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TimeCO2 Value [ppm]
02022-08-21 20:00:00406
12022-08-21 21:00:00412
22022-08-21 22:00:00420
32022-08-21 23:00:00439
42022-08-22 00:00:00437
\n", + "" + ], + "text/plain": [ + " Time CO2 Value [ppm]\n", + "0 2022-08-21 20:00:00 406\n", + "1 2022-08-21 21:00:00 412\n", + "2 2022-08-21 22:00:00 420\n", + "3 2022-08-21 23:00:00 439\n", + "4 2022-08-22 00:00:00 437" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_excel('./data/df_senzor2_cvetkovic.xlsx')\n", + "df.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Convert Time column into datetime format (if not already)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# convert time to datetime\n", + "df['Time'] = pd.to_datetime(df['Time'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create Pandas Series object from dataframe\n", + "\n", + "makes Series with datetime time as the index and CO2 ppm as the values. Then plot Pandas series. " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Time\n", + "2022-08-21 20:00:00 406\n", + "2022-08-21 21:00:00 412\n", + "2022-08-21 22:00:00 420\n", + "2022-08-21 23:00:00 439\n", + "2022-08-22 00:00:00 437\n", + " ... \n", + "2024-08-06 13:00:00 396\n", + "2024-08-06 14:00:00 391\n", + "2024-08-06 15:00:00 392\n", + "2024-08-06 16:00:00 393\n", + "2024-08-06 17:00:00 392\n", + "Name: CO2 Value, Length: 9677, dtype: int64\n" + ] + } + ], + "source": [ + "#create series\n", + "data_series = pd.Series(data=df['CO2 Value [ppm]'].values,\n", + " index=df['Time'],\n", + " name = 'CO2 Value')\n", + "\n", + "print(data_series)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data_series.plot(title='CO2 ppm')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create Pyleo Series with desired time frequency\n", + "\n", + "Create metadata with time unit and value unit to convert directly from Pandas Series to Pyleoclim Series. Then plot with Pyeloclim. You will notice that the time values change from YYYY-MM format into decimal year. This is done by default in pyleoclim to handle most paleoclimate data. " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "metadata = {\n", + " 'time_name': 'Year', \n", + " 'time_unit': 'year', \n", + " 'value_name': data_series.name,\n", + " 'value_unit': 'ppm'\n", + "}\n", + "\n", + "# Convert to Pyleoclim Series\n", + "pyleo_series = pyleo.Series.from_pandas(\n", + " ser=data_series,\n", + " metadata=metadata\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pyleo_series.plot(title='CO2 ppm')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Changing plotting styles with Pyleoclim" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "# try web for web-like font\n", + "pyleo.utils.plotting.set_style('web')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pyleo_series.plot(title='CO2 ppm')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# back to the default -- matplotlib\n", + "pyleo.utils.plotting.set_style('matplotlib')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pyleo_series.plot(title='CO2 ppm')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Spectral Analysis\n", + "\n", + "Using `pyleoclim.Series.spectral()` to plot the PSD and significance test" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Performing spectral analysis on individual series: 100%|██████████| 200/200 [1:04:46<00:00, 19.43s/it]\n" + ] + } + ], + "source": [ + "psd = pyleo_series.spectral(method='lomb_scargle')\n", + "psd_sig = psd.signif_test(method='CN')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = psd_sig.plot(title='PSD using Lomb-Scargle method')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pyleo", + "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": "3.11.10" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 4af4111ed62edffa2b98053a6a6f398c07e2dfb1 Mon Sep 17 00:00:00 2001 From: Alexander James Date: Wed, 8 Jan 2025 16:55:58 -0800 Subject: [PATCH 2/5] rename time_semantics --- notebooks/{time_semanics.ipynb => L1_time_semanics.ipynb} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename notebooks/{time_semanics.ipynb => L1_time_semanics.ipynb} (100%) diff --git a/notebooks/time_semanics.ipynb b/notebooks/L1_time_semanics.ipynb similarity index 100% rename from notebooks/time_semanics.ipynb rename to notebooks/L1_time_semanics.ipynb From ea9407359fbbf09b29fc2bb2479e0c47f73ab8f8 Mon Sep 17 00:00:00 2001 From: Alexander James Date: Thu, 9 Jan 2025 09:46:03 -0800 Subject: [PATCH 3/5] fix path --- notebooks/L1_time_semanics.