf0V2h3jvxj/9r+fQf/Kz1ZUn/jGFWh/9kKngLqWP/mj/ngDe87dHohPIrfe/r30Ov34ZM/gn/6+2H+FD6UI6ZHDULND4ZrdLS4X79H/WeOkLZGpU2G7u9tLnh8vwEs4iasM36uUhialot7DQ/a42SUfvRnj0GfwlRBc4brJ+zGYfCsovNf/AP4/p/z59ocAb1nYAWfqW3dwrSFwDbCQtD4IUYxSzLIH587f+abcFzjKgtXHyDLCgV+8VVFN+/TyTHfXPjv/Gpa8FfGR7gjuH8h3L+ncfc0pmZZzKkDBhl7dLtG1C+yCNAYmxlxzYJawmKBKm4YsZdX2Pd+xtEP3soAlvUMLFVNAFbbRHDKeAlhEN7/9d/7AzY0PLVtYmApBQPLDqF4Q1zsEOrGn10lfi8/+Iryk4/CcZaxdCQspilVH3mnUf/gcROf/N//XS7+f3/M+m//A37vf/evBVP6QrrpLHQXqDnCqPD+1mAnoS9ArkFr2mlChyt0++wAYB3iC42DhPAQhzjEly60CyaUqr7yyr5tVBMjRBIDq0oVx/R3VUJ4fZ6kBLp++vztt0/yz5tPXs857cSTrffQmJzjk6LC1SFefQx7/HgAxhc2cYc+jA+LT9ArgzfrJTOwdqPaZWDxKRhY7fHt290VOwDWehjpAiD00Tp7SDWmZGCFJEaMZ8vEhWubc4DF5gJFaGUKkhOXsDuN8pOXiPNgdq2qtE2VDHUBtvtM3O2QwaYX8QebMbCub98uemDt8aqKQH6UyVkXwT3PFvDbhCqEkhlYdvUQjt+E5X149IpA8QCE9cdNlgm5TzlnDdcwbr33odHn3rqrcZs2uRq2e6oQZgkheyRtYzCLF4G6amlMS4WiBnrZf/Ct3aRKuZuAsKk6uPiV38AOtz7f4ji6lgoNsrynkd0zdeBCf7CO1Xd8olqfHfObizwvnBdSJBckhKUfVZRSLRtTjPEJs6i8DMwIp0toQrd4so4JfwP1V/efN7nCaTTYnzOwbkoIAS76jjH4dD3d3vS9e15E2Zw58yC2iPB04/dfGZDW0TaeE6YajNynDvog39re/qzVLrT1skHVS9mGUGEPZ1Gbx+YzKc59ivdogOEaVcvolE5aQJgwWPUsPtQhUXfW5HG8mVUhvHlurjnikgGzOkIaQaIfV+h3rp+QPra/cDlcpx2dtp6BtQzbqipdMF7XMcgbrcwZWMfZnytJvd94w0tvlytAMasau2qYwmV0MnkDd+ATG++/8nRoAgNL8Gb4DYt+SHODB7Dysyn6OrbJO93A6pTa+XcQdZqAN7f148fPcZGBZZlcXqxYNC7tx/iewbOp5jrMo9fOFLdCkwcW44AayQwshbr2iwQRwPqLP5p441R5657y+9/I88m3+wuOUN6s4Tutr3yo1uE2vv9Nl2vUqme5ab5mxusAXBtUJNtWxhosAoO0ARAT6C85xCG+yDgwsA5xiEN8+aJMzveYOPtw6eEeGSLecLpBdfjdZWBdFS/S/QuAQyVg8DlVn9kW7JKn245v3z/7XI77ZYze5raujWEKb65D6bG018Q9IzPRA8sYTQBWNKTu9TYG1j6vGv/Cfaf07ZUzsPqZHO9ZN/DmMnqh5FekKnrPiDA5W5i4Z0ngauxADU30wKIwcf80AFZIDBVlUUvhTa5cT3vmn6kYzy/SNi/rgXWHhDDez6kAIZsgGUwSwkI+aRHkz//rgL4yWbJULQoMRw2JNWCfPL9P7YvuPOzU//e8O1carfd2nFchlBYT14vN3OA9xhTAGIOXWra0vr0UBuO92cyOB1c35XvW2dA/17+Zm9h353D0xs0TDvd7iCXnMFxFqeWUfYLUWRbvrJDWUJ+dsP4kX2cCWfASQijZUIY+gAPLtioYWIo5DscxBqnf4o37Ix8+3fL42qDLf8KDXbfdr0hjAzA3Aaxqj4k7wLrwNNruYS8+L6KE0Kw8UOswfPzeFquGN7/zdabxN9mQW503cq+KJH/c3C4hjhUIM3LCEMeac5hisexyVbRLWTFyvMZVE5vJIqbCvPE1rLtiOj2hrirMv/LfRD/8t8LuKzjx1gHr9y39pkOs8s+4U9ZvP2No4Hpo+E39NiKG8+EpZ8ulN0mH4BsVgJxhpHK9B6JquK5rdJyQpuG0WYF9wip5uAldvK5hAAS1xpu44wHJ6qRkZi48q/T4FDk+gfECFcE0hvHBUeoHVhwmnNu1y/d8O5lk4i7Aom49AytiNggSgTT1FQu931SFPHwTMTUIVEHO61WA4cthQWNehXCiS0NPaOpYUTNICIEPnQcXURicsDSFl2Q0cbcTaqKJu4+A+yXA7N6x8L/+7w84B1sc23CoB/2Gf/XBOfWjRyjK5BScxVR5TnDdmCTNIh7cZPMkjC3wxRAFcBijqHjwbFzdQ77xF5E//y8j7d3+ioc4xOuOAwPrEIc4xJcvZgDWfjNknVWRyi9F0ci9XGn+XQpdZxCqLMl96/ZFYqu3rea/4uim3PZPtwcG1uuMMvE+LoCdsUyO7mBgScHAiiQTI1kG0nOzCqGRZjamSqbEcw2XS6bQpwawipfvqeN6yG3gnGMIoFSdWCMaJISACKOzyQPLe+YG6de0RREW8Rqc86vVBA+sT8vAAs/AikwcVbpxTxJeVCB8IYP7Yht9IQ+snQqEqqkaq5n5X/mow/ZOval66YFl1YUFgVf4GlovsJUwLuoEmjqdGN2nmLfSXBfMmp9zmiWTcXDTzvOjCQwsCX3lJqAb1UIGqKSmMS11NME3wjTcXGjpbJ4bJzf66qGXv9rZ6Hz/CUcAS4wHNMSw8UKwAGAFD65QIW71jWOqsxPWXb7OvgSwrv3+Ipg0TfmzZVMhERxzDnMSGM0iIC2PTld+XFnlqtPbwavYQpHMhqKq2FkVwv0MrPWY22+7b+w8J5IH1rIGETaj0DvPYnnQ+u4WK7Y5O3kGVlf0O3W3LpYlD6ymzgys1F6WyuS+tFnWjFWgxcwArA2qE9ejI6KugmFwAfArF5+MZ7GJCEPYVbWeMFuLMd4o3BOh/H04758iy1ViOXks3s9mrp+o6XCDggjXiwYdShN3ZeUyoL8Nc0Kq6ugkmcWLYQ5g1Us8WzFL8WIhhelRnrsmtciRn9Ovwz0BuB4Nk4bRpsqiaVn0fQDgYMTgir6goWO1lV+Iif2sLooERABLwwKCvxXqnwcaKxACIrS1v25DlSynPgqLQVGYV82qENq875KBhVDXfp+xMIYHlRQjYbEojolhwtSBpejw/c45TJuv0w029AH8xOasZ9obD+BN6hJjNBYeBC8hlNUDzGL1uXihHuIQd8WhBx7iEIf48kUJWt3yUunKKlLcBLBUp5erNPRbEjPZ4DivOLU3ysT2tmToFUeZnJc+QId49dG7DN6cNtnYeCy9sfaZuJPBlMjA0kLqFA28eypEdwGsuedRCWY9T0aor8ED66oAsFSVzvqTjwwi7EhtsxykZGCVHljLfgMIDcFDRTVLCIv/v2icB6mTorSNmUkI93lgvTQ77QUYWKouM+h2vJQUe4OlOrmSgVVWbR3mHlivqkpgGVXLsGriiac/9/bxy+8rgg/Jhubu850zsKY5A4sAYEU2l7m5rykTtKilpjWLxFhTEbbXVze+UwJY/rjdzQphzwOwMJSV/dZSBwAr7DvI7lbfOqE+PeZqW1xnne+vvd6iqgnAGgsAa9FWudKolgwsAWremFUifN58X0rMBKxLx/TAeO5j5bxyXbAsPxUDKwAuZtmAMTy+zPs+q/y7QBM8jzQysHbb/jaQOEgIJZetY4xzjzqEcn5yXJ4dQd3Mma3DNYrleooAlv9nDICL3RRWACJe7qa54mp1NeK2fWLO1mI4aTzzeT1eYpdtYjmlsaUOe3mFYcQFuei6WaCBOXrarEAdi/SMEbZVYEfGU1eDTIWE8KioclovYeYXF9A1YHp4nK5T1cFJBLCqNMtuJpP8r0SVZbNk2WUG1qRkozYxca3BS1qL+aMKEkJUk1+X2pKB5fu1c2MGsBDaJgNY8esfF8/YeM0xxighdGPhgSU0tWCM/9mD2oJSVIlMRuzhb1UAedV7YKm11Kt8Pa4bczVZY8A5dPPY/ywwRWss9azq+J47qgEzf3Yf4hBfVBwArEMc4hBfvihBK3sbA6sEsDLzIJaKV0/Qfj3n9xpjJiFU5mW590X50t1fvrry9HdEmWA8OTCwXmsMhYTwuMmJ5BhlSKba632UJEZWGcQ7fJhbAKybDKy5/GDOwHrOmHolAFZREn7qZhJCxdEHACsyiBh76tjvRZh0v4Sw7deoGhbxGook6FNJCAMDq6nAVHVmYKH0ewGsl2SnVYu8En9bcl0CmTcYWPmzCEqOMwArb++0nwNYe3zRPnNUbZAPQtnWg/s0ANa5/zeCJc95Wy6luIMbdzywFonRIEbAOHTn+qdwHCNQSeU9sCJeYIShu2Y3ttP8nvV2CzsAlt4GYAW2Xh/Bq3CBV1IFD6yCgQUsv3FCfXYyB7CK6o52s0UZE6BZMrBWMwaWUh1HBpYBqXl0mgHlx1fPeR6JSYxHqQ1uHAsAa3deyedXAlj9NAXJ14vHLgPr6XXuEGdmAKdJQqjqGMZ9ANZ+nzkNEkLaJuLeDJIlhFIVKLlzXJweIYv5tep4zWAtw+y6JP2uw7PZ33GW3ro0N1frEdcNCcASDPcXD9M3rpoBWcRrjsdwuMcf+59C1b513aJDR20My8qDbMtiMbA3/hrzgSqPmBAArNUcwJo9D0QSFXK8v5rNpu7E97dSQrgZM4AFyqJuWE4jsQTAqIIrFibipnWls7m7Lhh+bgi+qK5gYMViAm5Kvm8KNHVoW/XnfIlhUxXXR55XFGWMDCw7egnh4AGlRegKgqRFDEWS2ZaqZ7+pKmIdUnkGlkZDNmupT3N/dd2QDyzi56IoIQSsKhJUolUV9o8yqqD73gUOcYgvIA4A1iEOcYgvX7yAB1a5gm5KuVNRHel30gdr/Wz++/NkhGVi62w2pX1NMVqXfJgAnnUHBtbrjJI5cjJjYMXKc4v9vi0xUbWKIjiRBFqBX7kF6KnnNCXmBu6ww8B6roQw9EdTI5+2et0dEkJVzQBWlQGsxuVEZ3LZxF2DX8iyqZC+A4Q2emBplhC+LFlztI6rkDS3NSBVMkUHTabz8y+9HLgnInm72wAsVwJYcwaWowSw/GdzD6yCoaMDdaHDe10MrP4o3DPVdE69ffLSbFndkRCKufv7Q9FOg52SuTqASJvHkC9zhhZ9ztoRF+6t98CqaauWykRmI3Tbm+BHv8PA6rqnc9ka3Pw9xswDKxujX0ntvdR0B8D62hEsGq4LCWFXApLX25msfhjzvV/MPLAcsrqdgfXkuQysQkJYC24aE1v6rnllvVP0oAQcXyR0GLxHlddH8+S6YGBJjyq0ifznGVg3JPfDfgAreWAt6gTs9JolhKYEsFAuT44yqhH/Oq65HmPV5EQbZAzzlhtzGU0NrJvOuSSJq9cTbtMnEEfEcL/NANaF6ZIHVt6Rok8fh/ZR1BjWlddTnrgINDoqa2nDeN9UkcEeb6JBu0iTAik9vuoF84IHmYE1nq3I9EhwK/8sWNusedtaYXTZt2thaoxRmsAqnFRwNp+HCwsE3oosz0+G6IGluD5SakOfKwEsW0gIUZZN/L6/pg/dojjnQjMcYohzevDA6oIHVhuN8ykkhGhw7Cqgeoc3xDcFA2tyqLU0J8VY7casiTbGP8SmLkgIAzMN0EmpKk1yx2GSvOBxiEN8wXEAsA5xiEN8qULdlD1d4HYAq/QwKRlYBYClv4MAlu4AWHqHkbuq3kxsX7MP1q6849m2S2yXQ7z6KL17Zh5Y8e97/a9IJu5DfOcWmfkExdx2QlISHOMupsRzKxHG/vhpKxDC/JpsP5cQkgGsJiZbY08V++ANDyyfURwva3S7QUsJIZrIZ6q5zV4kLgoD9zaYIZ3k7OX5ANaLtk8BYO0Fecq5cmf1vQTw90sI22LbHiMm+W9PL1Jx8iXDVoYpyLBa27Co3kzn+dI+WDsSQvMSEkLfP3arENbxF2gEV/S5sc/SrapgYNVRQmiErpvPw6rKdtqREF5/tOc6zvefcOgrnoFl5gws1xETeA33U+qKTfds5uPWacHq2GwLA3cYp9xXlk0GsFBNMjExnoH1xmkhIbx6AQArgoqVwRYstLuYneth/qzevKQPlg59Yl8J8GST930s2xsMrH4vA+sWmW6UELZN9hsqAb86e0gJcH20wC7m4L0br9lMmSUKvpWihDACkv7vgmoEsAoG1nU/Y2Ddax+k71y4y+SBldF4h557AMsOynB8hg396Og69E1nUedY4nVpycQ92VoZ6KOJO1TLYg66wcAyCUAZT+fPJReYW9cuMov8P9spyx5bU2NwtGHuHDWrMMVUuHBSuxLCmgx+Tp3/gqkcYHYYWKWEENogKY2j5AM3P2eBVIgAYIiG8m5kwDCFZ0tbAIclgBXMyPzPQVooNtCmCPLajfMMrJMM/LrtkHzQEMkM6SQhDOc0qC/IEiCsyfq56BCH+G2IA4B1iEMc4ssVO4CVvgADa2biTpGU8bsFYKmzNwCsOxlYtr/BnnndPli7BruTc1z2v5uG+b8LMWdgxQRQM7B1C4AVX9rHoNHwDKz8Ml5KrvppDozcSDRfkIGl6nIS+Gnlg+CrSyV54JbrcccDa4oMrJBsjT0CVM5xmwfWqqmCT47QlibuISP0RsIvfo7JwF0hWuMc17mdhr0A1ktWISy3c3a/nLroH7LrgaU3GVilhLCVOYAFHpyB1yMhHOp8/u3Ysqge5c/ck31f2RuqukdCePfN22X0lMCwSJDQiSBGkMZL32JMQ5eOY0SopKY1LXXEC0TodxYaJh1nIBlA1xXXWEhDdU+hEr3FA+tKajSyrwB7GaRzleHq+ulsH1vNyaxnYN0BYEnJwIpFH8RLCM8KCeHl8yWEpQeWLVhoN7z1CgDregfAemkj93FMABbA002e4E6km5m4q+otHli3MLCiiXsBSvU2gAso0szHiqJcHu9ICO0m+F95gGpRLYkSQlVFCxAGMaCO3to0J1VXI7bwwDJS0VYLjpsTANbjFXoUzy9sZCdc59t/GmrWR6f+U4HVM3/tGopfrLAQvL0skpipGPEgSwizKOb/apGYTmnHlWcJDceLkoCFDfLGaztnCEUWE6q0TsFAGxhYipcR+mPVCbPyEsJ8TlWY51TBdVHuqKjOASznMgNLVRNJzoS57kNtE4A/Y2SGGG18bkzJhxGgbTJrq04SQi9zFFdAysZ4WWGkQluH21rUWaSCahWeRZt+zsCKc3YhIQTQUX1b4AsLjBa0OgBYh/jtiAOAdYhDHOLLFbuA1a1VCPebuP9OSwg3lze0THcxsPauGL9mAGsfs+TZ9jlJzSE+dcTEuzYViyppYBhTCab95bLja/OMgVW824poSo6mHQZWdUeieScDa+py//0MABaQgbmpY92XHliFhDAyiEISVquj9MByLp/OKlWTCgws5gysl/XAOu8KA/fAwLpXlC7vx5ugrn6aCo3PM3K/i4G1T0JYbN9W+XwzgOXb9nVICHuTz38xVLTmjfzZyxi5j5v5dfNyEkKAweb7Y6gxiYEFNDKTEI5Dl3qGr0IYPLCShFDox/kc2E035+1uKOTdD76bf+4vb55wqkIoNxlYEexwytUfetBKqoqrzfn8eMVQvQvAWpQMLKcJwJIgITxZ1iwCOPt8E/fsgWVqg7W5Xe6SEF7vAFYva+SuQ49ZNenYTzaR5aQciZ+XIoAFjq7bzv3jYK+EUFU9A6upUhU8gH6U0D43lLugcLGaX2vntsnv6qRZclSfAILTUAFVinMJAFZnpzQl1esRV8j1oxn+vSAjVJT1g8jqDADHNEBo13GoWS+CBF2U1Ye/8dcWPDZX6hJY05kKZhLC4tTqYl7YZWBhUGMYTEWgBqVwtcEpbKaZqM4zsNRLCOuuR8SwmHJbbKXxxuemyhLCmjSxV0ayib7LABZ45V35zLPOJg8sKAGsiSutuNL6ZtZdMrBi9WVn2RRAXNPEvhYlhB6UFAUdhlxIQ4yvExHnDQdu6yA8f6MPlt0OXjasBAlhlkUmCaECg/PNrJ7lNVqZFWo5xCG+yDgAWIc4xCG+XHEDwHoRBlYpISzlTr9bANbMwD3GXQysfZ4dr5uBtSexeHIAsF5bxMR7UdW0CaBQxvh68BwG1hAZWGZeJU/Er9wC9DuY1E0GVmH2fZeJ+6swcI9RAlgFGwaFwfpkqKmzhBCgcZokhE7n5MRVUQ69jfIOp8lKxUsIXwbAigwsZREArNM2e5QNdg/Q9ynaR5pCarhvvM88sO6SEEYGVk7wGpPvc5SXRR+s1yEh7CUAOKq0ndKYewlYG17GB6uUSUe2j7i9TKb0lR0GVh8AsOhslRY+JDCw+lJC2GWpovHFAxqzSAAWBvpxfuzdCoSg9MF4neM3kZN3io3Pb55wBLBM488yAVg1SJAyWcv2vWum8wEqw3qznoEGm9Filv4e2x0JYT/mBHzZFibu6jDLgv0hNSLCo+CD9fSqx91psL7jgeXys+EuCeGuZHCvBPeO0HEIDCx/7hHAuseAY0RdBrAU6Pd4luke0JGx8xNJW8/adrCACJVoKo5xdBHHt3KxmqNa5wWYfNYcs6yKucIpsyqaIoGBlRH4aj3hClA8giClD9ZVkO2l05xGdPT7HYeWtWnSeFmdX+CePUEH3yeWZNbTNhq5+wOhQ7GAUbBM/eLJroTQ0Nf1HDkCpkbYqsEVrECFxKYFaLbXYCRJCMF7csnkwNTpupoqX2VlvI8XRAZWnrd0cpmBpTDZiTislSwhrGzPh7r0OxDhoSG1U1bhKuMYvROnAsDyVQjjz7GQR3y6aj+keU2iQXycNxTPblMHSvLBstdd3kYkPcjU2rBAE5ZfnFKFiqkKDNNOPzrEIb7AOABYhzjEIb5c8YIAlruFgVXKFBy/W9K2G/JBuBvA2vPCfWtVq1cU+6QdBwbW64uYeLemyVXj1DHGxL3az8CKq7aRgbVr4q6SE53heQDWizKwCoBGXhWAZYedKoQeZhqs3MLAyhLCEkNaFSvTTZJBuk/NwHq2jR5YWUK4XBynBOZOAKtZJQbFc6Nsx30J9oyB9XwJYQlMzRlYoez8a2JgWdcxiZ8n2m5C7IiI0AYZodWeSV+wAEV3E8DyqMTtPlqD3WVgBQBLKkRk5vPGQnBFnxvHHt2REDamoa4KBtY0f9Zs7Q5bzo70pvKJ7dnXYXm/uJ7zmycc2Hp9uqdesrbFMElMaB3j+cD2vTViKq46pTTV3vQT1ZEfRzcYWCWA1ZQm7oosCwlhaJc3goxwco7LzV3P1VJCaLAuH3N3XikXm9bDDgPrJSSEnkk0YIKEsBuVTbjdD+iY1DOZmjh9omz3Vc/dBxAH+aDUValaY7AeqGtN/uNi3bFab0CVdVunypUAFwWec9aesqyzyfnoFC0A9ghgdc55TGV0mMHNAawwTstKhJcrf4/SoZxFJ4siWD1iLXXyUTruRsZf/CyB/8vIwFIPYEUGlrRLbFfM/xGYMrWXes8WNAQqQ1c13nA8oWCKNYZrV+eTC23TT5kp16yvEDNnYHWmQSxgTPLAaivS860Wl9pCHdgSwBpt8czTwMDKv3sGlsM49Qbu6lmHX6/zvdACkEqycJ3YTrlN6jskhDpOGcASgaNVAWCJZ2CFzxMDa9P7bWNVx/CQEp1QkSQhRP3ojGfbWYeaA4B1iN+OOABYhzjEIb5csQtY7fN94Q4GFr+7EkJd32Rg6V0A1l4J4es1cd+3Mv70AGC9lrDOJdPtRVXTRN+cmYTwJgPLSwp8jMHfyu5WIRRNSfm444FVsZNolgDWXVUIh08hkbstgjRyVKEvktmYDPTW0NQ7AJbbkRBab+gsCCvJ573AAYo6zeqM4v8vEud7TNzr9pgmJDyj3ZNIxPapVzc/uy3KdtzLwCrG444H1n4JYQFgmRLA8mP4dXlg9e4TYvbabsY0ry9M9sHq7Qv6YBWATwIVSl+svcff9cCKFeH8s0OkzcyhZTWXEI5D+qxCqALotQzgkoowTPNnTSkhrEwNdsCKeFDj7Bt3AliqLj0Hh+LZFtlF60gbdI7pYmD7y2ukMqx3AKx+tD5hxjOwZlUIp4yozBhYziUz8GjiDvCoMHJ/cpeRu1QzAMvp8xlY1kE/zeeVlzJxnyZAkwfWkytSWz2gZ8J5E/fIwBLouz3PrD0eWBoqEIbSdykiA6s2fi4BqMeJ06fnHrgQuGzyYtpFHfoZcNIcs6qOUjXCwSlkci0YgzpH77wHVr32fcvZcjz761tUS1a1Z2mum8b7V4kQi1ToZLEs0Wrl5aciiMBxNzD+4qcQgNdlMT92Va62SNOiQ1EYJz5E6sj2mt8nVaGv6mAPFoEWhxXDtdupkKcZwAJor9cgwjIBRcq2qv3cZUxYdFHqOj8HKlxie6lT7DbPW26cAkPLH6ysQqgRwFKL0VCBUBUj8NUEYEnqy1BICLWQEArURf2HeDglaEMnmyWEKpiH94t9ivfACt+oSwYWkPzknAV1wQxemGKXU52xqrvJofKS3nGHOMRrigOAdYhDHOLLFZ/CA8v8w+KBdbWHgXWXB9a+hLa/8AnQa4p9EsKn+5KBQ3zmKI2mF9UuA+suCWHh22G9qa6KJKkLeIsSF1aCe1v4bPAcE/cXZGBRSt8+TYTrWrtqdm4xGeitoQ4glxYAlohBFazTmYRwWcwFdcEM0BkD68Ujsg6NSJC0QNOe0gQJx7SzQ3UTRN+ll6nQ+DwPrJJZtMPA2i8hzH2qMW1iwdjXzMDq7eOUuC02uS0WVfbBGl7UB6tgWs180m8BsJxqYlzlYwUAK/RtX4kwsk7MvArhOCT/IyPiASlgFZN4A92Ox1YpIbzXPkDD9fZVBTsMrBus2XGTkv/BlEl/MHIP/7rR4TrrGViV4arbbRAYj3xf02GcGar3Y04vlk2VnqGqiiwKCWH4+xtneU745E4frLmJewma3eaBtZ24AR2/jAeWBmaSWXqJ3JO1zgAsK57J1NZ53Hf9nmvYuyAUQedqZk/ZT57JVBuX8IhqnDh7cp62uWg9gLWtKnpTAcpRbahNM2dgWZuBIcXLoHGhsIRSXfm2KAsLmKKk7P32AeBBs6umTQwuBHSyTAHAWgfg1aAsh4nhFz9NbbdSl/zDPAMr7LxZoFOVAKNdAGu3v4GhixLCYp6dxLAuWY7hUnubGVj11SViDEtbMrBqxCzCNfnv+Pk2VGeUDGDhwG5KBtY0W7SxbqKfeWCpZ7pZuFDvOfVGZTkqJIR2ZuIeVzscnS0ZWPEnoRYPHDoN4FVhxCiAPLw/aysvIfSfN5GBdRXep4xBjAnFUYKxe5AQBgtHajTMTRqKsRwArEP8dsQBwDrEIQ7x5YpdAMtNPvnbids9sIrVwt+1KoTrmwwE7feX9gb2e+qo7jcFfkWxF8A6MLBeS5QVCFtTUxmDEe/5cZeJu5LBh94qNryMly/zlVE0JHmjmxvr3lUt7E4G1iv0wJISwArX82C1zHKJyVBHCVySEGpOPBQvIQzNtCpe7BfFNZQSwpfxwLoIHlhHTZUSv6ZZ0YQ2Hh24ksX0advmuSbut3tgaZFc7mNgNaZKYKXb8cByqqmS46sIb9Luk9BmOyYAqzH3MQHI6O3jF/LB0sgyFXCRwXEHA2vY8/zIDKzIpKiRKJtamFsZWMZAFZ43qzbeG6HfAXa7ICE0YjhtzhLQ2C2OYfUQ2tPMxLgBYHmgSYG+TAOiDxYGBezGt9V0PqDacrUNDKyiCcej3H/s5M9JxNAPeSPPwMom7iy8EXuszAjw6DQD5U+u7prvs4m71AYnhVn+LfPKdoxXm+NlPLCij5OsasQYnqyZA1iVZ8MYE3AVoCsr5y7v+X/HzY3FHy0ArEKc530DRWhuYWCBchGKOpy3C6JC+bg2CNXMA2u0LnlLqXoaT++8BA2FKjCwtPA3KiXI9xePAsgvXDYe7FEXAKzRMrGAxZKrAHCfep6W98DaeIbZCgthgaOTOl2rNEvPqgsVFJOEMC4elICJ+mdKXwWpYMHAmoxwrSWbMLRjGr/QXl+CEZbTHMAy1TL1KRVoKk37rnHB6NwvRpQMLB3GwopLcc6GviYojrbx5/bRaPwJqfJO7dIcHo+X7lNsA7VskoRQCuJrrvSrhAeQdeneC4Lcu1e0QYUO6h9WBQNrWgegOXiKAb6YT1WBwKSa5sm6WJTqreJ0vHuR6RCH+JziAGAd4hCH+HLFPs+rPX8rE+mZB9bvtITw3P9Q+p8OtycLWia0p1/JP79GH6yukHqY8FL5bNu90mT3ED76ApyIFQgbU/M8CWGZDI5WcSIgyf4ECEWiog+JlcRyMtLc8GeaMbA+ZxP3a61SsvLNs9O5hLAJ1z6TEBYAzCTpeldFWyY7YM1VCDVmGS8Q/TQlIPe4zUlZY2raKGdR6Ep21Kf1Byu21VdQhXC8FcAaUXWJgQWvjoVl3ZbJ+US57dUX9goAloihNdEHq8PqHlbpbkQGllQzlp3eIp/e9b8Cz3rxx499OwORuwysaRpSImtEqMN3Vu1R6l99kUiqapIQLqqVl0SFtuyP3/TgkKlgcTa/nnRyvg0mJIHMIiRJ0ZXFgwJXBdvEnbBOpKL892GRgRLrImtwQTfmbeYeWA5pYuKc+9ObBQPrzkqEheRKakl9UADDLgPL738fgPVSHljBryxJCNf5PDyAFTdUmsYzlbrouVU1cPRG+vzGu0aQEEqbGViTw5uRS/Y8AqiniUU3sNhsQR2XjXfbO2+jPFU5bgwiNa1ZJOB2sC4DQwSAsXieRgAr7sNvk7ePDCwELprIVtKIF2NZ4E5XjOF4pwUQ5q7OgeiBFRhYpWy1Wfh+N4TvmN3nTjkA1Zu4V3X+3R+FSQzX2tyYYodQUVaA+uoKuQFgVZh65UE5VV+8o1LiokYtUzpvNzpcAczqMN7wwOrHeDQvITQKH05VxK94p1WaUgpYfD9KCAU798BKP85N3HW0M0BUyvYDDwwCdj35608MLD93iMlyXB22QUYpHu8KDF9TVBMeJ2HSAeV5lUIPcYjXHwcA6xCHOMSXK/ZJBvf8rUykywT7d1VCqOqSibucZlnNnSbuhWeHnH4t//01AlhlYvH2iZenONXESDnEq4tS9pQBLA/ovIyEMDKwaqOchuXlSkjJ8eBKAOsmo+tFTdz1NQBYV4WE8Bv3TtOVeQlhkHAFAKsqkjC7Y+K+tDkxrQjeKYCGKo0vA2A9K/r6UeGN05iKtqC5rcuiDJ9WXlnKDfd49MwkhLseWHskhKWJe22qmazLaf9aAKy+kAa2fUjgbGbAtIWMsH8RGWGc3xZnhQcWt857uxUIQb3vEGTzdqmShJBW5gwsO6Z+VYlJwENbLagik6QAMkY3YEM7r+ojFtt8XsPR/XwaUUY4bucVFAMDayiqDz5YnPhzEOHS+mx7PC9YRPVDrtKjogSwwvwg4IKherULYM2qECrSCGIECiDjhT2wAA1Zv9SCE9+ORtoZ6OJPybfjZs9j+qUkhEOUEEYAyyQQ/gE9NlaJU01G7l2sXLG8Px+PO7J8DSbu/osF4A8ewCrM1+tQZe4ssLAcwlXTct4uAMEAy8ozsESERWCQjk5xOxLCXjXhP/U6tIUhTVGmWOVa1kcswr26bFpc8Zm2S7+/02XqSx7AylI68AyseHu2JRDeLFEnqdKH7gBYswUN53CSAaxFl1cHLOIXI1J4aXvsho1apFuDGI6LuaE3FaY9yRJCwTOkkgeWTSwlNzhcn++HG4c5gGVLE3dHW0PllA+jkbxzvLUUTC1pIWJSofLqQoYpSwi3RfXE2Fx+bojPEwXnsvTSKfOVSZLk216NgGJqMEthWm/8XSkYWKhDpEIRpsDMQ2TmgTU5YXQ9cGDEH+KLjwOAdYhDHOJLFXtLWe9hYLlSQlisFPuXw8jC+N0BsNheQayMde9NCC+Bd5u4R6q5wKws+34mwquIMrH46ml+8T/ICF997EoIITKwCgnhniqEOgOwAgMLwQg8Cv42lYl/9yBXSgj2AVhFIvvCEsKX8XnaF5GB5TID6+FqGSQ7HsCqoudTALAaV0gIXTZxB1gWc4hiaMN1zCSEL8giLAGsVZOTksZUtHVuq+vroijDpwX36mVmtYx75oI7GFixCqGROoEHpYSwLhhY4CsBVoXnknWvRoriDdx9LIaw/wKwWcwArLuN3HXq8ncXp/5v3izo1iqEg9vDwAr3PS9+7Hpg5SR6slNiYFUiqS3bqk3Qbl/k5qX/1bJasVjn6++KcSG3GbnHCoRiEujwaHGaGVgTgGN6mo9jlm+GKoRA8Wwc2gBgLb0xOHiQuh8zOFkysFD1rBOZM7COFjXLYPb2+PI5c31oLFMb1EzpmLtRAli78t2XMXGPPk6JgXUtCSu4R4+rc5W6pvJH6iIItbiHzEDiOcsxm7jXCVBKVlQJwNKwiZdInp3nfvjR8Unwv4JVpZii4uWq9vOAQxlTgQ7ACF3BsqmuwgEbk3AnkXl73a+XeFBIkkcagAYAc3u6yACW0awnD/8sUvsL22IRkGbh2Wb9XEKYq9/OJYRDVaXnzWKwQW5bMLBCxMOPATxq1aLdNWKEhZsys9FUSCG3dexKCKdU8dANOmNgMe4ysBzd6D2j2qCOHUbLM+slhI/6DU1TIQYWAZkenQTGVzZxF7FsbQlg+baJ7OgYoi4zsFSJJUXS51UEsPJc05wa1FP8oGBgAbiqSotR6hRpmwSgA0wWJjegelhMPMQXHwcA6xCHOMSXK/YysPZJCG9jYEmSEf4ueWBpYeAupw+RRUhy7/TAKqqarR7kfb1OCWGRWHzt9CT9fACwXn30exhYrfGeUBPiOUT7GFhaAlgy88B6GAAsU0gIh5mE8NMzsFJ/NNVeYO2lInpgaWZgnbQty5hMWJOdvqbogVVKCCnkZcJyLPuneACrlBDy4gDWeVG0YFkYptSmZlkAWOttAah8ygqNIiZXLdzHwLrDAysC+CUrtZQQ1jIHsJwOr5WBJWJop3AubkrJXWvup0WHwT2HgVXObW0AsDQAsOPWA1w3jj9/DiiaAazkgVUwsIxgC8PsaZqIiWdTgLmNyQys0RhsoPzdALAu3o8Hoy/6B4vCD6cE3wKIMpABrFXdcmwqMFFCqPSfbNJ+zfFD1pHdVvhg9aESnhxVGcBiwXaIwJJQV+KfoVF2Jr4NSgaWiPDmmR+TT9c97s6qB5GlIwnw3juvFCbuu+THl/HAYhiQRUj2xfD4yu/sTCYaFBvHqCpt46+xdwanAUSc+cztjLEkIQwMLAfX55ERJVR1PvE2uHmfXVymOfg3R/4ZqQLHJsr//HUnHyyFXqIHFiCGPuNiSUIojQQgBGRnrrpvmtTsFy6zuTRISLvjOgNYamm+8bVwLvHZYFiEuaErikFIs8BZRTt/zRoZQXtM3FUdfQHQLMaJOiy4TBILcvjPHiz9D5MTnELrrC9YYwwVmrydelNRre4nWaQTaExoHIVKpzzn9zsSwmmgjtOZKtYRGFjBwB140oX5UCre6a68HtAIbRzXSmLZJQYWSpeKIAhSBTmjqRLelKoQxnGSAMkCcQo+Yh7ACoDciUFH58eqqTIDC8A0TJoOgGnqGQNwnDwDq6z8eYhDfFFxALAOcYhDfLniRT2wikTa7FS3iQnb7xIDS9eZrSEnD6H1L556hwdWWi1uj+fJ0OuUEIbEoq0q3jzK/ioHAOvVxzDzwCoZWOHlH9kLYJUm7qMleWDVRnmwyGBWrKzW63MArJkH1gswsOrVDbnQS0cycfcr+AAnbcOijj4k8GwbwO6ZB5ZfjVd0buJeMDtVJTOwbJHwvKCE8LxgYLV1vs7WVCyanPxttkUxhc8ir4wMked6YO1ICAOAX/oC7jKwqsJY22lP/YoBrMltmJwHBVrzMJnz+wNEH6yK1jwstr8DtC8KVGgTAPRcyGvv3LdPQjjuSgipsixLwBULKaMbUz9qqjwWWtMSb78zMIaKsV3R15YqVNunNOrANPSuWKApGVjbQm4awM5BsoSwNQ2nlfdS6tRXURw+uvJnfnxEZ8G6ZPZElBF2AVSRoyrRDStpEwPLywcDK0gVjAdbdiWEAA+DD5Z1yvn1wO0RGE8LISbmdwHjez2wXlJCKMvo8SZJSvmgmjxuEMuEOoqEX+isCRLCYjzuSgijiXtgYNntRLeOoIdg6iiGU+pA91mNPYsAgGoBKh+beeGAZRWZX5oArMjA6gtGaJIQNiZ19N3Z9V7BnDxPxk2KrEIlxFUGsE50ov36V/0mcVNjWIW5ZFtKkdslzoL2QUIYfLWoF972oHjW4NQTtWK10QhgoUxkE3eD8nCVZ9vJCgud0LFDRKgEmvDpYCqocsVGhcSIAk0MLHQ/gJUZWA6nJAlh2/i/fRJBXzG8HdjuItBmzHMPgOXYjLF6qSCVb5taqnRfVBVvT1UAWJ1N9wDwBvmAvUx8am/krvixusPAoq7z09epB/sCJigqTFZwWKxecYhDfNFxALAOcYhDfLnihU3cg9wO2J0qo2Gx6vjCrIovPEq/nJP7SDTfHXt0j5RH7Zj9b5ojpF7kF/HXauLu233V1Dxc5WT0WXcAsF51lB5YWUKYGUkjsrcKYZkM9i4zsE4aYVlFAEuTLMob6UYJ4bxSGMwlunqjbHr8u84B1c8aZRXCMIZP2iZJCIXc56IHVh0kGp5NxUxCuOjLxNTQiqd9uFn+9WKATen3tihy/NpUrNo8JjZdIfn7LPLKOK7t6Md9Gbd4YKm6BPKbPQws79cicwYWPaZIsCb32QGsofC0WlRvQFX0r1tkhMNdPljl3BYArNlt2yOfvikh1JsSQsnSczEya+fR2cRWbEzJwGqpUnU0odv4xHFr871edh5wW1iLVC297fMzqQSwCgZWlNGXDKy2qjmNBt3AenR0H/jv1GcnXG3HBDj5goH+PvfxfI+rmYQwMrCiLFDwn4sIiN6QEAK8UVQifPycSoS+gSQBi3vnFfFeVdsxA12xCubLmbj33v8KeLbNMq0HjWOqJMwIfo5qA/NGxcuQb3hg7YLEwQNLFv787fXE9jp3uGomIY46U8PZdfieiaANrCS2v//bUZ2POyQmoL/+PjB4TGeRCLK3AdwQuQFgrdyYLPIvkUD8Eaqj0J7LasbAqr/yVjge6bjLAGCNYpgicNIs0Mmh27xwoCYunOzcI3UUFlQs7EQtDajDAde2ApTjSjluM+hsndA6iwQ/KyOZgeWMwSYGsHgGVhWk4uqoCpb9DRN3O69COFnoJ9+Ei1CB8JMhzncVb4V7LyYDWAAmAFixCqGYzMBaNpKA/tqYxOJUNC2mpDKEfWZy+i+0gGCvemL/b4KRu1oPUM0YWO2KbMOliBHq2kTcmVhfZ7DFu+QhDvEFxQHAOsQhDvHlin0Alt1j4q65itQu2yNLCH93ZIR6VTCwTh9BkQjvrUS4j9ERE6LhCt1TOv5VREwsVnXNgwLAerI5AFivOsoqdsnEvcoMrNGYOSCQogSwslTw3sKwCG/0lZDMfp9v4p5fRdxtDCw7ZM1evdq/zcvErAqhw4hw1DS0wW9EBJ5sA0AUAayQLGpY+XaJKCE0XR4vitAEmZUW7J0XraRZMrCaTHygMTXLRWZzbIbimOV4fdn2Kbff9ei5hYFVViAsJYTRxL0JjI1dD6y6SJjsKyjHPvO/qt4svHOYGbnPfLDukhEWAJY20QNL8k18IQYWiYFlUnKcPbAQcDsAVoymaOPWtInhoSL0Gw9azCSE64/99VkLVYuqY4gsrALAmsm+EwMrA1iLquasyX5ol4PFXvrj1GcnrLcjhGt560yIPlgRwJIjA/amB1YCsETAifcTuoWB9UZRifBuI/eQhLf5vuybV8ADZ94DKxwjsHoHa18YQNVxQFb+XJ9sTGqjR7XDFkUVcJrGqyYG1r07CyVot4bKJOmc3Ux0m6w7rhb53aMexyT7urcOLBhP0eI4i773M7BiP6wbVAkSQs0VCFWRxiTwU2a0QxDtuRf2bxHWEThc+vPbtIB4juExlvrRff979LQyFcvYzx1sA9NQmgV2sDBY1HlmawSwblSkVaVTzQwsO1CbBvCG9OvgG3VUK0eNJgbwZIPvlSgY7ysWGVgqJvrHxyYnqbZVqcM8pyro4FCbuj7ixhkDqxtzk7W1MkwTz6bYVxYsot6wYGAJEEmXg42m7NnEfdn6giEAdQEseiWombF6td9hYJkGlqtg4u6jngFY1Wx7Vsd+TER5qTHUEUDV7Cc2uAMD6xBffNTP3+QQhzjEIf7hCN1XxhpuqUIYVwRrNuPIu+eX/ODhfZqqwsxkMePs99uPbXGcY7g3M63+vEILBpZthf7eSP0+iMNXIlzusDaKF+3+pMbYD2iW9+DqA/+W1l/C6uHN46iiPENYIZIT4/evfsN595Rv3VveKv9yqmwDO6A2Bqu/ZlFbtqPlk80zrsd3EQzL+p0Xa/PuHLZP4f63E/vhiwrtzmHzBB58J53L5CzvXz/h7aMHLAt2y/V2zS/e/ynf/8YPZ4DFq46SOdIaQzd95CVLkYFllnvbrZR1bIIfihE4qYUPPhHWa+H4OL9aDy5LU/ZLCD1TIrJ6tDuH83dnCdRtDCOnyoebpxzXS+4vXoJ5VDKwRDlqGlTdnIG17VHt0LdW6IM3qI9PUEZCmoW1XtKxaivkYlukEllCCB53c0bZTgMnRbftpok/+uQpg50DOb+59te6qOswQH00pmLZ5PbbDmVluSIxvoOBNblrJr1mYd5M41Da43zu47VPutPJ3/TAcqr8+JPHYODeci4hjGBMHQEsWtad5aPziT/4yoZKztK2r0JCOPO/Mg/mgGtZidA8BIWPrzvute/zYPHn9u5PS4ZVYM7McMc9ANYQwSg3gVrUmP0MrAC8iAhatOtI1qIaGv7uu0/5/lfOaJo2eIZZ1AiX0294S7+bJIRGKurLDwC8v1C49m64ovn4Z/DGV32Cqm7HxN33r9542ZcyofobjttVAgeuepuS5er0mGfdhAeOhLfO4Gcfe4C2j6yy4ypUQgPRNhlSL4sqmhKKeHoPrH0MrCwb++RiXlDABdmSkdOUdFsDv750nLhrzuwvseU1isF89fuIqYJhuzc4f7ha8tHaj5XtOHG6eIHnyDB4A3fwBu6RgbWApEQU0EqoAwCuAp0LDKyiH+q4QYDN1PPx+glv2Ylq2SSEbcSyKUDeCCAY5zBjj6srqA33ri6xCh9fGR6YirfqgUh5je8Xq/qIyD0bYt+rG6IjkqpSrSeu/tybtB9ec9r0qbM7B//gk8d85eyM+8sF2J77onyM//K5hbNaqFZ+v5vGt/kxNvSSkforX+PXdoTR8K2VYekiGARdVXE6TdAssKOlGjNwokLwOAyMLef4aDPyprMeeAsdcyEW6FB1TA5G9YVEjivHcVulcTs5Ccd2iBhqcYmBhRh6G7u9B1eThFAtVdxOPQNLHtT0Tc3CTaBzE/d1oIcpyqKFx12eON5pTnCmoQIsyqS5UmMCqRWmyaKGzMBqM3u5NurnbA2LKNFzP12oejV8OqcKWaxwmyltU58EBtcUWJBFX5PlEVM0aFdFjKEynl8oeCDQ349rL2H8rDL+QxziM8QBwDrEIQ7x5Qk3Zj1I1eYXy70eWEFCKBX/+7/5d/nVxRV/8etf5b/3Bz+cAVAv6oM1uZ9g9WOMPKCt/tHPdh2fIqIHllYVT9b/L6ZvOo64x/EfXqD99oZkICY53f0jntw/h+1f4c2zR7SR8NCd7wWwrH7A5P4EkYbW/AVEGh5vnvG/+U//c5wqf/lPKd9/tP8ctyPYqDuTDc/6Jxy3wnqAp1t4vP2vqAw04z3eWv3zd75A6dSjf+vfgHGLfP+/AV/7J164rV516NShf+v/AOMG+e6/CN/4iwD8Jx/+ET8+f593ju7z3/nOP5W2/zf/43+PP1lP/Olf/Iz/4b/0l1/beZUSwq39CVfjrxicX9EGGOvbkrvsEdIFAKsy8OyJ4f/6nxqeDkf8s//cJi3u9s6kZet9VQghSIxwqA7pvt0WUjCGfnrxIf/h+3+X2hj+1R/8JY72Sh73RGDqrF0FleOkbZimjkUVQRXh6XbD4P4W7k/5CpzVUKOXHc6Bao2zFTVwtKhwga0l7QId+5BcKYJyPSrWKP/Br3/Cv/rDr6VT+Df/zh/x48dFJcGduL9cMEWjdLws77hpiIbD22lE1SdlCeCr2iQr2g2nIx9v/ypOR+4v/hFOmu/5D+7w6NlXhfD/84v3+H/+yU9Z1ML/5B9XTgpfruiBFRlY6mr+rf9y4llv+PUHP+dHv/fn07b2M0oISz+r1jz0ZeBnAFYG+EQq3ns68l88G2nNM/611cccrd66udMotRNBq2W4BpKptXbnN+bKPgBXbB7TqKVfnTEa9Ulees3OlRoRcCWApY7Ibvorf9Px/m/+AX/wjQf8z/+V30+yMV0YnjXv8bRb0gUJ4bJaIlcf+p/NMgE7m7//11j+V/9f5OwR9bfv+bl6H4BVLQBlcpdsp6ccLTJL7bKbiDBmlhACWvH2PYfPlB1d8EMqTdzHKfe/RUkhnAoGluzxwDptmNwaxfHB+QfAtwBweslg/xYAbfXnU1v98abi3353RWXgfzH9DRafnM/2R7tE/vJf8ibuKMdtw6rJx+ymFwewTPDAKgGshwuwfbj++zVyJDSLQkKoC89uLL3jxg1OlX/nF3+Di+6SP/3oTf7JcY2qMFXK9s+0dKcr9L/0RzGBgVVb9RWDqxqphOXQ80cft/zhpeG0OeZ/+sO1RzTIDKzGtH5hgCghFKgqEq6iyvk7J3zwB+/QOOW//vM/YhU++yu/VP7q+3/Iw9WK/+U/8xeo3Zb7gfAmwIULTNuVMNWGwSiV1JxGetJ4zYff/D7/xuUWFeF/tnrMyoX3LBW20VOrWeB6iwzOjzO4wcD6jz684r2rka+2yqPGX2HtLMOPVvT2fawovc335bjaZWB5uaGIAwNVYGBpOFbnHKtsYxYkhICz1CbKQ8HhWPyPv87VWzXym0uaZwNV1hCyKdYTFjU86V16VL4txzhqKuBPRng8WDrnmVjG5Odp343Y2mBD+y7aQv4qLrM4ET9HFf1UjEE7kFj7RhpoWg++rUe4t6A5DfPy6OW8yTRfBV0smIIs3dcrMR7E8spMbGBgTeqN3Ct5BUzoQxziU8ZBQniIQxziyxMlUFXKK/ZICKOUabIVv7rwq78/e3YOzD1fXlRC6PDfVb343H2zVDVXIXxwylT7pfDhQZDoDXvAglip6t4yrXgOJRlojxeMP9ZF+HfE6TkAP3/2QZJP/epy79f8LotcOSx4cy/gEQrEatCju7jb7Btg/VECQfTivbu3fd1x/m5qT734ZfrzBxt/Tz7anCc2ymXX8SfBxPfdqy26r2rmK4q+ACdUQ//QbareNt5S6c9FnypVOg1MG6M8eWKIC9bn51Va3J1Gr6UzUtOYe3v2mJMuHdd3glcA3P9W+vH96yf+GM7xm8353d8rj2cqerPwPl8aAayeZZQQAk+2a1Qze6KOYALe49YTp5Sj1iSvKPPgERQSQoBgB8Qn3XoG2vz82f4xFOMHD+8nQMhXoBKWdZ57tmqy6XgEsO4wcB/dRQLcB1sAZ6VX0vrD+Zf2eGD94vwSUK4H+PVFlhCq6ux8AX79wWOehST/V2u7IyH8bACW1Qy2teZBOMf9DCyAJ8F9e3Dw+OmP9+80zmvtSWK0qCMlw7NqfiF6O3qwTB2nOoEbUTwhomRgJf8vI3MAS/Lz4P3H/ucfv3+OKrQYz+4RYbCOjX2cvNSWahLAuCiKbHRP/Byjl08gGFsz9R5IL7zkhqr17CuUxkDbZJbj5ZDnhur0OEgI/XW8dRaTaMcmJNpyVicT92HKfXRVMLCweicD6/TYJnbns+v8oHB6Ufz8LAF1v+iquFt+1e0BooYOGQbiqR83DauiSuOLGrnrmBlYP3+cgZK3l2CjLKw1NAJ1qhoodNVZMOFucr8crlmPWy6GDTjHB0fH0NagMLWeQTNOgooHWEzQmtXWVzWVqobKwxgXV/5UroeKWNRSIHutidCG8TZgApzeZB8pVTZH3idpNMLjR/cTU+dn5/7fp9uOX11egu04AqKNeBe+Xy2F7rjx91MMJ+HZoOOGH7/1teSD+N50xDKAW86JlxCKYN78JrafYLJhjUNxdQvHbxIrEP5mM4IIH3ZTOveFnbDHFVXoT92UwZyjSjmu8++RgSVVJh01kUUsQj/lRQsnyqMjy1nrQCe+feafv+pgWgo0Hjgaj1tMpZhiPruO5CW8F9rVmGYNHtgVGgDbSwsVSrQekwAQKcrQDWwKwHMRyxUCrSkALDE4wWfx8VKMwQ3F8/Xo68EHy1cilLrCtGBawY3h/Sn2y+UbiChT0Tca0yTJpQLTlM9lcB9ziEN8kXFgYB3iEIf48kQJBizvw3V4CO8wsFQ1eWBtpvyCsh5i1a25hPB54fcX6PM4vAHu5zj99huYQjJXaJhc4yv4aH87gGXrnICkl3W41chdKeQSXAJvsi4Assk+4MHi23u/u+k7KvFg0/3FPR4s3uYrJ5/ws6ceXNkMhvtLDyY67ZNZ7d6YlY2/vn27zyPOM2hVVjnriwS7mwaOmyU/+/hDIvJxrRXu4ldUj77/Wk6rD+BEYyqU6POUP78dwIrjSOnjSryBafRL9AIMg/gcVYVxcDz6cKT5M//CrdJPEV/uSIsKa/L1fxKO3pxvuHoI976Zfr0qwK7L5wFfO3EdV5BVOWlbJjtgBBrjEGqebreZsfnBMxp7hhw9BLxfS/DRTav3ANX9B4wf/5KFeDdfh8/rKwAHnR04Nkv6ySbp4Nsnx/ylb319dm5HTc3vv/GIf/tn7wPZ3Pu4aQg8BQ8edufo4izPYXcAWLFaH3g/qhT3v51+1PNfIt8qvrSHgbUecln29y7gz75Th326lDRGBtZPP/qEqEG5VgmSONL2nyVcAS6mfnULgKV2pB9HCNtdX//mxv7UDhkIXN6fFbfQwDSkO78hnxnslObXE7V8ov6CR8esCmEGFuZebxHAUoV+gEXlK/FdbAYWpgEZwnGU3nYQnj/LYiFk2d4DHDhLVyyqaD9kxlh37p97od0H0yawujGwqKckObsa8/nVZ6eegeXPnntHnmHSW6Vznq0i9+pg0m4YxyIBLxlYI15rLAQPrHlVy2UzRXIhV9sRqx2VLMMXw/XQg6lRlKvIOFJYv/2PUv9jHsR0v/ox7t2/C8A0uGBMrTcBrBc0ctdhoFrVjBZ+9okHsB6eLHjU1Pw6lok0QiMQyYgO6Mxp3klz5PvjeM1lfB46y7ppEOsrEMYuNsQfVDFNZGBFwKFCIkjWTayOj6jsNRe25hiHaO6XAK1UdOF8RlNR084ALGdMnE54vDzi68Fj6mkXjZCEnz59xneq0VfPWx7RCYw4VB1mZdieNOF+moKBteGXWiFNCyhrrXk7jCd1Qv8H/wLNN34PXZyi1qGDg1HRsYY/9d/y1UTdU1SV3ilQMSkMCguF1lkPCocZp58kgWXHtWNVGPxPVlhMAxj1IJaEBQYAhK4c53jfwf/VP/UhH27f4UdHl8AxOEVNFNMZbDDKKlkg17lhWTRwHbpXhbIcKqypseGZUEvW+kmSKSp9P9IVlUjr2kuIAVZVnndEKvTtf4mLv/V/o3rHA8NSCSx/CEsL9QmyfAMNYJi9Gmkqg45QnwoaNM7y4OuY3//vwrf/Ak7+c6zLksmFWWKrLkkc3RZOmx/SVm+wMG9ziEN8kXEAsA5xiEN8eaIAqmRxlunXuwBWkVxsh/yKshlHrNOZafGLSQi9B0eOkc9z+i0N3LXwbndN5V/6CjPoFCGRc7V3tABwRS6i/cVN2aH/Yt6/erBmXZjE99Mxx823935TeIaRjwC4t3iT4+bbvHPSYOQ67GcBZAAL7vA82iOZ+aJCz9/NvwSGh1M3M3/urAewfvo4m1IrsHn6HqevGcBqqxqn3iC6EV89UBRG0+z9XgSwrIVJfUJaCYyD9+eIAJYEPUpPxeJ6izG336+Y6KstxuI3/1nkDkAG4GrM269fEsC6SgCWZ2CNYR5Y1o5xgqt+YLLehls+fEa7PEWOGlDBFsyklcljW46OkXZFM3kJodOMgSmwDfd5PWZw5Z2TI/6pr39l7zmOO5K8oyQhhF6N7+dHbyTmxF3+V1bzOHAFgCXL++jynu+bl79G3ZRliJEpZDIAcz3k6qu/upTESJ2KRLAOzKOfPj0PuiNh68wMwJo+o4m7nQFYAWwtJaTlgsXV+96sOVzWZh8AX7JKl/dnTFkXJ7+p98+LJstnPANroEJZaZTXGUanmYFF9sDy0p/SA8sfx0t08qz6+LL33nhBKtQ7DWM2AFjF/LFY3AeeomPP0BYM4fVVlhR15zM522BqIn2jMSBiOTawdnBl87XX9064us4A1ulSWLXQb5XtYDGrJXLfM7AqWbGdMjBZemDp6JBFqOLpM25mIQPHS2W9Fa47GOwTVvXXZm2l2iFSYWu4DowQsY7zB9+g+r0/EzdKANamt0TJ4XFbzSSEL8zAGnrkYc3Pn9UeDDOGH33tHuai9c9H43kxjUATwSURelPMXc2Rb/9xy1Vk46qjr2rGpqGKAIkVxsmg4ll/8XTrcK5S11CFxTVXexNzMZxPNV9lQFz5ngFt8d6xlYZTs5xV8rPGJEnyJ80SXM/oYD2S0JmfP30KYR2hrVp6JkZ1qFXqVWBgid/PWRjTXb/l/at1NJdibU1iYKnCdnGMefAO01UA1ccA4lqg9WNLmeishunDA1KDgxahVRcALOcZWFYCS1I5chPHppAQOvESQiNUbzxEzPv5XETopskzm8RXIQS4v7TcN4/T+avzAKMH6gQXgFlTzBGbMB2pQtso15OvUHlSCbq1OKnjZVJr9ogsh0G/HeiKhbmCcMuyZGBhoDlFpU0LBFIZ5OgEuZefJRrmcXs1IgGJak4rXABvxRjkT/2LoBOuh0l9e6tTlvURGy6oKsWqMG2V+4tsdXCIQ3yRcZAQHuIQh/jyRAlUtce5LPwNACu/2G6mOUxzPY4zCaF7AQnhrszw865cGP2vPD0/JyIYQRvdLyEMXjha5et3haE022f7jzUDsK5QdazHnEhuRt33Nb/LIqGIicbDohLhRXGbSvbF3thTdeuLCB03mekHMHXo1M8qAAJsA4Pjpzuysutnv35t5xY9sBYmv0FXoimHvg3AiuydYXKp0mBllGEoGFh9wllwCONwtxRSgo5CNaTzR288F7xyqjPQ6nIfEHtHXEvsW8pxXTGFe7CofKKgKM+2oc9vBpqmDVsL1uZxsSzGhVkdweLIm7h7ktYcwArHuB7y/T9tb/fhmQIDKkryTgoT917Fgy5FG9zVZtEvCm6OH4ksLDfB5fv5g9hPC1+tq2EkAvIfXsHo/GdjAUjVpmJyjnevt15vCfRO0Clv81k9sF6GgcX5L317hdjaAS3YkP4E89iTxT1kxsAqsswd8Ksft+AmFihtUb3NM7CihFA8YzTIfkp2VyT52lFmiwKPrzpWVSHhtsrgNMnsVsW8ulgGY8Gxpy8ALPfsCWnxpDufgfmD1GlftfGssNNwm3unTIGOWZ+esE76buF0CUehAuCmt1QPjqA1qHXUckRXsLfmHlh5bvHkqfn8YrXnKHTv606SQT9aMrA6MBVjq2xGzx6SSXlWHLMsSLLpch87aqpPxcBiHJFlzR8/CexHgd/7+j2kbbFNlTKptjIJwFKgkwJMLoDly+25/yH0/+tFgzoNDCxhCNX0FIinW8d7HTywRsQD2ABieDaEqn479gStzde/rRqoFgWApdjCw+na1GwtXHQmfQ7w7vllkrs1aR4QRvWMpu29NlQbFE7DPPXu9RRsA/wX1yO5CqHCNoDLbusf6jp4kNsX8oj3xdKl8zc4lD786oE5pQpzb1+8px25iVXlEqZvrbDQCYzQfu0dEPUMrvD51o7B1zSzuBCB7lkyOVeraC3hd8HVlZd4Fu29Tu8njqomMP+E06rCdT1UdXqzrIj9JDCVw/UMw0hXLG4WZCyWlZ0BWI4Jc5Slu1IZZDn3pdLQOe3VmNhb9alBk0RYw3zlF1ymgoG1WpwgArUnRzO84HA5xCE+jzgAWIc4xCG+PFHIk6iXqRLZTQlhwcAa59Pk9TDMqm7p84AUAObbfN4AFrECYaW4KHmIicSy2ish1CghNJkV4Bjzi/geL5hSKkn4hnIVJEc+rsfbk9YSwFrWdwNYMwnUnpiVjZ+yr9PnHqV8MEZ/STftAFh24LLv+WQzv6711WPUvvr+MjmbJFxtAVI2EmUSXnKyLyJwMEz4FWsR2go2vYDzr8zDIFSVJpPYYRpnSftuGKoEOKiAFDLB22Iz9clbDeZsrBeJdSEFPqlhCknVonLhZd/xbBvOedNTB3BEVXAhoxNgVTA2ZblClkcsgreQC9v773mmHWQ5MkRZ4M2wzqUS6m1IHI+ShNAzsLQ7n0tk7wCwZgwshrkXXyEjpGQMRglhADP7yTJan+zEa/r1hb+mkoHVGO8dOE7TjHy63eYS7NNnlhDmsfI8AMudv5cTfvAm0uV1wg4D614yJQdwrmDM7gBYQ2j/hToWRXWxOQPLg7R+uAgqBZAXhp8d5wysJ5c9y7ZOzdc7GG0GBdo+33ezekhbLWAa6Nt8rjraLB+/AWD5Cme1X8tA1XEST9dZtif+ntf3TpKEUMRwtCAATcowWfQt3+fUKUaO6Id8bcsmt7nmcm+hoOGchezUM7AAxgkuOw9gzZ6X2qFiGFtlGxlYDp52JaMwg0XbwljxqPn0DCyzbPjjxx7kAPjhV8+gab2s3njmT1MCWCJ0kp9d0uRzuurDGAjjZR3GtAYAa7QmdYM4NdTB5Epqg1TChiazLsVwPgYAa4eBtShZvnUL1SqZuAswFh5OiPB4rLjsYyfwGw7TxK+3wRi+kIAPYXz0Z20Cek4af80/33mluLbCURjvqpKAfBfvWzRfci55LHoGVvanUmBwHkBsxANQVQBgO5vBp6NpRNRRh2qCkxNaZxED9aP7CMoiMrBQumkIdgQlgIW/P9H30ClaEVhMfjtXG6pijtgMSvSy8maQ/vindYPrerTODKwqtQUwM3Ef2BYAVpSQAqwqV8wOxgN9RQVLqQxmtQNgaQSwhgAyegDLloajOFCLQnreoMpqdQqqVKHa4eh0Nice4hBfZBwArEMc4hBfniglJfUyVSJjxyi7lBBudrCDq2GHgfVCHlg727xg5cJXFVFCKLUNvlc53NLcaeKuwbMEwrVGw+f+CnW7CUBmZqT96wWb6DCLYV3Ij3ajXLmPK+UPljkJOC9W091zAKxZMqr6fGPw1xW7STJ4AGvHYHo7Dfz06UVKamKsLXD1Pq86huLe1cUqfBUkhADjLR5jse07q4mBdVTD1Ra8hFAZB6EScEEy1qvZW+0zhkgBYBmBe9947jXsSgavxu1LFUiYAVhGGW1kYGlY6VaebRWsg2Gibv18oQiuXPGXEsBaYo6OaXDYVIkvfKiwCYnbVQHqntxSCW2X0QSRgeWPPajxQHIpkX1BAEvVzYGBe9/KnxWFBhKAFdiqUfqoxTh/99zf17GUEJqanz49R+00S6q769KH63UwsAoJoY0GzBPj1fuUuf1WzE1wuQSmFveKGweqxVgowHurjjEApy2OBSWAVTCwyDJZb8qe9z0FUGcaZeat9fiyoym6Ru9CEhnOa9VlMJDlPRbSotPA2NRJCoUVNLAftZv3lR6D4mgKCexJ7ZlVqLINfonVWQawTpYNRoSjFqL8cHwQ+5xSuSXbYh5flmDa4FJlUhVhV0bvtOe4yL8vNpc4HeYSQixUwtgo16PPrEWFZ9sug9nLk7T9ts/tfNyaT+2BNdUVv3hWgwiPTpe8cbYMDCzj5yugretk4q5AT9EXi3F5FZmi4T5e1U3wwPIspNEaIvxRhwWnOgI5wSx9jWdtASCGi8Ffl9j586MtrrEzNTSrxGKqRuvBU5H03ydjxWW/mxo6fn7t998W4yuCMd1ZCyKIwEmQ1v6sbzPABlxNhgXOM8SUxEC2AcDSgpnt4vuIegkhgGCShBCEJowxE97VZibu0wDWZgDLCgvnGVjVyksdG7V+FlXY2h6hAfFLbuGAub3xt0obQUL7A7jGYIr2Xnd5XnQmg01nzcJfZx0YWAIRltbiWAr0/chWC0Z0ldtlaWyYH/x/qhNmVad2Nsag9XwxJE7J9ioz75tTgxt2ACwsFCbuYpVF6LPxHJwK4+WaQxzityEOANYhDnGIL0+UCXTJwLLDjKGTKew3AazrYfwUHli7EsIXYW29utDAwJLG4RLbI6wstnKnibsrnhIzAAtuVCLcxyxz7pxNNAzFMNpsXr0bMwZWANoWdcVJkFidF6uGd0kIVd1NhtgX5IM1AwNi9JfJfyrG1g789Okz0HlSde2q/Syuzxjl8QuShGdgJQnhbQwsn3RcDfnlelULm96vVIvCMAqV0ZCoBrnbXQAWdcHAkplR+21xtQNgDXaaVVZ8XlwXrJoT45hCmyzrzMB6unWw6RGgjv5KSpYQCqyKinJmdYQsVrRYxlB/PEsINQGXcwnhfgbWLqMJPFsrYhyDGi/lfQEAS9Vh3by9yjEky3uweuB/ufx1Zv0lD6x657zzvf/F+ebm+Yrhp8/O0WlKVbIAugIs/8wSQvYBWHsYWFcfsI03ISSfHdXcmw7Qcs5Y3p+xDdQV96iQT/fTmICyVh2tZu+d0SmmAGnSc0MkLZI455KEcBoNpYjw8VVP2+b+PDhhcFE6VVNHKVp7gpiaRQQDBKZv/pD0S/Rb657N2HoD4KuNpavkuAm6X5TuxJ97fXqcJISnqxYwAcAKDJ17BdOoN7cysOgKBpZ306YMp31iYEGUET5h9/k5VR1DwJXFOjAVTpWLcP0lA2tTnMtRYz4VAwuZ+Pl5wxTKvv3e1878n5uWqakSS6euK9omn//WFX2xkBBeJRN337/WJrB/DHjvtPBsRpMHUjJxNwqm4pomSXM9gBVMxXeerYuhT/N5Z2q0atOoicByugsCj6f6hoQQVX4WAKwmAlgiCcDaHjeIMZw0K0x7RK/Cr6YlFAD8tfXg7CK0+TbMK24b+uxA6g8uVg9mokt+aoWEUCSBU1UYR72VxHRdjSNqHZWJwIu/VmkaCJV/K+cCiKRspyEsSgoqEhhUsZ9GQBdovYRQEoBVIQXDbVt009Ju4bReeqZZXTGGc6xKAKsAkMdxZFvIlTOBU1nWOpsfHBOyqHM/QBCZ3/84JbvN5K/DGOpTg+vmTPn4kIoMLDNCZXyRnyghBLj+TVG99hCH+ALjAGAd4hCH+PLEDQBrv+FvycC6LpJ08MyJkoH1InLAm4DVF+GBpUjtkvloDLesbmVgOSPozguTLs/yNjeMkG9e16hP04tdfPFbj/uvvys9sIrqh1FGeNlb4vus4w4GVn85W/31J/L5+2DpsIbrYMpeJmv9Jdu9DKzzgoHlt7/WCr1475WfW2kgX+aYFUUCfssrQpRvXvX5mlKqpoqoMvQGYwSNDCwnKdHfHyb5LenyxDNgnhNXe/rt1Uv4YK2Lle4TMzGGpGpR5eTjvFPY+nvVBHmMojH3RICFK+VLK2S1osUFAAs0JaTZA+tFJISjK+9RMA02hioYCQ8qMFxBXzBxbgGwrG5nrCn/t/n9kMjCctaDWKo3JIRXfaymmvf1q4sNo3UzAEsw/OLpuXf6L8bits/HtJ/RxD0CcB5WuAlgaZzTL96jo/J9M5hNd3gD/JnUuATkF2czBpYrZeMF0DVsn6YxmzywBFD1DKxCQmio8zwQgA47jelv0zgHdB5fdohcp1E4aWBgoSyrBTIENkRYVGjXuR8M3/7TyPE9QNA+VI0sGFgWmILPWzn+jxrC/VK605bq5IjBwRC8y05WDUjDqvUMRYD+OLeNbA1dIROfM7BskjGpuTm3WO05LoqMXHfQ209uMJgHs0nVgWVyiSXzNPgpschjYNvvAFifxgNLLH/8OC/8/Ojrfm6StsW1BYBVGZaFhLC35cqAP6cJuI5zf+g3V1WNU8WiUBlGZ0A9+F/XgAhVYGCJKFQBwFL8+BLhaqg8jrEDYFVDn/pPb2qGAsBLnKUkmxM2zvB4G2lyUBkDOH5xXeMU2ipT5AZVBoRp6fd52qyQ5ohfjkuPWRfjp3fCJIY2POM755nYbh8DK0nBSwkhgYHleYwm+LNFIGjmgTUMOOtS9TzwDGBZNOjlxyBg1ANYeU7OgKoLbQFkCaGWDCz/N9tUmOI5qlE+iGDFEYsLnrYrf51NkBCqT74j8blQNjOMAxsb5wxB07PIsaykALA8A0sWJrGO/Wfz+28j00rB9SDGeAZWX8pyPQNLCQwshWqCWjy7qzJ5tt8+PucQh/htiAOAdYhDHOLLE7cxsHY+cwUL5nrHdHw9jDMPrBeSEH7BJu5cPfMlpGuDq8TLbGJ1nfYmgKXOwtTh2rq0ZAHAFavbuwDWPj8w67piZTIAWP3+6y8TijLRyD5YwlXISe1d3mP7Kox9EUbuJXPqwXfzz3sYWE83Wx5vtqDWG9SaGqRi7apUGe5VxjBjYOUkoRGXGViy/xUhMrDW0R9OoI6apcDAmqxPkFzoZ93zJITDhpgQ69lXZlKq22Kf59UuK+uuWBcr3ScyMSUJocOE4z/tFAnlpapmiQnVsFwycVeWBUAtR0fIckmNY6xCZUVNmybz4pmE8BYT93HGwMrjoQmeZaN6doCuP8xfKrx2yijlgzFusBh3fbC0AJ/C8VP1RFWiddrklPcuLmeSxyebkSn4vLUFk2k7lgDWq5EQijS5v5SLEpHRd/5LtmJ8txYvAepi1liO0ThvtMdI1ez4vdTZyL6YX/oCXF5IqI4WwksIC8CguIfxz2PfpeRw3GFgPbnaIliqYInUa4QcHMtCmhgBrMX5k3zsh28gX/HVS9XiWVh2QDfeV2ogSqEigOX3vGpJjJPurKEu5IMAJ6sapE0eWCh0i+K6rpVuKJm0hQfWdsxyqT3yZKc9x4s5A2uwn9zYbpBrrsMhxCoSwN1nnZ8PxFRIALE2xQLUUS2fjoFVOX7yuAnnLvze1wKA1UQTd39RIrBog7cR0JfG8mFcrqXOwE74dy2Vl5WqIsYw2FCpEaWpPBuoSRJCD2Ct8bJDtRMqXl53ORhk57lixt7P6UAnFX3hd5gN34XC6pKPA4BlBH7/jYegSufgg66iqTOANaq/nghKnjUraI75+Ziru9Z5mmRNwyL0DauO0VlsBB2L+5SA5wBgxV04YhVCcAGdir2rC222qhQZLdbZJH0T4JoWaRv0+ikgnoEV+rnDMbkqjT2NskoAY/Ii3lL8tYb+5hqDueW5PBW009PFCW7bI21FhP/B18ZUZfaONYwDW1uMbROq0IpQG+YSQia/+hSuQwtmZ4zS68ptHVQG04COI7nFPYDlVAMDS6kmQx0YWFVkYImwebzDbD/EIb6gOABYhzjEIb40oTsAltwCYJUvAdsdAMtLCKu0sv5CEsKdbW54Yr3G0KFDhy3SWKgq/+JXtSkZc61Bd1krcZV+kU1rY9jCk2pXplcCcyI+gRjtSJ98LPy+SvZJGftM3AEerGJSKsnI/U4PrH0A1hchISzkg/L2P5p+1v6CbpqDB+9fbZLk4k+1a/+SXC08yOImuPqQVxl9IXurC7nDrArhLnqJT7IicHA95M/raJzlNCVGOkmSEA7PkxB2RUW4k7df6Br2gVWX+9iEt8Q6gFAGWGrPFFbTjcBJ61+PzjuFaKzfLKiNX/Mv85aVKaRsiyVmuaJbtunaq2jiTvZ+KSWEJy8gIawLOWcTKmGNUd9b9o1bGFhlBcIYN8bQ/W+lH/Xil/OLDB5YpYTw2w8gdpafPbuYne9v1n2qOPiDYp4oQerpFVUhNFKAVjsSQg1ssk5MSDx92/Uqvu5WkBGqmyAymiL7bwawiWdlAXQXifXQX+Yqoe3xG6E6GoDeNHEvFj7MwqDWMvbbPN6GuQeW1ZHrLR4o1DCG8MDGsmg7Wd5H1dF84vuBmIqubTBf/UHYkaAROAx9ZRDZAbB8rKo8frvjhvreKesCwDoNDKyjTLlkG1GKSdH1NGdgFYxfHbKEUKs5Exj8/TxaeqauSMWmh8Gd42byfmXQTSquIk6TLPTJpphfwkLLpjiXo1Zmz5UXZWCNorx7XgHCW/daHpz4/iZtiw0MrApFUJZ1BrC25UJNGJdrqXK/CvfwSo2X6lsv8RqtCdig+Cp0RqiSXFCRqg4m7sSVAgAu+grZKQ4iY08rkRVmuJKCMVT0ta+2EVmEp0FCeLao+OGjB0QN8M+ua5rEwJIMYAVQ7LRdQXM0A7B+eJKr3V1LnQCsWNAiSQhH0nW48JzwJu4ewHOhOIIHUsJCHGAkVL0NHljHlaKDxTmbJIQewGqQuiZK9I1zeLKcBmaXSe0RwRrSv4KK+gfDzAOrorL7F9LGAHtVKKv6GNf1SFMnhhP4ca3g9x2OPE4j2ymPDRsWl5aVQSVICCNTTCcPhCcp6B4GVjeg+L7r1qNnkBGmwjSHeBP3KRm4Q03lGVhokmuKwPbp+d7rPcQhPu84AFiHOMQhvjxRJtDVYs7AKuRNZRXC62GeZMWKepGF5X7LJYRePghSOzB1BrAiANfU0O8HsFy7Z5W8LVbU75AQVuLLuq8nl+RGWUK4/6VvJiEsVsofFZV1LvsAvN0JYO1ZJfwCAKzksSMGHn4/J9f9ZQIyYnx02SVJyT+2WPv7U7VcR5nbPi+tzxBzCWEBlOCImcReAIsx3c/sDydUJQMrvFA7m5OkrXsOAyt4kwDoyVsvdA37AKyXYmCFyz4Wi3EDY3FP7i0j2ArDdagA1iyopQoMrHDewJEUEsLVEbJccXWSgSRRv3Kumk3cI4hrZM4KKWOfhBCgrbyMxar43OUFPLCs3mQg7o4hWZzB6qH/5eqD+X4D4H01ZAnhj97I9IGfPzufMcY+vNxC6GO/f53vbTcV1fc+AwNL1aXFA1NURhMxmSllB1h/BHbwksGqRfBt54DBGLj4pQej+gJAjT5/JcAmkv9uh1DZVBmuPkqfL07e9lUIIyC1a+JeSM9lYXDDyDh2aYyM0/yVXHVivTEBwFKsRkKcsizZQ8t76LOPWGzC/apbetdhvhoYWM5ABLDCPe2lSn4/jdGUVKuBk9Dvtict1ekxVwWL43TZAC1Hi0yt6SL2cTHhNt2cgdUWAFaspCck2V++Vi08sARDzfXWI3dTIdGddESxbEYhFUzdYWAByQdrU0jLVrUfbxHEelEG1rvjEhvmtx99LTMcpWn989OItzFylraCiM1ttsX4Ch5YV4mBpf5fETYqjIL3DzTCEM65qtQzo4xQh74oRqFuuA4UPo3zuMDFUCE7CyNix8TAQgwX5XtOAmngawuPz0wOrsPxHy4rvvvgXgLcfn5d0dZ5fhmAK1MnBtpZs2KsVrw3+feqh43y9VXxLkVNGz3JVNlMQyEhzAtcyX9PbZAQCk5t6qPWgZZWCEGuCx7AYrA461IXE4G1tBCYjBIkhFVBje2tZG+r0Ca+yQyo4FWdilQmgUC2qTBuZ3Ey/NuHn84MSH3kAaxFFXzD/Ge1+CdpJIMqMFib5LEKaOXbaxUAOyFT5ZQJKoeX7ceTnvdpd73FYcAY3GWf2HJSKxpZfUFCmDwJFSqpqYyvdFlXmSnWPb3iEIf4bYgDgHWIQxziyxMxgRbxYEJZsWrGwMqrhNfjLoAVk6YmbPNpTNw/RwnhVfC/aixaVbjaeDaFCatyTYVOO8lt8Iuyzc1VcluUdb4hIZyZKj8ChOtZtRv/yLm+jYEVVsQrYwLLxMeDVQYaY4nvO03cu2c3//g5e2BpfwWbIOk5/SpSL2YMjl0PrE+uR3CWGuVH7Yaqqj2AFWRu+oqN3EsJYV1W0UPTyvW+u1T6Jl0Xt9akd+GSgZVf6Ic7JISqimyiOaygy9Pnnr+qpiqEiyoDAy8KYKlqOv8T4yWzJQDzYJVLyT/bhKtoFjSRgRUBOxEWVSEhXHkPrMuzQsoXSG2egTUHsI6bJskVd+M2CWEbvbWAbfkaZ+o5A6mIfQysfTJciTJCZ+HZL+b7JgP4oHz1FM4CkPHu+SV9AAScUz5ed+g08WDs+cp1Tnq2BSj0WQCsvQbuMaKM0A4J+N0GQLhkVlxXtQe7+4vZXCZLz8CaV7Q0yKyAxTl0z+ij3KlqWTQntLGOWfLAyvdHiqqXLAw6jIx9Ntkex8LjRj2AdX7l2T04f79tqEK4LPv58j76m3dp41zbLOhth5w+Qk4egIsMrHw9Q31EZNaUEkKLchJAkKkxuPvHexlYqyaepqMLTEC9mLDX2xkDa1E+QwpJneo8/XAMnkGz9PCVSM115z8ZCwBrdB2IsplMALDkpgcWwCIAWMFPqjbQBD+hCBi/CANLneOnYwZtooE7gDb1jIGFm6jQVIlw0xUAVgCWL6XyTFvnaG1mpK2DHFOMYQzM0LgfxNDYgoFVN6ylAZUAEnt04aI3yDjM+q24gTbM54pwMW2IHc6lZ6ywquBh6xiswSk4VR4uK945OeaoigBWS23yXDsiXEuVKkueNCve64Up7P97R47j2qVud60NiwiGqgYGVmBblQbozl9DNnEXXDFvTE6ShBBIgJ8CR5VDB8ugjrpgYK1lEdCrAJAWEkJF6S2ZHUj+GePN4TVO4MZQSgh3JZvgR5VUHlQ6qRSqJW4a8Mb3coOBZUwemeM0zRhYVQCu/ONICwlhWGgN4HMkcemOr6DddCgVYgR72We5a8HciibuY2hjdUptaioqwGUPLBG25wcA6xC/HXEAsA5xiEN8eSKuPtZL/yJwm4QwvASMzvu7lLFOq8iBgaXTrILhvrgBWH2eEsL1s1C5SNG6QesWEM/wEXB1jTDmVU+AkBy5OhuWxnA6wCIADLsMrOK6hCVGTlgPYbUZn5hAZnHsxjawM5Z1NZPSPCxkixddBLCmGy9rKfYwsPTz9sAq5YMRFIgAlpvoigS0G5Xt6FC1fLPuaEQ5bltfbSrKoy5//dx+9jJRVuurTJHIqTe/VdhbK7Nk7Wzj4r+AjeyRgoE1TZI8sO6sQrh9iowZCJiVrbsltnZIErS3VmdUIYt6UQlhb21aqz4xE0wdU9EmD5a5/z2LlxwlhAUDC5RVlUuUS7tAFkue3TsOf1FwwWNGfaXE0U4JCDpZ7AecYA5g1bLDwIpy3MKInmZ1q3fYfg+sPSzGwgdLn/40/SzmpoTwqIFv3fd/H6zlw7U/xlUXvFTsxLe2Vxxv8nG64tZ+JgCrAN8MO20YQTzbpwIInRQMLH9BXMdCEefv7hi4BwnhrsRxF8A6f5c+Ak7VgrY9oiFXCovV5GKINGk+lYXB9QPT1GeZ7ZDvqwZT5fPr7LgoeJUZKIuSNbu8j/vo57TjhFGFpqW3fqyZr/4gFBHQXI0QGOolcwDLh4pyGsaiCPT3j+7wwMKzZMY5gFV6P60KBhYF40l3umnsi5GBJdRc9/68hxmA5YG461Fy8bYwNkoAKzKwYkW3o4ZkDbB6CQaWjgM/7U/CTuGHX7ufPrPOBQBNMCioxaA0AXjqiuecmBrqhWdgOQfO8s52k7KwNYImCaFHNpLasZQQGqCuuY4eWJMlPl8vhgpxLs2zzjkMtmBgzQsnuOgiLrAw8ObCJTBocMrDpcGI8J1j304bZ3h8PVBFxiCeURYBrLN2xc+v85j57mLwAE44vzUNTZ8ZWNtpwHY3JYTqRiKTqAvAXfmsHxwz+WNpNXZUKwyOwZKlb3gPLAp5vDj1AFY4t6GgXd0wcVdwVQYYIwNLRRDZXZz0NEkTOuepUTDLtNA55VPwAJZ6pl0CsKxjG56lbaPpNJbGEUdGPs/Jrxy5wKBUKCWEqordbNHIwNq69HyoWgqPPw8WTomQpjRV6/33IHhgiWdgHQCsQ/yWxAHAOsQhDvHliZhAR+BqBmCVVQjDC9sA+XXDx7qPvivNje33hareYGkpzwe9XlXo+pmXDwLaNjm5KxhYGIWhABcCW8nVNxlYjm1O8IbrGfA1B+paRO7tMNiiLOtuCWFp4A7wcJWZcpdF5btbWVgRWCsNnT9vCWGUD0LyFpJFXr0vAazLbVz5nPh+6/9+svB9cy0rT9+3wyv1wRoKCWE9ewlXaq95Y9wBbyEnmqqaAKxKIBWWdOpL2+MtlOIe7jRxv/xVAr2oWnaNaPfFujBwP22OOAkVAtfjdoc5sz98NT3/CnQsFp06piJJehhJFwrPrO+PEgAsyCbuRqCt/fdkuUKM4bKtmIL8tlLvsRIX8AEuhm0C305v8b+CuYSwLTyDFnWumDUHsPbLBwGmAGCVjCC3D6K898388/lNBpYHn72/y6KGb93L4NEHl/4YF1sP4uhk+db2knZyNIEisC0BLPf8+3xblGO/2mVgJQBrgABgbc0iVFKM84ewCdek5+/O/fwiUFXO0WJuAFh6/i5DbM+qZbE48fhCuNYd8i4idT56EySEYS5UDQws8dXsXHimPLsSFgUQZtWznpbby7hTWJyhH7+LAO1okbqls34eka98D0I1PC0M9Id6mZ5BJYDlGVh9bCK6s8UcwFo2HsBqI9Dm6KLk6dmI3WzZDvm+lgwsiSVkZV7dFvK8crT0SbqIsO0aQJm09+eq4hlYkEAzBJaBUXXe9dg4jyyPccAmjI9Vg5ehkZ8vk3OM9u7ncLfpeK/zc8vbJ8r948ysTHOoCUJRZzGiNE0EsHbeC5rj7IGljne21wUDS4KE0ARAJnsPIRLAFqA2iKk8IKNQ2SnISoWLvsI