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/notebooks/L1_time_semanics.ipynb b/notebooks/L1_time_semanics.ipynb index 6f69327..6fd2f7d 100644 --- a/notebooks/L1_time_semanics.ipynb +++ b/notebooks/L1_time_semanics.ipynb @@ -165,7 +165,7 @@ } ], "source": [ - "df = pd.read_excel('./data/df_senzor2_cvetkovic.xlsx')\n", + "df = pd.read_excel('../data/df_senzor2_cvetkovic.xlsx')\n", "df.head()" ] }, From c4815b0107c0f1fd71e026b08270d7d334501f39 Mon Sep 17 00:00:00 2001 From: Alexander James Date: Thu, 9 Jan 2025 10:53:04 -0800 Subject: [PATCH 4/5] Add openpyxl dependency --- environment.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/environment.yml b/environment.yml index 24d89ec..bef1f4a 100644 --- a/environment.yml +++ b/environment.yml @@ -17,3 +17,4 @@ dependencies: - git+https://github.com/LinkedEarth/Pyleoclim_util.git@master - git+https://github.com/LinkedEarth/pylipd.git@main - watermark + - openpyxl From 766d8e4ed14fef03f58f0f5c68b17b0caf3749ef Mon Sep 17 00:00:00 2001 From: Alexander James Date: Thu, 9 Jan 2025 12:25:45 -0800 Subject: [PATCH 5/5] reduce number of significance tests --- notebooks/L1_time_semanics.ipynb | 61 ++++++++++++++------------------ 1 file changed, 27 insertions(+), 34 deletions(-) diff --git a/notebooks/L1_time_semanics.ipynb b/notebooks/L1_time_semanics.ipynb index 6fd2f7d..075da8e 100644 --- a/notebooks/L1_time_semanics.ipynb +++ b/notebooks/L1_time_semanics.ipynb @@ -68,7 +68,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -159,7 +159,7 @@ "4 2022-08-22 00:00:00 437" ] }, - "execution_count": 3, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -178,7 +178,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -197,7 +197,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -231,7 +231,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -240,13 +240,13 @@ "" ] }, - "execution_count": 6, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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LCIPBgMGDByt27T1DNOgkGpUD0akcokEjoHydxHCRERRFQa1WhzsbkhMNOolG5RAunaFeyBoN9RkNGgHl61SmORahmEwmVFdXw2QyhTsrkhINOolG5UB0Kodo0AgoXycxXGSE3W5HV1cX7HZ7uLMiKdGgk2hUDuHSSYX0btFRn9GgEVC+TmK4EAgEAoFAiBiI4UIgEAgEAiFiCMhwOXDgAObMmYPk5GQkJSXh/PPPx9dff+1xXk1NDebOnYvc3FzExcVh4sSJWLNmjc80MzMzkZCQgBkzZmDLli2BZI9AIEQBn+yoxZUvb8FPR5vCnRUCgRBCBBsuO3bswMSJE/H1119j7ty5+Pvf/w69Xo/LLrsMS5cuZc9raGjA1KlTsXr1atxxxx147rnnYLVaMXv2bHz44YcuaR46dAhTpkzB9u3bMW/ePDz55JOora3F9OnT8dNPPwWvMkLQarXIycmBVqsNd1YkJRp0Eo3Sc/+qfdhd04Zb39ou6X3CrTNURIPOaNAIKF8nRQvcPnL8+PHYsWMH/ve//+GSSy4B4NiJ8vrrr8fq1atRXl6OAQMG4O6778Zrr72GzZs3Y/LkyQAcGz9NnDgRJ0+eRHV1NeLi4gAAs2bNwk8//YTy8nKUlJQAAFpaWjBixAgkJyejvLwcFOXfVW3Xrl0YO3Ysdu7ciTFjxggqCAKBEFkUL/qK/Xf1U5eFMSfScKbbjNFL1rN/K1EjgRAIgkZcamtrsWPHDsyYMYM1WgDHmvGHHnoIZrMZ77zzDmw2G95//31MmjSJNVoAR1Cc+fPno7m5GWvXrgUANDY2Yt26dbjyyitZowUA0tLScOedd+LgwYPYvl3aLyq5YLVa0dbWBqvVGu6sSEo06CQalQPRqRyiQSOgfJ2CDRcAGDlypMexAQMGAAB+/fVXHDhwAF1dXZg4caLHeRMmTAAAbNu2zeX/fM5VOhaLBXV1dbBYLOHOiqREg06iUTkQncohGjQCytcpKHJufHw8AKCjo8PjWHNzMwCgvr4edXV1AIDCwkKP8/Lz8wEAVVVVACDoXHecR2gAsMF2jEYjent72d/VajV0Oh3sdjtnQJ6YmBj2evd171qtFhqNBlar1aMRqFQq6PV60DQNo9Hoka7BYABFUT7TtdlsMJvNLvk3m81snpx1MOj1eqhUKpjNZthsNpdjGo0GWq3WJV0GiqJgMBjYMnKfJdTpdFCr1bBYLB6WOt8y9JUuU4bM9SaTSZQy9FU3QHjKkCk/57ISowwDqZtgy9Bb3TB55Ooc+ZZhMHXjTG9vr2Tt2/nvUPYRVptr/p3LSqwydK4bd93h7COcEbOP4Op7AGX1s+46+aQrVR8htAwZff4QZLgMHjwYKSkpWLt2LTo6OpCYmMgeW7lyJQBHA2hvbwfQZ+g4ExsbCwDo7u4GAEHn8qWurs4lb0lJSSgoKIDFYkFFRYXH+cOGDWOvc2/A+fn5SE5ORnt7O06dOuVyLD4+HsXFxbDb7ZzplpWVQaPRoKGhAZ2dnS7HsrOzkZ6ejq6uLnYki6GxsRFJSUkAgMrKSo8G2r9/fxgMBjQ1NeHMmTMux9LT05GdnY3e3l5UV1e7HNNoNCgrKwMAVFdXezw0xcXFiI+PR0tLC2uIMqSkpCAvLw9ms9lDK0VRGDp0KABHGbo34IKCAiQlJaGtrQ0