4zc+6bo2BNPbKdxnDvEjHwsAbC5cqJ44KD5YGVcf3jvr0rZ89u6AxXg49qHhTevHSzKN6yc+uch/7brPlpM5z8ZqatovsdmU79ZmBNRXAjHoAS1WThLCsZNpr8auSGGuK93BjdAxCZmBFCWFkYIn3wMocW/U+neKP44RcIjAY5EcJIUZmxRikuvnuVxXFRs+MZ2BFW/fJX7y/lUFCaEy+nsG5xMBqG01tsgpSQgl+Vn43o/fPChJCTygrAMquB1XPwKoMbpP90swMwPJnlhYUFOp6AW6gogACReiuNqj99PP2IQ7xquIAYB3iEIf4UoSqKwCs4KlU75cQxhdd7/Ezf9HeThOTczuVCO+oiIdP+Pb//fWHXj31Bu6Aa5osm4wm7k3tV/FK5kr0wKrzS2UMpz2sHuQ/FCysKCEUam/Eq6c3PMRgv4TQqWYAa8cTqKkqTgNT5bzLbWn3MEi8GXNYJVw9ysns5wxgJcmfqeDsG/7nGYCV+9vF1l+Tc5bvNf4+HC89GGFN69lL8Ep9sHIVRKUqJISpcpQIk9obYFBs8631XiTgXyT6OARKBtaYE9VezbyIQhkX7+WKWC8IYJVSwdNmyVkbigY4e8NfbF9cjwOROnCaJITZgPnhKr7MK+cRIGkWNMEDK2JdbQMSAazg1fZRlQ2EK1XUpoV8AJ5sc188bu4CsPZLCBcFmHU9A7D2VyBUtTi3Dfs5SwyhfQwsWZzC0Rv+l7Idk4n7AChHrb+m7zzIiwAfXPnrutz6ymFqJ769ucQcn3IUNKabGRjzihhYNwCsMMc5mxYmutazaJJET4RtlJ6evzv38wsSwjmAJXsYWL+kj9X8qoZF44/RGE+HmHYvTyokjuVW0HFknAZUBGvz4b7xxjEazKafrWERq2WqlxBWAlUfzrc9gX6LXnq58sIsAGFyI9ZN3sg9sjOKOWcomI6lhNChnEYfJfE+WFd3mLgrlm4MCfUOA6uuDHWQemlgHcXYfSLGeaUycBSqGm77lshNGd2AF1gHcGg0gYsifOO+v19OlfM+VCJcntB5YR+osqoLBtasEuHdc8VP3z9PLNIfveWg6GuTnYimSpGBVRUMrNE6phIga464DB5YK4V7wxBAE1gr4BSVwgOr9jeultxvJbTnOpzHSbflOBacGCo/94YFKL34xIOakn0NY8svhAy+Iixq5UHrGAIYOTrHw6WA6/nucaba/uzZmjZ8b1LhyngG1kmzRFX5ZZgD7pmJh2w4qfP1b7Sm2WQJ4dYWHlhq0gNF1aJMDE6Dyk04qvIEunXle4ky2DynLCuFydLrnIG1pkUSA0swVpOEEMUDZbdJCF1mDIoxNNW9dC7SzAe5olSVJp7UaRUL/kwBks7nGmduUynxyVMysLyE1C99LCPdULLM2GqPoF6CH9q09MCym8CkDwws7TVdiGklM0zVgU7JxF2d0tQLcCM1mhjZCExiGJ8VfoGHOMQXFAcA6xCHOMSXI+yYl7kicPUcD6zrW95t18M4Y2DdVYnwNr+rm8buryd0/TQxsNxikRLRKLtABF0I2u8BsKqbjwinPRIZWLBTiTBca2gbkaMsMyte3PZJCAfryzjDTQYWwMPgg7UeNEkG9kqg+st8n5f3knnu5+mBpf0lbIOn0+lXkdjmITF2QG8j80K53MYXbS8hpDlKDCyqlrUGpkhgk7yKiFUIFaVU+XgAS1Ejoaz2/AU9tvlm0vT+awx0RUXCyMCyoTIUeADrVg+si/cKBlaTAOS74qoAXE/bFadNNvp/ER+s9TCmJOU4AFhTvFYRHh1nSeTTKONsFtTGoORcvG2U4KeMWQYAS7tUwt2ow0UGVrjEp9t8fndJCEtGWF2wJSLjxBtAF2P0VgP3bboPtRwnwOe2QghSVCNMYRrvOzZ4E/+j0KXfOFpy2vr9/eaqwzrlKoDMD7trzuyIefCIo5CAdc4k5s9nA7Dyud8EsG62aRcXLYrX3m2UQvdXc8ZkmN/mLFmTgS1An/0chrUHASovy140vjBIZDTtMrCgzkBEa3D9yDgOIDAOJn326HTBcuEnzvN1xbIAKa1CYwQXmEhePpiZcssSJLcdcvIAOX0DnEHHIXXCwbRoArAynORUOUoSQmWzMKxLE/dVNHEP7YBLbCh37gGsyMAqKxC6fkjSK7gpEi7v58nK9+9NVxGRgtH1CWAGchVClK/ey/clyQiXx2ykTkDDUUMCBVcvUYnwx+9fJjbOD95wCfQGGKchfWZQcF5yFQEsRWdyyqleJc+6U+c4GfMctFbPwLJqApNGPEk6Ty+EA2EVtmEB7WgauNcAIqxH4xloQS7vrp4gGgBPMpsHPIDVhXMRgUY8kzZ6GVqFpprAdnxtaVkYf/Cfn1+FuchX2RxCVc/TZsGvLtcM1gGG7zVbxEYGlm+PK61ptnMJYQKwMMgU280CU2BfAQiNOKpQcfA67xLIHlgAywrcqIwqfhFBPHPomib8HJ61TpMs0zOwwr1VPAMr3mdjwn2JJvqGxjxIbSntzcVJqTUhPqeBGaxkyXrJwAqH8D5bwHrU9Jxomvje5FiFSp++AnYsZNOhTv1gSqy0goG1idUcsyWDjn5MVos5A0uZsl2GKu1iBTpQ44HAeJW2MoxPzm9c8yEO8XnHAcA6xCEO8eWIMnneJyHcU4VwWzCwSqPl62FEiqTp7kqEt332OflgXT+GyiGmwp2+SXqJlexvpa2ZMbA0AlhGdvfmmQ+7TAR8shelkrFcvFOXEo3yjfN6j4SwrEC4vAPAEoTLvjiXGzs6Tz/K8n5O6sft5ybbLJNhKTyFIgNrwCQEpJ+gDy/u7wT/K5b3OY7SMlNzbQIId/HeK7uGkoFVl7dZw+8SV+LnYFJs882kRF/hSoRt4REdF7qnMSeqHsDaw5jrr2D7zJvQBiDg5RlYK1/CPX72Aj5YV6kPmpsm7kZ4Y1X5keIc5yaYf1c1talwDtT5hKNtFFn6pEBWK1SVj6YNRvyVRAZWaU110ee56OQuBpbdz8BaVkUCXla5uwXAmgr/q8ocJcBnn4k7MPPBSmFq7xvmfLYUAaxKWr778F44X+Wji+DVYh3f2nomZPXgIUelTC1Qk6bPJCHM8+etJu5FbE0E1fON2BagJ31gbTYrX3ABZrIlMeIZbvE+bJ/5ryEJMFuYGm2OvHRJPXtkdo1SZSC/Fi8htCMqWT4IcLSceHDi2+hqU9MWHl9WPdjg4qBd3kc/fjd9vjx+M19S9MH6yveyD1YYg73x8jyYA1igHGuubLdpYd2VEkLvgbWKp6RaMLBG3GaTQJtSPui2PVVcEJHyaRA+L/riadh5PxomGwGsrjBzlyRbPDaOR0f5PkYAS5bHXCcAS1k1egsD624A6ycfrlPlth89nM+9gx0TgFVFBpY44u5V3UxOeV2Mz5Op53Qc0+P42nmmz+giMOcZOArU6TmsiAmyyDA/H9uR+1HGpnA5VGkBStdPU59qjAbyTWBgQWAPwsJPVkAg5WiQ3dkOXOeZlscTiOFqGNn0/gYOTrwXlcBpVfPzZ+d+J2L4Tr0Fu+WoymLRa62pNxnA6mzhgYWBBGA5VKfkf+Xbw7HwW7FxQvERpVJzUXtPqEGDHNf473gJYXgwCcjoqBM1ETprw9yQDcsBf38dsTQDGENrHqQObFalgZz/tpi839NmgTqH1DDl2whEUNEzsOLlXA752FWSXyrLKn5ZiJVNnU6BPRWqEGru4wD2epvaNjL3XACwxGjh8RcZWPnXpl2BG5MHVjxt21SMT55xiEN80XEAsA5xiEN8OaIAsGQPgKUzBpZ/CbguSju/eZxfPtfDgCnWRe+qRKjFi7nIovj76wewdBpgColZVeOOH6bPKrNKLCy3MGhXMJQSA0sCZb0imh9bHWdMhAwYlYlATJC3iQ4Pkjwp1sN4Q5pWroTfxcACw0UEsNjDICnNmJf357Kqz0tGWFYM3ANgdWKIGrR1xFpUeasNfWV5j5PCG2l99BX/w9TD9cev5BSjf0trJBu7yhIPaGkyyS19mCBLfTaTptLyRmDTCahyFipWeQDLhPxRbmdgXf7Kb+80AQGRKXFXrAsA66RZcVaAEZcvcJ+TjFWEE4kMrJBQiNBUhnsLyQysZoGIUEuVC38hLBpFQkk2WR5xOW65dj4xXbrRr587/7IVu/yzrgCwXtADawZgpfEhyeMHyGzDnbAuj+1KjjFhHlK1PgnajdIHK32xCb5hUAJYIg3fe3A//FX54FmQU1rLtzdealI9eMRxwb6JAJZ9Aa+y22LOwJoDVrLDwJqaFVNM+Is5f2v2tH3JLi3BYg3jpATvCTKs2h+vrWq0XRWeQzDMxk89B7DGwbN4EMYxy6JWi44HJ4kzxzRmQM06LwmL7FhZ3kd/UzCw7n81/dxHH6yv/gCiT1BgVw1SZwZWBSYVCRCWtWDUIQLXxnIVaLRHbe0lgeIrZy4bDzZsB/GmSRuH3XR0AcAqDdxd32Pq/CzIKbuPUg5+uvTtKWLoen+PJh0ZnH+WiRrW4blyIrZ4NsCzbdjP8sQDWOE4noE198CCXDhkX2yHifeediDCV04tpzOqKgwFA6tCqUZHpXMG1lDoSC9N7qdnY0ejzjObFK6DtGuYIAgSE4uzNhn4Q4S1q1LlxSM7cVYshp1PVZYQbi7Cnpj1SYAljk59n1tWlfdSAsbggdXWykddDwEE/d7xROyfH137fzubgcizquJnz8KzVzwDCztiBI4rv+Faa6qtQ9TL3jYFA8uslkSveRUL2FCB0HuU16K0KBFi2gagz1hNvl3gffnE4av94dlDIl5C6KfscMaTB7YkgE5drAip4ETnHljWeQBL/PtQW90nwnLSClGWl/q08Z/WKMt6hesGZFkVb0jKwtkEYEmU6KHp3Qagih5Y6jKAJWbG/o8glAQGHwVrN0oIldxfNDCl59t6D6zIwFKntKsjcEOQEMazA1tXBwbWIX4r4gBgHeIQh/hyxPMYWLMqhP5Vo7D+4J0ZgPXpJITC8d6/v67wBu6RVVLhju+nzxo5Tau4rqlhe56/GAGstAhZp+t1Os6SuOgdU0oiY4XGSbdZ6iHwxpFPACbn6HYSh3IlfNnsAbBCJUIR4SLcqr0MkpmXzf05K+VzqkSo0avKVHD6tfxBBLDIAFY35qToUQCwZHnfVyEMsVm+lfdRgmOfIWJi3RTAQo1vq6ao1rQLYO2TENYC14GBddoIx8Z7II2DJNDmVgDrIgBYqsFkOwPId8VlALC8efDi00kIASQysPokIYyMhwcrAevYSM0QpCCNqUhYqwYJYZA8mdWKD66fhhV04ch5vyh1vt/GBOdqyFnK8Z0AViEhLO7Tqk7o0YyBlbz9dmLS3B61HM0YS3t9sNoTKJg8/uJq7xsGqCpHTQT75gBWks2FCoQA5uFDTup8/lNY6rcvIBW9LUoD+udJCLvTrxM79MNSYqdyU25YygTLKoQxoS3Be6CXGkxDYyqMGLQ9mpmil8USSgaWVIIb+jS+xtGkF/LlYs39AGAZasZxl4GlCcDS9gT3SRhD995kWczNXapE+H3URV1jYGBJdo5uBOq4ICOgi5qTIG1c68jVNlTMXMW+WgGGozYk/wPBxAmG623yfdplYJmiD+wCWGU/PC2KdgxDAFshLXo4XSRm55HoDMB6EuS5sjxmQx2kVcqqqEK4fEEJ4U8/vMKFOeGHb4ygcwDLDj0aASxR6mHyJu4FgFUysK4kH/dk8M/YU+NbYuPAqWGyuVJlHfZTJ+aaB1E2WoUiLHBkR+6JB0EBzscmP+c2F6m/tZFlpx4UqVUZAz6yqBsvo5sE6/w3FjV8sO3QAIJ+NzCwAD668osVZTXAIwO/CADWSS28GSuzquM4LGpca4WOQttbcJ6B5QLgaJYLJLav8e8ZXfLEUmqg9W5O/tLCy0k9Kf0YwR1ocCDKGK7bF1IWJqkYJDLNBAYSyATQ2SlXHBTyeDceGHLGG+wLQi2ncy+7HSBeQ1ufVYrUK9y2wywrIj8dheNpImJSxmTZ4NWQZfcmdTfHKjGwDFKKSp0jEclUQwVHH6UHVpTvJhKjKokfrV5CmBYUCgDLm7iT3gdsVTE+PjCwDvHFxwHAOsQhDvHliH0AlqnzW8KsCmE0cc+r4u+cZPBpvSshfK6Juw+Ro71/f21x9SybjFYNbpET3NqcZgZWU0NXvJQM195WQSLDpkkAlmJxzVGm2CfGUwnU+W2tbhIDSxDeLC5/veODtS1Lr+9jYB3FJCUDWPuS75kZ8+LenJXyOfhgaXeR5EWcfT37XxGYIc3KM7CcnflfGVGO471a3p9Jy67bB3n/r8AHS1WThLBNL8bQqG9jn2dGBtauhDACWFnG0Up4H1blZGE4qf3LxTBKWl3u2Q9gxesRJTFZ9AWAjViF8KRZYkReWkK4LhhYx8aCmzKAFRLGB0uTVrif1r4f1aZiGnPCsmgUWfhKXLJc8eHmadit4TjMKU7F50YxSekLuVS7A6AUUXpglQysVcHA6koPrBdhYJkjqoKxdNvcJfe+Nf+DqYsxmxlYhoa3T444appScccbajkNfax68GjWn10Arz+LB5a908R9B8A6+Ur6+aw9ppLIIJng3jdm28qMYVVckETG04PZ9kNzBAiLOM5LBpaWUl2AQkIo4MYhAcnTKL5CpELbXvHg1FdyFCq6qQSwlBabJYSbPsmRzdvfYVGAmImBdXwfWfnrij5Yg5gEIjVGaST3qWnRcjINiAj9NHHd+3M8XWXvtSwjVO9/t/Xns93kOXnugdVjIrIndwNY9+Jcr9D3+bzif8OQq0keG8f9AgTODCwvIYyzWwlgzSSE4+3P4R//+iKx8H74aEJ1/lwap4GIQhhR6n5u4g7MPLCuJLfHaQCZTqssW+vFME2tZzuLEIsA1yLe3d4oGMPaVakS3pGdONNtAhieTRU6BeZNf5XYtbsMrBJ0WVYtOOWiD+bhKMtauZ4sF0Fa+42VDZVQlV9f+blsCDJqRNh2Q7IB+N5xFTF8UMdJqKA3Yuicoek8hXU7DdgSwKIw/GdMEkKHUqtjEczKVWATWFf1qHSFiXuLQyuZM7Dw7zLeB8u3oQSkvcazwfppSiwoT0wrPLCs4gyIMRhpfYGaKJstWHmKlw2bykv6Tg1gltiuxywrCqsujqYxgWfxGal4tlm8lxnAUpbpZ0nvV+k+xnZB0OI91l3fZGClMrAlgOW5VQUDC9qjU9CRmswEVGCqDgysQ/x2xAHAOsQhDvHliD0AlohkI/c9DKxNkdu9fbIjISwZWNy+ilsyk8yMgfX6Tdz14kOoIijyBk7KhPgsVyKsKw+8QKjWuMWFpNyfd4MpfFhUemiDAXLywCoTgSAhdFu2AQRc1sLpIm8T2RwxSgbWbhVCKBhYGC46f2J7Tah3GFifu4Sw9L/aBQEAFmdBQujoRk1snrOFY4gvmcv7cwmhrCAyjC5+eWPF92Vj0myYX7JFaufvWykhHG4wsPx9206CdWEVO56Owumi4qT1FcJsqNqtxtBrBW7yVSLj5lMP178BQFZvEF9JnsfA6u2YmC2RebWq2sRSunwhBlbhgRXGxRjNdRMDy/iLAJ7VR+GzitI2ZxGYSCxrZLXig82zsFfh1HZeohLaKTbTVZE0v7iEMCdKRwUYtHHFDXwBDyzPwHo+gHXDB8s0hW9YAWAFOdn3HtwjXqEgfLsAEc2Dh5w0mSUz2uiB9YqqEHI3gLU9zgzGVd2yDKYunbVzjzrYkRCW4+wWBlZ4frTBl0ybZWa7oPPxI3VK0hHB2YEhPGvGwcNVimW1mHhwot6sWXw1vrA7rBMasdjIwLrICw/y9rdZVrmdIwMLQN74Tjonpp4h9MhKPAZTF0mxrStOph4MDEMGGk+WRV+VlmUb7qMFu/Hns90OqaMv2kI2uu2pEqB1U0IY76eRumBgaZIQpvZHGMY6Elk4No5WhJMABCcT93bFtWnCuShHdQbGj17QA+sn718QL+aHj0Z27NQZpz4BA7U46sFSidKEOUGFOQOruOSTAAyd1pLQiy0V1jahfaCp/MRRC9DWoYqeB7CoCgCLbWqfZ1OdGVjjNZHP05rY4mGMam7VZdXgJusBLBEahUWY1D+IPnYC37rnq2yuB7gehT56YAGfrPOz+LtnBbNdnV8gCHFNQ9tZz2pSpQ8VL6vlIlTr899xrrvJwFKXekGc96rJ0U2RbaX+8owUDCwNZCphHfq4VHVyPKg0t8qogbEX/1IZwOCcRY3fb5w7TViYM/UcDHRk5tyJUahWuK7HLIKEUPxKhmdg5e+ZICVNFwipu7UGquSDZjByk4EVd+VsnhdtaeIevm+vw+eqydDen7VLEnpUWRyfZgmh5OeXOwBYh/gtiQOAdYhD/EMezlrc1KFumP9ne3Ta89+4R+bzD0PsY2CVPxcm7i4ysKa4uiq8ebQjIZytgt0BRuktDKzneGCp6v778zL/Pft5Pva9r88An9qcpiU+19QweL8axi2o4tr8kmTMAmMKFgCbLCMcN2h/hboN8U1cJ4fbXDCNF2wDW+W4EY4bS3w93GVglSbuq7oilnaO/91f5NX05IG1r91jVcT22LOfSqPmKI10DvsZkue7QstqZvvMsBdnQUKoXG4tVVjpPWutB7YAFvdm0rLrYYKzwBQZt7D+cHaf3dhhx+7G/XfjFrfn79t+TbxXtbj0swkr2XUhISxNqFUVp33wL/Em7gaQqDVV5XTVcLqsvCQQEKs4MV5CCNBfpvPg/F1cWPU1J1lq+TwAa9fA3QY2WwSzrobtnSCfC9X0ACpjWAbzlSkmPZGBtUjmJHxiVnTThHNCSdqIRQRl1bBZton99UY3scD399SEYV+bwnX4eA9YGyOy30SgEoMLoF0CsEQ8sy3GbVUIne/3lYQkUUv5c2SJ6bzNdisRVk3yDSurEEa58Hcf3E+QhADfWmdgpbr/gJNlHofRmPuzVSGMgMceALBa4BxMDqhauuY0fbSQKknIeuuwZzt+XyVAVcwRIhlcTtcB2GTgHhiqzTJVF5PAdNTUtrkamAgBwArg6WgQEZxOHC/h/gmp2tj1kPvIpAp2ojeGQYXtR79mYw1bV9E9+CbjKEyTYZiyiTuAfOX308869vQB2PEJvgkm7x5M0bblZBwQ8QBWlNGdrkoAq2FZVGAbAsg2YFI/WgXAyjrrJYRtleZwX/Qjt6/VIHeURapCqCjXncGQNUyVLGYLS0dG0HHiQQC9LvqeyTmctWxq7+mH4k3c3YBOfRjvfs7b9n5+tHYOZG36ifc+WYM6vno2cbJwvpLj0KV3JOtyFUEjjqqzGKCpMoA5Y2AV13vSr3HASVtFCyW2VIxTna+18mdZI0hbewaWGK6jhFCEYzdyqplh+WyqYbxGrYVxG8y7lSZP0aG987Wu6haNABZ4tlPjz//9whvzew/ue7AELyPcWj/G1MF7l7mvfe9esWikjtNoMi+wqWrabgJVVB39cY1rDHq6wFHj3a9gGNZspjB/qlKpm0sIrV8kqccMYC1qZVLxANYOAwsRrjRM1lWNcfFaNY3PwfkGj48zqiqwDT0YKcZQyYLRdqj156oS+7ImBlZV+TY6Mwqy8ADWqpotcx5NYxB/h/5T9Jn4t4jnLU2cK+PccdMDyzuwC1rMN1FCiAiyWDKJsL3o6bSis9BZpZuU0U6oWt8nFMykVE2TTNzruAgqwlQbhoOJ+yF+C+L2N6dDHOIQv/Phpo5x/PdAlPrJFSbSPdyIbp/C4OCyeJM5WiJffxt1S/jKX0aKVf/f+SgBrCozEBKANXWoavCqKSWE3qfmtCh3vx6DB5ZuQSecu+C2+DQeWGpH9O/8m3D1wQtd2m0hV0/yOvejH+A0sEOk8YbdQfbimgqGNfR/B8aP4XiFbYukgTb9DOA0AFhB/qX/+f8WfecRvP3AvyH/7X8f9/T/z96fBdu2ZOd52Dcy55yr3+3pb3/PrSoU2kJLigRFgqQICDRJiw6FZNmywsEISvaLmwc/OfigB9vhF0fYIYUsmwwpRMqU6BApkwIFkAQEgERTIFBAAdXc9tzu9PvsvVc/u8zhh8zZrH3OvbcatDf2iKi6+6xmrjlzZubM8ef//+OU6ntfIy9eRhDGbJlUC6gPIBn32BwhdgAss4HtL9I3hk+B/XTLeaEs8rCYcxcYWOrrrppYk2j2GVjlmtJV/IN3f5pVVfKXXvqTXB1d/6ba9JNC7/wyuj1HZleQveeeel8G++QSWEfzjceIwSDsZ1XnZzQ8YNrLMFZVhVx9EX3yRviN3/ib7XsVwn+bXSUXw18qH7PfyM6qAl2cQJLCfsdA8XsT1jev470FsVhxKCW/eT/hF+68z3ce7XH7aNv2mz6DxFMEqYsHp4LXIB9sVvzqFPflr2PTDHnutfAlF3bpi1geni/+R+3xvrpO+NvL5/lcsuLf/dzzQABcP0lC2JcIbudL/sbP/5ccp8LtH/wMZ6xx6tm6kvEzqtH96qM3+PKTd7m/toBlmhhEQtLUpLVJlGcdDbsx/1PVjH/8z/45W1fy6DSUigcYRNmnjFIeDDow6UapvNUH4jSAZQCbqiYjw2wXmL/9f8T94I9jv+/PPXWuDYCVmoTthz/NWfoWg61hMvur7WeKHpD+LAArJCaxMhtj/tMv/ix35iv+8nc6Xti3OC1YlBv+wbu/SmZS/o1X/hgDmyLpGJ1eh1XoqxclhJPYNA2AdPtovwUuRIQXT+6H92f7SJIyG82AUICgA7C+nSqEcew//JDqX/wNkp/465irAYyaV4Z//9e/m6I2/J9+dNsy2XSzQv7e/43sB74LJvvBo2g0Y2IzaJgLOxLCHsDWVGwd7KPLJ2iZU+7falmsg4aBlaQ9Bhbkbk3pfwUhJZUvYFpaq6B1RdXIqyqJz56ayVBJE9pCIatcWqezZSX8dw8GGJciMuZ3Ppzx4PRHmdU1w7/3Lsi7rEqHx/OdrzzhR/5KeKbJ89+J/rYEqkZVUKhHCcyW/+inJnzw0PBv/VjK971U47OEWV2ACFWfgdUHsMgYZJ0EqSgHDIFSbKxaYBlkljdf/xf83P2v8MLK8a+MO0DYr+6iv/F/hdd+Aq5/b+sjaWTQA8qUVQ6pGbTzUGb2WUcPOYfwW+MR2/e/yP7gmA9Yoqr8xle+xt/+6a+ykSNmz5UInnF5gj/5EH33lxjUGaxCX1m//Qb/8MxzYof8xEs/wq0b3wXAG29+gH9yD7HwHVdqjFS4r/wc5S/8d+E8b96mSmethPC3Tsb8zXtX+IG0pNl7UCDvMbAWESSb4Pg791/i1xfX+YkHBibh2ufO8LNf3/Bwpexn0QxegvCULIGCAGC5MHfLKOPoL3+GdLhmksM6F85cinOnVL/zX2BvTBG7RlRJE+G37xvefJzwhevw3FEjoYaBzdDatwCWVZjGa7iXF2i05Xr1+Ar6zjsgyq/dy9jUGaCkwFFWQJIxTlOuz6btsVEXTNwJ577NBlgDxZ6lrBZ8+O/cZqIeMx5h9sBHo/t3T9/lvaVjVSuP58Lr5yM+N/Fkx2FUbrwgzuOr4N0FMLSKIwBYtXYgoInm65sm5TUW8TaOO/jyIyFLan7kWuDIawtgGRTBxwocaixvzO+yre/ixym+CsD4RjzqfChYqJAkYVxMXMn8P/9bVJsJ8t0HvSqEDQMrzikIxmi4sAYwUyAJIN9XPnT8zrsF//b3WD53nR0JId6H71RN4aEtX3r4swzMkOvbjnn75Wsv8I8Pr1PbBHNqkHNBTjKwW6y5w4+/4hiM42ZS6+1eRglh15+dsbjlGl9WmI9hD1/GZfxexyUD6zIu41McWnwZNaAi+Emv4l65DttmKfTVF3K4F7jMSQmrO7//J/x7GT2G1S4Dq1cy3TUmxTWqsIlrvFmWMenJdlZliVEfWVSKd6cf+bONVFBIEElaA86PNXE/ffPbBq+A1hsFBa5/R4+1MAhU+FZCmMDQgzsBrZHj/QBqxTAyxEjHoHB+i1wwedbGsMM7KALQsW6AQvVMEmWaerQOi6r1Ux5YPRN3OYFnyDIPh2HBt66gdPq0hPBiBUK44IG14Z3l2zzebtnWjt8+/fpTv/HthD+/h25OQT26LVufkp0Y7JHHdHRdhOQyMYZJWgUGVmSOjdO0ZWusyhIOX3n6WMD7ZsgTSVljedN0AIZul2FnuCqg7skKruwHM1sNcE0SDWR/+YOM2sFvPBpRO1q8su+B1fSfTaVoXOUb6BUz8gy3GwbrdagqSCTSSUgE6h4ICvCzmwNKDL9d73Faj1t/IP0YSS7sMrDevHOXjQoflLB4smxfXzzDB6vyjt88uUPlHCdxcT+N/bw9N5HgOQNcS0wrwWlMcAWhrwo7GEUAa5jwIOna6rpPyUI61bZDY5jfFDCYrE8RV1F/6Z+g/mkwp2qN9i3r+i3UCPlEGWwftJ/Jm8pm6Wh3XovRlw+erOHrT9bktfJb98N1eQremN9jXRWcFSvemt9vPy+Hr3YHymYtgKUEU2ygZaLemE7aRGdvYBkvz8P7h6Hy6d6kYzZVTd/Qjt3zzURgGFRQFchyieZr/Nd/pX3/p951zPOEvDb83fePyGP/1/U5o2LLsNy0zIWt20BznSbZBbD6jLSGgZWXaL4B9eRFx5bI4maAJlnLdkGVwp2iWuB1heeMFooS8L6kiiBZB2A5RgMYphl70QvqbBP8fwL7pZOnbbaW+6djVIRtQ/sg+DEBfPVOwtnycXhtcgAmzOG+qKjis267Mbx9N6Ws4Oe/PAz3JEuYVUVgYBW+lXq2HlgQGFiDrs+WLhy7NDawfwgeWL/x8A1qEd4ZC+XQtFInLc7BVej7/3yHSWslYzbsAVhbJTPDtp0H9gqbMhwkV/AWToolKt0xfvrX3mJTC482I9bbcM5D61vD9ZF0fe4xKXfNgEKVr97/cvv6u19/PYxJEV47jv2nx5z099/Gs23Nvn/jyYTKC198OCZLfOB3CW1FxsrX5A0gnXt+eXGdAsuvvDVo9VlvLjLONx6vSu4M1uoOA0uMItYGCaEYZJQwHhjkYMB+BBOX3uKO98BC8tJ1sBaJGw6vP05wHr72OCX33Vw8sgPU1cyLjhP0wiRKQr1j7gXE8sLeHlniWvlmMzoChhf+9ZnjA0zzzDUQPLCadjMUowH+6iAwl4CqYSQaoZ+SqvfUDft1YXEKb5wPSH14bm2cIIUnr5ozDpUTndieB5aQ9hlYzWI3ydpx+GCVUjrYlMrbT6S9b6qRSoWJABbkiWXdMuq69mvGm9fAbLM24MSzfIVbbnEf3sEOJT7VBCuWRJVMbOMb304v7fUDaQLbvOLhypA7+JUPotfdTjXr2JeL8N7jakvpCpbVnMWg27T94vGNUInV+x7FLIRT5ec/qNv2to2n2IUqhAi4+AyrLllYl/EHHJcMrMu4jE9xqO+AFU0HMIpJxPIkPn8F9o7AxdfHQrvrvPoA9l77/Tzd39v4KAlhn41V55AMUByFA+8FY4JPjTXCOE3ZVFUwcdc6epYoTrchQ724CgFac/OG9i0paN29/qzoy9D2nts9x28i9PEJWllghgwm+HVYQlkZIFjEZCFhSRNkHM9dPYyGMalo5BGjFlyAYM7OzR9E8nlg8gFMs7Bycx7dejwZWw3MLfHKOFEmSWfW8JSJe78KoW2SEQF72L5+ODzhzjxHgEVRk1lB1Xfynp7/VWvG3GOlaLUOVeJi3N90n/9diYdf6X4r/4jEfLBHIYGNVNTK2AqTzGLUUSHUgwMymup6CeuqYl3WyPQGvPYT6OmbO4n1stFcAIvsKiQBWNRHj1EXFuk6OEb2IuA4SijjIlwiqDLPU5aFaU1lT7ZJm5xUPWlNAxiua8X5IPO0BrTZWnbKyDu8SCshVCfRcNqS779Cg4uWHt5/EKQXeOF8vWV6aCN4/I1LCB/1vFfOVgVprHS5qrbAwc73Hm7O8Ko4HyRztfrWg6rusv/WA2u6WfJvFu/ym8kRsn8NOTxiXm54cq/AGmWQwGevxtpSo5QHhDFjRbgmIzJOurbzkEqQV5W1osYz8bGfVwX65C5ydVfO1sg3EwzOOpol26DujlumM7j+vcjV7+zGQS8a+SDAIm/eF+ZFuEavJcuy60/3Nqd811E8jxd/FKkLGF9Bxsesyg/D6+oZp0FWZyTMpbkr+cx1y+Ol5/uPOrDbHh4DsLd/1L7WU1VRe09mv7m9VE8Z+qevMfFgunzSXcM2jfob5a2zhG3DrvKOYV0xKst2DG3qDfLqnw8bGYe3kd6zoS9xa8vQP/4Qvx4gqevAQ3oSwiTtmbjrjoxP2baJs4jgfU1jHV2VhlQMo4HDCCRmypW9IcttxXxd8m9PXuZ3Fu9iBx6bOIzzvPfEIBr86ibDmu984QCANx884ck63N+7pw842osMzKPvRe/9S4oqCxJeC/m2m9fvPU6pa8VmlsNii1WlLDsgdVdCmEX2YWgXl4U1RCkWrRwMgk3Tk0pbtGM7sq1fXgMmsT3DFV1/fhYDa2AnKIcYs88ouc6qfD/2A2nlejVFbHLlnROHje9vNin74rBJhloDh0eMPLAI9+40SbgmK1BlWa7a58mTeRw3Atcn4TplegOSAj0LrEQvNZgU52FVGVI8lbeIdHNmw8Balnk4mBg0GmmLCA/nlqsVSKY83CRRygnOR08nASsW8+p3w/0RmC2rTQCwSCyTRMlF2Utr7kXz9zOfciABFNLxGFHl7jIlFQleTg4eFd2YG9ghvs/AQrk9NoT9AOVeLRwMhqRJzf/0uxK+eLfkztLzZBv8pa5Zz3NDy/TwOj/x2stQR3AjCRslU1PReFNthwOyvaRpWjgtGS5zBs/PSPYHlD58N5PQ5kYF5wyjuibZ1NS5QAq5Fzbvl2zccVybKINEcTZh9KM/hpNT0FBNcS2BlbVJp0g2QwajsAEJLMpuo+4sj88swNWG9MpreDGoWaJeqVJpUbuxGNSEuT8x4X5BBLAiA2vqC/LSo16xQ2lXfNn4Glw/JBsPSLanlL2lY8P+8gTydFHVYYSJcLoJ4N3TDCzQysMACq2B0LcLqUnj9ZwPRpDnZN7xIhU2A7tv+bBI2dTKqlQKp6SG1koADQyspmaIisDBHgd/8gc/XeqMy/gjGZcA1mVcxqc4VDc0IISmI+T6j4cqba//GhxK2Inav4HcCpIUXf0zWIcdeN0+uMCX+KMd2jd27iUpkgw7mZ0rWm+ObW9nr/EjmmY9AIsCK5Zaa5w61C2Q5GD3NxumAB3tW0hRtqhWrWTxqXM9fy+enCDf8z9DniGF+sTrdRXuV/8lMESu3dyR2xkZICJYM6BG8KlF9gbR7zZQ0ndM3GWE6SXHnjyc02f+9a6PuC+BztHtPfwTi7tyzHZ0A6wgNmOcLJik0UBD/VMSwh0TdxPfkxEMvr99/WjyO8AdQFhslSvjkMxa4v28WIEQdmVV1Yb7m46ldV6UrKsVk3T6Dbbqx4eedp5jfl2irtqpQhjOK5i4O5WgtBFhknZ9YDvYb0mRkyyNAFZk8T33w8hzP7xzuNX9r8DpBwCsJ4eYl/8Y/uxBvPcxWZ5+N/Z7/3zoj9XPUjx+iHiPOEdmBrw/D7vVxP9/vElhDKBUPTDJtRUIFecbcLNH9POesa+DEiKybHwt6FBQtVSf+8uYcQA33js5xX31H7dAwtninBkWqD/RA6upQFgUFUsn2DiCH69qbl0L1/wsI/f70WC9AVAqVwfz5xKqpn+L0BR44+QhP+BO+QF3SvbD/yayf433l495880z8qxmaIXjqYdaWE8yFlojpFwfH5COtmS49vrUQ2IMzgdWhXcVU+0Z2t97Cy4AWA37LakK3KxLGIb+jDZJUYP5jr/ykW3VZ2AtIqgqsFPJc9ljP95dn7bzkiRD+OxfbN9rWJMinoEFK6OOJVhtORgbDsaGF3ryVxsZWOPxfiuxqXoMgG/FB6tl7HiHidXEtOe59Wietxnh2aLiZBX7gvcMq5JhUbT3ZV1tkdkhfO4vP/1DPaC4uU5/7020TNAyoTBbIn+ilRD6JCVtGAvqKVwJLeu2gB4DS33VAViVIBk0ROlExlyZDbjzcImiPP/8D/ODB/8qD8//AVV+D/HKaXUDo4oT4TteWfC/+R8Fn6v/7Bde56e/FOadh/Nzvqe5hue/D/fmb5MnKepKsLDddrK+2sMHjyy3ZwaLcs3lvF5qBH39BRP3lCwLoKoA1TjIqUoxaJzLN27TTQ7ANjXsxeer9p57fvl+nG/Cs2nUMr2UVR764t7gc1i5gtdVC7g6QhEKVWXr10BCsa5Z14Y94/Fi2G5SRlJBtgfpGHP9LzFSxTz6Bbwqc1twzVZQ56wU2JzA5BpPVl2V0sOR4DXB/OD/GClW1P/kb4XztgpGKGvp1KZi8Z0NONs89NVlU0BEDPWasJEjwbh/uUiYHZU82Vq8D2BMkKKF4yQI9tXvwpcbOHuHjQ/eTEliyAxsgf2kAoYBwKoMh6aRNk8QhffmKUYgFQvO8cHGwiAcf2iHaO1YRABrz3huDiwsQx++Vxu+0wyBnO+4YvmOY8PPfFjytVOPoPy5Sc0PTD3yQuh/Gq+ZFNQ7Js29FsNmOmA4TQDFqJC+seTqv3zAlb94m9kXPs/J/X8MwMSk/KYZUyCkJmGwzdHasy4sg1kEn06VanMERwEhHSSKN4bhD/0I9Vd+BlCy1ltKWCVTZHIQ+1lK6YVlZYNmEjjPO0aldyAvfgE9/+2WgVWLtAjTi/UhOnw7tB8HFCTdfbNKJpDVFdtSwXvMyBCIzUI62Mc8/ydJH/8yVk5j08TfbrAjhSQVVluPiSDxeS5oUWObyrW+mc8FzR1MoYiAFkBpA4BVpJYqzSDPeS5f8z+fzhkdKtlrKX/3gyG/fhJYtZtK2B8oSazw2Hhg2fbchOxzr/HCT/4Ql3EZf9BxKSG8jMv4lIbWa7StOie0kqz5+3GLCcRmUJ6hLng5Yehq91bznYphf+TjkySEEHywWv+r7uWmwlHz36Kuqeo1SUxMPB71HQOgi6cr89HfPXsGC0vLVVhEA8xufUvgFQC9hE6mx7tVu2LZeSODAFYlCUwnYdUWE0qX9cxkZYTpGdA/q/pfkEQqFBWiij86jCAgiFgm6pgmYdGOKz9GQqiM4g4mZlcSdTgOoFRgYDW0/R4Q1hi4QysFEpO093hVbpiXu0UK7q4/eOpavpVQVVg2DBWB2uzcg+689skxFE5aOdAs6ZK5vKnuSK+/OUflng3q9P2glhHY0ftvX/hQwzorwVjKoJFAXUFiPO/PBektBx6sm4TbfyQDy/umb0Dd3ErnGXrP2DskLq69C3vGqFLU3TW89ejhDkBwtlq2Vai+UQbWYlW1VaQAzouaMuogls+QEN7bhHaoIsBS+ZppFvpGX0KYRnaI3gv3Uyb7EBlsibFsG29co0yihPDRdNTKiW6NjzDjMZl0EkLvg1S0Ac+8r5n0Cjn4+2/unKvzvq0UmRQr1HZ9JNFVe9yy/ngAyPUMnuctK1BYlaGKpNOy7TcA27rkrFjzrFiWYYyPU0UEEunkuX1W3Hjbm2sigGWtZRyT6t81AMs5pGwYWKctY+p02c1PqsrXPwwMG9QzqCpGeUGD2mzqj6tM2j+3wPbsj60C2iSylRDapGVgiSql79pCddtVEIuG7ZWEQpeNF/NkGL5rZcTxrJv7n8RrMvF+exHeOLVYVRLjmUxrtssz8HOu73Xn/WDeXZ+5eRuAyhjUh76XbxvqR2iit+8naCxNetMVlGUzVtwOA0tJGWTd+qKahE2A0lg0jvN10Zv/BNat9kxR08x+4NadXN7KgCyxDJLAoFtuY1u2G0BDNrEwiNNomK6KkwqvnvWibP2PPMK2sAwlNLBqKPZgRBgmgWW6Ksv2+bDG4s/eDe0dWVKjjFYuSzpCph0jOBQMlFBpVwOIIpK0v4/AehPGUguoG0O57SRZAKu5Ja+EwknHwNLALlOJ+IpWUIVjrTTIRScDE1hWAntpFQ5oDGelCYCIAMMRAry/6PgKCjzYdP8ekrL1UETmzYHxXLG0Uur7tUHNANWcZtxU0VNcgakBfK9wRjqm9d33NbNmPhdheTgki3JYo4btNK5FhgOyyVUkCY1dUFN7KGoJzFJtQKYOyN96w8q5VpY6SJTagFfXyuGGSSMhhLXv2SKYlJOqKwwD3ZoCQCVuPnrfAliVdjz0sRy1fzcSO6XxwII9UbRwcVwpfmDQCHansSBOZjLaaf0ZEsIshTyoWEObONgsOhYn/bmz8PEzjZMjlNGfcb0/Q6K+e78u0FzRuMF0lIV+q8CqkACcNdyWVkIo7TnVH7EOuYzL+P2OSwDrMi7j0xr5/UCZB4Jzhkd9CQ27p9Ku3Hj+AHQbHsjxNUkElvcvHvWPbjQSQmNb7ydgF8yq8zZ5Xpe0K4dZj4HVxKrcYKVbEDn3NIDV+F8BbeWYfgWZZ/pgNfcHni7x/k2EtqAFyOxoB3RqS0HLAMUEs1JjQDsAq/W0AqyMsT0DeuefBrDQMmRiEZhye9MWwAJhLATWhhWoi4+UEArKoK22fgHAGk2iNEjibumuD5b2GVh9L5to5H6vrtlNSuHe5vHT1/KtRH7WJhhaG0B27kEb2YxcDIUz7QP4MOnOaZt08qvd/vZsyWmfabSqtnj1+AsAlq7CeShhDJQkbSJp1fH+OfSXA0/yhDoyAZ7pgVUrvvHAEqijhFCdMnKOka87AKsWvIRjFT0w7K3HnWwI4GzTLcw/sQphBKfyze7nrHcsYnLYMh5i1N7xMLLvGhCp9I7x4GkAKzECVQmrcAy5+VrLwLFiWgBrMtLWXPvhcND6ZN2aHCPDEVkvwVAPqUgLnnnvdhhY/v47Oz5YfeabLTtvLwC1OWnMfKpPqKbpfNc/zvNeRUmEZelxPo9yyy7ubp4xl6myKksU31YgtD3PtT5gOF52AFgjIQRaAKv00oJN7hneX58UTT/UHgML72ATKqnO17tj5c69Aq1LUldjVRlu8zYh3rpnzGXdD3V/G4ue3keLrl9VxkJrLt4AU4EVFCJUIez9CzG9+V9qalGqStpPNAwsa8Zc2evmv8eRMmciWvxokbAoBaPKwaxEEBZnJ2h9xtUOA+dk2SsiMjlAZscU1kKskLnuAVgA79xPURvApVu+oCHKVr7eAbA8yjDrGCDlIHpgicXHuXxe9TYUgKXGWaZ5xsTLdvnD9jMmMguDYbyyartV8/xMWBXBtw8hJNeqDJMwnjcLH1jF0QPJe8HngLqYpoffHiYJla9DQYEGfASW5+/hnOMsSmyPJ/FcS4ekQ2TWSWF9Fn2i6kYyLWDsDkC73ob71o4PsYH1Fi4GgPOzhGXRVGzswDkbkZnAMC1DxV+FtYa2maSCZANA2c/qcAHG8KQ0iI0Mr2xIWQsP1qa7ycCj9hxgqAnnVfe8P0g8RpXrQxuBn1DBT+nGSuWlPf+RiehnBGvFprQPcXVMm41QMaxnA5KwpYH1wnYS2t6OhlgzQuJ8nBsJDMZKMEgLuJyVtgV7c7GsWxYSDKzijMSqeuHVLOnYk6s+gGWHPC7TMOvHZlmVPQaWAL5AvUdNqOpXtb8E48GVFkxuAax4HGuVqXg0gkqIUidN+QYhawAsm7XgkDUaembTdQIWSRH3lZtjn55u2jWkNg0hoIXDAVUEUgGqyLBb701bHeB+XeK3HTP4cBAAL1VlXTUm/g2AVe1KCPnkDZPLuIzfr7gEsC7jMj6tUTxoGQFtBSWdo7FyHLVpF27k9wmrPDq/pTSB+Xt8aqIBsJLhrmxvB8AqaAykNxWt71Nj4L4DKBQbLD0Ay5/tMEpC9CsQpjv/DVHyVPT9r35XAaxdo1wIyYKIAWtxcbe0SS58j/FhZILpsS38hfNW9aHdXB1WXICfjtk261YxjE2GCMEHyz8NYDXG1kMroWoQPAVgHY2GxJpMUe7gdisR7gBY+93fUUZ4T81T96gvKfy24vzdNpnVmAw8C8BSMRQmpXQGiW19aLu2yHsAVr9wwLp6BltPdQc4UA3yOn1wAcCK56GxGl2pNrAgBLZFzaok+idpu35e5QZVv1OFsC8h9BoYZEaE5tTEOTL1jJ0PeiRilxJ2GFhFXfPBYrVzjmd52WNg1d1u/oWofE0eQYHldncxLa5mFYf5RRP3R9t5y/ZpQCRFW2ZT3fQ5IyGpqHLYxKIHtz7T/X4VujnAeKRt8vMwzUAMVgzXR/vIcETa1jUMDJtEOgaWesekB2BRl+jjjg1Y9drdXmAJOetIGjNd9/EJRR0ZWAKcb3cZtYtcWddFy/Rqou8T18S2ruPnegBWj5XZZ3GNzxfdufcBrEYeA9Sxf3x7EsLOAwtCP6+dZ33hOk9OPVQlw9hRR9uub2zrjwGwegk/YtB7uyy5who0doZBC4J09wb1lD05JZoj0ts8sQ4nQlU1ya22DKxExhzvPYOBFRGlOw8HoAFoOJoVgLBYPEH9klv73W+erHbb19y8TWlMK+Hbth5YYex/+CSl9qCDlGvUbf2Hyjumw+7ca60YZg07SiiSFEmT6IEV+sra99iuIqy8xCVJHH9xfeL9lqYSRMMODobxyqZQvN/1/VkXPrKvolJUwRjBiGO9DuCPF9Oue7Zr21LcGnB8lCZU3oVrlaSVnK6W9zk/eUJz244mza2rkCyDbATpIIzsKP1uGVgmRTANGSa8l4f71jIUxbBuvOji9c8Xlvk6zH19PLf5M/GEzcdqw1YNXoLD1zQTGGSBgTWKIJLAWSmNZRsAH25GbdGNhmo3LwwNITZzlvO6KwJwkCrqPLeG3frmXt09PwDKttCHMGx+qweWk/UYXs7HQxvWw8B6ytRjHOTTNOBuw0FYj6SjwGqD+MyI64FmnlBYlbGaq7FsvG+H6SBRnAl+fE2kJthzIhKYazEkHXBSNqBoeG3d8wJUUagLcD0GVgQmM5uQTg4xkf1prUYz9vD91Hpm1GgZzzm1VDsM3yyeW9ay3Ex4JLczTpoqIhoBvHjhwOnpFmkA0nbzQtBtsyrT9hjVKPbp2QSJEueDqkDXVbsOOs4CmKXAOoK2iWkkimWUELbNQnUJYF3GH5K4BLAu4zI+paH5/Z7PRFweVyfQmG6PbtJVVroPGhcfDSsrTdE+mPJHPeoLAF0TFxhYXjsAq2m3ixJCgFWZ7wBYteZdG8ZQ7YMOT0sId9+PrzVtbizsPf+xl/RxsQNgTY/wvd3TZpfbygCNAJYXdgEo6ZITIcOYpGXI+KfOO/7bO4iVmvwoa2WYgmGaDkAl+GCpZ1XkOyBFHiWE/UJXTzGwhoOWgTUvBLTelRA2ANZgtlsBMFZFumsHKMF4/DDuEJ/mOdvq42RE31jo+XuBgUbDwHo2gFX6GhUbGViRxt+7N1vb9bFPYmBtXfkUALA6u4duFjuvNfKqhoFVYNtk5+GiuQeG56ZhB1qAZR5W7fUOA6tAVdnU4HxgfyBCGRkko7rAiMTkJAIUtUQJYQdS3jlf4N0uyHBeOboKnXCRKdfEMkpAy7JuGX43/Sa0pfes4zAPbLSufzX+VwDDnjR1E9PEnQRDBPIciedrbnbFLFZr157jaBR+c+lgFSUaN8YHJMYio9GOhFA92B0Glmd6gYHp77/V/t22u6+xZret6gTSmFXUfZbQM6IxcRcGnPYYWALMiwYYvQBgbU6fArXaCoTqmTTFvPoMrB6La3jSMLgEs3/Qvj6xDQcBqti29bcEYMXx4hxSdt/X5Sn3ztf4C22yXirFtmJYhblitG68q4Jk8qOiPz+JCP7eWzvvl8a2Y77xwFJ1WGNaH7Wyx5BTHKY/L1lPLVCVH8HAmnX99GQRGVhFaOd3HmWoegwNgAWr9Rx0zdE4GoADZxfUoHLzdmCOBVIk603DlAn/qRy8/zhFJ0NSK0hkZajx1L3+6ugALIBt6UiPD1sJYeVrkn6/FWGl0lZsA9DZDQC8NQEsoGMHB7+tJrE2ND5izjvWZfAaSq3G64iSqW2F9+AQDqadBH6xSjrWVwTKRkkSmDoQ2Fpx3l3VFU/uvtee8/E0jtdtjWTBO1Kmh1QmLp8ENmWorqgSfjN3PZlbHDfN+BAxLIpORtrE6VmY610P8Kw0MOGMV9ACvGOtHWoXGFihj+yPtJWkn5YGP5+3x39v0615DoadHGxVGAaimLpm3jvngyzMa7eGXYp4r3Tx+RF+o4hjzEi3T0osWKCqtKU4PRgPU3FdtUxguA7yPGcN5dBiRqFt0+EBSKgwiQ8MLBFp77ERWG7DMXIbGVjhMcQgiZsyvmhnNCswSQ1IYGA1Q3qTjpjXXdVFCEVViggOqYD6AvWKmsA4rDU8HYd2gJ3steC5NRp8qOKxTQJTrfEREJPMUrfA7S6AZRsAy+jOLBz8zwKA12eJnW89/nGcX/sMrNxRtN1JW9miT4T1eAhJIyEs8cuOgXqYdZss6wjEpskgMGQ1GMhbI0gE6OpP2DC5jMv4/YpLAOsyLuNTGFqvUJqkvFskadGVX5f9VyCLlcmqc9RFmYqx4X/WwOLDT4UPlqpvF8iko903+wCWK3iWB9Zs8DQDa12WuxJCHPhdNs+OhLBlYGW993cTWC2WHcA4uxU8yr7F2AGw9o5wz/TAygIgZCKAVVXoIiy0GyNakRQTt3NNpK573e0T7XW6GinCNfmB7UkIDZNsgipMk1A1y9fFjnF78/dwB8DavVeptcyy0Q4Dq0lm1VVQxmytMXBvDpOOWWJZRvnOtWHKc5Oube9tP7zYfN9UqCqcvxvYGI3/Fc8GsIo6+lC5ZmHquEqXZea9BHfyCQDWRZYRwPzxM1iT3sFm2UkI2zWr8GDZgArCn70VqxNKALAU3WFgeS3IXSi77b1goyF5c2rjsklChUlk5AQAi7CbHpP9t07POxpTjHMHraaIjilxMRq523xVBgAN+Jyb87wPbbgtPWWtONUddk2fVXRt2MmAlpFVUEc4UaOEUM/DWJbpAfRkQ/N1r9jAODDNHtTEMvBwaxI+a4Yj0h44472QSMd68Op3GViww/BppJtaFdhMdj7nEyGLv1d7pf4IGaHXumXNFW5ItQPsCPNcWdfKbuoEeV1xVuwy5FoAC88oDZ/fZWCF+5IYQxoBLLN/gCRdf572tvIbAOtbZ2AFIHyHgbU65d0ny2d+5/6JaRlY43V8Nqq2bL5nR5+BBf4Cs7HoSQg7BlYNYtoKcuXFhM/2JjjjcSLUVcP19T0PrPGzPbDyDV7hzqNh+LzUTMfhHJb5OvhsGWFvEo4zXxnq3jxrbt4OEkIRvIO8yXoj/UNVuPMgxY+HiDE0exVZtgsC15oz6jGwNoUju3pEKaE6aVlXWPoAFiy9CfB406zPh4IU3hqIrBkbAazZKG375Tq3LWs636xRF2aHJMrkms/lK98e+uUXxkGuDpytEtTtMrAGiWllurWnBbAWYjm5/357zsfj+L3ctT5CMjvCiaAxsV9XDbPXImJYV9LKrraRpdPM1WOTclrGZ4/p2mKzaiSE8XYApUqQEXoPUba/8gHAUjyTTFqmU5IYZkn4rbPS4N59v23691ZdP/rTz4cx6DVUJR2IQlUxr7vKgEfD4JF0NZMWYLlfVq2EUFXJgwKVzPbYq03FzeqsW3bGLjA1QeJW+AD0jM+K9p7kkxQzDOeYZPtImlD48DtFBaY3DI3AIgJYmzQJq9z4HBgkCkbIq27eT40EphqCQ8g1XP/76aRt+26bV3i8jb6mAmgZPbCUWkz7waEdINa24LkxGvHg8AFrYKZVJyHM7I5EvZUQmkHL1hTbPpLDMRLFe0/l4kZRPNez0uA+vAu96wY6BpbG/4vPBDdLWQwH4cDWsl8VsN624Np+5jESngHrMvTHNB10clAJzGFrgmz3qfnsMi7jDyguAazLuIxPY+T32x2X/i6fuh4zY/9FGN7o/l2HpEOgY2ElwOLu7+mp/r5EXyaS7LJ6dhhZOybuYdEDz5IQKsvSBwZWZLE5fRrA2pEQNt5Xkj7zfWBHPij7L33CRX186KrnYzM9/EgPLLFhN94LsN7CaolHI4Cl2F6x2gbAUhze9889Jre+bhlYLlW2tdA8ZqajQ1Bh2lQidJ2MsHK+TcJHSW+1eoGBBXA4GgE2mFA7j29kKn354Ohw90vphHt2EMeCcmOccmvcgVx31w/5tmJ7Cvkc0Nb/Ci7cg+ajroKGgaUK3nG1jv3GWLY9YKfP+Ltoeg9P+zwBLM863zq50jH4AgurAbAUTIYH7i4TUCWzCd8xLrkWTck3hcF5v+OB5bRgU4fdZqeKUY/GaooA456f0LiIwFBFlOMoeUyk3z49b/2ebkWGUIWw7Xs0fYSRe+P5tdi41sD91dmYVyMAbxXm0Qer+axTz4PtOQCTdEAqAxrR1nm9xouEJCyCQglKQ+WSm5/ZkRyfrzogeDhUtHI8qKTtW7fGAcCS4YgBvjUY9j6Y4bYMLPVMtUb2rwaTeMA/vNNK0loJYVViWlOl7jxS6frJpno2i8j1KhAue+bHzZEWRZCDNmy3G+OD9v27692+uyobgUonIWxM3FW1BRanNoNNAL+aCoRNTJNu7quiy/K35IFF2QKgfQCLxRPef9IBb0f7WQtoPDpLGMR2SitHoj4CWB+zQdMH17ZziOy/RlJaWtOeR+OBpTgQQxarzJUX2GAi0j6S1Xq8QFW1Giwmw7CxYCQhTQz74zAHnCwLtM4xZcHDecKmNKjA7WzRHm9VbtE4zx/Nwu9WDk5XPb+56RHVaIoaYZvHCoQK1w46ZuGdhyk6HeK1xZXIslChsgmnGyLmgAhsiprs2hFlfB6WriYxoaDHlXyLiqGifVKASdD958Ak+ETaHzItgJXQMkN6fXe5OAMNlRHTaBR+I1ahLVYdiGD2J4ym4e+qNjyOU2yz+VL1WMSH2axjYEnCk/Pz9l4dNQBW1WPjTY+oTJQoXgCwQFhVJrDDgKJ2lK5uvdCSKqGOIMqLh+EpW3so1+G5kZpujBdeMBqKxKAOjAQj8h4DS4N+EgT2hwHoWFVCcb5Et1u2NdyP8sQrY+Xzx2G8BgaWZSgeX+aBgRUvcX8IeE8icC0+j5d1zbLcxGuS1h5uYKXbpmskhPmDjt0f221qgt+bV6hVmD7ctADWdpphR5EVbsZINohMKKWowh0du4qjKgeEbWlwHrZZwqbZaINQcVBg0wOlkwbAis26jjLC9yRrAaBp2t3bk6JjYKEVGk3cK9M910dJmPdM3oDNoSs0bWISZeYqtJEkTntcW+87BtYFDyzVDoy1CRStNN+36/h5JdTvBXBSexsXviIysDS+F/5bz1KWcQPWWMteXUJZUC2CwbwVz8EggIrrMlxEmo2gNz4SsdimtlPdtdVlXMYfZFwCWJdxGZ/GyB/0TLj7rIaYYIoEedrwVvcd19u5bn2w0k+HD9ZHVSCEp6sQasfAavbFn5YQelaVRglhkA18EgOrkRD2vTyeMnH/XfK/AtrKczLeQ2y6A2A1u9xWBjRlcJwoOj8PTB3fGlwgkvW+1/3te9XNWimkc1DUqAk+Pdt+G+5dBY0eWEagLtukuM/EGtrO1wF5ugLj4WgQvJI0JOBeIyjbq0AoFxhYZBPumUELUNwcp9yavNAmfvfX589qwW88zt9tzUu0Z4bLsxhYLjCwChcglLHx7Ndx7IndkTRNej4iq2eAFM+qtLdskkybYF75vvZ1XT7pGFixAmnhDJs6JEOvHE5J6pKX92J5KZRlrjteTF4L1rUCBufAqlLXDXajjPvgmyvCUXwHcBVVFf2vluBqrvlty5yCwKpqz/cTGFiLXDEaZDO3X/tObsf5y6hnEb2xmvZ5vF20krxb4yNWZUUaAQcRz0kyDRLC2CFS75DG/6onHwQ4W3Vjdjh0aOV5UAew24rh2ij0PRmOSKJRNoT8M0gIQ1spwlQrZHaENL9RV60PVgsc1gW2keP0gLSsx25Zls/2cWrkgwDL/OK7wjwXNj0G1ucOnmvfvddj20CPAagBwBIxLdiwdWULQE9cd47mYBfAmmTNHNh5d33LDKzYPlJ139fVGffPu2v+E99xrf37bJEwrLt7N/DB+6U/9zwdXbJmeiCQefl7IB0ECaFvJIQNOzUAWKkJAFbldUeO2bdfdNajIjsm7uOh7kgzr0QfrMWmpFydYpznzqMOOfqubE4zV699iUq4xqNp95v3z3rMaxHKg6sgsN2aduzeuAJ7Y4cCH5ykFOmAdW0DmEvDwOrms9pvyFJpv78tatKrR5TG4kVw6rE4joucY+fRmG5sXMz0bRZOe/+FwMBSR2iyZsPDtu3fSMYAlqsFeO0qECLc9mO8VzarwPZMEjjDM56F7xlV3nvcAxiBwnUD4rnx1eAHKsJKLKerbp10NIwAVp9MNj2kNgK2SfxNwIA1gvtesBHAymvdkdey6TrA7Wueq2NH7YVqK6iHYY+lWDghcK18AFOtjRUIDeAZZxLYvxLmrsNhM9c4zmWIrpa8s7RtL37xwLM3gL0I2KxyQ6qK5ivmVWgfK7A3NgEcUc+t5pEvwoNNYD6uSm2B+cxC2RhuNW2a32/vY7PEmYhvx3rhYHpv3cpv80mKGYV1WSJjJEspvOAI+2FG4aAueWm7DMsCgqy0SAxrEUQDAJSYcJ5FXbbXnBrDJOvatDFyf5ewhhCUW9NuDjmL8k4VBSq8d6iBWky7krRJOOkAANm1SURBVB7aAGBJ7CbBxD3WGJRwe6a+wBcexOCnhx1LrXaktl+FMAKuZofviUmUspEPughSAue1ob5zJ3yoebB6EGc/moHVGLgnNoxCY3DLmqZy5uEgMv5qoaghG45aBla4J5bEhuv7JM/Fy7iM36+4BLAu4zI+jXGhAmEbttkRuokkAxhc63bK+v5NrQ9W8unwwaq7xap8jAeW1jl9E3cAawzDCAZ2DCzPugIjJsrwTASw1js7V/2/n2nifsFLShuw8Nv1v6ordBuYCE3VJP9MCWEH6ngBPX8C3uFbto/u+HyZHoDlerK3FqjzNRQVenAISJAQimGQJCST6x2AJQJas1wH0Glb9QGspuT2cDfbi3E0HNL4ocwLg/ORcfFRFQgBTUYBwJKwR35tmDJKDjgahHv/pMjJ66fBoG80dP5ey5zRqnus6naF1rv3OHcViqGMyckBRWDqAJiEbc+Adpp+EgPrAirha5YxSTDXX0b2uwTer/oMLAGbsS7iolw9rx0eQJFze7/b0V5spZOyqcdrdYGBpTjXeXSMe6y8sYuuUqJNnkJRVbxzNg8Jvau57Zcc9BbKi3X390WZanfNW6q6ZlsbrCrPpcLwynO85NdYFOt9rxJhuKf9xPvm+IhVWZJZ2/q33LOjIPFoKg1qDZso2bp1EcDqzjEbeNaVsomY343xjMREmdFwSNZLSXw0sG4ZWAITrZHp0Y5JvL8fZIS1jxVB6wqTSJukNpH2/IXWH8HAqnsg8+ICxiUED6xtrS0T4eXZtRaIubfe9cHqSwjHaZC4tdW9ev1wUvaqJx51Bu4As6yRBGvbDt8agFW0ye9FE/dH8+5cfuTVq4yij89mkyBlb57xIYErvcd9pEy+l1IuO5am3PoMsher+cVxn15gYKXSHWNHutnzgHJJyMarUtq2nAx2pZnHPR+sJ0+eYGsfDNwBRPj8YMEgsiJWOJDQHldm3e88iIyiJqrZEYiQ593YnU2Em1cCgOW9cGc7YVVZRJXEWLIMzoo1m8hmdrrGiDBKFRFhU1SthNClgZGUSM3NzZppEiVMAutaIhgzQNUhBy/j4lrF9J4Ds2HX11fb7u/1Zh1kXRokhGLgBZeymTs0+nmPpzAvSsbTeFyU9x537GGAjevm+6NsP9w/m7EUy5M8ysVEOI6MVHrALNNDamPASGQZAzXRMy2CgvExUNTKouxVrtx09+XqHtw+rqmcgEK9lQDCxNjUBqseJz4ApYl9JgNLorztYBDpdLXjXAboZs3bC9uuAF/aC2D1zQjKeYW8gHp1yiJuvOxnHjuweO8Bz80oE1XgQfQEWJY+Vl2EzOwCWKoKxcNwjkrrRD+0LrK6BX9SMZkXLYNoO8laCaE1Y0hTSgdVHQA6g7JXlby8WYCEpl1sg6x0bRtWlIZ2F3ZkwUFC2FRcFFbesvKWRz7c4oPEsZ81a44g0YNGQqjROxKqxvAMGCahzKeUHfgkBImdTZREIKsDA8vs7eOHIxpLVa2qVkKYmixUvAUkemA1vUMSyKvwzNDGBN8Yzp2F9RatypYhKrUHk1FIu13Ste1eRh7H1+EgbiAYwa3qdt4/Gna/uy6FbDTZAbCsSVoG1mUVwsv4wxKXANZlXManLLReQr2MAFZv0aW+ZWXJwUvhvyaF7EokXLhY2twijQ9WmsDi7h99H6wegPU0A+tCFcILJu6zLG2TixbAUmVZNvTxIGlzTfv5Tqa5y7BKL/x3933N57CNrIe950Mp6m8xdNmXDwYAq/HCMZK01d4MaWsw4ZyDyOTY8Uzp9SHTk/T15UkQq9p4D2WNPzwEYFuDYJikKSbJoNIOwCIYjgOttAxglDTGpE+zrwAOR8OwugMWheCb8/ioCoTA0qSsCL4v14cmmJIy5EaUEarC/c23JpVt/K/acnvOQE8qtXMvCBWSKm9QQnWhA7/AAEN8kBDuMLA+wQOrJyE0ImhVsIq/LTdu75R8Jz+lWaaWDjApy7Lrz6/tT5Gi4pW9yGwBlttOytYAoJs63D/nQnl3V8fKYqqMfN3uFI99MIAVoI4Mk7wqg/9VXFy/6pYc9IDV+fqTGVjLKm+ZWkaV2/szZHpIhucFt8Z4x7bSkDjG9un7X92aHLKODKzUBuDgnhlS9QCixDvYloEd1W9DgpRLJCT+6cDzuDS9Y0/bvyUbkEpX1TEq1vA+yo0EMjzMjnZAMo1G4aWvQ2VCwCYxM+szsHoA1uYZFSoBXK8q2Pm2a8+QMwnLQlhVIW1KjGFks9bDq3AVp0XHyg1syfDZSQqJ6aqS9hkmk22P6XmBgTUdhfYRaL3APsq/6+PCawW+RmqP9L6uq7PWKwrglSt7XL8Skjb18HZ+RJuE1jXNeNjUF5zO2wP2mFOLwGKS0RQ5uI5MA9sIAre2qZyqGj2wRFuPo6LflXsnXCdhyuiqEMJkqPGZEuJKvxLh6Rxq5c7jcE3DzHMr2TCJh9wm4OO4uTrrfufRYhecLyd7KIGB1VznbGq4dVXbSmhvnU9Y1gngSY2lwdIfbM5Q9bFvGYbx9QBgHVOIpU4NRjwicHOzYZaNCbC3sHYNgJWh1Oj+C20lUFP0gNDeY3mVd/1+udmAiwwsA2MrJN7jTruEZhSBq+FYEBNef/ckAljqKFxFHqXniRi8SgBXbRYkhGUWJGkJTNKGgdWdg8yOqK0Ba9jE8a8uSKohso4b/EaVs7ybp8tlxzA+nirX9qu24qGUhrIObknGwLYOMnM1BADL2uiB1axHGglhmMf6DKxTGcJ2w1uLxkoCXth3qCrXx13fmOeG1XYeKuxpALBChAnr+kDadn0Qd/VWZSeNHljpACyfQzUHtw3rx960ZLL4NBDQxxXDddWTEKbYyMCyMkasofCGvJbAavPKQV20DCwjsMwDN3BjA5jXWg80AFbDEDOGcfTAAlip5e1qhETK09WsYpZ07RG8NWkr5/oor66lm+dHNqwbTBnXUdKBfNYqmZUgPSx8qMKadB5YWpYkcQ0YTNwjyGq1nW6UwMAqalr/K4n3eKNh80uLomNg1YrYQcvAkoBCh+vZG7X+jEejOK9Yg1uUAcFUOBx089ymFAbDadAkxkgkbSsRlpcSwsv4QxKXANZlXManLfLggaPWtAudUHVOUWtC6er9F7vPD2+2SSdaQXw4YwdImoTEfPHtmVz/gUefwv+UB1bWJYbRA8trBLBEWv8rgHHagFk+Jn5gzQTEog3VvycjbAAqkbSj1GPploQ95kRPqvnt+l+x6uQ/HQNrt8oTgNHgKQHg67Jd9PgeK8LQ/7trO99LjpWqldJQ1Lj9vbC7W0UAK0rhxFkmCW17rxePgb6E0DNqynddMHBv4nA4pEnm54UJ16UO/RgG1t3m+CLcHDbb4wOeG3cMpXubR8/8vU+MzUkwj3cusq8Ec+PV7v3evYBgkF34rvrRfmTJDNWDWHJXttXP+n3vWQBWI5FLjWU/m0BZsE5jWfKbr+2ALxpliqpKGQ1y51EukVrleZ0jVcV+JhyNQvK5KoSydnj1bf9ZVwF68xpEQXUjc/ABwBrcuooZDhj7hoEFvhZUoKwq3jo7b42vX3UrDmez9hznmw6U+UgAq9yyXAcGgAC3b92C6QEIvOqX2MjMWWw8qzLHq7b+V6MkYy8ds64qrBhGke7wQBJKTOeBJQqb4in5IMCTRZBGDoZhx/xx3XkN3hx1zBkRIbMde9F78Kq46O3SvCWzI5geBbN4Gh+sito7tCrAED4rBqudpDQzXftsPqKSXp+BNe/5i724Nww2dB7mRZi5pukIEeHW+LD9XN/zaF1WaJwLGgZWE30p63jZA1UveGDtTztguVH+fcsMLO8w8SBtP1fPIoKbSWI4ngx48cagTWbfrI7R6FE2qMsWoPokAMuIQpxD5OZrAcCcHbWJ++BCpUHEkJkGqFdqHSAtk9W185+Pc2EnIYTxcLe6Y9/I/eR8xb1VxjaCJq8e5xiBceNNmBiaIXRj1h3z8XJ3Ayrm6OTbDji7uTfl1tXust86HbGqQrXSzCQ06vl76zOc5o1gKhiJA5uyIr16SGUsLjFYE8boje2GaTZr99JaCSGKqsNPOlDR5Mt27puOeuy/HoC1yrctUyW1yjQV1DuWJxUSgYR0FkEBI4yGHotytrIs1uH+3N+cNcp5UpOwrWtmaQCwnMLjcgiiHE26pYFqN5ZldoSL9M11Az46eL4h+iD9ehScbrv+tV11z6LjiScZ9TwGc6EOVletObx4xRuCrD+xsQphZOulgjBuj7c/0NC23nNuRmy84d46NNa1sWOUBgbW8bD7zfOt4bQF2JSDTOM9UMCTClxNPIgyLx2b2rGsAqgEkYElsVCH20JTKEhM638FoJlp+4A7q8hyh4mMyO20Z+Ie55XSBwklqkhZsl8VTF3F4dBjJEgIK0xLjBunzRjU1m8s3F/LtCfBXnnLW9U4avaUq2nFrFEmICzjWAwAlg+SYAIDS6IhwtDuxU9nmDpUNW7AJ5sojWWhlhrmQKthg4TIlnoc5MhGDEPb+FM1NSRBCUUAikpCO4vwwl5k3nlYpBlsOwab1B4/GLai8onNWnBwMR4EsA442ovMMWPwy7K9z0fDDjxbl0I6me5KCE0aCiYQJIT96qyXcRl/UHEJYF3GZXzaIgJYIRkThARh0D1hx8OPBrB8BeYAkADsNAn0eQeu/JGMj/HAEjGdZLLO8eoo6pYkwXTQybhMC2gF6RCAlRnE5MThwJ13B2/ZJR0QISLQmqH3QInfRf+rnQqEs6NW/hWuoXc9uqCpCuUbyRLgetIZG3digR1mgOtJTlWrrqpcWeFn49CGAGI6IManTJvFosByFc6zkxB6Rk2eYJ42cAc4imavgmGRG7x61J1HE3XC4n6wt/Ode1HipCLcHAgioWT3rUkn07y/3gWavuFogEdfo01Z7h7wcbESYe4qStcAy8phZNKM1IGx1D3j9NQahtG/Yn2BZeN7xtmzdMReNoK6wImwTTPk2kvIYAyxzLo2Zuk++C9tK6jjebw4KbFP3mgN+F/ci6wDhWWhVN7hon9eMP0W1AvGCC56YKkqY1+TXTkiu3rE2NUtyOQdqDGcFwV3FytwNTf8lgk1R9df6Jpy2wOwnmHiXnvHpi5Y5B4b/a9efeVziE2R8T6vuiXiawRhvlUW1ZYn+YIy9s1b4yO2tWulcQfD0J8rMdw3ncl/ArApkZ60DyAvHeuiQhCGI0/t4bGLVcAEro52WYOD1LZjRz04r4F5pEoSK1vJ7DgAIjfjb7kaffRe6ANVCcaEZFuEgekAoCzpAVjVLkDRRMOSFISzPJqNW+H5vUm4hzTFKjQk8MBzk072d69n5L7sA1hZl2jCLgNrdN4B+PZwV0K4F4Em4VsHsFQVrxXqHRLlgxIB41phHfvQbJxgjOH2c9088kG1jxzeBLGMyi5BW30UgBXnQTGduKdly00PKSMKmbruXqg6MIZUlCZjL12CtOzV7l7VMWmtYhXCYRZqr1jp2G1X9rrzP1lseWM+CfItVV65FsbkNI2ePFZYRYbEzVk3V5+udtu49OvAVMm7FOCFa9cYZ8L+LEimPjjLOMkTUE9iLNEHmnub0x77VhjHLu+94sZj8jTFW0NiPFfyLal6ptkUExGjlQteT1QFHocX1z5/TZG3VXhnwx6A1dt/WhdhjoMOwHL1lsdPgswqSRXtkZcn407u9t7DcH/urp+0FQpTk7CtOgCrrAwFBkQ5nvZQqB6AxXBKnSUgwqYMIAsKL0tTxdV0YIQoZ5vuAtaryA4S4crE8VgNSRrmyWJtqKuQmEms+pZXoEZbBta6x8CaZIIwam4FRyPQSG08kyHv6qwFOV7cd0CNV89soA1Wz+M84bTo1kcHA0938sE8/FbaGeo/2DpWzeD1ysAEopVaExhYzfoT0+/quEHXftU6XO8w6przSRbY/nQs78IbyjqAg5pvOahLSA0v7jVV8+C8THGxCzcMLFW/UwglM7YFWQHW3vJ2PUGMQRSO04oxvm2PVdVJCNUrLoKilQb2WGZTbKxmjMkwlcOYDgCyllCBFNDSh0IWRlsGVlLW1O++1Z7PsOn7RnsAVujHRS2I84iBlw+Tdk0/TwboarPDwKon3XgfYUkiY3A5GrTr++ODsDkRAKyi7bcHg84HcVUaBhcALGvSdsPFa3iOXcZl/EHHJYB1GZfxKQpVDf5XRlBpAKyUsKKLD9WDa0gfxBlcD3RvCACWjECGkGRtieY/8j5YHych7L/mChTX+l+B9HyvQkyzFDQysCQLDCwMiImVCBd03glx157dY0g0dFet2t0sbUBCk8Dec3w70ZetyewY32N69RlYuLNIYQ+muw2A5dPu0RAo7CHBs6ZbJHnt+y+VLauGssaPhzRYRCMhBBAzZtI2hbAqKzQ/7ySEqj0G1rMBrMNR87plXgQJhfqTTkKYzRDTMVVUlXvbJSpCYoQrmSKRSTZJpxxEgPJxvqHsA53fYLRjw9WBgZWkmKsdQPwsCWERL9cA+w2ARWBgNZ9poul/Fz2wNnWBi31nLxsxVVoQcX39RaSREkbQoDF3DlXRDPONb6WxL48LOH0Lib/x0r5vBA8stgFQ81qgqq0HliUwPF0d19VeGTlHeuWQ9OoRI++QCAL7OpScf3e+DuCRd23VwINbL9PsPc/LC0yWC7Gqcurasa6C/9WNFCbTvfY6X/IrrK+xIiy2AeDrs4huTg7bwgEAV8cNUCCcSRKROEjrGnH+Kf+rxtxZJFQgrFXZRqrF9aHFyO49SrO0Zbh4D5uqa/NUPNvEtven/1v+3ltUvgqSZiPBT0kEa/YwEaBIe9U6P6oKYe0bAGvAWWRgHQ0TjkZj4i2jrMIYagCsw8GUYew79zZnLdi3KoPnijVBumV7LKFVD8AaP4lAsBjMwcHO+UxnR61PTQOeuo+oNvlRoVQh2XJ1YGDZFBOrbX7ox+18ejBN43+VJJpWn5QTitkVNJswLAqaZ+L2E/zvjOmSehOBRj89xMd7mfUYcEqQEHYeWFBqAg17VVoiSpChNQwsCfJB2N0o2GFgLQteX4zbc3npRgmDMbNxBOwTwzqCC8fjg1ClD+gVZgSgiNdb5CYySjxXZldQ57l5tYrcG+E3TyagikG4Mg33+zRfsq66zYLJoHlWeLalY9t4GYnn1jb0v1E6w8Qid8EDC6iCXN9r0QFYzrcbOZMdBlb397KsQrtrAPtmifBhvsG7AIpM9pS65593OOna+90HglJzb33aek1l1nYMLIS8TPEEttBxpwgGv7sJVY9StMeSAnjZN4xr085eCpxtQ3sbEc7XwTBvmHjGqee9TcJoEhivDdHPiLZ7iutC8IbwbE6ChDBiKQwT0N7m5GwgUNUIypmMeLvea0GOFw9qUI+qpxRhOgivb2rhTmd5yUFGWL8Y2l28m4OMplLpg41jGfuYdYo1AYzWLNllYNm0BbByY5Ao4zNegnccMFqHH/aJab0fRQQjaWBgRQmdVhX7VYEObQSwwnFPiwQv4TuTdj5Uyh6gnNkkVCEkbGDddwMeucC6P3YFqQks83EcLNuqkRAGJpsG0hONsL4BnMI1DrBVmBObZ7G1SmqEylq0VGS2jwxNi+UleU115+32EKMkjHXTY3F5wvxe1ILUnr0EjsfhvCRNOU8HSFEFHyxAPFSTbp7IFNI4ZlZJ2kkIr0S2o4DfNAxU5XjYPXc3pWCsZacKoclaCaGil0bul/GHIi4BrMu4jE9T1Euo16iN9aUBYbhjXsvscOcrYhLIooxHXSi/K8Pgk5Rk4cm6vIu63eTsj1R8owBW9MDaAbDSCwBW3I0sHRR+QNImGzYwsHCgK/oGEBcBrI6RpUAd5G8NALP3/A4A863ERQZW38C9rSQYwTaDjQs10yZ/Pun806zYVhZpeqyLhpETrqIKpspVjSj4oWXblIDGMI4gjElm7UJTRUJFpfN3L0gImxN/NoA1TJIg5cS0fhWufgyNH9QF+eC83LCuCzCG64Pg2yS9Y98ch897hQebe8/8zY8KVd+yE9V5cOYp36SnGVglRRVkAYJyYMO1Nx5YwDN9sDZVhetJlfqsl1k6YrLqvNfWVzoAVKIHGqMEvKN0AYBabH0LJrwyKoLM1nlwnpf2O+lMALBCopm7Jo0xiA8SmrqmJyF0ZNeOya4dMfJ1y3zwTvAinTTV1bzqA4CV7F9jL+5YL3o4jD7DxH1VbVn2/a/2ehnm9IgU5UW3xhCqf21Lz5vz++1Hbo2PdoDAG03iLwYVIugPNi+RvSvI5GDn9zt/pcDAarVMwM1hwsWqooOsS3bUw7J0wVNOldQoeTqEYbiGvlxR779FuToPCUaw2gltZafE7sIgoc14nlVJz2vdjvu8HlDHJPtolHE0Cgwsr1BEU+1ZGsaEEeFWlNmVruYkD/2qkRBOQrG2HQbWouoS9OxxkAWb/YPgpdiLJEkYiY8MrNDW36wHVjuXeYcpHTI9QGaB6fWen7Vt0pifF1qzN2t83OBL6S0Y7TFqWCeqbPrPh91fA4jSNEXGe7AfdHbFpGPDDXpVIFUdiA0SwvAKlbO9OacRIkGdGLwHF2W4DYDVlxAeTQctS/bxyvPGYoIgjDPHtf0a3T9k2vRjK6wbcDzZYz9WV1usTedrqErhS9RBmYeseT8tGSajAGBdqVENG2BvLcc0nfz5CEYq/aIIEv2FwjvzTRWYSUBiPTdWYYxLMmmZt2svwV6pKqJcvwzrDMDU2hYyGaZ1CzKt8q6PrKs6MrA0MLASeKeRjaLs7SsebZl91/YariG891DI65In+ZLECIlYBOkYWMCmSFqG13HjI6basqab8A0DqzJNN+FmXTBIkh0AC4F5HvrH2GacFeHYV8Y1ixKeVIbRxJFEkLppy0YOuS5NC2CJNVFCGAzcg+9aN8bSVJhG0PBMhrxVT1EfxtsL0dvQq6cApoNYBEGVr1Qd+HEwCGwiSSTebeHGYNS24YOtYxVNuwZljRHBKVSJDVUI6/gcHtxoj3meDRhERNeqYRPXVKN438SY3UqNJFQqoVJvHM/7dfkUgLUsLd4EQGbcB7B8B2ANbRoBrPClt6tRePYa4UYEctUr09hvaw+rkiAh9A5vIvsqHmFoO3BZkmFgYIm2Rgs2UTILeQS6ZDSFse3ez2uqO2+1a62hjfNun4GlIFapXZAQHg4Nh01RgzRjHv1Em7lO1FKPujXjQCFZN8UKTGgj4GgyxeyFecvUNVqHe72X+rbrNQDeroQwoy1qrkp1aeR+GX8I4hLAuozL+DRF43+VJu1iSGSIrDszXh2Pn/5e2nutnEPDtLGR2u0dLD74PTvt3/P4RgEsH5K+TS8PnfaS0PDvbtpcVVmPlWSpm302N0f7/layewy5aOTeY7g1BvvfTmiU5oWs6KD1L4LGD40ISnmM2ABcCO1Cx/dKeRu14AKrwkoHGHjfRxuqUIUvUotcJi2ABZ2PmAyOyAw0ntQrb9Hz93YArOEnMLAADocDEMOiNIHS7s67xf8FAOtek2wZy80BoK5lYAHcGl9t/767ecA3FesInHmHlpHxODuGyUG77d/eixjbuqKsuzT20ISGGtmM5ks7lQh7/W/dk4ote5WtZtmI6XlXJW29311Tk9zreACupvAe1SCxE2CQCLeSyCwCpKo5HBnG0cx3mSvbusJpybo1cJWwwheJ5ZqIAJYnPT6IEkIXkg8JWKn2t5hd3TKwZHbEQcxUV07a6nTPYmAtq7z1yTKq3L5x86nrvO2XbbHV+da3AMzAphwOpix7DKwrowmTNEoHe8lj+pH+V3nbTqORB7ok4sYoDVLaXmTDvmdcMD82TfJtPPnssGVk9YFP/+g9qugPp6arTGbNPjZqZoZJ/H2ebeLuev5Xy7xLco9GQw6imbpXoawjAyvrErPGyB26aoTrKgBY47Q5lz4DK7TLxKQQE+iL8sEmxiaaIvuGgfXNJUNOCxpHfKl88A6LIO2Hrjun6wfherZ1yfFe179/vdhDpocMt/GZ8DEAlqpijIJoYBPevN3er3LUzYVZ0Y3F0G+FrMmyFUpvenNO19dqI22BA5Gg7jeS7Dwf0sSwPwkMmPdXGVsXNhdeuRL8r/TgiL3ZQTiGMe0YFTPjKBIMaw9PlsHjT/2WwnvyoqOIHSY5AzMA57l5XPUS6Q7AealnyH9/c95eS/s8VOV0WVDH+TsxnquLMPYcCbMIMBQuSD2pK3y9xVOASQHBurAhEJL7mukoyqC2XR9ZOY+XUDjCGpimwtvLcA6Zeg6P4/2JjOD9YcqtQQAqHpwa3p0vUILUK40Aa17XTKPUeru1LbPuSgSwtHRItisPbgCDdRkYWKl6RlUZnk0Y6gh6eGAbNxCTwrSG7VfGnndWwYB8OPFkrQ9TANway8xVKUFCqB41llVk0zeyuDD9xO8qHMS+uCHhQR3GwM2sZph09zRHmA0aw3lY9wy7DofxcIlpGVhpOuQ4SgDPCx+uQWGwrmgYPVWa9IwHgNFz7YbMeTZgGK/PemEbwaJhZGBhZAfAqn24+LISjMLAO4beoUPLZGC4Mg7+iwiBKQZMk6aKXwdgiQT/poGNKrrGqwsDxnCj8e5TZTroAKDHuQ0SQudRo63cOTDnegBWOsJWDiPR1o3AwBqIdgDWcIobpTTjPtlW+PUSdxLG4zAZYiU0VXMMj7Qm8kaVw5HlcNQwsDLm6QDpTgoRSzXs5vjMe5JVA2DZNtM/GA6CpBEQPD5WlxCjjCJLdV2Fyo99E3drBq2EULmsRHgZfzjiEsC6jMv4NEUR2QY9Bo3IBM5P2o9oap/+Xr/iXf6oAw8aAAv+SPtg6ScBWLZbnKrrACx5loSw9891nXRyD7GdHMaf87EMrJ3d3GpXovlt+l8BEFk/Mj5AbNJWIISeB5Y/i/+2aB3YJN42AFazYylYbLgeVQxdgtjIElVdkM34GooKRHDWRQlheMRMGn+L0TEiBBaWkeDnMX+PvAVmNAJY8rEA1tFoiGCCR1Mpwd8rSlfkooF7IyEzhpvD8BvBPTnEc5OOrfRN+2A9y/9qeoTYBInMLi4wsApXUtSh5LcAe42EMO0WxjsMrB4DcN0DX5ZV16dn6ZjJ466K4nLcq4bXMC5HGXhH5S2bEmofzuGFPSXpeVpIWWHEcC2WNvMePpgv8FpE/6sg2VAPGMFHKZh6Zegd2dUj0qvHDH3nPaMuSpobsMdvGOMgHcBgzEEcY6KwjNrTZ3lgLastTUE1q8rtVz7Xu86wMH/VLbEx8Z5vu+u6OT7EiOyY4c8GWfB8kqbgRZTnbQvk1tMA1smyJyEcdUljInBllLJTlAEYjoctc8H7UH6+IeYkohSTXa+2FjRzNeXj9+OLQhL1RDY5JNHQz4e2A7By9zQDq5EPAix7YMXRaMxRZOx4GtuzTkII8Ny454O1OWVT1fgoix6lIWFqgPDCVa3H2NR3v2MvGLg3MY5ezl6hdu6bBrC8loHtCZjKIZPD9t7fd6O2jz13GOaq3JXc3O/a4s2lRQ6uMV53AFb+EdLhQIppAFUwPU+0ykZTZSCLJtiq2vbbrN0EUCovO6B5A4JV1uwYuE8GGqqw9apNQqxE6HfHw6tXwznr3h6zgwhYW+kALHvI8bRb4t89DWuD2gVAsqtACMdmS3p+BpVjlCkHexfGnnpu9wDJh60puTDJuuu8P1+1myCzOicpK2Q0g/UjZo1rusImAhS6eBSfTQI2wziFcgXbJygV08g6WeeuZaysHDgR0jiQRiK8swjzx5WhZzYL83AV+8g0y3h1uGp+mt/+IPydmCAvg+Ah1/T/PBdcXDsdT8MxdFsjvXWAFktcalGNHnJe2a8KpCo5Ho/C1oTR4KdOZw/pGy8yheOJ5+2ljQCRcjDqj4M+gBXAFNRTGkstFlDGaRBya0/Kr6Vnvy9jjlPay3bTYVyqFEorITSN2SdhTpqkhsajqz2IHXBjnOweFBhs64ggCSXEytcxhjfajdF5lpFagxEwGPK4HmgZWGJY9ApBVD4824MHlnJQxb4+Cv5fL+53LCxvBFWYmq7iaxklblbAmgQRCeu29pIEawzX4nNWvWd/0N3fk9xGBpbHGyh7DKyR7T1bB2NM5bHxXgtgE8gsbJMMxOCTDN8aewpJ9CKs7gQfrMxkAcAywZsy3KMIYimIV46mCQdxLEiaMc9GAZXujko17OaMDMVGOvPGB3bx/nAQ7kEcx2INvgjPEK+eSaax7SVsKPYZWHbYA7CU+hLAuow/BHEJYF3GZXxKovG/AtCkkxDih/CkSW4FpL74xWalHrKs/EEHHiSDFsD6I+2DtQNgDZ5+v/ea+oJN++x+FoDVJcXLqgdgYXENUdzPL7AxLnpgdf/2WnbgoElgdusbuKCPDq1yNA8JRleB8BkeWNFs3mLarT+fXASwiPKVAnSLMTZIDneOGa/TuZANz/bxWrGNFQihk8ExvhZ2O1NAghzCb+ds82jSolFCKFmbHD4rgg9WOMdFbvC+6uquDztpj6q2RtSpEa5E7K4/BGbZPnvx/B5tN1TfhFRWW/mgQ6sIYDVG1Y33VL5GGxN51WDiXisGw8xE6QgwzLqFcZ+B1VRwhN1KhIuqx8DynulpA15nrHrXINOjsBgfZQEY8UkAduKwf/HABO+ZJsoaIwnXZ10Se+d8ideiLVwAJkqNpbU+GxHkJOnVYOI+UN8CSeqiJCMmPreL07aNRKTna6Ysth/NwHqynrOKCf9165ntH/auM/z9ol+Txt9d9ACshlXUlxBOszTI5RoGloakR7bVMxlYpw2AhTAcdsUNrovDWvuUhNCOxjTiEfUSPLDiuaXGs+0BjcCOaXzVJFdGWgmhSY6wJsi9R4m2SX1RP91WndE2zHseQkejCZN0FEq9KxS1ATyTHrB/OJgwirKue+tTFkUzfwYJYdIDWfrMiUnZnYf5SAZW93dd1zuy2G8kvHZ+e6Z0MD1AsiEyGPPENfQRePFoilcldyWHw5zUht+5f17hDm8yWsf2Ud0BjPuhaPC/ip/r94nC1TRZXbpdhSpx+NYMOesl86VjV0LYMLAQqijZEcIU1me2NXFltgtgiQYGFoDOpswOr4TZ2giBeCFgplyZdc+Zh/PAhirrANJv2wqEypHk8PAdklUNHq5faXSIBrzHinI4HnE0CP31tCiovGJk0IJMoLx3et4CHwflGq3rMMbXd+lORVoAy6+edOxgGyq6AfF5WDIdhc87B9vS4bxjo+BFSCJgcXJuKOPxvvv6gFlk0lSxj4wHA24Pl+09fON+aDcrMIgA1rauGdmMxBi2WwkeWEgAsAR8XiFpj0U9f58qSSic4L0g6oPErSwiAyuMWa8Bvq4jqFj3qkEeT+GdVTB7N6J87kbVSksRDZUvCabiPnKL1prE56JnmknoU7pqcRkq5dAEBmA/XiyX7Vzl1VNoAPBGme4AWPuJwzTmW033FdAk4ca4t4bR8CwbrcuWAtX6YAGIhcFVSMdsrWVrE8QYplmo4rxtJIQfwcAqPVROWhxtvxmfQ4sYw4sHnv42rIdeJcFOlmwFTFxrTdJuTYMIL+7NGDZrDK8cjpr7K5zlAfTxOxLC8L9h0lXNDQCWC8MkvpYlihUokhRzcIhWNX7YA7DKBsAKPlipGUQGVmcEr/GaWgbWJCUx0kohF7N9pOcXKSahGoTPC5B6hz3LcQq5N3jRWL25t7FgDD4y5muFSWRciwqn2xz6thNm0EoIlQ4cvozL+IOMSwDrMi7j0xL1ovUf0B4gI+sVUru2HK9ycbFeITiQJG6LL7vyvGKg8fpY3kPrb97k+g9FfAIDq29qrxckhJMLEsJJ2i0cVrVBxGIjKNTs3KI52pPwNKbt3b97i8HyDIroX7T/wrfvf7U67/4Rk/q+hNDKgMb/CsBIMK9VlVY66CM9yEiCaRd54bgS2WM+ehQp0QxUPVLU+KOQuG6q2H+AcdqUik6gigysSOffqmHbMp+Ukf149hXA4XAYk0BhXggeh4wbAOug/dx5uWYTF7/Xh0mUb4FcqNp2cxz6uFPl4fYb88FS9R0DS4W2nnfjfzXtwJXmnlTeUXtP6UIJ7X3TdbTxoFsY572EetpLnPoA1rK3Yz0+uc/QOawqpIMddhaz41DeTAR8TeVsC+wI8OKh2TH2bxhYNyOApSjvz5e4HgMLDQyuYOIernuiJZImJHtTsqtBGjeJSKGvJRovazRwn4ffitKvo+m0Pe4i+t08i4H1QfRXAvjMdLTznuyFfpegvCSh/YpaySPodmt8GNtt11/suckR0DCwAptKZIT0PI6aeLLspGjDXpW0695FAGwXwJLhlCwCcQ1OY3wDYCn5YBes6Bu519IlW4kJzAVrhyRJaLOR7eah/BkeWLXv5p953rXl4XiKGMPhMGlN3FE66S6BIdT4YFXecXc1h5hEj1PdAVl2+uG2N898BANram3HlKj8t8bAaiRClW+BS2ZHnLpByzR59coepa+DDFA8R6MtINRO+U17tQOwUPL62aC1qG8ZWAynsHelfa/0VdhwAAbOwfp8B3RNe4Uwirq6wMAK79V0DCyRYFze9xZr4sreMMzZMWap42rj6zUeY23KyIWDrGsQbzDGcH2vGyMPovy1rE5RtKtAqHBNtvh7b2HnJeqVG1fqcLeNRHlVAN1uTo6AAJw+yT2JmTBqAXbl7nzZYgRH+Qqta5gdIcVDOjKYZR1lsH5z2j2bkkELpOv5uyh1B44JLLcVm+UCRQIDS5RJIrz1oBu7n3/pKi/txWde9MGaDkfczpbNpXL/cfiNK6P99rm0rerI0hmxzcPxrVH2RhqqAeY10l8HzN+jtkmQD6KIBpaQVlVgB4tBGgaWQhXlXsWyGx/TCTzcBjri9UHFa9d9+6xVILFhk2FZWzweVWVNA2A1gMwQ9SuaRtcK9rJu3ohNx83zU5qBoerJowTwYOh2PruX1t05mCglE0GN5foo7UhZ8SRHy4rGg6tSDb5gAINrwUM1HXPeSC/FsJcNQYKEUIHhKpreX/DAqlz05gPECPtx3anDwMB6ocfAEhEcMEuCt6MqrUzTGrASzmnaKfQBw2tHB5gocVT1HPcqyJ4X3etqtPXAAhjZ7rlghhNsFaoiNiTmQdzgLJIEe3iE3+a4ttCBkMbranywMpuRSAA8myeK1+h/ryAKh7NwDYcRCFsNx/SnLDEpZepAlQwQ8ZjTDRvX9CeNwGon7RZj8A0bTGkZWAIBwOpJCAMDq+k/SvmM581lXMbvd1wCWJdxGZ+WaMsXE/xmABBovHHqsDOnuBagCh+Oya5JuyyrnLdvt0bG6mHx4e/Jqf+eRwNgmeTZAFFfQuirWFoeQJhdYGDN0i6RWMfPNT5Yno4VgXa+Y3LBALbPyNJt510kvxvywUWvAmFM6ncZWFnrfxXOfb9dwLok8EV8swnbP++GsRUliIrH+zKwTtoKhBVuPyzw8h0JYa+CkzMtgAWw9Anb7bI9n2HCJwNYo0F77EVh8epg9DSAda9fga7ZQfYKF6q29X2w7n2jPljrR8H4HIAAAkKPgbXXY6DEe5K7kqaegojhwHQLwdGoWxhvn1GFEGDd8zpqFvyZTRg8ejcwOKoKSQesqm3bD2V2RFPrXp2jcIbFNjBFhglcnYAZXW+PK2WNSMLBUNtKd3fnG2qfs66bJEGCWX/ALcP5u4r0+BAxBjsZY8cjxlGG4OrARgAQ73jFrXba6nDWXfsibxhYTy+S7y4is1CVz/b8r4DoOxZ+47N1N38ttp7MJhwPg2xul4GVMUtHTNNBvH1KImA+ogpoA2BNRrYt3IrC9TIUCVDqzjcIkPGUNIIazcsSwZdUPPkFXx2ZHCARJKmMjQyEwGO0GvpBMg4Mzb6E8NkMrC4hPN/2mB8RrD0cZrh4D1MRLsofn+v5YL23OKWxKR5nkMikfW+HgbXqWF/mIwCsSWLb865qT/1NViH0dABWkBAeAAEMXdShjdJEOJoOyesygCgKzw0XbQL76+sBifOBqaf6TAkmgKEIGSTA8Ys70r7AwArPksw7dHnWgvrQMbDEK1WVAwlC+HzLwFKoyg5omAzBPgPAOr4gIfzMXtGCCT4m3hMTgJytAx8n8BsHHYj+ZFmBzylcuF/51rTy1uuyRR+8gz3dgFduXg0AFhIYWLOsA4E1ssxO8iB3HLfSK+XRYhOvRDnOV/jKIdNDLGetiTsYtvH554sVLp4PJu3k7fP3UC2ZDpuWgdW2YrmaB2BNhNTCzMKbDwwNmvG5z7zK7YOrPSlZzWQ04lBKDic1tYf5XHBOeW5yxCgJ96MBgKfJgDwXFOFg6AIPy4DP6x0PLJ2/j7O2Wyd4WgbWUWQH2+hppEAdAay8qVKhwjrp5vXnhiWvXgUbb6oHsji+17XFe/CigX1qGlazIGSobhtsGa2Vg2GfmwS3kpxsWdF0TY9SxLnoeNQAWOE/e4kDjd9vSUOCWmFgDUeDDqwEGC+KwLZCAgOr8cEaRgP3dMx5BP4E4XA0AQmbGUViSUuHrX1gYPWA8NJpANYBY00nIRwG2e44hSuDbgPBA2MTmE+uezlICGOfmmS9CxXhtaMDbLMW9MpRD8Cax+IwHt01cRdhYDvZtxnPENW2UiuEvSKAwlrs4TG+KKiTjoE1OAxrDb84x5+dkjYSwjg+PKHPVXFDzKhy1ABY0XdNsgHLqkvffZLhgp0aAwXEY07WbLwN+1bqY7/s5mUxBr9tACxtASwaBlYjIRRLagdY08199SWAdRl/COISwLqMy/i0RCMfpGV1I1g4D+brUtXt7h266L7n48JBegBW/oh2ehj2FtQN4+SPWjQA1rP8ry68rlpFBlZ4YD8lIUy6BDhaOLRJh0pTiZC4M9rEBQlhz9Rd886fjP2XPuFCPjn6puENw2XHxF0Grf8VgDEHoV8o+NQGw9i4kA7MnIaBdRZf667F6Tps+zaU8qLGx8pwm6qrtjXptaFoFmSYUR+wVss2XwOezEJiPpmBddRKCGFeWDyRATMewqBbYN7tAVg3JnHxV9XITsUjeG7SyTb7oNfHRs8TTns+No2ZeFv9j+6e5K6iiCwmY3YBrOGo+3xf0tTvfw0Dy6u2xtmzdIS/H+QIs7qEdEDlHUWUEUo2RPYju8vVPFz71j7juf2Q+9meDxhVhREbEsRYXrt0jvvLMjKwDImkGMD5VvTCuMrJrnYJc3r1kEmPsek9oMpzKYyaouQRwDrYj9eusGiKw12QEHr1nEQzZ6vK7Zc/s/O+GNuCGZ/dPmr73nyr3BgdtOy71QUJoYhwa3TQ9vlUQI5vczGq2jOP2uK9SaOnCObNR3lNR0/ogcWT2TMYWBHAMkqeXAS2OxZWZUJibk3wKmtYnnYW5ohxjwlaPEPS0TCwBOE8MrAGVhjFuW5vkLY7/qKyA3IDwRssxv31vAOw0l2QZdVj+43OuufKR5m4T9Os7TOV029JQqgRcJLSB+ASqCZHwbAYmEXmztaVEMfS55PHNHPG1x/lIAmDCLznHyGJEd9dm1zdnZsLV7USwsw5dHna67PaSQhVKeocEelkhLEBaoSqjkCXhCqEz5YQDneqcn522LHrNIIK02EP6I5j6LmjrhLc6UrBn1N6RQkeWI3t203dovmS5GwJThkOlSv7LkwOqkxj6ctbk6O2H5zknkQmLYDl1LNcO0SExHnGWgUJ4UBQUWamm/M3zfPQCi7vniuy/2K4pmoDvmA6klaGvtxWrFaLtkJgamGkcOdRYDEdj5SrV6/x4uyYLLIJK++YTKaI87x0XFBpGIeLRQBoR2kHYHlVUmepI3AwjZ5UYhTd1hA3YbRco+tHOGMiAysw9XYYWBjEapQQSishXEbGkQKnESFSAoB1fT9jPOw21xomj9fgYeeBVU07z0xSInji2uOICvt7EYyPfezVZIPPPT6CaI2EEOD6BQBrP60RjedgepSg+P6NUUosyBkYWKcFYgyCpVINrK3E9ACsEfMI/BkxHA2nLXibp0nwlFqViAQGVuOzl3vtGFjWsB83nHRoI1gpvDzT9twUGEZj/4sAVlivSGCsxetIjPDywR62mX9VOco64G8VQWWvDo0AliBkJulAL8COw3O1P4U1UrzCGOTwAFduqdvlgTC89nz72erOWz0PrPZUsIlGA/sgCTyYhgMcDhsAK2PpuzVknaSIEdQHBhbGo4stoU6FoOpbmX47LxuDbkO71n0GlsguA8tkWEkCIzDe+vIjAP/LuIzfz/j2tCqXcRmX8Yci+v5XJH2wIOVLZw9ZyIAfrroBX+cnPPr//AyDm9e48hdeCS+alHfPLP+PX53y3def8L/8sZuIbiFNqDLL6mjEML/DhG8tnM9ZVF8lM4dM0le6N/wGqnfBHkNy/SO//62E+grOfg2SLRR8IoDlJ0Oc2bKuAqMmMYbMWvTJm+jjryDP/3EmaZMAC+988A7/+IMv8p1feJFQXTkAWAkJypamxYUMXdxFP/glcCWaCjwffvP1xZzHySE/pFtmPf+rn7vzASebLX/xs6+0UgctNrgv/iNk/wr2e/9s+1nntyyqr5GZIwbLjoH1ljX83X/+U1gtGCVhsTpKfgU0Z5x4/sILGVcOr7TA5lt2n/Nsyot1YFoYyUD2A3ilOfhtKzerPPzC/a+xn6V81zC2SVnjJ0MgJ+T04bgja/iPf+43OF0X/K8/N2KSRFNdk/DGYMbpxoCvGUb5gy9yqg/+azhdY04uyFaNZf+1H2kBikVhogzJwt5h+5uqyq/e/YDTTc1rV4ccj2zoA2VF8at/H/fwPyd98RUkSRgC2c09vvYk4X624Mdf/09IegthRDCvfD/2cz/SvvT1k/f5NfMqf0oe89wmAoLpAGI1twacAdDlE5y/z6q611bwETEMU8/XhgOuLc/Z/9WfgoNDFFifPqR647ex3/tnmAw7IKBhYK3rvN31nZkEOXSY688xzcftvVxUW4bRx0gPD8IBvOPDeQfgvLivgGBmL8HAIFf3kOUWYxISUWZDz+kqJLz/8PWax0UCGIa2BlWckxa3GRUl6Utd/82uHTN5soVJyBtqZ8Aqr9peJcXxHr9x98tcaQzEVZnnzf3bBRXO1gsWVTA0nlnPwdHV+LmKWu8gjJDZEbo64/n8CdmBofCO05XnSx9s+fDkywB8ePIIXS8Y4JGf+X9RATdS+PqVMLMl3rH6uV+En//V9rfNdMbqj/9r7b8Ppt3S6UpdtJ5qtfe8u/wKo+SAl2a3YbLXAlgaDc7F1dGY3bNtmbJdyM3PwNd/hdoI2K4C4fk64x/82j/l8y8c8sqBMu7ZHJbuaRCo8cAShpxFr5PjUYp//VfQR+8xPHqBhi3jveyA3AD72ZiRsWwWj3k4P8NvUjSFUbmEf/nPqBY/i3n1+1mOuufNvXtb/lu+gxrL6OfvggQ5ri5OGG+f8Ff+wg8zHYyAAAxVTrvCFzE2VcF/8qWfZ2Atf/0Lf4bU7jJK+hJCUzl+p1pyeu+EY2YQZdsHkZ2xrUs0Jr+f4YTUBse+Dx9v+Vs3/jjvPpqyNRas5f+5/S1++Lmb/MDNa+1vWQoCuxLkau+ZBZSuQkxgnGTeo6snvT7rSYxgUGqnfOnuGaPiF/nTn9+P9ySAR8EDK/YL9YyZY978WXy12y+OtkJejVj7FEX4zdry23cOQYTk4SnHo6+xnw1oWKzLVUX21n/F8MY+WaKUtXC6Bqp3KKPWqcgjEGQ8e0cWM02ZfHXNmQtJ8/PXas6fhH4+rgObeJwM2EtTTgs4Kzw/e+8hq3nJeeVxHjZ1KO5gsfzK0Ut8MDpE7q5Yp5/j9tywRdG65FEJ76VD0sxwPH/AYJgiOfj3HvMbpectc8ifOTtlZjOoE7TaMv/6P8NlZ/hoop1KzXqZUMUmv53MOf9b/zEWGB5fYesS8rrm13/7F/lw/wrbgRJsg5SzJ46b4yNGyf22T5WbL6GrRy2ba3I8ArZgIJttMasv4r98h7zK+aXkkId1wqbsUIe9ukSddgysQF7DG6hrMCLM1x4QJtbzQdkwk+Clo5w0f8iLE8+X1ymIMsg8NYIxsKwFJ8qqFrCB9jpJK6juoVoSdp8CQHhwMMDNDRubMUR5NdmiheK3DjtJKBpaGHCQOKZGmccNtf3UYSQLvcgE6ZkAKqegjhsjz9fCr5GqMliW5CKApYpjst6bIMkjcCdsjzzbeVjnTAeWUfEEsprkeMDgr95m78MzRuuK3AhelU1dMEkMhVOqHQlhBLBGKQFKMnxmD37xYWhAJ8ovrixnRlpwDvom7kmolhkfVi9OUlJrsTYBcdi9jKE8ITFC5YR1HH/OBEjaxT29oR3wt/7JP+KDYst3f/YWWWKps2s8qLrnQeOR6kSY7+/x39+dc78ckAsghq8ywd/6LJn3/Ol33uEzX/gCVgQTJeFKALCKOnirHRjlJM+ZlxWT7BDi82Q5OgKir12ShDKGkYGl3qOuIt8CNjDJ9geeyn0NsxfWe2IEv44M6R6AZYzj9MnrMI4guUlJTEJihbwONqf/9O0PuX51n2uTZ1Q0v4zL+H2KSwDrMi7j0xD1HCIVX4dXaB5yD87X/GoWWBHDM8f3x5x68+ZXOP1nvwzA3vf/W2QHYSH1f//iPl+7B1+7B3/quz2fuQIiyuK5KxRZTe5zhtUam37zMNai+hrr6j3WvEdmr5BGM2KqN8GdgHsI9giektt9G7H8Kiy/BkMXiBEfA2Ap4F64jpqaTRUAkdkgA3Xo1/8+1AWanzF75QUgrBffWp1iJ2vyN97hh79vDxBcc/5a0E2xKfr6/w82kW1lDdx8lUWl/OImRewYBkf82ahLevd8zj98I7BqJlnKT34mJE/ut/8H3NfDfZPrr2Cuh9ebtt3wHkf5WUut/c8+uM+Hc4ei7GfBxySVDU2is64q/oMfnsXy64Zf5QpiDKtzww9diwwse9Axtvw5NrII3poLb84fISIcX3HcACgq3Kip7AQQAMBfuXOPn/n1IJX8L7F84eWwWKqN4YNkzEJSElcyitl6df5V/KSEcYJ+7WtIsetRk95/m8HzP0nlYZ43JrcgjZcS8PXT93n9QfjeflZhTLz3qzU8fB0eF7j8DLMXksonox/i0TKc+28M1vzQh7tyWf/h65jnPoNMD6ldzd95ZFnXI+4Pn+d/u4wsx9lxu8PcB7B8cY73b7CpthR1TXA0EpbjhIeTGU9GY374i28xHHyObZKwrSv8u2+iZ/eZ/KX/XXucVfRv6sstZsU59nbY8d6b95kxW641ssS9GdFVg3vnDVChvHQQ/rLDq8hzV2E0QmZ7iFoSA7O4Q+/V82gtLEoDGAqr7BEArEZZMNxsya5215xdOWL6wZsQSVl1DWTK7R4z8Yt+zdvna94QSEWpEBbN7vcFBtavv/NbLfvieNKBGk4/xPkAlJhrx3D/bRKUa2PLByuHU3i4LDmNzDqdn4D3THyBP38dgGtZAle/D4DU1VTvvMPFuLtJgTD2D6ddyfirVQE+gLr3NhvubVYID9nPDhmPJx2A1cgtvSM1BmuE7TP8n8ytwP6qjEGtbU3+f+q3DL91p+RX33zI/+HHLaPoA6OqTwFYTotQmRPYVhku7qYfpkL9z/9euM7PB0mbEgiU7gIDS0S4uTzn7XxNXo2pvcOoMNYcef9d/LLEf/g6yz/1l2ku8P/7+JANFmxC8mGUcXqPP30Aqmz/4S/zZ//McwhhPqmdPuWB9fff+DW+dC8kT68c/BY/efsHdt7vA1jn2ZR/8TjMk7rp+sRxGvr6ti5pzGImdcVzM8+7K6hrz1fsNYo8oTLBV+er/oS3zuZ89viAaZahrkIigKUqmNkuo6zwnYRw8AwGlhFLZmo+XCXcPYfF6iE3jy2fuRZxRxMSx6oSEEFQJmmOvf94l0YC7Dk481/AKSQJ3JOEehV87cy24D3zkKsmY28SgMHldsP1mUc2OQfTAx6dC/O1oXIrCh8kT3ke7K33B470pRGgHL9U8mFkC928VvM7Xw/PslnZMXavjQKA5YF76w1lXVP5lLzqCqMphkfDPfLxgLI01PWYOx/Caze3eIGNM6xJYWAp1fFymSPznNOHp/xXk+/FG0txB75jVNGU8VudnyCzFS6uG1LrePKkMza6PVlSvXEHgOnxj3BKggqcZo56uAfDYK8vwOakIrNJZGB58Dmb4glVXrYbIMNeBUdjS6R8BGdLvpTs87qdsioT5kXDwFIOqi2KYZymjJKEuQ230RJM3Cd2wFmc2/ZHhvtbg6JcG9eMB4rdLLl9MODLj45BhHQADgUJkjY/U9Z1I/pUJqlDqjnqaxCP1ooopIdDqvsJBZYKeHFQsCoUtyhJrwwpenShIZ6XsoIv1x2AJTY8J/t+V43P5Y3e8mniPEkV5gnVhMpHmV86QDkHhXOpaCpQ7A0sk3QLxmMGlurmlL3Pjpj90gnnEchfVlvGyYDc+VhcAowRDlLC5lO0ATCS8fk9H+F3wVrPg0rIDa0XFQSj+uCBlTLLugt6LXrD2STDTGrMJKWWJ0wyw/nWsa0E78EZ31YgBOH9k5qfPa8AYfPuPV5+boa3Q6peYx1m3XPrnxY1v1WUFFiCRZ2wThU3OQBVHi9L/oYJHljGhM7pVbCJp/ZCqrA3THhrsQgFNzSD6KW3HB3QAFgNA6vxwNK6RjITGFhxqT5I38dpiecJ5vAQFsuARnmoUUZpYIGJ95xuNp3m3QxIJMHa4E1We/idR+dUz9g0uYzL+P2MSwnhZVzGpyHyzrdHB10S/+F558N0d90xH3zZST3qs0fhNe9556Sjtf/CGxEQU6WcRCaHEcrVG9/SKRbuce/vR/FkPbhmcexbo/Dftdje7R7EKR8DYA0gS9BBivOePOIl0zSFxV1opFD5QwZWMQJl7VpvhEdl1XoOucYjShRwwf+qWHTgFYDzoHAvVhBHDB9mB+0xXj/pEoY3n3R/+7uvd39/GP4Ole1CeypQJuGe50nCvWW3mHIal/q9hemduY/WaIZHdYoPzu08ykMZaysDMJ0sDH/emhE/3EqUkyh3N7FvFTVVFtpqW4Uy35Ms5Uvvdff+q48IVQgJkMrWGWoPTh2jRILvRNL4Lwhc7czNm5Cq4AAHGBaFUrdGTMP2fn/x3rvt5+cb3zKTZLVEYkl3baurwTzvEuDfHD1D/qSKv/cmAPdO3qQZTg+KhEU0WpeecXvfk0mzHFAK5ykaBhaEettALQmr8YhhpObnNgALOn/MpOzkQo1/U993aOq6sTzb73sT9YzcJ2HB7jzcW4X7kyVwaxokZrJdwDAyTYzBVDmpGIapcjQNnjf9xMBGQ/ZEhXHccR4VJemVvoTwiPE6nGdqQ3L1agavFWEcKPBh1cwxMMiCZGVZmkAmuMDM+a0n3fi5tt/tvXntST6vdvLRHz+ekpog+0gbw6q6Au9J8Pxo3XnPTUeWzw09qcBnFj15dS8ev3+/ZS68erzPJBGm4ngx34APxz8vIhsCOCtOMMNR64EFhMqNrmYoDkxC7srOMy+GjPcxn/9XqI2FLCMJTc1bD5rqn3DnNIwJa4KW52JVqNJ1LMx10asu2KuSaHpS2ap+moEFcPMkPFcqL0HSCIwTj43mv6iyiAUYynPYRP+cfsU2rQqa8lpvnDpGg66PVo6nAKyvnpy3f3/50WMuhtcCnEOccn+/M1W/s+qeb9eT0PdzVwYDNmBYlfyJm6NWSropB6ECW3tcj/Oed84C8KaPP2inSvWm0/jEKFxFY4SWeQers57MzyNiyAzMt00dSnjzUZibhSB7q1WoykZCqExTh7kAXgHc80MOjkqMwJXr0ti10TDoAB6Vpq1i1trTq3I4iVI0DycrF+agQlpG4OGIVi62d2zQ+PvP3ah5+UrJ1Fb8SHanPZdXZ0GKGs7ZksRNB9cwDINLHsbE52FsN69CXgT/szoShjDChgSnoaLk2+zjfQD03l4YpoOOLbSqElbOhGcUkBjl3kk3Z3/mle7vz483JEaZDR3DYArEeKJkWRgv26WlqqrggRXnmW0NvX0B0pFBEXS1QU/P242JD8yw2S5hWQbjIes9U5+Dq1Af/IaM6Xlg1TAqs3YOTWYZGp9HL0zDs856+FO3K6ZTz2DoOb5atfZr8y34umZd2/b5PUlBfBXORT0affC2ScKVfYMR5casZJ0OcIXiNyVISu7jPASM1POnxmcMreelScG1YY1NxkGW54NxvIqJaxkYJYbv2R+SqPLC105IWk+3hNpHSqjtCgfMm4qYCPvDcfTtiuMvMqz29tP2ObksN0BN7pQiMhMzCwc/9q9CmiFXwoaMkYxpavi+gwpr4MY0Soq720dq4DCDRBIEy+evjzgeC4ep8Mc+8z2hzZMUM2j6r2c2COfqVZiXgjNKU3hXEN553M2f802EEhVuXMkZDJTrR44fvBI6kffKm5uCTocZjyOmLQjwBMPJw4dkxmIM3HqhxCbKtZslaABGx4dpV51Qut/f7L2AyQWbGzi81XwgMLBqhxlYNnVExVAGDeudmuSV64gJ1EC3CdcoApM0MO5OqziXmARmn0fEkBihjmPcItyYfqtajMu4jN+duGRgXcZlfBqiZ+BO2g3r++suKTkpldpr8BhK+2DWEpjwlYeGouyWAF/+sASGlJRorB4HUObvM+L7v6nTc367UxWrcCdM09vgl9BnWrhzsFef+v63EqoOike0C4hUPpaB5Sej4A0SNqUwaPBu6vt+JQnGV0xSYb71uGg2Viis8orZKMOFPdfwu1oHRlnvGPLin0Re+JMIv8bD1SkkJaQT1giLcsP+YMJbp+ft5z9YLCnqmkxr9HHHCtL7bwHBh8r5buVdDkqGwJdvvErcFOV46vjzt5XvOz7iavoC/83rb/IvHzicCnfmj5hhOakTEEGTEbmrWNdwMBiC2SfsdQSw0do9ag9nhWAkSCLu5w5G4KxQmxJVoagtRkIFwrffm7fn9+BcSQi74Q5YVSHxcARTcXVVtxLNhtg/92+QEHyB/Dtfov7F/xqAg3rNXYIh76pQ1CqSpKFP2X3eOO2AiLxSTraOK4CuVkiktWy2xxz9O/8hG2oWP/8/tH3ljtsj+/f+z6GdH96h+u//09jmb8Nnf4S3H3/Q6zzCO/tX+cKjD3aM28VYZHoYmBnjcNywMI/3z5WMrEedQYZT1v/6v8fk7IzzzRl+s6Ayhsx70kfvklpL5Vzr37ToM7BM42EHe5MEVuG3+iwtRink8JVTT+0UjHBzBtZIkIme/SYM6Nba5YbMGkSU165XvDK9wSS9z28+qbAy5EdvfJbP3fkqP+8q/pvHSfBD8TVZD8DKrh0xrmuEkB9/9qjmPzhO8e+cosDZdJ+iB16YLIGiolbYFI5hsuuz8d4mykSBm0cG512s/tQxunS/A05+NPH8iZ/8SVwPpHBf+yXqe18iQRn+yF/EfP5Phn7w+k/xx4dr/thASYY/zOBv/K/a7yz+zt+kevt1nuQOdTWSJNw6GPN9xwnuwYLEe4QAfK/qimZf8Lw85cXhMYMeEOdj4jjEgbV4VUpfM7AXPPL+xP8EvvYz4OZYUU7XltW2GxbvPBnxna/MSY1S10rld5OkwnVg36roEvvDohsTUq6AIJcrap4CsDRfc+PRh/DKa9Qk1DZlmMD02vNkf/bPUP/0/5tKhLzaIoMRqwcdg+uvfn7Kn/srfwyA+lf/Ef/FLz3h17fHlF5YnOadB5ZnxwOrco57i+6+vz/vgbAxnNsAilSOR71KkScr1zJsbkoE8V3ZFpgYViX/6ne/zC88fIyifGe54Ltm7/DV45vMi4yTeUjI3j6b873XrwZfuUgvVJWWmdNE6aKnpBgGzqOLJy0DS/GIpCQSANnm7rxztgUGcSNBqBXqKrBq0tQyOr6NufXXnrrmt+98yHX3Ptdegb96Y8b3/trP8eQLz6OHB/yjDwa8dx58bLaVMM6UdWzS9dfnHKYzmnFzd3mFcpqy3X4NYlsdTTySDlC3JkvBRiDEi/Dv/2tnHPzsb2AE/OocJlPG6Yq/+EIGMuH66M+h5Qd86Re+Tl6G1h8kKUfFgr9295e4cTvh55/7QX7p7pREIC0N0/GE2pQMTU0RN4C24yP2v+dP8N5wCG98HbRiXRrKbAKDITJIWd74LsT9Di7oADHJJABYRrkyU67/wIukf+yvU7icF87+Bf+uD8+mq9mLvPbL/4LHnxfyl4Z87d0heOHO619jlE1omKl5rawfCBqZJTadsfkNZfvLvwakHPy1/wXVzVucvfWL+GKL91vWlWGI56DeklDjSNGq5Gg0xJrgf6WqOAejrr4B1Sg+a9XznCkoFob9l/88zw23/Ji9y8m2oKqA8yDJfLJMuPfb91h94Y+D3AU802wAJ4/RiQcbmDOC8FgNt25MuXmlQHzBw2rEYalQKuoSNstNS1MaeM8r2Zb//Qv3yV0wSDfJNBTX9J7qwQmDm9/dArUih/zoC9/F0f/lP8SdLUmuHpGajMqXOHOVbPindphbq/oXEJtixXA8+jEOB2fgvvz/Z+9PY21L8vJu8Bexpj3vffY5557pzvfmvZlZRVVRBZQx0P1igVHbskDGEqJlGZcbqyXTsjEtISNLRv5g8QVZdrfR6+5+ZXgNnihATC5T5gVTGFcBRdY8ZFXmHTLvcO5wxj2vKaI/RKxhn3tuVQI5VTkeKTNP7rPO2rFixYoV/yee//MnfThiumbOOVhrlOTwKJ0DTeaZIskM1dVvQPTN76XzLd/J7vy/mHsjIhAJ/7edlGQrNQVg0dzoehwV1k2GB0UKH/BphZIf+/YBkfyLeLZojx+EiNBW81SafgR3Ma/BR3OPM62UtDC1F3BvbFaGAP5Rwv/1/LeS/cHP4DVS0mcFq+/+Fu4dJ+zSYJpKjpIcqTVn2jnfei4m8tt82/lv57f+y2/xu4/NfPvlL32JaMcHEi5fW3DtG2M+vRfx6IGP1Jqwb9deQOhrlDbVKsfK5+w3/D9Aaz539MlyfR6aCQgRSmbKEJ6Rz5KnpHd+xXhg5Yp8npO2NGhNO1QczdskfpPp1v+FTtQw1SQBLczGkgDWmsum7g4ObwWcAsvB4WscWmuIrZpABsaEG0iVprZhRJ4rHpkSRXi9KtCTnlEPffQWS3h1zxjsxjqmKrkFcW13/7UiVntL/5/ke6bdNTNx4PVVYMV7Zne1CJI9EN5T0hO9CN0xO4ezmiF3JwzRR7er4wIf8phOIEiVItOmbDNKszc1nZ0j0JagMf8XLhl+s3IZ4UdAyO4shTLsgnuzA9I855XjKtBUWnP7eIR++Ep1LYB6eBudpUvKNrQi6Rn1zueiQflxr6U4SjWtoElTTLg2qKb+lw8eI5TP48xHCwGlSa9A0jBBmrSBop7jEbAfF1yHBhR7iSLNNenaABDEORT7Iw3fY3e/buYtuHFggjYtYGz9IxTgC+PdUEAEEcqbGiPysIHcuV514+yAYnfxOLapFV4I6pA0z9kdWRNzWxL9pQOzqylnU/AESvvoXJA9fMDL4z1T7c3e+kdTmKHN925fLce/emDSlW6MKjIW4GbDEDdLCiz7/xrQgwZoo8BKivrYKqNZVOYKIo7zEc3QeFiJsMHcpifpBzfKKo5PKLBUTi8sxndILxCUHhmluklBaO73Zw9tqSLg4or5rxQNSJcrLwqdENqgQqPRIiHTGk+CLyWrzQ4NlTGtecC0VE5wppZCuD6kpbJykTFPJWQJemKe+d2VtfpXom0bhTaVA+sKrNHsmCP7XU1f0W8FHKeHKEbl9QDopjESBtDjAwLPo+H75T/hw5s0UPhoxM61clxpzxqeCwi3n0c2GuU/4WVjFn9IhI7NOB52A4pkHrRGEDBKU7tTbj4fJUfoKCpTCM3tskboOjO72ywb9hfIVFExVuFLePVxSGWXDzcf2YqE1qcmPaHaSSyBJYDxovq7wfGj8uecKk1onj5p4q52X6aXJrSylBTfbn5AM+wgt6+B9JgEIdgKYQcPK+LpG77hEs3Qpxn6RI9f4lpUzWf371VzfqZEpZ4EPr932xCsFuOF4v64endorVG5IbVEongUVZXDZnNBke1zPjN/M8+S0mE5SjPOXr1EpxEgheB21qYdx3gSeo2Mwpz8pt080PZZB0xVv5MKLJuWKTwPXyv07BhVVg/VCCGZJ8IoijCj4v40Z5aqUgmb68oDq90AX3YQfvTEPzeOJ4BJAb/mxTRQNFVOFPqc7Vs/MAnjhVF22VcR81cmDPOKyH4wGrNQCxZz+6wB690Mgghtg9NmlgCmqlzuB+WcmL38J6TqEK0VQgg6wbqpgBo0lyKJhieRKLo6JrswZLNtxoUPjBIP4flGhVIzw54mOZ7f5uXjKSKIyoG5Nzfp1gjBNNFMkrxMI16MtXneNDyzlaO9HALFsZgaI3nPw/ckM6aErS5h6PHMZrU58sXb92h6NQVW7jE6jMunTLQ9dJyAEqAEotFhN5mCkIaU0rZSnNYM8gVC2OfcGrnLkvw0BaDlcfV8TbxS28eWb54fGbVAxGw2fVO0wTfpcQjBKPMglEzilOL93JJGLaOE+ZKCJn2opCVQzf/vygiVaEg1Os1IRDlz0bDPhigKDgiBH7YQgW2fFNaSovh1E4SPmpgxJRsRoWfWkolKkNZvSgifOE+I8wUCQT8c4snQ+N8Jgc414yMzLgZroUl/w2y6aJ0xjhVKG3/FXgSZnqFq6iMpqjESSrM3GQpBw/fxpMlaLOY2T3oU1T+lEKUyECBYqdRfSisGUTUXHSwkuVdVIMxy2LfVCaXWSKV59aUb+FoSomkHCrI5zbnpm8dTibIK9fV2TuCZzbyG7/PspQvl97z04CENv5rHJrks0yeF1vjNok2C0PMJrTnn4WKBlBLpeSzsMy60KMsF6chjbonrdmjWHmX/bbSMAis37SveUK1AI6RR0h3GeUleAaUvGMAweso62sHhTYQjsBwcvtaRjSGzAXV0Bo1ZED2ap2XAhCVZHswytNZ4tiyv1/ZBgooTPneveI3ZXdEYXnyYGQJLAPZllnoLVI1keC2oKwLA+K1kelRLH7RQY9DLyos/M2KrSisUGALwnlKy3W+gOy00dQJL0w6kSSEsEPiQJzQ8RaZNlSEFCKXZn1sTUx2DLEypcwReRYJJH3qmCs0klUzTwr3J/Pv+9IDbRyOyE5W5bhwco6ziqoTK0Q9vLfdtnqMij7wVcCOtSMpuQ3EUK5T2QI14pl8sQAQvHxwxUyFzJUzqgG3L3kLgSSsT9ypiRpLxeF4szpVJrdPwcJ6T2RSueWrSCgCmk5STVZe//NAvF02FAss0J0OpWiAdRGg9R2sbtHaHiM4AgMHYkrZac7wQKBsYkR/yhb1XSOwXFB5CLx9mhgCczxG+QFnfovTmy7x08BABpWG2UvCJh18w3+kFyDNmwalH+6TjfW5NikWwAA03tO2nEz45orsKnQZEAeQ2NcKmTjRlWi6yRRBylBzSKAhWPywr1KndG2UlwmmaorRmnJrtfJ3P6RYbxEFEy5PIkwQWcenVc2Pil8/Dc0PzX0+ES4pMMJxlUAvY43zBNKuuuRc00Xm6RGA1tCJYqRQxwfqQpsrLgHAaC/LRXknC7raXU0PzsAqsRnO1tGP80Zc+WaYOrbXM3x/HB2h9tHQOPA9WzL2oV+M0TdQVKRFEiFVTeTFfjMFah+mZxqtVjwQILhpPqqMagbXarSq2Cg2IiOOkIi/ABERjb7FEYGnbhx0q/6R5/iSBVRgiazS+0LzyeDlg2BtLjucegSy+q0ojVDohVUbx6Ms+h4uk6ABWZlV/TcKAyBoHT2NBrpbVTvr+y0bNNJuSauPXE3gaX7YQfoBcP8/EN+Na5xmPD8y5mlJx9qqtJhfP0Af3eSasCKwb98dENvjOlFhKIfzkw3ucxMd3q50VTVZWx1qkmmltY2UxxxLwcCF9aEyM86Qcb5GW+EHA9R07R4mQyXGRjgaDphnL9ydTpvEC9eCWCW7tJoXwlhMWYpuaGErfpvRpdFwoTRUIj+N51T5DtmhuHVRpRVkOaWp8lDoNTq1AmCnF7SPTf4NGxHBu3pkyMWmoOz3D4kgBUxtgF9PT4u6U3rjq+0fHC+J8wXxePdtn2qZyadGmlp+BpWeTmoG+uve5pXdNJC2xIUKyGokcCkAIGmRM1gZEnqbfUHjAUSzJlV1h1IrNTDPF8UJwMJ+bttj7eHeclSmf43nKJMtRVgm3OCoS+TTXtkwgrpPbHMXLG2xxviDutMH3uLRZrVte2lvQ9LPyuud5m4NpVlZ+y8IMnVTPpgijsqqtUoo0t5swWrCi4pLA0knCSrOBFNJUMNSgcsHsyMzZSkimllw642dEUpm0basEW49Mn3uyLHLJKPUQbY+JJUeaPvj2PaktgSXQCAkPMrOpVMzzDwjIEo1OFTrLlkzOi70PbeVKplJmE1n4RUmJrlX1FTTQeY5OTVtlIyKQZp2hdE6uqvfIUVLNv/3QzKnd0FQEBBgdWm86KSgqpphKhCnjmoNAv6HJ9exEJeVGxVCV0Pgy4iSk8ED4taOqNgbD6vNca1Zb1TkPYw/lUaYQ3h3JMgU0sCrFl+/cZanC9OKA0L4jHk19tDbp9+tt09GBVX5dvnaNwkXxxnRBo5YZMM4kSWFgLwRhWBR9MYOhaVP2jxYxudLGQiKzqfpZpdKdtiOjtBOCdqiWKtWKvocIPLQl04se6QQKad/7B/Pl98G4rA4Mg1rFRgeHtwqOwHJw+FpHXFNPNDYpyrjvTvOqvq82+/cP7GeiYYgrf2AWH9k05tXH9thaqsQf3MxJdAIoo24xpyKdVrvTrwXJKaqtOHsE6vjEp/qUz/6MWBQER40MEk+mpABoD3RoEtumZRqlpq2OyhQUABEEkKeo2mepKl745ntyPUfLWnCezWBxZH7u7ZQ7zw/mdRLQLEruTQ946eAEqQfcPDxGP3jSWDrffWlZgWXbdTxs89hWc4sC848C9hcxoBhEkrWWWYTcGS3YraUZVWXSQQpLxNV8sDyVsLeo+qg4fnehSex4WuSy3PU8OCUN6MaeX+6EpkpQLLsUOarYyRYC/GJxfFT+rdg0hMIgn5uKbphKhKpYpKpjPvGwUrwVpNStI0WeZJAaY9lcWwLr9g1uHpqUI7+2KP70o+q5EltXyp8fvvIJCsuvog79fuZzHDWXjNsB6A5h1Y4FlTHNFHmOIXxsipyQHkgfpXNEsZQUknjN+Fro48e0a0TFPM3K9MBIp5TetGGEFIK23d2flD5ZC5AemYIHCx/QNHzB+Z5dJGc5IloOzoWGoKSMNIlKmBUElhB0giaIjHFxazX0+m2zq2vhNRt0okqpFMeCbFL5Xz0Il4ONMJDGZ0lrRrFeUmB9puZ/td01rTpKDlD6xFwhPbA+KXq8POfo40fouUk3lJuXy5SwdPeL5apf5h1Owj93HrzAKLCSmHYUEAYCXc6tIL0Gx0nxPFcR4nF6RChqqkkbAXVUWkanpymwCgILrfEF3HlcmVUD1o+lReCp8vvGVgmV5AdlCyJvrQpEtGIwr/KYJoEhsKSAJIdpuvycql3j97Y5m5XeJ0JqPGEIQrF1hYlVBo7359iYlqsDH8+3isX7L4M2nlRdafrn5cOcpp0zTAphdZ9fqqX9FvjCfnUflU6M4zywn/pVhA8ksVGshF5OX2QwOWI2n5jgXmvCwJBD13csyRpEPDxqlP282i5+1Ny8fQOyBIQw6itz8UvtSuwmTj39U82L9hsF1uGsumfF03TzwJAkCMEiEeVw6TTBE08SWK8ej0nsNV8ZDmB6BFgCy/PY7JSZjsxi42U11QKdKuKHcwZ7lQ/m3iQjzmMWdgNCAJttjfBDCvlaO1LlSEuEKP27GN9dIrBCb81eqc9C6fJ8IQqEIPAVo5a5nu22UWJKjKoOBLGSRJbIWSjBjcd2vvLD8oJeGSnaDTM3jecpo0yhBXhCMz4qu5pntkwrVf6AwxpxUuB4JUIgWOvldK2i5caxR1BLP57lTfYXRl3TiBQZijirE1gh96dmLGqtSKxKJtcwyGsEVpqw2myQI0wlPy2QOeyPzPMVez6FRdxZYa9ZynJtsl4zGw+sQGiSe+RNj0linvFWIBDWG9GQaBqZK2YeGNtLS2IBqZActSKjwMpyknJ6EjTsPdfFK1iBEAHSKrDyXCyp7wUN1KJGJDUbhDXSKKltPh3F1X0YROa92AmDUm01Gtu0OAGRX6UQLvKYhRXKSQS9CHL1JIElThBYOoXAC5c+EwikqBRYBjUCq9pvQSnNetOjeCCPYvMuSuzcd/9Yls+qbzeGbx6NqBcd0smcME0QCh5OTXEZX2hWGssEVhhGnA9Mvx4jyGpTb6wEcaF2CiSdsnut3571B1VacxzHpColt5u+YV7NUeNmhLBq1lawTGAReMjtnk2XNZ50YD2w7P0+SWCNClIRTEVHB4e3GG4UOjh8raNu4B6eKXeYdqfVC6tQRj+e58ZzREDj0iqB9Yz57L2E2K5smlE1LXz2nrKKHF1WpwFIZifyDb8Ccr0gVWYR7YlqgRHn9yn9r+qVB0+qsv4M0FpVaZVL09zstMPRwqRoaEw6jW0UbV0LgqOucb4GEp2Vi5ncBjjjVJCkOUonKFHz2kqOyh/F4GL58+6sWpA17O7+LIv54l71nW2rvHn16Jj40avmHI3KPDM7uEluF3aebJaGxZ8ZbJS7hcNaTPRoVl3/FatUURq+fFzbQbdpbbNMMCvUUbJHsYDKshGHsemjhq/Lnd7dVKCi4phq13bvqLbwtLfi4ZFfqY/Kf0Euqi1EUdvZrBNYctv4Ya3oBGwQeZx4qJI0zJcC4ZWGXRzHJoiwAgFUZFavk91XuW+3F3u1sX+r3u6tq+XPNw4rv7l2IMvrv9E/c0oK4RC9ZtuV5xzNi37WNIPCy6UKADJdLRoXw63qe+IqCB0nMRO74u2KmnIqMORL1zfPVJxnJHlm1GtC8LmRR6ZNwLzTq1JcxKxKKyMvVEUKz6avASR5RWA1vJDQ89EyZ2IDYZSmvzrgJPqr/dKIOEkEC/v8HUQNYks+FAbrjcArjcJHC72kwHp1Xo3Pq6tmQI+SIzJl7rOozx+blkQcL88jerci3ev3M59Wqh+vtf3ENQg/QJ67yDEh5BmrDTBEe0FgafIwYmplhnUS9Cg+oDakUDag6Om0JLJPJbC0UYZooclSwcMj21e1je+bDyPqccQ8NedZUsl4qxzYihRNqWx6GGTNDrHnE4q8JD+OFlWqmZ6P0Ydm/hw0qjGtMAosAFkjsA4eZ3h2wrl+riJxC58+IeCZdmGsLihEvbkSJRGUZBm7YxuI+VU676u151DpuKxAuK/8MtjSCuzl07bEsJ4cMp+Z8dHIUmR7AMCzZ81zLzyPu9OKsOw3K6Lxxn3rcScMAWGOrzpba12mEEa151fHYyylgNaC/Zn1y6mlLd08yEpSdx7Lcr5rN6q+raPuh3h1OICxIQYMgeXjS9jpmsA7zoRRdWmY7M5BQ/fViuQ9mGjiPGWxqFIItzqW/LHvvYbIKRqVakHetHO5HpNkj+31tMq27i80ub2GyBOIgpC8ulKqpa40ExCGlxrNDYE1yzRtv6DI4cV7VVGFliXUx4koCeDxPOXYtksChyNz7890clbsbZyrYxaZmWO8murmuCXKef+iVWHFORw8rr5ztJBMM4GnNY2muT+Tmhp8JuEwNqSRjy5VMpkWDNUCWRJYKSvNhjGmt5yHUoL9iR3n0iOIzN9uWeW8kBKBVVdJSnWO8Mw40hpGUcTCVtTshECW2vRu+yV5zmMt7K1TtIvhKgR7gxY6Ueg0K1PiENW6UEuTrieUgGRckkPZXKBF9fwJEZHXCayaAgsgrRNYtnKlEJJeOAAg9Dx8O+9P5zb/E+hY0m6aLphni9LAXQgYNEwKYb1KqieaTyiwdKbx5TKBZY71qNs9F+tjrRV+t3ofK605066e8ZFVFxf99XhS/a5nyaC7uSbRtXNnhqiNY23TshXbQVYUYjTpthZXh4Py571Hy5YEiX2ghC9p2ldbYKsoN/y83DQ8nC9Y5NWaLsqrF8S4EYHhyU0KocrL96TwfLydPuRmfb+cQvikAivOMkbWe86TVJs3Dg5vIRyB5eDwtY6CwBIehB3jiaIUewvzWhrkKedtcJvnisdWQz74jms0zptg46N3qqng29+xid1A59XH0sRpWtHxL5fHxFkt6P0qqHtmtfwLSPsSjfPHVQUuv/IEeF18sJL9MtUE0ak23dQMnT9ZbUtxBMK4SMxqGvu2VxEH4vy3lwb5i5oCa6NIs1Oa/alZZOW1xZXIaqRZjcB6MDMLVk/C80Njppwrza2jIwDW2y3esW52ubNkwR1b/U+efweib4zuY7VPuQj0LyFshbsvqCowe9eZ6ufHtUXJM/Y70ZqbY3MOH7jUqYiDBzN7fM0H69Giup6tlmbF7tY+VpK0SDNVFYF1eGzug+fBN1zuFV3FfFYEIwKviOI8WFh5vlx0EfYVpTgqzyc3zThcUXFJ2B3HHioygXaa5+za6ouhB992dq3so5dsypCWHtH1ZwG4s9Ylt8H3uzb6tELz8+MJTK3SSZy5UCowbtY80v6Xc6vluW+2hojoRADaHcCq7f80Y5JUi922/Z4tMSg/S2t+NXG/KmbQmlVkzOPZ1PquZfTs4lYnAuGb9MWuL6j7YGnMPfzcyLNN1TyzUpGgXl4zQZ/bSoTKpNH4ln1KVM7cEli90P6tr5hYIjOUiubGsqcVQHt9rTpHIkgaZgzfb7XKlKxvWDXPfhRJMhvxGU8zcw2H430OE+vl4SsuD88BkOu0VB1JsWb8WQA97KI9iU7m6Lgaq/UUXLFZzWVaVtcfbD7/xDUATHeuGD8aYGBNxKvSUDDpFCEnrDWbRJbsHyWHBF41XgoCq58nZQrh4rQUwjwvK9odjvxSHfMXrjUsiSW49TAk9FRJgIytAqzuN+gx5MhWDFwR5ntE1GL2zPsAiDxFEfIcLqpKqqpG9onVC5UPEhq0uTaxcZGxlZIcHgpkQWA9X83lZZ8LwfVnzpefx5OqT+a2qsHnav5X5/oh6x3TskmsuDuylXJ1irYEyR4h2PS9FXGmPF+rMGUe7TG3z28jTUw6L7C10qRro8I7i37pW9YJK0XsjcOjst1KWZVUTV2Yqry8/VFYPfMqnlDMBw8nCjsd048y1lvm7x9MNDP7VYvEUFkC6DT0qQqssi2YoLdQFkqqdKxzNhA3CifzPfOob0iKvTmRTTs6nAgSlZUeWJ6nWW0IEJLZbUtQ5xnCqpbTHNTQkLpZt4FamGcllNWz/vLBpBTCRb6A3BRuSM5XROYzVl3kAaO5BoEhsOz7VGu4aVPsfCn51q1aapdNl06ynLFVmORzURLj14YJRb74UZ6azStgp32+JGJGXl4ef3m9us+7B8X7ULB3YH2dtKZp958monoX7qbVWmBDWXUSxuWyr+JSPauTmGGzQaYpUwh1Dnszq9D2JZ5n7tVmbgksX4K1flCppGsJz8DXpXLvkR+VavK2rxDK2g94xl9R5JoHaTGaNO9tFRUCBQdrbUg1KquM8wEiVRh0G+JLKIGI98s5JYsFukaQCBqoebV+8prLBFahwIrzBXNLzvWCviWRTFu6kTl+5nmku6bPuxEUJNJePCW2yysJpyqwPFpPphBmguDUFEK5tBlWWFRoRkhLoKp5Tp5rttpGoQwwiQU5AqXNc3Bkn6uOyHlX2wyQHLgT14htSzDujaq2bbWLzAYIahUar1+6WP78cK+2eYBVYNlxKAR4QrLTugRAKxTWI9H4YC1qa4ZIVc/N2PpUSSFKDyzJWduBHt7ZHlqZZU1mJ7N+UI33OoH16vG4VM75UrM46Qnh4PAWwBFYDg5fw9DZxHhgAURnQJtFw8NZVpZK3haS7f6mOT5XPFxYpdWVVVpXNgD4wn5QKoq+/fomWyvmZRWn8PIj81Jvt64jrZw6kTPUa9yFSZYUAetEtsqg0jFpUTrFOwOiIIJGUEsf+jOhXpWRZmVkIORyyqWF0sdmpaA1Zn1mrrPVsO4ezSGsPweexyTXpedHAHQ75npErtm3uWWZXlQpJzoxwY/0oWuCgUm6YJSaa19vBJxvG5JjvNAsLClzdWXA1aHVuKcxNz2j5BFbV0sFSTKIShPlyDtDYI3LX51Wi8pv3hrSsQu1vTghUxpEg6uWOMg1HNg16qqfcaZmZPpgflR1kvXBujfPyv5Za+Rs2jWjFrBvFVtpbgKxOFYs7HjbXot4zwUTRGoE87E5h4dZoAGEUjOyQaxsX0AIc/1aL9DaLtR664hWjzYpgV2MHqc+yjN9+NmjmNQOn61ewLNrNtjScGNmdyD9kOCcuRe3hyulmuaZ4Tpne5Y00/AnDz9vjg8i5Po5FJqbScO2Ff7ihffgFQSWrkihEr22yd8E9OG89JEQaFq23zYGV4jswjZWhYIDFu1+uUhvjyrC+LFNg9PZogx0oAdyAEDXl+XzM04r/7CXx1V6xLtrJv7Sq+632PhOo8LSGimE3TnWLHJdEjQ9m4qFVExsKmnbW65AWCDaXKVpFWFpIkgbZlzuNttl+tczvS36YYsw8EoCaxybCl1aKz5649Pld283dJmOAjkjS9pIBkhLBAq/7oNliD/jf2VTcP0QsW5JsNkIits21XitinitY7x2rvy5Pz0wyoeaAuu4aVQlAP3AY2A9X3KdIzs1hY6dk/tSl/PDqSbuuiKw9g78MqXr2bMrXNow/XY08UrVDFozSxOUzkjzIwAC2WUSx0aJqbVRLGLmj+mqGfsNWSmwjueqUifcf6lsy3x43lSuBTyp2TcVGhBBg2lngNZwOAqQWhEJzaXnDDmo5xP0gZmHxdpZrr2jKsAwmcjymhZ2Hvzko0oJ9+zqgCsrFfH+8Qe3AavAyjMyDUfCpBAOG130olK8RjZdJ50ckFt1VyNNkUPzrhNCcG3bzCup9hmPbRVUtShLw99b5CyQZlPDqhbrKUtJbQMjrJHWOplSpG69cpiXSqtemLHdLdIVFa8cm++Mk8KaX9NuCvwTBFaaK24dGgXVsNlgGPpoqyqTXnXs2a59DoQoCaxF1KF5wQSsg6a5Z6OZYJ4aBZYA+s3c8HLhGuNXTUsilZXkbKJAnzHnSPttsGnJkVd5/b18OCqzzCIPUDmRUExqisy1ScZapBACZrEgzwXTTNO2TNE0FRylpt8ur/R5ZqO4Nk1sv1PleZmun85laVr+zEqGtmrz41SBJTpWG+t0bY7YDFNxF60NgSXM/bxTZLkJj4NDs3bytKJheYZpkf7rBdyv+cf1yNF5pR6ToUAIBSh0mpjnRRhPqoLoPEykUaRZLmW7HRA1rdImkBQjIZtDxz77UVA5Nj3Io1J50w40IjfplMgInZtNh4eJIQclimtRRssY9HG81UVlGp2klQILQQNrC1GocbWorBcApSWq3ICTQLhEYNVN3AFSuzl4WvpggU5obQYCn9lts3btBl459zyeT0ufSCGkIbD0glxXRI0nGyWpXzVWEoiTBJZAcroCS+ljvKJQSZyTx5pmIAuRPdNUln11d+SV9/FcKLm6uVme75X6fqgldh6PJcX74MyaVTUDYS2L4eLVZwjsGL4/Tsrzp7lZkyFEuUbohW2GDbPObIeUKYMH87j0vwKIqO5FsbkghKAVmpTDXA/KjR5v264vhP0+oCUE/ikKrFtHo9KLzpeQpH/O9bmDw+sAR2A5OHwto5Y+SGMTjVnc7s6q6nvbvS12tq6ZY7Kc3YX1HthoE+0MyBTcO/LRShEEkvedX+e5nWpx/MKtgEAE+EISKvO5kpps9upramJcVsQShN6QyCsIBeuvJZrG9Nwb2L/Qf34frLhahJH7ZYlhhFjuM0DrBK1ngEQvEqY1hU27IaARIgYXEJ42C9kFBNJ6GkifsFDKKM1+XPhgTTGLJm1SKloN6J8r04Z2ywp6sNkMWG0EBNLjeK5JCwJrOOCSNcXWacwtaQI6uXUZsX0VDaTDBqQxUvgEsk+wP2Wew/7c0CqdSLLRDlhrVKTMozgDOaDf6HCmHZAqzcSa664HGSuRMQQWCO7XlD+FD9a9mnfXWkOzaXf3tYTHqUQIj0VqVl7jcWVUfnmzy/svVSlaExs4elrj2wgo8GGUaVAaObhakhKm7Uf2FgrE5hU8XzGw6Q2jxDNm0KLBp/aq9j0z7HGh3yWwRMytecOEAFETf8MEYa82u2WUcW24w3PWQwngMw9rPlibl9nvdphYFcClDjTTmHO2itRB5nE4Xx63ulGRQ9neMVYMgwZaIUgN3fVnWLGLfE8Y0gNgjkKsmeCxNd0vn+f9wsdIp3QLe572ufL56fiSQnJYKLDSXPFwalOEyNnxiiqGKZ4lknScIVrr6Njs+XsIgkK2UPQBslRgKakpsmDbIiNYP+H/BYRrK7Rt4YQkEcyDAAU8aLVA+jT8gJWow2ZrBSEkoTThxXFcBIc5nzmogqHn+p2SHIKMkTVZlqKPxFw/0gebtqltuhXjffTU3Bu5cbFMPUsfvlhdm1o2la/juF0F7P2j3SIvCNtIRmFaBqC90KdvU2YAsl4VtBQV6VZr1fPmpyhCU5VRqOgeH/glkXl18yzXt4u5WTCbFPopQ2Al+T4F1Rh5axwWnkxasWIDe7l9lUnPPMuRyEsi4DimVDnUlVPT3npJYAWe5uG8CpgmrQ7TuSRLBQLN5b6s/K9OpGzuXDxH25o1H0+8kpSMU1NY5OX9Ku33vZvnefeZKoX2i3vWPJsEVM5B5mOWr4KN5oBpTeTqW/JhNjksFZqNNEGsVXPPs9bIXUif8YFVwmWp8ZjKjBLtFdlBFWzD8mNQpj0CRM2KaNPpnILAun2kywV2L8zY6BSVAjS3jk1AHCdVKl+nYc2pa3j1uCrocXU4gEk1H3tBRbae7dg0clEpsGYypP0Os9ExiIqgHfaOFMqSLytNOyE1Npm8mqOTnKbKymtIlUBsmmIHSb8FVi1YvMO11tw4PMLzbIAuNeQZocwZNVpl34e5x+VmbohANNOFIcWlJ2kIzeOpjxKgVc7V4YCza5Ehz5Vmar8zVxWBtZjKUjl4pZeixjaVPFVAhrRpa/1wxSg5BUxzAZli2FH0I6NcvHNgFebC53Binw+taVoz7+LxEmHAPet/JYWgLbJSgSWEYGoVOULkkCQ8mh8TBoaj1hTVMbXxv7JD6nK7CdaHUnpeSZDms5yuJUIin9Kf6GEcUAzEtp8bAsuLQHioWDHLBDYDl/VmgC8ytgPjR6YaAcfSR2tNYkmZQBhPJk2hwBIILRGLx6A0Wmlj9G2JIyEihBAnPLCiUz2w6gbu1Xxt0A4DhBBoIRjdNg9uJ/Qo5rtH85mt1GsKibQtJ5PWlPlSRKCWw1etJIFschLeCRN3SgLryKwlAJXkZHbtVqQzxplkZu/x/bFXrhGeW1nhmWvPlGe7ndbIsdwoM3fH5oHwJbR7xeYphLJ6voMw5ILNCZ/mgiwvNo0rYrRjVdqDaJVe2EcKSScUJYFlUghrBJaorn/kFwosQ3giJLFS1ZoqCJBrbbQUpQIrwBDlYAisQpF7++i4tBzwpVFDOji81XAEloPD1zLqaqJo0xIxsDtXZYC1feGb6a1s01IaneY8XpgQR0Q54bDBZw8CY8CrNGfXm/ie5Fuv7pSnfel+QChCUHNCv0prSmZf3cjdVMQygUng9ZEisIvfHNCmwmFBXFkFifnDoz91VxTQWlcklWeq5pTbmEKeUGfV/JWEQCxi5pnZDRVo2gGoTtOk/ukFeBH3Ek0gzKI49CN02KSdA0pzYH0Pcj03KZ3aphq1Gkv+V/enh2XAu9kKkCJjuz1kNFcoNLlWXBkOWG02WWlEkCa86nXIOwNEdxW5dYW8HaBCD50urKGuILi/z4vTtvVt0VwYRCidWALL7vbN07LPr6z0SJVJc5jEPmt+hic1w8js3I6SGZPC3Fl2iXPBXmJSRHqhJvLgTGD6QgOPY4jkKjPr6DydVIbA33B2je1Bj37XBK/zqUTl4KHKndDAg5HSiIVE+uGpBBYY/x0R5KzoBaBJlWSWxeCt8NJRRRq9b+s8vpdxvm9aMU49HkU9RLODbIZk/QH3aZgAv+Gx2hrwLZvV4vTmCR+sW/1KzXW520SPD7isqtSSL+/fXxpbmuNSabR4sEecVilDrQZ0cx/PCxhEhiDxhSCz6o5FlpTpkh2dlkq7Q+tVJMhLBZZYe86kyoqAbuCVCqxJYgisz+6l5JY8OcsMMps2l82q9M20CNZNYCy1CYiXIehaH49xpstd4zanK7DCM6u0ZZGyAWMZsh81SD0T3W23hggh2GqZvw194ykzzwVJZozc78wq9uDbL7+Thtck8iK0VozTFE0DIRrVWPF8dGGcb9OtllLiaob8S/5X7WrOO4n9eQ5WOdCfPCafjUtCMUcwlQkgaAc+gZT0w4rUyPtVhbeinsRqjfQofG3qMClqCq3gkVVgDdqwNljn2R2TLieAycgGT1ozzVKbUmwQemvszybl74e5reS5/QwTrcAPCGWVQjiKIdcxejZCHxnFn1w/z1SJMg008GB3ZojATOXMg5DDYx+pNALF9bPVGNC1lE25dRXP87hqq37lmaDg7dJcM0/j0v+qEQiu9Ld4z8blMmvvVVsIIlcLUDn7mVcq2LZaAx4eLcr5NOwopp7PYn5cElhRmuJtVimM160PFl7A8YF9PnPFlZV++Zzd8room+5eproX96xOYPkNhL2fKptjUqHglWObhis1LU+x2ooM5aYVt0YShSF1C3Sb0RPG1Cf9r0pCFpBRRbQ3w5hhk7ISYZ4qZumC9vPWL9Cv2vt435JmAoYN+2IMN8jGM5JHKb7W+PZ6UwWqFaGISLst0DkeYWnkvzebc7yI8XxB5FmeVeX4DV36X3WOJniRx8XI+LqZNELzRMwzaPmCvan1TkwWXB708GTOhS6gNYmELE1RSpEpQzgtZh4SzWYnpxdq1HHGIodYGUefXriCFIUS0syFs1xAliO04uqKBiHIc1hMNeAxmtpUd61p2XTPgsCat1scJ2ZtdabZB2mqEILxjHzUtYQoOTpJuD87IPIFws7PhcIllp4p+Ahc9JsIS2B5NXO7dJISKUWAphEYg23zbvVBGHVsO1CGZIrWQSvyRPE49ylSxLdaAVqkbPsKkAjfZ9/OX4k26rAQgfCbZbogwixZ0JnxRkrBH0SlElRYC4O8pswxHlhVel7hgVUosASCXrj8XuiEYUnIHz0w7+9ujcDaX8QsLInTi4JSIVqsI8ESWHq5Ep7AL32i6p+aFMJ6kZrMqnuPDXGYK8g0ubXc6EYVgbRnyeDHE69MQf2WZ55jbWOTFfvBHRWWRS7Icx7nIcUe33pbUda74ckUx6urtm+0Zma/qygOIISgE5nvWIm2kcKjFw5KNZVGc7hYMK+leDZrqsyR5yNCScM371WBxyKblxs9wvfwNnsUGdIAnqoIrEwpJompevzK0cgkEQiTTBDn1RrLweGtgiOwHBy+llH6X0mIzqD1jCRX7MUacsVKntBZOYuUko1MQJqRathLQbNABjl/st8wu3Ba89yWWYi998rl0tdid88nUCHoBVHzYvnVcfpkKt5JLFUtkkWQ3iuXE7GO0UXgWSew/jxG7ukBFGai0SZksXlDZwACkn10Xi3CFFY1IyTECdO0SmcLPdDtJvQvgFqAF3I/EfhCIdAEUYNxkrLhNcGsKTmapbYkvUnZElojinNY3LcKLCngTDNAk7IWDZjYdLt26NGzXhGXQgBNiuTeqiFXRKtPenbDXm9CpPuQzPEPJ7w0rhZJz62tonRcElgCwe4iK9VUV1ZWSazf0ST2GFhj8dVIl/5TRi1m+mc3jUrSYr1hfghFTs83tMxRrBAMmdm0oPlUl0HZN543svtLm9Uu4WJamRh7wig85goyYQJCQbdcfCqOykBSbF1B+IqVIq1ACPbnc1LdY3ds758Pz6+cR7PgSi1l7sXWFsIPEOmM3eeu2tQSuGg9Qy4MzpX+VPtTwTg2JIDYvMStsmyR5srqNnp8wJXpQdmGG4dVgKm1Nt5d0oc0Iz6ekpSV/IwCq9cw51sJKwVW4f00z5MyVbStszKwPo5jU21SQNfT6FggwrYJCmSfnl+QlTmjdIbWMZ99XAWw17Nj8oLAIkMWqRi+Vby0DWkmFQQ182nT7IrAqtWIoKWSUxVYwfqQFtV3H6qQ3VaVPrhjlU0FgRX5kNkBMZ5n7I/3OLZpqR0/5+zaOYQQliDS5FozS4tUiQghjLKLlbbxwbIB/5IaaLMisLRX97969on2F9gfLZChWdivsCC7f6/cIJi2Q+uPJOnbtI2mH5TKhLRbL0Zgrm3QWynTZmenKrByQDGZeHZnXnB105zn8uYlAs8EOEdWyaPRzNN0OV1brnJYqvUUg3SBaHYQgw3G6RyCiIgcm13M8UKYAhR1r7DtZxjHMVIopBAEnuDh7JhM5YbYDiIORyGeViA0zz5XpVoWVQwRArFlxtT1c+Y+S62JpzYdLNN88vHNon4A5/ohnufRCiLOdMwzOY01rxw9QMUmiN3P/LKs/GZrhb2RJbAEdFuK3Vab+XxSGr430hS5UbVtc9Ck1wrBDzg6ClDK+MCc77XQ9jm76XVQRZB8UoFVSyGMvMBUGwW0StEo9qeCWWqusxvmtlhpxtmGYSMezQSjhSBNKjKp23zSv6dOYF1ZWSawvGb1vCmdcKFrlLNKw2RhyOv2s5dBCFaUed9pDYcHlWJktZkbIic1KtTZvQwhINI5aG0ILD0nXdtBWydq/ygu5/SifdITxv9Kg0Yhm9V8G70yRjY8LobW21BQVi+dZZpWEPDIElhCJZzrm/nl0orx7PM8TZzE5HlOlkuSmZnfJJpnVux7XmtGterBA98QbIY8Mab001zY9GjFtQ1D3AhgPgWQjG0VYaPAssoYW8XicS2ddbs9ZC40mTKUaRQIHra7JpVQ5Og04f70gEYgTHFBtHnuhSDGIwjNfdrOAyODEiCNRBgp2mRZahR5UhNZTkoJQa4FWmhA0/HMO1tHq+gsR6eaR1lFZm+1ArSU7PiGqBO+x0HDvLttpiYRAsKmUV9hxqBnC7gIpVCJNjfLznPCqgPrCiyvES2RMolKSPKYmX2/dMM+vlyucNsNg5LAmmtJ+iihE3jWu0yT5KoUtw5rz0ThbSaEZ9YEJwgshE/oLafgSiHsWF32wNKMTDqmFBQlhfPEjJN+VJHIj+c+cQajhfmursg5axWJF1uW6EFwNzOG6TrPuZG0TComcKajymI6aE3oLT/j16wPllCGeAbK9EmE8cn0hKQXmHfzIBwSehBIyFTGwXxRphBKIQmjqjDPWPrIUDIon0WPRT5f2uiRmz0yWV2vp0VJYAHszxc8nMyYZxlSCnxpxl2SOQLL4a2HI7AcHL5GobMZpJZ8idYR0kcTG/8rDeQ52zXp9HBEWWXs4UKhiQHFF2v+V++xJo5R4LOxao5NUsGXHvigFwSdq1VVMSrlydMQn/C/AhN4hTZXX6FK429kw6QTgvXB+jO+JE+kVZIVW/263LVfqtxYKnsEOkmYZcaHp+Xb6kz9HoQd0HPGGYyVICAnwJAzkyRhs7eOsCuVvUlqKwMKU/JdA40IOka9M8tijuIpIFlr+ARSoHVKlgVlnNRtVhHTpey4/PlWu/JeSLcrNVxwMEePDxDAnXHlg/DejXUUCS0fWnZx+iDOybVZSK13+iUpFCdeKRNfb+pykXl/WpGJ98vy68IQWDZgWbOpcho4iAOmaUqea5K5RghY6fmsts29vbwVFr3NYmKjCFRJYAGMKQI7iRA9e59iCkNyukNECENtt/IRHM5jPn0wKo2Tt7vgeR5aL7jSzoubzY0ihTWdcrvm03IxrbyIzvYtaabh4w++YP7Uj7hpzfF9oTm7ch49OeD88R6eNATeywfVM6GZonVqzMr3J8SeR5wqtNb4whjM91ZMWxp+i4bftCkNZiE/z2JjNi4MgVUE1qM4RtsqhB0JiEqJgVyh7Vt/IZ0zTo2vy42DyrfsG+d75EXagajSnMTae81/h98ASuFpjXdyhSAkvbBQYFW/bOUpQa2qUoFwbYVOTa0yyn1DYNmgZqdtgvB+2KLph0SBKAms0ULz0ZufL5+JnVp2SC+s5rVRTcAkxcCQY0LAsFMG/PqBJbA8H3HGKHHy6REU8c4UvKLa2ik4mCQIm/a3Qkz24G7pgTVrNUwghKBnVQ6IjL4tKuAFNZNfZciBqDek6ZtjT/XAUqbS1PGRUV8J4MqmUZWFYciVTTM+k1iSW7XCLE1IlHlWfdnGk00O5vMy9WUlniK2rpo5y5JPQsDAepQdxwKlY/T9unLqCuN4bs8JgS/IteLh/IhJOkcjOByHSKUIybn0jAnu6lUMxfo5RGCComvXL5rzoi0RAanSfOphpYq9Xnsm6z5Yf/LgFfJ0YkiY3FQgbPkh3aBp7o+drwZtzW6rxTxblO+QKNfIqArMhBBc3+4hgpA8o/TBEnLBWmpIsrtel1g9hcCqjenQ8xEd6+3nCdA5d46r1MC+NYePswVXmml5sleOfdJEVMe1lj300jznlWPTltVWk5Vmo/R0A/BalZG6IuNCX5c+NeOFZJLFeK0mzUtnWamlfR4feuV3nmnlEK6S2fS58atm3m/klWpykc/Its+Wf+/vVn58BYHledDwzF8IIaBZkQv5J6eIQNKTimFgFFiT2CipppkmJWJuN42G/gLPKjYvDUNQGt/TxIUCKxckM5M+KICrfdO3whOMsuo7e8IQt4EMaNpJbK5AZUaZ/uwzVd8tbEGBevGWoSXRpqE558N+RYzstIZMtJljpdA0fMEsCBg1mgiRkyUxD2ZHRoFl32dKQy4lmYYwgnO9Bl5i5nAZekhRvO8GZLb4TFdleJ5RPRZzop3YaVsLAx2uoFOz3nuYBAit8YTmTCTQnqAnNW3pIXyfw1ZIImQ5lCMkImyX/lcIkHbNg9Io6xuqi8q0VoGl6gqsZmPZA0slHCfVGD2ZPgi2srIdp7MwIL2/oGvnSE1GXNvkWWs+WdTAE6EZYycVWCLAF41SUGY+K56v5RTCyo5AoqdFSqFGig4rNfL1IJaV/5XWnKuVfX1msyiCA7ezwt9OcyNplV6xZ7rVmNJaLBneg/HBCu0m53hu04qzak5oR9APO3j2fdmPjGK58ME6WsTMrUdZw2vhWwJrkgmUEIjIY9gs5iJDYBUbPcLz8dY75LWXvKflEoF1OF9w+8isP6UQZVXi1BFYDm8DOALLweFrFSfSBwE0CbtzG6wrzXav8hHp3JqUnz9YKCAnVTn3Ds1OZ0DO5Yf37SEpV7aqXeY/uqVAz5FeSJCbQC73FNniK1cjTGopLaXxq87N7h9g8vIraXhhFG7kTBVx86fCEwSWXXDltV242ARMWqcoa3wvch+lYZEJQNERRXpFA80U9IJ7kwVam7S3CLObO01SdrYuU2y1HSxyQ2CpHDK79PRChDb9v1vzldpsFW1K2ZtUPjrSj1E28Lw0ulMef9tWPNRakw4sEZQqvLt30eN9xn7A/sIsdjqRZqWZkesYIRRnGubcmfZ4bJUMx9miNAqdp5JYG9fZYWSqA5r2Vrv+9+bWCBpYiwzRogQMG2YnXyB4OE+YphmTSTV+Lm5WwdlFOySFMGmExaJcCoGNFzjOql3eehqh1qbvxGQXgpAVYoo0zaNFwidrnlXXBoDO0Sw458XGnwW4lXVRGnQ64xVdvQIv3ntc/vxcLYj+zCMTiB8c3yvVQBfCBcFj0+eBUlzwYhCCw0XGvr2/Zcqj9BH7YxaeVy7Om4ExNO6tVOkVK6FVKErjg7XIU3TYRKxs09IZZClozSRJQKc0BIQCRLtKjcIb4AlBy5dAzjidEWeKRxP7veScT6doHYNKSw8QHWeIpmmL8Hz0QiG1EQiYMNbuzCPoWAXWpBYwtrRCBss77WBSTDq1UvSjLOBBswWeT8sPGVg/rSKNMPQFGqM2OJ4rPn9UzQ3PDyqCqRtUgcEoqY0VBpSO0mtd9OQAPTksiSx55gLCM89c+vCL5d99Jf8rgL3RAkKjWGqSkz2oK7AiQ7Qi6IVlWUgGxf0MCgrKeGC1dYbortKwgd8iT8pnvUCqTJrL0VGZ4MnVrY3y98/utG2aMyRTo0iZZtNSpVB4FB3M45LEWZlPkdtXbZ/NEUFEM8tYkSa1a5HCPJ1WCizpITYuMbapU4GA0AY796YHjNMFs0nOIvGQWnPZP8LfN76IqmYCL7eqlNzzVy7R8DSe1sRTE7ClOdw4qJRw79u8WP78no2KsP/i/gEqmzLKpanJITzrnSYYz4xqxfchiAxJuvAq35qGeHJsXt/pQxAitebwMACtmR7d43J6ZK4hiLhjn/cTt4c4rymwZIAoFFieAK24MzIpR0JAzyqPkizmij4CrREaXjn2SGt+i70Twfrto5r/1crAnH9UvU+93nqpQlPkXOgZVZIAJonH1Co5289fpb9nniMNZGWArNls5RBtko1M/88eSXQGzRpBt8gXZFsV4RPs3rV9oksCqxF5BFKA1kbRY9gsGmmC3qvNsQ2zUaE0TGPBLNPcm3ilD9uwlRLb+fP8aoRE40lNrBSZVuTKEFhFSuvlosKbJzi21yUFdOSxvd65TU8DrTRzPFA5wzXJsG3OMZsKlFLM7b3oh5qVZge0Jg48Mil4aMrk4QnBRmuFsSVPPAGRJV8e9lcQIuNRNifXikYgymrOuYKFrToahHB12CdP7LojlBSOXpK+9b+DTp4hEES+NgSWkfGB1nR8ZczbvTY6y5lpydRuKJxpCDxStOchBGw3GojARwnBY+2X46AhPAhbpQILKZDSrh1zWdbRKQpPCOy6r+6B1YjwRVCuW9I85jCuxmg/epLA6oRhSSwtAp/0YUYgJQ1PADlxqaQTnGk/OS9La9S+TEqB8EI8GS2lvVez57KJe/VuFmjrn6aEQogeazUC6yiWxs/Kdtrzw8oL8ZmrNR+srAVotNbcTJoI4RFIWKltRKJ5gsDyg4CLdjMmyw15lWTSauUNgTWIqmevH6xYAkuQa7N+n9oKnA2/iWya9+lRKkzh6NBjtVGkW8vSL0uKgZkshSCNqr7xtbdEYB3MF9yy72DpSYpM18SlEDq8DeAILAeHr1WcNHBXxsB0d6YQdsW9c/H9AEZm/tn7RHEKSvFwrlBa88m72lZs05xRM+IvGqVCku/znkvVS+pz97RJocOkphSIJ1WgchJKp6S5WUgGsocU9uWtjolEQdz4S2XfkTU1yZ/BB0trXRF7MoJgWBFYROXOX+GDpXRFksksZFKmjGg6hXGWF5kFj15wb2oJHK0ZyAzyhHGSsn72Er7CGLknglyl6GyBSIoqiyFYdcT9IuUMwVbLkAGalBuHR4Q2+G6EisN4glY5w8c36OoUpOTWLCFXmkyNUHbhER4t0Ls3YXLIp1a3K8VKTxHne8aYWeesN4rFnFeas9+fHtCzlZA8AXdsNS9fwGrD/HwYT5llMYs8ZT9eAIKVUBqySWtSqVhr5EYpInx2Z4dMk5TJJC+D7Oe2V8r7I/wR3Y7xxkrmkjw35wkk+GhQilFeBbSn+mAdvwJBgxVh00O14miR8fJhpYB631qIzs1981XK+aa5d9PcY9drkCZTXp0a4q0rMzpferlU1by/FnTfPjJ/9/LDG2W64yU1Rj24UZoqL/tgPbDXatvqebA3ZiRDlDL+c81A05QCP6zUN4UPViCND5bSmkRlyK0rNDFm2zqNmac5gpxuke6xVlV3Q3QB31YizJhnMZ96lBjhpRCckwskkIsMshlS2zuU1shdANVBKGXM72tr8IZnig3AsgLrSevcCt2akvJe4ptKg57Hdnu45Pmz2VqhYXe4M20UWHdr5tzfdvmdtl8VDTkjkBKE5DgZlyrCkz5YenzwVP+rbFb5lXmdSmFyEkppDicJQgqGVlmijg8gz8gRLBrG06Xtd0ybMM/zwCqwDIFloBV0SKEzpGUVWFovK3rAphAKbRRYAkJfcG6t8uh6dmfTXq+2BBbM0qqzImkJrEUCWtOSiijPEFtXyVRu/OKER0d6DEX13QfjffSxIXLl+nlEEDG2ShFfivLe358eME7nHDyyvkFK8Uw0KvtanzBwL/vZ87i6YggvlUGeCJIc9mdmjDRDwaVeRdS9a/1yqQJ89TgmS+fsF14/0mezNWAWZ8ytf02zKcHzGQche2GVrtM8kboD8OzZPsLzEAWBBUyP7nLJzj0iaHA79p74O4BY1TywPL8isHyJ1po7x2ZubkhjuA0QJxMu5Qelp8/dUUBmg3VPQidaVmCd9L8CYFJtJtBZwbPBfC4UZzrGh0qiGac+Y6FRStF5xzN0b5tzneDh2OxqaGySHdv5SwvUPKBZU6Mu8oQkSgGBTDP8yWNUmvBoOmNsiyhc6Lfsq1WT+xLfzk2dowleo+rDi6Gw1vswnhsC69VjgbShyHqUcvDIrCkCT3KuAZ6nyLQgyRV5IkjnEg/NZiO1BSsgDiSxNfXu+RKErdSqj+kVrukKZvigFZIx1zZsb2iYHsal99BqQ9AJGiVruddvM7Hv2jPNAR6Cif0uD4gsAfGgP0CSs4utChyIcuwqLUgs2RhEgqvDM+RF6lfkIWSRQjggt8RjpBTtwCcKjC9gJS3SdISCxgZa5KgsY1/5aLs5stUUxkLBnnOn0Ub6ZpNyV1UESiQ9RFQpsIQvyq/QqkamfqUUwmYDIQSBJeOTEwqs/gn/KyhSCM3P88BHHQAIOoHxwVpU3DDrrf4Tf18QWIgnCSwpolKFaI611yZkaYmgSVB6ZD9vIhKrkhMaSZ8zrWq8jhPJ42n1Pe+/9lzVtq0tukaCzitZE6U1j/KIqfLB89nqCWTtifOgVNrVcXXNzB0CmC4kSUHESmj6sBJVm9Ce9OgGA9ohxmtV5VjrNhpeE6/VMpt5qUAEEiSstgQeRaEKO+YYIGwafx5W736fJwmsQoEVeF6pkC+tEBwc3kI4AsvB4WsVBVEjBEQbwJRFnrOfaNCK1TyhNTAvv/mtO+gkY7g3AaVJFOwvFH94W4FNUrk0P2J241Xy+YI43+Md5zx8z+wF3d0TpPnU5PE3KsVHEt97olnl705UxCqhDvHxbXUYjyTfK5UDhTcTALYc/J8K6REU/laNDRMgFwSW34TQtiM5ROdz41FkIVXLLD7AEFiFj5YXovURKp9xPzY1jj2tjHIhT5gkCVL6rGsfcs1CwyzL0XkMcUFgRRWBZRVNQsCG3TFbpAn3RhMC6dMKBaEvuD89QO/fQ6Qxl/IxBBFxlnNvPDakn/DAC0z64N4d1P59Ph8NK8XGiibOH9m+zdgsCCzhsTs9QGnN/dkBvaZECENa3ZkWgZ5ms2Y0vTs7ZHd6YLP1PLabpsIiaBKpCCX0A4HAZ28+YpIkzCaq5Au/8byR20+zMZlK2VyvNpRHE4lG0/Sh4wtErpiQk8Rm4bTsg3WM1hp99AoiiBiysJvSmv15zsOxXfz7mmd7Ieg9dG4ql132phQr5y/T5nYckykjk7iQTRCLGfkDQ2qc6++UBqr7M8EoHnPzuCI7L00NMaKtSfiVeFKSozcO963/lT1eRDCac2CNxwHavqIb+Cht0gwBVmpG7kWVoUWWGL8vTBphnpqKgghMBcLYpIGUEAK8Pl3fs/dH8cLDKuB41s/Np54GnVULgKCq0AZA6yJCaaOqqKEbVERAXYHVCU4QYDX0vOq4g7hI1fLZbq0uHbfVWiGyaolcC3YnglFivUeCnO2hTU9jAkLRD0MEHrnOGKdFQBIiRNuosAYttEpRtz9bfsey/9XU/vCV/a9Gs6RUwqyt2L4WAp3nzERlJr4S1YO1lLbfxZcBvl8ts5TGKrCGNPwqmJzny2mEcbZgvhAsFkYHefGMRxBUx1/cOE/oGw+9ZGrCpFla3efQWyPPM45jU412KDNEs4von2GaVilAvWaPgar+7uCoUk8Iq9aaWJKi4cOgYajKh/MjDuMJh/sKtEBqxdXGzJC61BRYQiJqiiqA62dX8Cw5kEwlo9grPW/O9aKyKiZAK4jYsD5Y80Rzb5FykPlG3eR5bDRXuF2rXjjohKUC705NvdE4JT30TL/BoB0iNRwf+SilmR0/5FJBRgcRt5PifbD8t/FSCmFNgRX4HC4Es8RMbpe7fjkHJosRkdCcCxagNYcLWZq4R6Em8E4QWIdH5c9XLIFVzDei1UN4gd0Uys3GgIDzHY1UmlRL5kjmk2Na1y8RHqc0Ar10HVLCRktAtEk+qjYMcr1Gs1CYaZPKrMlA+gSjGRJNfuMTywTbWqc8Pvclga022dyNkVGNwApCivqT44VkmmpePQZP+gRSMwwyjqaVEvZKr1mSYbGG2Hpl+WirsDX9N/ILlaOgFwi0zFHZCKWPy7ReoWGGUeWpfMR1K+6TAo4PbBoZgmE7oBs2y7n61uagnNt32kPSxczYDGACqFbkgfR42B+AyNn1zNiI/ColXmmItTQKQV9wcWWbPF+AABFIpPBMWpcIySyBJbVmu9U39w1TLKJYT3Vkbov25Oi0RmAJwXYkQGelZ9l2s4PwfbSGx6oiYxoyRDa7lQKrzpFRPS/Fpk6VQriswIJKWZSomImdiztBb8ngvUA7DChY3HngI4IQKbp0AonWitgOPYlgrdVGiuVzSAoF1onPgwYCD6/2zhJ1wsgSXqbQkfU7E4PSA1KjEXTZaFd/M1pIxnYO7omcrVplVCkll1vG+yrRkvt5xI3EKLGE53O+v0ywBer0cPva5Uv2emCy8EgzidZGpe17lf9VgUE0pG0rJaY6YWYJuKbXwm+30IniKC0Ue2bTpeEbQnKRz9FaV6n2QFZ7xXsEDJvVdtSrxyP2Zob0OtvrlIrCND8xITo4vAVwBJaDw9cgdL6AYqcrXEPIAK1Glf+V0mzVFg9Tq6waPJyVO2oP5hmfv2cjByF45/FjUIrZl28Tq8f4EjZWjYdTkgk+fTcBEsLutXIhnNQIoJNY9r+qEVj5EUIIIiLAQ+mMtEgXFA3zD5gUwj+tD9bJqowqM4bXYAisRm0xsHiALhVYAqG7lQILDIGlTYCq9CGjxZSJ0uhcs5nN6ckccpPqN88yNtsrdl0k2F+AUjEizQyJ5QWgJiyyKQcLEyysNXpEVhlw68icJ/D8UhF1b3ZQVvK6rCalj8zNw2Pi3CzyRRARHJiASN3+DLfzavHxjnUPVeQBkNP3PVq+B3jszg45iMcsspR+0y+VI6+OqkXXdrva/dydHpTEG3jsNKqxpW1aw3pTIoVPro0fTzw16SyNSHDFVqgr0gvOb1a7oxPrg9X0oScpx+fx4ZfNNQqJsD5PWsdoNYbRXfADehivJrTmxoEo/a92utr4X+UH6NkE0FyND82iTsBLWZuXCs5ACs6PzKI7vV0pR871q/ShP979PDdsSqQn4PzBPnr/Hnpqxs85REn2vHwwRulxSUxJuYIADkVFQLS9vAysFOa7I69B02/jS5MeoNHMsrisRNjWGSpLyDKF1tCVGl1XLBaQA6PAAtA5Nw+LMSB4byNA+zZtU+oyTbTwvyogVt8NSplrssoKgG5Yja9JWj0r3daTXiUFVoLqd0mRMuX5pf9VgbVGl3bD9EmG4MtHfhlvn60VlypUeCZdz7ThuFa2XYqB8R0TAlY7qFc/b3/hITYuApBPDhAt25YZeI2KrD2J/XEVsK1tLpNuM+GXwW2hoAPQ2ngyDcIhfiDLyFApQVcKRNigWfOOOemDlWQTjo/MMyaE4OrmssYtCEKubnrGYzkV5Ikgtmm3vmzhyxZH8zHKpv+skCK2jf/VOK38kDrddYZJRWgd1rySCuXUxKpI20HlWaa05pXxYw4OzTgLleJSO0bv3UUfPapUXGfOl/NWgWvXziMwhEsyk6WxPcBzp1SyvDqsiKjPHXumAqHWeF7AeqPH7b1K/bjZN94uAGktkG12nkxlEkJwfadvFIlKMB75zGaHDHTKCin4AXcTz8wpJ+K15GkphKHkzpFn7reGq8MVCmfD2JJ2VwPTx1rBwho3N0KNJ2rPSZ7zqlVFrbdbDBoROkvRc6sOs99nqrEVflWaC+2cou7CJPMZHz7GazZoXTnPSitfuoxOQ+E1hggvKlMIAVTnKo2aSX1auFD7DcJjo/LL73x2iWC7fmZg2wC5kISWwAr2+siaAqvvhQwiaYN1yd4Mpgn4fshamBoySVVKwitn1ktjcSu0NU0Riutn1yoCy6YvCjz6du5TyW0Ux0RSEnkeaMEcDy0lWmc8tx2CNkHQeFSQGILVXmQKVdj7dWe9Xz7j2+1V0umUWV55nJ3rDBDSYxo2GLUi9jybstto0bSvSVvojiDUnO9GREGI0gtkYMaKJ/xSPZrZG+jlcLazTpHhldl3V+hBqJVR3ZOh0px9bVSJvhewbn2stGcq3naDFp2wafyeio4VEHkhIupWHlhQ+pvi1zcci01Os1apK7CkNVkvClbUq3UOTkkfhOUUwnkYIJumgmzX5qfFZSqoYKXZwBfL75ZCdSjkSQLLeEj6NWXWsuLplBR3BqX6TyuNJmCz00YIM96OZl6ZPny+RsQWuLpR+ZDeSpvczNrmDz2fi4Pldvv69HD7/OUrhGik9cEqsvPagaYfdpFy+XsH4ZC2fXVkKmNiXx0Nv4mIQlSiOK6powcNQcMzc6jSOalKESJE2o2eupjKl6FR/Vly6964mhcuDvqOwHJ4W8ERWA4OX4s46fMEaMbszgr/K8XZXqWqmH7BECHde3FpNn5/orhnN9zDQHJlfATA5MUvlal/17erxc3HbuWgFnhBh8D6SaVeRp6ebuZeTw0Ma/5XWM+rUHYppqCCkDGV1Ab2r3JQp5/7qXia/xWA31gisPTiPsr6UknRRnhNprVdsq7IkXmV4nd3aoO7XLGFZ3ZBVUbhg7W9dq7s2/258TEiy9G6Ve5s7o7vluffaq2Uu4g3DnNA4wvJWtt8dn96QG5TcQoFFsCNg6OSHBRBC9+uYMZasWcVK/2GKM07wVSU8qTHllUipCrn0/u3AZOqsdnxjX/V1GNuF5BbrbVSPXB/dsi9aaEc89lpFMF3kYahOdM0ipg0h8ksRSlzO8+uN5GWICvKa1/eNJ5BCJhNbBDnQ09UKoGjaaXuW0ojnN8uSUnZXKcnjDFyXFuJXV8JbLMmaGtCffbgsamUheBW3OBGXBAEkouPTLuSW5WB9XNr1Xf+0d0HHMSmM841MgJlSLNidRt2hlwYmLFyHOc8nlX3WQbr4PkcybAMINpeTteqWbSuFCQr0bAkE40PVmKUM4MN2jolVzlKa5QlsETnAk9ArtCxvixK5Yys8X478LjQX0GF0uyAC4GnQS8yRGOwdArhhzDPCcuIxvy3VyOjJmltkTx4kngosLpa/S61f9MKW/TDkxWjJDudVXxhrm9Rexafq/lfFWm/vSCkILCKcQXGR6YwiWe1W1aik+vnzHUB6cMvVdeqnm7eDssE1plzW4AoV04FgSUQDMIqmNG28uIgGhKUBsVmuHQaRaXCisBanFBgpWrO8VHhiwNXNp8MBq/vdPDsA5pMZTn+i2qvB/NRGfGv6LgkpMZ1BdZwh5W4IAw0h6X8wfhfZUoxT81nzRB22lV632SSWIWY5mIY23RTTfap3y6PEbX0wQIXnrlMJDXCGrnXQ6Fv2nxyPL97o5qzvzwKzBytYb09xJOSe4fT6tyrPTyv8CErPtW0VpdVDAUMgWX68PDQZ25VK5dblkjVcCcuLMMrxEtVCH3omDGufY87I6sy1HB5/ZzxSgQSG0xfCWIEAqUgz815m5HCExVJeevomPyk/9VS+qAZD56IKMyKFJoLLVUG5OPcZ2Q9s9rPX6UfZUt93bX+V8ASgSXXr9HIVXnFRdU6EbUIjk1f64Nb3Dgwz2HT97laPONao4Qg8DXNLCVqnV8isIQfcWXQQmIq893aN/dfSo9znunTmQ9pZn6+eO4yUmik1Ett94Bn3/VutDYkzbEde56I6Niymko/QOs5Qgh6YQeQKAQLL0BrxfogYNgwFSILkkIJWBt0lggsVcyVQrLR7BPPR2WlYgFcHgzBkqafPXuB3M432+0hPfuIF20v/K9M+xJEZM8jPTNvAbklsHwl2GmfJbLDOSuJDRBaQriK1jnTNGehBQjJZqOLXzdskxLhRey0h4gTFTmaQdP4e9ZS7gRA0EU2qvlGK2WNv81x+ZKJ+7ICq47TDNwBOvUqhIGPbERIMbAphFC4Lkgh6EcRnjz5nigKZSwTUkWRhnrVQ1kLcU96ZplzDSqSSysylRHKAQ1LwJZdqTXPD5+8nquXL9vfw82szY3EEFitRsTZXqd2AuMvdRp83+dSaIp11K2l2iEMwrUnju+HK6UCC2BqFVgNzxB45MYDCwxJv9KMSgILTFEG87sBSI+83ka/Yf9medMB4MpgpaxMnroUQoe3ARyB5eDwtYjTDNz1lF1bClooxeYl63+lFNMv3QKgkzQJLcnyqbtg14mcO9MuJ4Pp4e1Sqv4Xrgwoll+fv6dBGzIgqhEKybgKBgsonZHaFMBAdvFKVdURhXw78iuD3iUfLK8695/GB0trXRFYMoBwtapACOBHJtXSLp50/qC8NiH64DeY5DUFlsiQfhGwKe7ZdECtNDu9LdqiMDw1PlhbF66bXAEBB7FAoRFZjgiqoG939rD8ebs1BCuPv2kJLCEEz66ZRUucJ+wdGCJkI/JoW2n3jcP9slJRI9opA41P1DxyLgxqCxAb4Egk2+1KJfLSceUB9OyqrfQH3B35oDVNr8dqZD7fX4zZXxgycbUxoOFFLAV1GrY7mwghyHLNdGK+UwDPbBdVBDVHVikzbDdY7fsmiJ1LslwbAmuhy7MeFRU2OUFgpdXYF8PLDKyHT6aqRdU32wpBWuRgUzK86YKLNgVslkluzE0fdSKPNfvcpLdulLvI79+qvKVeOqhWlpdbT742RXdYBpoAL+1XfSvlENFZYURQCAYYiIym9ehRNQJrEK7i2x3xXGWlMkduXTEphHbsprmg64FYrflflV/YpeubcTW2HvcIOD/oIrpDVGhLW2GN+tMngw/TsBZBEdzYrjWBIGiVLymwBue2T/51ieH5s+XcEscSpGSns7bkf1Vgq71CZIOH1HaWAL7jyrvN92pdqibbQbMs4X6UHCz7YNmVtl6rFu51MiWbV/fH/wr+V7BMYK2vdvE3t0GYaomx8EAIOmEPXzapngkzJvvhEL9WuUopQbthArJGTYE1O6nAyhccH5mASwi4unWek3h2Z7P0U0qm0noZ1g3cJ2UAtZLNSwP3ugKr11llxQ8r0rhIjdq4iPADpkmKtvN1O5CcbVck3cFDqzBUmmfOVOSLevmF8me5XXnJFQiCgMsrJrRUKRTZeK1QcHHwJNH0rrVLpZfQg4lJhRIY03+A3aPqes4PO2x0is0Sc1FRluGdQowBXN/plQqHw8OAuR03V9arwPH23KvHocDJKoQBwgsQrR7Kk6WKNZCac+sXCO2YSOxTcHGwhkSTpaJMnWyGeind6VT/q3FFYJUKLCLApBQrrTkbZPiWTJnkAWOrEG2/4ypDb9lnbaWdl5tfdQLLH/Tw6ZWpfonSgEaGXTw7rz/KFmVq6eXhgChs4ntQaLwCX9OPc8Izq0sphEKGXBmulkbbe+OibwXPWEIfKTiemiC72ehxNhD4XqECspsizZj++gZowUJAKgRaK/rRRklIKFkpuQbhapnqOxce2pJMzwx05VMkTArh2lp/icAy3ynZaA3wpcciHjOzBFbbg3OdtZLAunlmsySNd1qrDBrVPdVAGGmurm7Y9mVImzLtSaPAUnlObjvH05JeMCh99zJL1rUDIFhHCEmeLNizaxbheex0NxA1FkR7EmTETnvVqlKr+98MWghZ2P6XXQDRFl7dj02pMn0QllMIPZtCWK9EWKD/FAIr9DwCKgLLa0QI+nRtEZBCgdUOJZ4US8pEqDywpFz2tZMN0+a6Asv7Cgosk7IZIYsq2BryJEaIfqlwKo8F3n/9HU9cy9a583TQaA0vpR3m2ozny6tD2v6yAX3A6QQWwNX11dK3tkAn0gyjJ9+rvvTZ6FSbLrNCgeWZftJKlARWIKEbDGj41fwcW4sNyQC8ZQVWaM8xPIXAurTSt9WWKd81Dg5vJRyB5eDwtYiCqBECGmZBNIuP2LeloFfzhJY1w13cvlfKvjvPXWXLvkhffVCl6Lzr0irRWXN8GozLNK5vvHCZorjYvQNBmpkd2DCqyJJkceeJ5iX5QUmCleorgPyw/NGXmyWx9VQfLFUd/1WRjcDuLhFtmICgpsASfsPIzq1SQskFpRcCA0NgqTqBlSNalwATsO/avvVzzZmL30i3rNgTM0kSmu0uA0sIHqeCWGnDEHavUKwc78+OyvNvtYcIQmap5v7Y5Klsd9pc7tngKUvZ9U3ny80rXLEEySyNeWxFB1G0jRiaRc4Xaoap71w/g1emrNUIrE61ICrWS5EX8A1ntkpirwjApGiz3X5SWbPTXkX6w2rnUgjQgm60wVqjR5pDMrOLYgHvOmf6e5KOSuJtEA25ut0rfbDGI0HDg1D1aNudygkZaWJTZuiWO6hKTMpxK869l4E2K7hiIdYIBFf65+19yxB2R14nHs+sr5f3wly/5tJKm+ii2UnVswn5I/Ns7XS36FofrEwVIwWurldjv4DoDnlmtSIqbxxmtmtCBC1Ed8hIhOV3bwkPKSsFVjH2B9GwJI1ynZXeSGLzCm0yowYAUiXoZgIRnGKfLiTd0OzmH8+L4ETw/NoqojtEhx7C5gJIDUTnnjwHQPMC0QmOqRfaRXmeMbbpT77QdHY2eBp657aq1INUgPTZqRGpdWw2V8r0owLdIGdjpVCZTowfD+CJQbnLn6mUaWbHiu1zAPotdHGtNhXTNLryv/K3nu5/BcsE1mo3Irh01SgHRUEwCVbCVVPR0RLSmsS2vUdkU0WLFKhuy5CArboH1gkCa5YmjMdGG7Q1gE7rSZXYxY2LWKEQyVSS2LmnILD2p5MymB5KAT3zHNYJrG7QZLhajeeiymZB9o2TmGLkd8OQdtBgYIPbg31LGCrN9edrRFUxsdRSNk/i2s4AURAk1oT+/ODJoAmgEYRsds27Ks0FcSZBCDYtgbU3qub4i2tddjpr1gfLKhPSBG/r9Has9xoMm+Y+Hh35TG0we/X8pfKYmwvviRTCwgNLCoFfzIPdIcfKZ2yVmhe7Ib7nl4U5ciADouElznd88syYeyvNEwFzncCq/K9OIbBEhC4VWAp/qtm0hUHmuWfGANC+dokVFS8RcavNisCqe2D5vQ60zxNRzX1aK1NFODJj6Kbooq1yzxD3Ac2AouyJIbDEgGB9uGTiLvyIy+vnlwIPpaHhB1zbtPOQFBzHxRgNuTLo4nm6JP8lmmcHxcQkOa6lwK00ziBLH8uMYuz2i/UAMNOeIWVFg+tnetRt/hSC4drQmrjX5DBClOmzs8WoJFm6Ppxp9vG8orqfKBWf2+0hwyKH0KIRwcUVQ9JqL0NYclt6bYSISBfVfQjwkFJyqVc9+5mGtq8RVkmeTcbs2+sV0mO7dwFRa7YhsEK2W0Nr2l1Lq43MPKREdX+kFtDYQkbt8lCdK4oKhHAihbBxugKrHXRPJbUKFJRUkUIohEcv7JlUS7us6tncSV+eTCE080RRTbb8vCCwam2ppxCeVGAVm2JeTbGVLRZI0aN7ouk9mbOx9uQ7TkrJxUYIuljtakDyzOoKDb+3NG0EJzy76rh++TJSLU8ygwi6weapx2+2VktSf5poPOGVfmM6lxxbgnUQGQuDhletE+qVCIXvLxFYgR0TJwms9XaLbhQR2LVU5lIIHd4GcASWw6n4mZ/5GS5evEij0eD9738/f/zHf/xWN8nBQucxpHYxGwwRdidqd3JUHrNVe78U/lcA7eeusNW0KSb7frn7+Ref2aBjgxDvfAO1iBFAJ9rg3KqZJtJM8MnbRkEUdq6V54xVZfxbffYU/6uaokr4K+XvTG6+/Z1oQkG+5Mc8sf39NNjKgkC5MH8ihRDKNEIV+FUqmuiDHzGtE1itLjJYQ4iQUZwytc04oyT+ykXa1puDLGFqde8bBSkBPE40QnvQ2QHZJc4Ve/EC0AwbHRpeAATcPiq2szRXhgO27UJZpzG7LbMok1uXubxiUw/IuGPFSZG3XiorbtX8r7558wph2e/FNYYMojP2eytst1Z4ZrhdvgxePTbphFIGRiV2AjvtIciVMvXGeOcKIrnGdmtIpnRJYHkS3mPJjaOaT9EgXOU9F9bL5fRkLGl4Gq+1w8Cv1GCVD5YofbAggSiEsANbz7FCRq5FqcDZ6QV4VnqvVErBwIrWBteHJ3Y0NVxZGRJcrMy901vV81I3Yk2Vyby7ePZdiP760mlEZ8j53kbpg3Xr0BgrS/qm7Z0hk4LwQLPT7iMprjNHYwiVyGvQsWl6uc5Lw+1CgaVsemGaCzpen6ehY0tvj+bVK/59WztGgRV44BcmxAKx9o2nnkOsvrsisOx/+4ENpvKMiQ3UO6GiceZ0QgogWF+hGdo0qkSUFQhPw0ZrQMMTSwv/s80q6KpXDRVisOSzspRGWJDm1gcLIRCbhpTIx/tgz6mnLKsNTkGdwBp2I4JLV9DCKDnMd8jS/6o0FtapNdYWDJqrSLtzrZSg0zV92PgKKYSPDzRam6pgVzZOD3x83+PqBkY5kglmc4EnGnjCXM/huOqrld5qqXib1D2wggbh5hU61jfnOPXQUpTphqO4Cqg7VjFYzAmHh+Z8vlZc/6ZveOKZkGculCmbJ3H96tlS+VIQWM/WUk1P4plhFcSPYg+BZKM5MO2YVH13cbVn2ie98r3RyHJk83SPNiEEz20XKV2C3WkT/IDVncsMGhEIuLMwvn51FCmEkReU/ap7K9yZVPfq8sCcN6p52CRI6F/g6sqAPC/SfFlKCYqzjDvW/+pMu0UvsgTouGaw3zXjTYqwJFq01qhFg8tFyiFwN7YKzkbEqlx+rtZaGmED20KBJaMQGYWIM+8kshsfWkOmNaFcQ6yaefKm6ENixtGVYR+EoBUUWyWGwFrd/hbC9eFyCmHQYL23TqfGJSitubIyYP3cO02jBRynGQIPITyubO2UPljmmuHZc8VYE8b/yjZ0JVpFUJsXVQYIuv6WKRoDzJREKQVywPPXr1cEljD9s7axji89GnXPIinKcb8fV8quni/xpceZqOahpxX9sEUnaLDWWlYJne37BPaZEF1h51WBb9N+s3n1vHn2fXG+u1GawWfKVrW0qvt0Ojb+V0Dg+ZxpryJkzYDdEljdsElHhksKrFZBip+sjNfYQsiorIyolS4rEEKVQijCoKxkd5LAelr6YIG2fWZi3zPvcqAXrpYG7gB967P5pALL9p+/TLLIZqHAqtqypPI9mXLIwJy/9nymizmCDv0TRUvPh08Pla+sr1a7W+ZLubIyoOkNlojv09IsC5y7fLlMNS6w1YxK64WTWIlWsU4TTBOzbiiudaZkSUoNGgIp+ksE1jwrUggDyKKlFMLQblCdJLAu2RT+wCsILJb8zhwc3go4AsvhCfyn//Sf+LEf+zF+8id/kk984hO8+93v5nu+53t49OjRW900B4D4YUXqNKodmt1a/eGddpWKcZLA2lm/Sp5pxiMTQkSh4J3bQ9rPX4WGRGyE5IsYX/aRIuQdO1WA97GbJijyG2t4dgGeegkqr6XqYRRVBYqS7uis9L9CtEFES+TWsg9WEcxkoF+jD1ZcpecVC7xlAsu+xBtbaAE68EClCNFGiBD8BtOa+WVvsIMQAkmf+9OkbNt2YwXhBXSs7wk6Yzwz17XV2ywXiY8XQMNI/ZErPIytwb7OysWwIKiZbGuuDgesRB0afgBpzG6rZdb0W1dLBZbWGXeOBZ4I8UUXsXWV4zDiwPpfDSJYbw+IvHVAlWPFkz2klGydIA+220PaYYvNtvn7RzOPhSUnijSdAkJglA9encASSO0RyD477SHzORTx+HDg07RlmgsDd9PGIe+/vFN6bM0mkqankcPrDNqVIuRoWvOSEgOTc4RGdZowuID0fIbtTpluBnB9dQAiAtFC69yojbIceeFdnO9v0lhax2qur24TXK4UJOlTfLBSDWebmmbUKQP8Et0hvudz0fpgjRLN/lxXqY/dIXNd7Chr1ocXa4TcMjGz1qzIoKPEjCvR7tNpNMltsCE1BN2LPA2Bb5Rck4U5vhNKznUH0FlB9aJSbSdjhYi6p55DBE3CrMoVEFqXJu55Oi0JrHagkNHTF+cyCGgGlsBKBS0Z0DtNOQYE0mM1lNQjrXcMqn7StX6Sor8UKNUJUhHWdstXu4i1s6WZeFLzv5I8nQQsUBBYgSfpNgNDdgrBTFYKrKpcfKG2UhTh/Epjvahobwis3gDgK5q4Pz4srl9zdfPpbXx2q1UqmSYjj8irUjP3pxVRtbp+sfx5bImHhhcQej5y6worgWnrNJUk7QZiw6TcHdcIrG5o+m+nPSSe58wsObrdUjTaLeRWRQIDp/pfFbh0/Sp+kY5ifbC+eevSU49/95mKeB4vfHpSlh5io6n16Gp4tCLfKGKkXwaP0VepA/LctfNIO0fuHjWQGxeRnl8SQYmC+8nyUrlIIQxr6g26K9wdVxXvrqybNoe1DYPEC6G7xdW1rTJ1UmlBJ6jG+82jEaowfC/SBzldgeWJRvmoKDQy2ubaRrUmuJ9UQeZmZ/k5367JvrJjc5/9niFixPAKUU2BlOQ5kbeGd+l9KOAGfchiWkHAdtf8TdPLKUQkPZHQWL9GsLaynEIYNIxqpVf1idJwZWWFsNWhnRh/vplSJNZ86/Kla0sElofm2XfZlGIk1nIMTwu6QQ/p19JQVYoUbaQM6Httk/qrBQulwFthfXuHlUZh8gWhDw1bkKJbI7A8ITnTNM/hYVo9qwObir3VWa+mLK1KhelWTT0F8NxGRXSJrk2J1AJPmPkjXVR+boWX0057u0yrzjS0hAK7QXE0mxDbd98Zr2VS5vyaF58lsAC2G4OqiUDTXo+uK7BoIvw2Qgh0MXZOphBaBVaRPggQniSwnmLgXqAgsLQQxNYTMPJWoeZ7OLTnf1oKoagrvHKNZ6u0BrXUQq92bU9TYMnaM5zHC4QQDENviex9x+Dp1/PM5ctLRFVLCLa6bQLZXEoaDE6kPNbheR7nvOW8vIu9p28K9aPKB8sUmajep8d59WwNAomgTdOv+rBQYIHpg6xGREVWcX+SwLpwgsDSQJq5PEKHtxZPuto5/E+Pf/7P/zl/9+/+XT7wgQ8A8K//9b/mP//n/8y/+Tf/hn/0j/7RW9y61wevvvwp/r+ffdK76WsBpjpu4UXzCuhXADjCI1WFqfEU73P/CYCsI+A73gFSEr7wJwB8cdpA5WaHv99b8Luf/wVoatL/+xVUGMJMEbx0C3/8/6MpQpQ2C6bffyll/5fMeZW/Uq43pPrVpZd4IWQSGvzs1+3/ADYljnwfnd5CC8jt7pbQn0Lkn7AnlOXuHuq3XtNuj4ntbb984vdq/WUCKb1/G/7otvnM72Ey1eaQ3YbsJqC5u+iwsOkB/yF7jPzSz0PkseeFjDMTFLXyMXc/9B84TOHxyCxKfutPPstnP/dJUg23rED+ZQm/myfwwr8HTzD3AiZKgo55ID7Dx+SnQcKNeYNpKkBnfPLTH+bzEnZjyWHuIxjwv559H8EL/x2t4eGDBrmGwz3Ng90ZXvbLgGbUeB9TWxFspZ3zS7/+79GeZtGnrNYTHb2CHt3koSe541dTf/Nz/50X9X9n5kUczs0i8Gf/R4OV4/8dgFeDBrGNwBtK8f/++L83t3CjRW5TpmQK/uwXUcDN4wi0+Xy9OeLWCz8LwEHbQwnwNXD7F2kAvfYaByOfZCH41E0YffZXUVLzaMUsoF7Ij2l/wrQDXyL6DUBCtgaLOeql/8BRGnI48sv9y9GXb/HBl24gOyF07CI37qKnC8Rv/xr5seZgbq4/lJo//OjvmoX9e98BaBAJ/Oa/BWCsBdNDE/jNgXtxxr/60H8ArRBb7y77UH/sdwHB3XnA7sSc+6f/6xEd+VEToaE5GJuS2/jw0U9/Bvl5CSu2felDWFgVjIbdmX2O793hzpf/IwCPG+uMD83nL8cRP/34ReBFnoZbmc94YlVSzZT/+OF/Z9oanSP/gjlPY5SR/tf/8NRzpNsed1JzLwMJv7Zr2pJpSHITAHmR4t7eHz71HABBpEvO/f4D+OXf/sWnHjuawOzILvYFJJ3HfOh3bRvbnpFgKA0Hv4oGbofm3nv6mM/lX7B/JxCdANCgtqCbo4tzeJTKIL2YIR780lds+51HEZmCTkfx0k1z/cn7d0g8DwG0spT0C79pXK/WAMv3Lw5/ExQ0dY70QkghywW/88qLNO69SK7h5sw8V/flMV/+YnUv7z1oWDWKILj7Mi/ePv1d1Ql8EAO0htGBzz//LzeR+U0Abs8iUuURSM2/eek2vGTeE6/YwLwl4IMvmWd5Lw45mJlx+//qvZvwP/8qAI8TwcHUfP75/A6Tm6+SavjygYe2fbh1GW7f+iXYShErFRGsG4dw6+l92x94jPcFWQLpEXzsf/wWH3vKsZmGxVGPXAsWxyGfGQl++pVfQmtYxCZ4a/gJt178edMvkWIvMO+CfLVh2vcUdHxB4UV4d6/F/6en4b/+R3anHg+Ozef/a9Km/6u/Uv7N49QM5khOufsl+7lK+dKkwSKTeELzid//OJ/m47ziJTywwevP52uEv/JL5GhmEzNQcgWjLOb3/9iMzxcnHjq26pvZfeZf/iMAxJkJYs0Qi4v9/w4HglRmWCEJqUoJznXZkQuEtAosfH7hf/ya+Rs/JcmqQhKPH2v+j//ye6Bhv9uCbotwc43Du0bJfH+vwUOrTnl0nPPl7HdBw2znmxgdmr5dV69w5wumymfqraKt+mXQ8Mmzz0EArW9cp5RcdWJytculYZOP75uNqVRrUC/xud2bTAct9q185GN37hHNzTwRND2wXGqnlTNuLBhP7zBq5KSWlmnPFkw++XsgcgIrENf5gvzgLvODu7TkpHw27ycZ4y9+CJ1r1od9bo7MOzvt+PzyH/4CALcTOLSef91Fyq998pcBuJmqcrysdlOy6Z+w2Z5A26a2AeuPPs5i74/ZWGjgTDluVoLbvGg3FJN+CJlAaIF+8Q9AwSyeIywxEfkKPf4SPaATaiYxZEpwkOZ87BMfAuCBGpcKqh272SSiHdBm40f7Hrk4RKgRO2ttvmQ5UE9oMr1LlkJaT3P0qg0rnRgxvFaK0Qsvoce3AcgnRsFTGLhDVYWwwNP8rwq0a8qiT6LZvbuL1orjWZX6O2wVpuynVyGUteqmOq3Wh8FTUgjr4W65aQl4fnX99259jqOHdwlEArryIPzWZ9/11GvZuXiRxh/+d2Krvj2fTDn6b+Z9GJxTFHuioXd6inSBy50Gn7Jj3JNwduXyU48NZMhKM2J3bDZov/Q4Q2fmuX05rhFYwkcIQSiNCb/Wmmk65v7U2H7kfsTC8llCQ/a5T5MLQSvJ0LOKTN169Qbz3dsEZGj7/phPR4RfgdhzcHij4QgshyUkScILL7zAT/zET5SfSSn5ru/6Lj72sdOXl3EcE8eVAmc0Gp163NsJd/Zf5WOff3rp9K9lCOCmqL8saykyVgSjtS17DISDjBcySxZFfROp1/5UNQFPk2eCo7HH/3jx67Pf6hACfuvx6S/nVzyz660UHFmFywPgs/b3y1YGpytNbgr9xGeehN84MGRJpozPEcAXa8fEqSC3n+9yuuoljzw+WOz6i4pXLCokmgpvVfrfK3YXP1WCsVUaPMKncKrQmtLoVaD5gk1RohJHUVfMmOMNVjZzbq35S0cNJbRslcDtVxQHI0DDC18K+YyV+au7on7KU7+ngNKwsO2WQvPfDgenHBaWSrRF5jOzJqehB7/0uGjf6alkk4VE2f76QuDxpa+wk5oriK3/xOOnHDP3NB88LBjeJ3+vNRzWFB/FuKqfeyTg1afc//I8iJI0ykKPX9l9MhVNZAr9lfwsHkvmFH0LN5d8aG0KWAhfHn/5K7ZFRu1yTLzwUotPfwXtd5zD2D5XntR8aPyUFD87hyVK8MbuBWsQIDo5twIrmwmqNg06mtA3wXjeCFGB7Wcbt3Y0NQUWfOhzlb9MUfHzafADxahzxPgph2lAygFKQTyVp77TpNT81sMnl3qegC/a+zlLBIWA99FTloX/47HHH9vjFzmlJ1F3R3MjSAzD2TipFkt4GnqrjfJ9NNoN+OXDwVOPBRjPJZl9Do9FwKdP/D7saG52bNqTlCxspteo6Zv2PQ0DaLR8pjPJeOLx4c8YtUF9Xnn8FP8aAXyxnMur59GX8MuF7xutkmRZmsttZKu14IvTiAcHtZtsT3X5WkSVEdWq5nLjqIanKY2nUpUz8l5Ga1MxcpYJJtrntx6VzlSkCFRm5tb/di9GWKKD64YY81oNws8bsjRJOizKbQFRm6rWiuKfhEPNy13znkhqKrLVMx1Sdcsc80wXXbwUw4ekao9rZ3J4yXyk0Xx++ggxg1wL5va+vYJGKLOuFO0W+rE5f2+Y86UjMyvm7axs14of4/Eq9hcQGoLZa8yQ6zlDpblt5/29TLLXNeO8valQt82fTT3Jf3nctP0pygqMgYQbx0XvV5PgcJCSidustjSy0yyVc5tnzWFbmQZblNMLIBvCK0XKWuZBZsbQI+8I4QFBVTkv1GPY/wMAzjRaPBibv3slhalvmagaQXN21Sj+RLSFmIGWhsDK9MugYXs1hwMBaAIPDuNPmv7v+BSDSHjVmkenAtE0L/MH//uHyPaXVfaypsAKamqopt8m8p7+jgRoe1Uf/rf5HM+OuVEiKZSr6zbtVxAghY/SGVL4iEJVVaREatC1eTSQ1dr3aR5Y9aIwhX8ZwG6wD+k+adAAzFqsEynWhk9WA6z+3uM8MS/ZOWLjlbvc+43PmN/9P98BdjMuDJ7yHrN4x/YFfuXLZvw2AkUvPN3/qsB6qwsYAuuP70741H3Th9nUQ/imDwfW0kIIQeQ1WGRzFvm8fH402jybwpAB0181m9Oh9Mgvv9e0ReU0P/5hJoB/7dvBqvHmk2P6jsByeAvhUggdlrC3t0ee52xsLBsWbmxs8ODBg1P/5qd+6qfo9/vlP+fOPcUU2OHNwSnkyNOOkVKztZ1+xUOlhJX17Cse8/UG+ZQ+9AVl8CmF2ck8iVOKqy3//imfh/U0iaccVFSBeeq5hSasH2N/rDdT1tro1xrkC71kaFud8/Sfn94I21Zf8/zOk2PrTO06v+tqraJRrZGv5WvqbRL2b4Nln9pTEXrVIfU+/0rHm+85vX/qkPLpY6c631e7h6ePK1vN/U8NITTRKd8pNFVg+TQoVfbV08bk1upXnj8AdmrHeF9l1RHI6n5G/le/P6f11RuBrfXTr/NMjdQTp6RVSCHYWDWf+8vZkV91PJ3dSr/iPRfA+lPaVeCpc0nt8+A1jEm/dt+Kvw1Dzfkz9WsWJ/77dDx3MSkPey33+aS5/0lc2Kz6YVCz+6mn5z0N50+Zp4T46s/y0y4zlFX6XVnl7gSKuVx6mvYpFl2XB7oUkD7tSyUCzy7jCyJaCLjYP/19HbZtBeCWOnWZUCcl/JpvzmmXKSVs96p7v7lmfm6Emkur/vKBYHyCLHFxthfQs6l7q528HOOeENUzUVNdb9TG+PMXqr4tjLwFsFIn4m1aKVqXz2RfQFhcdO3cV3fiUhjeaNfuW3GsOP29G3jwTN9cWyAF52x3bTagZeeEhi9Y6Ztzrq9mp859QulT+3dQmxze26kI2E745BzTyjVbZ8y6W0gfoS1ZUvN9aocea3Y8DYNaXq1VaMtcE65+Q9Uu69GYH8Vkh08SwK1rl8qfG16TyCqMNppPVhI9iWu1qrX19PPA3k/fEzy/ZqrDGvLFpEXWCwJJKVHH9n/SaqyuRGfL/hyElfpNiCqd0xNVmuXq+pMVXod5TGDnm2udr/5+e2fH+m+h2b59XH4e3bKpuVrTX7906t8WuHTlHXRsvvNWK3uq/1WB92xU1XP9ehqo7UMPzTPbVVr3SvgkCScQNgcROmk1ZzRUzob1ent2clgSBUGtQsA8/+r94uDwRkJo58TmUMP9+/fZ2dnhox/9KN/6rd9afv7jP/7jfOQjH+GP/uiPnvib0xRY586d4/j4mN4JD4C3C76WUwhLnPLkekoTxeLJwMjzkGFtVa81c5Fyfi3h3InFrs4yxCJH1tZJixw+c9hldkIxoGW1E38SQtsqZyebrdQTbVcnArsSX+Ul/uTJ/xSf29275d9pfKFZ9bJlHYIQeL6gj8CrRZSLXPM4FUuqK6VNtkOu9LK5pwQhBW3xZODaCGG9oZY+nytMymHt+7SG41gS29SD5ctRnPMyBrUu02hUAEwVonabU2AqBT2ll3Yxph7saYmYL4+JhTCOV3VfFADdDo3H14k19UIIvmltwfXe8i+iXNNLlxfsvzMOuT2SdJNa+W8gDRX5abc/9NEn9l4SZfrrokyox6vCE6bEuWwsaQiO85yFytnw1fK4y7Kl4AbM+u4mEYFQNE4qkLQucnprbREcphL9RJyh6cqc5yO1HMiEy/cYINbwIH9SWbTIYLowjiRfjczSGhZSsB7kDP3l+yZUjjoUkHx1EXbayon7koF+ksAbNODqs+fxvdMVKuU5soQXvniXeSxovIZn+jBVHOSS59oK/+R15rpcdIMZK3MhOE3MJCTopzB/Qvu8Vqq001RcWc+XpiOdpXQTyYo4oXqK4KRgZ5Rk/MatlNAzt7t+Kce5OGHfa9D2NO+ZL2iqr9zGMTm/K1pME/nEPBdK6PvqiZ3KCOihy25RGg4QjJE8ua+pORNoOrWxrzWMgOc3YatXfygU5KmRm7yG/dGP3U3YPYSd4KtvkCgNr2YBeS4JT5Sk3+xkvH8nXSLZRnlOJgQrjeaJVKInEec5f3w34zhefhbTHA5jD9ODy/fBF9A6+bFSNFXOZpKXHoEaU1F1LiV19Y7WmkNfcHklZ6e13L5AaK518pIIKSGk8XKsXY8SisQT+MPnyrSqRRzzBy/eZBwvEw9xmvPwOOO6bNH3l8et12nTuLBdmncDzEYvMU4eIbWoLx0gmbMdxazVyBSl4fZxg8tba5w9X5ECKtekjw/xB5t4rcqH6+H4kD/ZfYVz3ZCgbnSfzJlMxqaIYA1ffpDTCVv8n7/lvbU+VCSP7tIaTWmp+lymkd0ZMs+r0ojAnJh9b4pK8qVn5c7E40ujiI2V6pnQGiZa4EuPZrB8fwTwrtU+F9crQiVJFty9e5sNlS5Vb30Qa/6Pgwbv2Vo8QaZKLQnz1rLZONBrDxmsVV6QWiv+4NUbTBYLBmJZ3eQhuX7pvQyGFXGk8gUqeRnCPqJGYk2nI27v3uTcziVC62mnlUI9fJlG+zLhauVbp7KU6UufJn0cQ7Z8/V67Rfe9zyODaqKL8wWTdMxKtPpVnzelFC9+5kX2hSBYHVSfa8Vh/Jh3rG1wcVC7Hp2R5HuE3hqydj3ZdMT87ku0Lr0TL6z6ZZQ8Is6nrEYXloggpceARtbILKUUj17+AqOD5Q36h3rMQy/lr37DX6HZ/MpZB3mW8dnf+xCNueZMuyLNNIrJcM7w7HW6a199Y//W7U/zJw++yF9+7n+h3//KCiyAL+7dY3cyp+VX6i6tFfGje1wernD+UpXSneucg8VjUrVMPOXTI/LdLzKcrRL4FRE4yxWvJjmXI5/QvvhfmI14mGSEQvJ/+qb30x883afrrcZoNKLf77+t41CHPx8cgeWwhCRJaLVa/NIv/RLf933fV37+Qz/0QxwdHfFrv/ZrX/UcbuJwcHBwcHBwcHBwcHBweDPh4tCvf7gUQoclhGHI+973Pn7nd36n/Ewpxe/8zu8sKbIcHBwcHBwcHBwcHBwcHBwc3iw4E3eHJ/BjP/Zj/NAP/RDf9E3fxLd8y7fwL/7Fv2A6nZZVCR0cHBwcHBwcHBwcHBwcHBzeTDgCy+EJ/MAP/ACPHz/mn/yTf8KDBw94z3vew2/91m89Yezu4ODg4ODg4ODg4ODg4ODg8GbAeWA5vO5wuccODg4ODg4ODg4ODg4ObyZcHPr1D+eB5eDg4ODg4ODg4ODg4ODg4ODwtoYjsBwcHBwcHBwcHBwcHBwcHBwc3tZwBJaDg4ODg4ODg4ODg4ODg4ODw9sajsBycHBwcHBwcHBwcHBwcHBwcHhbwxFYDg4ODg4ODg4ODg4ODg4ODg5vazgCy8HBwcHBwcHBwcHBwcHBwcHhbQ1HYDk4ODg4ODg4ODg4ODg4ODg4vK3hCCwHBwcHBwcHBwcHBwcHBwcHh7c1HIHl4ODg4ODg4ODg4ODg4ODg4PC2hiOwHBwcHBwcHBwcHBwcHBwcHBze1nAEloODg4ODg4ODg4ODg4ODg4PD2xqOwHJwcHBwcHBwcHBwcHBwcHBweFvDEVgODg4ODg4ODg4ODg4ODg4ODm9rOALLwcHBwcHBwcHBwcHBwcHBweFtDUdgOTg4ODg4ODg4ODg4ODg4ODi8reEILAcHBwcHBwcHBwcHBwcHBweHtzUcgeXg4ODg4ODg4ODg4ODg4ODg8LaGI7AcHBwcHBwcHBwcHBwcHBwcHN7WcASWg4ODg4ODg4ODg4ODg4ODg8PbGo7AcnBwcHBwcHBwcHBwcHBwcHB4W8N/qxvg8PUHrTUAo9HoLW6Jg4ODg4ODg4ODg4ODw/8MKOLPIh51+PqDI7AcXneMx2MAzp079xa3xMHBwcHBwcHBwcHBweF/JozHY/r9/lvdDIc3AEI7etLhdYZSivv379PtdhFCvNXNcfhTYjQace7cOe7cuUOv13urm+PwNoYbKw6vFW6sOLxWuLHi8FrhxorDa4UbK//zQGvNeDxme3sbKZ1b0tcjnALL4XWHlJKzZ8++1c1w+HOi1+u5l7zDa4IbKw6vFW6sOLxWuLHi8FrhxorDa4UbK/9zwCmvvr7haEkHBwcHBwcHBwcHBwcHBwcHh7c1HIHl4ODg4ODg4ODg4ODg4ODg4PC2hiOwHBwclhBFET/5kz9JFEVvdVMc3uZwY8XhtcKNFYfXCjdWHF4r3FhxeK1wY8XB4esHzsTdwcHBwcHBwcHBwcHBwcHBweFtDafAcnBwcHBwcHBwcHBwcHBwcHB4W8MRWA4ODg4ODg4ODg4ODg4ODg4Ob2s4AsvBwcHBwcHBwcHBwcHBwcHB4W0NR2A5ODg4ODg4ODg4ODg4ODg4OLyt4QgsB4evM/zUT/0U3/zN30y32+XMmTN83/d9H1/60peWjlksFvzIj/wIq6urdDodvv/7v5+HDx8uHfP3//7f533vex9RFPGe97znie/5vd/7Pb73e7+Xra0t2u0273nPe/h3/+7fvZGX5vA6480aK3W8/PLLdLtdBoPB63w1Dm8k3syxorXmp3/6p7l27RpRFLGzs8M/+2f/7I26NIfXGW/mWPnwhz/MX/gLf4Fut8v6+jrf//3fz+3bt9+gK3N4vfF6jJVPf/rT/OAP/iDnzp2j2Wzy3HPP8S//5b984rt+7/d+j/e+971EUcTVq1f5uZ/7uTf68hxeZ7xZ4+VXfuVX+O7v/m7W19fp9Xp867d+Kx/+8IfflGt0cHD46nAEloPD1xk+8pGP8CM/8iP84R/+Ib/9279Nmqb85b/8l5lOp+Ux//Af/kN+4zd+gw9+8IN85CMf4f79+/z1v/7XnzjX3/k7f4cf+IEfOPV7PvrRj/Kud72LX/7lX+Yzn/kMH/jAB/hbf+tv8Zu/+Ztv2LU5vL54s8ZKgTRN+cEf/EG+4zu+43W/Foc3Fm/mWPkH/+Af8L/9b/8bP/3TP82LL77Ir//6r/Mt3/Itb8h1Obz+eLPGyq1bt/je7/1e/tJf+kt86lOf4sMf/jB7e3unnsfh7YnXY6y88MILnDlzhl/4hV/g85//PP/4H/9jfuInfoJ/9a/+VXnMrVu3+Kt/9a/ynd/5nXzqU5/iR3/0R/nhH/5hR0p8jeHNGi+///u/z3d/93fzoQ99iBdeeIHv/M7v5K/9tb/GJz/5yTf1eh0cHJ4C7eDg8HWNR48eaUB/5CMf0VprfXR0pIMg0B/84AfLY774xS9qQH/sYx974u9/8id/Ur/73e9+Td/1V/7KX9Ef+MAHXpd2O7z5eKPHyo//+I/rv/k3/6b+2Z/9Wd3v91/v5ju8iXijxsoXvvAF7fu+fvHFF9+wtju8uXijxsoHP/hB7fu+zvO8/OzXf/3XtRBCJ0ny+l+IwxuOP+9YKfD3/t7f09/5nd9Z/v+P//iP63e84x1Lx/zAD/yA/p7v+Z7X+Qoc3ky8UePlNDz//PP6n/7Tf/r6NNzBweHPBafAcnD4Osfx8TEAw+EQMLtPaZryXd/1XeUxzz77LOfPn+djH/vYn/u7iu9x+NrDGzlWfvd3f5cPfvCD/MzP/Mzr12CHtwxv1Fj5jd/4DS5fvsxv/uZvcunSJS5evMgP//APc3Bw8PpegMObhjdqrLzvfe9DSsnP/uzPkuc5x8fH/PzP/zzf9V3fRRAEr+9FOLwpeL3Gysm1yMc+9rGlcwB8z/d8z597zePw1uKNGi8noZRiPB679a2Dw9sEjsBycPg6hlKKH/3RH+Xbvu3beOc73wnAgwcPCMPwCQ+ijY0NHjx48Gf+rl/8xV/k4x//OB/4wAf+PE12eIvwRo6V/f19/vbf/tv83M/9HL1e7/VstsNbgDdyrNy8eZNXXnmFD37wg/zbf/tv+bmf+zleeOEF/sbf+Buv5yU4vEl4I8fKpUuX+K////buPbSr+v8D+GvfTc1LTcnLuqBlttCgNEMdhhe6GJiVUkFWTvOS1shuC5NKjG6GXUT8K8sZ5UywUirsK84FlXkf6RxTzFiJF6hW2mTZPL8/fnwHy/ryzW2fneLxgAP7nM857/f79eHF+PDknPP5979j7ty50aFDh+jatWt89913sWrVqpYsgQxpqV754osv4t13340ZM2Y07jt8+HD06tXrtDF+/vnnOHHiRMsWQka0Zr/83sKFC+P48eNxxx13tNj6gTOX09YLAFrPAw88ELt3747PPvusVefZuHFjTJkyJV5//fW4/PLLW3UuWkdr9sr06dNj4sSJMWLEiBYfm8xrzV45depU1NfXx1tvvRX5+fkREfHGG2/E4MGDo7q6Oi677LIWn5PW05q9cvjw4Zg+fXoUFhbGnXfeGceOHYunn346brvttli/fn1kZWW1+Jy0npbold27d8ctt9wS8+bNixtuuKEFV0faZKpfVqxYEfPnz481a9ZEz549z3guoOW4Agv+oYqKiuLDDz+MjRs3xoUXXti4Py8vL3799deora1tcvyRI0ciLy/vL8/z6aefxrhx4+LVV1+NSZMmNXfZtIHW7pWysrJYuHBh5OTkRE5OTkydOjV++umnyMnJiTfffLOlyiADWrtXzjvvvMjJyWkMryIi+vfvHxERNTU1zVs8GdXavbJkyZLIzc2Nl156KQYNGhQjRoyIt99+OzZs2BCbN29uqTLIgJbolT179sS1114bM2bMiCeffLLJe3l5eaf9yuWRI0finHPOiY4dO7ZsMbS61u6X/1i5cmVMmzYtVq1addotqEDbEWDBP0ySJFFUVBTvv/9+lJWVxcUXX9zk/cGDB0e7du1iw4YNjfuqq6ujpqYmCgoK/tJc5eXlMXbs2FiwYMF/vfyadMpUr2zatCkqKioat2eeeSbOPvvsqKioiPHjx7dYPbSeTPXK8OHD47fffov9+/c37tu7d29ERPTp06eZVZAJmeqVurq6+Ne/mn6Nzc7Ojoj/v5KP9GupXqmsrIzRo0dHYWFhPPfcc6fNU1BQ0GSMiIj169f/5e88tK1M9UtERGlpaUyZMiVKS0tj7NixrVMQcGba8gnyQMubNWtWkpubm5SXlyeHDh1q3Orq6hqPmTlzZtK7d++krKws2bZtW1JQUJAUFBQ0GWffvn3Jzp07k/vuuy/Jz89Pdu7cmezcuTOpr69PkiRJysrKkk6dOiVPPPFEk3m+//77jNbLmctUr/yeXyH8+8lUrzQ0NCRXXXVVMmLEiGTHjh3Jtm3bkqFDhybXX399RuvlzGWqVzZs2JBkZWUl8+fPT/bu3Zts3749GTNmTNKnT58mc5FeLdEru3btSnr06JHcfffdTcY4evRo4zFff/110qlTp6S4uDipqqpKlixZkmRnZyfr1q3LaL00T6b65Z133klycnKSJUuWNDmmtrY2o/UCf0yABf8wEfGH27JlyxqPOXHiRHL//fcn3bp1Szp16pSMHz8+OXToUJNxRo4c+YfjHDhwIEmSJCksLPzD90eOHJm5YmmWTPXK7wmw/n4y2SsHDx5MJkyYkHTp0iXp1atXMnnyZMH430gme6W0tDQZNGhQ0rlz56RHjx7JzTffnFRVVWWoUpqrJXpl3rx5fzhGnz59msy1cePGZODAgUn79u2Tvn37NpmDv4dM9cuf/e8pLCzMXLHAn8pKkiQ5s2u3AAAAAKD1eQYWAAAAAKkmwAIAAAAg1QRYAAAAAKSaAAsAAACAVBNgAQAAAJBqAiwAAAAAUk2ABQAAAECqCbAAAFJm8uTJceuttzZrjPLy8sjKyora2toWWRMAQFvKaesFAADQ1KJFiyJJkrZeBgBAagiwAABSoqGhIbKysiI3N7etlwIAkCpuIQQAOEOjRo2KoqKiKCoqitzc3OjevXs89dRTjVdP1dfXx2OPPRYXXHBBdO7cOYYOHRrl5eWN55eUlETXrl1j7dq1MWDAgOjQoUPU1NScdgthfX19PPjgg9GzZ88466yz4pprromtW7c2WcvHH38c+fn50bFjxxg9enR88803GfgEAAAyQ4AFANAMy5cvj5ycnNiyZUssWrQoXnnllVi6dGlERBQVFcWmTZti5cqV8dVXX8Xtt98eN954Y+zbt6/x/Lq6uliwYEEsXbo0Kisro2fPnqfN8fjjj8fq1atj+fLlsWPHjujXr1+MGTMmfvjhh4iI+Pbbb2PChAkxbty4qKioiGnTpsWcOXMy8wEAAGRAVuIBCwAAZ2TUqFFx9OjRqKysjKysrIiImDNnTqxduzbWrVsXffv2jZqamjj//PMbz7nuuutiyJAh8fzzz0dJSUlMmTIlKioq4sorr2w8ZvLkyVFbWxsffPBB/PLLL9GtW7coKSmJiRMnRkTEyZMn46KLLoqHHnooiouLY+7cubFmzZqorKxsHGPOnDmxYMGC+PHHH6Nr166Z+UAAAFqJZ2ABADTDsGHDGsOriIiCgoJ4+eWXY9euXdHQ0BD5+flNjq+vr49zzz238XX79u3jiiuu+NPx9+/fHydPnozhw4c37mvXrl0MGTIkqqqqIiKiqqoqhg4d2uS8goKCZtUFAJAmAiwAgFZw/PjxyM7Oju3bt0d2dnaT97p06dL4d8eOHZsEYAAAnM4zsAAAmmHz5s1NXn/55Zdx6aWXxqBBg6KhoSGOHj0a/fr1a7Ll5eX9z+Nfcskl0b59+/j8888b9508eTK2bt0aAwYMiIiI/v37x5YtW05bBwDAP4UACwCgGWpqauKRRx6J6urqKC0tjcWLF8fs2bMjPz8/7rrrrpg0aVK89957ceDAgdiyZUu88MIL8dFHH/3P43fu3DlmzZoVxcXFsW7dutizZ09Mnz496urqYurUqRERMXPmzNi3b18UFxdHdXV1rFixIkpKSlqpYgCAzHMLIQBAM0yaNClOnDgRQ4YMiezs7Jg9e3bMmDEjIiKWLVsWzz77bDz66KNx8ODB6N69ewwbNixuuummvzTHiy++GKdOnYp77rknjh07FldffXV88skn0a1bt4iI6N27d6xevToefvjhWLx4ceND4u+9994WrxcAoC34FUIAgDM0atSoGDhwYLz22mttvRQAgH80txACAAAAkGoCLAAAAABSzS2EAAAAAKSaK7AAAAAASDUBFgAAAACpJsACAAAAINUEWAAAAACkmgALAAAAgFQTYAEAAACQagIsAAAAAFJNgAUAAABAqgmwAAAAAEg1ARYAAAAAqSbAAgAAACDVBFgAAAAApJoACwAAAIBUE2ABAAAAkGoCLAAAAABSTYAFAAAAQKoJsAAAAABINQEWAAAAAKkmwAIAAAAg1QRYAAAAAKSaAAsAAACAVBNgAQAAAJBqAiwAAAAAUk2ABQAAAECqCbAAAAAASDUBFgAAAACpJsACAAAAINUEWAAAAACkmgALAAAAgFQTYAEAAACQagIsAAAAAFJNgAUAAABAqgmwAAAAAEg1ARYAAAAAqSbAAgAAACDVBFgAAAAApJoACwAAAIBUE2ABAAAAkGoCLAAAAABSTYAFAAAAQKoJsAAAAABINQEWAAAAAKkmwAIAAAAg1QRYAAAAAKTa/wG8oUVPMkCNKwAAAABJRU5ErkJggg==' width=1200.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"import seaborn as sns\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Spectral', n_colors=len(tracked_words_list))\n",
|
||
"plt.figure(figsize=(12, 8))\n",
|
||
"\n",
|
||
"for i, word in enumerate(tracked_words_list):\n",
|
||
" y = df.loc[:, word]\n",
|
||
" plt.plot(time, y, color=colors[i], label=word, alpha=0.8, linewidth=2)\n",
|
||
"\n",
|
||
"# ax = df.loc[:, tracked_words_list].plot(kind='line', layout='tight', figsize=(12,8))\n",
|
||
"\n",
|
||
"plt.ylabel('counts (n)')\n",
|
||
"plt.xlabel('period')\n",
|
||
"plt.legend()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"attachments": {},
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Below mean - std"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 71,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"['sustainab', 'green', 'eco', 'ocean', 'reduc', 'carb']"
|
||
]
|
||
},
|
||
"execution_count": 71,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"threshold = mean - std\n",
|
||
"threshold_mask = counts < threshold\n",
|
||
"threshold_mask\n",
|
||
"\n",
|
||
"tracked_words_list = list()\n",
|
||
"for period in df.index[threshold_mask]:\n",
|
||
" # determine words with counts above mean + std\n",
|
||
" x = df.loc[period, :]\n",
|
||
" x = x[x>0] # ignore words with 0-count\n",
|
||
" threshold = x.mean() + x.std()\n",
|
||
" mask = df.loc[period, :].gt(threshold)\n",
|
||
" label_list = df.columns[mask].tolist()\n",
|
||
" for label in label_list:\n",
|
||
" tracked_words_list.append(label)\n",
|
||
"tracked_words_list = list(set(tracked_words_list))\n",
|
||
"tracked_words_list"
|
||
]
|
||
},
|
||
{
|
||
"attachments": {},
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Plot peaks"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 44,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "41e62cd55d5243ed85378b5564c7113c",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"import pandas as pd\n",
|
||
"import seaborn as sns\n",
|
||
"import matplotlib.pyplot as plt\n",
|
||
"\n",
|
||
"# extract data\n",
|
||
"period_start = '2011-11'\n",
|
||
"period_end = '2012-01'\n",
|
||
"x = df.loc[period_start:period_end , :].sum()\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=-20)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period_start}_{period_end}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 45,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "1f37285bcb17485c91bb8e7f617451dd",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2013-01'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 46,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "09ca29614f974718ba7982e1d0a17a50",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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"\n",
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" Figure\n",
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" </div>\n",
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||
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2013-10'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 47,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "14609b11170748b4ac990d11c42489e3",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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b+MmYKBWkWQ0YU+CE3cSlVih1MGBR0tl6oAOf7GqSddTqx3QCMDEvDXz0E6UGvQCMyLVjsJtbX1FqYCNKH82ePRu33HLLgO/nqquuwjnnnDPg+1GTaEzEhzsasGR7Q1zDFQCIEtDgDx3+hkSUFGISsOOADxv2tvW4qDBRsuAIVh+1tLTAaDTC6XQO6H7a2togSRLS09PlKSzFeQIR/HvrATR4wwn9uRPzXRC4bANRSjEbdBg3yAm3zah0KUQ/iQGLFLe70YclOxoU+VTqthpQ7LIBbKAlSikCgOE5NhRn2pQuhahbqp4iFEURCxcuRElJCaxWKyZMmIC33noLAPD5559DEAQsXboUkyZNgtVqxXHHHYeGhgZ8+OGHGD16NFwuFy655BL4/f6u+/zxFOEzzzyDESNGwGKxIDc3F+eff37XdW+99RbGjRsHq9WKzMxMnHDCCfD5fAAOnSIMhUKYN28ecnJyYLFYMHPmTKxbt67r+u/r/fTTTzF16lTYbDZMnz4dO3fu7LrNpk2bMGfOHDidTrhcLkyZMgXr16+X+9cqG1GU8Fl5E97dekCxIX9PIIoIzyckSjkSgN0NfmyqaUckzi0FRP2h6tOoFi5ciFdffRV//vOfMWLECCxfvhyXXXYZsrOzu25z//334+mnn4bNZsOFF16ICy+8EGazGa+//jq8Xi/OPfdcLF68GHfcccch979+/XrMmzcPr7zyCqZPn46WlhasWLECAFBXV4eLL74YixYtwrnnnouOjg6sWLECPzVgePvtt+Ptt9/GSy+9hKKiIixatAgnn3wyysvLkZGR0XW7u+++G48//jiys7Nxww034Oqrr8bKlSsBAJdeeikmTZqEZ599Fnq9Hhs3boTRmJxD6N5QFO9tq0dNW1DpUrC72YeyLAc6PxMTUSpp6AijI9iKCYUu7mdISUW1U4ShUAgZGRn45JNPcPTRR3ddfu2118Lv9+MXv/gF5syZg08++QTHH388AODRRx/FnXfeiYqKCgwdOhQAcMMNN6CqqgofffQRgM4RrIkTJ+LJJ5/EO++8g5///Oeoqak5pCdrw4YNmDJlCqqqqlBUVHRIfVdddRVaW1vxr3/9Cz6fD263Gy+++CIuueQSAEAkEkFxcTFuueUW3Hbbbfj8888PqXfJkiU4/fTTEQgEYLFY4HK5sHjxYlx55ZXy/0JlVO0J4P1v6+ELx5QupcvwTBucSRpGiejwdAIwKs+BQekWpUshAqDiKcLy8nL4/X6ceOKJcDgcXV8vv/wyKioqum43fvz4rr/n5ubCZrN1havvL2toaOj2Z5x44okoKirC0KFDcfnll+O1117rmk6cMGECjj/+eIwbNw4XXHABnnvuOXg8nm7vp6KiApFIBDNmzOi6zGg0Ytq0adi+fftBt/1hvfn5+QDQVd+tt96Ka6+9FieccAIeffTRg44zGUiShDXVHvxjU21ShSsAqGj2QxBU+VmDSBNECfi2zotttR2IiXwuk/JUG7C8Xi8A4IMPPsDGjRu7vr799tuuPiwAB02hCYJwyJSaIAgQxe7n951OJzZs2IA33ngD+fn5uPfeezFhwgS0trZCr9fj448/xocffoiysjIsXrwYpaWl2LNnz4CO68f1Auiq7/7778e2bdtw+umnY9myZSgrK8O77747oJ8nl2Akhne2HMDyypakXHtKAlDn5bINRKmuti2Er6paEYgk14c40h7VBqyysjKYzWbs3bsXw4cPP+hr8ODBsv0cg8GAE044AYsWLcLmzZtRVVWFZcuWAegMQDNmzMADDzyAb775BiaTqdvAM2zYMJhMpq5eKqBzinDdunUoKyvrUz0jR47E/Pnz8Z///Adz587FCy+8MLADlEGDN4SX1tegotl/+BsrqK4jBImjWEQpzxuK4as9rWgLRJQuhTRMtR2BTqcTCxYswPz58yGKImbOnIm2tjasXLkSLper276ovnr//fdRWVmJY445Bm63G0uWLIEoiigtLcXatWvx6aef4qSTTkJOTg7Wrl2LxsZGjB49+pD7sdvtuPHGG3HbbbchIyMDQ4YMwaJFi+D3+3HNNdf0qpZAIIDbbrsN559/PkpKSlBTU4N169bhvPPOG/BxDkRVix//2lof94VD5VLZ4scwtw1seCdKbeGYhPXVbRhT4ESey6x0OaRBqg1YAPDQQw8hOzsbCxcuRGVlJdLT0zF58mTcddddPznt1xfp6el45513cP/99yMYDGLEiBF44403MGbMGGzfvh3Lly/Hk08+ifb2dhQVFeHxxx/Hqaee2u19PfrooxBFEZdffjk6OjowdepULF26FG63u1e16PV6NDc344orrkB9fT2ysrIwd+5cPPDAAwM+zv7aUteOpTsbkUrtEO2hKEKiCLOOe54RpTpRArbs74A/HMPQLK6XRYml2rMISVkr97RgZVX3Tf3JzqgXMC7HlZS9YkTUP/lpZpTlO6DjosKUIAxYJCtRlLB0ZyO2HOhQupQBKXFbkW42KV0GEcko3WrAhEIXTAbVth9TEmHAItmEoiL+vfUAqjwBpUuRxeR8FyTuU0ikKlajDpMGu2A3q7pDhpIAAxbJoiMUxdub6xK+WXM85ThMKLBbupbDICJ1MOgETCh0IcPOxYUpfjhOSgPW6A3h1a/3qypcAUCDN8xlG4hUKCpK+GZfGxo71PWaRcmFI1g0INWeAP6l4GbN8WY36THSbQc4ikWkOgKAMQUO5Kdxex2SHyehqd+2HejARzsaEFNxRPeFYwiIMVj1fKoQqY0EYGutF1FRwmC3VelySGU4gkX9sm5vKz6raFa6jIQw6ASMy3UCbHgnUq3h2TaUcK0skhF7sKjP1lR7NBOugM5+jRZuuUGkauWNfuxu8CldBqkIAxb1yco9LVhe2aJ0GQlX3RoA2PBOpGpVzQF8W+cFJ3ZIDgxY1GsrKlN3dXY57G0LgMu7E6nb/tYgttR2QORznQaIAYt65fOKZqyu1m64AoBmfwRR8EWXSO3q28PYsp8hiwaGAYsOa1l5E77a26p0GUmhvNkHMGQRqV5DRxhbazs4XUj9xoBFPfq8ohnr97UpXUbSCERF+KIxpcsgogSobw9jG3uyqJ8YsOgnrahs5shVN8qbfVx3lEgj6tpC2H6AIYv6jgGLurVyTwtWV7cqXUZSEiWg3h9SugwiSpD9rSHsrOcSDtQ3DFh0iDXVHk2fLdgb+9uCkNiLRaQZ+zxB7GLIoj5gwKKDrNvXqsl1rvqjqtXPZRuINKS6JYByLkZKvcSARV2+re/AZ+XaWaF9oFqDUYShzk2uiah7e5oDqGzyK10GpQAGLAIA7PUE8OH2BqXLSDnlTX5w2QYibalo9KPGE1C6DEpyDFiEJl8Y7249gBhzQp+FYiLaI1GlyyCiBNtxwIfGjrDSZVASY8DSOG8oirc21SEU5VRXf1U2+yFwn0IiTZEAbNnfjjZuBE8/gQFLw8JREW9trkN7iCMwAyEBqPVy2QYirYlJwMZ97QiEufgwHYoBS6NEUcK/tx1Ag5dD3HI40BGCyF4sIs0JxyRs2NeOSIyzAHQwBiyNWrqrEXta2KQpp0oP9ykk0iJ/OIaN+9oRE/n8p/9iwNKgVVUt2FLXoXQZqtMRiiHIT7FEmtQaiHJzaDoIA5bGbD3QgS/3cJX2eNndzEUIibSqoSOMXVyIlL7DgKUh1S1+fLSDa13FU1SU4Amxr41Iq/a2BLGPa2QRGLA0o9Ebwrtb68EWgfir8gQALttApFk7D/jQ6ufyDVrHgKUBoWgM7249gDD7gxKmpj3IXgwijZIAbKppRzDC5Ru0jAFLA5Zsb0RrgGtdJVKjLwyRo1hEmhWOSdi8vwMiP2hpFgOWyq3d68HuJjZdKqG8mRvCEmlZWyCKHQf4+qtVDFgqtq81gBWVLUqXoVn+SAz+GEcOibRsf2sQNZ6g0mWQAhiwVMoXjuK9bWxqV1p5E/cpJNK6nfVe7lmoQQxYKiRKEt7bVg8f98dSXEyS0BTgsg1EWiZKwKaaDoSiPNFISxiwVOjLyhbsa+WQdLLY2xrksg1J5o2/PIlfXXgizp5ajAtmjsZ9v7oC+/aUH3SbBVeejZPKsg/6eur+BV3Xt7d6cM8vL8VZU4pw49w5KP9280Hfv/ih2/HWC88k5Hgo+YWiIjbXtLPpXUMYsFSmvMmHNXtblS6DfqS6NQDwhTVpbFm/CmddfDWeeuMjPPr8PxGLRnDntRcg4D+4IfnUCy7Hm19s7fq6dsF9Xde98b9PIODz4pm3l2H8tBl44r5bu67bvmk9dmzegHOvuD5hx0TJrzUQRUUjT37RCoPSBZB82gIRLNnOldqTUUsgggKXBUYISpdCAH77l38c9O8Fv12MC2eOxu5vN2H81Oldl1ssVmRk53Z7H3srd2H2qeeisHgYTr/gCiz55ysAgGgkgqfuX4BbH3oSer0+fgdBKamqOYBMuxEZdpPSpVCccQRLJaKihH9tq0eQc/xJq7zZh84lCCnZ+DraAQDONPdBly97/22cP70U1501C3/9w0MIBv47+jC0dAw2rl2BWDSK9SuXYejIMgDAP/66GBOmzcDIsRMTVj+llq21XkS48LPqCRKXm1aFpTsbsam2Xeky6DBGZNnhMHDgOJmIooj7broM3o42PPHqB12Xf/CPl5FbUIjMnDxU7vwWf/3DgygdNxn3/fFFAJ2h7I8P3oZtG75C7qDBmHfv72EwGPA/N16Cp974EC88+Vt8vepzjBwzAfMffAJ2p0uhI6RklOM0YUIhHxNqxoClAt/Wd+D9bzk1mAp0AjAxL43tWEnkjw/chnUrPsUfXn0f2XkFP3m7b9aswB1Xz8WLH32FgiEl3d7mtp+fi3Mv+wXqa/dh7Rcf4+FnX8cT982HKy0D19/xYLwOgVLU6DwHCt0WpcugOOEUYYrzhqL4ZFeT0mVQL4kSUO8LKV0Gfefph+/Ami/+g0UvvttjuAKAUeMnAwBq9+7p9vql77wOhzMN048/FZvXrcL040+FwWjEMSefhU3rVspeO6W+nfVe+EJcjFitGLBS3NKdjey7SjH724Pcp1BhkiTh6YfvwMpPluD3f3sH+YVFh/2eyh1bAaDbpvfWlia8+uzjuOnuhQAAMRZDLNq5sGQ0EoUY45p0dChRArZwv0LVYsBKYVsPdKCC+92lpCqPHxIb3hWz+KE78On/vYU7f/9nWO0OtDTWo6WxHqFgAEDnKNWrzz6OXds24cD+vVi97CMsuvNXGDf1aAwtHXPI/T278H9w/lU3Iis3HwAwZvI0fPLeP7G3YheW/PNljJk8LaHHR6mjIxTD7gbuV6hG7MFKUR2hKP721T6uDJzCxuQ4YdLxM44STirL7vbyBY/8ESedezEa6vbjd3fciKrdOxAM+JGdV4AZJ5yOS264FXaH86DvWf/lMry0+Hd46o0Pofvu/zMY8OOxu27G+i+XoXTcZPzm93+GO7P7n0kEAJMHu5Dp4NINasKAlaLe2lyHSo5epTSTXsDYbCckro1FpHlmgw7Th6bDoOeHLrXg/2QK2lrXznClAuGYhLYwG1yJqHMrnd0NfF1XEwasFNMRiuLT8malyyCZVLb4wQEsIgKAmtYgPP6I0mWQTBiwUszSHY3su1IRCUCtlxtzE1Gnb+s6EBPZuaMGDFgpZEtde+eIB6lKfUcIIhiaiQjwh0VUNvF1Xg0YsFJERyiKZZwaVK0Kjx/cp5CIAKC6OYD2IPszUx0DVorg1KC6eUMxBLkYJRGh86PWt7VcgDTVMWClAE4NasPuZj/73YkIQOcCpNXNAaXLoAFgwEpygUgMn1dwalALoqKEllBY6TKIKElUNvnhC3NkO1UxYCW5FZUtCEQ4NagVVZ4AwH0KiQidexVur/MqXQb1EwNWEqvvCGFTbbvSZVCC7WsPghssEBEAePwRHGgPKV0G9QMDVhL7ZHcTzyvToCZfGDH+zxPRd3bX+7g2VgpiwEpS2w50YH8bF6DUqooWNrwTUadgVMQero2VchiwklAoKrKxXeP8kRh8Ma6DQ0SdqlsC8LPhPaUwYCWh/9tWj2iMw8FaV97kAxcfJSIAcJoNaPFxn8JUYlC6ADpYfUcIb286gEhMwtBMKwalmxFi2NKkmAQ0BcLIspqVLoWIFGIx6pDtMMGg0yMYkRAIx2A16ZUui3qBI1hJ5tX1+xH5LlBVNgfwZWUrIhEJBoEdOVq0ry3IZRuINEgvAAVpZuQ5LTDo/huomrwRnmWcIhiwksiOei9WV7UedJkkAd/sb8fGmvbvQhafWFpT1RrofCAQkSZk2Y0Y7LbCbDBA+NGH61BUQkeQvVipgAErSUiShBe/qvnJ6/0REav2tKK6OQiznv9tWuIJRBBhsCZSPadZj6IMK5wWEwThp1/nm30R7lOYAvhOnSRWVHpQ3ovTcOs7wlhR4UGbPwqTntOGWrG7mQ3vRGpl0gsY7LYg026Grodg9b2YCLT6eZZxsmPASgKRmIjXv67t0/fsbPBhdWUrxJgE5iz1C0VFeCN8QSVSE50A5LnMKEi3wqDTHzId2BOPP8qzzZMcA1YS+GRXM5p8fd/kNyYB6/e1Y2utFyadDhzhULfyZj8ENrwTqUKGzYghbhusRgOEfiwrLEmd2+hQ8mLAUlgkJuJfmw8M6D46QjF8WenBfk8IFvZnqZYE4ICPe5IRpTK7SY8itxVpVlOfRqy60x6IIcotdJIW340Vtmx3M5pl+hSyvy2E5RUe+IIxmHScN1Sj2vYQRI5UEqUco17AoHQLsh1m6HTyvPVKAFp9bB1IVgxYCoqKEv61pV72+912wIu11W0QpM45flKXPa1+cDqYKDUIAHKdZgxKs8Kk71ufVW+0BaPcCDpJMWAp6PPyZjR6+9571RuRmIS11W3YccAHs07Hhem6IcZiWPq3J/DoJbNx9ylj8LtL5+CTV54+6Hf1xd+fx4Nzp+HBudOw/B/PH/T9e7dvxB+vPxuxBO8Z2B6MIiSKCf2ZRNR36VYDijJssJkOXc9KLp29WBzFSkbcKkchMVHCuwPsveqN1kAUKyo9KHJbMSTTglCUb8zf+/zN/8Wa917Hhb9ZhNziEajZuQX/XPQbWO1OzJh7JeoqduDjF5/EVY88B0DCC3ddhxFTZyF/aClisSjefeIezL31Eej1iX8a7W72YWyOiwNZREnIatQh22GGXqapwMNpC0Ththmg55RFUmHAUsjyihbUd8Rn9Ko71Z4A9noCGFfghNOiR4RDyqje9g3KZhyP0UfNAQBk5BVi07L3sW/HJgBAw74K5A0txfDJRwMA8oeOQuPeCuQPLcXyvz+HkvHTMHjUeEVqj8QktIUiSDMZFfn5RHQog05ArtMMo14XtxGr7khS57pYmQ6+HiQTThEqICZKeHtT/EevfkwCsLm2A+v3tkMPQfP/+UVjJqFiw2o07tsDAKit2I6qretROu1YAEBeSSmaaqrgqa+F58B+NNXsQW7JSDTvr8b6j97GyVfPV7J8VLb40Y+zu4koDrIdJgxOt8JkkL/PqjfaAuzFSjaCxOachPuivBmLV1QrXQay7EaU5TkQjGlz2lAURSx9/jF88ffnIOj0kMQYTr7mVsy55Mau26x573WseOsFAMCs83+Oo866BM8tuALTz7kcsVgUn7z0R+gNBpx50z0YOmFawo8h12FCgcOa8J9LRJ1cFgPcNmOvVmCPN7fNwFGsJMIpwgQTJQlvJ6D3qjeafBEsr/BgWJYNBWlmhDQWtDZ/vgTffPoeLrr7CeQWj0Bd+bf4v2cegSszF1NOngsAOOqsS3DUWZd0fc/XS9+B2WrHkLJJeOzKE3Hzs++irbEOrz98C37z2mcwmMwJPYZ6bxi5Dgv0HMoiSiizQYccpxmGBPVZ9UZbIIp09mIlDQasBFu1x4PatuRaLLKiyY89zX5MGOSC1SRAK33wS/73Ucy++HpMPO4MAED+0FJ46mvx2et/7gpYP+Rra8EnLy/G9U++jn3bNyKrsARZhcXIKiyGGI2gsaYK+UNLE30YqGjxYaTbDigwLUGkNTqhc9kFs0JTgT0Rpc6QlWHnKFYySJ7orQGiJOEtBXqvekOUgG9q2rGxxguDIEALp6dFQsFDdqzX6XWQpO4T5v/96RHMPO/nSM/OhyiKEGP/XSBWjMUgibG41vtTfOEYAly2gSjuMu2d29tYjPFbdmGgWv1RiOzFSgocwUqgNVWtqGkNKl1Gj/zhGFbtaUWe04yROTZV92eNPvo4LHvtGaTnFiC3eARqd3+LFf/8G6aeesEht921/ks01VThwt/8HgBQOGocGvZWYsfaL9DWWAdBp0f24KGJPoQu5c0+jM91QpKS80WfKJU5zHpk2s3QJWmo+iFR6lyeh6NYymOTewLd+f4O7G70K11Gn4zKsSPLYUJYhSMkIb8XS//2JLZ9+R94W5vhyszBxOPOxPFX/AoGo6nrdpFQEE9edyYuvfcpFAwv67r8qw/+jqV/ewIGownn3PJA13IPSilyW5FhNh3+hkTUKya90NVnlawjVt3R64DiTEtK1axGDFgJUtnkx+3/t0PpMvpFrxMwudAFg15AjA+XpDYp3wVwFItoQHQCkOM0w5KEfVa9lesywmnhJJWS2IOVIEt3NCpdQr/FRAnr9rZha623cxNphqykta8twG2RiAbAbevss7ImcZ9Vb7QFlOkJpf9iwEoAXyiKL/d4lC5jwDpCUXxZ2YratjAsej50klGTP4KYwIBF1Fc2kx5D3FakW00pHay+F4yICGvllPAkxXfJBPisvEVVewDWtAaxvMIDfygGoz71X4jUprzZp3QJRCnDqBcwKN2CnATuHZgobQFuAq0kdT2akpAkSfhPCk8P9mRrnRdfVbVBkPhASiaBiAhflC+sRD0RAOQ4TRiUZoVJn7q9Vj3pCMa4ZIOC+L4YZ1vqOlDbnlwLi8opEpOwtroNOxv8MHPaMGmUN/u47ijRT0i3GlCUYYPdZFRlsPqeKAEdIfZiKYXviHH20XZ1jl79mMcfwYoKDxrawwxaSUCUgAa/eoM9UX9YjToMdlvhtplVHax+iNOEyuE7YRw1+8JYv69N6TISqqolgC8rPAiFRRi4H5aiatqCkDSwIj/R4eh1AgrSLMh1WpJq78BECEclBMIcxVKCth5pCfbxziZocfpbArCptgMb9rVDD4FTVQqqbvNzWQ3StGyHCYPd1qTcOzBRuGSDMhiw4iQqSvh0V7PSZSgqGBGxuqoVlQ0BLuugEE8gigjUcwYrUW+5LHoUZ1jhMBshQJvB6nveUAxRLX7aVxjf9eLkq+pWeAKRw99QAxp9YSyv8MDjjbA/SwG7m/3QwubdRABgNnT2WWXaLYds5q5l7ezFSjg++uLkI5UuzTAQu5v8WFnpQTQqwcBHXsKEoiI6InxxJXXTCUCey4x8l/b6rHqjPRDjLg8JxkdhHOxvDeLbA16ly0hKogRsqGnHphovjIIOAkdWEqKi2Q9whXdSqUy7Ora3iaeoKMEfZrtAIjFgxcGXe1qULiHp+cIxrNzjwd6WEPuzEkACcMDLZRtIXRxmPYoyrHBZ1LG9Tbx1BNnsnkh8Z4uDlSrYdzBR6tpDWF7hQUcgChODVlzVdYQgcsSQVMCkF1CYbkGW3Qwd+6x6zReOQeQ0YcLwkSmzqhY/ats4UtBX2+t9WLOnFZII6PhJNG72eNjwTqlLEIDc77a3Map0e5t4kiTAH+I0YaIwYMlsFUev+i0qSli3tw3b67ww6XRcvykO2kNRhES+wFLqcduMKHLbYDMZwcX1+s/LrXMShgFLZqv2tCpdQsprC0bxZaUHde1hWHi6oex2N3GfQkodNpMeQzKsSLeyz0oOvhCnCROF714yqmjy40AHpwflss8TxPJyD/yhGIzcdkc2EVGCJxRWugyiHhl0AgalW5DjMEPPPivZSOgMWRR/fNTKaBXPHoyLrXVerKtugyBB4+sxy2dPS4DLNlBSEgDkOEwoTLfCxD6ruOA0YWIwYMloVVWr0iWoVjgmYW11G3Y3+LkavEz2twe58CAllTSrAUUZVtjNRgarOPKHRIjcOifu+E4lk10NPjR6Oe0Sby3+CFZUeNDUEYZZzxfggWjwhSFyFIuSgMWowxC3BRk2M7e3SQAJnUs2UHzxkSyTVVU8ezCRKpsD+LKyFeGIyP6sAaho8StdAmmYXgDy08zId1qg1+mVLkdTuOho/BmULkANJEnCai7PkHCSBGzc3wGrUYdJhS7EJBESu7T6xBeOIRCLwqrnSwElVpbdCIfZwBErhfjDImKiBD0/oMYNH9ky2NHgQ7M/onQZmhWIiFi1pxV7moLsz+qH3U1+CJwqpARxWjq3t3FaTAxXCkvk2YShUAjz5s1DTk4OLBYLZs6ciXXr1nVdv23bNpxxxhlwuVxwOp2YNWsWKioquq5//vnnMXr0aFgsFowaNQrPPPPMQfd/xx13YOTIkbDZbBg6dCjuueceRCL/fV++//77MXHiRLzyyisoLi5GWloaLrroInR0dMTtmPmxVQZcXDQ5NHjDaPCGMTLbjhyXEeEYQ0NvxCQJTYEIMi0mpUshFTMbdMh2mGHQCWxgTxLeUAwua2JiwO233463334bL730EoqKirBo0SKcfPLJKC8vRyAQwDHHHIPZs2dj2bJlcLlcWLlyJaLRKADgtddew7333ounn34akyZNwjfffIPrrrsOdrsdV155JQDA6XTixRdfREFBAbZs2YLrrrsOTqcTt99+e1cNFRUV+Ne//oX3338fHo8HF154IR599FE88sgjcTlmQeJpRAMiSRJ+8fet8AQ4gpVM9AIwsdAFk0EAc1bvTMp3ARLf+EheOgHIcZphMeohcAo/6ZRkWeI+Tejz+eB2u/Hiiy/ikksuAQBEIhEUFxfjlltugcfjwZtvvomdO3fCaDQe8v3Dhw/HQw89hIsvvrjrsocffhhLlizBqlWruv2Zjz32GN58802sX78eQOcI1u9//3scOHAATqcTQGfoW758OdasWSP3IQPgCNaAVXsCDFdJKCYBX+9rh8Osx4RBTkREEVxFq2d72wIY4rRyGxKSTYbNCJeFSy4kM384BqclvlGgoqICkUgEM2bM6LrMaDRi2rRp2L59Ow4cOIBZs2Z1G658Ph8qKipwzTXX4Lrrruu6PBqNIi0trevff//73/HHP/4RFRUV8Hq9iEajcLlcB91XcXFxV7gCgPz8fDQ0NMh5qAdhwBqgzbXxm7+lgfOGYlhZ2YoClxnDc2wIRrkP309p9kdQ4LTAwCBKA2Q36ZHlMEHHHquk5w+LcFqUrcFqtf7kdV6vFwDw3HPP4cgjjzzoOr2+88zT1atX49JLL8UDDzyAk08+GWlpaXjzzTfx+OOPH3T7Hwc4QRAgxnFvVgasAWLASg217SHUtodQlutAht2AMBfZ61Z5sw+jshzgaB/1h1EvINdphkGn46hVivAnYD2sYcOGwWQyYeXKlSgqKgLQOUW4bt063HLLLfD5fHjppZcQiUQOCUG5ubkoKChAZWUlLr300m7vf9WqVSgqKsLdd9/ddVl1dXX8DqiXGLAGIBITsb3eq3QZ1Aff1nth1AmYVOiCTg8wZx0sEBXhi8ZgN/ClgXpPAJDjNMFqNDBYpZiYCISiIsyG+I022u123HjjjbjtttuQkZGBIUOGYNGiRfD7/bjmmmsgiiIWL16Miy66CHfeeSfS0tKwZs0aTJs2DaWlpXjggQcwb948pKWl4ZRTTkEoFML69evh8Xhw6623YsSIEdi7dy/efPNNHHHEEfjggw/w7rvvxu14eovjtwOws8GHEKecUk5ElPDV3jbsOOCDWafjdjE/Ut7sYxsW9Vq61YCiDBtsJvZapapEjGI9+uijOO+883D55Zdj8uTJKC8vx9KlS+F2u5GZmYlly5bB6/Xi2GOPxZQpU/Dcc891jWZde+21eP755/HCCy9g3LhxOPbYY/Hiiy+ipKQEAHDWWWdh/vz5+NWvfoWJEydi1apVuOeee+J+TIfDswgH4PWv9+OdzfVKl0EDNMRtQXGGFcEYw/L3BrksyLGZlS6DkpjNqEOWwwy9jp/TU53VqMMgN5/vcuMzYwDYf6UOez1BrKjwIBDitjvf298ehMTFR6kbBp2AgjQzcpwWhiuVCEZEiBxrkR2fHf3kDUVR2cx93NRCArClrgPr97ZDB4FPDAB7PP7O/YiIvpPtMKEw3Qqzgb1WaiIBCIY5gi83vo/009a6DjZIq1AoKmJNVSt2N/o1v+1OWzCKMPggJ8BlMaAowwqHmX1WauWPMGDJTdvvIAPA6UF1a/ZFsKLCg+aOiKaDVnmTDwJDlmZZDDoMdluQaTdzTSuVCySg0V1r+IzpJwYsbaho9uPLSg8iUQkGDX5wD8VEtIWjSpdBCaYXgPw0M/JcFhh0eqXLoQQIRSWInJaRFQNWPzR0hHCgI6R0GZQgkgR8U9OOjTUdMAgCoLERncoWPwQ2vGtGlt2IwW4rLOyz0pwApwllxYDVD5s4eqVJ/oiIVXtaUd0chEVD04YSgFovP1CondOsR1GGFU6LCQKnAzUpEethaQmfRf2wpY4BS8vqO8JYXuFBmz8Kk14bn/APdIQggp9u1cikF9hnRQA4giU3Ppv6YXejT+kSKAnsbPBhdWUrxJgELeSsSo8fWpseVTOdAOS5zChIt8Kg03M6kBCOSlwPS0YMWH3UEYyi0RtWugxKEjEJWL+vHVtrvTDqdKpeN6ojFEMwjjvPU+Jk2IwY4rZ17h3Ijb3pB7j9m3wYsPqogouLUjc6QjGsrPSgtjWs6v6s3U0cvU1ldpMeRW4r0qwmjlhRt0IR9X5ITDT1vhPECVdvp57UtAWxvMIDXzAGkwq33YmKEjwhjuCmGqNewKB0C7IdZui4vQ31gCNY8uEzrY8qmxiw6PC2HfBibXUbBKmz10VNqjwBgMs2pAQBQK7ThEFpVpj07LOiw2PAkg8DVh9xBIt6KxKTsLa6DTsO+GDW6SCpqD+rpj2oquNRo3SrAUMybLCZuL0N9R4b3eXDgNUHHaEoGtjgTn3UGohiRaUHDe0RmA3qeMo1+sIQOYqVlKxGHYa4rXDbzNAxWFE/hKN8bstBHa/2CcLpQRqIak8AX5Z7EAyLMKpg3rCco7lJxaATUJBmQa7TAj37rGgAQlwPSxYGpQtIJZwepIGS0LmPpcWgw6RCF0RBStmVHfyRGPzRKGwGvowoLdthgt3ErW1IHsGoiDSli1ABfszpAy7RQHIJRkWsrmpFRYM/pZd1KG/2cZ9CBbksBhRnWOEws8+K5MNGd3mk7iu7AjhFSHJr8kWwvMKDFm8E5hQMWjEJaAywLzHRzAYdBrutyLSbVbFvYCwWwxOPPoA5U0djbFEGjps2Bk//YeFBJ1I8/8yTOLKsCEeWFeGvzz510Pdv/PornHPidESj0USXrkpsdJcHx/Z7iQ3uFE/lTX5UNvsxcZALFpOAVPoAua81iKx8EyBxBCXedAKQ6zTDbFDXkgt/Wfw43njpefzuj3/BiNIybNm0AXf+v+vhdKbhyut+iR3btuCpRQ/hL6+8DUmS8IvLz8PMY49HadlYRKNR3Hv7PDz82NMwcLpaNuGoBItRPY8xJfDR2Et7OD1IcSZKwIaadthMekwc5ERMEiGlyDYm1a0BFLmsgIre9JNNpt0Ip0qnAjesW4PjTz4dc048FQBQOKQI77/7D2z+Zj0AoLJ8F0pHj8XRs2YDAEpHj+28rGwsnv/TEzjiqJkYP2mqUuWrUigiwmJM/dFRJfG310sVnB6kBPGHY1i1pxV7W0KwpMiyDi2BCKLcCDouHGY9ijJscFnUu73N5COOwuovP8eeit0AgO3bNuPrtatxzHEnAQBGjh6Dqspy1Nbsw/59e1FVWY4Ro8pQXVWJt998BfPvvE/J8lWJfVgDxxGsXtrrCShdAmlMXXsIde0hjMqxI8thQjjJN1re3exDWbYDEqcKZWHSC8hxmmHQ6VQbrL53/bwF8HZ04OQZE6HX6xGLxXDrnffj7PMvAgAMHzkKt951P6668AwAwK/vfgDDR47CleefjtvveRgrPvsEi3//CAxGA/7n4ccw7eiZSh6OKjBgDRwDVi/Vd7D/ipSxo8EHfZMfkwpdMOoFxJK0+TQYFdERjsFh5MvKQOgEIMdphkVlfVY9WfLvt/HeO2/iD8++iBGlo7F922Y8cs/tyMnLx9yfXQYAuOTK63DJldd1fc87f38VdocDk6YeiZNmTMQ7S1fgQO1+zL/+Cixbtx1ms1mpw1GFSCw5X2dSCV8Je6m+I6R0CaRhMVHC+r1tcFkMGF/gQDgmJmW/U0WLDxPyXGx47ye3zYg0izr7rHryuwfvwvU3/xpnnHsBAKC0bCz279uL//3jY10B64dampuw+LHf4vV//webNqxDydDhKP7uKxKNoqpiN0rLxib6MFRFlABRlKBTwaLISkmNBg+FBSMxtAV5+i8prz0YxZeVrahtCyfl+lmiBNT7+GGkr2wmPYa4rUi3qrfPqifBQADCj1af1+v1EH9iWvy3996Bn19/M/ILChETY4hEI13XxaJRxMRYXOvVCo5iDQxHsHqByzNQsqlpDaKmNYix+Q6kWw0Ii8nzQljbHkKOzQwhRc6AVJJBJyDXZYZRA31WPZlz0ml49slFKBg0GCNKy/Dt1o342/8uxvkXX3HIbb/84lPsqdiNRYufAwCMmzgFleW78MWnS1G3vwZ6vR5Dh41M9CGoUkSUwInW/hMkKUkbOpLIur2t+N2nlUqXQdQtk17ApEIXBAFIlrbUNIsBJek2hqyfIADIdppgM3J7GwDwejvw5KMP4uMP30NzUyNycvNxxrkX4Fe/vgsmk6nrdsFAAGcdfxSe/MvLKBs7oevyf7z6Ap549AGYzGbc/+iTXcs90MBkOgxw24xKl5GyGLB64f1tDXjxqxqlyyDqkdtmxNh8B0Kx5IhZY3IdMAl6pctIOmlWA9xWoypWYCd1S7Pqke00Hf6G1C0+w3uBDe6UCjz+CFZUeNDYnhz9WbubfBC4NlYXq1GHIW4rMmzq2N6G1I89WAPDZ3kvNHgZsCh17GkJYEWFB+GICIOCZwCFYxJawzw5RK8TUJBmQa7TAr2OL7mUOhiwBobP9l7gGliUaiQAG/d3YMO+dughKLaiQ2WLPxlXk0iYbIcJg91W1e0dSNoQjUlgF1H/MWD1QgOnCClFBSMiVle1orIxALNC04b7O7S3C4LLokdxhhUOs5GN/pSyJABJ0tKZkhiwDsPjjyDMYVJKcY3eMFZUeODxRWDWJ/YNv94bhqiRXiyzQYfB6VZk2i3ssyJViDBh9RtfAQ6DDe6kJrsb/VhZ2YpYTEIic1aFxweoOGTpBCDfZUa+ywJDEpxgQCQX9mH1HxcaPQw2uJPaiBLw9b52OEx6TBjkRFQSIcV5GssbiiEYE2HRq2/Zhky7EU6z9ra3IW1gwOo/ftQ6DDa4k1p5wzGs3NOKfS2hhCzrsLvZp6puJIdZj6IMK1wWbW5vQ9oQTaJdIlINA9ZhtAV4mjmpW217CMsrPOgIRGGKY9CKihKaQ6n/gcWkF1CYbkGW3Qwd+6xI5Riw+o+vDofh5To+pBHb631Ys6cVktjZUxQP1Z4AIKTmC7YgALlOEwalWWHUc9kF0gaRAavfGLAOwx/mruykHVFRwrq9bdhe5+tc1iEOa+Dsaw+m3No6bpsRRW4bbCYjNL2wF2kO81X/MWAdhjfEgEXa0xaMYkWFB3XtYVgM8r5MNPnCiKXIGYU2kw5FGVakW9lnRdoUY8LqNwasw/BxipA0bJ8niOXlHgRCMRhlnDesaEnuhneDTsCgNDNyHBb2WZGmMV/1H5dpOAwfpwiJsKXOC7NBh4mDnIAw8BWt/BER3mgUdkNyvQQJ6NzexmYycMSK6DuiKEGn4L6mqYofzQ6DU4REnUJREWur21De4Jdl253yZh+EJGp4T7MaUJRhhZ1rWhEdJJZiPZPJggGrB6GoyFNUiX6k2R/BigoPmjrCA9p2R5SARr/yyzZYjDoMcVuQYTNzexuibvBtsH/4atIDb4j9V0Q/pbI5gC8rWxGJSP3uz9rXFlRs2Qa9AOSnmZHvtECvU98K80Ry4VIN/cOA1QMu0UDUM0kCvtnfjg372qEXBAj96M6qag3EZTmInmTZjRjstsJiMHDZBaLD4G45/cOA1QMvAxZRrwQiIlbvacWepmCft93xBCKIJGjZBud329s4LSZOBxL1Ekew+oevMD3wcYqQqE8avGEsr/Cg1RftU3/W7mYfBn5u4k8zG3QoTLcgk9vbEPUZm9z7h680PeAIFlH/7Gr0YVVlK2IxCb3JWaGoiI6I/B9odAKQ5zIjP83C7W2I+kkUla4gNTFg9cDHJRqI+i0mAV/va8eWWi+MgoDDjVBVNPtlXbYhw2bEELcNVqMBQlIva0qU3ESOYPULA1YP/BEGLKKB8oZiWLmnFfs9oR77syQAB3yhAf88u0mPIRlWpHF7GyJZcASrfxiwehDlqRNEstnfFsLyCg+8gShMP7GsQ217CFI/R7GMegGF6RZkO8zQs8+KSDZ8J+wfvgr1gMOiRPL7tt6HtVVtgNTZI/VjlS1+9OUlXQCQ6zRhUJqVfVZEcSAxYvULA1YPeGYqUXxERAlfVbdhxwEfzHodpB98mGkPRRHq5ZxEutWAogwbbCZub0NEyYUBqwccwSKKr9ZAFCsqPKhvDx/Un7W72Yee+tKtRh2GuK1w28wMVkTxxrfCfmHA6gFHsIgSY68niBUVHgTDIow6AZGYhLbQofsUGnQCCtLMyHVaoNfx5YsoEfhW2D98heoBR7CIEkcCsLm2A+v3tkMHAdUtgYP2Kcx2mDA43QqzwcBRKyJKegalC0hmDFhEiReKilhT1YosuxHpNiPG5biQbjNyBXYihfCdsH8YsIgoKTX5Ivjw2yb89ZMKtAe4bRWRUqYPz8RfrpqsdBkphx8Je6DjNAQREWncTyxbR4fBgNUDBiwiItI69jz2DwNWD5jaiYhI6/he2D8MWD3gCBYREWkd3wv7hwGrB0ztRESkdTq+GfYLA1YPmNqJiEjrrEa90iWkJAasHhj0DFhERKRtdjMDVn8wYPXAxtROREQaZzPxvbA/GLB6wNRORERaZzdzTfL+YMDqgYOpnYiINI6DDf3DgNUDpnYiItI6Kwcb+oUBqwccwSIiIq3jYEP/MGD1gI19RESkdXa+F/YLA1YPHEztRESkcTYT3wv7gwGrB2aDDgauYEtERBrGJvf+YcA6DAcfWEREpGHsweofBqzD4NwzERFpWYbdpHQJKYkB6zDsnHsmIiKNspr0cFj4PtgfDFiHwSlCIiLSqmwnR6/6iwHrMLhUAxERaVW2w6x0CSmLAeswHJwiJCIijcp2MWD1FwPWYaRZGbCIiEibsp0MWP3FgHUYuZx/JiIijWLA6j8GrMPI4fwzERFpFANW/zFgHUYuH1xERKRROXwP7DcGrMNw24ww6bldDhERaU8W22T6jQGrF5jgiYhIizhF2H8MWL3ARnciItKaNKsRLqtR6TJSFgNWL7DRnYiItKY4y6Z0CSmNAasX2OhORERaU5TJgDUQDFi9wClCIiLSmiKOYA0IA1YvcASLiIi0pjjLrnQJKY0BqxdyHBzBIiIibeEU4cAwYPWCxahHmoV7EhIRkTYIAgPWQDFg9RKnCYmISCtyXRZYTXqly0hpDFi9xEZ3IiLSimKOXg0YA1YvDXFblS6BiIgoIXgG4cAxYPXSMD7YiIhII3gG4cAxYPVSCYdLiYhII0rzHEqXkPIYsHrJaTZwuQYiIlI9QQDKClxKl5HyGLD6YCinCYmISOWKMm1wcGmiAWPA6oNhnCYkIiKV4+iVPBiw+mAoAxYREalcWYFT6RJUgQGrDzhFSEREascRLHkwYPUBG92JiEjN2OAuHwasPuI0IRERqRUb3OXDgNVHnCYkIiK14uiVfBiw+ogjWEREpFZscJcPA1YfcakGIiJSqzGDOIIlFwasPnJaDMhmozsREamMyaDD+MI0pctQDQasfhiRzU0wiYhIXcYXumA26pUuQzUYsPphXD7nqImISF2mlmQoXYKqMGD1wwQ2ARIRkcpMK3ErXYKqMGD1Q47TjDynWekyiIiIZGEy6DBhMPuv5MSA1U/jOYpFREQqMb4wjf1XMmPA6icGLCIiUotpQzk9KDcGrH4am++ETlC6CiIiooE7gv1XsmPA6ieH2cBV3YmIKOWZDTpMGJyudBmqw4A1AJwmJCKiVDdhcBpMBsYBufE3OgDjuSkmERGluCOHcf2reGDAGoDSHDvMTP1ERJTCZo/KVroEVTIoXUAqM+p1GJ3rwMb97UqXojoVn/0TlZ+9BX9THQDANWgoRp95HfLGzwAAbHjpETR8uxaB1iYYzFZkDp+AsRfcDFd+CQAg7G3Dur/eh8Yd6+HIHYKpP78X6UWjuu7/m1cehT17EEaecnniD46IKEkMSregNI/tLvHA4ZcBYh9WfFjduRh7/s047r5Xcdy9ryB71BFYtfhWtO+vAACkF43GlKvvx0mPvIWZv34agIQvH78JkhgDAOx4/6+IBv04/r7XkF06BV+/+HDXfTdXbEFL5VaMOOkSBY6MiCh5HMvRq7hhwBogBqz4KJh4DPLHz4QzdwiceUUYe95NMFhsaK7YAgAYOnsusksnw55VAHfRaIw595cItNTD11QLAGivq8LgaSfBmVeEkmPnoqNuDwBAjEbwzcu/xeQr7oKg46J6RKRtcxiw4oYBa4CK3Fa4rUaly1A1SYxh39qliIUCyBw2/pDro6EAqr58D7asQbBl5AEA0gePQMP2dRBjUdRvXY20wSMAALs+fBnZpVPgLilL6DEQESUbh9mAqVz/Km7YgzVAgiDgqOJ0fLi9UelSVKetZjc+e+TnECNhGMxWHPWrx+AaNLTr+opl/8CWf/4RsVAAjrwizFrwJ+gMnWG39LSr8M0rC7H0N2fDllmAKVfdi476vahe9T5m3/0CNrz8W9RvXQN38WhMuep/YLRxJJKItGXGiEwY9RxniRdBkiRJ6SJS3fZ6L+5ZskvpMlRHjEbgbz6ASMCL/es/wZ7l/8KxdzzXFbIi/g4EOzwItjZh99JXEPA0YPZdf4Pe2P1G3MsXXY/hJ14Mf1Md6javwIz/9xQ2vPQwTPY0jL/o1kQeGvVBbW0b2gNRpcsgUp1Hzx+LMybmK12GajG6ymBUjh2ZNk4Tyk1nMMKROxju4tEYe/7NSBs8EuWfvNF1vdHmhDN3CLJLJ+OoXy5CR10Var/+rNv7qlrxHow2JwomzUbjzq9RMGk2dAYjBk09AY07v07MARERJQmDTsCs0iyly1A1BiwZCIKAozmPHX+SCDEa7v4qSQIgIdbN9aF2D7b/33OYeOnt392NCDHWOSIixqKQRDFuJRMRJaNJRelIY/9wXDFgyWR6MQOWnLa+tRiNOzfA11SLtprd3/37aww+6lR4G2qw44O/wVO1Hf7mOjSXb8LaZ++A3mhB3viZh9zXpjcfw4iTL4PVnQMAyBwxAXtXLUF77R7s+eJdZA6fkOjDIyJSFM8ejD82uctkZI4d2Q4TGr3dj7BQ34TaPVj//L0ItjXBaHXAVTgCM299GrljjkLA04imXRtR/vEbCPvaYXFlIqt0Embf9TdYXAdv+XBg6yp46/fhiGsf6rps2HEXwrPnW3z28JVwl4zB6LN/kejDIyJSjCAAJ43NVboM1WOTu4xeWVeDf29tULoMIlVhkzuRvI4oceOFa6YqXYbqcYpQRtNLuGEmEREltzMm8MzBRGDAktGwLBvynN0vEUBERKQ0k0GHk8bmKF2GJjBgyWx6SbrSJRAREXXr2NIsOC08ezARGLBkNp3LNRARUZLi9GDiMGDJrDjDhoI0ThMSEVFycVkNOGYkFxdNFAasOJjBUSwiIkoyJ4/JhdHAt/1E4W86DmYO5dmERESUXLjvYGIxYMXBoDQLyvIcSpdBREQEABiUbsHkonSly9AUBqw4OYXbEBARUZI4c1IBBEFQugxNYcCKk2lF6XBzI00iIlKYQSfggiMGKV2G5jBgxYlBJ+D4kZlKl0FERBp37Khs5LosSpehOQxYcXRiaRb0HJElIiIFXTStUOkSNIkBK44y7SZMGZymdBlERKRRJVk2HDWMZ7YrgQErzk4ZzWZ3IiJSxoXTCtncrhAGrDgbl+/kyu5ERJRwVqMOZ08qULoMzWLAijNBEHBSKUexiIgosU4dnwcXz2ZXDANWAswZngEztycgIqIEuvjIwUqXoGkGpQvQArvZgJklbny6u1npUohIgxpXvoH2nSsRbt4HwWCCrbAMucddC3Pmf9+A97yyAP69mw/6Pvek01Fw2v8DAEQD7dj/3u/hr94EU8YgFJzxa1jzhnfdtvajxTCl5yPrqPMTc1DUo/GFaRhd4FK6DE1jwEqQk0dnM2ARkSL8e7cgY8pZsBaMBMQY6j97AdWv34nh1z8HncnadTv3xFORfeyVXf/WGf/bP9q08g2I4QCGXvMMWjb8H2o/eALDrvlT5/3v347A/h3IP+mXiTso6tHFR3H0Smmct0qQoZk2jMi2KV0GEWlQ0cW/hXvCSbBkF8OSOwyDzlyASHsDAgd2H3Q7wWiB0ZHR9aU327uuCzXtRVrZbJgzC5Ex6XSEmvcCAKRYFHVLnkLBqf8Pgk6f0OOi7g1Kt+DUcblKl6F5DFgJdOYYPuCJSHmxkA8AoLc4D7q8bdsy7PjD+Sj/y3Wo/+yvECPBrussuUPhq94ISYzBW7kelpyhAICm1f+ArWhC5+gYJYWrZhbDoOfbu9I4RZhARxWnozDdgprW4OFvTEQUB5Ik4sDHf4atcAwsOSVdl6eNmQNTWi4MzkwEGypRv+yvCDXXYMj59wEAso6+CHUf/RG7/3QljOm5KDj9VoRa9qN1y8coufIp1C55Ct49X8OaPxIFp82H3mL/qRIojjIdJsydwqUZkoEgSZKkdBFa8mVlC578okrpMohSRm1tG9oDUaXLUI3aD/8Ib8U6lFzxBxhdP72EjLfqG1S/dgdG/PJFmNzdv2FXvXobMo44F5H2enTsXouinz2M2iVPQG91Ie+E6+N1CNSDW04cjmuPLTn8DSnuOIaYYNNL3Fx4lIgUUffR0+jYvQbFly3qMVwBgK1gFAAg3FLb7fWeTUuhszjgKp0OX/VmuEZOh6A3wDXqGPiqN8leOx2e02LARVyaIWkwYCWYThBw3vg8pcsgIg2RJAl1Hz2N9p0rUXzZ72FKzz/s9wTrKwEABseh+9hFfa1oXPEq8k+6qfMCUYQkxjp/lhgFRFG+4qnXfjatEA4LO3+SBQOWAmYOzUCek6NYRJQYdR8tRuvWT1F4zp3QmayIeFsQ8bZAjIQAAGFPLRpWvIpA3S6EWw+gfddq1Ly3CLYh42DJHXrI/R34+FlkHnk+jK4sAIBt8Bi0bvkEoaa98HyzBNbBYxJ6fARYjDpcPr1I6TLoBxh1FaDXCThvQh7+9GW10qUQkQZ4NrwPAKh6dcFBlxecsQDuCSdB0Bvgq/oGLevehRgOwujKhmvUTGTPvOSQ+/JWrEfYU4tBZ9/RdVnG1LMQqNuFyhfmwVpQipxZl8X3gOgQ504ehEyHSeky6AfY5K6QmChh3jvbUN8RVroUoqTGJneinhl0ApbMn4ECt/XwN6aE4RShQvQ6AeeyF4uIiAbo9Al5DFdJiAFLQbOHZyKbQ7pERNRPJoMONx03TOkyqBsMWAoy6AScw+0MiIion342rZCjV0mKAUthx43IRKbNqHQZRESUYuxmPX7BRUWTFgOWwox6Hc5hLxYREfXRVTOK4LazzSRZMWAlgRNGZiKLTxIiIuqlDLsJV87gulfJjAErCRj1OlzCzTmJiKiXrp9dApuZS1kmMwasJDFrqBvDs2xKl0FEREmu0G3FhUcUKl0GHQYDVpIQBAFXTeMThoiIenbT8cNgNPDtO9nxfyiJjMp14OjidKXLICKiJDUyz4HTeWJUSmDASjKXTR0Eo15QugwiIkpCt50yEjod3yNSAQNWksl1mnHa6BylyyAioiRz0pgcHD08U+kyqJcYsJLQ+RPz4LZy8VEiIupkNelx26mlSpdBfcCAlYSsRj0um8plG4iIqNMvji1BfrpF6TKoDxiwktSxwzMxKseudBlERKSw4iwbruKioimHASuJXXPUYLCXkYhI2+48fRSXZUhB/B9LYiWZNpxYmqV0GUREpJATynIwYwQb21MRA1aSu2hyAZxmvdJlEBFRglmNOtxx2kily6B+YsBKck6zAVdwSwQiIs259tgS5KdblS6D+klTAUsURSxcuBAlJSWwWq2YMGEC3nrrra7rt23bhjPOOAMulwtOpxOzZs1CRUVF1/c++OCDKCwshNlsxsSJE/HRRx8lpO45IzIxudCVkJ9FRETKK86y4eqZxUqXQQOgqYC1cOFCvPzyy/jzn/+Mbdu2Yf78+bjsssvwxRdfYP/+/TjmmGNgNpuxbNkyfP3117j66qsRjUYBAE899RQef/xxPPbYY9i8eTNOPvlknHXWWdi9e3dCar9++hDYTZwqJCJSO50APDR3DBvbU5wgSZKkdBGJEAqFkJGRgU8++QRHH3101+XXXnst/H4/iouL8eabb2Lnzp0wGg9d5HPQoEG46aabcNddd3VdNm3aNBxxxBH405/+lJBj+Gx3M/70ZXVCfhZRsqitbUN7IKp0GUQJc8X0Ibj9NC4qmuoMSheQKOXl5fD7/TjxxBMPujwcDmPSpElobW3FrFmzug1X7e3tqK2txYwZMw66fMaMGdi0aVNc6/6hOSMysbrKgw017Qn7mURElDjFWTbMO3G40mWQDDQTsLxeLwDggw8+wKBBgw66zmw245ZbblGgqr67YcYQzH93O3zhmNKlEBGRjL6fGrQY2Q6iBpqZ4C0rK4PZbMbevXsxfPjwg74GDx6M8ePHY8WKFYhEIod8r8vlQkFBAVauXHnQ5StXrkRZWVmiDgEAkGEz4efTeFYhEZHaXHb0EEwakq50GSQTzYxgOZ1OLFiwAPPnz4coipg5cyba2tqwcuVKuFwu/OpXv8LixYtx0UUX4c4770RaWhrWrFmDadOmobS0FLfddhvuu+8+DBs2DBMnTsQLL7yAjRs34rXXXkv4scwekYnV1R58vY9ThUREasCpQfXRTMACgIceegjZ2dlYuHAhKisrkZ6ejsmTJ+Ouu+5CZmYmli1bhttuuw3HHnss9Ho9Jk6c2NV3NW/ePLS1teHXv/41GhoaUFZWhvfeew8jRoxQ5FhumF6E+e9+Cy+nComIUppOAB48l1ODaqOZswjV6IvyZixewbMKSd14FiGpHc8aVCfN9GCp0bHDMzF1cJrSZRARUT9xalC9GLBS3PXTh8DBBUiJiFKOUS9g0YXjODWoUgxYKc5tM+LaowcrXQYREfXRr08ZibICboOmVgxYKjBzaAZOLM1SugwiIuql40Zn47KjhyhdBsURA5ZKXH1kIYZm2pQug4iIDiM/zYKH5o5RugyKMwYslTDqdVgwp4T9WEREScygE/D7n41DmvXQbdlIXRiwVCTHacbNxxRDULoQIiLq1s0nDMNErtauCQxYKjNlcBrOGZ+rdBlERPQjM0Zk4upZxUqXQQnCgKVCF00qwNh8p9JlEBHRd7KdJiw8fywEgXMMWsGApUJ6nYD5xxYjw8Y5fiIipel1An53wThk2E1Kl0IJxIClUmlWI+bPLoGeH5aIiBT165NHYNrQDKXLoARjwFKx0bkOXDp1kNJlEBFp1jmTCnDFjCKlyyAFMGCp3FljczFtCPcrJCJKtAmD03Dv2aOVLoMUwoClATfNKkae06x0GUREmpHrMuOpSybAZODbrFbxf14D7CY9bj9+KGxchJSIKO4sRh3+eOlEZPGDraYxYGnEELcVt80ZCoOOXe9ERPH04DllGDOImzhrHQOWhowrcOLGGdxclIgoXq45phinTchXugxKAgxYGnPs8ExcNIlPfiIiuR1bmoX/d8JwpcugJMGApUHnT8zH8SMzlS6DiEg1SvMc+N0F46BjGwZ9hwFLo35x9BBMZI8AEdGAFbqt+POVk+GwGJQuhZIIA5ZG6XUCfj2nBEMzrUqXQkSUsjLsRvzvlZOQzTMG6UcYsDTMatTjzhOGI9vB/bGIiPrKZtLjmSsmoSjLrnQplIQYsDTObTPirhOHwc41soiIes2gF/DkJRMwdhB3yqDuMWARBqdbcfvxXCOLiKg3BAH47dwxmD6cJwvRT2PAIgDAmDwnfjWrCIxYREQ9u/3UkVzrig6LAYu6zByagSunFSpdBhFR0rp6VjEun16kdBmUAhiw6CBnjMnBldMGKV0GEVHSOWdyAW49eYTSZVCKYMCiQ5w5Jpchi4joB86YkI8HzylTugxKIQxY1C2GLCKiTqeOy8Uj543hKu3UJwxY9JMYsohI604em4tHLxgHPcMV9REDFvWIIYuItOqEshz87oKxDFfULwxYdFgMWUSkNSeNycFjPxsHg55vk9Q/fORQrzBkEZFWnDouF4suZLiigeHW39RrZ47JBQC89NV+hSshIoqP0yfk4bfncVqQBo4Bi/qEIYuI1OqcyQV48Jwyni1IsmDAoj47c0wuBAh46asaSEoXQ0Qkg2uOKcb8k7iIKMmHAYv65YwxOXBZDHjmy2pERcYsIkpNggDcfmopLp8+ROlSSGUYsKjfjhmWgQybEYuWVcIfjildDhFRnxj1Ah45byxOG5+ndCmkQjxFggZkbL4Tj5w2Ell2o9KlEBH1ms2kxzOXT2K4orhhwKIBG+y24rdnlKI4w6p0KUREh5VhN+GFa6bi6OGZSpdCKsaARbLIsJnw0GkjMXGQS+lSiIh+UqHbild/cQTGJPFr1eeffw5BENDa2jqg+6mqqoIgCNi4caMsdVHfCJIksUOZZBMTJfzvqr1YtrtZ6VJIJWpr29AeiCpdBqnAqHwn/nzFJGQ5zUqX0qNwOIyWlhbk5uZCEPq/ZEQsFkNjYyOysrJgMLDlOtEYsCgu/rmxDn//pk7pMkgFGLBIDseNzsaj54+FzcygQYnBKUKKiwsm5uNXM4tg4IJ9RKSwXxxbgqcumaBYuJo9ezZuvvlm3HLLLXC73cjNzcVzzz0Hn8+Hn//853A6nRg+fDg+/PBDAIdOEVZXV+PMM8+E2+2G3W7HmDFjsGTJEgCAx+PBpZdeiuzsbFitVowYMQIvvPACgO6nCL/44gtMmzYNZrMZ+fn5+M1vfoNoNHpQrfPmzcPtt9+OjIwM5OXl4f7770/I70ltGLAobmaPyMSdJwyDzciHGRElntWow2M/G4d5Jw4f0FSbHF566SVkZWXhq6++ws0334wbb7wRF1xwAaZPn44NGzbgpJNOwuWXXw6/33/I9950000IhUJYvnw5tmzZgt/97ndwOBwAgHvuuQfffvstPvzwQ2zfvh3PPvsssrKyuq1h//79OO2003DEEUdg06ZNePbZZ/HXv/4VDz/88CG12u12rF27FosWLcKDDz6Ijz/+WP5fispxipDirqrFj0WfVqLBG1a6FEpBnCKk/shLs2DxpRMwukD5ZvbZs2cjFothxYoVADp7o9LS0jB37ly8/PLLAIADBw4gPz8fq1evRjAYxJw5c+DxeJCeno7x48fjvPPOw3333XfIfZ911lnIysrC3/72t0Ouq6qqQklJCb755htMnDgRd999N95++21s3769K3A+88wzuOOOO9DW1gadTndIrQAwbdo0HHfccXj00Ufj8etRLQ4tUNwVZ9jw+7NGYergNKVLISINmDQkHX+/8cikCFffGz9+fNff9Xo9MjMzMW7cuK7LcnM793ltaGg45HvnzZuHhx9+GDNmzMB9992HzZs3d11344034s0338TEiRNx++23Y9WqVT9Zw/bt23H00UcfNJo3Y8YMeL1e1NTUdFsrAOTn53dbF/WMAYsSwm424I7jh+LSKQVgWxYRxcvcKQX429VTkOkwKV3KQYzGgxdjFgThoMu+Dz2iKB7yvddeey0qKytx+eWXY8uWLZg6dSoWL14MADj11FNRXV2N+fPno7a2FscffzwWLFgge63d1UU9Y8CihBEEAeeOz8O9J49AupVn8hCRfPQ6Ab85vRQPnjsGRoP63toGDx6MG264Ae+88w5+/etf47nnnuu6Ljs7G1deeSVeffVVPPnkk/jLX/7S7X2MHj0aq1evxg87g1auXAmn04nCwsK4H4PWqO9RSElvbL4Tvz9rNMpyHUqXQkQqkOsy468/n4LLjlbnhs233HILli5dij179mDDhg347LPPMHr0aADAvffei3//+98oLy/Htm3b8P7773dd92O//OUvsW/fPtx8883YsWMH/v3vf+O+++7DrbfeCp2OcUBuHEYgRbhtRtx3ygi8/nUt/r21XulyiChFHVOahUfmjoHbnlxTgnKKxWK46aabUFNTA5fLhVNOOQVPPPEEAMBkMuHOO+9EVVUVrFYrZs2ahTfffLPb+xk0aBCWLFmC2267DRMmTEBGRgauueYa/M///E8iD0czeBYhKe6r6lY8/WU1/OGY0qVQEuJZhNQdg17ALScOx5UzihRfgoGoOwxYlBQOtIfw2GeVqGoJKF0KJRkGLPqxQrcVv//ZOIwr5JnJlLwYsChphKMi/rpmHz7lPob0AwxY9EMnj83F/eeMhtNiPPyNiRTEgEVJ5/PyZvxtbQ2nDAkAAxZ1Mht0uP20kfjZtMFKl0LUKwxYlJSafWE8u3IvNu5vV7oUUhgDFg3LsWPRheNQmudUuhSiXmPAoqT26a4mvPRVDfwRLnKnVQxY2qXXCbhqZhFuOm4YTCpc24rUjQGLkl6TN4xnV1ZjU22H0qWQAhiwtGlYjh0Pzx3DRnZKWQxYlDI+3tmEl9fVIMDRLE1hwNIWjlqRWjBgUUpp/G40azNHszSDAUs7OGpFasKARSmJo1nawYClfhy1IjViwKKUxdEsbWDAUrfhOXY8xFErUiEGLEp5/9nRiFe/ruW6WSrFgKVOdrMeN84ZisuOHgKDnqNWpD4MWKQKbYEIXv26Fp/vbgYf0OrCgKU+p4/Pw4JTRyLbaVa6FKK4YcAiVdnV6MNf1+xDRZNf6VJIJgxY6jEi14G7zijFESUZSpdCFHcMWKQ6oiRh2e5mvL6+Fu0hvjGnOgas1OcwG/DL44bikqMGczqQNIMBi1TLG4riH9/UYemORsT4KE9ZDFip7YwJ+VhwyghkcTqQNIYBi1Rvf1sQr6zbj/X72pQuhfqBASs1jSt0YcEpIzGl2K10KUSKYMAizdhS24GX1tWgqiWgdCnUBwxYqaUky4Z5Jw7HiWNylS6FSFEMWKQpoiThs93NeHNDHTyBiNLlUC8wYKWGXJcZNx43FOdOHgS9TlC6HCLFMWCRJgUjMSzd0YT/21aPVr55JzUGrOTmshpw7TEluPSowTAb9UqXQ5Q0GLBI00JREf/Z2Yj3tjRwRCtJMWAlJ6tRh0uPHoKrZxXDZTUqXQ5R0mHAIgIQjor4ZFcT/rWlHi1+Bq1kwoCVXEwGHc6dXIAb5gzlQqFEPWDAIvqBSEzEst3NeHfzATT5GLSSAQNWcrCb9bjwiEJcMaOIwYqoFxiwiLoRiYn4vLwF724+gAZvWOlyNI0BS1lumxGXHT0EFx01GGmcCiTqNQYsoh7ERAmflzfj3c31ONARUrocTWLAUkZemgVXzSzCeVMGwWpi8zpRXzFgEfVCTJSworIF722tx15PUOlyNIUBK7FKsu24ZlYxTp+QByO3tSHqNwYsoj7aXu/F0h2NWFPViqjIp0+8MWAlxpFDM3DxUYNx3Khs6LiOFdGAMWAR9VNbIIJPdjXj451NaPKxTyteGLDix2kx4KxJ+fjZtMEYmm1XuhwiVWHAIhogUZLw9b42LN3RhE3728EnlLwYsOQ3Ot+Jn00rxOkT8tlfRRQnDFhEMjrQHsJ/djbis93N6AjFlC5HFRiw5GEy6HDSmFxcdGQhJg5JV7ocItVjwCKKg3BUxKo9Hny0oxHlTX6ly0lpDFgDMyzHjrMnFeDcyQVw201Kl0OkGQxYRHFW2ezHl5UtWLWnlb1a/cCA1Xc5TjNOHZ+HMybkYXSBS+lyiDSJAYsoQSRJwq5GH1bt8WB1VSu35OklBqzesZv1OLEsF6dPyMORQzN4JiCRwhiwiBQgShJ21Huxco8Ha6tb0coA8ZMYsH6aQS9gxvBMnDExH3NGZcNiZMM6UbJgwCJSWEyU8O0BL1bt8WBNtYfN8T/CgHUwi1GHo4ZlYPaobBw/Ood9VURJigGLKInERAlb6jqwao8HX1W3whtm2GLAArIcJhxbmo05o7Nx1LAMjlQRpQAGLKIkFRMl7G70YXNtBzbXtmN3ow8xDT5btRqwRuQ6MHtUNuaMysa4QhcEgT1VRKmEAYsoRQQiMWyr68Cm2g5sqe1ATZs29kTUSsByWQ2YWuzGkUMzcGxpNgozrEqXREQDwIBFlKKafeGu0a0tdR2qbZRXa8ByWQyYUuzGESWdX6V5Tp75R6QiDFhEKiBJEqo9AWyp7cDm2g7sbvSppn9LLQHLaTFgclE6pg3NwBElboxioCJSNQYsIpWq7wihosmPyub/fnlT8AzFVAxYJoMOI3MdKBvkQlmBE2MHpWFErgN6BioizWDAItKQ+o5QZ9hq8qMiRUJXsgesH4epMQUuDM91wKjXKV0aESmIAYtI4xq+C10VzX5UtwTQ0BFGgzeEcJKcspgsActi1GFwhg3FWTYUZ9lRnGnDyDwHwxQRdYsBi4gOIUkSPIEI6jvCqO8IoeG7P+u9nX/3+CNI1AtHIgOWXicgP82C4iwbirJsKM60oyjLhpIsG/LSLFwqgYh6jQGLiPosHBXR6P0udHWE0OANozUQgS8cgzcUgy8c7fp7VBzYS4wcAcugE5DpMCHbae78cpmR7TB1/uk0I+e7yzPsJjaeE5EsGLCIKK5CUbEzcIVi8IZj8IWi3/0ZgzcchT/cGcJEqXOPRlECRFGCKEmQADQ2+RCNSRAEAToB0AkCdDrAYtTDbjbAbur802bSw2b+799/eJ3TYmBwIqKEYsAiIiIikhk7M4mIiIhkxoBFREREJDMGLCIiIiKZMWARERERyYwBi4iIiEhmDFhEREREMmPAIiIiIpIZAxYRERGRzBiwiIiIiGTGgEVEREQkMwYsIiIiIpkxYBERERHJjAGLiIiISGYMWEREREQyY8AiIiIikhkDFhEREZHMGLCIiIiIZMaARURERCQzBiwiIiIimTFgEREREcmMAYuIiIhIZgxYRERERDJjwCIiIiKSGQMWERERkcwYsIiIiIhkxoBFREREJDMGLCIiIiKZMWARERERyYwBi4iIiEhmDFhEREREMmPAIiIiIpIZAxYRERGRzBiwiIiIiGTGgEVEREQkMwYsIiIiIpkxYBERERHJjAGLiIiISGYMWEREREQyY8AiIiIikhkDFhEREZHMGLCIiIiIZMaARURERCQzBiwiIiIimTFgEREREcmMAYuIiIhIZgxYRERERDJjwCIiIiKSGQMWERERkcwYsIiIiIhkxoBFREREJDMGLCIiIiKZMWARERERyYwBi4iIiEhmDFhEREREMmPAIiIiIpIZAxYRERGRzBiwiIiIiGTGgEVEREQkMwYsIiIiIpkxYBERERHJjAGLiIiISGYMWEREREQyY8AiIiIikhkDFhEREZHMGLCIiIiIZMaARURERCQzBiwiIiIimTFgEREREcmMAYuIiIhIZgxYRERERDJjwCIiIiKSGQMWERERkcwYsIiIiIhk9v8Ba5ty3GtV9BEAAAAASUVORK5CYII=",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2013-12'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 48,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "1c93829d47c548a2a91d1eeca95b82f1",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2014-03'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 49,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
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"model_id": "58e501bf677440f5a97c21d519e48883",
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"version_major": 2,
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"version_minor": 0
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},
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",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2015-04'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 50,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "73c65efcfb7341a2b1d115fe650fbdfb",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2015-09'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 38,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "68b59b7665c8424894d9a5f2ccc8d6c6",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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"\n",
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" Figure\n",
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" </div>\n",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2015-12'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 39,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "e554c9bb1c5a4e0ca8a5866959b58455",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2016-11'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 51,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "10e319a5a8434e0ba98e345d02be020d",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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4+rM1e2rxv4Ul+KF4P3xBdc7UEbUXP04Qbr31Vrz88st48sknMXz4cJSWlmLdunVNl99+++147LHHUFBQgNtvvx0XXHABNm3aBJ1OB6/XiwEDBmDy5MlwOByYNWsWLr74YuTn52Pw4MFN9zF9+nTceOONWLhwIRYsWIBx48Zh2LBhGDVqFEKhEMaMGYOsrCwsXLgQNTU1uOmmm+T4VnRYZb0fz3+3Ge/9tgNBtU5FkGw0Og2gwk79GQkmeINtG3cwLGJhSSVWlFZjaI4bfdMd0MbAfodEh8I2DXGupqYGHo8Hzz77LMaPH9/ssoNF7v/73/9w2WWXAQDWrFmDXr16Ye3atejRo0er93nGGWegR48eeOyxxwA0zmCFQiH89NNPTdcZPHgwTjzxRDz88MP48ssvceaZZ2L79u1ITU0FAHz77bcYNWoUPvnkE4wZMyYCz1wa/mAYby0owf9+2IJqr3o6XJNyCALQtyAJDSoL5lkJJqQ6O15blWDW4/h8N7p5bBKOikg5OIMV59auXQufz4eRI0ce8jq9e/du+vfBHeHLysrQo0cPhEIhPPjgg3j//fexc+dO+P1++Hw+WCyWQ97HwfspKysDAKxfvx6ZmZlN4QpAs9kvpZq9vBRPfbMJuyq9cg+FVKxLgll14QoActxtWx48lIqGAGau2oMuziqckJ+IdLZ2oBjDgBXnzOYjn0b95x3kBaFxSj8cbvzF+uijj+Lpp5/GU089haKiIlitVkyYMAF+v/+Q93Hwfg7eh9ps3VeHez9di9+2VMg9FIoBXdxmVKksX6U7jGgIhpp+H3TGziov3lqyE73T7Dg+PxFmvbL2YyTqKBa5x7mCggKYzWbMnTu3Q7efP38+zjrrLFx00UXo06cP8vLysGHDhnbdR/fu3bF9+3bs2bOn6diiRYs6NJ5ICgTDeH5eMcY++yvDFUnGbNIf+UoKk++xSBKu/mxFaQ1eWViCVaXc4JxiA2ew4pzJZMLkyZMxadIkGAwGDBs2DHv37sXq1asPu2x4UEFBAT788EP88ssvSEhIwBNPPIE9e/agsLCwzWMYNWoU8vPzcemll2Lq1KmoqanBHXfcAQCS/xLvqN+3VuCeT9di8142CiVpdWaZTQ4emwG+UAiNm+RIqz4Qxux1e7Fydw1O7uZBotUg+WMQRQsDFuHOO++ETqfDXXfdhV27diEtLQ1XXHFFm257xx13YPPmzRg9ejQsFgv+85//YMyYMaiqanuLAq1Wi5kzZ2L8+PEYNGgQ8vLy8Oijj+LMM8+EySRvXUZVQwBPfLkRHy/ZCZ4OQlJzmHWNDUYV8kGiLbonW+GP8PL+9kovXl+0HUdnJ2BIdgLPNiRV4lmEpEjz58/H8OHDsWnTJuTn58syhtnLS/HInA3YX+s/8pWJOqBPlhM+vXo+57otehQkmyFGYPbqUBItepzSI5n7G5LqMGCRInzyySew2WwoKCjApk2bcP311yMhIQE///xz1Meyvbwe93++DvM37o/6Y1N8Ob4wGXtUtEXOsNwEBMToL2kKAPp2ceC4vEQYdSwdJnVQz0cnimk1NTWYPHkySkpKkJSUhJNOOgmPP/541MfxwaIdmDpnAxr86nnTI/UKq2hp0GHSIShDuAIAEcDSndUo3l+PM3omI4ObSJMKcAaLCEBFnR93z1yDeWv3yj0UihM6rYAeuW4EVfIbeEiuCyEFvF0IAnBMlgvDctzQsDaLFIwBi+Le/I37ccfHq7C3hrVWFD1dU2zQ2TreCT2arAYtirrYEFbQu0Wa3YgzClOQYFFfmwuKDwxYFLf8wTCe+Goj3v61hGcIUtQN65aE/Srp4H5MthNhBU4W6bUCRnZNQu90h9xDIWqB1YIUlzbsrsHfn1+ItxYwXJE89AZ1dCw36TQQFPpOEQiJ+HL9XsxctRsNAdZNtte4ceMk3+v19ddfh8vlkvQ+1YpF7hRXRFHEWwtK8OTXm+APqqvBI8WWGpW8/orS7VD6RNuGvXXYVe3F6T2Ske22HPkGMWbEiBHo27cvnnrqqXbd7umnnwYXsSKHAYvixr5aH27/aDXbL5DsUhxG1AWUH7D0WgEGnYCAkoqvDqHWF8J7y0sxKNOJ4/IS2Zy0DZxOp9xDiGkKnfglktaSbZU477+/MlyRImQmqWOWpXe6XRXh6s8Wba/Cu0t3osYXlHsoLXz44YcoKiqC2WxGYmIiTjrpJNTV1WHEiBGYMGFCs+uOGTMG48aNa/r6ueeeQ0FBAUwmE1JSUnDuuecCaFzm++GHH/D0009DEAQIgoCtW7ciFArhsssuQ25uLsxmM7p3746nn3662WP8dYlwxIgRuO666zBp0iS43W6kpqZiypQpzW7zxBNPoKioCFarFZmZmbjqqqtQW1vb4rnOnDmzabyjR4/G9u3bO/W9UyMGLIp5by0owb9eXcyzBEkx7Gbl77Gn1Qgw6dX5FrGr2oc3Fu9ASUWD3ENpUlpaigsuuAD/+te/sHbtWnz//fcYO3Zsm5boFi9ejOuuuw733nsv1q9fjy+//BLHHXccgMZlviFDhuDf//43SktLUVpaiszMTITDYWRkZOCDDz7AmjVrcNddd+G2227D+++/f9jHmj59OqxWKxYuXIipU6fi3nvvxTfffNN0uUajwTPPPIPVq1dj+vTpmDdvHiZNmtTsPurr6/HAAw/gjTfewPz581FZWYl//OMfHfiuqRuXCClmNfhDmDJzDWat2C33UIia8amg7qV3mvpmr/6szh/C+8t34bi8RAzOcsk9HJSWliIYDGLs2LHIzs4GABQVFbXptiUlJbBarTjjjDNgt9uRnZ2Nfv36AWhc5jMYDLBYLEhNTW26jVarxT333NP0dW5uLhYsWID3338f559//iEfq3fv3rj77rsBAAUFBXj22Wcxd+5cjBo1CgCazbTl5OTg/vvvxxVXXIHnnnuu6XggEMCzzz6Lo48+GkBjaOvZsyd+++03DB48uE3PORao8+MJ0RFsL6/HhS/+xnBFimMxaFGhwOWrP9MIgNWkjrMcDycsAt8X78fCbZUIyRwW+/Tpg5EjR6KoqAjnnXceXn75ZVRUVLTptqNGjUJ2djby8vJw8cUX4+2330Z9ff0Rb/ff//4XAwYMgMfjgc1mw0svvYSSkpLD3qZ3797Nvk5LS0NZWVnT199++y1GjhyJLl26wG634+KLL8b+/fubjUen02HQoEFNX/fo0QMulwtr165t0/ONFQxYFHN+Ld6Pfzz/GzbuaVkXQCS33GRrVDdL7oheqTb4Q8ovwm+L7AQzquuD+G1rpaxbYGm1WnzzzTeYM2cOCgsLMW3aNHTv3h1btmyBRqNpsVQYCASa/m2327FkyRK8++67SEtLw1133YU+ffqgsrLykI83Y8YM3Hzzzbjsssvw9ddfY9myZfjnP/8Jv//wpRJ6ffPGrYIgIBxufC1s3boVZ5xxBnr37o2PPvoIv//+O/773/8CwBHvNx4xYFFMefOXElw+fSmqGgJHvjKRDBLtyu7eLgBwxUh3dLdFD7eh8bnU+kJYuLUS5XXyBQFBEDBs2DDcc889WLp0KQwGAz755BN4PB6UlpY2XS8UCmHVqlXNbqvT6XDSSSdh6tSpWLFiBbZu3Yp58+YBAAwGA0Kh5uFx/vz5GDp0KK666ir069cPXbt2RXFxcafG//vvvyMcDuPxxx/HMcccg27dumHXrl0trhcMBrF48eKmr9evX4/Kykr07NmzU4+vNqzBopjgD4Zx72drMXNJyx92IiURtBoAyp0d6pligy8GZq+MOg1ynGaI4h+zhYGQiCUl1eiWYkWWO7obRi9cuBBz587FySefjOTkZCxcuBB79+5Fz549YbVaceONN2LWrFnIz8/HE0880Wx26osvvsDmzZtx3HHHISEhAbNnz0Y4HEb37t0BNNZCLVy4EFu3boXNZoPb7UZBQQHeeOMNfPXVV8jNzcWbb76JRYsWITc3t8PPoWvXrggEApg2bRrOPPNMzJ8/Hy+88EKL6+n1elx77bV45plnoNPpcM011+CYY46Jq/orgDNYFAOqGgIY/9rvDFekeBoBqJRxmaotkmzqn70SAPT02JqFq4NEAOv31GHd7tqoNtl0OBz48ccfcdppp6Fbt26444478Pjjj+PUU0/Fv/71L1x66aW45JJLcPzxxyMvLw8nnHBC021dLhc+/vhjnHjiiejZsydeeOEFvPvuu+jVqxcA4Oabb4ZWq0VhYSE8Hg9KSkpw+eWXY+zYsfj73/+Oo48+Gvv378dVV13VqefQp08fPPHEE3jkkUdw1FFH4e2338ZDDz3U4noWiwWTJ0/GhRdeiGHDhsFms+G9997r1GOrEfciJFUrrfTiijeWoLisTu6hEB1RTpIFJmd0Z07ao5vHCpdV/Qsbhck2GDVHLtJPthtQlG6Hhk1JKQI4g0WqtWF3DS566TeGK1KNtATlhisASHUovz/XkWS7zG0KVwBQVuPH79urEIiBJVFSHgYsUqXfNpfj0v8txp5qn9xDIWozo1G5s0N5iWZ4VR40Esx6uE3tC4mV9UEs3lYFLzeLJokxYJHqfLlyN654YylqvMruJUT0Vw0K3jU5I8Ek9xA6xajVINfVsRnCWl8Iv22tQq3C+5ORujBgkaq8+UsJJr6/Ev6guj9pU/xxW/WoUmiBe1aCCV4V/0wJAHomt17U3la+YBiLtlahop4tXkgaDFikCqIo4rEvN+CR2evB0zJIjXI8VrmHcEg5UW5ZILUeHhuEToSrg4JhEUtKqlh6QJJgwCLFC4TCuOXDVXj9521yD4Wow+wWZRaQpzuMaAgqc2atLbJcJhg10r2VhUVgxc4abC9XzkbRpE7KrbgkQmO4umnGCsxbu1fuoRB1SkhQZiuAfI9FtY1FE8w6JJoi0xl/3Z46BMMicpMsEbl/in2cwSLFYriiWGHQaVCuwALqZJsBvpA6Z68MWgE5rsguu27aW4/N+468qTJRaxiwSJEYriiW5HqsCCuwdrBbshVQ+MbTh1KYbG9syx5hxXvrsWkve+1R+zFgkeIwXFGsSXYqrwWC26KHP6zO2aueEhW1t9WWfQ3YyIbG1E4MWKQogVAYN7+3kuGKYopGp7xftT1T1Dl7lemUtqi9rbbub8AmhixqB+X91FPcOhiu5q4pk3soRJKqCSiriNxp0iGkwn4nLrMOHrMRgkwnDGzZ34BiLhdSGzFgkSIwXFGsSneZUK+wJp690mxQ1oiOzKAVkOeyRqPs6rA272tg4Tu1CQMWyY7himJZZqKyTvO3GrQIyx5T2q8w2a6YJsPFe+uxhSGLjoABi2QliiJu+3AVwxXFLLNJWe0Gj0qzKfKMxsORqlO7lDbtrcf2CjYjpUNjwCJZPfblBsxZuUfuYRBFjE9BYcak10CG+vBOyXCaYFLooNftrkMZt9WhQ1Dmq5biwvT52zB9foncwyCKGLtJhwqvchqM9k6zI6SgwHckTpMOHrNBtqL2tli5qwaV3CCaWsGARbKYvWI3Hvtyg9zDIIqoXI8VUEg4MGgF6HXKGEtb6LUC8hIsUHoribAILN1ejVoFduoneTFgUdQtLC7H7R+tUkzBKlGkJNgjs09eRxSlOxBQUfFVoccOKKzu6lCCYRFLS6rhDaizcStFBgMWRdW60hpc/85yBNS0TkHUQUrJB1qNAJNeIYNpgx4eKzQKn7n6K28wjKXbqxFQ6cbZJD0GLIqaXRUNuPKNJZxKp7ig0wio8CvjzbZ3ml01s1ddHCaYNFq5h9Ehtb4Qlu+oQZjT8wQGLIqSqvoALn9jKfbW+OUeClFUZCdZFBFqNAJgNakjsDhMOiRblF3UfiQV9QGs2lUDkSEr7jFgUcT5AiFc/dZSbOEWExRHUlzK2OD5qDQ7/CpYttJrBHRVQVF7W+yp9mMD9y2MewxYFHFTPl2LZSVVcg+DKKoMBvkbjAoAnGZ1zF4VptggKqVoTQIl5V7sqPDKPQySEQMWRdRbC0rw+bJSuYdBFHW1Cth/sGeKFT4VnFDS3WOFRoy9t6N1u2tRwR5ZcSv2XtGkGIu2lOOxOex1RfHHYzeiNiB/wEq0G+QewhGlO4ywqLSo/UhEACt2sH1DvGLAoogorfTiphkrEVRAkS9RtGUlyb/BczePFT4FzKIdjsOoQ6rVqJhmrJHgD4lYtqMGIf4ujDsMWCQ5XyCECe8uR3kdzxik+GQ36+UeAlIdyp690mkE5LstMVV3dSj1/hBKq7hnYbxhwCLJ3ffZOqzeWS33MIhkE5B5RiYv0Qyvws8c7JWsnk7tnWHWa5DhMsMbEFFZzx6A8YQBiyT17q/bMXPpLrmHQSQbk16DCq+8hc0ZCmkRcSjdktTXqb0jEix6pNpN0BwI3PtqA/AqoDaPooMBiyTz+9YKPDJnvdzDIJJVXrINYRnDQ1aCSdGzV+kOI6za2Cxq/7NUhxFOk75FfdnuKj/rseIEAxZJYk+1FzfOWIGgCk4JJ4qkRJk3eM5xm2V9/MOxG7VIscR2UbtWIyArwQyzXtdqR/pgWMTuKj87vccBBizqtHBYxOT3V2F/LYvaiTQ6+X6tpjuMaAgqsyWATiOgwG1FLHRqPxSLQYNMlxlazeFfAw2BMMrrWI8V6xiwqNNe/WkrFm+tkHsYRLITBKDKf+iAs37Wa/joXwOw/J3Hmo4tn/EEPrv2BMy+6TSULJjd7Po7Fn2D+U9PaPPj53ssit3Hr1eyPabPGEyw6JFsM7X5+19RH0SdT5lhmKTBgEWdsnpnNZ6dVyz3MIgUISPBDO8hlsnLt6zG5h8+hjOjoOnYrmU/YvuvX+LYG/+LovOuw++v3w9fTeOHlUB9DVZ//Bz6XTS5TY+dbDPAF1LmG3asF7WnHai3am+43VPtZ1lFDGPAog5r8Icw+YOV/AVBdEAXd+sNRoPeeix66Q70v/QO6K2OpuM1pVvg6TEACbmFyDzmFOjNVtTtazwLd+UHzyDvhHNhSUxr02N3S1bm8luqPXaL2nUH6q1Mh6i3OpKwCJTVsLQiVjFgUYdNnb0eW/fVyz0MIsUwm1oPEkvfehipvYcjpdfRzY47MwtQsXUN/HXVqNi6FiG/D7bkTOzbsBSV29ah60n/aNPjJlr08IeVN3tlM2qRFqOd2i0GLTLaUG91JPX+MKobWI8Vi+Tf7p1Uad7aMnyweKfcwyBSlIZWMs72hV+hcts6nHjXmy0uSz1qKLKOOQ3z7rsYWr0RAy+bAp3RjKVvPoSBl92D4u8+RPG378Fod6H/pbfD0SW/1cftmWqFX2Gn/us0Arq5bYjFk+XcFj0cZj0EiWYM99UGYDFoodPGXhCNZwxY1G57a3y4+5M1cg+DSFFcFj0q/1LgXl++G8vffQzH3vQctPrW2zcUjrkchWMub/p6zacvIbnwaGi0Oqz7/BWMuvc9lC7/CYv+dxdG3v12i9s7TTpF7vlZmByb4SrdaYRRJ+1b58GlwnSXvC0+SFoMWNQuoiji9o9Wo6Je3k7VREqT47HC+5djFVvXwlddjrn3/F/TMTEcwr4NS1A8732c/dICCJo/lhWrS7egZMFsnDTlHWz96VMkdesHoyMBGYNH4ffX7kGgoQ56s7XZY/RKtSEIZSWZgkQLtDFWgaLTCEh3mjq9JHgoB5cKHWa+LccK/k9Su7y1oAS/bNov9zCIFMdpNcD7l9Puk3sOxkn3vtfs2O+v3gN7Wg66nXpps3AliiKWTn8Qvf9xI3QmC0QxDDHUWJsTPvC3KDbv0G4zaBEWRCgpX6XajbBJPMMjN6tBC4/NGPEWGFwqjC2x9VNAEVVcVosnv94k9zCIFCnUysSG3myFM6Nrs2NaoxkGq7PF8a0/fgKjPQHpfY8DACR27YM1n76I/cUrsWflfNjT82Cw2Jvd5qh0O8IKWoezGrRItxohKvBsxo5yW/VwmKSrtzocLhXGFgYsahNRFHHPp2vhDyp3jzMiuei1Aiq9HT+Lz1u1H+u+eBUjbnut6Zg77yh0G30RfnnqehgdCRh42T3NbmPSayAoaPZKKwjonmiNmWaiAoA0pwlGXXRbTHCpMHYIIjdEojb4cNEOTPl0rdzDIFKkghQbtLbozjoMznIqqtFOUYodOkFBA+qESNdbHYlGALLcJi4Vqlxs/DRQRO2r9eGJrzbKPQwixUpxmaL6eAatoKg3366JlpgJV1aJ+lt1BhuQxobY+ImgiHpk1npUe9kIj+hQdProLiMVpTsQPMTiw3fvvIDJJ3bFZ8/e33Ts8+cewJSzBuDBvw/H0m8/bXb9Fd/Pxuu3/bvDY0mxGWGPkaL2RKs+KsXsbcEGpOoXGz8VFDE/b9iHOSv3yD0MIkWrDkSvi7pOI8CkFxBopffV9nUrsPCLGUjL69F0bM0vc7Fs7ucYP/V17NuxFR88egu6DToWVqcbDbU1+OrVJzD+0Tc6NBarQYt0mxFK3KKnPeSqtzoSnlWobpzBokNq8Idw32esuyI6nDSnCfXB6JWyFqXZWw1XvoY6zHjwRpxz0wMw2//Y77CspBh5fY9GRvci9B15JkxWG8pLdwAAZr/0CI4580IkpKS3exxaAeiWqMz9D9tDrxWQmWBWXLgCuFSodgxYdEjPzSvGzsq/tk4koj/LSDRH7bE0AmA1tf5re+bTU9Dj6BEoGDCs2fG0/B7YuX4l6muqsGPDKgR8XiR2ycaWlYuxa+NqDBt7aYfGUphsB1R+xqDNqEUXp7z1VkfCpUL14hIhtWpdaQ3e/KVE7mEQKZ7NokdNa5sQRkCvVDv8oZazV8vmfYFdG1fjmuc/aXFZ90HHod9JZ+HZK8+G3mjC+ZMfhcFkxsyn7sJ5k6fi18/exvxP3oTVmYCxN96P1NxuRxxHfgwUtSdZ9bAZ9YqotzqSfbUB2IxaaDTKHyv9gQGLWgiHRUyZuUaR+5sRKY03Sq3hBAAuixa+vwSsyrJd+Py/92H81OnQG1pvFTFq3PUYNe76pq+/mf4MuvYfCq1Wh7lvPYcbXpmFtQu+w/sPT8R1L37a6n0clGwzwK5X71tHY72V9PsJRlJYBMrrg0iy6eUeCrWDel5hFDUfLt6JVTur5R4GkeJZjVpU+oKIRh1Sz1Rbi3AFADs3rEZtxX48c/lZTcfC4RC2rFiEBTPfxANfrYFG+0d9UVlJMZZ++ymuf+kzLJ7zIXJ7D4LNlYg+I07Dh4/eAl99LYwWW6tjsOi1yLCbVbuJs14rIN1hgkbBS4KHUlUfhNOshV6rvrHHKwYsaqbOF8R/5xXLPQwiVcj1WBGMUpF3ok0PXys7KXTtPwQ3vDK72bEPpk6GJzMPIy64vFm4EkURHz9xB8648jYYzVaEQyGEg431PaGD+x6GW5+S0whA9ySrasOVzahFklUZLRg6QgRQXhdEisMg91CojRiwqJlXf9qK/bU8ayWS9s5/F9Xr58O/fzsEnQGWjEKknDgexsTMpuv4K3Zh97cvoX7HaojBAGz5A5F28tXQ2RIAAOGgH7tmPYmaDQugsyUg7ZRrYcvt33T7fQveR6B6L9JGXx315xdP3HYjyvyRXyPs5rG2Gq4AwGixtaibMpjMsDgSWhz/bdZ7sLrcKBw6EgCQc9QAfPPGM9i2ZinW//YDkrO7wmxzoDW9VFzUrqZ6q8Op8YbgModh1HMWSw34v0RN9lR78cb8bXIPI+bVl6yEe8DfkDvuaeRc+DDEUAjb3rkVYX8DACDsb8DWd24FBAE5/zcVuZc+CTEUQMn7d0EUG99kK5bOhnf3RuSOewoJ/U7DjpkP4eCuV/7KUlQsm4PkEePkeorxI0rLNakSzFrUlO/Dd28/j7OuuavpWGbPPjjuvMvw+m3/xorv5+D8SY+0ett8tzqL2gUAXVwm2E0G1Yerg/bVBuQeArUR9yKkJnd8vBozl+ySexhxJ1hXifVPnY+cix+DNas3ajcvxrYZd6DHTR9Ba7QCAELeOqx7fCyyL3wIttz+2DXnGWiNVqSceBnCAR/WTj0T3Se8D53VhW3v3oaEfqfB0WO4zM8stmkE4KiuiYj0BFZ+ogWJdvmKmz1WAzLsJqit35Ve27ifoEaFwfBI0pwGWI3K69tFzcXeK486ZP3uGny2lOFKDiFfHQBAa7IDAMRg4ydUQfvHm6qg0wOCgPrtqwAAppQ81G9fhXDAh9rNi6GzuaG1OFG5ai4EnZ7hKgqyk6wRD1cA0MUV3U2k/+xgUbvawpX9QH+rWAxXALC/NgDOjSgfa7AIAPD4lxvBrgzRJ4ph7P7mBVgyesGUnAsAMHfpCY3BhD3zXkHKCf8ERBF7vnsVEMMI1pYDABL6nAJv2RZsenE8tBYnMsbegZC3BmU/vIHcix/Fnu9fQ/WaH6BPSEOX02+C3pEk59OMSakuEyoiHLCyEkzwhqLUB+IvDha1Q2W/Fzw2A2wGHRAjS4Kt8YdEVHtDcJr5Fq5k/N8hzN+4D79s2i/3MOJS6ZfPwrd3K3IveaLpmM7qQubYO7BrzjSUL5oJCAKcvU6AKbUrcOATuaDVIf2Ua5vd187PH0PioDFo2F2Mmg2/IH/889i34AOUfv0css69CyQtk1EHRLjDdo7bLFvAUlundgFAussEgzY+ls7K6wKws/moojFgxblwWMRjX26UexhxqfTLZ1Gz8VfkXvI49A5Ps8tseQPR7erpCNZXQdBooTXZsP6pv8PgSm31vuq2LoNv7zakn34D9sx9Gbb8wdAYzHAUHofyNw/fOJI6pvYQZ/VJJd1hREMwJEtxdp7bAr2KltcMWgFpMVpvdSihMFBRH0Qim48qVvy8GqlVM5fuwsY9tXIPI66IoojSL59F9fr5yLnoURhcaYe8rs7ihNZkQ+3WpQjWVcLebUiL64SDfpR+9SzSTrsegkYLUQxDDDfOrIihEMRD9DWijku0GVATiOz3Nd9jkSVceawGOA3q+extN2ljtpj9SCobggi20nyWlCH+XpHUxBcI4b9z2VQ02kq/nIbKVXORMeZWaAxmBGrLEagtRzjga7pOxfKvUL9zLfwVu1C58lvs+Ph+JB49tlmvrIP2/vQ2bPmDYU7tCgCwZPRCzbr58O7ZjPLFn8KS0Stqzy1eZCdZI3r/yTYDfMHo7G/4Z2a9BpkqKmr32AxItBghxGG4AgBRbFwqJGVSz8cUktwHi3diT7XvyFckSVUs+QIAsPWtm5sdTz/jZiT0ORkA4N+/A2XfvYpQQw30rhQkDbsAiYPPaXFf3rItqF77A/LHP990zNHzWNRtW44tb94IozsTXcbcEsFnE58cVj3qvZELQN1TrPBFufZKIwA9kmyq6NQuCEAXpwn6OKm3