NDQ3s73V1dUhISEBRURFsNhtnGQ4ePBhqtRqnTp1CV1eXy7GcnBykpaWhq6uLNYAZYmJiUFpaCgCc6Q4YMAB6vR6NjY1sG2TIyMhAVlYWenp6cOLECZdjOp0OAwcOBOAwqN0fxpKSEsTGxqKtrY3VyJCamorc3FyYTCaPPKlUKgwZMgSAY2TTvXMpLCxEYmIi2tra0NjY6HIsMTERhYWFXstwyJAhoCgKJ0+eRE9Pj8ux3NxcpKamoqOjA/X19S7HYmNjUVJSApqmOdMtKioC4PBHc39Gs7KykJGRge7ubtTU1Lgc0+v17AhtVVWVR0dZWlqKmJgYNDc3o7W11eVYWloacnJyPMqnoqICarUagwcPBuBY0ej+QikqKkJCQgJaW1vR1OS6EslfH8EQyj7CkJTmoZE9ZjCgf//+AMTtI5yRQx8BQJI+oq6uLux9RHNzM1paWlyOid1HMJrD1UcMGjQIKpUKDQ0NHgMeXH0E8y72hyDDRavV4pFHHsGf//xnXHzxxXj66aeRn5+Pr776Ck888QQSExOh1WrZh4jL75f5jdlHQci57lRWVrr8zTjn5ufnsw3S+XqtVuvyuzv5+fmc1ibg6NgYQ4qB2cBKpVJxpsvcNzs7G5mZmZzpxsfHs9eaTCbU1dUhKyuLPc99VAlwPBiA4+FJTU11OabROKrU+aFkcHZwLi4u5rTYAcfLgTGc3LXodDq/Zegt3eTkZMTFxbE68/PzWQtbrVZzpsuUcU5Ojte6cS5D9+sAcKbLXJuVlYX09HSXY0wZxsbG+izDfv36+dTa3t6O/Px89quOKUO9Xu+zDAsKCnym627kM+l6K0Mmz3l5eV7LMDEx0eNrhylDiqI402XymJaWhuzsbJdjTBnGxcX5LUN3mPJKT09HSkoKZ7rMOQylpaUu6RYWFnotw9TUVJcPG8B3H8G0VyC0fUSXxTX/ztc7axWrj3DWCYS3j3CGKUMx+giuvgcITx+Rnp6O5ORkl2Ni9RFarZbVqdfrw9ZHOLfvjIwMl2O++gh/CN5kceHChTCZTFiyZAmmTZsGwFGIH330ERYsWIDU1FQkJCQAgIfl5vwb0+iFnMsXg8HAOeSkUql8DkW5d4bOaDQatqDdoSgq4HTVajV7LZM/ZpgR8D10xjRUf+ly4XwPd7RarddldP7K0Fe6TBkyacTExLBlE0wZ+qobIDxlqNPpPDQyBFOGwdSN2O3bZDKx+ryl7a8Mg6kbX+mIWYbMb85TC1yI3UcY7a4jRt6uF6t9O+sEwttHcCFGH8HV9wDK6me1Wi2r0V1nuN6BwZQhZ14EnX2WBx98EPfddx/27duH2NhYDB8+HFarFSdOnMDEiRPZryj34Xvn3woKCgBA0LlKx5+VrRSiQSfRqByITuUQDRoB5esUHIBu5cqV+OKLLxAfH4/Jkydj1KhRUKvV+P7772E2m3H++eejrKwMSUlJnKuBmN+YZdLjx4+HSqXidS6BQCAQCIToRrDhsmzZMtx2220uTnMdHR149NFHkZubixtuuAEajQbXXXcdNm3ahK1bt7LnGY1GLF26FFlZWZg1axYAx/zhzJkzsWrVKheflZaWFrz55psYOXIkRo8eHYzGiKG3txfl5eWcHu5KIhp0Eo3KgehUDtGgEVC+TsFTRY899hguvvhiTJs2DX/4wx9gt9vx+uuvo6KiAqtXr2bnqhYvXow1a9Zg1qxZWLhwIbKysrB8+XLs378fH3/8scsc3fPPP49JkyZhypQpWLBgAfR6PZYtW4bW1lZ2tRKBQCAQCASCYMNlxowZWLduHZ544gk8+uij0Gq1mDRpEt555x2MHz+ePS87Oxtbt27FokWLsHTpUlgsFgwfPhxr167FpZde6pLmsGHDsGnTJjz00ENYsmQJVCoVxo0bh3fffZczMB2BQCAQCIToJCDn3JkzZ2LmzJl+z+vXrx9WrFjBK81Ro0Zx7jBNIBAIBAKBwCDYx4VAIBAIBAIhXAQ04kKQBiaiqFK3ImeIBp1Eo3IgOpVDNGgElK+TGC4ywl+AK6UQDTqJRuVAdCqHaNAIKF8nmSqSEWazGbW1tR57rCiNaNBJNCoHolM5RINGQPk6ieEiI2w2G9rb2z025VIa0aCTaFQORKdyiAaNgPJ1EsOFQCBEPHa75yatBAJBmRDDhUAgRDy3vr093FkgEAghghguBAIh4tl0rBnNXaZwZ4NAIIQAYrjICI1Gg4yMDK9bhyuFaNBJNIYeqaaL5KZTKqJBZzRoBJSvU5mqIhStVousrKxwZ0NyokEn0agciE7lEA0aAeXrJCMuMsJms6Gzs1OxnuAM0aCTaFQORKdyiAaNgPJ1EsNFRpjNZpw4cUKxa+8ZokEn0RgGKGmSlZ1OiYgGndGgEVC+TmK4EAgEZUBWRBMIUQExXAgEAoFAIEQMxHAhEAjKQKKpIgKBIC+I4SIjKIqCTqcDRSm7B44GnUSjciA6lUM0aASUr5Msh5YRBoMBAwcODHc2JCcadBKNyiEQnTRNY3dtG4rT4pAap5MoZ+ISDfUZDRoB5eskIy4EAoEgMh9tr8VVL2/FRf/eCLPVzuua1m4z/u+DXVj85QHQNPE0JhC8QQwXGWE0GnHo0CEYjcZwZ0VSokEn0agcAtH50Of7AQDNXSb8dLSJ1zWPrzmAr/afwttbqrF236mA8hoM0VCf0aARUL5OYrjICJqmYbPZFP+1FQ06iUblEKxOvtd9ubee/ffumraA7hUM0VCf0aARUL5OYrgQCAQCgUCIGIjhQiAQFAFF1kMTCFEBMVwIBAKBQCBEDMRwkRE6nQ4lJSXQ6SJj+WSgRINOojH00BLF/JebTqmIBp3RoBFQvk4Sx0VGqNVqxMbGhjsbkhMNOpWo0WqzQ6Pu+9YJp8Yz3aHbPE6JdclFNOiMBo2A8nWSERcZYbFYcOrUKVgslnBnRVKiQafSNP7xvR0YvWQ9Nh3rW9obTo0Pfrbf4zepfFyC1RnIOFA4Ap4qrc1yEQ0aAeXrJIaLjLBarWhpaYHVag13ViQlGnQqSeOB+nZ8c6ARnUYrblm+nf09nBrXHWgI2b2UVJe+iAad0aARUL5OYrgQCASfdBqV2fkRCITIhBguBAKBIDMUGjeMQBAFYrgQCASfkJcogUCQE8RwkRFqtRqpqalQq9XhzoqkRINOolE5BKszUsLiRUN9RoNGQPk6yXJoGaHT6ZCbmxvubEhONOgkGkOPVCtxwqEzHKuK5FafUhANGgHl6yQjLjLCbrejt7cXdrs93FmRlGjQSTRKR3OXKaT3i4a6BKJDZzRoBJSvkxguMsJkMqGiogImU2g75lATDTqJRul4Y2NlSO8XrM5IcREibVY5KF0nMVwIBEJEYbNHiilAIBCkgBguBAKBQCAQIoaADJejR4/i2muvRXp6OvR6PQYPHowXXnjBYz6tpqYGc+fORW5uLuLi4jBx4kSsWbOGM80DBw5gzpw5yMzMREJCAmbMmIEtW7YEkj0CgSAiUm1eSCAQCIEgeFVRdXU1Jk2ahJ6eHtx7770oKSnBZ599hgULFuDIkSN45ZVXAAANDQ2YOnUqWltbMW/ePOTl5WH58uWYPXs2PvjgA9x4441smocOHcKUKVMQExODefPmISEhAcuWLcP06dOxfv16TJs2TTzFMkelio5BsGjQSTRKQzhW3IRaZ7iWUJM2qxyUrFOw4fL888+jtbUVH3/8Ma677joAwN13340ZM2bg1Vdfxfz581FWVobFixejpqYGmzdvxuTJkwEAt99+OyZOnIj58+dj9uzZiIuLAwAsXLgQJpMJO3fuRElJCQDg5ptvxogRI3DPPfegvLwcVDh6qxATExODIUOGhDsbkhMNOonG0CNVDxEOneEY45JbfUpBNGgElK9TsEl29OhRAMBvfvMbl9/nzJkDANizZw9sNhvef/99TJo0iTVaAMBgMGD+/Plobm7G2rVrAQCNjY1Yt24drrzyStZoAYC0tDTceeedOHjwILZv3w4CgUDwBZnQIhCiA8GGS1lZGQCHT4ozR44cAQDk5eXhwIED6OrqwsSJEz2unzBhAgBg27ZtLv/nc67SMRqNOHbsGIxGY7izIinRoJNoVA5Ep3KIBo2A8nUKNlwWLVqEQYMG4bbbbsMPP/yA6upqvPTSS3jttdcwY8YMTJkyBXV1dQCAwsJCj+vz8/MBAFVVVQAg6FylQ9M0TCYTaIVvDhMNOolG6dh0rDmk94uGugSiQ2c0aASUr1Owj0tOTg6efPJJ3HHHHZgxYwb7++TJk7F69WpQFIX29nYAQHx8vMf1sbGxAIDu7m4AEHSuO85TSwDYYDtGoxG9vb3s72q1GjqdDna7nTMgT0xMDHu9+8oorVYLjUYDq9UKi8XickylUkGv14OmaU7L1mAwgKIon+nabDaYzWaX/JvNZjZPzjoY9Ho9VCoVzGYzbDabyzGNRgOtVuuSLgNFUTAYDGwZuTdqnU4HtVoNi8UCq9XqcoxvGfpKlylD5nqTySRKGfqqGyA8ZciUn3NZiVGGgdRN0GXo1vcx5cnk0f06gH8ZBlI3hxs6Pa4BALPJBMQ76lzMMnT+W2gZMvBp385YrVZYba55dC6rYMuQq27c8xDOPsIZMfsIrr4HUFY/666TT7rB9hHe6kZoGTL6/CHYcHnqqafw4IMPon///njmmWeQlZWFTZs24aWXXsIFF1yAb7/9li1QLmuP+Y3Z/EnIuXypq6tDYmIi+3dSUhIKCgpgsVhQUVHhcf6wYcPY69wbcH5+PpKTk9He3o5Tp065HIuPj0dxcTHsdjtnumVlZdBoNGhoaEBnp2tnm52djfT0dHR1daG2ttblWGNjI5KSkgAAlZWVHmXTv39/GAwGNDU14cyZMy7H0tPTkZ2djd7eXlRXV7sc02g07FRfdXW1x0NTXFyM+Ph4tLS0oLnZ9as2JSUFeXl5MJvNHlopisLQoUMBOMrQvQEXFBQgKSkJbW1taGhoYH+vq6tDQkICioqKYLPZOMtw8ODBUKvVOHXqFLq6ulyO5eTkIC0tDV1dXezIHUNMTAxKS0sBgDPdAQMGQK/Xo7GxkTWeGTIyMpCVlYWenh6cOHHC5ZhOp8PAgQMBOEYC3R/GkpISxMbGoq2tjdXIkJqaitzcXDaqpTMqlYp1pqutrfXoXAoLC5GYmIi2tjY0Nja6HEtMTERhYaHXMhwyZAgoisLJkyfR09Pjciw3Nxepqano6OhAfX29y7HY2FiUlJTA7tb+mHsUFRUBAFpaWjw+LrKyspCRkYHu7m7U1NS4HNPr9RgwYAAARxm6d5SlpaWIiYlBc3MzWltbXY6lpaV56GM4UVOD3DTHs1xTU+PxQikqKkJCQgJaW1vR1NTkcsxfH8EgtI9g4NNHONPe3ubRLp2vNxgM6N+/PwBx+whn5NBHAJCkj6irqwt7H9Hc3IyWlhaXY2L3EYxmqfsImqY50x00aBBUKhUaGhrQ0dHhcoyrj2Dexf4QZLh0dHTgiSeeQG5uLrZv346UlBQAwJVXXokxY8bglltuwd///ndMnToVADwKwPk35sWckJDA+1x3KitdQ3/v2rULY8eORX5+PtsggT7DR6vVuvzuTn5+Pqe1yeSBGQFiYJabqVQqznSZ+2ZnZyMzM5Mz3fj4ePZak8mEuro6ZGVlsee5jyoBjgcDcDw8qampLsc0GkeVOj+UDM4rs4qLizktdsDxcnAvc0aLTqfzW4be0k1OTkZcXByrMz8/n7Ww1Wo1Z7pMGefk5HitG+cydL8OAGe6zLVZWVlIT093OcaUYWxsrM8y7Nevn0+t7e3tyM/PZ7/qmDLU6/U+y7CgoMBnuu6jk0y63sqQyXNeXp7XMkxMTPT42mHK0H1BH3MPJo9paWnIzs52OYcpw7i4OL9l6A5TXunp6Wwf454uF4UFfdPNhYWFXsswNTXV5cMG8N1HMO0VENJHuL7M+PQRQDn7e3JSsscz6Hy9cxmK1Uc46wTC20c4w7RDMfoIrr4HCE8fkZ6ejuTkZJdjYvURWq2W1anX60PQR1B+23dGRobLMV99hD8EGS5Hjx5Fb28v7rjjDo8O5cYbb8Rdd92F7777DrfeeisAeHwFO/9WUFAAoK/j4nMuXwwGA+eQk0ql8jkUxXSYXGg0Gq+dJkVRAaerVqvZa3U6HQoLC10eXF/pMg3VX7pcMEOZXGi1WraxuuOvDH2ly5Shs06mYQdThr7qBghPGcbGxnpoZAimDIOpm4Dbt9tCY+YeNpvNq0YGf2UYaN1wYTDonf4tXhky7ZUZiveGmH2ERqOBRu2alrfrxWrfzjqB8PYRXIjRR3D1PYCy+lmtVouEhAROneF6BwZThlwIcs5lRLkPfQGOry+73Q6aplFWVoakpCTO1UDMb8wy6fHjx0OlUvE6V+mo1WokJiYKnhqLNKJBJ9GoHIhO5RANGgHl6xRkuAwdOhRFRUVYuXIlTp486XLszTffRG9vLy666CJoNBpcd9112LRpE7Zu3cqeYzQasXTpUmRlZWHWrFkAHMNwM2fOxKpVq1ymflpaWvDmm29i5MiRGD16dDAaIwaLxYKmpiavDn5KIRp0Eo3KIRw6w7EWJBrqMxo0AsrXKWiqSKVS4Y033sBvfvMbjBs3DnfddReys7OxdetWvPfeexg8eDAeeughAMDixYuxZs0azJo1CwsXLkRWVhaWL1+O/fv34+OPP3YZ6nr++ecxadIkTJkyBQsWLIBer8eyZcvQ2tqKlStXiqtYxlitVjQ2NiI+Pt7rEKISiAadRGPokSq6drA6I2VFqtzqUwqiQSOgfJ2CVxVdeOGF+Pnnn7FkyRK8+OKL6OzsRH5+PhYuXIhHH32UddhiDJpFixZh6dKlsFgsGD58ONauXYtLL73UJc1hw4Zh06ZNeOihh7BkyRKoVCqMGzcO7777LmdgOgKBQFAyyt/ghEAIHMGGCwCMGTMGn3/+ud/z+vXrhxUrVvBKc9SoUfj6668DyQ6BQJAQ9wGDhz/fjwcuLoOOvF0JBEIYUO72kQQCQRI+2FaDJ786GO5sEAiEKIUYLjJC6Z7gDNGgU0kauQZWPtlZpyiNviA6lUM0aASUrzOgqSKCNDAxBpRONOhUkkZvvqVK0uiLYHVK5DMsOtFQn9GgERBPZ0O7Ee9srcZ5A9Jxbv90/xeECDLiIiPsdjssFotH5EKlEQ06icbQI9WGcnLTKRXRoDMaNALi6bzng5149acK3PTmNvSYrf4vCBHEcJERJpMJR44c4dwES0lEg06iUTmEQ2c4RmmioT6jQSMgns5dNW3sv093yKfMiOFCIBB8EilxSOQKKT8CQVyI4UIgEAgyg6bDEz2XQPCGnNojMVwIBIJPIsW5lEAgSIdUPmSBQAwXAoFAkCHEXgQe+nw/Lvr3Tyg/2R7urBBkBDFcZITBYMCQIUN8blmuBKJBp5I0evvQinSN1c3duPLlLXhg1V6fX5ORrpMvctO5p7YNH26rwdHGLtz4xi+ipCk3jVIhhc7y+g7R0goWEsdFRlAUJdlGcXIiGnQSjfLlVHsv/vLJXmw53gIA2F3ThkuGZeOCsizO88OhMxzFKrf6bGg3sv/uMIqzFFduGqVCCp3zPtqNK0bmippmoJARFxlhMplQWVkZFUv1lK6TaJQvC1f0GS0M1c09Xs+PVJ1CiQad0aARUL5OYrjICLvdjp6enqgIjqR0nUSjfPm5ssX/SU5Eqk6hRIPOaNAIKF8nMVwIBIIikM+aBwKBICXEcCEQCASCDCGmKIEbYrgQCAQCIaKx2Wmc7jT6P5GgCIjhIiO0Wi1yc3Oh1WrDnRVJiQadStJIe/nyVZJGXxCd8oamaVz9ylZM+Mf3+Hx3nc9zI1WjUJSukxguMkKj0SA1NRUajbJXqUeDTqJRORCd8ubgqQ7sqW0DTQMLVuz1eW6kahSK0nUSw0VGWK1WtLa2wmqVz/bhUhANOolGV0xWWwhyJA3RUJdA5Oo0W/mvnIlUjUJRuk5iuMgIi8WC+vp6WCyWcGdFUqJBJ9HYx/yPd2PE377Fl3vrQ5Qz4fiK1RUNdQnIT6cUW+PITaNUKF0nMVwIBIJkNHWa8MWeepisdtz30e5wZydMkNUxBIKYEMOFQCBIRiRPEREIBFdW7qiF0RL+Z5oYLgQCwSfBDNlLMdwvBXLLZzTsp0OIPB5YtQ8v/3g83