OpxqbwhOSxhGXXyGTCVjH6w45Q+GceoTPzNgEXXA8F7J2BehgJVo0SM/OfqzSEel2KAXDh1YZrz8NF598n6cffF/cOWtDwAAXnjkTnzzyQwYLRZcdsOdGHnmuU3X//HLT/HNZ+/jvufelnScBq2ANJXuJxgpFoMG6TK286DWcQYrTn38O2eviDrCqNOgwhe52aseqVYEotwzJddtPmy4Wr9yKWa9/wbyuv+x3Lzgu6/w3Rcf4aH/fYCd2zbj8Tuux8DhJ8CZkIi6mmq89vSDeOSVjyQdp8OkhdtqgMDqlmbq/WE0BEIw6zmjpyR8lcahQDCM//24Ve5hEKlSXrIVkaordpp0CEU5XCVZDXAZDn0mWkNdLR6edAVuuOcJ2BzOpuPbN29A78HD0O2ovjjh9LGw2OzYvaMEAPDyY/fgjH/8E8npGZKNM9lmgNtiZLg6hMr6yLYMofbjKzUOfbp0F3ZXeeUeBpEqJTlMEbvvXmk2RLPyyqTTIMtx+G1wpt0/GYOPH4X+Q49vdjyvey9sXLUMNVWV2LB6OfzeBqRn5WLV779i09oVGHPRvyUZo0YAMlwmWGNgs+ZIqvOFEZCpZxq1jkuEcSYUFjl7RdQJWp0GiECLBptBi3AU26YLAHp6bBAP00z0u9mfYNOalXj2/a9bXDZw+Ik48czzcO35o2AwmXHzQ8/CZLbgmXsn4eYHp+GLGa/h07f/B0eCGxOmPIGcgh7tHqNRp0GqwxiXLRg6orI+CI+98xuDkzQYsOLMVyt3Y0dFg9zDIFKtKn9k6q+OSrcjHMVzjo7Uqb2sdCeef+h2PPy/D2Awtj5rd8k1k3DJNZOavn7zv4+i35DjoNPp8M4LT+DFT3/Ewu+/xtRbr8ZzH85t1/gcJt2BeivOWrVVtTcEt1WElt3dFYEfC+LMKz9tlXsIRKqVkWBGQwQKsEx6DQQheuEqJ8EMwxHOwtu4ejkq9+/FVeeOxClFqTilKBUrFv2CmW+9jFOKUhEKNQ+aJZs3Yu7nH2Dctbdg+W/zUTRwCFzuJBx3ylnYtGYF6uva3tA42W6A28Jw1V6iCFRHePsmajvOYMWRnzbsw/rd7NpO1FFdEi2oikAO6p1mj1jh/F8lWvRIMB55e5V+Q47Di5/+2OzY47dfh8zcApw//lpo/9SDShRFPD3lJlw++T6YrTaEw2EEg41v9KEDf4dDR5750whAOvtbdUplQxAui471agrAgBVH/vfDFrmHQKRqFqMOVV5pZwgMWgE6rYBgFJYHTToNsp3mw9ZdHWSx2pBb0LP57c0WOFwJLY7P+fAtON2JGHLCaABAr36D8eZ/p2Lt8sVY9ONcZOd3b3YGYmuMOg3SHPHblV0qoTBQ6wvBbuLbu9z4PxAnVu+sxu/bKuUeBpGqeSPQQqF3uj0q4UoA0OMIRe0dUbGvDO+++CSeemd207Eevfvj3HFX4Y4rLoQrMQkTH3z2sPfhMOmQaDE0tminTqusDzJgKQA7uceJOz5ejZlLdsk9DCLVcph1SE9zSBoCdBoBR+c4o9JYtFeyDQaN8pbeUuwGmPVc0pJaussAi0F5/9/xhHOxcaCqIYAvV+6WexhEqpbrsUo+w1KUZo9KuMpOMCsuXGkEINNlgsXA/laRoMbGoyNGjMCECRPkHoZkGLDiwMwlu+CNQN8eonjisknbX0gjAFZT5H8Fu816uA/TqV0ORp0GWQlm6FjMHjH1/jD8Qf7elxMDVowTRRHv/7ZD7mEQqV5Y4s2Fj0qzwx/hUweNOg1yXGZF1TY5zTqkOUwsZo8CuWax/H6/LI+rNHyFx7hfNpVj2/56uYdBpGo6jYBKCTd4FgA4zZGdvWlLp/ZoS7EbkGA2cEkwSmq8oajsbTlixAhcc801mDBhApKSkjB69GisWrUKp556Kmw2G1JSUnDxxRdj3759Tbepq6vDJZdcApvNhrS0NDz++OMt7lcQBMycObPZMZfLhddff73p6x07duCCCy6A2+2G1WrFwIEDsXDhwkg91XZhwIpx7/22Xe4hEKleTpJF0lqpnqk2+CI8e9Uz2QZBIeGqsd7KzHqrKBMBVEWp8ej06dNhMBgwf/58PPzwwzjxxBPRr18/LF68GF9++SX27NmD888/v+n6EydOxA8//IBPP/0UX3/9Nb7//nssWbKkXY9ZW1uL448/Hjt37sRnn32G5cuXY9KkSQiHlbE0yvM4Y1hppRc/rN935CsS0WGluMzYL2EgSrTqIhqwsl1mGBVS1G7Sa5Bi536CcqlqCCIhCo1HCwoKMHXqVADA/fffj379+uHBBx9suvzVV19FZmYmNmzYgPT0dLzyyit46623MHLkSACNAS0jI6Ndj/nOO+9g7969WLRoEdxuNwCga9euEj2jzmPAimEfLNoRlelholinN2gBiWYCuidbIxquEsx6uE3K2PDXZdbBxSVBWUWr8eiAAQOa/r18+XJ89913sNlsLa5XXFyMhoYG+P1+HH300U3H3W43unfv3q7HXLZsGfr169cUrpSGAStGBUJhfPT7TrmHQRQTaiQ8GyvFboA3FJklDKNWg1yXGUrobphqN8DE/laKUOONfMCyWq1N/66trcWZZ56JRx55pMX10tLSsGnTpjbdpyAI+GurzkAg0PRvs9ncwdFGB+dsY9S3a8qwv5ZnchB1VorDiDqJ2pzkJVoiFq6AxroruYvatQKQmWCGmfVWilHvDyMYrc0uAfTv3x+rV69GTk4Ounbt2uyP1WpFfn4+9Hp9s2L0iooKbNiwodn9eDwelJaWNn29ceNG1Nf/cdJW7969sWzZMpSXl0f+SXUAA1aM+pRd24kkkZlokey+MlxGye7rr5RQ1G7Sa5CZYIZO4pYW1Hk1vui1bLj66qtRXl6OCy64AIsWLUJxcTG++uor/POf/0QoFILNZsNll12GiRMnYt68eVi1ahXGjRsHzV9eNyeeeCKeffZZLF26FIsXL8YVV1wBvf6Pnm4XXHABUlNTMWbMGMyfPx+bN2/GRx99hAULFkTtuR4OfwpiUEWdH78WKzPRE6mN3SJNPVNWgilis1dZLhOMMheRu8w6pNrZ30qparzStRk5kvT0dMyfPx+hUAgnn3wyioqKMGHCBLhcrqYQ9eijj+LYY4/FmWeeiZNOOgnDhw9vVscFAI8//jgyMzNx7LHH4sILL8TNN98Mi+WPDzwGgwFff/01kpOTcdppp6GoqAgPP/wwtAppYMu9CGPQjIXbcf/n6+QeBlFMGFqYjHIJemAdl58QkYCVYNYhx2k98hUjKNVhhEmn5ZKgwmW6jTDqGICjhd/pGDR7BfcdJJKCxaBFhQRLK12cRjQEpZ9BMGgF5LjkC1eN9VYmbtasEtGcxSIGrJhTWtmApSWVcg+DKCbkeqwQ0fngkJdkiUgAKUy2N3aTlIG5qd5KGcsxdGQ13mCLs/IochiwYszsFbsVcYo2USxIdHS+KD3ZZoAvArNXPT3yFbW7zDqksN5KdUJhoEGiM2LpyPjTEWO4PEgkHUHb+V+R3ZOtkm+2nOk0wSjTmXqpDiObh6pYLZcJo4YBK4YUl9Vi/e5auYdBFBMEAaj0d+7NKNGihy8s7Ruay6RDktkY9YCj1QjIYr2V6tX6QlwmjBIGrBjC2Ssi6WQlWjq9pU2PVCsgQQ3XQQatgLyE6Be1m/UaZLjM0LLeSvXCIpcJo4UBK4YwYBFJJ83VuW04nCad5HuBFibbo15jmWDRI9VugoazVjGDy4TRwYAVI1buqML28ga5h0EUM8yd3LutV5oNUs4T9JChqD3VYYTTpJe8hozkxWXC6GDAihFz15TJPQSimFLXieVBm0GLsIT9EzKcJpiiWNTeWG9lZr1VjAqLQIOfy4SRxoAVI37asE/uIRDFjASrHtWdKHA/Kt0OqVYHnSYdPFE8a89i0CDTZYaW+wnGtFoJdiegw+NPUAwoq/by7EEiCeUkdbyQ3KzXQBCkSVd6rYC8BAukLJQ/nASLHsk2E2et4gCXCSOPASsG/LRhv9xDIIopDmvHN3guSrejkycfNin02IEo1V2lHai3YriKD2ER8AUZsCKJASsGcHmQSFphTcdChkErQNfB2/5VD48VmijMXOkO1FuZWG8Vdxo62eeNDo8BS+UCoTB+LS6XexhEMcOg06Dc27ENnovS7QhKsOzSxWGCKQo9pywG7YH+VnwriEf1LHSPqM6dh0yyW7qtErW+jr0ZEFFLuR5rh5b4dBoBJr0GgU5WtztMOiRbDIh03ZXboofDrIcQpfouUh5vIAxRFDlzGSH82KJyXB4kkpangxs8F6XbOx2u9BoBXaNQ1J7uNMJpNjBcxTkRjSGLIoMBS+V+3sgCdyIp6fTtX5rTCIDV2Plfp4UpNogRLGo/WG9l1HHxghpxmTBy+FOmYqWVXmzcw/YMRFKq7sAn+qPS7PB38tTB7h4rNGLkPvNaDVp4bNHfJJqUjfsSRg4DlopxeZBIWukuE+qD7XvDEQA4zNpOBax0hxGWCBa1u616OEyst6KWvIEwwqLIvSYjgEuEKrZwM88eJJJSRqKl3bcpTLV1Klw5jDqkWo0R2e9PAJDuNMFpYr0VHZqXy4QRwYClYstKKuUeAlFMsZr07b6N29rxhQCdRkC+2xKRuiudRkBmghlGXeTbPZC61XOZMCK4RKhSuyoasKfaJ/cwiGKKt509rLonW+HrxOxVr+TIdGpnvRW1R2PD0fZ/uKDD4wyWSnH2ikhaNqMOFe1sMJri6PiWOt2SItOpPdGqZ7iidvEFRYSl2p2cmjBgqdTSkiq5h0AUU3KTre2qg8pPtMDbzoL4g9LsRli10i7dHay3cpgMDFfUbjybUHoMWCrFGSwiablt7ZuN6uLqWENSu1EreVG7XqveeqvfFvyM/1x0Dob1zkNBigXfzP6s2eVfzZqJceefiUE9MlCQYsGaVctb3MeDd03GwO5dcGy/Anz64Yxml8357GP856JzIvocYkE99yWUHAOWCtX7gtjA/ldEkgpr2/7rMDvBBG+o/Z/4dRoBBW4rpOzUbjNq0cWp3v0EG+rr0KNXEe5++MlDXF6PAUcPwcQ77mv18rlfzcLnH7+H1977DJPufAC333QVyvc3trCpqa7CEw9NwZSHn4rU8GMGZ7CkxyJ3FVqxowohrpcTSUarEVDpa/sn+OxEc4eWB3sl2yU9YzDJqofNqFf1kuDxI0fj+JGjD3n5mPMuBADsKNnW6uXFG9fj6KHHoajvABT1HYAH7pyEHSVb4U5MwiP33o4LL/030jMyIzL2WOIPigiFRWg16n0tKY06P/LEuWWsvyKSVHaipc37CHZxGtEQaP9yipRF7Y31VkbYWW+Fnr2KsHL5ElRVVmDV8iXwehuQnZuPxQt/wZqVy3DJv6+Se4iq0cB+WJLiDJYKLWX9FZGk0hJM2N/GzJSXZIGvncuDqRIWteu1AtIdJmhUuiQotWNPGIWzzv0Hxo4+FiaTGVOnvQSzxYq7J12PR555Ee+8/hLefOUFJLgTcf9jz6KgR6HcQ1YsXzAMG9RXx6dUDFgqEw6LWLGdM1hEUtIbdEDDkVs0pNgN8AVD7SpQtxm1SLcaIUowe2UzapFkZQuGv7pu4h24buIdTV9Pe+wBDD3uBOh0ejz35CP44vtF+O6bOZh47XjM/OYXGUeqbP4O1BXSofEjkMps2VeHmnb26iGiw6ttYz1VN0/7WjnoNAK6uW2ShKskq57hqg2KN67Hpx/OwIRb7sLCX37CoCHDkZjkwWl/OwerVyxDbW2N3ENULH+Qtb1S4gyWyvDsQSJpeewG1LbhDKpEqx6+cAjtOQOwMNmGdjaHb0FA4ybUBon7ZsUiURRx58Rrces9D8NqtSEcCiEYCAAAgsHGv8MhtiM4lEBI5MbPEmLAUpliBiwiSWUlWVHXhuv1TLHC346zdwsSLdB2cpFArxWQ7jRBI8TuYkNdXS22bSlu+npHyTasWbUcLpcb6RmZqKwox66d21G2uxQAsGXTRgCAJzkFnuTUZvf1/luvwZ2YhJGjTwcA9B98DJ557AEsXfwbfpz3Fbp27wmH0xWdJ6ZSgaAIo54BSwqCKHb28xVF0/XvLMfcNWVyD4MoZpzQKxml3sPPajhNOvRMtaKtFSqpdiPSLJ1rJmo3apEYB0uCC+f/iIvGntLi+Nl/vwhTn3kJH814E7dcf3mLy6+9+bZmdVf7yvbg3NOOx3tfzENKanrT8WmPP4g3Xn4O7iQPpj7zEvr0HxSZJxIjUhx62E2ce5ECA5bKnPHUfGzdVy/3MIhixrBeydh/hIA1NNeFYBt/VVoNWnR3WztVd+WxGWAz6CTt9k7UFi6LDkk2bvwsBcZUFfEFQthe3iD3MIhihkmvObDB86GDjM2oRRhtC1daQUD3RGuHm4my3ork5u/g/prUEgOWimzZV88O7kQSyvVYET7CTNNRaXaE2zh71VjU3rFwZdAKSIvxeitSPp5JKB3+JKvIRha4E0kqyWE67OVmvQaC0LY3nK6JFug6GI7sRm3MF7OTOgTDYps/UNDh8adZRTaVMWARSUmjO/yvwKJ0O0JteK9JsRlh13VsQcBjMxwoZuevY1IGzmJJgz/RKrKJM1hEkhEEoOowewoadRocIX8BaCxqT7e1/4xBQQAyXCbVb9ZMsYd1WNJgDZaKFJe1pVsPEbVFZoIZ3sN8Ui9Ks+FIH+S1AtAt0Qq0s+7KoBWQ5jBDo2GwIuXhDJY0OIOlEvX+EHZW8gxCIqmkuy2HvEynEWDUH/nXY2Gyvd3hym46UG/FcEUKxT0JpcGApRI7Kxo6veUGEf3BfJhmikXpdgSOcMZufgeK2pNtBiRaWG9FysYZLGlwiVAldld55R4CUUypP0T1ukYArAbNYbfFSbYZYNe3/denRgDSnSbo2d+KVCAYFhEKi9BylrVTGLBUggGLSDpOsx5V/tYL3I9Ksx82XFn0WmTYzW2eUTbqNEh1GNmCgVTFHwrDrOEHgs7gT7xK7GHAIpJMrsfa6nEBgMN86DcVjQB0T7K2OVw5TDo2DyVVCralPwkdFn/qVWJ3lU/uIRDFDKfN0OrxwlQb/Id5Y+nVjqL2ZLsBbosBQif2JCSSC+vcO49LhCrBJUIi6YQPUVviturgO0TAyne3raid9VYUC7gtW+cxYKnE7moGLCIp6LTCgQ2em+uebD1kuPJYDXAYjvzrkvVWFCtCPG290xiwVIIzWETSyPVYW20gmmI3wNvKuohFr0GG3XzE+3WYdEi0GNrd0Z1IiTiD1Xn8mKUClfV+eANcECeSQrKz5QbP+UmWVsNVY1G77cj3eaDeiuGKYgVrsDqPAUsFWOBOJB29vmVtVBensdXrHqlTu0YAMhNMsBq4nyDFFs5gdR6XCFWAy4NE0qn5y2xwdoKp1dmrPLcF+sPUUhl1GqQ52JWdYhMDVucxYKlAWTVnsIikkOo0oi7YPExluc3w/SVgeawGOA9T1O4065BgNnDWimJWWAREUeRrvBP40UsFqhsCcg+BKCZkJjZvMNrFaYQ32Lyju1mvQabdDByif1WK3cBwRXGBdVidw4ClArW+lqeUE1H7Wc3NZ6XykizNgpJGAHok2dDa4ohGADJdZlhYb0VxgsuEncMlQhVgwCKShv9P/06xG+ALhpqd+VeYbGu1qN2k0yCF/a0ozrAXVucwYKlArbf1TWmJqO2sBu2BBqONAaqbxwpf+I81kFy3GXqh5RmGrLeieMUZrM5hwFKBWh9rsIg6KzfZiuCBcJVo1cMfDuFg2EqyGuAy6FvcJsVugFmvY7iiuMQarM7hfLcKcAaLqPPc9j96XfVMsUI8EK5MOg2yHCb8uai9sb8V660ovnEGq3M4g6UCdazBIuo8rQZAGC6zDsEDbxwCgJ4eG8Q/1V2Z9Bqk2FlvRcSA1TkMWCpQ08rGtETUdhoBqDrwQaUw1YbggeLdv3Zqd5l1cLHeiggAA1ZnMWCpAGewiDonK9ECXxiwGbUIH2jCkJNghkHzxyxVqsMIk07LcEV0QIj5qlM4B64CbNNA1DnpbjMA4Kg0O8IikGjRI8HYWNSuPbCfIIvZiUhKnMFSOF8ghAA/RhB1isGggzkYhiCIMGk1yHaaIYoCzAfqrbifIFFLIvtgdQoDlsJ5AzxPlqiz6oJh9E5vnL3qcaConfVWRBRJDFgKx066RJ3jthrgFxtPIuzusUEQBdZbEbUB3306hwFL4cIMWESdkuOxoDDNhi4uM8w6Hbo4jdBqWnZsJ6K/4NtPpzBgKVyYp8kSdYrLZkSK3YAuNhOS7SZoOGtF1CZ89+kcBiyFY74i6pwubjMKk+1wW4xcEiSiqOGpMwrHGSyijjPqNBiSm8BwRdQBrFDpHM5gKVwwGMLWDTvlHgaRKthMOpx1TC5G9E5Hj4wEhAVgV60Pv64plXtoRKrjNOlweVK23MNQLQYshWO9CNGhdUt3YsyQXBzTPQWZyXbodX8UrwfDIWyv8MKk0aJvmgNry2rhC7HtCVFbcda3cxiwFE6r4QucCGj8WTipTxeMHpCJ3jlJSHKagUO8AYiiiF2V3qavBVFAr2Q7tlTWo6IhEK0hE6ka3346hwFL4TSskqM45XEYMWZoHo7tlYaCNCcsJkObzmoSRRF7arwt9lETRSDHaYHd6EPJn8IXEbWOAatzGLAUjlO0FC8GdE3CmYNzMKCrB+mJNmi1zT9dtDVcVXkDaDjMDghuowG2ZB3WltXyNHSiw2CJSucwYCkclwgpFhn1GpwxKBsj+2agMMuNBJsRIjr/WvcFQ6ioP/wSoCAIMApa9El1YO2+WviCrMsiag0/4HcOA5bCWYz8LyL1y/bYcPbQXAzpkYqcVAdMel2z2SMpZpJC4RBKq31tvr4AAYVJNmyrakA567KIWmCFSufw3VvhzAYd9FoNAjz7iVTk+KI0nDYgC33zkpCcYIEgtH+5rz1EUcTOqraHqz8IyHZaYDf6sa2yQeJREakblwg7hwFLBewWPcprOvLmEd/862YhsPJD6ApGwdj3QgCAb9m7CG6dD0FngKHoPOiyhzRdP7h9EYLb5sM0fIJMI1Ynl1WPvx2dixFF6eiWkQC7uW3F6JI5WNTeiaa8bpMB1mQt67KI/oT5qnMYsFTAaTEwYLVTqHwzgsXfQ+PMbDoW3LUMoZJfYTruJoi1e+Bb9Cq0qUdBMNohBurhX/URTMdPlHHU6lCY6cKYIbkY3C0FGUk26HTNN06OZkBpS1F7WxkP9Mtas5d1WUQAYNJzkbAzGLBUwG7Wyz0EVRGDXvgWvgTjwHHwr/286Xi4ehc0yT2gdecC7lz4lr2LcN1eaI12+Fe8D33+CdBYEmUcufLotRqc3D8DJ/fLxFE5biQ6zIAExehSaUtRe7uIAnp5Guuy9kt5v0QqZNFrj3wlOiQGLBVgwGof/5I3oU3rA21KL+BPAUvjykRw8w8Q/XUI1+0FQn5obCkI7duAcMU2GPpfIuOolSHVZcbZQ3MxvDAN+WlOmI16xS6ZhcLhdhW1t5UoCshymGE36rC1gnVZFL8sBgaszmDAUgGnxSD3EFQjWLIQoYptMJ90d4vLdKlFCGcPQcO39wJaPYyDxwM6I3y/vwHj4PEIFs9DYONcCEYbjAPGQePsIsMziK5juifj9EHZ6N/VgzS3FRpNZIvRpSKKInZVRbJZqIAEowHWZB3WlNUo9vtAFEmcweocBiwV4AxW24Tr98O37B2Yj7sZgrb175mh1xgYeo1p+tq/eia0Kb0gCFoE1nwO8+j7ENy1HL7fXoZ51JToDDxKLEYtzhycgxP7dEHPzAQ4rdL0noo2URRRVutFsBNF7W1l0Gga9zHcWwsv67IoznAGq3MYsFTAwRmsNglXbAN81Wj4dsofB8Uwwns3ILhpLiznvNysXUC4uhTBkgUwj7oHwS0/QePpDsHogC5zMPyLX4UYaICgN0f/iUgkN8WOc4bm4pgeqchKtsOgb/7jrsZZGVEUUe0NoN4fxbAjCujpsWF7VQP2sS6L4ghnsDqHAUsFHBbOYLWFNrknzCff1+yYb9ErEOxpMPQ4rVm4EkURvt+nw9DnAgg6EyCGgXCo8cKDf4vqiSCCAIzs0wWn9M9E77wkeJyWmOzC7AuGUC5HyBEFZDrMsLEui+IIZ7A6hwFLBRiw2kbQmyE4M5of1BkhGG3Q/OV4cMuPEIx26NL7AgA0SQXwr/4Uof3FCO1eAcGRDsFgidLI2y/BZsTZQ3Jx3FFpKEh3wRbt3lMyiFRRe9s11mXZUrRYvYf9sij2cQarcxiwVIBF7tISvVUIrP0cphNvbzqmdedB3300vD8/CcHoaCyAV5DeuW6cdXQOBhYkIyPJBq1Wvt5Tcoh8UXvb6YXGflnr9taigXVZFMMYsDpHEEUVrYPEqc9/24YLHvtO7mFQlBj1GpzSPwuj+mWgV7YbCXYTlNR7KtpEiCir8aHeH5J7KM0IAEpqGrCvzi/3UIgkZ9JpcN2xuXIPQ9UUP4M1YsQI9O3bF0899VSn7mfcuHGorKzEzJkzJRlXNKW7rXIPgSIoI9GKs4fmYmjPVOSlOmAyKLf3lByqGwKKC1dA46xhpt0Eu1GLLeWsy6LYwvqrzlP8DFZ5eTn0ej3sdnun7qeqqgqiKMLlckkzsCjaVV6Hbld8IPcwSCLDe6bgtEHZ6JfvQUqCpUXvKfqDNxhEaYc2cY6ugBjGmrIaRKFzBFFUZDhNuLB/7PcCjCTFz2C53W5J7sfpdEpyP3JIcZmh1Qid2syW5GEz6XDWMbk4oXc6umckwGExcnaqjcJiWBXhCgD0ggZ9Uh1Yv68W9RLsi0gkN85gdZ6kH53D4TAeeugh5Obmwmw2o0+fPvjwww8BAN9//z0EQcBXX32Ffv36wWw248QTT0RZWRnmzJmDnj17wuFw4MILL0R9fX3TfY4YMQITJkxo+vq5555DQUEBTCYTUlJScO655zZd9uGHH6KoqAhmsxmJiYk46aSTUFdXB6BxiXDMmDFN1/X5fLjuuuuQnJwMk8mE4cOHY9GiRU2XHxzv3LlzMXDgQFgsFgwdOhTr169vus7y5ctxwgknwG63w+FwYMCAAVi8eLGU31IAgFajgcdpkvx+SXrd0p2YfG5ffHzbaCx66lz8/Ng5mHhufwzslgo7w1WbiaKInZXKKGpvM1FAj0Q7PFaelELqxwL3zpN0Buuhhx7CW2+9hRdeeAEFBQX48ccfcdFFF8Hj8TRdZ8qUKXj22WdhsVhw/vnn4/zzz4fRaMQ777yD2tpanH322Zg2bRomT57c4v4XL16M6667Dm+++SaGDh2K8vJy/PTTTwCA0tJSXHDBBZg6dSrOPvts1NTU4KeffsKhVkAnTZqEjz76CNOnT0d2djamTp2K0aNHY9OmTc1mzW6//XY8/vjj8Hg8uOKKK/Cvf/0L8+fPBwD83//9H/r164fnn38eWq0Wy5Ytg14fmZYKXdxW7Gb/HUXRagSM6puBk/tnoHduEpIc5saGVNQpIkTsrfVFpVO71EQAGXYT7EYdNpfXH/H6REplZsDqNMkCls/nw4MPPohvv/0WQ4YMAQDk5eXh559/xosvvoj//Oc/AID7778fw4YNAwBcdtlluPXWW1FcXIy8vDwAwLnnnovvvvuu1YBVUlICq9WKM844A3a7HdnZ2ejXrx+AxoAVDAYxduxYZGdnAwCKiopaHWtdXR2ef/55vP766zj11FMBAC+//DK++eYbvPLKK5g4cWLTdR944AEcf/zxAIBbbrkFp59+OrxeL0wmE0pKSjBx4kT06NEDAFBQUNC5b+JhZHqs+L14X8Tun47M4zDi7KF5OLZXGrqmuWAxsRg9Emq8AdQpsKi97QQ4DXoclWJnXRaplpVLhJ0mWcDatGkT6uvrMWrUqGbH/X5/UwgCgN69ezf9OyUlBRaLpSlcHTz222+/tfoYo0aNQnZ2NvLy8nDKKafglFNOwdlnnw2LxYI+ffpg5MiRKCoqwujRo3HyySfj3HPPRUJCQov7KS4uRiAQaAp6AKDX6zF48GCsXbu22XX/PN60tDQAQFlZGbKysnDjjTdi/PjxePPNN3HSSSfhvPPOQ35+flu+Xe2WlWSLyP3SoQ3smoQzBudgQFcP0hNt0GrVsRGymvmCIeyvi43taP6oy6pDfUDNgZHiEWewOk+ygFVbWwsAmDVrFrp0aX7mgdFoRHFxMQA0W0ITBKHFkpogCAiHWy8StdvtWLJkCb7//nt8/fXXuOuuuzBlyhQsWrQILpcL33zzDX755Rd8/fXXmDZtGm6//XYsXLgQubkd7+Xx1/ECaBrflClTcOGFF2LWrFmYM2cO7r77bsyYMQNnn312hx/vUDI9DFiRZNJrccagbIzs2wU9s9xIsKlzI2Q1C4XDKFVIM1HJiAJ6JNmwo6YBZbXsl0Xq4TAp/hw4xZPsO1hYWAij0YiSkpKmJbU/OxiwOkun0+Gkk07CSSedhLvvvhsulwvz5s3D2LFjIQgChg0bhmHDhuGuu+5CdnY2PvnkE9x4443N7iM/Px8GgwHz589vWk4MBAJYtGhRs4L6tujWrRu6deuGG264ARdccAFee+21iASsLA97YUkp22PD2UNzMaRHKnJSHTDpdc1mpDg7FV0HO7XH4vddFIEutsa6rOL9rMsidUiycou2zpIsYNntdtx888244YYbEA6HMXz4cFRVVWH+/PlwOBxNQaYzvvjiC2zevBnHHXccEhISMHv2bITDYXTv3h0LFy7E3LlzcfLJJyM5ORkLFy7E3r170bNnzxb3Y7VaceWVV2LixIlwu93IysrC1KlTUV9fj8suu6xNY2loaMDEiRNx7rnnIjc3Fzt27MCiRYtwzjnndPp5tiabM1idcnxRGk4bkI2++YlIdlmabfwMMFDJSRTVW9TedgIcej2KDtRlhWL5qZLq2Y1aGHVcIuwsSecA77vvPng8Hjz00EPYvHkzXC4X+vfvj9tuu+2Qy37t4XK58PHHH2PKlCnwer0oKCjAu+++i169emHt2rX48ccf8dRTT6G6uhrZ2dl4/PHHm4rY/+rhhx9GOBzGxRdfjJqaGgwcOBBfffVVqzVbrdFqtdi/fz8uueQS7NmzB0lJSRg7dizuueeeTj/P1uSm2CEIjZ+G6fBcVj3OOjoXI3qno6BLAuxxsBGymtX41F7U3nY6QYPeqQ5s2F8XN8+Z1CeJrUYkofhO7vSHXld/iG17a+UehuIUZrowZkguBndLQYbHBp2Wn7zUwhcMYpdKmolKSgB21TRgD+uySIEGZTpxQtckuYeheqxiU5HCTFfcByy9VoPR/TMwql8minIS4XbE90bIahYOq6dTu+REIO1AXdYm1mWRwnAGSxoMWCpSmJWAOUt2yD2MqEp1mTF2WC6G9UxDfpoTZiN7T8UCURSxqzo2i9rbSoAAu16PolQ71uxhXRYpBwOWNBiwVKRnhkvuIUTckB4pOG1gFvp39SDNbW2xETLfg9RPFEXsq/MhwEQBANCBdVmkLIkMWJJgwFKRwiyX3EOQlMWoxd8G5+DEPl3QIzMBTit7T8WDWl8AtT4GiWZEAd3cVuyq82FPTZwum5IiOE06GLSSblMctxiwVKRbuhNajYCQSk9nz09z4OxjcnBMj1RkJdth0Dd/+anzWVF7+INB7IuRTu3SE5BuMcJh0GJjHNVlbV7+G35872Xs2LgaNfvLcMm9z6PX8D92BFn141f49fN3sHPjatRXV+L6lz5DetfCZvfx+XMP4PevPobBZMap/56Ified1XTZiu9nY8nXn2Dcgy9H7TmpGZcHpcOApSImgw55KXZsLK2WeyhHJAjAyD5dcMqALPTJTYTHaeFGyHEuJIbj84zB9hAE2PR69E61Y/WeWoTi4CRvv7cBafk9MfDU8/Dm3Ve1cnk9cooGoveI0/DR47e3uHzNL3OxbO7nGD/1dezbsRUfPHoLug06FlanGw21Nfjq1Scw/tE3ovFUYgIDlnQYsFSmR6ZLkQErwWbE2CG5OK6ocSNkG3tP0Z+IoojSGO3UHgnaA3VZG/fXojbG67J6HH08ehzdcvePg/qf3LgzRvnu1k/wKSspRl7fo5HRvQgZ3Yvw+XP3o7x0B6xON2a/9AiOOfNCJKSkR2TssYgBSzoMWCpTmJmAz38rkXsY6J3rxllH52BgQTIykmzQ/qX3FN9I6SAWtXeQiKa6rN2syzqktPwe+O2LGaivqUJ56XYEfF4kdsnGlpWLsWvjapx9fWSaP8cqBizpMGCpTGGmK+qPadRrcOqALJzUNwO9st1IsLP3FLUdi9o7ToSANIsRdqMOG/fVyT0cReo+6Dj0O+ksPHvl2dAbTTh/8qMwmMyY+dRdOG/yVPz62duY/8mbsDoTMPbG+5Ga203uISuWIACJFu5BKBUGLJXpldW2rXw6IyPRirFDczGkZyryUh0wGdh7ijrGHwqxqL2zBAE2nQ69U+1YU1Yb43s2dsyocddj1Ljrm77+Zvoz6Np/KLRaHea+9RxueGUW1i74Du8/PBHXvfipjCNVNpdJDx3PIJQMA5bKdEt3wmHWo7pBujet4YWpOG1gFvrle5CSYGHvKZJEWAxjV6VX7mHEDC00KEpxYFN5LWo4I3hIZSXFWPrtp7j+pc+weM6HyO09CDZXIvqMOA0fPnoLfPW1MFpscg9Tkbg8KC0GLJXRaAT075qE71eWduj2NpMOY45p3Ai5e0YCHBYjAxRJThTDLGqPBBHommDF7jofSlmX1YIoivj4iTtwxpW3wWi2IhwKIRwMAgBCoca/w+GwnENUNAYsaTFgqdCgAk+bA1a3dCfOHpqLo7unINNjh17HYnSKMFHE/jo//CxqjxABqQfqsjbEQF2Wr6EO+3dua/q6vHQ7dm1aA7PdhYSUdNRXV6KybBeq95UBAPZu3wIAsLs9sLs9ze7rt1nvwepyo3DoSABAzlED8M0bz2DbmqVY/9sPSM7uCrPNEaVnpj7JNgYsKQmiGAeNVmLMnN+347xH5rY4rtUIGNUvA6P7N26EnOQws/cURV2tL4C9tX65hxEXQhCxpqxG1XVZxct+xUs3XtTi+IDRY3H+5KlY/OVH+GDq5BaXn3TJtc3qrmrK9+G/V5+Dq6a9D0dSStPxb9+YhvkfT4fVlYi/T56KzJ59IvNEYsA1w3JgMWiPfEVqEwYsFdpX7UXO+BnwOIw4e2geju3V2HvKYmIxOsnLHwphJ+uuokoQRGwqr0e1Lyj3UEjFPFYD/jk4U+5hxBQGLJXaUFoLjZafNEg5wmIYJeUNDPmyELGn3odd1azLoo4ZkOHEyIIkuYcRU3g+pko5WYxICsKidrkJSDEb0S3JKvdASKWyE8xyDyHmMGCplFnP/zpSBlEUsb+eRe2yEwRYdTr0SbVDp2HtJbWdIACZLgYsqfFdWqXMBv7XkTLU+YOo8bIvk1JooEHvFDscRp4kTm2TYjPCqON7itT4HVUpvVbDT6kku0AoxDMGFUgUBXR1W9DFYZJ7KKQCXB6MDAYsFTNxmZBkFA6HsbOKZwwqlSgKSDYb0J11WXQEWQxYEcF3aBXjMiHJRUQYpdVe8BxkhRMEWHQ69E11QM8Zb2qFVgAynJzpjAS+Q6sYC91JDqIoopyd2lVFgICiFDucJtZlUXNpDhP03OA5IvhdVTGDTgP+XFC01fuDqGZRu+qIooA8lwVdOFtBf8Llwcjh27PKcVsDiqZAKIQyFrWrmACPyYAeHtZlUSMWuEcOA5bK2YwMWBQdYTGMXSxqVz1BEGDW6tAn1QG9lnVZ8UyvEZDOM00jhgFL5SwGDfdzpogTIWJ3tQ8q3lOY/kIDAUXJDtZlxbEuThO0PPkhYhiwVE4QBFi5TEgRdLCo3RcMyz0UkpgoAnkuK88ii1Osv4osBqwYYDXyv5Eipz4QRLU3KPcwKIKSTAb08NjkHgZFGeuvIovvzDHAatCCk7wd99uCn/Gfi87BsN55KEix4JvZnzW7/KtZMzHu/DMxqEcGClIsWLNqeYv7ePCuyRjYvQuO7VeATz+c0eyyOZ99jP9cdE5En0OkBEIhlNWwqD3WNdZladE31QED67LigkmnQYrdKPcwYhoDVgzQaAQ2He2Ehvo69OhVhLsffvIQl9djwNFDMPGO+1q9fO5Xs/D5x+/htfc+w6Q7H8DtN12F8v37AAA11VV44qEpmPLwU5EafsSILGqPOwIEHJXsgMvMuqxYV+CxQsMC3ojiT1GMsBm1qPezRqYjjh85GsePHH3Iy8ecdyEAYEfJtlYvL964HkcPPQ5FfQegqO8APHDnJOwo2Qp3YhIeufd2XHjpv5GekRmRsUeMKKKURe1xSRSBPKcVe40+bK9kwI5VPZK5JBxpnPaIEVa2a5BNz15FWLl8CaoqK7Bq+RJ4vQ3Izs3H4oW/YM3KZbjk31fJPcR2EUUR++tZ1B7PRACJRgN68k04Jpn1GmS7WH8VaQxYMUKrEbh1jkyOPWEUzjr3Hxg7+lhMvu5yTJ32EswWK+6edD3unfoM3nn9JZw8tA/+fsaJ2LhujdzDPaKGQIhF7QRBEGDSaNE3zQEjt4yIKQVJVmjYniHiuEQYQ6xGLRoCnHWQw3UT78B1E+9o+nraYw9g6HEnQKfT47knH8EX3y/Cd9/MwcRrx2PmN7/IONLDC4ZC2FPjk3sYpCCCKKBXsh1bKutR0RCQezgkAS4PRgc/lsQQtmtQhuKN6/HphzMw4Za7sPCXnzBoyHAkJnlw2t/OweoVy1BbWyP3EFslimHsZFE7tUIUgRynBVku9stSO7NegywuD0YF35FjiF6rgVHHaV85iaKIOydei1vveRhWqw3hUAjBQOOn/mCw8e9wSHkbJYssaqc2cBsNKEy2sS2MinF5MHq4RBhjrEYtfEHWz7RHXV0ttm0pbvp6R8k2rFm1HC6XG+kZmaisKMeundtRtrsUALBl00YAgCc5BZ7k1Gb39f5br8GdmISRo08HAPQffAyeeewBLF38G36c9xW6du8Jh9MVnSfWRqIooqKBRe10ZIIgwCho0SfVgbX7avmaUSEuD0aPIIoiP7PGEH8wjJJy1tC0x8L5P+Kisae0OH723y/C1Gdewkcz3sQt11/e4vJrb76tWd3VvrI9OPe04/HeF/OQkpredHza4w/ijZefgzvJg6nPvIQ+/QdF5ol0UH0ggD3VbCZK7SViW1UDylmXpRo2gxZXDs2GIHP/q++//x4nnHACKioq4HK5Onw/W7duRW5uLpYuXYq+fftKNj6pMGDFoG37vQiE+N9KRxYMhbG9skHuYZCKlXv92MbXkCoMynTihK5Jcg8Dfr8f5eXlSElJ6VTYC4VC2Lt3L5KSkqDTKW9BjgErBu2vDaCinsuEdHhhMYztFQ2su6JO84VDWFtWC76UlO2fgzLgsXF7nGhhkXsMcpjZdJQOTxRF7KlhUTtJw3iwX5aObylKlWwzRCxcjRgxAtdeey0mTJiAhIQEpKSk4OWXX0ZdXR3++c9/wm63o2vXrpgzZw6AxiVCQRBQWVkJANi2bRvOPPNMJCQkwGq1olevXpg9ezYAoKKiAv/3f/8Hj8cDs9mMgoICvPbaawAalwgFQcCyZcuaxvLDDz9g8ODBMBqNSEtLwy233ILgn+qSR4wYgeuuuw6TJk2C2+1GamoqpkyZEpHvC38aYpBeq4GVexPSIYiiiMoGP7zsmUZSEgX08tjgtujlHgm1oleKPaL3P336dCQlJeG3337DtddeiyuvvBLnnXcehg4diiVLluDkk0/GxRdfjPr6+ha3vfrqq+Hz+fDjjz9i5cqVeOSRR2CzNRbj33nnnVizZg3mzJmDtWvX4vnnn0dSUuvLnDt37sRpp52GQYMGYfny5Xj++efxyiuv4P77728xVqvVioULF2Lq1Km499578c0330j+PeESYYyq94Wwq4qFy9RSgz+A3TV8bVCEiCIq/AFsrWBdllIIAnDlkGzYjJGpUxoxYgRCoRB++uknAI21UU6nE2PHjsUbb7wBANi9ezfS0tKwYMECeL3eZkXuvXv3xjnnnIO77767xX3/7W9/Q1JSEl599dUWl/21yP3222/HRx99hLVr1zbVdj333HOYPHkyqqqqoNFoWowVAAYPHowTTzwRDz/8sKTfF05zxCizQQO9lr1OqLlQOMxwRZElCEgwGtAr2c5+WQqRk2COWLg6qHfv3k3/1mq1SExMRFFRUdOxlJQUAEBZWVmL21533XW4//77MWzYMNx9991YsWJF02VXXnklZsyYgb59+2LSpEn45ZdD74Sxdu1aDBkypFnh/LBhw1BbW4sdO3a0OlYASEtLa3VcncWAFaMEQWAtFjUjimHs5NleFCUGjQZ90hwwsS5Ldr1SI7s8CAB6ffOlYUEQmh07GHrC4ZalCePHj8fmzZtx8cUXY+XKlRg4cCCmTZsGADj11FOxbds23HDDDdi1axdGjhyJm2++WfKxtjauzuIrP4Y5TDp+giQAjXVXu2t8YPcOiiZBFFDosSGRdVmysRq06OZRfnPRzMxMXHHFFfj4449x00034eWXX266zOPx4NJLL8Vbb72Fp556Ci+99FKr99GzZ08sWLAAf658mj9/Pux2OzIyMiL+HP6KASuGaTUCbCbOYsU7FrWTnERRQJbDjJwE7n8nh35dHNApfGucCRMm4KuvvsKWLVuwZMkSfPfdd+jZsycA4K677sKnn36KTZs2YfXq1fjiiy+aLvurq666Ctu3b8e1116LdevW4dNPP8Xdd9+NG2+8ERpN9OOO8jpzkaScZh1qvMrb+46ixxsMobKBfdFITo11WdYULdbsYb+saNFpBPRNd8o9jCMKhUK4+uqrsWPHDjgcDpxyyil48sknAQAGgwG33nortm7dCrPZjGOPPRYzZsxo9X66dOmC2bNnY+LEiejTpw/cbjcuu+wy3HHHHa1eP9J4FmEc2F7uhS/I/+Z4FAyHsL3CK/cwiP4giFi3txYN3Mcw4vqkOzC6u0fuYcQtLhHGAaeZE5XxSBRF7KpkuCKFEQX09NiQZDXIPZKYNzBT+bNXsYwBKw7YTFoofAmeJNbYqd3LonZSJFEUkGk3IdfNuqxIyU+0INHCECsnBqw4oBEEODiLFTdEUUSVN4AGFrWToglwGQw4KsXOD4ARMCjTJfcQ4h4DVpxwsidW3PAGQ6ioD8g9DKI20Qsa9El1wKzn25FUUmwGZPGsTdnxFR0n9FoNLNyfMOaFwiHsrvbJPQyi9hEF9Ey0w8O6LEkM5OyVIvAdN46w2D22iaKInVUMV6ROIoAMuwl5bovcQ1E1u1GLHsnKbywaDxiw4ojFoFF8wznqoINF7WFWtZOaCXAa9ChiXVaH9e/ihJbfPEVgwIojgiDAbeUsVqwRRRGVLGqnGKI7UJdl0bN2tD30WgF90h1yD4MOYMCKM3aTFnotP93EEh+L2ikWiQJ6JNmQzLqsNuud5oCJoVQxGLDiDGexYksoHEYpi9opRoki0MVuQj7rso5IEIABGWwsqiQMWHHIZtTCwFks1Wssamendop1AhysyzqigiQrXGa93MOgP2HAikOCIMBt4w+imomiiLJaFrVT/GBd1uGxsajyMGDFKZtRC6OOHwfVSBRFVHsDqPezqJ3izIG6rBQb67L+LNdtRhenSe5h0F8wYMUxt5WzWGrkC4ZQzqJ2ilOiCKTZTOiayLosoLH2akR+otzDoFYwYMUxq1ELE7enUBUWtRMBAgTY9XoUpdoR7+WkR6Xa4bEZ5R4GtYLvrnEukWcUqoYoitjFonaiJjpo0DvVAashPuuy9FoBx+a65R4GHQIDVpwzG7TcZFUFRIgoq/UhyKJ2ouZEAd3cVqTE4SzOoEwXbEZ+SFYqvrMSEnlGoeJVNwRQ7w/JPQwihRKQbjXGVV2W1aDF4CyX3MOgw2DAIpj0GlgMfCkolTcYZFE70ZEIjXVZvVPt0AqxX5g1LNcNg5a/t5WM/zsEAEjkGYWKFBbDKK1iUTtRW2kP1GXZYrguK9GiR+80u9zDoCNgwCIAgFGvgdXIl4OSiKKInZUsaidqNxHo5rYi1R6bdVkj8hOhiYNZOrXjOyo14SyWcogQsZdF7UQdJkJAmsWIgiSr3EORVJbLjPwYe06xigGLmhh0GjhMsTutribV3gDqWNRO1DmCAJtOh96pduhiZCPDE7qyqahaMGBRM4k2PTdUlZkvGEJ5HYvaiaSihQZFKQ7Yjer+ANkrxYaUGF32jEUMWNSMViMgiW0bZBMKh1HKZqJE0hOBrglWpKk0oOg0Ao7N4+yVmjBgUQt2E7fQkcPBTu2suiKKFAGpFiO6qbCGaUCGEw4Tm4qqCd9FqQVBEODhLFZUiSKL2omiQhBg1enQO9Whmross16DY7IT5B4GtRMDFrXKqNfAaVZ3vYKa1PhY1E4UTVoI6J1ih0MFW80cn5cIo45v12rD/zE6pESrHmwUHHn+YAj7WdROFHWiKCA/wYJ0h3LrsnLdZvROd8g9DOoAvn3SIWlY8B5xoXAYu1jUTiQjASlmZdZlGXUanNI9We5hUAcxYNFh2U067lMYIaIoorSaRe1EsjtQl9VHYf2yTuiaCDsL21WL75x0RMl2A3tjSUwUReyr8yEQYrwiUgoNNIqpy8pzW9A7jUuDasaARUek0wpI5FKhpGp9AdT6WNROpDSiKKCr24IuDpNsYzDqNBjdwyPb45M0GLCoTRzsjSUZfzCIfSxqJ1IsURSQbDagu0x1WSd2TYRdAbNo1Dl8x2yHrVu3QhAELFu2DADw/fffQxAEVFZWyjquaBAEAcl2PbhS2DnhcBi7qnxyD4OIjkQQYNHp0DfVAX0UayTy3BYUcWkwJjBgdcLQoUNRWloKp9MZ0cdRSpAz6DRwW/mpqqNEUcQuFrUTqYoAAUUpdjijUGzOpcHYwoDVCQaDAampqRCE+JnXcVl0MOri5/lKhUXtROoligLyXBZ0cUa2LotLg7GFAasV4XAYU6dORdeuXWE0GpGVlYUHHnigxfX+OrP0+uuvw+Vy4YsvvkD37t1hsVhw7rnnor6+HtOnT0dOTg4SEhJw3XXXIRT6o8D5zTffxMCBA2G325GamooLL7wQZWVlABqXJU844QQAQEJCAgRBwLhx45rG+dBDDyE3Nxdmsxl9+vTBhx9+GNHvjSAISHEYEEeZUhIsapfPuy89hWvOH4WzBubgvOE9cfc1l2D7lk3NrnPzpWfh5EJPsz9PT7m56fLqygrcedX/4W8DsnHl2BOwac2KZrefdt8kfPjac1F5PiQXAR6TAT08kanL4tJg7GFUbsWtt96Kl19+GU8++SSGDx+O0tJSrFu3rk23ra+vxzPPPIMZM2agpqYGY8eOxdlnnw2Xy4XZs2dj8+bNOOecczBs2DD8/e9/BwAEAgHcd9996N69O8rKynDjjTdi3LhxmD17NjIzM/HRRx/hnHPOwfr16+FwOGA2mwEADz30EN566y288MILKCgowI8//oiLLroIHo8Hxx9/fMS+PwadBsl2PfZUs1C7LfyhEIvaZbRy8S/42wX/Qrej+iEUCuK1px7ArePPw8uf/wyz5Y83y1PPuxiXXjO56Wuj2dL073dffBINdbV47qN5+HzGa3jy7hvx3w++BQCsXb4Y61YswVW3PRS9J0WyEAQBZq0OfVIdWLO3RrIZaS4NxiYGrL+oqanB008/jWeffRaXXnopACA/Px/Dhw/H1q1bj3j7QCCA559/Hvn5+QCAc889F2+++Sb27NkDm82GwsJCnHDCCfjuu++aAta//vWvptvn5eXhmWeewaBBg1BbWwubzQa32w0ASE5OhsvlAgD4fD48+OCD+PbbbzFkyJCm2/7888948cUXIxqwgMYGpA3+MKq9nJU5nLAYxq5KdmqX04Mvvd/s65sfnIbzh/fExjXL0Xvg0KbjJpMZbk9Kq/dRsnkDRpx6NjJy8nH6eZdg9gdvAgCCgQCennIzbrzvKWi13LszXmggoCjZgeKKOlR5g52+v5FcGoxJXCL8i7Vr18Ln82HkyJEdur3FYmkKVwCQkpKCnJwc2Gy2ZscOLgECwO+//44zzzwTWVlZsNvtTeGopKTkkI+zadMm1NfXY9SoUbDZbE1/3njjDRQXF3do7O2VZNfDwHqsQxLFMEqrWNSuNHU11QAAuzOh2fF5X3yEc4d2x7//dixeeeI+eBvqmy7L694Lyxb+hFAwiMXz5yGvWyEA4P1XpqHP4GHodlTfqI2flEEUgTyXFRmdrMvKT7TgKC4NxiRG5r84uPzWUXp984acgiC0eiwcDgMA6urqMHr0aIwePRpvv/02PB4PSkpKMHr0aPj9/kM+Tm1tLQBg1qxZ6NKlS7PLjMbobFyqEQSkOgzYXuGDyBTRnChif50ffha1K0o4HMYLD9+BXv0HI7egZ9PxE04/BynpGUhMTsXm9WvwyhP3YsfWYtz9zOsAgH/8+3o8c+9EXDp6EFK6ZOLG+57Czq3F+ObT9/D0u3Pw9JSb8fsv36Nbrz644d4nYbXzDTNeJJkMsBl0WLe3tt23Nek0GN2dS4OxigHrLwoKCmA2mzF37lyMHz8+4o+3bt067N+/Hw8//DAyMzMBAIsXL252HYPBAADNCuMLCwthNBpRUlIS8eXAw2E9Vutq/UHUsKhdcZ69bzK2blyHJ976otnx08+/pOnfud0K4fakYPK/xmJXyRakZ+XCanfg1kdfbHabif88G/++eQrmfv4hSndsw6uzFuDJu2/AW889hssn3xuV50Pya6zL0qLvgbqs9nyoOr1nMmxcGoxZXCL8C5PJhMmTJ2PSpElNy22//vorXnnllYg8XlZWFgwGA6ZNm4bNmzfjs88+w3333dfsOtnZ2RAEAV988QX27t2L2tpa2O123Hzzzbjhhhswffp0FBcXY8mSJZg2bRqmT58ekbEeit2kg8PE+pOD/KEQ9tYeevaR5PHs/ZPx6w9fY+rrn8CTmn7Y6/bo3R8AsKtkS6uXf/XxO7DZnRg68lSsWPQLho48FTq9HseN/huWL5ov+dhJ+QQIOCrZAZe5bYFpSHYC8mXqFE/RwYDVijvvvBM33XQT7rrrLvTs2RN///vfm9VMScnj8eD111/HBx98gMLCQjz88MN47LHHml2nS5cuuOeee3DLLbcgJSUF11xzDQDgvvvuw5133omHHnoIPXv2xCmnnIJZs2YhNzc3ImM9HNZjNWJRu/KIoohn75+M+d/OxqOvfoy0jOwj3mbzulUA0GrRe2X5Prz1/OO4+vbGswbDoRBCwcYZ3GAgiHCIM5fxShSBPKcVma7D12XlJJgxPDfhsNch9RNEkdUzJA1/MBzX9ViiGMauKi/rrhTmmXsn4btZH+GeZ99ARk7XpuNWuwNGkxm7SrZg3qyPMfi4k+BwJWDL+jV44ZE7kZSShsff+KzF/T008QoU9h2Is/6vsYTg/Vem4YcvP8Xkh5/Di1PvQmpGFq69c2rUnh8pjyiK8IlhrC1rWZdlN+pw6cAMWAyc9Y91DFgkqRpvMC7rsURRxP56H2rYtkJxTi5svYj45geewclnX4Cy0p14ZPKV2LpxHbwN9fCkpmPYSafjwituhNVmb3abxT/Pw/Rpj+Dpd+dAo2lcAPA21OOx267F4p/noXtRf9zy6AtISGThMgGiIGJtWS18ocaTmrQCcEG/LkiPcEd4UgYGLJJcWY0f1Q3xFTRqfQHWXRFRC4IAbKmsR0VDACcVJKF/RmT3riXlYMAiyYmiiB0VPviC8fHSCoRC2MG6KyI6DItJg2G5brmHQVHEIneSnHCgP5YmDmrew+EwdlYxXBHRodlNWhyTzaL2eMOARRGh12mQbDfIPYyIEhFGabU3bov6iejIDFoBfTMc0MbDJ05qhgGLIsZm0iLBEptN9ERRRDk7tRPRYQgAemc4YNLzjMF4xIBFEZVo08dkE9J6f5AbXRPRYfVItSLBoj/yFSkmMWBRxHnselgMsfNSC4RCKOMZg0R0GNluMzISOre3Lalb7LzrkWIJgoBUpwHGGOj0Hj7QTJSI6FBSHUYUJFvkHgbJjAGLokIjCEh3GaHXqjdkiRCxu9qHMMuuiOgQEix69Eq3QRDU+7uOpMGARVGj1QhIdxmgVeGr7mBRuy8YlnsoRKRQNqMWfTLs0DBcERiwKMr0Wg3SnUao7fdPfSCIam9Q7mEQkUIZdRr0y3RAr8ZPkBQRfCVQ1Bn1GqQ51dMjKxAKoayGRe1E1DqdRkC/TLZjoOYYsEgWFoMWKQ7ln74ssqidiA6jsdeVHXZTbPb8o45jwCLZ2E06JFoV/EtJFFHKonYiOoxe6TYkWtUzI0/Rw4BFskqw6uE0K29aXRRF7K9nUTsRHVphmg1pTpPcwyCFYsAi2SXZ9LAZlRWyGljUTkSH0SPVii4uhis6NAYskp0gCEhx6GHSK+PlGAyFsIdF7UR0CN1TrMhkl3Y6AmW8o1HcEwQB6U6D7CFLFMPYyaJ2IjqEgmQLstwMV3RkDFikGJoDjUjl2rdQZFE7ER1GvseCnERugUNtw4BFiqIRBKQ5DbAao/vSFEURFQ0saiei1uUmmZGXxHBFbceARYojCAJSHQbYTdErfG8IBFHVwKJ2ImopJ9GMrh6r3MMglVFwEyKKZ4IgINmuh0YAqhpCEX2sYCjMonYialW+x8KZK+oQQRRFVpyQou2vDaCiPjKzS2ExjO0VDay7IqIWeqRYkcmCduogzmCR4iXaGmey9tdJG7JEUcSeGha1E1FzAho7tLOJKHUGAxapQoJVD40gYG9tQJL7E0URlQ1+eAMsaieiP2gEoHcXBzx2bn9DncOARarhtOggCEBZTedDljcQRCWL2onoT3QaAX0zHUiwKH8jelI+BixSFYdZB40gYHd1x4vSg+EwdrOonYj+RK8V0D/LCYeJb4skDRa5kyrV+0IorfKjvS9e8UBRe4iveiI6wKTToH+WA1YjwxVJhwGLVKvB3xiy2lqkLooidtd4WXdFRE2cJh36ZDpg1LEtJEmLAYtUzRcMo7TSj+ARUtbBonbWXRHRQSkOA3ql2aHVCHIPhWIQAxapXigsorTq8GcENgSC2F3ti+KoiEjJ8g5sfSMIDFcUGQxYFBNEUcTe2gCqW+n6HgyHsL3CK8OoiEhpNAJQmGZHmtMo91AoxjFgUUypqg8265XFonYiOsigFdAn0wGXmW0YKPIYsCjm1PtD2F3lRygsYk+NFw0saieKezajFn0zHTDro7eJPMU3njZBMcdi0CLTbYQvFGK4IiIk2w0YlO1kuKKo4gwWxaxQWMSa0loWtxPFKQFAtxQrsrhhM8mAAYtiXkl5AzbsqWt3U1IiUi+TToOiDDvrrUg2DFgUFyrqA1ixswb+IJcMiWJdolWPo9LtMLB5KMmIAYvihj8YxurSGuyr7fxm0USkPAKAPI8FuYlm9rci2TFgUdwpKW/AxrK6Nm+xQ0TKZ9AKKOpih9tqkHsoRAAYsChO1XqDWLmrBrW+lo1JiUhd3JbGJUGjnkuCpBwMWBS3QmERG8vq2OWdSKU0AlCQbEVmgolLgqQ4DFgU9/bW+LC6tBYBtnsnUg2HSYej0m2wGnVyD4WoVQxYRAB8gTBWldagvI4F8ERKJgDIS7IgN4mF7KRsDFhEf7KjwouNZXUIsgKeSHGsBi2OSrfDYeasFSkfAxbRX3gDIazbXYe9tX65h0JEB2S5TejqsUKr4awVqQMDFtEh7Kn2Yd3uWvhZm0UkG6tBi55pNiRY2JGd1IUBi+gwAqEw1u+pQ2kV9zMkiiaN0FhrlZ1ohoa1VqRCDFhEbbC/1o81u2vhDXCrHaJIS7Tq0TPVBrNBK/dQiDqMAYuojYJhEZv31qOkvIEbRxNFgFGnQfcUK1IcRrmHQtRpDFhE7VTnC2HDnlrsY0sHIkkIADISTOjqsUCnZTd2ig0MWEQdtK/Wj/V76lDv53Y7RB3lNOvQI8XG1gsUcxiwiDohLIrYXu7F5n317J1F1A5mvQYFyVwOpNjFgEUkAX8wjE1767CzkmcbEh2OXisgL8mCjAQTzw6kmMaARSShGm8QG8rquOUO0V9oBCAzwYzcJDP0rLOiOMCARRQB5XUBFO+tQ2VDUO6hEMku1WFE12QLzHq2XaD4wYBFFEH7av0o3luPai+DFsWfRKse+R4LnGZ2Yaf4w4BFFAVlNT4U761HrY9nHFLsS7IZkJdkZrCiuMaARRQloihiT40fm/fWo46tHSgGJdsNyE2ywGFiywUiBiyiKBNFEXuq/dhaXo8aL4MWqV+Kw4C8RAtsDFZETRiwiGRUXufH1v0N2M+zDkllBAApDiPyksywGhmsiP6KAYtIAWp9QWzb34DSah/4E0lKptMIyEgwISPBxLMCiQ6DAYtIQbyBELZXeLGjwsvO8KQoVqMWWQlmpDmN0GrYIJToSBiwiBQoGApjV5UPOyq8LIgnWSXZDMhym5BoNcg9FCJVYcAiUrjK+gB2VHqxp9oHTmpRNOg0AtJdRmQmmGExcBmQqCMYsIhUIhAKo7TKh52VXvbToohwW/RIdxmRbOcyIFFnMWARqVBVQwA7KhpntUL8CaZOMOs1SHeZkOY0smidSEIMWEQqFgyFUVbjx55qH/bXBcAfZmoLrUZAit2AdJcJCRZ2WyeKBAYsohgRCIWxp7oxbFXUM2xRcxoBcFv1SHVwCZAoGhiwiGKQLxhGWbUPu6t9qGzgRtPxSqsRkGTVI9luRJJND51WI/eQiOIGAxZRjPMGQiir8WNvrR+V9QGeiRjj9FoBHpsBHrsBiVYDZ6qIZMKARRRHQmER++v82F8bwL5aP7zBsNxDIgmY9RokHQhVCRY9NAJDFZHcGLCI4litL4h9tX7sqw2gknVbqqHXCnBb9XBbDEi06mFmryoixWHAIiIAjWckVtQHUFEfRGVDANUNQQYuhdAIQIJF3xiqrAbYjVoInKUiUjQGLCJqVSgsoqqhMWxV1gdQ2RBEiAVcUWHQaeA06eA0N/5xmfXQsJaKSFUYsIioTURRRI0vhMr6AKoagqj1BVHnC3GWq5M0AuAw6eA065sClYkNP4lUjwGLiDosHBZR6wuhxhdEjbcxdNV4QwhypqtVRp0GVqMWVoMWNmNjmLIatSxKJ4pBDFhEJLmGQAg13sYZroZACA3+MOoDIfgC4biY8TLpNbAZtLAaGwOU1aiFzaBlHyqiOMKARURRExZFeANh1Pv/CF4NgRAaAmEEgmH4Q2HF9+nSCI0zUUadBia9Fia9Bia9BuYD/zbrtew9RUQMWESkLMFQGP6QCP+BwOUPigf+DiMQEhEWRYTCB//Gn75G0/GDIU0AIAgH/xaa/g1BaLpMpxEa/2g10GsP/luAXqOB7sDXeq0AvbYxSOk5C0VEbcCARURERCQxfhQjIiIikhgDFhEREZHEGLCIiIiIJMaARURERCQxBiwiIiIiiTFgEREREUmMAYuIiIhIYgxYRERERBJjwCIiIiKSGAMWERERkcQYsIiIiIgkxoBFREREJDEGLCIiIiKJMWARERERSYwBi4hIIuFwGA899BByc3NhNpvRp08ffPjhh02Xr169GmeccQYcDgfsdjuOPfZYFBcXN9323nvvRUZGBoxGI/r27Ysvv/xSrqdCRJ2kk3sARESx4qGHHsJbb72FF154AQUFBfjxxx9x0UUXwePxoGvXrjjuuOMwYsQIzJs3Dw6HA/Pnz0cwGAQAPP3003j88cfx4osvol+/fnj11Vfxt7/9DatXr0ZBQYHMz4yI2ksQRVGUexBERGrn8/ngdrvx7bffYsiQIU3Hx48fj/r6euTk5GDGjBlYv3499Hp9i9t36dIFV199NW677bamY4MHD8agQYPw3//+NyrPgYikwxksIiIJbNq0CfX19Rg1alSz436/H/369UNlZSWOPfbYVsNVdXU1du3ahWHDhjU7PmzYMCxfvjyi4yaiyGDAIiKSQG1tLQBg1qxZ6NKlS7PLjEYjJkyYIMOoiEguLHInIpJAYWEhjEYjSkpK0LVr12Z/MjMz0bt3b/z0008IBAItbutwOJCeno758+c3Oz5//nwUFhZG6ykQkYQ4g0VEJAG73Y6bb74ZN9xwA8LhMIYPH46qqirMnz8fDocD11xzDaZNm4Z//OMfuPXWW+F0OvHrr79i8ODB6N69OyZOnIi7774b+fn56Nu3L1577TUsW7YMb7/9ttxPjYg6gAGLiEgi9913HzweDx566CFs3rwZLpcL/fv3x2233YbExETMmzcPEydOxPHHHw+tVou+ffs21V1dd911qKqqwk033YSysjIUFhbis88+4xmERCrFswiJiIiIJMYaLCIiIiKJMWARERERSYwBi4iIiEhiDFhEREREEmPAIiIiIpIYAxYRERGRxBiwiIiIiCTGgEVEREQkMQYsIiIiIokxYBERERFJjAGLiIiISGIMWEREREQSY8AiIiIikhgDFhEREZHEGLCIiIiIJMaARURERCQxBiwiIiIiiTFgEREREUmMAYuIiIhIYgxYRERERBJjwCIiIiKSGAMWERERkcQYsIiIiIgkxoBFREREJDEGLCIiIiKJMWARERERSYwBi4iIiEhiDFhEREREEmPAIiIiIpIYAxYRERGRxBiwiIiIiCTGgEVEREQkMQYsIiIiIokxYBERERFJjAGLiIiISGIMWEREREQSY8AiIiIikhgDFhEREZHEGLCIiIiIJMaARURERCQxBiwiIiIiiTFgEREREUmMAYuIiIhIYgxYRERERBJjwCIiIiKSGAMWERERkcQYsIiIiIgkxoBFREREJDEGLCIiIiKJMWARERERSYwBi4iIiEhiDFhEREREEmPAIiIiIpIYAxYRERGRxBiwiIiIiCTGgEVEREQkMQYsIiIiIokxYBERERFJjAGLiIiISGIMWEREREQSY8AiIiIikhgDFhEREZHEGLCIiIiIJMaARURERCQxBiwiIiIiiTFgEREREUmMAYuIiIhIYgxYRERERBL7f1VS4j4mplmrAAAAAElFTkSuQmCC",
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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||
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2017-11'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 40,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "e375c3ee94624de89121328a937536a9",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period_start = '2018-08'\n",
|
||
"period_end = '2018-09'\n",
|
||
"x = df.loc[period_start:period_end , :].sum()\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period_start}_{period_end}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 52,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "227cef45b8f04d7f8d7e9c7d514d7975",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2019-09'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 53,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "4d399f476bbb400d922a26daf26a7279",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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||
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2020-07'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 55,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "0e3e89d37cd5441e860d75b5e7649d9d",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" Figure\n",
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" </div>\n",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2020-10'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 56,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "bebf94522fbe4194aca74bdd18826f31",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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wV363jHoFs0GH2ai0q6XG++67j/3793PRRRcRERHBo48+Wm0Ga86cOdx1113MmzePTp06kZ6eznnnnccDDzzAjBkzcDgcXHPNNVx55ZVs2bLllM/XsWNHVq5cycyZMzn33HNxOp0kJydz/vnno9PJ7KIIHtIqR4h2xO1VKSr3+AKEUodHgqkmiLIZibSaar3fbFCO5nfpsBr1GPRtP+ASQlSSAEuINsztVX3BVKHdTalTWvj4U2K4GYux/gsBBp2C1aTDatRhNekw6mXGRYi2SpYIhWhDXJ4TAqpyN2USUDWrhs5IeVSNUoeXUkfl/4tBp2AzVSbR20w6dDqZ4RKirZAAS4hWrszpIbvERW6pU2aoWpheadoMlEfVKHF4KTkacFmMOkJMOgw6CLOeejedECK4SYAlRCtUUuEhu9RJTqmLcpcEVYHQHOlUDreKw63y46YMXvrfVv4wPImLRnRhVO949JLALUSrIjlYQrQCmqZRVOEh52hQ5WhHJROCVZhZT2yopVnOfeWcJfy+v8D3dUyYmQuGVQZbEwd1xGqSz8ZCBDsJsIQIUqqmUWh3k1PqIqfUicsrv6rBJC7URKjZ/8t4qqoy9Pb/1nq/zWzgD8OTmHJmKmcOSERpB6UghGiNJMASIohomkZBuZusYie5ZS7cElQFrU6RFkzNUNRyR0Y+k2f/UK9ju8SFcMUZPfj7hB6kxIf5fSxCiMaTAEuIIOBwezlc5ORIsUOW/1qJ5GhbsxQSffLjtXy8Yl+DHqMoMK5vB6acmcolpyfLEqIQQUACLCECRNU0cktdHC5ykG+vuzmuCC4pMTYU/BtgKcDQ2z/B24TmjuFWI5eO7sqVZ/ZgZM94/w1OCNEgEmAJ0cIq3F4OFTo4UuSQvKpWymLUkRhu9ft5c4rsnHv/Qr+dr1enCKacmcrk8d1IiLT57bxCiLpJgCVEC9A0jXy7m4OFDvLKXIEejmiiaJuRiFO0yGmsBT/t5qlPN/r9vAa9wrmDO3P12T05f2hnSYwXogVIgCVEM3J7VQ4XOThU6KBCcqvajIa2yKmvc+//mpyiCr+f90SpHcO5/aL+XHFGd8xG/yfpCyEqSYAlRDNwelQO5FdwqLACWQVse7pEWdDr/BucVDjdjLr7c7+e81TiIyzccH4frjuvN9Gh5hZ7XiHaCykNLIQfOdxedmaV8cveAg4USHDVVuma2CKnJhv25vj9nKeSU+zg0Y830vum/3LXm6tJzylt0edvC3766ScURaGoqCjQQ2Hq1KlccsklgR6GOIEEWEL4QYXLy/bMUn5JK+RgoYMmbAITQc6gU5olh+m9H3f7/Zz1Ue708PrinQy+43Oue3kFuw4XBWQcwW7ChAlMnz490MMQrYgUSxGiCexOL/vzy8kqdiIxVftgM/k/b0nTVFbvatkZrJN5vBofLU/j4xX7uPi0ZGb+aSD9k6MDOiYhWjOZwRKiEcocHn4/XMKv+wrJlOCqXbEY/f+yuS+z2O/nbCxV0/hidTqjZnzNZU8vZf3evEAPqcEmTJjAbbfdxvTp04mKiiIhIYF58+Zht9u5+uqrCQsLo0ePHnz33Xe+x2zdupULLriA0NBQEhISmDJlCnl5ldc+depUfv75Z+bOnYuiVM5gpqen+x67fv16hg8fjs1mY/To0ezatct3X1paGhdffDEJCQmEhoYyYsQIfvihaqX+lJQUnnjiCa655hrCwsLo0qULr7/+epVjtmzZwllnnYXVaiUmJobrr7+esrKyZvjuCX+RAEuIBiip8LD5UAmr9heRXSLlFtojk97/L5tfrU73+zmbStPg2/UHOeOfC/nTkz+w81BRoIfUIO+88w6xsbH89ttv3Hbbbdx000385S9/YfTo0WzYsIFzzz2XKVOmUF5eTlFREWeddRZDhgxh3bp1LFq0iOzsbC677DIA5s6dy6hRo7juuuvIzMwkMzOTpKQk33PNmjWLOXPmsG7dOgwGA9dcc43vvrKyMi688EKWLl3Kxo0bOf/885k0aRIZGRlVxjtnzhyGDx/Oxo0bufnmm7npppt8gZrdbue8884jKiqKtWvX8t///pcffviBW2+9tQW+k6KxZBehEPVgd3rYnVMuNawEydFWvya5K8DwO/6L2xvcZTwMeoWrJ/Zi1mWDiQ23BHo4pzRhwgS8Xi8rVqwAwOv1EhERwaWXXsq7774LQFZWFomJiaxatYoffviBFStWsHjxYt85Dh06RFJSErt27aJnz55MmDCBwYMH88ILL/iO+emnnzjzzDP54YcfmDhxIgDffvstf/jDH6ioqMBiqfn71L9/f2688UZfgJSSksK4ceN47733gMq6eR06dODhhx/mxhtvZN68ecycOZODBw8SEhLie55JkyZx5MgREhISmDp1KkVFRXz55Zd+/V6KxpMZLCFOwe1V2ZVdxqp9RRJcCQC/t8fJL6kI+uAKKnO05n1fmQw/9+utuDzeQA/plAYOHOj7t16vJyYmhgEDBvhuS0hIACAnJ4fNmzezbNkyQkNDfX969+4NVC7xNeS5EhMTfeeFyhmse+65hz59+hAZGUloaCg7duyoNoN14jkURaFDhw6+c+zYsYNBgwb5giuAMWPGoKpqleVIEVwkyV2IGmiaxuEiB3tzy3FLrQVxlNWo8/sOwuVbj/j1fM2tyO5i1vvreGPJLh792zAuOT0l0EOqkdForPK1oihVbjv2/6iqKmVlZUyaNImnn3662nmOBUz1fa4Tzwtwzz33sGTJEp599ll69OiB1Wrlz3/+My6Xq9ZzHDvPsXOI1kkCLCFOUmB3szu7jFJncH9CFy3P2gw7CN/8foffz9kS9meX8vfnfmJ0nwSevmoEQ7rFBnpIjTZ06FA+++wzUlJSMBhqfls0mUx4vQ1/TVi5ciVTp07lj3/8I1A5o3Vignx99OnTh/nz52O3232zWCtXrkSn09GrV68Gj0m0DFkiFOKoCpeXzYdKWJ9RLMGVqJHF4N+XTJfbw8E8u1/P2dJ+3ZHN+PsWct3LKzhS0Dqv5ZZbbqGgoIDJkyezdu1a0tLSWLx4MVdffbUvqEpJSWHNmjWkp6eTl5dX79ml1NRUPv/8czZt2sTmzZu54oorGjwz9be//Q2LxcJVV13F1q1bWbZsGbfddhtTpkzxLXWK4CMBlmj3vKrG3hw7v+4rJKdU8qxE7Qw6/75kbt7f+kog1ETT4KPlaQy+4wse/2Qj5U5PoIfUIB07dmTlypV4vV7OPfdcBgwYwPTp04mMjER39P/8nnvuQa/X07dvX+Li4qrlUNXmueeeIyoqitGjRzNp0iTOO+88hg4d2qDx2Ww2Fi9eTEFBASNGjODPf/4zEydO5OWXX27wtYqWI7sIRbulaRpZJU725JTj9Eiug6hbSrTNrzlYd76+gmW/t64crPpIjLLx8BVDueKMHoEeihABIwGWaJdKHR52ZJVRXNG6PmmLwDHoFJKibP47oaYx+LZP/He+IHRG/0RevmE0XRPCAj0UIVqcLBGKdkXVNPbllrNmf5EEV6JB/N0i50BOiV/PF4x+3prJafd8xcsLt6FKg07RzkiAJdqNMqeHtenFpOWVS2sb0WBWP7fI+XbtAb+eL1iVOz384921THzgG7YfLAz0cIRoMbJEKNo8TdM4UFBBWm458iFaNFbnSAtGvX9msRRg1N2fUt7OdquaDDruvXQg91wyEKOfd2QKEWzkJ1y0aXanl7UHitmTI8GVaBqDzn/J7UV2R7sLrgBcHpVPftnP31//jd1ZpYEejhDNSgIs0SZpmkZGQQWr9xdKrpVoMgX/tsj5dXuW387Vmhj0CnEdoth2pJS/vraGN37ej1c++Yg2SgIs0eaUu7ysyyhmV7ZdZq2EX1hNevBjeYa3lrTO6u1NNWFwEkfK3AC4vRovLNnLlfPWkpFfHuCRCeF/EmCJNkPTNA4WVrB6XyFF5TJrJfzHnwnuHo+XPUfa/g7Ck6V2jGC/vfqy6OaDxfzp5VV88tuhAIxKiOYjAZZoExxuLxsOlrAzy470Zhb+Zjb4r0TDtox8v52rtTi2NOitpZ5vhVvlka93cPeC3ylzyIcj0TZIgCVavQK7mzX7iyiwuwM9FNFGGfX+Wx78ZEWa387VWpy4NHgqi7dm8+dXVrP1cHELjEqI5iUBlmjV0vPL2ZBRjEumrUQz8ld4paDxzdr69bBrK3p2qnlpsDaHCiuY8vpa3vu1fdQJE22XBFiiVfKoGr8fKmFPjhQNFc3LqFdQFP+8VB7KK/PLeVoLo15H7CmWBmvj9mo8/e1u7vhwsywZilZLAizR6tidHn7bX0R2qSvQQxHtgD9b5Hy/4aDfztUanDG4M0dKG790v3R7Dn99bY3UzBKtkgRYolXJLnGyJr0Yu6v9FWkUgWHx0w5CBXh7yU6/nKs1aOjSYG0O5Jfzt//8xtcbj/hhVEK0HAmwRKugaRq7s+38frhUChOKFmXS++dlsrTCRUlF+9iIYdTriEmIbPDSYG0q3Cr//Gwbj3y9A7fHTydtQenp6SiKwqZNmwI9FNGCJMASQc/lUVmfUcKBgopAD0W0Qzo/FRhds6v9VG8/Y3BnMsv8nzv1yW+HmPb2egrtkh4ggp8EWCKoFVe4Wb2/iMLy9vHJXwQXRfFfi5z5S3b55TzBzl9Lg7XZcKCIyf/+jbSc9rVhQLQ+EmCJoHW4yMHaA8U4W+GSgGgbbEY9ih9msLxelS0HCvwwouDm76XB2hwqrOBv/1nLL7vzmveJGkhVVWbPnk2PHj0wm8106dKFxx9/vMZjt27dygUXXEBoaCgJCQlMmTKFvLzj17No0SLGjh1LZGQkMTExXHTRRaSlHa+hdmzZ8fPPP+fMM8/EZrMxaNAgVq1a1ezXKepHAiwRlNJy7WzPLEOTdCsRQP5qkbPrUKFfzhPszhjSPEuDNSlzerjl/U18tCZ4dmbed999PPXUUzzwwANs376dDz/8kISEhGrHFRUVcdZZZzFkyBDWrVvHokWLyM7O5rLLLvMdY7fbueuuu1i3bh1Lly5Fp9Pxxz/+EVWtGr3OmjWLe+65h02bNtGzZ08mT56MxyOlLYKBomnyFiaCh6Zp7Miyc7jIEeihCEGnCAsmP7TJeezDtXz66z4/jCh49eocgScktEVbVekUGN8vgaEpUUw9rbPf8uUao7S0lLi4OF5++WWuvfbaKvelp6fTtWtXNm7cyODBg3nsscdYsWIFixcv9h1z6NAhkpKS2LVrFz179qx2/ry8POLi4tiyZQv9+/f3nfONN95g2rRpAGzfvp1+/fqxY8cOevfu3bwXLOokM1giaHhVjd8Pl0pwJYKGXtf0N2wF+GxV2w6ujHod0fGRLd4H9Iy+8WRVePh2Ry7P/rgvoOkEO3bswOl0MnHixDqP3bx5M8uWLSM0NNT351hAdGwZcM+ePUyePJlu3boRHh5OSkoKABkZVTsBDBw40PfvxMREAHJycvxxSaKJDIEegBAAbq/KpkMlFJXL1LYIHno/zIhkFdrb/FL3hCGd2VPSsr+7Y3rGkOk4nkz/W0YxDy/aw8yzuxFhMbboWACsVmu9jy0rK2PSpEk8/fTT1e47FiRNmjSJ5ORk5s2bR8eOHVFVlf79++NyVd1BaTQev9Zj+YInLyOKwJAZLBFwDreXdQeKJbgSQcWkVyq3ETbRj5sP+WE0wat350j2lbZs4d9BXSIoqGG6bHeunVkLd5NZ0vKz4KmpqVitVpYuXVrnsUOHDmXbtm2kpKTQo0ePKn9CQkLIz89n165d3H///UycOJE+ffpQWNg+8vjaEgmwREDZnR7WphdT5pTK7CK4+KtFzlvf7/DLeYKRyaAjsoWXBrvGhaCajWi1lM/IKnXy4Ld7OFjUsnXzLBYLM2fOZMaMGbz77rukpaWxevVq3nzzzWrH3nLLLRQUFDB58mTWrl1LWloaixcv5uqrr8br9RIVFUVMTAyvv/46e/fu5ccff+Suu+5q0esRTScBlgiYogo3aw8U45AyDCIIWYxND7AqnG5yS5x+GE1wOmNwZ7LKWq5GXWyoiegYG+46ujkUVrj517d72J9f3kIjq/TAAw9w99138+CDD9KnTx/++te/1pgP1bFjR1auXInX6+Xcc89lwIABTJ8+ncjISHQ6HTqdjgULFrB+/Xr69+/PnXfeyTPPPNOi1yKaTnYRioDILXXx++ESpOuNCFZJkVYMTWyT88vWw9z671/8NKLg0rtzJO6QkBabvbIa9QxJjaGgAbPdISY9s87tQc+4kGYcmRA1kxks0eKOFDnYfEiCKxHc/LGD8N0f22b1dpNBR1QLLg3qFDitV2yDgisAu8vLo4v3sD2rtJlGJkTtJMASLSqjoIJtmWVIbCWCmR9iK1RV5bfduU0/URA6Y3ASmS24NDi+T2U5hsaocKs8viSNzYdL/DwqIU5NAizRYg4VOtiVbQ/0MISok83U9BY5aZnFfhpNcKncNdhyO37H9Iwhq4mbYJwelaeWprEuo8g/gxKiHiTAEi0is9jBjixpzipaB6sfEty/Xr3fDyMJLi29NFhbOYbGcHs1nl22n1/3S7kD0TIkwBLNLrvEybYjElyJ1sOkb9rslQIsWJ5W53GtTUsuDXaroxxDY3hUjRd+3s/Pe/P9dk4haiMBlmhWuaUuthwulZwr0arodU17acwrKcftbVvlR/okRZLWQkuDcWEmoupRjqExVA1e+eWAzGSJZicBlmg2+WWVpRgkuBKtTVObBv+85YifRhIczEYdEbERLbLz12rUk5oUid3dfAGqqsGLy9NZf7Bt5smJ4CABlmgWheVuNkkpBtEKmQ26Jie4v/X9Tj+NJjiMH5RElr35Z690CoxsRDmGxvCoGnOW7WNrppRwEM1DAizhd8UVbjYelOBKtE5NbZHjdHk4lN92dsv2SYpqsaXB8X3jyW5kOYbGcHk1nvohjd25bef/SwQPCbCEX5U4PGzIKMEr0ZVopcyGpr0sbt7XdmpfmY06wuPCW+TD0piesWQ5Wr4nqcOj8sSSvS3eu1C0fRJgCb8pc3rYkFGMR4Ir0YqZmtge54Of9/hpJIE3fnAS2WXNP6NUWY4hcJsCypxeHlu8l7wyV8DGINoeCbCEX5S7vKw/UIy7pQrkCNFMmpTgrmn8vCXTf4MJoL5dokgraf7gqjnKMTRGfrmbR7/fQ6mj5ZYoRdsmAZZoMrdXZdPBElwSXIlWrqktcg5kt412LGajjrCY5l8abM5yDI1xuNjJ40v24nC3/FKlaHskwBJNomkaWw6XYnfJC5Jo/UKa2CJn4boDfhxN4IwflER2M+8atJn0pHZp3nIMjbE3r5xnl+2XPFLRZBJgiSbZlW0n395yTV+FaE6WJrTIUYD3lu7232ACpF+X5t81qNcpjOgZS0EAktrrY9PhEt5dezjQwxCtnARYotEOFlZwsNAR6GEI4TemJuwgLCxztPqlJbNRR2gLLA2O6xPXouUYGuOb7Tks3Z0X6GGIVkwCLNEo+XYXu7KkdoxoWwxNSMJaua31J7ePH9z8S4OjA1SOoTHmrTrIdmlSLxpJAizRYHaXl98PSX9B0fbomrCT7a0fWnf19n4tsGtwUJdICltRj0aPqvHssn3kljkDPRTRCkmAJRrk2I5BqXUl2hqLUQeNTHB3e7ykZbbeHYQWo56QmObtNdgtPgTVbAh4OYaGKnF4eOqHfVS08uVf0fIkwBL1pmoavx8upVx2DIo2yNqEBPet6fl+HEnLGze4MznNuFklLsxEVHTwlGNoqAOFFby4PB1Na53jF4EhAZaot13Zdgpkx6BooyxNSHD/eMVeP46kZfVLjmJvcfP9XgdrOYaGWptRzIcbjgR6GKIVkQBL1MvBggoOyY5B0YYZ9Y1dutJYtP6gX8fSUixGPaHR4c22bBfs5Rga6ovfs1mRVhDoYYhWQgIsUad8u4td2bJjULRtOqVxL4eHclvvLrNxgzs3667B8X3ig74cQ0O9tvIA+/LKAz0M0QpIgCVOyeH2suWw7BgUbc9Hr7/ArZedw8XDU7hsbB9umvpX9u2tWij0iQdnMrxXJ8YNSeWrTxdUue+7rz/n+r//ie83ZLTksP2mf3J0sy4NjukZS2Yb7Ovn8mrM+WmfdK8QdZIAS9RK0zS2HimTBs6iTdqy7lf+b/I1zP1oES+99zkej5ur/zqJcnvlbO3Sxd/wv88/5u2Pv2bGA48z6+6bKcivLDxZWlLMc08+xMNPvcD8H3YF8jIaxWLUExId1mxLg4O7RFLQisoxNFR2qYvXVraNtkii+UiAJWq1L6+cwnJJahdt0xOvf8K5f5xMSmpvBgwYxNNzX+fIoYNs/X0jAGl7dnHa6PEMGDyMSZdeRmhoOIcy0gF4+pFZXHHVdYRFx1NS0fp+R5pzabBbfAjeVliOoaFWpxfx3facQA9DBDEJsESNCuwu9uVVBHoYQrQIk0FHWWllHavIyCgA+vQbwJbNGyguKmTr5g04HBUkd+3OujW/sn3LJq687mZW78oO5LAbpX9K8y0NxoWZiW7F5Rga6t11h0mTfCxRC0OgByCCj8ujsvVI603cFaKhFE3jsfvvZdjIUfTs0w+AcWeew8V/vpxLzxuHxWJl9kuvY7WF8K8Zd/D0i//hw/mvM/uZObh0NszDpqKL6BTgq6ib1aTHFhVGWTPMXlWWY4hoMzsG6yPEpGf5vnySIi1N6mMp2iZFk8pp4gSaprHhYDEFzdyPTIhg8vbT97H8x+/56OsfSOzYudbjXnr2cUqKi/nT5VMq87VGzcJzZDOevUuxnvNQyw24kc4dkczuYv//but1CmP7tr0dg6fSOz6E6FADHhX6dwjjwj7xgR6SCDISctcgPT0dRVHYtGlToIfS4tYfKuaX9EJUpe0mqLYlv6/7lQdu/huXn9Gfc/vGsfKHb6vcX2Ev4+XHZnLFmQO5aEgS1140hoUL5lc55t9PP8CfTk/lirMGsfR/n1a5b/mir3jg5r8192UE1L+f+AfLlnzHe58tOmVwlbZnF199uoDp/3iQNb+uoOfAESjmcAxJI1GLDqC5g3tJfUBKNHuaaWmwLZZjqI1epzC6ayRhVj2eoy+TW7NK2ZEts/6iKlkiFD65ZU6W7yvAo2psziylW7SNCJMx0MMSp+AoL6dbr36cd+kVPHL71Gr3/3v2g2xevYKZT79GQqck1q/8iZcenUFMfAdGnXU+q5YtZtnCz3jyjf9y+MA+5tx/B8PHnklEVAz20hLenvsET7/5WctfWAvQNI1XHv8Hq5Z+x4dfLiYpOeWUxz5w723c9/BThISEonq9HMwphmhA9R47qEXG3RhWkx5LZBil5f4PgtpqOYaaxIWa6JMQgsOropzUt/L73bl0ijATbpHXTFFJAiwBVHaNX7g9p0oT530F5URYDHSLCkEKYQWnkePPZuT4s2u9f/vGtZx9yeUMGjkGgD9cdiXffPIOO7dsYNRZ53Nw324GjhxDz/6D6dl/MK89dT9ZhzKIiIph3rMPc9HlVxN/ilmd1uylR2ey7JvPeOmtBYSEhpKbkwVAWFgEFqu1yrGfvP820TGxTDzvDwAMG3k6Tzz2EJa4CXizfkcJ74hislV5jGvbl7i3f1XlNiWsA7bznwTAuekjPOkrUQwmTAP+giF5lO84z8G1eA6sxDJ2ul+uddygzs2yNHi8HEPb3jEIMCAxlBCLAUct5SecHpWF23O4fEhHdI1sGi7alna9RKiqKrNnz6ZHjx6YzWa6dOnC448/7rt/3759nHnmmdhsNgYNGsSqVat89+Xn5zN58mQ6deqEzWZjwIABfPTRR1XOP2HCBG6//XZmzJhBdHQ0HTp04KGHHqpyzM6dOxk7diwWi4W+ffvyww8/oCgKX375ZXNeejU/p+WTa3dVu73Y4WFzVjEuVZVGp61Q3yEjWL1sEXnZmWiaxqY1v3A4PY1hYyYA0K1XP/Zs3URpcRG7t23G5aigY5eubF2/mr07fueSv18X2AtoRgsXvI29tIRr/nIhowd08/355quqy6R5Odm8Nnc2Dzz+rO+2hK59MPY8D8cvz+M5uBbziGk1PocS3gnrpBeO/znznwB4jmzCm7Eay/i7MQ28DOe6t9GcpQBo7nJcWz/DNHSKX65zYDMtDXZvJ+UYzAYdY7tFYTXrUet4DTxU7GD1gcIWGpkIdu16Buu+++5j3rx5PP/884wdO5bMzEx27tzpu3/WrFk8++yzpKamMmvWLCZPnszevXsxGAw4HA6GDRvGzJkzCQ8P55tvvmHKlCl0796dkSNH+s7xzjvvcNddd7FmzRpWrVrF1KlTGTNmDOeccw5er5dLLrmELl26sGbNGkpLS7n77rtb/PtwsKiC9YeKa71f1WBbTikdw80k2My0h0+rbcUts57khX/dxRVnDkRvMKBTdEx/5DkGDh8NwPCxZ3HWpL9w22XnYLJYuefJl7FYbbz4yAzueeIlFi54m68+eIPwqGimP/QcKam9A3xF/vP99lwAUqJt1ZZ7ThQbn8BP63ZWue2HjYcw9b0YU9+LT/kciqJDZ4modrtacgRdfG/00V0huivOTR+h2nPRm8Nw/f4Jxu5norPFNOKqqrKa9Jgjwyjx89JgXJiZqGgbZa28gXNdOkWY6RZrxdmAoqm/pheSEmWjY4SlGUcmWoN2G2CVlpYyd+5cXn75Za666ioAunfvztixY0lPTwfgnnvu4Q9/qFwSePjhh+nXrx979+6ld+/edOrUiXvuucd3vttuu43FixfzySefVAmwBg4cyL/+9S8AUlNTefnll1m6dCnnnHMOS5YsIS0tjZ9++okOHToA8Pjjj3POOee0xLcAAI9XZdHO3Hode6TESWGFm16xoSiaBFmtwVfvv8HOzet5+JX3SejYmS3rVvHyozOJievA0NFnAHDlrTO48tYZvse898ozDBk1HoPBwIf/fo7/fLWcNT99z+z7buHVT5cG6lKahUGnnDK4qs1bS3bWfRCglmVT/r87QW9EF9Md04A/o7PFoItMwrPvZzSXHdWeC14XutAEvHm7UQsPYBp6ZYPHVJNxg5LY7efZq/ZSjmFI53DMBgVnAztZqBos2pXDVcOT0OvkdbI9a7cB1o4dO3A6nUycOLHWYwYOHOj7d2JiIgA5OTn07t0br9fLE088wSeffMLhw4dxuVw4nU5sNlut5zh2npycyuq/u3btIikpyRdcAVWCs5awMr2QwgZUoq5wq2zKLCE1NoRQgx6ZzQpeTkcFb7/wOP96aT6nnXEuULkkmLZzK5/Of8UXYJ0oY98elv7vv7z22Y8s+vxDBgwfRWR0LOPPv5g5999Bub0MW0hoS19Ks7GZ9A1+TLnDRX6ps87jdNHdMI+4Fl1YB1RHEe7tX+FY9iTWcx/F0GEAavIoKn54BPRGzCOvBYMZ5/p3MY+8Fk/aj7j3LEUxhza6xlbl0qALf/6O6nUKI3rGtukdgzajjuFdInB4VRo7P5dnd7P2YBGnJ0f5dWyidWm3AZb1pCTWmhiNx3eDHPuUq6qVv3LPPPMMc+fO5YUXXmDAgAGEhIQwffp0XC5Xrec4dp5j5wi07FInaw8WNeqxe/LsxNiMJEfYgnnzVLvm8XjweNwoStVUS51Oj1pDpW1N05j70N3cMPNRrCGhqKqKx1P5Ruo9+rfqbVuzFhZjw9NQ1+2pX3sUQ+LxD1c6ktBHd6f8m3vwHFqLset4TP0uwdTvEt8xrm1fok/oh6LocW//H9bzHsVzZDPO3+Y1uMaWzazHHBlKSbl//7/G94knsw0HV8lRVpKizLUmsjfEr+mF9I4PJdIquwrbq3ab5J6amorVamXp0sYteaxcuZKLL76Yv//97wwaNIhu3bqxe/fuBp2jV69eHDx4kOzs4+021q5d26jxNJSqany3M4emdLTIL3fze3YJHi04Asb2qMJeRtqOLaTt2AJA1uEM0nZsIefIIUJCwxg4YjTznn2Yzb+tJPPQAb7/4iN++PoTxpx9YbVzfffp+0RExzDqzPMA6DdkJJvWrGDH5nV8/s6/Se7ei9Dw6vlErZlJ3/CXwPeWNuz3/BjFZEMXloBWVr29jlqSiSdjFab+f8SbuxNdXK8m1dgaOzCJXD8HV225HIMCjOwSQYcIIy4/tfnxqBo/7M7zy7lE69RuZ7AsFgszZ85kxowZmEwmxowZQ25uLtu2bTvlsuExqampfPrpp/z6669ERUXx3HPPkZ2dTd++fes9hnPOOYfu3btz1VVXMXv2bEpLS7n//vsBGpUX0hBrDxaRU1Z912BDeVSNLdmldIm0EGs1oUluVovavW0z9069xPf1f55+AIBzLvkr9z7xMv989nXeev4xnppxI6XFRcR37MzUO/7JRX+dWuU8hXk5fPSf53nhw+OFSnsPHMqfp97M/TdeQWRMLPc+8XJLXFKLamiOjKqqrN1bv5zFk2keB2pZLobkyKq3axrO9e9gGjQZxWABTT1eW6sRNbYGdo1ht5+XBgcnt91yDOEWA4M7h+HwqH7fEbmvoJxdOWX0im87y+qi/tptgAXwwAMPYDAYePDBBzly5AiJiYnceOON9Xrs/fffz759+zjvvPOw2Wxcf/31XHLJJRQX174b72R6vZ4vv/ySa6+9lhEjRtCtWzeeeeYZJk2ahMXSfDtQCspdrEz371bijCIH+eVuesaEgARZLWbQyDG+3XA1iY5L4J4nXqrzPFGx8bz3w4Zqt//95nv4+8331PCI1k8BlAa+oaYdKar3sc7NCzB0HIxii0WrKMS17UtQFAxdTqtynGf/chRzGIaOgwHQxabi2vYV3vy0Wmts1cZm1mOKCAU/7hrsHh+C12RAa4MNnFNjbcSFm3B4mm8WfunePFKibZilV2G7I70Ig8zKlSsZO3Yse/fupXv37n4/v6ZpfLTxCIeKHX4/N1S+afWKC8Gq04MU2xNBzGbSkRBWdy7miZ75dAMf/LSnXsc6Vr+GmrsbzVWGYg5DF5uKqf+f0IUe71mnOYqpWPoolrNmobMeT4h2bf8K954lKOZwzCOvRR/drV7Pee7IZHYX+S+4igszk9wpvM2VY9ArMDI5Eq+mtsjr1LDOEUxMjW325xHBRQKsAPviiy8IDQ0lNTWVvXv3cscddxAVFcUvv/zSLM+36XAx37dAXkB8qInOYRZZMhRBKybESLjFVO/jFWDo7Z/gDdKZnEFdYyg2+q9Onc2kZ3BqTJsrxxBjM9KvY2izzlqdTFFgyrDOdAgzt9hzisCTOcsAKy0t5ZZbbqF3795MnTqVESNG8NVXX9X9wEYod3lZvq+gWc59spwyF1tzSvFKjx0RpEwNXLLJLS4P2uDKZtZjjAjFX8HVsXIMbS246tshlJ4JthYNrqAyhe77XbnSDaOdkRmsdmTxrlw2Hylp8eftGm0l0lT/mQIhWkKXKCt6Xf2DrE9/2cNjC6rnqQWDc0ak+LUdzpn9EtrUjkGjTmFkSgTuAAfIE1NjGda5be3EFbWTGax2IqvUye8BCK4A9hdUkFZkR1EklhfBo6FFtt/6fkfzDKSJBnWLOVpQ1D/aWjmGhDATo7pGBjy4Alixr4BSZ9v53opTa9e7CNsLTdNYujsvoIt1JQ4Pm7JK6B0XiknRNXsZCiFOxahXqhVgPRWny82RgobVomourh0L8R5ej1qahaI3sqvbQKLOuAZzTJLvmKwl/6bo9yUoRjMJZ00jsv/x0jPFO5ZT9PsSkv/6aLVzt7VyDIM6hmE16/xSONQfXF6VH/fkcXH/DnUfLFo9mcFqB7Znl3G4pHl2DTaEqsH2nDKyy52ywVAEVENb5GzaFzwFI9XcXRh6TMR61v2cefNzOF1uDnx4H6qrMgAs3b2K4m3LSJ78JB0mXseRb57HU15ZPsbrsJPz09sknn9btfP6yjG0geDKYtAxrlsUZpOuScWUm8OuXDv78ssDPQzRAiTAauPcXrXFEtvrK7PUyfbcUjRJgBcBYjE0LMD6YFnjqrc3B8v4uzGmjGXokIFk27rQadI9uEtyqMiqLB/hzD+ILXkg1o49ieh3JjqzDXdRFgDZP84jauhFmCLiq5wzLsxMVLQtKJbRmiop0sLw5AicQdKSrCZLdufiCZJZNdF8JMBq49YeLA7KNX+HR2VTVgmlbjdIoCVamFFf/1kaTdNYvi2rGUfTcDazAUNY5a5Br9MOgN4SBoAlvhuOzD14K0qpyNyN5nZhiuqI/eBWKrL2EjPikirnCjHpSU2KaBO1roYlhdMxyowryIOXYoeHTQHKiRUtR3Kw2rAyp4c1Gf6t2O5ve/PLibYaSYm0Ss0s0WIa0iInPbv+3RlaythBndld5EbTVLKW/Btb535Y4rsCENp9OBH9z2Lf27ehGEx0mnQPislC5ncv0mnSPRSsX0jBuq/Q28JJ+sOdDJ8wkuxW3sA51KRnaJfwynY3reTz2pqMIgZ1DMfYiH6YonWQAKsNW7G/ALc3+F9tCirclDg99IkLxdCAxGMhGqOhLXIW/nag+QbTCIO7xbK7qLLXYOail3HmptP1yueqHBM//krix1/p+zpn+XuEdB2CojOQt/JDul/3H0r3rqFw8XNkn/Z+C1+Bf3WLsZIYYW7x2lZNZXd52XComNOSo+o+WLRK8m7WRuXbXWzNLA30MOrtWNPovAonsmQompPNpK/3LlYF+GBZ/VrjtITKpcEQjgVXpXtWk/L32RjD42p9jDMvg+KtS4k/Yyr2jM3YugzAEBLJeRdfSm76DtwV9pa7AD9SFDgtOYLYMGOrzR1bk1GEs5UFhqL+JMBqo1amF7bKMOVgsYPdBXaQmlmimViN9X/ZKyytwOEOnmrmYwd1JrfcTeailynZtZKUvz+DKTKx1uM1TePId3PpcPYN6E1WNFVF83oYnBxJvtN19JjW9wYfaTUwrlvU0b7yrTe1wOFRWXewKNDDEM1EAqw2KLfMyc6cskAPo9HsLi8bM0so93poNQkVotUwNWAH4S/bM5txJA1zbGkwc9FLFG1dSudL7kNnsuIuK8BdVoDqdlZ7TOGm7zDYIgjrOQoAW+d+VGRsJjtjO3u+/5Cwjt0w2cJa+lKapFd8CH07hARNbaumWneoOKiCeOE/koPVBq1MD+7E9vralWsnLsREUrg0jRb+Y2hAgvsbQVK9PcRiQB9mgwovhRsWApD+/j1Vjul40T1EDTrX97WnrJC8lR/R9aoXfLel9BlE+IVTWP78HZjDoxg+7eEWGb8/6HUKpyVH4FZVPG3oc5fTo/JbRhHju8cEeijCz6QXYRuTXerknXWHAj0MvzLqFfrEhaKXCVfhBynRtnrlYLndHkbc+VkLjKhu545MYXdR03oNhpj0DOoRQ4Gz9c2WxIWY6N0hBGcbmbU6mVGvcMPpyQ0ugCuCm7xjtTG/7A+uoqL+4PZq/J5VSqHTf/3WRPtk0iv1TnDfeiC/mUdTP0O6H9s12Hh6ncLwnrGtMrjqnxhK93hbmw2uoPI1bvWBtrHyII6TAKsNySxxkNaGWzCkF1aQVigJ8KLxGjJDsODnvc04kvoJsRjQhdpoaiL3uD5xra7WlUmvMLZbJDazHrUdLLRsOlISlEWhReNJgNWGtMXZq5OVOD1syizBoXolAV40mNlQ35c8jcUbA7/UPnpgZ/IrmjbrNKZXLFmO1jVz1THczGkpEbhaafmFxvCoMovV1kiA1UYcKqpgf0FFoIfRIjRgR04ZmeXOVrxBWwSCUV+/GaxDuYGvITekeyx7mrg0OCQ5koJT1Fna9c3bfHbNMDZ/+Kzvts0LnuPr287k27svJGPVt1WOP7R2CSvnTm/SmOoypHM4SdEWnK2gSLK//X6khGJH03LtRPCQAKuN+LWN7BxsiKxSJ9vySlFbZcUvEQj1ncBatD6jeQdSh1CLEaWJS4Pd40PwmAxotZyjYP829v38ORGdU323Hdm0nIOrFzHurlcY8JfbWT//MZylla8t7vJStn3+KkP+PrPRYzoVm1HHuO5RGA1Ku/2N9mrt87W8rZIAqw3IKXOSXtg+Zq9O5vSobM4qocQlTaPFqenqWZRSAeb/sKu5h3NKowZ2oqAJS4Px4WYio2y1Vjj3OMpZ+/r9DL3qfowh4b7bSzP3E9d7GFFd+5J0+vkYrSHY844AsOW/L9LtzD9ji6m9sGljJUdZGJoU3qYT2etrW1YpheUyi9UWSIDVBvyWURToIQRcWkE56cXlKJIAL2pR3xY5JeVOyhyBSzYe2iOWPU0oyRBi0tOjcwT2UywNbnz/KToMHEtCv9Oq3B6RlEph+nZc9hIK03fgdTkJjU8ib/dGig7spMfZlzd6XDVRgBFdIkiIMLWrfKtTUTVYnSGzWG2BFBpt5Uoc7lZdtd2fCis8lDhK6RMfggFdvbfji/bBYqxf/tXqnVnNPJLahVqMYLNBI5PSj5VjONWOwYNrFlN0YCdnPfhetfs69B9Nl9Mv5MdHp6A3mhk+7SEMZisb33uS4dMeJm3Zp6T98DHmsEiGXjWL8E7dGzVOgDCzgSGdw45WZJff1RPtyC7jzO4x9f6ZFcFJAqxWbu3BIuSD33FeTWNrdhmdIyzEW0215p+I9sekr9/PwttLdjbzSGo3emCnJhUUHd83jsxTBFflBVls/uhZxt39KnqjucZj+l5yA30vucH39favXie+72no9AZ2/u9NznnkYzI3r2DtGw8y8V8fNGqcPWJtxIeb2ky7G3/zqBpbMksZ0SUy0EMRTSBLhK1YucvL55uz0aFgkDiiikPFDnbmS80scZxRV/fLndfrZXuAmu8O7RHbpOBqTK9YMuvI2ypM34GzpIClD/+Nz68dyefXjiRv13r2Ll3A59eORFOrPr4kcz8Zq76l3x9vInfnOmJ7DsEcHkXnkedQdGAn7gp7g8aoU2BUSiTRIQY88snwlDYeKUEarbRuMoPViv24J5/sUhfZpS6MeoX+iWGEmHW42uH25pqUuyubRveMDcFm0KPIbFa7Vp8l4x0HA5P7EmZt2tLg8XIMp77G+D4jOfuRj6vctv6thwlLTKHnBVeh6I4vSWmaxsZ3nmDg5XdhsNjQNBXNWzk7ph79W9PqPwMVbTPSPzG0ctZKlu/rVFThZn9BBd1ibIEeimgkCbBaKVXT+G5Hju9rt1dj46ESFCq7zceHyfT7Mbvz7MTajHSJsElt0nbKbKhfTt6nv6S1wGiqGzWg8UuDvnIM9ZgRMlpDiOjco8pterMVU0hEtdvTl3+BOSyKjoPHAxDTYxDbv/oP+WlbyN6ykrCO3TDZwuo1xr4JoUTY9PKa1EAbDxdLgNWKSYDVSq3LKCa7tHoRQg3YmWNnZ46dpEgLKTFWnF4v7T2JNK/cTZGjhL7x0jS6PbIa6/4/V9D4ak168w/mJMN6xDU6uDpWjuFUOwYbw1Gcz86FbzHhn2/7bovu1p+e5/2dX1+4A3N4FMOnPVzneYw6hZHJkbg1FZlYb7h9+eUUV7iJsBoDPRTRCIomi7yt0r++2822rPrtHoyyGunTIQQNTV7kgORIK9EWI+096GxPOoSbsRpP/XkyM7+MC/71TQuNqFKY1UiP1I4UNqIsRIhJz8AeMRQGaQPn+FATvRJs7bIiuz+N7BLJhO4xgR6GaAT5KN8KHSysqHdwBVBY4ebX/UVsPFiK16th0rXvwOJAUQV7pGl0u2LU1/1St3TTwRYYSVWnD+jUqODqWDmGYA2uBnUMo1ucVYIrP9iSWYJHllZbJQmwWqGle/Ib9TiHR2X9wRJW7i/C7vBiqcebTltV5vRWNo32StPo9kBfj/yrt1u4evuw1LhGFxQd3zfulLWuAsVsqGx3YzbppHyMn1S4Val12Eq133fYVsqjaixPK2jSOTQNtmWVsTytkJwS19FAq/29GmrAjtwyjtgdMpvVhtVnwrbc4SK/1Nn8gzkqzGpEtTYuebk+5RgCoXOkhRFdIqTdTTPYcLgk0EMImKlTp3LJJZf49Zzz588nMjLSr+esiSS5tzLrDxZT4sc2HukFFaQXVBAbYqRXfAhetHb3yTO7zEVRhYfecSHo5DNHm1OfFjlrd+ec8n5/O31Ap0bNXtW3HENLG5YUjsGg4FIluGoOWaVOMkscJIZbAj2URpswYQKDBw/mhRdeaNDj5s6d22rrgcm7SSvz4568Zjlvnt3Nyv1F/H6oFE2t3P3Tnji9KpuzSil2SZPVtsZaj3Yj7yxtuertwxu5NOgrxxBEwVWISc/47lHo9YqstDezje10FisiIqJFZpuagwRYrUhhuZuNh5r3l6zcrbI2o5jV6cVUOFXM9Wwv0lbsKyhnX5Fd6iC2ISbDqV/mVFVlQ1rj8hobKtxmxGO1Nvhxx8oxuINoerlrtPWEXoKiue3MKaPC3fxLw59++ikDBgzAarUSExPD2Wefjd1uZ8KECUyfPr3KsZdccglTp071ff3qq6+SmpqKxWIhISGBP//5z0DlMt/PP//M3LlzURQFRVFIT0/H6/Uybdo0unbtitVqpVevXsydO7fKc5y8RDhhwgRuv/12ZsyYQXR0NB06dOChhx6q8pjnnnuOAQMGEBISQlJSEjfffDNlZdXz2L788kvfeM877zwOHvTvRhcJsFqRn9PyW2z5znu0F9aKtCLyS91Y9LpWO03bUMUOD5uyinGparu55rbMUMds7J7DRS0zEOC0/p0oamC19hCTnu6dI/xe66qxFAVOS44gLtyIK4gCvrbOo2r8fqR5P2BnZmYyefJkrrnmGnbs2MFPP/3EpZdeWq/XwXXr1nH77bfzyCOPsGvXLhYtWsT48ZVFaufOncuoUaO47rrryMzMJDMzk6SkJFRVpXPnzvz3v/9l+/btPPjgg/zzn//kk08+OeVzvfPOO4SEhLBmzRpmz57NI488wpIlS3z363Q6XnzxRbZt28Y777zDjz/+yIwZM6qco7y8nMcff5x3332XlStXUlRUxOWXX96I71rtJAerFVnWyN2DTZWWX05afjkJYSZ6xIXgUdU2nxKvarAtp5SO4WYSbGaCLedF1F9dLZK+XLWvRcYxvGfDlwaPlWMIlh2DERYDgzqH4QjCPLD2YHNmKaclRzXb+TMzM/F4PFx66aUkJycDMGDAgHo9NiMjg5CQEC666CLCwsJITk5myJAhQOUyn8lkwmaz0aFDB99j9Ho9Dz98vGBt165dWbVqFZ988gmXXXZZrc81cOBA/vWvfwGQmprKyy+/zNKlSznnnHMAqsy0paSk8Nhjj3HjjTfy6quv+m53u928/PLLnHbaaUBl0NanTx9+++03Ro4cWa9rrovMYLUSu3LKOFzccrucapJd6mLlvkK2Z5ahaO0jT+tIiZOd+WVossuwVaqrRY4CfPJL8wdY4TYjXkvDlwbH94kPmuCqZ1wI/RJDjwZXIhCKKtxkljia7fyDBg1i4sSJDBgwgL/85S/MmzePwsL69ec855xzSE5Oplu3bkyZMoUPPviA8vLyOh/3yiuvMGzYMOLi4ggNDeX1118nIyPjlI8ZOHBgla8TExPJyTm+UeWHH35g4sSJdOrUibCwMKZMmUJ+fn6V8RgMBkaMGOH7unfv3kRGRrJjx456XW99SIDVSgRq9qompU4vaw4U81t6MS5328/TqnCrbMosocztoT2Ws2jNbKZTJ7jnFpXjbYFlrtP6d6KwgUuDY3vFkunHHcONpdcpjE6JJMKmxyNL5gHXnDWx9Ho9S5Ys4bvvvqNv37689NJL9OrVi/3796PTVU8TcbuPz8iGhYWxYcMGPvroIxITE3nwwQcZNGgQRUVFtT7fggULuOeee5g2bRrff/89mzZt4uqrr8blqt4G7kRGY9XWQYqioB7dwZqens5FF13EwIED+eyzz1i/fj2vvPIKQJ3n9TcJsFoBp0fl1/31+xTRktyqxqbDlXlaRXZPmy9cuiffzoGSCkmAb0UsdSS4L/v9cLOPYUQjlgaHJEeSHwQzRbEhRkZ3i8SDVq9m2aL57cyxN2tuqKIojBkzhocffpiNGzdiMpn44osviIuLIzMz03ec1+tl69atVR5rMBg4++yzmT17Nr///jvp6en8+OOPAJhMJrzeqh8yVq5cyejRo7n55psZMmQIPXr0IC2taQ3X169fj6qqzJkzh9NPP52ePXty5MiRasd5PB7WrVvn+3rXrl0UFRXRp0+fJj3/iSQHqxVYm1FEuTvwL7ansjvXzu5cO50izHSLseFSvQHfTr7qqw9Y/b8PKcw6BEBCSioTp9xG79POAOB/rz7O+sWfY7JYueC6exly9sW+x/7+07ds+P4Lpj4xr8o5C8rdlDhK6BMXikFp2wFlW2CoY3b1ze/9txxQkwibCY/FCg2YveqRcLQcQ4ATyPt3CCXMasAZBIGeOK7U6eFwsYPOkQ1fcq7LmjVrWLp0Keeeey7x8fGsWbOG3Nxc+vTpQ0hICHfddRfffPMN3bt357nnnqsyO7Vw4UL27dvH+PHjiYqK4ttvv0VVVXr16gVU5kKtWbOG9PR0QkNDiY6OJjU1lXfffZfFixfTtWtX3nvvPdauXUvXrl0bfQ09evTA7Xbz0ksvMWnSJFauXMm///3vascZjUZuu+02XnzxRQwGA7feeiunn3663/KvQAKsVmH1gaJAD6HeDhc7OVzsJNJqoE9CKCiBazAdEdeBC669l9jOKWiaxvrvP+fdB27k9v98RUHmQTYt/R/Xzp5P3qF0/vvMP+g5YhwhEdFUlJWy+K3nuPaZd2s8r0fV2JJdSpdICzEWE5LsG7z0pwiCHU43WUUVzfr8I/t3Yk9R/ZclEsLNhEdaKfcELrgy6RVGJkfiUlW8siQYlHbm2JslwAoPD2f58uW88MILlJSUkJyczJw5c7jgggtwu91s3ryZK6+8EoPBwJ133smZZ57pe2xkZCSff/45Dz30EA6Hg9TUVD766CP69esHwD333MNVV11F3759qaioYP/+/dxwww1s3LiRv/71ryiKwuTJk7n55pv57rvvGn0NgwYN4rnnnuPpp5/mvvvuY/z48Tz55JNceeWVVY6z2WzMnDmTK664gsOHDzNu3DjefPPNRj9vTRRN9qEHNZdH5ZqPfm+1iaVmg47+iaFYTXpcQVAv56GLh3HhDTMpLyni8J5t/O2Byporj/7pNKY+Po+k3gP57Ln7iU/qxri/XFPn+UJMenrGhIAmQVaw0SuQFGWrdWlr1fYj3PTqimZ7/uE948jDVO/jQ8x6BnaPCWgD58RwMz3ibNLuJsiFmPTcPDpZlm2DnKxxBLnfj5S02uAKKvPH1h8sYeW+QsoqAtdgWvV62fTjQlyOcpL7DiGxe28O79pCeWkxh3Zvxe10ENMpmf1b1nFkzzbGXHpVvc5rd1U2ja7weqRpdJCxmU/dIuf9Zbub7bkjbCY85vrPMBh0CsNTYwMaXA3uFE5ytEWCq1bA7vKS0cyzr6LpZIkwyK3JKA70EPxC02B7dhlkQ5coC8nRVlze5s/Tyty3i1dv/QselxOT1caVD79GQkoqCSmpDDn7Yl6+6Y8YzRYum/kMJouVL194kL/MnM3qrz9g5RfvERIRxaV3PUaHrj1rvzZgZ66d+BATncMtaDKbFRRO1SJH0zRW7shutuce2b9jgxLbx/WJJzNA5RisRh3DjzZpltCq9diVYyc5qnENw0XLkCXCIOZVNa5bsIUSZ+C3ajeHGJuRXgkhqIDaTD+GHreLopwjOOxlbPn5O9Z++wk3PP8hCSmp1Y5d8s6LOMpKGH7+n3ljxlTufPMbdqxaxqov3+P2/3xVr+cz6RX6xIWhk7ysgOsUacGkrznI2pdZxKWPL26W5x3RM55cjHUfeNTYXrHkBSjnqkuUhS7RFlyBSpQUjRZq1nPTKFkmDGayRBjEdmSXtdngCiC/3M2v+4vYfKgE1QvGZqinZTCaiO2UQuee/bnguntJ7N6HXz5/p9pxORlpbPzhK8695k72bV5D14EjCI2MYdCECzm8ZxvO8vrVnnF5NTZnlVDkbNl6K6K6U+3y/N9v6c3ynBE2E26zpd7HD00JTDkGBRjRJYIOESYJrlqpMqeXrNLAFp8WpyYBVhBb04p2DzZFhVtl3cFiVu0rotypYm7GPC1NVfG6qwY/mqbx+XP3c9FN/8RsDUH1elE9lYGt11v597EidvW1v7CCtCI7ilSAD5ja4isF+PCnPc3ynCP7d6SonnlUPRJCcBsNLV7OJMysZ1yPqKPfH5n9aM325NoDPQRxChJgBbG1GUWBHkKLUjXYmlnKirRC8kpdlQnxTVg6/G7eM+zb/BsFWYfI3Lfr6NdrGDzx/6oc99s3HxMSGU3f0RMBSOk/jL2bVnFg+0ZWfPoW8ck9sIaGN/j5SxweNmWV4FS90jS6hVmMulp7EBaUVuBshrpyI3rG1zvv6lg5BncL17rqHmtjYKewVr1xRhy3J08CrGAmSe5Bam+enTx7w6o/tyX78ivYl19BfKiJ1HgbXlVrcAJuWVE+nzx1LyUFOVhCwkjs1ptrnn6bnsPH+o4pLchj2QevcfNLx7u3J/UZxPi/TGP+P68jJDKGv86c3ejrUDXYnlNGYpiZxFCLbDRsIbZTJLiv2JpZ632NFRliwmUxg6Pun9IQs55unSNadMegToGRyZGomtriQZ1oPvnlbgrKXUTb6l8ORLQcSXIPUh+uP8znvzffLqfWJtSkp19iKHq9gqeVvkFYDDp6x4bWOrMi/Ccx3IzFWPPnx0se/Yb0bP/2cztnZNd6FRQ16BTG9G3ZBs5RNiMDEkNxSPmFNumMbtGclhwV6GGIGsgSYZBa10bKM/hLmet4g2mnq3nztJqLw6OyKauEUrcbaRrdvGrbMOFye/weXI3sFV/vau3jWji46pMQQp8ONgmu2jBZJgxere9dqh0oqnCTUeQI9DCCkkfV2HykMk+r0O7Goq/e4T3Y7c0v50BxhSTANyNdLRnuW9Pz/fo8kSEmnGZzvY4d2yu2xWpdGXQKY7pGEmY1IOlWbVtmqVP6RQYpCbCC0NbM0kAPoVXYk1vO8rRCDhU6Mel0tKZyMAUVbn7PLsWtyQujvxl0Sq21gT5a7t/dgyP6daK4HnlXLVmOIT7UxKiuEbhb2QcP0TiaBoeL5QN5MJIAKwhty/TvEkZbl1ni5Jd9hezItKNDwdBKfqo9qsbW7FLyKpzIkqH/2Ey1JbhrLNl42G/Pc1o9lwZTE0JbrBzDwI5hdIuz4pTaVu3KIWmbE5RayVtR+7JFZrAapcThYXV6EWsPlOD2aJiaoXBpczhY7GB3gR1Nlgz9wmKs+WUtI8d/v1eRISYcprqXBhPCzYRFWpp9557ZoGNctygsJh2tdA+IaIJDMoMVlCTACjL5dpdU520it1dj46ESVqYVUVLuCViD6YY41jS63CNNo5vKVMv/96L1B/z2HMP7daTYeeolv2PlGMqbuQ1OpwgzI5LDcTawGK5oOzJLnXhkI0PQCf53nnZGZq/8RwN25thZnlZIZpHz6M7D4A5eduXZOVTmkAT4JtDrqs9cKsC7S3f75fyn9U5gbx0FRQ06heGpsc1e62pYUjhJUdJLsL3zqhpHSuSDebCRACvIbJMAq1kcLHKwIq2QPdkVGBSFYF49zLW72JJTirfBpVUFUGOdsWK7kzJH03fwRYaYcBjrLuo4rk/zlmOwmfSM7x6FXq/IT4kA4FCx5GEFGwmwgszWLElwb06FFZUNpjceLEX1aphqmO0IBm6vxu9ZpRRK0+gGsRp1Ne4gXL0zyy/nH9GvU51Lg2N7xZLph2CuNinRVoYkhUltK1HFQSntE3SkVU4QyS51klsmb6gtweFRWXewBJ0CfRJCiQkxBuUbVnphBflmFz2iQ0ALzmAwmFhr2UH41pKdTT73ab0T6tw1ODQlkjy3SnPUDFGAEckRKIqGW5YExUmOlDhQVQ1dkH5obI+CdgbL6XRy++23Ex8fj8ViYezYsaxdu9Z3/7Zt27jooosIDw8nLCyMcePGkZaW5rv/jTfeoE+fPlgsFnr37s2rr75a5fwzZ86kZ8+e2Gw2unXrxgMPPIDbfTyv4qGHHmLw4MG89957pKSkEBERweWXX05pafMt4Un9q5anarAtq4zlaYXklBxtMB1keVqlzsoEeKfqlQT4OlhqqNHh8XrZeaioSeeNCjVTYTz1rsHUhFBcBn2zBFcRFgPjukeBQouUexCtj9urkV0meVjBJGgDrBkzZvDZZ5/xzjvvsGHDBnr06MF5551HQUEBhw8fZvz48ZjNZn788UfWr1/PNddcg8dTOS3/wQcf8OCDD/L444+zY8cOnnjiCR544AHeeecd3/nDwsKYP38+27dvZ+7cucybN4/nn3++yhjS0tL48ssvWbhwIQsXLuTnn3/mqaeearZrlgArsNILKlieVsi+3AqMikIwfRDUqGwanVnulLfXUzDoqr+kbc8oaPJ5h/ftSMkpEtYTws2ERVlojg2DPeNs9O8ovQRF3WSZMLgEZbNnu91OVFQU8+fP54orrgDA7XaTkpLC9OnTKSwsZMGCBezatQuj0Vjt8T169ODRRx9l8uTJvtsee+wxvv32W3799dcan/PZZ59lwYIFrFu3DqicwXrmmWfIysoiLCwMqAz6li9fzurVq/19yQDc8ulWsktliTBY2Ex6+nUIxWRQmr2OUUOYjzaN1kmoVU1KtK1aDtaD763m6zWNL9Fweu8EstTasylCzHoGdo/x+45BvQIjkyPxaGqtlemFOFH3GBt/GpgY6GGIo4IyBystLQ23282YMWN8txmNRkaOHMmOHTvIyspi3LhxNQZXdrudtLQ0pk2bxnXXXee73ePxEBER4fv6448/5sUXXyQtLY2ysjI8Hg/h4eFVzpWSkuILrgASExPJycnx56X6lDo9ElwFmXKXl7UZxeh1Cv06hBJh1QdFhWynR2VzVgndo22EmwwggRZQc4scBa1JwVVUqJlyoxlqCZ6OlWPw947BmBAj/TpUzlq1luBq3+bfWP7xPA7t2UZpfg5XPvIa/cae47tf0zSWzJ/Lb998TEVZCSn9h/HH6Y8Q2zkFAI/LyafP/pPtv/5AWHQcl9zxMKnDjr8H/LxgHkU5R7j49n+19KW1GoeLHWia1mp+Ztq6oF0iPBWr1VrrfWVllbvw5s2bx6ZNm3x/tm7d6pt5WrVqFX/729+48MILWbhwIRs3bmTWrFm4XFUDnJMDOEVRUJupmF9aXnmznFc0nVfV+P1IKSvSisgvC54G02kF5ewvLpeaWUeF1JDgfiTf3qRzDuubeMqlweYox9CvQyg9422tbknQ5aggsXsfLrn9oRrv/3nB66z8/B3+eOcj3PrKZ5gsVt6ceTVuV2Xe0JqFH3N4z1Zufum/jPzD5Xz0+J2+37OCzIP89u3HnDftrpa6nFbJ4VHJs8sH9WARlAFW9+7dMZlMrFy50neb2+1m7dq19O3bl4EDB7JixYoqSenHJCQk0LFjR/bt20ePHj2q/OnatSsAv/76K8nJycyaNYvhw4eTmprKgQP+q/LcGBJgtQ5peZUNpjMKHJUNpgM8nqIKD5uzSnBr3qAI+gKpphY5SzYebPT5Tu9z6oKi/i7HYNQrjO0WRYhFTxBMlDZY79PO4Lxpd9F/3LnV7tM0jV8+m89Zf7+FfmPOIbF7by77x7OU5GWz7ZclAORk7KXvqIl06NqT0Zf8HXtRAfbiyvy5L154kAuum4ElJKzauUVVkocVPIJyiTAkJISbbrqJe++9l+joaLp06cLs2bMpLy9n2rRpqKrKSy+9xOWXX859991HREQEq1evZuTIkfTq1YuHH36Y22+/nYiICM4//3ycTifr1q2jsLCQu+66i9TUVDIyMliwYAEjRozgm2++4YsvvgjoNaflNe2TtmhZ2aUusktdhJn19O0QikEfuDwtrwZbs8voFGEhwWpqt7vMjDW0yHn7h12NOld0qBm73gzemmev/F2OoUOYmdR4G85WNmtVXwWZByktyCV12GjfbdbQMJL6DCJj+0YGn3URid37sHHJl7idDnavXUFYTDwhEdFs/OErDCZzjYGbqO5QsYOhnSPqPlA0u6AMsACeeuopVFVlypQplJaWMnz4cBYvXkxUVBQAP/74I/feey9nnHEGer2ewYMH+3K2rr32Wmw2G8888wz33nsvISEhDBgwgOnTpwPwf//3f9x5553ceuutOJ1O/vCHP/DAAw/w0EMPBehqZQartSp1ellzoBijTqFfYihhlsDlaR0udlBQ7qJXbChKO6yZZThp26e9wkVhI7etD+2bWOvsla8cg5/+mwd3CsNi1LXZ4AqgtCAPgNCo2Cq3h0bFUlqQC8CIC/5M1r6dzLn6fEIiovjbgy9SUVrM92+/wA3Pf8DiN59j87KFRHfswl/ufYqIuA4tfh2tQa6UaggaQbmLsL0pdXi4+qPfAz0M4QcK0DM+hIQwU0BzaHrGhmAz6GtsG9MWKVTuIDxxRmnZ5oPcOa/mXcOnMqpPApnemj97JoSb6dQxjHJ30182LUYdI7pEtMnAauZZPaokuadv3cBrt1/GrP/+SnhMvO+49x++DUVR+NuDL9Z4nk+enknHHn2I7tCZRW/O4dZXPuOnj18ne/8epjz8SotcS2ujU+Cu8d2k4GgQCMocrPZmf4HMXrUVGrDraIPpw4UOzDodSgAKl+7Os3OopKI5al4GJaupeoHPdxqxPBgdaqZMX3NB0VCzgW6dI/wSXCVFWRjeRoOrmoRFV85clRXmVbm9rDCPsOi4Gh+TtnEV2el7GH3JFNI2r6H3aRMwWW0MPONC9m1e0+xjbq1UDQodp25GLlqGBFhB4ECBNOlsiw4XO1mxr5Bd2eXoafkG03nlbn7PLsHTDtoBW09KcFdVlU378xt8nqF9O1Lqqp53ZdApDE31T62r4UnhdIww4WonwRVAdGISYdFx7N1wfEbRYS/l4I7NdOk7pNrxbpeTL198iEvvehSdXo+mqng9lUGD6vWg1pIbJyoV2CXACgYSYAWB/RJgtWlFFR5WpRex4WApHo+GqYZk7ObiUTW2ZJVS4HARbC2A/MlsqFqiYffhwgafY1SfDuytpdfguL5x5DSxHEOoWc/47lHo9Eqb3IjgrLBzZO92juzdDlQmth/Zu53C7CMoisLYP03lx/dfZfvKH8jct4uPn7qX8NiEKrWyjln63sv0GjmBTqn9AEjuP5StK74nM20nv375Hin9h7XotbU2+eVSqiEYBG2Se3siM1jtg9OjsuFQCYoCfeJDiQ1tuQbTB4oqm0anttGm0caTpge//HV/gx4fE2amTG+EGv4/xvWOI7OiaTMm3WNsdIgIbF5eczu0awuv3/V339cLX3sCgGHnXcplM2dzxuXX43JU8Nlz9+MoKyFlwHCueeotjKaqS7JZ+3fz+0/fMv31//luGzD+AvZtWsNr0y8nrnM3Jt//XMtcVCslAVZwkCT3APOqGn97bxOeIGrFIlpOlygLydFWXF5vi8xqKECvuFCsOl2zNCUOlJQYK8rRCXkFGHr7J3gb8Dt19siuNc5eDUuJwq5TGv29UhQY2SUCTdGQivuipSSGmZkyvHOgh9HuyRJhgOXZXRJctWMZhQ5WpBWyN6cCg6Kga+agRwN25pZxxO6ANlIB3qhXfMEVQE6RvUHB1ai+NS8NpiaE4jQ0PhCNshoZ1z3q6IShBFei5eSXSw5WMJAAK8CyS6Vmiah8Qfx1fxGbD5WgqWBq5i3W2WUutueUobaBvKyTW+T8uPlwvR8bE2amTFe9p2lCuJmwKAueRn57eseH0CfRhsPTdpcERfByeVVKnf5t4SQaTgKsAMsqkQBLHFfhVlmbUcyq/UWUO1XMzZgQ7/RWNo0udrXuT7vmk3YQvrlkZ70fO6RPIqWuqkFQU8oxGHQKY7pGEmbVI7GVCKQC6UkYcJLkHmAyg1W37+69iPL8zGq3dzvzLwyZ8g82L3iOAyv/h8Fkpf+fb6XLqAt9xxxau4QDv37DmDteaMERN51Xg62ZpQB0jbGSFGnB4fE2S97UvoJyIiwGukeF0BozMk/clelwuskpqt+mkdF9O1Sr1n6sHENjdgzGhZrokxCCw6uitKH8NtE65Ze7SY4O9CjaNwmwAiyrVD5l1OWsB95D047v4io+lMYvc26m84izObJpOQdXL2LcXa9Qlp3BurcfIaH/KMxhUbjLS9n2+auMu+fVAI6+6fbnV7A/v4L4UBOp8Ta8qub3ylbFDg+bsorpEx+KEV2rChBOzFvbkJZbr8fEhlso1RnhpO/kuL5xZDYiuBqQGEqIRd+mdwmK1kV2EgaeLBEGmMxg1c0cHoUlItb3J2vzCkLiOxPbaxilmfuJ6z2MqK59STr9fIzWEOx5RwDY8t8X6Xbmn7HFJAb4Cvwjp8zFyn1FbD1SBmr13ntNpWqwLbuMnApnq8nJVhSqtAN678fd9Xrc4N7VlwbH9o5tcDkGs0HH2G5RWM16ZK+KCCb5skQYcBJgBZjkYDWM6nGTsfpbUsZejKIoRCSlUpi+HZe9hML0HXhdTkLjk8jbvZGiAzvpcfblgR6y35W5vPyWUcxv6cU4Xf7P0zpS4mRnbunR0gLBzWbU+2bbNE1l1c7sOh8zuoZdg8NSoshzNWz2qVOEmZHJ4bhUmbUSwUd2EgaeLBEGUHGFW3YZNdCRDctwl5eRPGYSAB36j6bL6Rfy46NT0BvNDJ/2EAazlY3vPcnwaQ+TtuxT0n74GHNYJEOvmkV4p+4BvgL/8agam49U5mmlxtlIDDf7bYmqwqOyKbOE1JgQQo16gnVK68QWOfsyS+o8vqalQV85hgbEk0M6h2M2KDi9wR+EivbJ7vLi9HirdTkQLUcCrADKkuXBBtu/4isSBozGGnW8QWzfS26g7yU3+L7e/tXrxPc9DZ3ewM7/vck5j3xM5uYVrH3jQSb+64NADLvZ7cktZ09uOR3DzXSLteHWVL8krO/JtxNtM5IcYQ3KCvAnvnl8vabu6u2DeieSdsLs1bFyDPXdMWgz6hjeJQKHV20HHR5Fa5dvd9MxQgKsQJElwgCS5cGGsedlkrP9N7qOv6TWY0oy95Ox6lv6/fEmcneuI7bnEMzhUXQeeQ5FB3birrC33IAD4EiJk1/2FbIz045OUzD44Te8oNzNluxSPFrwhRT6o3loCrBg+d5THju6b4cqwVVDyzEkR1kZmhQuieyi1ShzSS2sQJIAK4CyZQdhgxz45Wss4VF0GDi2xvs1TWPjO08w8PK7MFhsaJqK5q18gVGP/q0FYZDQHIodHlYfKGLdgZKjDaabNvvkUTW2ZJeS53ASTE2jj+0gzC+pwOmu/f82NtxCyQkFRQ06hWGpMRQ6605qV6hsd9MhwohLMtlFK1J+it8J0fwkwAqgAtlGW2+aqnJg5dd0GX0ROn3NK9vpy7/AHBZFx8HjAYjpMYicnWvJT9vC3u8/IKxjN0y2sJYcdsC5vBobDpWwMq2IkgpPkxPiDxY52F1gD4o2Oya94ktwX7HtyCmPHdQ7kbITktjH9Y0nux7lGMItBsb1iAIdLdIrUgh/qnA1rUm5aBrJwQqgEodM39ZXzvY1lOdnkTLu4hrvdxTns3PhW0z459u+26K79afneX/n1xfuwBwexfBpD7fUcIOOBuzMtrMz205SpIWUGCtOr5fGJK/bXV42ZZbQKy4Eq04fsKbRthNa5Lz1fe3V28f0q7o0OK53bL1qXaXG2ogLN8lGFNFqVbglwAokRdNaY+3mtuH+b3exM7tt5wSJ4BVlM9InIQQNjcZuhosPMdE53IIWgAT4DuFmrEYDLreHkXd+VuMxseEWOnSJ881eDU2JolynnDIo1CswMjkSr6YGLHgUwh/6JYTyh74JgR5GuyVLhAFUKjNYIoAKjzaY3niwFK9Xa1SD6Ry7i605pQRiT51RV/ny9fv+vFqPGdS7gy+4Su0QisugO2XQFGMzMqZbFF40Ca5Eq1chOVgBJQFWAJU6ZPpWBJ7Do7L+YAm/7i/C7vBiaWCelsursTmrlCKnq0WzlI7tIPzwpz013j+mXyJpR3sNdogwExZpwXOKmbq+HULpmWCTXYKizSiXJcKAkhysAFE1TbbQiqCiarAtqwyAlGgrSVGWBuVp7S+sIN/ipkeUrdmXDH2TbZrGj79XT3CPi7BQhAFQCTUbSOkUQVEtOwaNOoWRKRG41cYvlQoRjCQHK7BkBitAypxe6V0mglZ6QQUr0grZn+vAqNNR39XDEoeHTVklOFUvzZneaTNVtsg5kFNz9faBvRKxu1VfOYbagquEMBOjukbill9G0QbJDFZgyQxWgJQ4pE+UCH65dhe5+1zYTHr6dwjFaFDqDEZUDbbnlJEYZiYx1OKXivInsxordxB+ty6j2n1j+x2v1j6ub3ytOwYHdQzDatbJkqBos9xeDY+q+b0xvKgfmcEKkBLJvxKtSPnRBtOr04txuFTM9ShcmlnqZHtuKVozFCY16RUU4N0fd1W5PS7CQuHRz41je9VcjsFi0DGuexRmk05mkUWbJ8uEgSMBVoCUOiX/SrQ+XlXj9yOlrEgroqDMjVmvO+VSoMOjsimrhFK3G39WgNfrdRTZHZSftPR3bGlwWNco8mrYQZUUaWF4cgROmbUS7YQEWIEjAVaASJFR0drtzStnRVohBwucmHS6U6bC780vJ724AsVPFeB1KKzanlXltrH9K5cGUzuE4tRXL8cwLCmcjpEmXBJciXZEqrkHjuRgBUiZzGCJNiKr1ElWqZMws56+HULR6xQ8NcxqFVa4KXF46BMfilFp/Gc7s0GHoii8uWSH77b4CCsFmp4OESbCIqyUn1B9PdSkZ2iXcBweNYi6KArRMqQfYeDIDFaAyKdo0daUOr2sOVDM2gPFuN01N5j2ahpbs0vJrWh802ibSY/H42XPkeM7CAf0SkCn05PSKaJKcNUtxsqgzmHS7ka0W7JEGDgygxUgHim4I9oot6qx8XAJCtAzPoSEMFO1nXqHih0UlLvpGRuC0sCaWWaDju0ZBb6vx/ZP5ECJhzEnNHBWFBjZJQJN0aQEg2jXJMAKHJnBChCPvOiLNk4DduXYWZ5WyOFCB2a9DuWEWatyd2XT6HKPh4bUcjDpdfz3lzTg+NLguBOCq0irgXHdoqiM22R7umjfZLUkcGQGK0AkwBLtyeFiJ4eLnURaDfRJCAXleNX0XXl24kJMJIVb6xVnaZrG/347AED/Xh3o1CHCV46hV3wIMSEGqW0lxFHNWO9X1EFmsAJEAizRHhVVeFiVXsSGYw2mj/Y9zLW72JJdgreOptE6BbIKygEY1z+RqKgQcl1e9DqF0V0jCbfqT9lvUIj2Rn4dAkcCrADxSoAl2jHn0QbTK/cVUlZR2WDarWr8nlVKodNV6+NCTHp+2HSQhEgr4bEROPU64kLNjO4aiUfTUBRZEhTiRKpMYQWMLBEGiMxgCVG5fLE9uwyyoUuUheRoK+mF5eSbXfSIDoGTEuDNBh3zf9jJGcNS0IdZ6BZnI9RikMKhQtRC3moCR2awAsQjbwhCVJFR6GBFWiFpuRVUuFS2ZJfiUL1VkkgKSx0M6h5HeFwYQ7uEYzPr5RO6EKfQnE3XxanJDFaAyAyWEDXLt7v5dX8RVqMOl0ejU4SZxBBL5a7EQ0UM6NeJxBgrTil1IkSdJL4KHAmwAkQCLCFOrcKtsi6jmI0K9EsMY0CHMFyKQkykRYIrIepJ+hcEjgRYASIBlmjtFDQMOh0GnYJeUdDrQK9U9gnUKZUVqI79Aa3yk7RWmXSrqpVfe1UNVdPwejU8qorHq+Hxqph0GnpNw+PyUFbuokxRKQwxMKxLFJ1iQyl3eShzerA7vbX+Lp0q3V2r4aD6pscfmxGocnwtyfXKic9VxxudojRstuHkZ6zxoSeMq9rxNTyg+lVooNR87lN+f2s6d9VvWCPOWf0bX6//41qO9Y1Rqfmoqv93NZ3x6DE1nqcRTjhPXaes9f4azpEQZmriwERjSYAVIDJtK/zJF+woCgYd6BUFRTka8CjKScHO0TcrDTQ0VBXUY4GOWvnH4z0a7Kgabq+K26Pi8qi4vCout4rTozb5Q4LNqCPGoseiB9XjpazcRU5hOYfy7LiP5iiO7BnHrL8Ow2Ax8svefL5fs5XHppyG2WAg3GIEDZxeFbe3cmwVbi92p7fOxN6mvBc2ZKNi1WGc+oENfU2o1+Fajf9swDlria7q+/wnHl+fGmenvFepdlBDxlDrsfW+vhrDz8YN5lS0un8+6/wRPOEc+ib0/RRNIwFWgBh0sp28zdI0jHodegX0x2Z3lMoaTjpFQcfxFz8FfIGOpmqoJ8zweNXKvz0nzO74gh3v0YDHo+H0eHEH7ZKZRrTVQIRJjwENl8tNUYmDw/l20ksctT4qKTaEF64fS2JsCNmlTtKLyskuceBU4cmP13PfX4fjPFrwSlEUwswGVA1CTBoxNg2Nyu+f06NS7vJS7vLKQolol+SdJnAkwAoQQw2NcEXzMCiVAe2xpSydcnwpC+X4VtrK6f5jMzvHZ3W0o0tYXrVyRufY7I776N/Hg53KmR1XO2wsbNZDjNWIzQB4VewVLvKLKziYW0a6q/690EItBp6/bjTDeiZQYHeRXerC4VXJKXWhejXsXoUlK9I4d2gSw1ITgMqZEcfRYEuvA6Neh9er4VbAqNcTajaiaZVBl9ur+oKuCnf7+38S7Y+UhgscCbACxNhOZ7D0x4Kdozk7OuVY0KOhcPJSVmWejqZpaOqxmR3wahper1ot4HGduJR1LNjxqrIc60cRZh2RZj0mBTxuDyVlTjIL7BwoLG/S91lR4KErhnPxqG54VJVDRY7KYryKxq68MnZm29F7vGSWuYiwmbj2xZ/49dlLsZqNVc7jVY8X8TXqK3/GXG4NVan86TIbdJgNEG6p/LlSNQ23quJwq9idHlxBOxMoRGO1z/eaYCABVoAY9IFfF9cpYFRArz8a8KCg01VNUoYT83aOBjtHl7BUDbyqWhn0nJCg7D46u+PyHM2NObqM5fKoUvSuFTDoIMZqINSoQ1G9OBxu8osdHMorI73C7ffnm3ZOb26+qD86nY4Sh5t8+/Hn2FdYjlGno9jhweTyoKHQs3Mka3fncOWcH/j0n+ej1fIGUvlzWPlvs6HyGOcJfXQU5Vhyvg6LASKtJjRNRdU0XF4Nh9tL2SmS6IVoDWQGK3AkwAqQk2ewdGhHl7F0VXZj6Y8eVyVvR4Njszvq0U/h2tFP7pV/qicon7iU5XRXzuwEe7ue3JUfUbJrJa78gygGE7bOfUk461rMMUm+Y7KW/Jui35egGM0knDWNyP4TffcV71hO0e9LSP7ro4EYftALMeqItuqxKOD1eCm1O8kuLGd/vp29LfCzcc6QTjx0xUhCrCZUTSWrxIHjhOXVEpebYoeH3JLK1jlF5ZWBV2S4FYA9R0p4deEWbrpoYJ3PdTxfC8x6BVWjxtkqRanMnbPqwGo0EGmtPMarari8XsrrmUQvRLCQfN/AkQArQCrsTrIyS3xLWcEe7ARCecYWoof9H9aOPUH1kr3sbQ58eB89bpiHzmSldPcqirctI3nyk7gKD3N44RxCuw3HYIvA67CT89PbJF/xdKAvI6B0CkRb9YSb9OhVFafTTWGpg8N5dtLLnAEZU78uUcy5djQdokPRNI0Kt4fsEmeVJHRN0UgrKMei17G/oAKA3JLK8Vac0D7nP4t2cNagzvRKiq7Xc1fP11KOfhip+fhjvQ0NegWDXofNZJQk+ib634K3WbhgPtmHMwBI7tGbv910NyPHnw3Av59+gCVfLMBsszHtzgeYOOnPvscuX/QVS77+hEdf/SAgY2+N9BJgBYwEWAGj+D6Ri5olT36iytedJt3DrhcuoyJrDyFdBuLMP4gteSDWjj2xduxJ5pLXcBdlYbBFkP3jPKKGXoQpIj5Ao29ZFoNCjNWAVa+geTyUV7jIKargUF4Z+4IkmTsu3MzcG8bRLzkGjcrl5oJyJyWOk5LgFdiZWwZA6dH7rHqFiqPrfZllbmxmA+VODwBXPreUX565FKNB36Dx1JqvVcfjlKP5XDr9SUn0GnhUL06Pil2S6GsVm9CRaXfeT6fkbmjAki8X8NCtV/LqZz+SeegAyxZ+xpNv/JfDB/Yx5/47GD72TCKiYrCXlvD23Cd4+s3PAn0JrYrMYAWOBFgBYjM17M1AgNdpB0BvCQPAEt+Nwo3f4q0oxVWUieZ2YYrqiP3gViqy9pJ4/m2BHG4z0IiyGIgw6zACbpeb4jInR/LtpBdVBHpwtTIbdTx99emcOTCJo7VG8XhVMksc1fKbNE0jt9yFw6OiV2BzdmWgZTMez1n0atArKZKNe/MAcLpVbnhpGW/feXajZ5Hqyteqi3K07phJZ8BkgLATkug9qkqFu3Kmy9kOd5iebNSZ51X5+urps1i4YD47fl9HaVEhA0eOoWf/wfTsP5jXnrqfrEMZRETFMO/Zh7no8quJ79g5QCNvnWQGK3AkwAoQqwRYDaJpKllL/o2tcz8s8V0BCO0+nIj+Z7Hv7dtQDCY6TboHxWQh87sX6TTpHgrWL6Rg3VfobeF0vHA6lriUwF5EPRl1CjE2PaEGHXi9VDhc5BVXcDDXTvrRWZvW4t5LB3HFmb1QFMU3a1XmdJNnr3n21oPG4aP1sXQovoDEcFKmbkykrcrXG9Ly+WDZLq44s1eTx1wlX8ugoKo152vV5cQkerMBIq0cTaIHl1eVJHrA6/WyfPHXOCrK6TtoBLlZh/n2k3cpLS4i89ABXI4KOnbpytb1q9m743due3B2oIfc6sgMVuBIgBUgMoPVMJmLXsaZm07XK5+rcnv8+CuJH3+l7+uc5e8R0nUIis5A3soP6X7dfyjdu4bDX8+m+7RXW3rYpxRm0hNt0WFSwOv2UGJ3klVYTkZ+OXtaeW2Jy8Z2454/DcFkPP4So2oq2aVOHLUsnSkK7MypnLHSNI09ecdn5ZSTvh9uqu/Cnf3ZJsb3T6RzXLg/LqEyX8td/3yt+jieRK/DajQQZau81sok+spK9GVOT5tPot+/ezt3TL4Al8uJ1RbCv16cT3KPXiT36MVZk/7CbZedg8li5Z4nX8ZitfHiIzO454mXWLjgbb764A3Co6KZ/tBzpKT2DvSlBD0JsAJH0bRW/kreSi3clMk/Pt0a6GG0CpmLXqZk9690vXIOpsjEWo9z5mWQ8cmDdLv2NYo2L6L84DaSLr0f1VXBjmcupvc9X6I322p9fHPQK5UlD8JMCjpVw+FwU1BaweE8O0V2V4uOpSWM6p3Ak1NPJzLU4rtN0zScXi9Zxc5al/A0NA6VOsg7+j2x6HUsTyv03R+jV1i5O8/3tVGnkJF2BOdJwVqoxcDy2X9Ep2u+MigNyddqjGNFUY8l0R9r/9OWXqjdLhc5mYewl5WyYvHXLPrsA5595yuSe1SfgXzvlWcoKy3mvD9O5r5r/8J/vlrOmp++56sP3+TVT5cGYPSty4jkCCJtxroPFH4nM1gBEmqRb31dNE0ja/ErlOxaScqUZ08ZXGmaxpHv5tLh7BvQm6xoqormrVxO09SjyTVa8+W/+Eoe6BRUj4cyu4vsonIy8uykedt+3k1KQihzrx9LckJEldsrE9ldlDhOvbRZ4fH6giuAnLKqwWf5SUujblWjV+coft+fX+X2MoeHO1//hRdvHN9sAUlT87XqUlMSfWxIZf05j6q2iSR6o8lEp+RuAPTsN4jdWzfxxXuvM/3hOVWOy9i3h6X/+y+vffYjiz7/kAHDRxEZHcv48y9mzv13UG4vwxYSGohLaDWka0jgBO27fEpKCtOnT2f69OnN9hwTJkxg8ODBvPDCC832HLWJCpFPFHXJXPQSxduW0eUvD6MzWXGXFQCgN4egM5qrHFu46TsMtgjCeo4CwNa5H7kr3qP88A7K9q7FHJuM3tK0F2LlaF+9cJOusq+e00NhqYMj+WWklwSm5EGghVuNvHD9GIalJlQLaDyql8xiZ905RorG7jy770uTTmFXjr3KIcU1FDiNj7LBSQEWwM9bM/nmt/1cOLJrva+jsY4FVjoFTE3I16pLZRK9gkmnq5ZE71Yra9vZW3ESvaqpuN1Vf4c0TWPuQ3dzw8xHsYaEoqoqHk9loO09+rfqrX8bpvZKktwDJ2gDLH/66aefOPPMMyksLCQyMtJ3++eff47RGJhAJzrEFJDnbU0KNywEIP39e6rc3vGie4gadK7va09ZIXkrP6LrVS/4brN16k3MaX8m4+P70dsi6TTp3no/r9mgEGMxYDMo4PVgL3eTW1zOoVw7+93ygg6VL9qP/G0EfzgthcrQ8zgNDbvTQ25Z/ZZA9xbYqzze6dGqtd3JrSGA9ehqz2P857u/cVqvBGIiWmZJWG2GfK26nFyJPsIKGpWdFdy+fK7gS6J/87lHGTF+IvGJnamwl/Hjws/4/beVPDHvkyrHfffp+0REx/h2HfYbMpL3XpnNjs3rWLt8KcndexEaHlHTU4gTSA5W4LSLAKs20dH1K07YHGIkwKpTv1nf1+s4Q2gUPW99r9rt8eP+Tvy4v9f6uEiznkiLHqOi4nZ5KSlzkJlfzoGipvXVa+tuvKAv11/Qr8Y8J+1oInt9l68KnS5KnceDVh2w9WhphmNMOiitYYkxy+7BcDSQqcnlT3/PkscvbvFeITXV13K6tRbJoVI42glCp8NyYhK9puHyVC4r2p0eAtlysaggj2f+cSsFudnYwsLp1rMvT8z7hGGjJ/iOKczL4aP/PM8LH37ru633wKH8eerN3H/jFUTGxHLvEy8HYPSti0JwB1iBXEVqCQELsCZMmED//v0BeO+99zAajdx000088sgjvurJJ3ruued4++232bdvH9HR0UyaNInZs2cTGlq57HPgwAFuvfVWfvnlF1wuFykpKTzzzDP07duXM888E4CoqCgArrrqKubPn1/tP9fpdPLggw/y4YcfkpOTQ1JSEvfddx/Tpk3z+/XbzAYsRl2tO6qEfxh0EHu0rx6qiqPCRX7J0ZIHDin02hAXDE/iwctHYLVUn/XVtMpdcJkljnoHpyoa6YVV63cZdDrKnFVnCUOMNc9UObwaPTtFsj2jsMb7c0ucPPD+Gh6dcnr9BtQMTs7XUlCqtANqCYpS2WvUYNJhM0G0zQRUttJyeSvrc7VkEv3dj82t85io2Hje+2FDtdv/fvM9/P3me2p4hKiJyaCr8f1UtIyAzmC98847TJs2jd9++41169Zx/fXX06VLF6677rpqx+p0Ol588UW6du3Kvn37uPnmm5kxYwavvlq59f6WW27B5XKxfPlyQkJC2L59O6GhoSQlJfHZZ5/xpz/9iV27dhEeHo7Vaq1xPFdeeSWrVq3ixRdfZNCgQezfv5+8vLwaj/WHKJuJzGJHs52/PQk16Yi26DHrKkselNpdZBWWc7CF+uq1ZQO7RvPstNHER4bUeL+mqRRWuCmuqH+NLgXYmVdW7fYDhdULpppO8Qm8Q0xorQEWwP/WHOD8oUmM6dep3mNrLpX5Wlqz52vVpfINV8F4NIk+xGQkLkRDPRp0Od2VrX/K5cNfq2cytExw5XK5MJlkVeZkAQ2wkpKSeP7551EUhV69erFlyxaef/75GgOsE5PdU1JSeOyxx7jxxht9AVZGRgZ/+tOfGDBgAADdunXzHX9sKTA+Pr5KDtaJdu/ezSeffMKSJUs4++yzq52jOcSGSYDVEDoFYqx6wow69Gg4HW4KShwczg9cX722rEOklbk3jKV3UnStsxtetXLWyt2AQEHTNLLKndUSss0GHQcLq/8+nFwDq4p6tMe55bVfWDH7EsJs5jqPbQmByNeqk6KgQ8GkB5NeT5gF8CXRazjc3ladRN9emfXNU67k2AqUwWDg/fffZ8CAAbz00kvce++9rFixgpCQEM4991yef/55YmNjAbDb7dx00018/vnnhIWFcc891WciFUXhiy++4JJLLvHdFhkZyQsvvMDUqVMBOHToEPfeey+LFy/G6XTSp08fXnnlFU477bRmudamCGiAdfrpp1eZvhw1ahRz5szBW8POkB9++IEnn3ySnTt3UlJSgsfjweFwUF5ejs1m4/bbb+emm27i+++/5+yzz+ZPf/oTAwcOrPdYNm3ahF6v54wzzvDLtdVHXFhwvOAHG6uhsuSBVQ+ax0tZuYvcY3315AW+2VmMep6dNopx/Tv5WtucTNM0yl2eauUU6sOtaWSWVg+Ii8trngHznqLMRXa5F52ioNaxLvn3Z37g639diEZwLZcEMl+rToqCTlEw68Bs0Fcm0R8Luo4m0dtd3gYF16JlmQzNVw/unXfe4aabbmLlypUUFRVx1llnce211/L8889TUVHBzJkzueyyy/jxxx8BuPfee/n555/56quviI+P55///CcbNmxg8ODB9X7OsrIyzjjjDDp16sTXX39Nhw4d2LBhA6oanO8LrSLJPT09nYsuuoibbrqJxx9/nOjoaH755RemTZuGy+XCZrNx7bXXct555/HNN9/w/fff8+STTzJnzhxuu61+/ehqWzZsTgnhlroParM0oi0Gws16TIqKy+mhqNRZWfJAZvUC5r6/DOGv41NBUWp9k1c1ldwyF+WuRuyoVDR25pZWu9mgwI6s6kuGAOXO2p/H7lbp0TGc3YeLT/m0B3LLePbzTdx96ZCGjbcFNXd9LX+osnPx5CR6r5cKV+CT6MVxZmPzBVipqanMnl3Zuuixxx5jyJAhPPHEE77733rrLZKSkti9ezcdO3bkzTff5P3332fixIlAZYDWuXPD+kp++OGH5ObmsnbtWt/KVI8ePfx0Rf4X0ABrzZo1Vb5evXo1qamp6PVVp/3Xr1+PqqrMmTPHt3Ppk0+qbumFyiXHG2+8kRtvvJH77ruPefPmcdttt/nWhmuaGTtmwIABqKrKzz//7FsibG7x4W1/Bsukr6xkbjMoKF6V8orKvnqH8spIP8Ubp2hZV5zRgzv/OBjjKZbctKNvolklzka2ctE4UFRR45uvpim4azlpSQ01sE7UKS6szgAL4L0fd3POkM4M7BpXr9EGUkvV1/IHXxK9TofNeFISvUel/OhMl+zMbXmWeiyhN9awYcN8/968eTPLli3zbTo7UVpaGhUVFbhcrirLeNHR0fTq1bDeoZs2bWLIkCEBrQDQEAENsDIyMrjrrru44YYb2LBhAy+99BJz5sypdlyPHj1wu9289NJLTJo0iZUrV/Lvf/+7yjHTp0/nggsuoGfPnhQWFrJs2TL69OkDQHJyMoqisHDhQi688EKsVmu1H4SUlBSuuuoqrrnmGl+S+4EDB8jJyeGyyy5rlutvSwFWuFlHpFmPWQHPsb56BXYOFJSzW15Yg9b4fh147MrTCA859WyqhkZRhYuiBiSyn8zu8VJQY7CksTunvNbH5ZeeehlSZ6r/y9jVzy/j12f/iNnUOgr9npivZdDhK0sRzCvl1ZLozUbitJOS6N1q42ZARYNYmnEGKyTk+KaXsrIyJk2axNNPP13tuMTERPbu3VuvcyqKwsnd+9zu468ZgVhpaoqABlhXXnklFRUVjBw5Er1ezx133MH1119f7bhBgwbx3HPP8fTTT3Pfffcxfvx4nnzySa688niTX6/Xyy233MKhQ4cIDw/n/PPP5/nnnwegU6dOPPzww/zjH//g6quv5sorr2T+/PnVnue1117jn//8JzfffDP5+fl06dKFf/7zn812/fGtLAdLr6ucjQo1KOg0DafDRX6Jo3I2qlxKHrQm3RPDmXv9mHo1Rm5MIns1J1VrP5FFrye/lp8fvQKF5acOsHLK6x9teFWNq5//kY9mnhcceU4N4FHxFQ016RV0wZSvVZcakug1rbL9j1vVcHoqi6JKEr1/WZoxB+tEQ4cO5bPPPiMlJQWDoXpY0b17d4xGI2vWrKFLly4AFBYWsnv37ip5z3FxcWRmZvq+3rNnD+Xlxz98DRw4kDfeeIOCgoJWMYsVsGbPbb3AWH3sz7Uzae6vgR5GNTZjZSVzix5Uj5dSu5OcwnIO5dtrLeooWofIECMvXD+WId3j635j1jTsbg85dcwg1U1jd4Edey0zFoV2N3tya57BijDpWbMjp85nUIpL2J9dPberNrdPGsA15/Wt9/HBLFjztRrFl8+l+nYuShJ9403oGY2xGXYSnvz+feTIEQYPHswZZ5zBjBkziI6OZu/evSxYsIA33ngDvV7PTTfdxHfffcdbb71FfHw8s2bN4scff2TatGm+80yePJnNmzfzwQcf4PV6mTlzJitWrOD1119n6tSpuFwuBgwYQEJCAk8++SSJiYls3LiRjh07MmrUKL9fZ1O1iiT3tqpTlBWdQiPzWZqmsq+ekQiTDj2qr6/e4bwy0mvY4SVaN71O4YkrT+P84V3QqD2B/RjtaCJ7bUFRQxQ43LWex6RX2FtLcAVgrmej2i4J4Q0KsF783xYmDOxIt8TIej8mWFXN19KhqlrQ5mvV6WgSvVWnw1oliV7F5VErK9G7vL6dl6J2Bp3SLMFVTTp27MjKlSuZOXMm5557Lk6nk+TkZM4//3xf3vQzzzzjW0oMCwvj7rvvpri4au7knDlzuPrqqxk3bhwdO3Zk7ty5rF+/3ne/yWTi+++/5+677+bCCy/E4/HQt29fXnnllRa5zoaSGawAO+/ZFRwuar5dc2aDQqzVgFUPeFXs5S5yi8o5lGfHIX312oVbL+rPNef2qbG1TU3cXi9Hih1+Cfy9qPyeVXvg4/XC+oO1J6gnWg0s25pd5/P0iDTyw2/pDRqbxajnl2f/iEHffInAgdJa8rUa49hblkdVj1eilyT6asItBk7rGhnoYbRrAZvB+umnnwL11EGlS4zNLwFWpEVPpEmPUdFwu9wUlznJLLBzoKiCXfLC0y5NOi2ZWZcNw2KuX0K3pmkUO9wU+imfTlE0dubUXHoBKmdctpwi+ALw1jM6yHM0PIpwuL3c+upy/nPbma0jj6kBgilf699zn+H7b79i357dmC1Who44jXsfeIxuPXr6jnniwZl8/vH7WG027pn1KBf/+XLffd99/TlffPIBr7//GYCvdqJRr/dVoo/VNLRjSfSeyqCrvSfRh5jb3geH1kaWCAMsJTaEVWkF9TrWoFOItRkINYCiqpRXuMkvruBgXhnpNTTDFe3T0O4xPHPNaGIibPV+jFdVySpx+G9pSdM4XHbq8xkUXZ1Noes7y1rk8NI5NoRDtSTS12b1rhw+/WUPfxqb2qDHtSYurwYBrK/126oV/O3qGxg4eBger4c5T/yLq/86ie+Wb8AWEsLSxd/wv88/5u2PvyZ9Xxr33Xkj4848m+iYWEpLinnuyYd457/fnPI5FKWyz6Mvid5sRKOyKKrHq+HwVAZc7an3a4hJAqxAkwArwLrEVH8TDDvaV8+kgNdTWfIgu6CcjPxy9so8uKhF55gQ5t4whu4do+r9GE3TqPB4yC5paiJ7VQ5VJbuOKu/78mrPvTqmtI4aWCfq2iGiwQEWwKMLNjC6TyKJMdVr+LQ1gcjXemvB11W+fnru65zeL5mtv29k5KixpO3ZxWmjxzNg8DAGDB7G4w/M4FBGOtExsTz9yCyuuOo6OnZOavDzKhwtimo4WoneUrUSvcOjUub0tNkkepsEWAEnAVaApURbSA034HC6KTxW8sDu3zc70bbZzHrmTBvN6L4dG7QEpGkaeXYnZf4u+KrArhoaOZ/IYtBxpKTuzRQFDWjFY7E1vtns5Nnfs+zJS1DqmafW2lXW16qczWnpfK2y0hIAIiMrPwj06TeAj997i+KiQg4e2I/DUUFy1+6sW/Mr27ds4uGn5/rtuatWoodIq8mXRO8+mkRf1kaS6GWJMPAkwAqwpGgrS9YdCPQwRCukKPDA5UO5dHSPU7a2qYk/E9mr0DT2FZXXed78srpnpnRo5DUgwCp0NT46KLK7mfn2Kp6ZNqbN5WPVpSXztVRV5bH772XYyFH07NMPgHFnnsPFf76cS88bh8ViZfZLr2O1hfCvGXfw9Iv/4cP5r/Pem/8mKjqGx559mdTe/i2vUVmJXo/BpMdqgihb5ZV7NRWnR6XiaBJ9a4q5FGQGKxgEbBehqKSqGh2u+oByp+RQifq76qye3HbxwAbvgNM0jRKHm4JmKgxb6nazN//US39GncLq/UV19qsLM+lYuyO3Qc9fkVNAdlFFgx5zojnTRjFxSJdGP74taY58rQdn3M7yH7/no69/ILFj7X3oXnr2cUqKi/nT5VO4+q+TWPjTWpYt+Y733/o3Xy5p+dqBlW+TlUVRXZ7KUhEVLm/QBuNWo46xPYK/EGdbJzNYAabTKaR2DGfz/voluotKakUhrt8/wZu1BTwulNB4zCOmoY/uCoB713e4dn0HgKnXhRh7ne97rDc/DdeG97BMfABF17o+5Z01sCOP/H0kobaGdwFQVZWsUmezVcvWFK3O4ArA49Xq1QzY2ojluu4dI5oUYN395ip+ejKOyLDW1ZKjOfg7X+vh++5k2ZLv+PDLJacMrtL27OKrTxfw1dJVfPrhu4wYNZaY2Dgu/L8/cd/0GykrKyU0NKzR42iMY+1/jiXRhx5NotdOSKK3B1ESvSwPBgcJsIJA706REmA1gOay4/jxcfTxfbCMuwvFHIZamo1iquyNpRYdxLXtSyxj74D/b+++w6OqtgYO/87UTHolFQid0AOIUpRe7IrYQBEF2xW5qBQbiFhAxO5nV8CC5SoKV/AiIjX0Kr0khJpGes+U8/0RiYSaMjVZ7/PwQGbOnLMmEzJr9l57bRVK1r6NNqItmoCGqDYrZdu+xNDlPo9KrlpGBfD2Qz2JCq3+G4uqlr8BpFah5qmmFFT2X6bu6u9o2J92+SQMyt/Yq8vH99J7KlbF8NeXsWT6jZRPtIjz6rU0ChZb1eu1VFVl+rNPsmzJIr7+eSkNG8de8tgpEx/nmRdn4uPji81qxfL3XnQWS/nfNqt7tF9QUFAUBYMODDot/hcooi8stbik6atPNfbnFI4jr4IbaNc4iO/XujoKz2HevwTFOxjjFaMrbtP4hFX825afgiYgBm2D8loNTWBDbHmpaAIaYj7wG5rQlmiDmzo97poI8TPyzkM9ad8krEbTEQ4rZD9HenHZZVsuABi1WnKr2FLEZq3+aECeufZvZqeyinnl2y08d/cVtT5XXVOTeq1pT4/nvwt+4MN5P+Dj60tGeioAfn4BeJ2zee8PX88hOCSU/oOvB6Bzt6t4d/YrbN+yidV/LqV5qzj8AwId8dTs4pJF9FaVYnP5nouOLqKX+iv3IAmWG+jUNMTVIXgUy6kdaCPaUbL+/7BmHEBjCkLXrB/6puWbhmoCYrDlp2ErygRVxZafiiYgGltBOpbktZgGvODiZ3B5eq2GGaOuZGB8wyptbXMhZquVlNySKk3H1YZFtXEit2rNcqvTVLesBtMtaYVmgn2NZBXUbrTuPwlJDOrckCtaRdTqPHVZVftrzZ/7KQD33Dq40u0z3/mY2+66t+Lr0+lpfPjOLL7/9c+K2zp2voIHHh3HQ/cMJTg0jFnvfmLvp+FwFUX0Gsq3/zH9XURvs1FqdUwRvZ+XJFjuQIrc3UBOYSkx93/r6jA8RuFPDwKgbzkYbcwV2LKPULZ9PoYuI9HH9gLAnLgC88Hf/z5uEPpmfSle9Tr65v1BtVK2ZyGKRouh03C0Ya1c9lwu5Imb2zOyf+satwxQVZX8UjOZhY4pZK9EgV1peRWjGpfipdWwOjG7yqfWlZrZfSKv2iGFayxs3H/57XUuR1Eg4fVb8faqefuH+kajgEGrwaZ68H6ILnCmiP7cTvQ1+Q4qQL9WIWhqMscu7EpGsNxAoI+RpuF+JFVjs9p6TVXRBMdiaD8MAG1QY2y5J7EkrqxIsPTN+qJv1rfiIebktSg6L7QhzSj63zOY+k9FLc6mdMNHmK6bhaKt2nYyjjS0RyyTh3XGaKh5LDbVRmqe4wrZK1FVTuSXVCm5Asiv5jRldg0TRH87FairKtz7xnIWPDcEVeqxqsSmQonlTL2Wgk6rYLbYHD6K6unOFNHrteVbAPka9ah/b/9jtpa3i6hqEb2vUSvJlZuQBMtNdGoaIglWFSmmQDT+UZVu0/hHYj2x5YLHq6X5mPcuwqvP01izktD4RqDxiwC/CFSbBbUgFSWg+p2i7aVbyzBmjupOsH/NEwNVVSn9u5DdWe9lxTYrGVVsiqtVYGdqVYrg/6aqZOTXbJqv0I7lZokpeby3aBdjb+pgv5PWE+WF8GfVaynlU4iSa1XNme1/jDoNRh3/FNH/nXSVmC9cRO9vkrd1dyGvhJvo3CyUBeuTXR2GR9CENMeWn1rpNlt+GorPhWvZSnd8i77FIDTewdiyj4B61juwasNVs+QNQ3149+FeNIkMrNV5VFUls6iU/BInrq5SVA5kVH1bGgWlWqNq3noNZTUchUspKMPfW0+enXp9ffb7Pvp3iiaukdRK1tSZJEDBNfsh1hWKoqBFQavT4KU7U0Rvq5iSLTZbCTC5fjRelKsf+0J4ACl0rzp9y0HYMpMo2/crtoI0LMfWY0laib5Z//OOtabtQS1IQ9e8HwCaoCbY8lKwpPyFOWklKJry0Swn8vXS8enj1/DrtBtqnVxZrDaO5xQ7NblSgMSsoiqPRKiqyuGMqrVmOMNbV/NfTSoKLWMCa/z4Cxn5xp+UmaUZcG2plCdWpRYVjQJeeg16qceuFUXRoNVoMel1BHsbCfGRmkF3ISNYbiK+aQiKUl73IS5NG9wUY4+xlO36EfPehSg+YRg6DUfXuHul41RrGaXbvsbY/VEUpfwNW+MdjCF+BGWbPwetHmO3MSha5/xCUhR4cXhXbureFGq4MvAMpxaynyOnrIy8auw8YNJrSa/GljcAOqV2NSRB/udvol4bZquNh95dybynBsgUl51U7q8l9Vr2cPYIoXA9WUXoRjr9ewGHU6q/akq4vzGD4nj0+nZotbUfNLbZbKQVlLqka7SKyo7U6v2M5hVb2J9W9elEgAijlpV706v1mLM19NezZktyjR9/MRNu7cA9/ePsfl7xD6nXqjkvvYaYoOrv8iAcQ0aw3MhVrRpIglXHDIyPZtrwbviYaj9K5opC9rMpCuzLqEahOmDQKBxIr15yBTXrgXW2UwVmvI1aiuzcYHX2z39xTftoGjXwt+t5xT+kXqvmvPRS9eNO5NVwI73ahLs6BGEnbRsFsXT69bw+upfdkqusojJSXJRcqapKamFJxRL8qiqzqDWa9i4srd3Up9UGrWKCanWOixk+axnWGnSZF9Uj9VrVJwmWe5FXw430aiNdoz1dg0AT304awPxJgwgP9rXLOa02Gydyismr4hYzjmDBxqlq7mWoAfamVW/E64wcO9SWhQTatw7rjIISC098skY6YznRmXots7W8XstLr0ErL8B5JMFyLzJF6EZiG/gRE+LDiczqT6kI1zLqNbx2/1X07dCQ8p7MtaeiUlhqIaOaBeL2pigq+6pZQwWg12hqvAdiTXtgna1Mcdybzeo9qfx34xFuuLKJw64hLkz6a12YTqOgkwajbkXSXTcj04SeZ+LQjmx4cxh9/k6u7MGm2kjLK3F5cgUqR3OLsdZgnu9odnGNruilUygqq33tVEqBBUMt2j1czvNfbeJ0TvXaTwj7KrOqlPxdn2XUKRjq8Qo6k0Hezt2NvCJuRqYJPcedVzdj01u3MaJf67+3uqi9M4Xsx7KKKXbBKsFzFVqsZNagYadRq+FYdtU3dj6btx1WWgKYbSqt7dwP61x3vva7yxrVin+cqdcqq8f1Wt6SYLkdeUXcjCRY7q9763BWzryZZ+7sikFvv1l2VbWRXVzGqdwS95juUFQOnq7ZdHVecc3rxQx2nOYIC/ax27kuJDO/lClfbnDoNUT11Nd6LZOhnmWUHkBqsNxM80h/IoJMpNZwekU4Tmy4L+881IvG4QF2P7fVZiUlrxSz23RZVDlUw1pAnQLbq7Pv4HmXtt/3wKp1/K+4XzcfY3CXRlzdLtrh1xLVU1/qtQw6qb9yRzKC5YauaRvp6hDEWfxNer74dx8WTrne7smVqqoUlJo5ll3iRskVZJWaKahhHZSqKphtNX8u5hruQXghqQVmtE5443n8o7XkF9a+MF84ztn1Wl46TZ2q1/KW0Su3JAmWGxrYST4JuwOtRuGVe7ux+vVb6dwi3O6fem2qjfQCdyhkr8yGrcYF6qBysAaNRc9WXI1teC6nxKrSMjrQbue7lOGvL8M+60eFI6lAicVWp+q1pP7KPcmr4oYGdopGY6eiaVEzj1zbhs1vD+P6K5uAnTselReyWziWXUxRmesL2c+mKGq1u7WfzUurrVFR/Nlya/n4c0WGOrYO64zjpwt5/cftTrmWsI+6UK+lUD/6X61cuRJFUcjJyQFg7ty5BAYGujSmy6n7r4oHCvX3omvzUFeHUS9d27Uh62cP5ZHr26PR2P+/h4qNnOIyTuWWut3G3qqqcqqgtGKrkppIqWYz0gs5nW/nET07LkS4nG9WHmJHYs33UBSuY7GplJjLN5s2aBW8dIpHNJM1GTT18gP5nXfeycGDB10dxiVJguWmBneOcXUI9UqHJsEse/kGZozqgclL75BrWG02TuaUkFOLFXaOVKbaSK1Fg0+DVuFwRu36Quk1CrnF9h3BSi204Mz3n9HvrKSkllv9CNc6t7+W0Y3rtZxVf1VW5l6lDCaTiQYNGrg6jEuSBMtNDZEEyykiAk388PRAvnpqIGGBjplKUlWVwjIzx7KL3aqQvRJFZX8tpgYBSspsta5A8nXAVEeRWaV5pP1Xfl6M1abywNt/esToh7g0T9gP0cfomLfxPn36MHbsWMaPH09oaCiDBw9m9+7dXHvttfj6+hIeHs69997L6dOnKx5js9mYNWsWzZs3x2g00qhRI1555RUA+vXrx9ixYytdIyMjA4PBwPLlywEoLS1l8uTJNGzYEKPRSPPmzfn8888vGN+5U4TTpk2jU6dOfPXVV8TGxhIQEMBdd91Ffn5+xTH5+fmMGDECHx8fIiMjeeutt+jTpw/jx4+303etMkmw3FTHJiFEBjlmLzUBXnot7z/Si6Uv30TLmGCHlSarqo30glLS7T3tZVcqyTlF1GLhHxoF9tamNcPf7NkD62zRDfwcct6L2Xs8h49/2+XUawrHcsd6LYNWQW+nxrwXMm/ePAwGAwkJCcycOZN+/foRHx/Pli1b+N///kdaWhp33HFHxfHPPPMMM2fOZMqUKezdu5f58+cTHl6+O8mYMWOYP38+paX/jJJ//fXXREdH069fPwBGjhzJt99+y7vvvsu+ffv4+OOP8fWt+p6uiYmJ/PLLL/z666/8+uuvrFq1ipkzZ1bc/+STT5KQkMCiRYtYtmwZa9asYdu2bbX9Nl2U9MFyY4Pjo5n75yFXh1EnlO37FevJrdjyU/HxNhHfoydRXh0qJVavTp3Mgu+/xuTtzYTnXuLmYXdV3PfbogX8/MM3fPL1T1W/ptVKSm5JrRIXZygwW8iu5bSlTtFQZIfO8xoHpbo6g/N/1X2weC/9OsTQPDrI6dcWjlWpv5ZOQYNr+mt5Gx07nNaiRQtmzZoFwMsvv0x8fDyvvvpqxf1ffPEFDRs25ODBg0RGRvLOO+/w/vvvc9999wHQrFkzevXqBcDQoUMZO3YsCxcurEjK5s6dy6hRo1AUhYMHD/LDDz+wbNkyBgwYAEDTpk2rFa/NZmPu3Ln4+ZV/oLr33ntZvnw5r7zyCvn5+cybN4/58+fTv39/AObMmUNUVFQtvkOXJiNYbkzqsOzHlnGAq68fzqLfV/PtL79htpi5/84bKSosbymwfOli/rvge+Z8v4hJU17huaf+RVZm+dB3fl4ub86YxrSZb1ftYqpKTnEZJ3PcP7lSUTmUWfv99JJO22dPPovFMd+w9GLXrNa8Z/ZyLJba76so3FeZxXX1Wj4Obs/QpUuXin/v3LmTFStW4OvrW/GndevWQPnI0b59+ygtLa1IXs7l5eXFvffeyxdffAHAtm3b2L17N6NGjQJgx44daLVaevfuXeN4Y2NjK5IrgMjISNLTyxedJCUlYTab6datW8X9AQEBtGrVqsbXuxwZwXJj/TtG423UUWTHvkD10TVtI3j5tdX4+3hV3PbaO59wVdvG7P5rO9269yLx0AGu7HEN7Tt1oX2nLrwyZRInjiUTHBLKa9OfY/h9DxIV0/Cy17KpNlJyS2q1Es95VA7WsFv72bx0Gk7ZYfUg2LcH1tnySq3EhvuRnJZ/+YPtqMRs5V8frOLTcf2kQ1Ydd6ZeC8qnzA06DVZb+ZSiI5ypCXMkH59/6lILCgq48cYbee211847LjIykqSkpMueb8yYMXTq1IkTJ04wZ84c+vXrR+PGjYHyovXa0usrL1BSFAWbzXWtcGQEy415G3UMipemozXVIsqfX1+4jncf7V0puQIoyM8DIDCwfPomrm17du3cRm5ONrt3bqOkpJjGTZqxZeM69u7awcgH/3XJa6mqSlGZmaNZxR6SXMHpkjKK7PDbP6vQfivm8uy8gvBsjcP9HXbuS9l0MIMfVstUf33ijHotH6PWbpvMV0Xnzp3Zs2cPsbGxNG/evNIfHx8fWrRogclkqihYv5D27dvTtWtXPv30U+bPn88DDzxQ6T6bzcaqVascEn/Tpk3R6/Vs3ry54rbc3FyHtnqQBMvN3XpVrKtD8DhBvkbmPdmXH5+9lpiw84ubbTYbLz8/kS7dutMyri0AV/cdyM3D7mLo4KuZPO5hZr33CSZvH16Y9G+mz3qX+XM/YVCPjtx5Qz8O7d9b6XyqqpJRUEqaWxeyV2bBxvGcklqfR69R2GeH4vYzMh3Y1V7voPYbVfHKD9s4lenc0TPhHir119KV99eyB18H11+d67HHHiMrK4u7776bzZs3k5iYyNKlS7n//vuxWq14eXkxefJkJk2axJdffkliYiIbNmw4bxXgmDFjmDlzJqqqcuutt1bcHhsby3333ccDDzzAL7/8wpEjR1i5ciU//PCDXeL38/PjvvvuY+LEiaxYsYI9e/YwevRoNBqNwxJVSbDc3JDOMXgbZSa3KrQahVn3X8XKmTfTsWmDi07JTHt6PIcO7OWtj+dVun3cxOdZvnE3i1dtZtB1N/Pxu6/T45q+6HR6PnjrNb5d9Ae3jxjFxMfHVDzGbLVyLLuIwhru2+cKiqKyP90+SZHFqmKvATutAlmFjkuwMktcO7I4fNYyl05XCNc7U6+lULt6La3i/O1xoqKiSEhIwGq1MmjQINq3b8/48eMJDAysaMo8ZcoUnnrqKaZOnUpcXBx33nlnRQ3UGXfffTc6nY67774bL6/KMwsffvghw4YN41//+hetW7fmwQcfpLCw9mUMZ7z55pt0796dG264gQEDBtCzZ0/i4uLOi8NeFFV1t37Snik2Npbx48c7pJ/GvW+u5OcNyXY/b13y+I3tuH9g3GW7r7/4zBP88b9fmf/LMho2jr3ocYmHDvDwvcNYuHw9P87/kq2b1vHup19TVFhIx6ZhbDucilXnRbadt3VxOFXlZEEJ6XZJZFQOpBaRW2Kfuil/g5ZN+xzbBd2cmc1JOxT111T/jtG8+WAvqccSFWpSrxVg0hLmZ3BsYA6SnJxMs2bN2Lx5M507d3ZpLIWFhURHR/PGG28wevRou5+/3o5gObK5mL0N69nE1SG4rRuvbMyGN4YyenDbSyZXqqry4jNPsGzJIr766bdLJleqqjJl4uM88+JMfHx8sVmtWMzliZTFUv73qZwiz0uugGKbzU7JFRi1WrslVwBeTmgq1NSJDUcvZPnOk/y+7ahLYxDu5ex6Lb22avVazp4etAez2UxqairPP/88V111lUuSq+3bt/Ptt9+SmJjItm3bGDFiBAA333yzQ65XbxOsqlBVFYvF9Sv4hnSOIcDbdfUj7qhzsxCWv3IjL917FV7Gy39vpj09noU/fscbH87Fx9eXjPRUMtJTKSkuPu/YH76eQ3BIKP0HX19+rW5XsX7tKrZv2cgnH7xD42atMHg7t3GlXSgqB2rZrf1sJ+1Qw3U2Z/wy8jIZnXCVS5v4xQay88//uXMnBQX5vPz8RHp3aUW7xsHccX1f/tq+peL+zz54myvbNObKNo35/MN3Kj12x9ZN3DKwh1v87vQ0Zuvl67XOFM17moSEBCIjI9m8eTMfffSRy+KYPXs2HTt2ZMCAARQWFrJmzRpCQx2z969bvkp9+vRh3LhxTJo0ieDgYCIiIpg2bVrF/Tk5OYwZM4awsDD8/f3p168fO3furLh/1KhR3HLLLZXOOX78ePr06VNx/6pVq3jnnXdQFAVFUUhOTq7Yrfu3336jS5cuGI1G1q5dS2JiIjfffDPh4eH4+vpyxRVX8McffzjhO1HOqNdyY7fGTrueO4sJ8eGnZwfxxRMDCAmoeqf7+XM/JT8vl3tuHUyP9k0r/ixe+GOl406np/HhO7OY8srsits6dr6CBx4Zx5gRQ1myaAFPvfKu3Z6PMyVmF9ltasqo1ZCUad8kwWZ1fH1Sjh2aodrD3a8tw+12+z7Lc0/8i4TVf/L6+5+zeOVmevXpz32330Bqykn279nFO7Ne4u2P5/HWR3N5a+aLHNi7GwCLxcLUSeOYPutddDqpHa2Ns+u1vM6q1/L1cu7qQXvp06cPqqpy4MAB2rdv75IY4uPj2bp1KwUFBWRlZbFs2TKHxuK2/wPmzZvHk08+ycaNG1m/fj2jRo2iZ8+eDBw4kNtvvx2TycRvv/1GQEAAH3/8Mf379+fgwYMEBwdf9tzvvPMOBw8epF27dkyfPh2AsLAwkpOTAXj66aeZPXs2TZs2JSgoiOPHj3PdddfxyiuvYDQa+fLLL7nxxhs5cOAAjRo1cuS3ocKdvZry9crDTrmWO/I2anljdA96tImqUZJwKK1qdTehDcJZuWV/pdvMVis3P/Bvbrj/3zW4snvILTOTZ8fpvIJS+xf1lzhhoUBGkZUGASbSc107gpSaU8z0bzcxdfiVLo3jQkqKi1m6+Bc+nPcD3bqXd+EeN/F5/vx9CfPnfkrrNu1pFdeO7lf3AaBVXDuSDh+kVZt2fPZ/b3HFVb3oEN/Vhc+gblGhopGpRgE/L8+bHqyv3DbB6tChAy+88AJQ3q7//fffZ/ny5ZhMJjZt2kR6ejpGY/lw/+zZs/nll1/48ccfeeihhy577oCAAAwGA97e3kRERJx3//Tp0xk4cGDF18HBwXTs2LHi65deeomff/6ZRYsWnbd5paP0bhdJozAfjmXYb0WFJ1AUmHJXZ4b2aA6K4tTiYFVVyS81k2nHPk+uoCoqSVn2K+zWKrDTjq0ZzihwYA+sszWPDnB5ggWwYF0ygzs34srWka4OpRKL1YLVasVorLyyysvLxNZN67nptrtITjrMqRPHUVWV5KTDtGjdhqPJSfz03Vf8vCzBRZHXfXqtglHnlhNP4gLc9pXq0KFDpa/PtLzfuXMnBQUFhISEVGrZf+TIERITE+1y7a5dK3/6KigoYMKECcTFxREYGIivry/79u3j2LFjdrleVWg0Cvf0aeG067mD+/q1ZPPbwxjas0V5puVENtVGSl6JxydXKLDfjnVX5adUKLXYf6rNkS0azubj45gl2TXxyP+tprDYvfqn+fr6Ed/1Sv7vrZmkpZ7CarWy8Mdv2b5lIxlpqTRv2Zonn53GqDtu4P47b+Sp516kecvWTJ3wOJOmvMyaFX9w3TVduan/VWxav9bVT6dO8fNy2zERcQFu+2pdrOV9QUEBkZGRrFy58rzHBAYGAqDRaDi3+4TZXPU3yrO3BwCYMGECy5YtY/bs2TRv3hyTycSwYcMoK3PuL8aRfVsw88ed2Ny4dsMe+nWIYvo93fD1dn5BsqqqlFispNpp6xdXUlWVjKIySuyYDKmqyuHT9h/9UVA57aRGrfkO2u+wJlQV7pn9B79MuZbyahv38Pr/fc4z4x+hV8fmaLVa2rbvxA233sHuv7YDMPy+Bxl+34MVxy/4/mt8fH2J73olg3p2YsHSNaSeOskTD4/kz837KmYbRM0pyPSgp3HbBOtiOnfuTGpqKjqdjtjY2AseExYWxu7duyvdtmPHjkpJm8FgwGqtWs1HQkICo0aNqug6W1BQUFGv5UwxoT707xjFsh0nnX5tZ2gdE8hbD/YgMsQ1K/RUVSWzsJR8B9QXuYIFlZN59l3pZ9JrSXdAt3UfvQ6Lk3bGTi00E+RrJLvAPZLoI2n5vL1wJ/++uZOrQ6nQOLYp83/5naLCQgoK8mgQHsm/H7z3gu1NsjJP897sV5m/8Hd2bttMk6bNif37j9liITnxEK3atHP+k6hjfIxatBr3ScLF5bntFOHFDBgwgO7du3PLLbfw+++/k5yczLp163juuefYsqV8GXG/fv3YsmULX375JYcOHeKFF144L+GKjY1l48aNJCcnc/r06Ut2WG7RogULFixgx44d7Ny5k+HDh7usI/PIfnVvmjDEz8jXE/rz/dODXZZcWaxWjucU15nkSnHA1CBAhoNGmUx22j6kahRaxgQ68XqXN2fZAfYePe3qMM7j7eNDg/BIcnOyWbPyDwYMvuG8Y16dOpn7H36cyKgYrDYrZss/swVWiwWrrW78n3I1Gb3yPB6XYCmKwpIlS7jmmmu4//77admyJXfddRdHjx4lPDwcgMGDBzNlyhQmTZrEFVdcQX5+PiNHjqx0ngkTJqDVamnTpg1hYWGXrKd68803CQoKokePHtx4440MHjzYZR1ob+jaiFB/96khqQ29VsMbo7vz54ybaRcb6pru1qpKfkkZx3NKsDppBMXRVFSO5RbZfUTIoFHYn+6YRRbOHkr393O//0P3vbmCMrN79I5as2IZq//8neNHk1m7ajn3DB1C0+Ytue3uyr9H165azpHEQ9zzwMMAtO/UhaTDB1m1fCnfffk5Wq2Wps1auuIp1ClajfO3xhG1J1vleKBnv9zMu7/ucXUYtfLkLR24t38rFMV1vzRsNpW0ghJK3KQ3kr0UWS0ccMRqUxtsOpZr//MC4UYtq/Y6dpucs0X76UnYmuy061VVhybBfPXUQJdvpbNk4U/MfmUqqSknCQwMYvANt/DkM9Pw8/+nE35JcTE39b+Ktz/5kjbt/lll/cPXc3hr5osYjEamzXybvgOvdcVTqFOCvHWE+EqzaU8jCZYHOnAyhy5P/OLqMGpkaI9YJt/eBaPedeV/qqpS+nche5374VdUdqTk2f15aYDdKQUO6X8FEKjAhsOZDjn3hWgUyDiWTr6TWkNUx5O3dGDkgDhXhyHcSGyIFzonbCUl7EvGHD1Qq+hA+rR3r945l9OtZRgrZtzE1OFXujy5yioqI6UuJleoHMoqdMjz0ms0DkuuAApKnJvo2FRo1TDQqdesqjd/+YujaY4ZKRSex89LK8mVh5IEy0ONvb6Nq0OoksZhvvzy/GA+GdePID+TS2Ox2GycyCm2a0dzd5JdanZYEnQ027GNOXNc0G8syL/qWy05292zlmF1wtZBwv0FenvcYn/xN0mwPNTg+BhaRPm7OoyL8vXS8enjvVn0wvXERgS6NBaV8o7sx7OLndYKwNlsqCQ7KAny0mo4lm3fdg+VqCoZ+c5vmVCiuu+oQFGplXEfrXajzljCFUx6jXRu92DyynkoRVH413XuN4qlKDB9RFfWzh7KFa0iXD4NZ1NtpOWVcNoOvZu+fH8Wg9qEVfrzwPXdK+7/6LUp3HZVC4b368jy/1beRHr1/xYy5V8jah3DhSjA/tP2b8lwRk6xY0f8vA0ah3SGv5xThWZMBvdd+p6wL42F6+2zO4XwTDJ65dnk1fNgI3o356XvtpPlJg0TxwyK49Hr26HVuj5vV1WVUquV1Fz71lo1bt6a1z7/J3nS6sr/C61fsZQVv/7EjM/+w8mjSbzx/L/p2qsvAUEhFObnMeedV3nt85/sGEk5VVVJLSp1WIKiU2CfA/YdPJvJRT8vVhu0bhjE9kT36z91xtRvtnBVXAQNAn0uf7CoUwxaBR+j+34AEJfn+ndCUWPeRh33D3B9j5mB8dEkvH4rY2/q4DbJVVZRGSl2Tq4AtFotwWHhFX8CgkIAOJ50kA7detKyXSf6Xj8Ub18/Uk+U91b7dPaL3HDX/TSIirFzNGBWbaQ4cHpNVRXMDp5W1Tt5n8mzhQS6bx3WGXe/tgxVlXqs+kZGrzyf698NRa08PKQ1ehclNW0bBbF0+vW8ProXPiaDS2I4l8VmdWgh+8ljR7irdztGDurKjImPkH7qBABNW7Xl0O4d5OfmcHDPTspKiolq1ITdWzdweN9f3HLPg5c5c/UpiuqQbu3/UDnoiH5a53JhXZzZhX3Yqiozv5Tn521wdRjCibQa6dxeF0gfrDrggXdX88PaJKddr0GgiXce6kmbRiEur7E6Q1VVCsssZDhgn7wzNq3+g5KiQmKaNCcrI42vP5jN6bQUPlm0Bm8fX758fxZ//vc/GLxMjHx8MldeM5DHbh/AhFffY9+OzSz85jP8g4IZP+1NYlu0rmU0Ksm5xWQ7sI+Tl1bD6sRsh53/jGCtwrqDrpmmM2gh+VAKZS6oAauudx7qSe8O9h8FFe4n2EdHsI80FvV0kmDVAbuSs+gxeRGOfiWNeg2z7u9Onw4xbpNYAaiqjbT8Uoqd3JG9IC+XewbE8/Dk6Vx72z3n3f/V/71OQX4ug2+9m2fG3M7HC1ezceXvLJz/OR/8uLx217ZYOHTasaNLOYVmDmYUOfQaAEazlZ3Hchx+nYvxKytmV3KWy65fHatfuxl/H/fb5kfYjwLEhnrJxs51gPuPj4vLah8bzHVdGjr0GpNu68SGN4fR242SqzMd2Y9mFzs9uQLw9Q8gJrYZp44eOe++Y0mHWP7f/zDq8afZuSmB9l27ExgcyjVDbubw3r8oKqzF1J6iOjy5MmgVDjkhuQLILXLcqGNVNAj2nALy4bP+ALf5Hygcwd+kleSqjpAEq454Zlgnh5z3zqubsemt2xjetxWKC4uRz6ViI6e4jFO5JQ4fubuY4sICUo4lExwWXjk2VeWdaU/x8OSXMPn4YrPZsFjKa8Ksf/9ts9a0IajKwUzH10WVlNmc9jbuih5YZ7NpPaeY+ERmIa/9sNXVYQgHCjR5zs+juDRJsOqITk1DGNLZfvUZPePCWTXzZp65sysGF25tcyFWm42TOSUO7890rk9mvcBfmxNIPXmMPds3MW3cKDRaLX2vH1rpuN9+/JqA4BC69x0MQNv4buzYuIZ9O7ewYN5HNG7WCt+zNs2tjsySMgrLHLdlDZTv07fXwa0ZzvDSKhQ6cAueqkgpNHvUiMG3qxPZfjjN1WEIB/AxatBLY9E6w73eOUWtPDOsE//bdqJW52gS7sfbD/WkcXjNEgBHUlWVojIL6Q4sZL+UjLRTvDrhYfJzsgkIDqFt5yt559vfCAwOrTgm+3Q63378Fm/PX1JxW+sOnRk26l88/8hwAkNCmfjq+zW6vhUbx3Ic2FH9b1pFQ5GTply99a5/MymxqLSICmD/iRxXh1JlD7yzknWzh2IySiF0XRLkLa9nXSJF7nXMra8uY9mOk9V+nL9Jz9sP9aRLi3C3rPBQVRvpBWUUOXj0xl0pisqu9HzMVse/OieySjiV55xpuwiTjpW7XT8a09RHw5/bj7s6jGppGRXAf54d4pb/X0X1+Rq1RAS4R7sbYR+u//go7OqZYR2rdbxWo/DqyG6sfv1WOrtpclVmsXAsu7jeJleoKifzS5ySXHlpNU5LrgBcVkB3Lp3nDeYfPJXLR0t2uToMYSfBPp73MyguTRKsOqZbywb06xBVpWMfva4Nm98exnXdmoAbbiurqirZRaWczC11ZS9KlytRbaQ5aVo0q8hxfbUuxOwm/afSiiy40RqOKvtwyV4OnfCMFhPi4gJMWgxSe1XnyCtaB025M/6S91/btSHr3xjKw9e1R6Nxzx8Bq83Gqdxipxeyux1F5YBDu7X/Q69RHL7v4LmKS93j9S0022gW4e/qMGrknjeWY7HU09HdOkBRIEiaitZJ7vnuKmrlihZh3NSt8Xm3d2gSzLKXb2DGqB7uWxyrqhSVmTmWXUyZE6bE3JqqkpRd5LTRO6tVxdnf8lwnj5hdSsMGnplglZptPPz+SjccgxZVEeStQ+dBq1hF1UmCVUe9OLwzOm35f9qIQBM/PD2Qr54aSFig+zZVVFWV9IJS0vJd23jSXeRZLOQ6aE/F86nsT3fCvoPnyHTRitAL0brrh44q2Hr4NN+uOujqMEQ1aTXS96ouk1e2jmoRFcBDg1rTpnEIV7eLRsW9+z+XWa2k5JbU61qrs6mKSmKmczqpAxi1WqdPx+o1CjluNIKV4eHT0TP/s52r20YSHern6lBEFQV769HI6FWdJW0a6jCLTeVopus6nVeFqqrklpjJdqM3WldTUNmXWeDU7X9O55eRlFnstOsBBBq0bNiX7tRrXo6ak8vRdOfWodmTv0nPytducdvaSvEPvVahUbDRrXbIEPYl/wvrMJ1GIcjbfQcpzxSyS3JVWXpxmVOTK6NW4/Tkqvy67vfG0thDC93PyCs28+SnCVKP5QFCfPSSXNVxkmDVcYFuWECpSiH7RVlUGydyHd+t/WwFLtqqRuOGL73By+jqEGpt5a5T/G9LsqvDEJdg1Cn4emldHYZwMPcd3hB2oVEUQnx1pOW5xyiRqqqcLix12Zu6O1MU2Pf39NT6hd+w4b/zyU4t3/ooPLYF/e99nNZX9gbgvx+8wtalCzB4mbj2wYnED7i54jx/rVzCtt9/ZtSrn172mlpFYWdqvgOezeVZrO7RA+tsWSV14+dy8tyNXNEynGB/k6tDERcQ4uu5CypE1UmCVQ/4GrXk6CyUWlw7ZGD+u5BdBq0uQFU5nl+C5e8q/4CwCK4dM5HQmFhUVWXr7wv4csojjPt4IVkpx9mx/L+MmTWX0yeS+c/rT9PyiqvxCQimuCCfpV+8yZjXv6zSZRWg1EXNPkvK3K+oPKvESlSwN6eynLfAwFHumrWM31+6EY/soFqHeRs0eBtk9Ko+kCnCekBRFEL9XPeJSVVVcovLOJEjydXFFNusZBT+07KgTY/+tL6qD6ExsYQ1bMKQ0U9hMHlzbN8O0o8l0rTTlcS0ak+n/jfi5eNLVkr5SNeST17jqhuHExR++W7+qqpyOMN1iUSem67aaxrlfhud10R6TjHTvtnk6jDEOWT0qv6QBKueMOm1+Ltgzt+q2kjJK3H6FiweRVE5kHHxHlQ2q5Udf/5KWUkRjdvEE9msNScP7KIoP5cTB3djLi0hJLoxR3Zt4dShPfQcel+VLmvSaUl3YR+qzHwn7nlYDSZvz6/DOuOXDcms33vK1WGIvwV56zDKljj1hrRpqEesf7dtcEavKVVVKbFYSXXmxsEeSAEOZxeSd4EtY1KSDvDB2NuxlJViMHlz93Nv0fqqPgAsm/sO2/9YiN7oxcBR42l9VR/ee+QWbp88i2N7tpHw81f4BAQx9MmXiWjS8oLXzi+2sC/N+c1FATQK7EvMdMsWImHeOjbvOFrr89iKsyn76wesqbvAUobi2wDjFaPRBjcBwHzgN8oO/AaAodV16FsNqXisNTORsm1f4dV/Coqm9h+M1r5+K74mQ63PI2pOr1VoGGxEI1O29YYkWPVMXrGF9HzHjiapqkpmYSn5Ush+WTmlZRzJvnCLBIu5jJz0U5QUFrBr1W9sXvIDD781n/DYFucdu2zeu5QU5NF1yDA+mzSKJz5fzL71K1j/y1eM+3jheccbNAoJR3JcluAEGLRsdLMeWGcrTMskoxarOdWyQoqXvYC2QRy6Zn1RjH7Y8tPQ+DZA49sAW85xiv98Ga9e/wYVSta+jWnAFDQBDVFtVkqWT8fQ5T60wU3t8nxiw31ZOOU6VGng4DJRgQapvapnZKyynvHz0uKld9zLbrFZOZ5TLMlVFdiwXTS5AtDpDYRGxxLTsh3XPjiRyGZxrF0w77zj0o8lsv2PhQx64AmSdm6kSYcr8A0MoWOf6zh5aA+lRec3ziyzqC4dPXLHHlhnaxEdWKvHm/cvQfEO/nvEqikanzB0Ee3Q+DYAwJafgiYgBm2DNmjD26AJbIgtL7X8sQd+QxPa0m7JFUByWgFvLthht/OJ6vH30kpyVQ9JglXPKIpCAwcUvKuqSl5JGcezS7DKfjeXpSiw/3T1pudUmw2ruXLNlKqqLHjzeW549FmMJh9sVis2S/l0o9Va/rfNVnmVoAbYl+babuXu/lbj41u7OizLqR1ogppQsv7/KFw0juJlL2BOWlVxvyYgBlt+GraiTGyFp7Hlp6IJiMZWkI4leS2GdkNr+xTOM+/Pg+w+kmH384pL02qksL2+kjYN9ZBBpyHIW0d2kX1WcdlUG2l5pZS4aLm/p1FVlbSi0ku2R/jt09dp1a03geFRlBYVsmP5IpJ2buSB1+ZUOm7T4u/xCQymTY/+AMS268KyL9/l6N7tHNi0igaNm2PyrdydXK/VuHyE0eqGPbDOlm+p3QibWpiOJfFP9C0Ho299A7bsI5Rt/wY0WvSxvdD4R2Fofxslq2YDYGg/DI1/FMWrXsfQ4Q6sabsp27MQRaPF0Gk42rBW9nha3PfWCtbNvhWjQd7wnSXM14DWzZo9C+eQBKueCvbRUVhqrVUn9TOF7Gl5pW69kbS7MWPj1GWK/wtyMvlh5kTystLx8vEjsmlrHnhtDi279qo4Jj/rNCu++ZB/vfdDxW0N4zpyze2jmfvsg/gEhnDn5FnnnftolvO3xTlXaZl7TyGnFpQR6GMgp7CGqyxVFU1wLIb2wwDQBjXGlnsSS+JK9LHlr6G+WV/0zfpWPMScvBZF54U2pBlF/3sGU/+pqMXZlG74CNN1s1C0tU+KrDaVMe+s5OuJA+X/rBP4GDTSsb0ekwSrnlIUhTB/PSeza/YGoqoqWUWl5NWRztfOoigq+6uwcu/2iTMve4xfcChPf7vqvNsHjHycASMfv+BjjFoNx7KduxXPheSXuGcPrH8otIwJZNOBmhXiK6ZANP6Ve5Fp/COxnthywePV0nzMexfh1edprFlJaHwj0PhFgF8Eqs2CWpCKEtCwRrGca9fRLL74fS/3D2pjl/OJC9MoEOYnKzfrM6nBqsdMei0Bpup/urJYbZzIKZbkqtpUknOLsbqwujyvionNgcVz+OmBLuycP7vitp3fvcmix/uy5KnrOLZ+SaXjT2xeRsI746scR7YL+29VVWAttpnRhDTHlp9a6TZbfhqKT8gFjy/d8S36FoPQeAeDagP1rP9bqg17L/Z+Z9EuklNz7HpOUVmIrx6dmy/mEI7lsQnWypUrURSFnJwcV4fi0UJ89FXeDFpVVfJLyjieU1yxpYuoukKL1aUNV3Ua2Jty+eL2rCN7SFq1gICYf9pBnNqxmuMb/sfVT/4f7W8fx9a5L1Oanw2AuSifPQs+IP6eyVWKQ0Elo8D9+6MV1OLzg77lIGyZSZTt+xVbQRqWY+uxJK1E36z/ecda0/agFqSha94PAE1QE2x5KVhS/sKctBIUTflolp0Nf/0PrFb5kOQIXnqNSxo7C/fisQlWjx49SElJISCgbmxrcTGxsbG8/fbbDju/RqPQwP/ytR021UZqfgmnC6Uje40oKgeruWrQ3lSbgvkyibGlpIjNnzxP5/ueR+/zT3F8fsoRwlp3IahJGxpeNQS9yYfC0+Udwnf9512a9h2Gd0hkleLw0WmxeMCeSamFFny9alb3pA1uirHHWCzHNlC89HnK9v4XQ6fh6Bp3r3Scai2jdNvXGLrch6KU/zrWeAdjiB9B2ebPMe/7FWO3MSha+081FZVaGfvhGumMZWcK0MBPjyINRes9j63BMhgMRERc/FOd1WpFURQ0Go/NIZ3G26Al0KQj5wJ7w6mqSpnVSkquFLLXnMrBTNcmV6gqB09fft/B7V/PJKJDL8LbXsn+Xz+vuD2gYQuOrFpAWWEehRknsZaV4tugIacPbifn6H7i7326yqGY9J7xxmNToVXDQLYeqllrA11UJ3RRnS55jKI14H3tjPNu1zftjb5p7xpdtzrW709jwbrD3NqjucOvVV8E+egwyHY4AgeOYNlsNmbMmEGTJk0wmUx07NiRH3/8Efhnem/58uV07doVb29vevTowYEDBwA4ePAgiqKwf//+Sud86623aNasWaVznJkinDt3LoGBgSxatIg2bdpgNBo5duwY2dnZjBw5kqCgILy9vbn22ms5dOhQxTnPPG7p0qXExcXh6+vLkCFDSElJqThm1KhR3HLLLbz66quEh4cTGBjI9OnTsVgsTJw4keDgYGJiYpgzp/IS+uPHj3PHHXcQGBhIcHAwN998M8nJyeedd/bs2URGRhISEsJjjz2G2Vw+StSnTx+OHj3KE088gaIoDv1EFOKrw6CrfP7yQvYyTklyVStZpWYKXbxqzkuvJfMyo4/HNy4l5+h+2g0be959Ee160Oiq6/jzpXvZ8vkLdB09DZ3RxPavZhA/8lkSV/zI0meGsvLVB8g7mXjJ6+hqMGZizjvNiYUz2f/mbex97QYOf/IQxacOVtx/esN/2P/W7ex/63ZOb/ix0mOLTu4j8fN/odqq/xoEB3hX+zGe5sX5W0nLdm1ftLrCqFMI8vbYcQthZw5LsGbMmMGXX37JRx99xJ49e3jiiSe45557WLXqn1VPzz33HG+88QZbtmxBp9PxwAMPANCyZUu6du3KN998U+mc33zzDcOHD7/oNYuKinjttdf47LPP2LNnDw0aNGDUqFFs2bKFRYsWsX79elRV5brrrqtIYs48bvbs2Xz11VesXr2aY8eOMWHChErn/vPPPzl16hSrV6/mzTff5IUXXuCGG24gKCiIjRs38sgjj/Dwww9z4sQJAMxmM4MHD8bPz481a9aQkJBQkbyVlf1T4LtixQoSExNZsWIF8+bNY+7cucydOxeABQsWEBMTw/Tp00lJSamU9NmboiiE+xsq3vosNuvfhezuvtrLvVmxcfQS3dqdJSX30jVPRVmp7Px2Nt0eegWt/sJNNtvc8jBDZi5k4Es/EN2lH/sXz6FBmyvRaHXs/+/n9Hnmc2KvvoXNn0295LXObXx6OdbifI58+QSKRkejO1+h+cOfEjHgIbQmXwBK0pJIX/UlMbc+S8wtz5K+ai4l6UcAUG1WUn57l6hr/12jPf1K6skE2l2v/YGqundvMnenKBDhb5CpQVHBIQlWaWkpr776Kl988QWDBw+madOmjBo1invuuYePP/644rhXXnmF3r1706ZNG55++mnWrVtHSUn5EvIRI0bw7bffVhx78OBBtm7dyogRIy56XbPZzAcffECPHj1o1aoVJ0+eZNGiRXz22WdcffXVdOzYkW+++YaTJ0/yyy+/VHrcRx99RNeuXencuTNjx45l+fLllc4dHBzMu+++S6tWrXjggQdo1aoVRUVFPPvss7Ro0YJnnnkGg8HA2rVrAfj++++x2Wx89tlntG/fnri4OObMmcOxY8dYuXJlxXmDgoJ4//33ad26NTfccAPXX399xbWDg4PRarX4+fkRERFxySlRezDqNAT76igoNXM8u0QK2WtLUdmf4fqRAYNGw+GMS08PZifvozQvi+UvjmDBmG4sGNON0we2cnj5dywY0+280Z+8lCMcW7+Etrc+Ssb+LYS2jMfoH0RMt4HkHN2PufjiU6Jl5uq9kZ9e/wN6/zCib5yAd3RrDIGR+DbtiiGovA1CaeZxvBo0wTc2Ht8m8Xg1aEJp5vGKx3o3ao8pqmaNOlMKzJjqwRYn2QWlPDNng6vD8GgN/PToZWpQnMUhY5mHDx+mqKiIgQMHVrq9rKyM+Pj4iq87dOhQ8e/IyPIC2fT0dBo1asRdd93FhAkT2LBhA1dddRXffPMNnTt3pnXr1he9rsFgqHTOffv2odPpuPLKKytuCwkJoVWrVuzbt6/iNm9v74qpxzOxpKdX7n/Ttm3bSvVc4eHhtGvXruJrrVZLSEhIxeN27tzJ4cOH8fPzq3SekpISEhP/mUJp27YtWu0/v8AjIyPZtWvXRZ+jowWadCTL/t+1pqoqKYWltWrkai/FZutlp3gbxHVjwPTvK9229YsX8YuMpeW191Ua/VFVle3zXqXDXU+i8/JGVW2oZ7bl+fvvS42GFFRzVDT/0Hp8mnbh+E8vUXjsL/R+oQR1uZHg+OsA8GrQhLKsk5TlpgMqpVkn8QqLpSz7FDl//U7TB/6vWtc7m8UGrWIC2ZGUWeNzeIr/bTvOoM7H6NepkatD8Th+Xlr8vGRqUFTmkJ+IgoLyT+2LFy8mOjq60n1Go7EiwdDr/1mhc2ZY9cz0QUREBP369WP+/PlcddVVzJ8/n0cfffSS1zWZTDUanj07jjOxnNt35kLHXOi2M/EXFBTQpUuX86Y5AcLCwi553upOodiToii0jfJjw5GcS27lIi6tTLWRlu/6VgQaBXanXn4UTW/yISCmcqGz1mjC4BNw3u3Jq3/G6BdEVKdrAAhp3pG9Cz8mM3EXabsS8ItqisG78geLs2VXszt6WXYKZVt/JeTK2wjteTfFpw6Q+vsHaLQ6AjsMwhjaiAZ97ufo/PJC+/A+D2AMbUTyN5MJ7zeGgqQtZKz5CkWjI2LQo/g06nCZK1YWGuQD1P0EC+DJz9azamYDAny9XB2Kx9BrFcJkr0FxAQ5JsM4uMu/d+/yVMGeP4FzKiBEjmDRpEnfffTdJSUncdddd1YojLi4Oi8XCxo0b6dGjBwCZmZkcOHCANm0c28W4c+fOfP/99zRo0AB/f//LP+AiDAaD03vVGHQa2kX5se1YrhS314SCW0wNAugUDUXVnJK7lJLcTPb/+gV9nv1nQUdw03a0HHwP697+N0b/ILqOfvGS58i4zDZB51FVvCJbEt63vEbTFNGc0oxksrYtJrDDoPIYutxAcJcbKh6S89fvaAwmvKPbcOijB2j6wPtY8jI48fOrtHjsSzS6qrc9MCv1a9pnxOt/8OuL10M9qT+rrXB/AxrZa1BcgEN+c/j5+TFhwgSeeOIJ5s2bR2JiItu2beO9995j3rx5VT7P0KFDyc/P59FHH6Vv375ERUVd/kFnadGiBTfffDMPPvgga9euZefOndxzzz1ER0dz8803V/dpVcuIESMIDQ3l5ptvZs2aNRw5coSVK1cybty4ikL4qoiNjWX16tWcPHmS06dPOzDiyoJ99DQJrfsrqOxP5UhOIe5SvnYk8/KtGS6m9+RP6Di88mIPr4AQrn39V0xBYZVuj7vpIW58708GvfITwU3bcTHeOk21R0Z1vsEYQytPWxlDG2HOvfA2NpaiXNLXfE3k4McoOrUfY3AMxuBofGI7odqslGWdrNb1UwrN6LX1J8k6kVnIjO+3ujoMjxDqq8dLX39+NkT1OOwn46WXXmLKlCnMmDGDuLg4hgwZwuLFi2nSpEmVz+Hn58eNN97Izp07L1ncfilz5syhS5cu3HDDDXTv3h1VVVmyZMl5U3P25u3tzerVq2nUqBFDhw4lLi6O0aNHU1JSUq0RrenTp5OcnEyzZs0qTS06Q9NQE0HeMvRdHflmywX7ibmCl1bDycusHnQ2b131P+l7N2xLWVblDyWlWSfQB4Rf8PjUZR8R0m0oev8wsFlRbf+8HqrNilrNKfgya3kdVn3y/ZpEth5Mc3UYbs3XqCVQWjKIS1BUe29yJeqUErOVDUdyMLtBsba7UxWVHSl5rg6jQlGpld1V2BrHmSJMOlburt4bd/GpAyTNG0+Da0biH3cNxacOcGrJW0RdN57AdpW3nilI2kr6qrk0GfUOiqLBnJfBoQ/vp+FtUzHnZZC+cg4tH/8GzUVaUVxMM18Ny7cdr9ZjPJ2iwLrZQzEZ5UPWufRahYZBRpkaFJckCZa4rNMFZWw/7j6JgztSUNmfWWDXeqfa0GsUNiTnYnWXucq/hRu1rNp74am9S8k/tIG0FV9QlnUSfWAEIVfeVrGK8AybuZTEzx4l5tbnMEX8syo4e/tvpK+ai6LVEznkcfxaXHnu6S+rSYCeFZuTq/04T9ciyp8fnx2CKvVYFRQFYoKMGKUlg7gMSbBElRw5XXTZXkr12eniUo7nlrg6jAoaFTYczXV1GOcJ0ULCQc9bkWfSaTi4/4TbJazO8OCQOB67oXorL+uycH+9tGQQVSIpuKiSJqHeRAVUb1qlvrCoNrdKrkBlf7qL9z68iMIS124ZVFPFFhvNo+r2xvIX8+n/9nHgeJarw3AL/ibpdyWqThIsUWVxkb4ES9F7JYoC+9ykJcMZRq3WbQrtz5VTVL0eWO4kOszX1SG4zMg3l2O2eGZybC9eeo3b9Ls6dy/emkpOTkZRFHbs2GGXuERlkmCJKtMoCh1i/PCpB1uHVImqcjyv2O22FDqZ406jaZWdzvfcBEvR19+Ri1KzjYffW1FvK7H0WoXIAPfZZ7BHjx6kpKQQEFC7UdWGDRuSkpJSaVcSYT+SYIlq0Ws1dGroj17rHr9oXKnYZiOjml3JHc2o1ZCU6frNpS/EoFUoKHXPkbWqSCuy4ibvry6xLTGTb1YccHUYTqdRICrAgNaNVgwaDAYiIiJqnfBptVoiIiLQ6ervhwdHkgRLVJu3QUunGH/c6PeN8ykqB9xsahCgoNR9p3F8PbwhY0GZjaYRNd+VoS6Y9dMOTmTUnxXFChAZaHD4Js59+vTh8ccfZ/z48QQFBREeHs6nn35KYWEh999/P35+fjRv3pzffvsNOH+K8OjRo9x4440EBQXh4+ND27ZtWbJkCQDZ2dmMGDGCsLAwTCYTLVq0YM6c8p0YLjRFuGrVKrp164bRaCQyMpKnn34ai8VSKdZx48YxadIkgoODiYiIYNq0aQ79/ngqz/6NJ1wm0FtPm8iL7zdX1yVmF7ndNkJaRWFvFfYddBV9HRj+adig/v7Mn3HXa8tcul+qM4X7GzDpnVMSMW/ePEJDQ9m0aROPP/44jz76KLfffjs9evRg27ZtDBo0iHvvvZeiovNXcz/22GOUlpayevVqdu3axWuvvYavb3nN4JQpU9i7dy+//fYb+/bt48MPPyQ0NPSCMZw8eZLrrruOK664gp07d/Lhhx/y+eef8/LLL58Xq4+PDxs3bmTWrFlMnz6dZcuW2f+b4uGkTYOolcSMIpJO16/2DbllZpKy3O856xWFhCM5rg7joiK8tKzcU/0eWO6keaCePzYluzoMl+vdLpJ3H7nG7T5k2FOIr85pO1n06dMHq9XKmjVrALBarQQEBDB06FC+/PJLAFJTU4mMjGT9+vWUlJTQt29fsrOzCQwMpEOHDtx222288MIL5537pptuIjQ0lC+++OK8+5KTk2nSpAnbt2+nU6dOPPfcc/z000/s27evYvrxgw8+YPLkyeTm5qLRaM6LFaBbt27069ePmTNnOuLb47FkBEvUSrMwbyL960/7BhuqWyZXqqpy2M0TXUs19yB0Rxke2mbC3lbtTmHxpiOuDsNhAkxap28T1qHDP73GtFotISEhtG/fvuK28PDyraHS08//kDJu3DhefvllevbsyQsvvMBff/1Vcd+jjz7Kd999R6dOnZg0aRLr1q27aAz79u2je/fulWq7evbsSUFBQaU9dM+OFSAyMvKCcdV3kmCJWmsT5Uugqe4XSSoKHDjtnlNwJp2WNDdfoVfkxvVhVZVbYqNRPW7XcLZnv9xEZq57J/U14WPQEOqCdgzn7o+rKEql284kPReanh0zZgxJSUnce++97Nq1i65du/Lee+8BcO2113L06FGeeOIJTp06Rf/+/ZkwYcJ556htrPVl2rg6JMEStaZRFDrG+GPy8CLmS1FVlbTCUkrcdBQmo8Ds6hAuK6/YvRPAqoqt54XuZ7vrtd+hDlWZGHUK4W7UjqE6GjZsyCOPPMKCBQt46qmn+PTTTyvuCwsL47777uPrr7/m7bff5pNPPrngOeLi4li/fj1nVw4lJCTg5+dHTEyMw59DXVN33xGFUxl0GuIb+qOro0sLLaiczHPP/lJ6rcL+dPccWTubJ/fAOpvRZHB1CG4jI6+UKV9vdHUYdqHTKEQGGtF4YHI1fvx4li5dypEjR9i2bRsrVqwgLi4OgKlTp7Jw4UIOHz7Mnj17+PXXXyvuO9e//vUvjh8/zuOPP87+/ftZuHAhL7zwAk8++SQajaQL1SXfMWE3PkYdHWP86l4zQkVlvxu2ZDjDbFbdfhBBr1HIKXL/UbaqyCx1z1FMV/nvxqMk7Dnp6jBqRaNAVKDBYz8gWq1WHnvsMeLi4hgyZAgtW7bkgw8+AMp7Zj3zzDN06NCBa665Bq1Wy3fffXfB80RHR7NkyRI2bdpEx44deeSRRxg9ejTPP/+8M59OnSGrCIXdpeWVsutkfp1YYaRS3q09002TA0WBvacKyHfz+qZAo4YNezNcHYbdlJ3O5pQbLnZwpTWzbsHP2/MWvJzpdeUtO1QIO5MRLGF34f5G2kXXjZGsYovVbZMrKB8ZcvfkCsBYx6YXmkTWz42fL+We1/9A8bCPVQoQGSDJlXCMuvVbT7iNCH8jbaM8fLWVonLwdKGro7ikY1nuWRd2Lo1nve9elo+P543UONrRjAJmL9jh6jCqrGLkyijJlXAMSbCEw0QGeNE20lOTLJVDWYVu/XncqNVwLNszEiyLtW7VLeWY3fknw3W++vMgfyW5/1SwTAsKZ5AESzhUVKAXbTwwycouNbv1vn4AecWes3FySZl7fy+rK73QQqi/l6vDcEv3v72C0jL3nVaX5Eo4iyRYwuGiA72Ii/BxdRhVZkUlObvY1WFckk6DW+87eK78Yvd9w62pFtGBrg7BLVltKve/9adb1mAqf68WlORKOIMkWMIpYoJMHpFkKcABN27JUEFVMNs8Z5oqs6Bu9MA6m5+fjGBdzN7jOXy2dI+rw6hEUSAqwIBJkivhJJJgCaeJCTLRNtLXLT/ZQnm39lOFJZS6e72QqnIg3b2L78+mVSCzoNTVYdhdnsVzElxXeO+/u0k6lePqMABJroRrSIIlnCoq0MttWziYVRup+e6fCHjptWQWes6Um49egwcNtlVZaoGZQB/p6n4pw1//A4vVtfV3klwJV5EESzhdhL+RDjF+uFPTZMXNu7WfLTXXs6bbvOpYD6x/KLSMCXR1EG6txGxl7AerXfaB6kyHdkmuhCvU1d98ws018DPSMcbfTZIslSM5xVg9YJTFoNFwKMNzpgehfIqwrgrwN7k6BLe34UA6/1lzyOnXLU+ujJj0klwJ15AES7hMqK+B+Ib+aF2cZRWYrWR7yCq3ErPVrXtzXYjV3WvaaqHIVoezRzt6+fttpGQ6b4RYqylPrrz08hYnXEd++oRLBfsY6NLIH6PONT+KqqJyKNMzRoQ0ime1ZjijtI71wDpbSoEZHy+dq8PwCHfP+h3V5vhk26BViAmS5Eq4nvwECpcLMOnpFhuAn5ezh/I9J7kC0CkaisyeNxpUUOI5DVGry6ZC65ggV4fhEXIKzUyas86h9Vgmg4aYICN6rby1CdeTn0LhFrz0Wq5oHEgDP+etysosKaPQg0ZXjmQWuTqEGskq9Kyi/OoKDvR2dQgeY9n2kyzbfswh5/b30hIVYEDjHoWdQkiCJdyHVqPQIdqPJiGOLxy2qDaO5XjGPn4AXloNJ3Pdv4XEuRRUMjyg9UVtlLhl0xH3NeHz9eTk23enhBBfHQ38DSiKvBbCfUiCVUeUldWNUQJFUWjewId2Ub4OW2GoKCr7T3tWLVNWkWcU4Z/LW6/F4gnLM2shpcCMl6xUq5bhry8DOyzXUICIAANB3vpan0sIe5MEy03l5+czYsQIfHx8iIyM5K233qJPnz6MHz8egNjYWF566SVGjhyJv78/Dz30EABr167l6quvxmQy0bBhQ8aNG0dh4T91RqWlpUyYMIHo6Gh8fHy48sorWblyZcX9c+fOJTAwkKVLlxIXF4evry9DhgwhJSXFmU+fyAAvujQOwGDvNf6qyon8Eswe9Kav0yjsS/OcWrGzmepBLYzFBq2kH1a1nMoq5pVvt9TqHFoNRAcZ8TVKcivcU93/7eehnnzySRISEli0aBHLli1jzZo1bNu2rdIxs2fPpmPHjmzfvp0pU6aQmJjIkCFDuO222/jrr7/4/vvvWbt2LWPHjq14zNixY1m/fj3fffcdf/31F7fffjtDhgzh0KF/+tQUFRUxe/ZsvvrqK1avXs2xY8eYMGGC0577GYEmPd2aBNr1F2iJaiPdw/bFs9nKN9D1RLp6MmMTFix1WNX1n4QkNh9IrdFjZaWg8ASKqqqe+Zu7DsvPzyckJIT58+czbNgwAHJzc4mKiuLBBx/k7bffJjY2lvj4eH7++eeKx40ZMwatVsvHH39ccdvatWvp3bs3hYWFpKen07RpU44dO0ZUVFTFMQMGDKBbt268+uqrzJ07l/vvv5/Dhw/TrFkzAD744AOmT59OamrNfhnWltWmsutkPhm1TIwURWVHap6HbduicjCtiJxiz1yJF27UsmpvuqvDcLjYAAMrNx9xdRgeR1Eg4fVb8faq+uIWb4OGCH8pZhfuTxq4uKGkpCTMZjPdunWruC0gIIBWrVpVOq5r166Vvt65cyd//fUX33zzTcVtqqpis9k4cuQISUlJWK1WWrZsWelxpaWlhISEVHzt7e1dkVwBREZGkp7uujdJrUahY4wfhzOKSM6sYXGsqpKYU+RhyRUYtVqPTa4Aysyes0qzNlIKytBrNZjrcFNVR1BVuPeN5Sx4bghqFRYLBJi0hPrqpZhdeARJsDyYj49Ppa8LCgp4+OGHGTdu3HnHNmrUiL/++gutVsvWrVvRaitPu/n6+lb8W6+vXDCqKAquHuhUFIUWDXzwMWjZm1pAdcPJM1vI9cB+TKdyPHsFXqEHfs9rotQKLWMC2HM029WheJzElDzeW7SLsTd1uOgxChDqpyfAJG9ZwnPIT6sbatq0KXq9ns2bN9OoUSOgfIrw4MGDXHPNNRd9XOfOndm7dy/Nmze/4P3x8fFYrVbS09O5+uqrHRK7o0UFemEyaNl5Iq/KheoqKolZntdDyqjVkOihva/OyKnjPbDOFhHiKwlWDX32+z76d4omrlHIeffptQoR/gaMUm8lPIz8xLohPz8/7rvvPiZOnMiKFSvYs2cPo0ePRqPRXHJofPLkyaxbt46xY8eyY8cODh06xMKFCyuK3Fu2bMmIESMYOXIkCxYs4MiRI2zatIkZM2awePFiZz29Wgvy1nNlk8AqfppVOeBhLRnOKCz1/Om19DreA+tsqlY+r9bGyDf+pMxcecTT16ilYZBRkivhkeSn1k29+eabdO/enRtuuIEBAwbQs2dP4uLi8PLyuuhjOnTowKpVqzh48CBXX3018fHxTJ06tVJB+5w5cxg5ciRPPfUUrVq14pZbbqk0UuYpTHotXRsHXLYpaUZxGcUWz6uL0SoKezxw38GzmXQaSjxwa5+aSim0oJHaoBozW2089O7KikqsUF89EdKZXXgwWUXoIQoLC4mOjuaNN95g9OjRrg7HrWQVmtl9Kp/ScxIps2pjd1q+i6KqHb2ikHAkx9Vh1EqIl46EPWmuDsOpjEUFHDiR6+owPNr0EV3513VtpAWD8HjyE+ymtm/fzrfffktiYiLbtm1jxIgRANx8880ujsz9BPvo6d40kDDff5Z6Kwrsz/DMESBVVTl82rNrrwD09XDgISrUz9UheLQ7ejVlzMCWklyJOkGKBtzY7NmzOXDgAAaDgS5durBmzRpCQ0NdHZZb0ms1dGroz/HsYg6mFXI0rxiLp/Vk+JtJpyUtvw4Uh9fDwXGNQbZsqQlfLx1vjr6K4b0vvEBHCE8kCZabio+PZ+vWra4Ow+M0DDLha9RyfI99N5N1powCz9x38Fxl9aj+6oz0IguKUi9zyxrr2jyUz8ddQ7MIf1eHIoRdSQ2WqJOsNpWE5Cw2HsvxqDc7vVZhXZJnxXwxXhYrO47muDoMp9Pk5ZOUmufqMNyel17Lc3d0YtyNbdFqZEpQ1D0ygiXqJK1G4ZqmITQL8WHxvnRyij1jVMhsUetEcgWQW+QZ33N7axjuJwnWZXRrEcaH/+pJq+hAV4cihMNIgiXqtOgAL0ZdEcOapCy2ncjFnXMXRYG9KZ5ZmH8hp+tRD6yz6Y1Sh3UxJoOWKXfGM/b6ttJ+QdR5kmCJOs+g1dC/RShtwn1ZeiCD9FpuGu0oBo2G/DrQXBTAqIH8erJNzrlOF9e/2rOq6N66AR8+2ovmkVJrJeoHqcES9YpNVdlyPJeE5Kwqb7XjLGm5pRzNLnF1GHYRZNSyfq/rNgh3NWt2Lsc9tE2IvXkbdbxwd2ceHRIno1aiXpERLFGvaBSFbo0Cad3Ah2UHT7vNXn9GrabOJFcAxnr+Rhob4S8JFjAoPprZ919JU1khKOohSbBEveTvpee2DpEcSC9g+aHTFJS5dmour7huTacp7jU46HReJsPlD6rDmoT7MfO+K7i+q2dtwSWEPUmCJeq1Vg18iQ32Zk1SJttP5rmkCF6nge1pdWu0w2ypG7VkNZVVWj/rsEwGLU/d0oHxN7XFyyBvL6J+kxosIf6WklfCn4cyOZnn3Kk6raKw3sP3HTyXj83G1iPZrg7DpUozsknJdo8paGe4+crGzBh5BY3CfF0dihBuQRIsIc6xP72AVYmZ5DpjFZyqknS6mNOFdatnlKWglMN1bFSuuqL1NhL2pLg6DIdrFR3A7PuvpG+HKFeHIoRbkTFcIc7RuoEvzUN92Ho8h/VHcyizOm66x0unrXPJFUBmQf3sgXU2b2+jq0NwqGA/IxNv7cAjQ+LQ66QTuxDnkgRLiAvQaRSubBxE+0h/1iVns+NULo7YOzo1zz17ctWGToHsOpg0Vldu3Vq3UMHXS8dj17fl3ze2xd+7fhfzC3EpMkUoRBXkFJtZnZTF/nT7TXsZtBoSErPdurt8TQQYtWysxz2wzlaQmslpJ9f0OYpRr2H0wFZMuLUDDQJMrg5HCLcnI1hCVEGgSc9NbcPp1iiQ1YmZJGcX1/qcJWXWOpdcAXjV8x5YZ2seHeDxCZZWozD8mmY8e0cnGoZKAbsQVSUJlhDVEOFn5I5OUaTklbAuObvGjUo1CuxOrZtF4Jo6mTbWjJ+vl6tDqJWbujVm6l3xtI4JdHUoQngcSbCEqIFIfy9u6xBJekEp65OzOZhRWK20QqdoKDLXzV5JFoskWGcUeGA7MEWB67s2YtLQDnRuFurqcITwWFKDJYQdZBaWseFoNvvSC6pUDH8yu4STuXVzpZ2fqrI5KcvVYbgFBZXsk6fJKXT/xQw6rcKwHk146tYOxMmIlRC1JgmWEHaUU2xmw9Fs9qTmc7G9pL20GlYn1uEmnEVl7E/Jd3UUbiMMM5sPum/Rv8mg5Z4+Lfj3TW2JbeDn6nCEqDNkilAIOwo06RnSugE9Y4PZfDyHXan5lFoqTwVmFdXR9ft/y/KA0RpnCnTTFXeh/l48PKQ1Dw5qTai/Z9eKCeGOJMESwgH8vHT0axFKrybB7E7NZ9vJXLKKzOg0CvvqcIdzDSqZBZJgna1Yda9VlW0aBvLQ4NaM6NMck+wXKITDyP8uIRzIoNPQOSaA+Gh/krOK2Xg0m7o8K++j12J1REdWD5aSb8bHS0ehM7ZeugijXsMtV8YyelArerQOd1kcQtQnUoMlhJNlFJSy7MBp/jyUSU5x3ZoubGDSsXp3mqvDcDvBtlK2HT7t9Os2i/Dj/gGtuKdPc5kGFMLJJMEStdanTx86derE22+/XavzjBo1ipycHH755Re7xOXuLDaVTUdzWHbgNLtT8utE96hIk44VkmCdp7mflj+2HnPKtXRahWu7NOTBQa3p2z4SRXGvKUoh6gtJsEStZWVlodfr8fOr3Qqk3NxcVFUlMDDQPoF5kJTcElYmZrHuSDYpeZ7bviHcqGHV3gxXh+F2GvvrWbUl2aHXaNMwkDt6NWVE7+ZEBns79FpCiMuTBEsIN5N0uoiEI9msT84m3cMKxgMUlY2HpQfWuXQahROJKZSY7dt5tHGYL8N6NuH2Xk1p1yjIrucWQtSOxtUBCOey2WzMmDGDJk2aYDKZ6NixIz/++CMAK1euRFEUli5dSnx8PCaTiX79+pGens5vv/1GXFwc/v7+DB8+nKKif7aI6dOnD+PHj6/4+oMPPqBFixZ4eXkRHh7OsGHDKu778ccfad++PSaTiZCQEAYMGEBhYSFQPkV4yy23VBxbWlrKuHHjaNCgAV5eXvTq1YvNmzdX3H8m3uXLl9O1a1e8vb3p0aMHBw4cqDhm586d9O3bFz8/P/z9/enSpQtbtmyx97fVrpqGenPvFdF8cHs7Xr2hFTe0bUCwt97VYVVJQR2rKbMXi02lpZ2ad4b6e/HQ4Nb88dJ17H7/Nl4c3kWSKyHckKwirGdmzJjB119/zUcffUSLFi1YvXo199xzD2FhYRXHTJs2jffffx9vb2/uuOMO7rjjDoxGI/Pnz6egoIBbb72V9957j8mTJ593/i1btjBu3Di++uorevToQVZWFmvWrAEgJSWFu+++m1mzZnHrrbeSn5/PmjVrLrqqbtKkSfz000/MmzePxo0bM2vWLAYPHszhw4cJDg6uOO65557jjTfeICwsjEceeYQHHniAhIQEAEaMGEF8fDwffvghWq2WHTt2oNd7RrIC0DLMh5ZhPtx3RTT70gpZdySbDUez3bY4Plt6YF1Ug2AfOJJZo8cG+Ri4tktDbu/VhL7to9Bp5bOxEO5OpgjrkdLSUoKDg/njjz/o3r17xe1jxoyhqKiIhx56iL59+/LHH3/Qv39/AGbOnMkzzzxDYmIiTZs2BeCRRx4hOTmZ//3vf0DlIvcFCxZw//33c+LEifNqsrZt20aXLl1ITk6mcePG58V3dpF7YWEhQUFBzJ07l+HDhwNgNpuJjY1l/PjxTJw4kZUrV54X75IlS7j++uspLi7Gy8sLf39/3nvvPe677z77f0NdxGpT2ZtawLoj2Ww8mkNeqZskW6pK4tFszBdrYV/PxQYYWLn5SJWPj2sYyJD4GIZ0achVrcLQaiSpEsKTyAhWPXL48GGKiooYOHBgpdvLysqIj4+v+LpDhw4V/w4PD8fb27siuTpz26ZNmy54jYEDB9K4cWOaNm3KkCFDGDJkCLfeeive3t507NiR/v370759ewYPHsygQYMYNmwYQUHnT28kJiZiNpvp2bNnxW16vZ5u3bqxb9++SseeHW9kZCQA6enpNGrUiCeffJIxY8bw1VdfMWDAAG6//XaaNWtWlW+X29JqFNpH+dE+yo8HezQk8XQRO07msfNkHgczCqu0F6Ij+Bq0klxdQkpBGXqtBrP1wpt8G/Uarm4TwZAuDbm2cwyNZdsaITyaJFj1SEFBeQfxxYsXEx0dXek+o9FIYmIiQKUpNEVRzptSUxQFm+3CbxJ+fn5s27aNlStX8vvvvzN16lSmTZvG5s2bCQwMZNmyZaxbt47ff/+d9957j+eee46NGzfSpEmTGj+vc+MFKuKbNm0aw4cPZ/Hixfz222+88MILfPfdd9x66601vp470SgKLcJ8aBHmw+2dIikss7LrVB47T+az81SeU4vkvWTa6pJKrdAiOoC9x/7Zh7JpuB/XtItkSOcY+raPxMfLc6avhRCXJglWPdKmTRuMRiPHjh2jd+/e591/JsGqLZ1Ox4ABAxgwYAAvvPACgYGB/PnnnwwdOhRFUejZsyc9e/Zk6tSpNG7cmJ9//pknn3yy0jmaNWuGwWAgISGhYjrRbDazefPmSgX1VdGyZUtatmzJE088wd13382cOXPqTIJ1Lh+Dlqtig7gqtnxUMD2/lD2pBexOyWdPaj6nC80Ou7ZO2i1dVtsmIXRpGsI17SK5uk0EMaE+rg5JCOEgkmDVI35+fkyYMIEnnngCm81Gr169yM3NJSEhAX9//wvWRVXXr7/+SlJSEtdccw1BQUEsWbIEm81Gq1at2LhxI8uXL2fQoEE0aNCAjRs3kpGRQVxc3Hnn8fHx4dFHH2XixIkEBwfTqFEjZs2aRVFREaNHj65SLMXFxUycOJFhw4bRpEkTTpw4webNm7nttttq/Tw9RQM/Iw38jPRtEQJAal4pe1Lz2Z9eyJHMIk7klGCx15yibJFTiVaj0CLcl86NA4lvHEjnxoGESzd1IeoNSbDqmZdeeomwsDBmzJhBUlISgYGBdO7cmWefffai037VERgYyIIFC5g2bRolJSW0aNGCb7/9lrZt27Jv3z5Wr17N22+/TV5eHo0bN+aNN97g2muvveC5Zs6cic1m49577yU/P5+uXbuydOnSC9ZsXYhWqyUzM5ORI0eSlpZGaGgoQ4cO5cUXX6z18/RUEf5GIvyN9G8ZCoDZauN4dglHsopIyiziSGYxR7OLKbVU/2eh1M49njyJXqvQvIEvcVF+tInyJy7Kj1YRfnjpta4Oze5sNhuvvfYan3zyCampqbRs2ZIpU6ZUtGPZs2cPkydPZvXq1aiqSqdOnZg7dy7NmjXDZrPx8ssv88knn1R8uJo5cyZDhgxx8bMSwv5kFaEQohKbqpKSW1qecGWVJ11HsoooKL10AmUos/DX8VwnRek6wT56YkN9aB7uS5tIP+Ki/GkZ7oteVz9q0F555RW+/vpr3n777YpWL4888ghLly6lefPmdOjQgT59+vDMM8/g7+9PQkICPXr0oFWrVrz11ltMmzaNjz/+mPj4eL744gveeust9uzZQ4sWLVz91ISwK0mwhBBVklFQyvGcEtLySkkrKCMtv5S0/FLS88sosdgoyinmWGbR5U/kAUx6DY1DfWgc4k1sqDeNQ7xpElb+tb+p/haiX67VS2xsLN999x0HDhy4YL+56OhoHnvsMZ599tmK27p168YVV1zB//3f/znlOQjhLDJFKISokjBfI2G+xgvel1ts5nhmEadySkjN/edPVmEZ2UVmcorM5BaZ7VfvVQsBJj0N/I3lf/yMhPsbCfM3Eu7vRdjfX4f4GmST5Au4XKuXnJwcrr766gsmV3l5eZw6dapS6xWAnj17snPnTofGLYQrSIIlhKi1AJOegJgA2sUEXPK4/BIz2YVmcovNZBeWkVNkpqjMSqnFRqnZRpnl739bbJSd9bfFpqJVygvHNRoFnUZBo/z9t0ZBq1HQaxVMBh0+Ri0+f//t66XD36QnwKTH36QjwEtfb6byHOFyrV6qu8JXiLpMEiwhhNP4eenxk15PHutyrV46dOjAvHnzMJvN541i+fv7ExUVRUJCQqXHJiQk0K1bN4fHLoSzSYIlhBCiSi7X6mXs2LG899573HXXXTzzzDMEBASwYcMGunXrRqtWrZg4cSIvvPACzZo1o1OnTsyZM4cdO3bwzTffuPqpCWF3kmAJIYSosku1egkJCeHPP/9k4sSJ9O7dG61WS6dOnSrqrsaNG0dubi5PPfUU6enptGnThkWLFskKQlEnySpCIYQQQgg7k2pPIYQQQgg7kwRLCCGEEMLOJMESQgghhLAzSbCEEEIIIexMEiwh3FxZWZmrQxBCCFFNkmAJYWfJyckoinLenz59+gCwdu1arr76akwmEw0bNmTcuHEUFhZWPD42NpaXXnqJkSNH4u/vz0MPPQTATz/9RNu2bTEajcTGxvLGG2+44ukJIYSoAkmwhLCzhg0bkpKSUvFn+/bthISEcM0115CYmMiQIUO47bbb+Ouvv/j+++9Zu3YtY8eOrXSO2bNn07FjR7Zv386UKVPYunUrd9xxB3fddRe7du1i2rRpTJkyhblz57rmSQohhLgk6YMlhAOVlJTQp08fwsLCWLhwIQ899BBarZaPP/644pi1a9fSu3dvCgsL8fLyIjY2lvj4eH7++eeKY0aMGEFGRga///57xW2TJk1i8eLF7Nmzx6nPSQghxOXJCJYQDvTAAw+Qn5/P/Pnz0Wg07Ny5k7lz5+Lr61vxZ/DgwdhsNo4cOVLxuK5du1Y6z759+yq6YZ/Rs2dPDh06hNVqdcpzEUIIUXWSYAnhIC+//DJLly5l0aJF+Pn5AVBQUMDDDz/Mjh07Kv7s3LmTQ4cO0axZs4rH+vj4uCrseudMzdyOHTsAWLlyJYqikJOT49K4hBCeTfYiFMIBfvrpJ6ZPn85vv/1WKXHq3Lkze/fupXnz5tU6X1xcHAkJCZVuS0hIoGXLlmi1WrvELMr16NGDlJQUAgICHHqdlStX0rdvX7KzswkMDHTotYQQzicjWELY2e7duxk5ciSTJ0+mbdu2pKamkpqaSlZWFpMnT2bdunWMHTuWHTt2cOjQIRYuXHhekfu5nnrqKZYvX85LL73EwYMHmTdvHu+//z4TJkxw0rOqPwwGAxERESiK4upQhBAeTBIsIexsy5YtFBUV8fLLLxMZGVnxZ+jQoXTo0IFVq1Zx8OBBrr76auLj45k6dSpRUVGXPGfnzp354Ycf+O6772jXrh1Tp05l+vTpjBo1yjlPqg6w2WzMmjWL5s2bYzQaadSoEa+88sp5x507RTh37lwCAwP59ddfadWqFd7e3gwbNoyioiLmzZtHbGwsQUFBjBs3rlI93FdffUXXrl3x8/MjIiKC4cOHk56eDpRPS/bt2xeAoKAgFEWpeC1tNhszZsygSZMmmEwmOnbsyI8//ujYb44Qwv5UIYSoByZNmqQGBQWpc+fOVQ8fPqyuWbNG/fTTT9UjR46ogLp9+3ZVVVV1xYoVKqBmZ2erqqqqc+bMUfV6vTpw4EB127Zt6qpVq9SQkBB10KBB6h133KHu2bNH/e9//6saDAb1u+++q7je559/ri5ZskRNTExU169fr3bv3l299tprVVVVVYvFov70008qoB44cEBNSUlRc3JyVFVV1Zdffllt3bq1+r///U9NTExU58yZoxqNRnXlypVO/X4JIWpHEiwhRJ2Xl5enGo1G9dNPPz3vvqokWIB6+PDhisc8/PDDqre3t5qfn19x2+DBg9WHH374ojFs3rxZBSoec+51VFVVS0pKVG9vb3XdunWVHjt69Gj17rvvru7TFkK4kBS5CyHqvH379lFaWkr//v1r9Hhvb+9KixXCw8OJjY3F19e30m1npgABtm7dyrRp09i5cyfZ2dnYbDYAjh07Rps2bS54ncOHD1NUVMTAgQMr3V5WVkZ8fHyNYhdCuIYkWEKIOs9kMtXq8Xq9vtLXiqJc8LYzSVRhYSGDBw9m8ODBfPPNN4SFhXHs2DEGDx58yb0lCwoKAFi8eDHR0dGV7jMajbV6DkII55IESwhR57Vo0QKTycTy5csZM2aMw6+3f/9+MjMzmTlzJg0bNgTKFz+czWAwAFQqjG/Tpg1Go5Fjx47Ru3dvh8cphHAcSbCEEHWel5cXkydPZtKkSRgMBnr27ElGRgZ79uyp8bThpTRq1AiDwcB7773HI488wu7du3nppZcqHdO4cWMUReHXX3/luuuuw2Qy4efnx4QJE3jiiSew2Wz06tWL3NxcEhIS8Pf357777rN7rEIIx5A2DUKIemHKlCk89dRTTJ06lbi4OO68885KNVP2FBYWxty5c/nPf/5DmzZtmDlzJrNnz650THR0NC+++CJPP/004eHhFb3QXnrpJaZMmcKMGTOIi4tjyJAhLF68mCZNmjgkViGEY8hmz0IIIYQQdiYjWEIIIYQQdiYJlhBCCCGEnUmCJYQQQghhZ5JgCSGEEELYmSRYQgghhBB2JgmWEEIIIYSdSYIlhBBCCGFnkmAJIYQQQtiZJFhCCCGEEHYmCZYQQgghhJ1JgiWEEEIIYWeSYAkhhBBC2JkkWEIIIYQQdiYJlhBCCCGEnUmCJYQQQghhZ5JgCSGEEELYmSRYQgghhBB2JgmWEEIIIYSdSYIlhBBCCGFnkmAJIYQQQtiZJFhCCCGEEHYmCZYQQgghhJ1JgiWEEEIIYWeSYAkhhBBC2JkkWEIIIYQQdiYJlhBCCCGEnUmCJYQQQghhZ5JgCSGEEELYmSRYQgghhBB2JgmWEEIIIYSdSYIlhBBCCGFnkmAJIYQQQtiZJFhCCCGEEHYmCZYQQgghhJ1JgiWEEEIIYWeSYAkhhBBC2JkkWEIIIYQQdiYJlhBCCCGEnUmCJYQQQghhZ5JgCSGEEELYmSRYQgghhBB2JgmWEEIIIYSdSYIlhBBCCGFnkmAJIYQQQtiZJFhCCCGEEHYmCZYQQgghhJ1JgiWEEEIIYWeSYAkhhBBC2JkkWEIIIYQQdiYJlhBCCCGEnUmCJYQQQghhZ5JgCSGEEELYmSRYQgghhBB2JgmWEEIIIYSdSYIlhBBCCGFnkmAJIYQQQtiZJFhCCCGEEHYmCZYQQgghhJ1JgiWEEEIIYWeSYAkhhBBC2JkkWEIIIYQQdiYJlhBCCCGEnUmCJYQQQghhZ5JgCSGEEELYmSRYQgghhBB2JgmWEEIIIYSdSYIlhBBCCGFnkmAJIYQQQtiZJFhCCCGEEHb2/51gHp9mCWeZAAAAAElFTkSuQmCC",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period_start = '2020-12'\n",
|
||
"period_end = '2021-08'\n",
|
||
"x = df.loc[period_start:period_end , :].sum()\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=-20)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period_start}_{period_end}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 42,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "e511fc43b5924c92bf0fb9e440c1c6e2",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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" Figure\n",
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' width=600.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# extract data\n",
|
||
"period = '2022-12'\n",
|
||
"x = df.loc[period, :]\n",
|
||
"mask = x > 0\n",
|
||
"x = x[mask]\n",
|
||
"labels = df.columns[mask]\n",
|
||
"\n",
|
||
"#define Seaborn color palette to use\n",
|
||
"colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
"#create pie chart\n",
|
||
"fig = plt.figure(figsize=(6,6))\n",
|
||
"plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=-20)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.savefig(f'plots/total_keywords_{period}.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": []
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "venv",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.8.16"
|
||
},
|
||
"orig_nbformat": 4
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 2
|
||
}
|