NkghoucUKlUiI2NhUql7GqJBp1EY+iRyviQm06pkJtOKWw3uWmUCil1vvhD+A0XZa6VilD0ej1KSkrCnQ3JiQadRKNyIDrDgxSGqNw0SoXSdSrb7IwwaJqG3W4HLbdxa5GJBp1Eo3IIl85Ql2o01Gc0aASUr5MYLjLCaDTi4MGDMBrFC119usOI/XXtoqUnBlLolBtEo3IIh85wvHCioT6jQSOgfJ3EcFEwnUYLpj+3AZe/tBn/238q3NkhEGSLUYarn4h7LoHADTFcFMyKX2vRbXZ0yHd/sCvMuSFEI5EyUm2y8I++GgrIqiICwTvEcFEwNnuEvDUIsiYaWlE0aIw0SJ2EljPdZrR2m8OdDV6QVUUEAoHAMTRksdnxr/VHYbdacWlh4K/RSBl1ilTI6FTw1Lb2YOa/fgIN4Ns/TUVxely4s+QTMuIiI/R6PQYNGgS9Xh/urEhKNOgkGiOfd7dW45UNFXht8wnsbI9VrE4GpdcnEB0aAeE6F395ACarHWarHQ9+tl/i3AUPMVxkhEqlglarjYrgSErXSTQ6oCNkwJ8rl2ucNoX834FGRdclELltVsgKrEjVKBShOjuMfbtId5rkvzGjsmsvwjCbzaipqYHZHBnzjIESDTqJxtATjJHE9e5z/s1kMslGp1TIrT6lIBo0AsrXSQwXGWGz2dDR0QGbTX5LM8UkGnQSjZGFP6PHZrMFrDMQcyocXhtyq08pfIPkplEqlK6TGC4RyIH6dryxsRItXaZwZ4UQBSg1+qYznCMuETLNFe0Q59zog6wqijCsNjsue3EzAGDjsSa897sJYc4RgeAdpdg8wbwaA7lWIcVGiBQirMEJGnGprq4GRVE+/ysuLmbPr6mpwdy5c5Gbm4u4uDhMnDgRa9as4Uz7wIEDmDNnDjIzM5GQkIAZM2Zgy5YtQYlTIu29fY5Tm441hzEnBIJyaOv1dEh0NrrKT5PRzVBDBlII3hA04pKRkYH33nuP89j777+Pb775BldffTUAoKGhAVOnTkVrayvmzZuHvLw8LF++HLNnz8YHH3yAG2+8kb320KFDmDJlCmJiYjBv3jwkJCRg2bJlmD59OtavX49p06YFITFy0Gg0yMrKgkaj7IGwaNBJNEYWH26rwT+uHO7zHCXo9IWS6tMb0aARCEBnhBmJgmovLi4ON998s8fve/bswYYNGzBlyhQ8/fTTAIDFixejpqYGmzdvxuTJkwEAt99+OyZOnIj58+dj9uzZiItzBLlZuHAhTCYTdu7cyW7FffPNN2PEiBG45557UF5eHhXzmFqtFhkZGeHOhuREg06iUXlotdqArouUUXi51SffaUYhPlhy0ygVgnVGSiM9S9DOuXa7HbfffjsA4K233oJGo4HNZsP777+PSZMmsUYLABgMBsyfPx/Nzc1Yu3YtAKCxsRHr1q3DlVdeyRotAJCWloY777wTBw8exPbt24PNZkTAxxNcSPuSa1tUusc7QDQy8G2Dxxo7cdXLW/Dk2oPiZE4CQlmXZFWRNESDRkD5OoM2XJYvX449e/bg/vvvx4ABAwA4/FW6urowceJEj/MnTHA4k27bts3l/3zOlRvPrDuMG9/4BZVNXaKkp/S19wzRoFNJGr0ZH2JqvO3tX7Grpg1vbq7C3tq2oNMTA/cPeSXUpS8itc0KGY2PVI1CEayTowitNnltPOpMUIaLxWLB4sWLkZaWhkWLFrG/19XVAQAKCws9rsnPzwcAVFVVCT5XTuyva8fLGyqwtaIFd767I9zZIRBkw6/VrbjpzV/w6c463tecbOtl/113ptfHmT6Q6xAjgSB3OJ6dj36tDX0+eBKUh9LKlStx8uRJLF68mPVXAYD29nYAQHx8vMc1sbGxAIDu7m7B57rjPLUEOKJbAoDRaERvb1/np1arodPpYLfb2XOciYmJYa+3212tTK1WC41GA6vVCoulb+XB0VNn2H9XNne73I/BYDCAoiif6dpsNtYqZvJmNpvZPLmnazK6WtDuxzUaDbRaLWw2m0t+AUe5GAwG9t/uc8M6nQ5qtRoWiwVWq9XlGN8y9JUuU4bM9SaTCSqVCnq9HjRNw2g0eqTLpwzd6wYAmy5XGQGOvTxUKhXMZrPHcKpzGbp/sVAUxasMmfJzLisxyjCQugm6DL34EDB5dL/ut6/+DADYcrwF3y04z+VYb2+vSxly1Q1NO/LorW68YTSZAPivG184l6F7WQHC+ghXTf7btzMWqxVWm2s9O5eVvzIMpH275yGcfQTgOcLlrQzd03IuD/e64ep73K9hkLqPkKoM3XXySdc5ZpHdTqO3txc7qryvWmXKy1//LbQMGX3+CMpwWbZsGQwGA+677z6X35kC5XKaYn5jOhAh5/Klrq4OiYmJ7N9JSUkoKCiAxWJBRUWFx/nDhg1jr3NvwPn5+UhOTkZ7eztOnTrF/t7Y6GpMcaVbVlYGjUaDhoYGdHZ2uhzLzs5Geno6urq6UFvratk2NjYiKSkJAFBZWelSNm1G18p3v296ejqys7PR29uLlpYWl2PV1dUoKytj/+3+0BQXFyM+Ph4tLS1obnZttCkpKcjLy4PZbPa4J0VRGDp0KABHGbo34IKCAiQlJaGtrQ0NDQ3s73V1dUhISEBRURFsNhtnGQ4ePBhqtRqnTp1CV5frlFxOTg7S0tLQ1dXFjtwxxMTEoLS0lLOMAGDAgAHQ6/VobGxkjWeGjIwMZGVloaenBydOnHA5ptPpMHDgQACOkUD3h7GkpASxsbFoa2tjNTKkpqYiNzcXJpPJI08qlQpDhgwBANTW1np0LoWFhUhMTERbWxsaGxtdjiUmJqKwsNBrGQ4ZMgQUReHkyZPo6elxOZabm4vU1FR0dHSgvr7e5VhsbCxKSkq8Okky2ltaWrx+XLg/TxUVFdDr9ey0clVVlYchYLE42mVzczNaW1tdjqWlpXFnBkBtTQ0KMxwrg7iGyYuKipCQkOD1ese9HX3E6S4rDjd6TgEL6SMYaNphBPnrI5xpa2vzaJfO1xsMBvTv3x+AZx8BAP3794fBYEBTUxPOnDnjcsy5j6iuruYoBQfh7iMa3PpYb+2bjs9x+dv5HG99RF1dXdj7iObmZo8+Wuw+gtHsr49wnili7t3R0elxHgOTRl8fQXOmO2jQIKhUKjQ0NKCjo8PlWFZWFjIyMtDd3Y2amhoAfe9ifwRsuNTX1+OXX37B1VdfjZSUFJdjTOfg3kk6/8a8mIWc605lZaXL37t27cLYsWORn5/PNkigz/DRarUuv7uTn5/P+TXF5IEZAQKAw72NAPoeXK50mftmZ2cjMzOTM934+Hj2WpPJhMbGRmRnZ7PnuY8qtXSbAfQ9gO73Zb5IY2JikJ6WBqCNPeYcY6e4uJjTYgccLwf3Mme06HQ6v2XoLd3k5GTExcWxOrOyslgLW61Wc6bLbBKWk5PjtW6cy9D9OoC7bphrs7KykJ6e7nKMKcPY2FiPa53n0/v16+dVa0pKCnp6epCVlcV+1TFlqNfrfZZhQUGBzzJ0H51k0vVWhkye8/LyvJZhYmKix9cOU4beXAg0Gg30ej37IuyjryN3T7O0tNSjDN2v0Wod5Z+enu7Rt/gacSlwmm4uLCz0Woa+YPqIRW/86nGMoigBfYTry0ylUvntI4By9vfk5GSPZ9D5eucydO8jgD6tGRkZSE1NdTnm3Ec4p8k8l0za4ewjAOCo0bWP9da+Dze5GkHO57j3EVx9j/s17tdK1Uekp6cjOTnZ5ZhYfYRWq2V16vV6v30Etuxh/8ncO2GfCQD3BwmTRl8fQflt3+6rnJgyjIuL86mVi4ANlzVr1oCmadxwww0ex5jOyP0r2Pm3goICwefyxWAwcA45qVQqn0NRvrYA12g0Lp2meycYaLpqtZq9NiYmxqMhu6drsKl8HndO1335JjN86f5vd7Rardeln/7K0Fe6TBly6aQoSrS6ccdXur5eZs51w4UvrfHx8Rg0aBDnsWDKMJi6CbgMvVguMTEx7MiJN9x3p3XPH1d+KcpxDR9DwxmDkz5fZegLpgzL6z2/Nv2l6asMhbZvrUYDjdo1LW/Xi9W+3Z/LcPYRgGfevZUhRbmOPHCd46vv8XYNg1R9hFRlqNVqkZyczKnTX7qOcxzlrPEx0+Gehr/2HUwZcuZR0NlObNy4ESqVChdeeKHHsbKyMiQlJXGuBmJ+Y5ZJjx8/HiqVite5ciIa9m8hEAAQp1cCwY33fzmBf60/il6zMpcbA/J+7AM2XHbs2IGBAwdyzhlrNBpcd9112LRpE7Zu3cr+bjQasXTpUmRlZWHWrFkAHMNwM2fOxKpVq1ymflpaWvDmm29i5MiRGD16dKDZjCh6e3tx8OBBTkcxJRENOolG5RGozkiJnSm3+pTi21AMjVuON+OR1eV48ftj+M8Px0TMnXjIrS7FJiDDhXHwcfaZcGfx4sWsgbJ48WK8+uqrOO+887B//368+OKLLkNdzz//PFQqFaZMmYJnn30WL774IiZPnozW1la89NJLgWQxYuFayaBEokEn0Sjvr7ZQEUmDs6TN+ufbA32O1K9vrPRxZngJVqecZxUC8nFpaWmB3W7nnENjyM7OxtatW7Fo0SIsXboUFosFw4cPx9q1a3HppZe6nDts2DBs2rQJDz30EJYsWQKVSoVx48bh3Xff5QxMRyAQIgMZ930EmSPXkSrSpMNPQIZLZmYmL2usX79+WLFiBa80R40aha+//jqQ7BAIBELQtPWYkRwrzCF4R3UrjjZ24aoxeTBohYVtIBAIgRF0yH9CaBHyBUu+DAjRhD3IBj/v4z2Czj/dacQ1r/6Mhz7fj39/dzS4m7sj09GGUCLX0TpSNeGHGC4BIsVDxayf97VsVQlEg06ikSF0b58OI3fUWr5sPNrk87i7zs3H+mKMvPaTd18HOkI+IeTWZo81eg+A5owQQ0IMjZFQm0rXSQwXGcGssXePfeGMXOd9hcBHZ6SjJI3eXrx8NP7xvZ1SZcuDpk7PUOZiooS69IXc2ux7v5zwfxKEvWDlplEqxND5xZ56/yeFCWXXnoRIYUCYzWbU19dz7uh5utOIDUdOwxbseLgM8KVTKRCNDiqauCNvSoHUhktI6zIMj7nc2qwURSA3jVKhdJ3EcAkQKaaKbDYbWltbPfa2sNlpzHlpC257+1fZxg0QgjedSoJoDD1SGy5y0SkVcqvPUPaxgSLXEXC51aXYEMMlAjja2In6dsd+HO//UhPm3BAI8qSpS1rDxR25Oo8qBTnHEYl2wl03xHAJkFA63JHnl0Dwj9QjLiFFpl/yoYR0e/Jl7T7PXdBDCTFcIoBIWZVAIIQTRRkuBN4QGy/07D/ZHtb7E8NFRmg0GqSlpXnsMKu0ERdvOpWEkjR6a39y0yi14SIXnVIht/p0/1470x28o6nsNEqE0nUSwyVApDAmtFotcnJyvG51LhS5fomIrVOOEI2hR2ofF3edPWarpPcLNXKrT/cu9vE1B3id5wsxNEbCh6Tc6lJsiOEikGONnXj8i3LsOHFG9LRtNht6enpYT3CjxQajxRYRD4oQ3HUqEaKRG6tNuk38WrvNsEiYfm1LF/vvk229ePQL7hdppCK3NuvuALpmb/BxReSmUSqUrpMYLgK56uWtePfnE/hwm/ire8xmMyorK2E2m3GqvRcT//k9Rj3xLU61K2trcmedSoVo5Oaj7dKuimvpkq687/lgF/vvx78o531dpHx4kDbLD7kugXZG6XVJDBeBdJpCMzz8+BcH0NZjgdFixx8CjD4q5dcngRAIK3bUSpq+lH4u++v7QtC3iOBv4QsKVNS75Heb5TlaECmGqJIhhotMaQyyA954tAnPfSvyxm8EgkhIFQG6qcsoSbruSP3yIisJ+RMBAyAEkSGGi0wJ9mGc+9Z2UfJBIIj5kqZAYcvxZox9cj3ufl/8fYyUtCSavJAJBG6I4SIjKIqCWq0GRVHYU9sW7uxIhrNOpUI0euemN7ehrceC/5U3oFzkeBBKMlxCTSS02SfXHgzqerE1UjI1LyOhLoOBGC4ywmAwYPDgwTAYDOHOiqREg06ikR8dRouIOZKn4RIpkz6R0Gbf3FyF7iD8DCNBoxgoXScxXAgEgmII9X5FhNBjtbmagpFiGBLEgxguMsJoNOLo0aMwGvk7GLb3ivvFGgoC0RlpSKGxw2jBLcu34fa3t6NXBisuxNAo9lC71CMuRovwcg9EYTimIMhzyY9IcJxWel0Sw0VG0DQNs9ksaOfNp/53SMIcSUMgOiMNKTQ+/b/D2HSsGT8eacJLPx4TLd1AkWM9Bmu4VDd3+zz+2Nn4LfJRLB5yrE8+uJt4vtpApGoUitJ1EsNFAHKMi7K9qjXcWSCEiB3VfdGa99aGd5MzuRKs4fL7/+7weXzljjrBaSrz1RE+/I14PPz5fknvH+ho2Ipfa3Ddaz/j12rSZwcLMVwE8M6W6nBngRDFBDNE/ePh05j71nZsOHI6gPuKh/siB7EXPXSbbUE5bx473eX/JEJYectPP/ztwcbQZEQAdjuNv366H9uqWvHbV38Od3YiHmK4CGCbDEc3yNdcdCL0hX/7O79i49Em3Pb2r9JkSEbIcWURQTxe/D7806RCce+n5TSFc6bbjMaOyPKFIYaLjNDpdCgqKoJOpwt3ViQlGnRKoVFGfR0A+dZjSFYWya0yRECu9SkmYmgMZOTT3VBZu+9UwPfnA1+dpzuNmPTU9zjR0iNpfsSGGC4yQq1WIyEhAWq1mvc1XB/ecrLmuQhEZ6RBNIaPSBlxoWlaVl+6cq1PMZGLxvs+2o13tlRJlj5fnf9efxRGi/x8N/1BDBcZYbFY0NjYCIsluCXOYmz/LiVi6ZQzRCM3oVjkKzfDxduHxL0f7saEf3yPZT8eD3GOuJFTm7VLtJeVnDT+7cuD2HlCGvcDvjrlEFYhEIjhIiOsViuamppgtfJ3LjzT49kw5eic5kwgOiMNopEfXIaMyRpcZyq14SLWiOZX+x3TBc9+c0SU9IJFLm3Wbqcx5+UtkqQtukaelri3FvNLpTSGC1+dkbolADFcROK5b46gJgzzhK3dZs8f5T1TRAiQcFVrqKceF67ci9rWwJ8lqQ2Xq1/ZSh4xCdla0YJ9dRGy3D/CG0Jkmi3EcBGNl348jhve+CXc2SAQIgpvX3wPfhZ4LI5gnXM3H2v2eXxXTVvkvFgjkB6z8kYpvdn+YR/wCPf9A4QYLiJysq033FkgEOQNz566PoBnSa1ypB3siMtnu4UHmSNEDy5GCO+pInkOzQQaTC/c9g4xXGSEWq1GUlJS2D3epSYadEqtUQ5z01JqrPQTep+LtDjH0k+5OecGQjiqlzyXoUeqPan46pRBNxIQmnBnIJKQupJ1Oh0KCgqCTkeu1j2DWDrljBQa5bbMXQyNvp6pHrMVsTr+XVRGgh6nO01o7jLBbqehUgX6NSmP3jzUtS2X51KobiH9stRt1huhfnT56gzwEQk7ZMRFRtjtdphMJtjtkbeuXgjRoDMQjZVNXbjkhY34vw92+TVS5NDfSF2PRxo6BZ2fkaAHAFjtNNqC2DX9013ROVUUqc+lEKNADI0y+37ghK9OuRjpQiGGi4wwmUw4duwYTKbIH+r2RTToDETjXe/vxOGGTny1/xS+3t8gYe6E4a2fDkSjlN1kRrye/XekTxfRdOiNU/Jchh6pRvHlplNsiOESBkxWG3462oROY/iDIBHkw9HGvg3+as84lgPTNI0d1a1BLQ+OFpgRFyDyDReCspDrKI0qQi0A4uMSBh7/4gA+/rUW5xSnYuVdk8KdHYIMYT7E1pU34O4PdkGvUSFeH12Pq1AHZBfDpUs+ofQJwpDrS16ZkKkiAk8+/rUWALC9Wn67TRPkAfPOvvuDXQAAk9WOFqdgg5G6GsAdMWWEe8RFzBFUpdQvwYG3BROkmgMjIMPFbrfjpZdewsiRIxETE4OCggLcdtttOHnypMt5NTU1mDt3LnJzcxEXF4eJEydizZo1nGkeOHAAc+bMQWZmJhISEjBjxgxs2SJN2GcCQe7sJQHOBBNuH5cVZz9ICMHxw2FhW5bIwcirau5Gl0l5gfPkSkCGy2233Yb77rsP/fr1wwsvvIDf/va3+OijjzB16lS0tbUBABoaGjB16lSsXr0ad9xxB5577jlYrVbMnj0bH374oUt6hw4dwpQpU7B9+3bMmzcPTz75JGprazF9+nT89NNPQYsUi5+ONkmafkxMDIYNG4aYmJig0gnlUGuP2YqGdmHD8mLplDPBahyUlSByjsRHjHoU86UT7hGXSJ/ikMtzuXKHdKu6pND4v/2nMP25DbjguQ1e99kKddvgq1MORl8gCJ40X716Nd577z3cc889WLZsGfv7yJEjcdttt+HVV1/FokWLsHjxYtTU1GDz5s2YPHkyAOD222/HxIkTMX/+fMyePRtxcXEAgIULF8JkMmHnzp0oKSkBANx8880YMWIE7rnnHpSXl8si4JbZGlnLBN0xWW3oMlqR5vRlGgw9ZiumPvMjWrvNeO93E3Bu/3RR0iUAybHacGeBJVJeyK4+LmEwXLxMB0RK+UUq4S5fZjr3dKcJX+07havG5Huc4y2L4X6thf+tGhiCR1xeeeUVJCQk4KmnnnL5/frrr8eiRYswcOBA2Gw2vP/++5g0aRJrtACAwWDA/Pnz0dzcjLVr1wIAGhsbsW7dOlx55ZWs0QIAaWlpuPPOO3Hw4EFs3749UH0RhclkQkVFhWRL2M5/dgMm/ON7/FzRIkp6H26rQXOXGXYauOnNbbyvk1qnHJBaoxw6nEA0CumohWqM12tg0Dq6tHCMuBxzWhUWiZDnkh++Iv5bbPL4uFV6XQoyXGw2GzZu3Ihp06YhIcExlN3b2wuz2Qy9Xo9//vOfuOqqq3DgwAF0dXVh4sSJHmlMmDABALBt2zaX//M5V+nY7Xb09vYKDo5k5fmwnGo3wmqncctyccrTaOEeFvVHoDojCaKRP2KNZFIUxY66hMNwsXn59A/3VzVfSJsVIX0vQyuhjnqt9LoUNFVUVVUFo9GIfv364dNPP8XixYuxf/9+qNVqzJgxAy+++CIGDRqEujrHHGVhYaFHGvn5+WxaAASd647zCA0A1ro0Go3o7e3bpE2tVkOn07HRBN1h5gG5Ig1qtVpoNBpYrfwcr74/cBKTS1IBOEaYKIryGcHQZrPBbDa75J/5my8d3T2I0Tr2pNBoNH6HTq12Gkaj0eNh0ul0UKvVsFgsHnq5ytBi8SwTX+larVZYLBb2epPJBJVKBb1eD5p25MkdX2XoXDcWi+uKDiZdAC5tgUGv10OlUsFsNsNmczXANBoNtFqtS90wUBQFg8HASyujkcFfO3TGbLZw5pvBarOxx/2ly+SXwTldfmXobQrE8bv7db5wr0OTyYxPtnM/3xarZxloNN67LKPRiIx4PWpbe3Gmx4L2rm7o1H3fZkzdSAVtp73Wmbf2zeBeb1aLFVab6/PlnLZzOxSrfbvnQYw+whmmn+Xz3PjDVbNn+2SOu7dvrr7HMz0H3srQ5sWPxZGuGUaj0aOPMHpx3LVarAG9q/zVjbNOX+m6tw0AsPtox2y+rY58++u/hbZDvr5HggyXM2fOAADWr1+P119/HQsXLsQTTzyBvXv34umnn8bkyZOxY8cOtLc7VkTEx8d7pBEbGwsA6O52bKIm5Fy+1NXVITExkf07KSkJBQUFsFgsqKio8Dh/2LBh7HXuFZafn4/k5GQ2n/743Xt78PG1BYjXqVBWVgaNRoOGhgZ0dnKHL+/q6kJtretqhMZGYV711VVV0Kkdn3Xp6fz8TKqrqz06ieLiYsTHx6OlpQXNzc0ux1JSUpCXlwez2cyWYWurZ5nU1dV5NOCCggIkJSWhra0NDQ0NLucmJCSgqKgINpuNs24GDx4MtVqNU6dOoavLdSg+JycHaWlp6OrqYg1ghpiYGJSWlgIAZ7oDBgyAXq9HY2OjR91mZGQgKysLPT09OHHihMsxnU6HgQMHAnAY1O4PY0lJCWJjY1knded8paamIjc3lx3GdUblFgmqubkZFRXejZtNx1vZNBITE1FYWOi1DIcMGeLyt/M5ubm5SE1NRUdHB+rr613Oi42NRUlJidevRUZ7S0sL72fUvW3U19ejupn7hd7W1oaKbtdnIS0tzWvaVVVVLn4uuw8cQ3pcXxdXVFTEjhRLgdli5ix/wGGweTsGwOW5AIAzbWc82qXz9QaDAf379wcAVFZWetRR//79YTAY0NTUxPbbDOnp6cjOzkZvby+qq6u95kmMPoKBoigMHToUgP8+gg/O6dsTcr0e99ZH1NXVBdxHtHd4fxecbmpCTY3do4/oNnN/uDa3tKCios/w99dHMM9ybW2th2FTWFiIxMREtLW1se8QRrO3PqKTQwvXvd1pa2tDRUWFSx/Bdc2gQYOgUqnQ0NCAjo4Ol2NZWVnIyMhAd3c3ampqAPS9i/0hyHBhCurw4cP49NNPcdVVVwEA5syZgzFjxuCKK67Ao48+iksvvRQA9/AY8xvz5cP8zedcdyorK13+3rVrF8aOHYv8/Hy2QTpfr9VqXX53Jz8/n/OrHnAYP3zRJGWhNDeRvW92djYyMzOdzuh7GcbHx7N5MplMqKurQ1ZWFoBjvO9XUtIPek3fiAtw0vcFcHRAXBY74Hg5uOtltOh0Oja/qSerAbS5nJefn+813eTkZMTFxbE68/PzWQtbrVZz1g3zQs/JyfFaN85l6H4dAM50mWuzsrI8jD3mqz42NtbjWmcn8X79+vnU2t7ejvz8fParjilDvV7vpR32jTykp6ejtDQfzm3FHSYNJl1vZeju2M6cY6dp6M/mNzEx0eNrhylDb47xzH3T0tKQnZ3tdMR7nmMMBgB9X/m5ubloRQeAMx7nJicnozTb9YPG14hLv379kHGk77mJTctBaV7fBwxTN1Kh0+qcyr+vDGjaUZaeddN3jqP8ytm/U5JTPJ5B5+ud68R95Bno05qRkYHU1FSXY0wZOr+4gb7+h0GMPoILf30EH5zTP8ph+DLH3fsIrr7HPT0Gb31E0iELAG5/ptS0dBQW9m1uyPQRnUYrAM/l8ulpaSgt7Ztt8N9HOCgoKPBZhlqtltWp1+u99hFJR6weWvru7f05Tk5ORmlpqUsfwZVf53dgRkaGyzGmHcbFxfnUyoUgw4VZBZSXl8caLQyXX345CgoKsH79elx33XUAgJ4ezzDlzG9Mo2e+gPicyxeDwcA55KRSqXwORTEvGC58dZie6bje31e6arWaPVer1SI/P58tZ74YDDEwaIUNgbtPHzij1WrZh9Yd5zLUaj3LxFe6Go2GHR7Mz89HfHw8W64URQVVN77qx1e6vl5mznXDhS+tMTExHhoZ/LVDR760fs+xq7SIc4qmyyddJm/zP96NTcea8Z8bRuPc/ul+ypDbcNHpdMjPz0dsbCzv58N9ZEmv10Pnpa3ptNxlcNWYPHy2y9M4NxgMyIjvq5MOM/+hZzGgVN7bsND2rdFqoFG7lqm368Vq38xzyTz7YvQRXPjrI/jgnD5FeZ9ScU7XW9/Ddb4z7mXY0uN9Okur1broY/5tBvd0qrfnPJgy1Gq1iI+P59Tpni5Xeat8tGP2Oq3GrQ58XxNMP8uFIOdcZpts16+rPrKzs9He3o5+/foBgMfwvfNvTFpCzlU6Go0GycnJgoykcBLoEvVI0xkIodC45Xiz/5M4OH66C1/sqUdrt5nnajDuqSIxNFKU8HaUaPC+VDycS6IjdaddBvJc8uO7Q6e9HrN7czAM8ZLtYHWG2plYKIIMF8fwdSmOHj3qMUdpt9tRVVWFfv36oaysDElJSZyrgZjfmGXS48ePh0ql4nVupBDoKgKr1YqWlhbeDmoMMm9jHgSqM5IIhcYfj3jvQH3hHpq+rUeYMziDGBpbugK7tzfCGYQuUlYPeSOSnstDpzr8n8SB2BpNbiviDtQHli+x4aszUpus4Dgud9xxBzo7O/Hss8+6/P7GG2+gubkZ119/PTQaDa677jps2rQJW7duZc8xGo1YunQpsrKyMGvWLACO+cOZM2di1apVLj4rLS0tePPNNzFy5EiMHj06UH0RhcViwalTpwSt0gCAg6dcHay8BcKSC4zOJ9cexCUvbMTe2rZwZ0l0Aq1LBj4dyg+HT4vyZbTpWGAjN4FodB9d+eHwaVFf+JkK2SE6HC+UYNtsKJm1dFNA10mtcdVO7qi/oe6T+eqUQ2DXQBA8jvTnP/8ZX331FR577DEcPnwY06ZNw+7du/H6669j2LBhuP/++wEAixcvxpo1azBr1iwsXLgQWVlZWL58Ofbv34+PP/7YZY7u+eefx6RJkzBlyhQsWLAAer0ey5YtQ2trK1auXCmeWoVy9Ss/Y8NfzkdxujDfmHBS227BO784VrFc8+pWHPv7pWHOUeTR2GHCgfoODMsT5gPmTqDxeMSg1yzu1324w/5zIfcPiUgnkqfoItVwCDeCR1z0ej3Wr1+Pxx57DNu2bcN9992HtWvX4t5778WWLVvYJczZ2dnYunUrLrnkEixduhT3338/tFot1q5di2uvvdYlzWHDhmHTpk0YNWoUlixZgsceewwFBQXYsGEDpkyZIo5ShfPyhuPhzoIgzvT2vSwtNtKxr91X7/8kDn48HNh0kTPGMG5l0WO2eX3tBPJCSovvcwIMR9h/MSFPBT+43v33f7IXNm/R4CTkhnM845EBkTedL3cC8tyJjY3F4sWLsXjxYp/n9evXDytWrOCV5qhRo/D1118Hkp2I5nSnEZkJ3j3E+UIejMjm3g93u/zNtzp/OHIa980YIOhe7mmbwjniYrGJ6hyi16iRHKtFW49FNiMuAHCqvRePrj6A0sw4PDhrcLizowhqW3tQkBrLeeyTnXUYV5yC68ZzGxJSkRbHvXom0rpnub9PAtodmiAezCaFgGOpWnx8fNDDh3IfOuW7bDeSYerSffmv2OypbUOLxCML3joxMTT2mMU3mjLi+8L+h3J1hK+n7s8r9+K7Q4147adKbObhUxSO90ao2qxYTH32Rxxr7ITKS3+5t84zuJrcNErVU/PVGakzVfKovSjGaLHjzU0Op2S9Xo/i4mK89Yt027rLAb1ej6zsrHBnQ1KYuvQVf0YMaBrYcKRJ0nt4IxCN7v1kr4+pokBh/Fx6LTZ0S2AYBcJWp41N3Z3p5UKo2qxY0DTw0Of7Bb18pdbofYfw0JqikVaXQiGGiwxgpmJpmobNZsMz644ITkPoY8GM8oQDmqYVu/kXA1OXoeiwfghwWXSwiKGx12IT/atPjg66zviKA8IQjg/hULZZsTBb7YLaj9w0SjXiITedYkMMF4lo7TYLdg4zGo04dOiQRDlyZeI/vse+uraQ3Msdo9GImhM1Ybl3qGDq0tfGesGSFOMIxLbxaBMsPHcIBzynfgLt28TQ6Bhx4e69A+3UmakiILSGC9/8bq9qlTYjARKKNis2Qpuu1BplEn+Ot065uxV4gxguPBFiuW44chpjlqzHhf/+KSye7Xw6ULPNjrvf3yV9ZgiSMW2gY++PTqMVO0947vUTCfSIvBwakN+Ii9Gi7NHFcCOnl6+33l6uAx9c74rykx2ydyYmhgtPhDS85749CgCobOrGF3v8b3gYLlq6w9epk9gWvuHTFV9Q1rdx5w8iLIsOBe4dpRQvdVfDJfyjB6/+5HunXSC8sXQiGZoGVF4elmONnaHNTACE2+Sqaua3q7vcIIaLxDy97nBI7hOIRS+nLxWCcKYNzGA77WAMF39GpJQmptkmzEeBD+Hcr4iLEy2uG8gmx3rutTT8b9+EKjuKw1v7+bU69KOQ3qeK5PmhFikfPO4Qw4UngTY7970s/PFJeWArDuT6YBCkIyVOhzGFKQAcGyfWtnrusB4JSLWqCAixjwtPJVxBykgQxsBw9HvkAyzaIIYLTwL1zr5lYhHvcw0GA97d0xbQfZzh+wUbrjX8BoMBBQWhDQwVagwGA8rKynxuPy8G00WYLgp0/j1UGoUid+dcvcZ/txuOZ1Ou9SkmYdPo5RmTKuS/0uuSGC48CfR7KEan5n1uqPet6DHbAt5lFQi8c6UoCmo1/3KJRCiKgkajkbxOA/NzEefrPhCNoZieTInVQX12Di2UU0V8i0G+jpqhabPiw79Aw6Ux1FUeuXXJD2K4yABmmsdkCv18/B3v/Brye5pMJjQ2Nob8vqHEZDLhxIkTktdpWXYCcpIcX1U/V7ZIskrHG6HSKBSVikL62T2LQjnisrumjdd5v1S2+D0nHMaNXOtTTKTWKJcp+2B1yj3+CzFceBJoPQr5wgxHULZT7aFfdWG329HTE5n+GHyx2+3o7OwMqk7XH/Rv3FEUxU4Xma12bDnu/6XozsZjTbAHsGxfDI2ANNMijJ9Lc5c5IG2BcLiB3yqWbVWt+LVafrFcxKrPUCK0Xw6XRm/5lGpAJBLrUgjEcOGJWJZ0ZVOXx2+iDJ87ZY+sFlIGv//vDl7nzQjSz2XL8RZ8GeDu1OGAT2fP+LnY7DTO9IQvSrQ3nv3Gd3TslzdUCAoqSJAJ8h6oUAzEcOGJWCNnL/143DNt0tqjhrYeMzYda8KmY02iTetMLk1nHT5/PHza7zAv1+H5H+8RdH7AhMimltuS6ECY8I/vw50FgkC8BqAjfbyoEMNFBlQ1daPujIhTJ2TARZbY7TTmLNuCW5Zvxy3Lt+N37/AbUfFHjE6NSaVpAICGDiMOBuFwrRTkFj2XELnY7TR2njiDHrMVp9p7A0rD61RREPmKZjThzgAB+PZgI7471IjvF5wX7qyEBK1Wi+SUVACRGfyID1qtFtnZ2dBq+4KNVTZ3o9opGNnPPJw0vZGXHOPy9wVlmewu0T8ePo2huUkBp80XLo2BYPYSw8TblBCfESDnJdGnO5RhuNS29qAgNVay9MWqz2AQ6hQqdDQwEI3/Wn8UL/14HMPzkpBg8P3KlItTa7B1KQ8V3iEjLjwRqz168z+x08A/1x0NON1gsnffR7tDGrysqduCx/9XGbL7hQONRoP09HRoNNJ8Gzx4aZnL39MHhT78v1gajWbucPfBPHMZCX3xK+Q4VVRx2tPXzR/3fCDt3mJSt1k5EIhGZnp//8l2bK0I7GMj1IZAsHUpd/8qYrjwJBRzlNYgGkt1S9+eE0KHH7/cW4+7P9gZ8L2F8qePd6OlW34Ok2Jis9nQ3t4Om02aPWiYnaEZClJjMTArHgCwu7YNrT7KV6yWHIjGZg4joseL4eINXs65Mp8qCqT97z8ZWFRtvkjdZqVCiIErtUaZDLgErVPoMxlqiOHCk1A0SDsduOHCN4aEN8pPSucX8cPhRjz42T5UnF1Rta0qMncyFoLZbEZtbS3M5r4XlNTDyMyyaJoGfjoq/agLl0Z/VDZ5burWY1H+DtFi0tRpwmNflGPljlpR0w2kPoPldKcRj31Rjv/+XI0uk1XyfjYcGgEfz75E66GD1dkrc8NFuWOCMkFIu5SLtc4XPsuuLTY77jjrhPrD4dPY9tBMqbMlW8QMJ8JV9hcMysRrPzmm4L4/dBpXjs4X5V5SjzZK0Ukq2XD566f72OnAsUUpKM2ID3OOAueBVftY36zHvjiAjfdPD3OOpMFr3y7TTp+MuCgEeTYv+dNr6XsAGhXiJBkoUhsAY4tSkHjWeXDj0aagph5DiRSdZJxOjRitY1sJOfq4BIOzD1O52/RRKCMniwFjtDA8vHq/oOtJvywN/tpRuGOFEcOFJ3LxFueDnPaniKBiiyi4qlijVmHaWSfdDqMVO09wT8nJrU6kGHGhKIoddVHaiIs3nlx7EMMe/wavbKgId1YCpqUrsn3fBD9aMuqrnek2kREXRRCqlRqBcvHQrHBngeAERVEwGAwBG5F76wJzxLygLIP99w9HpG2zwWpk6JZolIAxXNp7LTBZ5d0Ri8Gbm6tgp4Gn1x0O6Hqx6jMYhMYgEvpBKQeNLkj0FRGsTqmeSbEghgsPjp/u8hlZVAi+2pFKRapDKRgMBvTv3z/gbeVX7azzedxbM5o2MJNtYz9KbGwHq5GhR6KvO+dYLs0R/iUfCsSqTzkjtUZvdkioRzmD1Sl351zypuTBNwcawp0FWcLLmJfZtITSSY3TYXRBMgDgaGNXSOPzBIoUq4oAIDNRuQ66hD7k1MV482Pz6t8ml5EfN8iIC4E3Yr1k5PkoRBe9vb04cOAAenv7QoSL6tDmI6kLnDZd/FGE6SJvX4tcGgNB6IgL33J0HnGJRsNld80ZrCtvgI3ncjax6pMvbSJsfnm4oRMX/Xsj7/NDrdEvEg3FBKtTqlFQsSCGi4w4zhHjgi8/Hmni3UGJhdycPOVGuBy6Lyjr83eS2jdLDI1SLb1U8pJof9S29uDKl7firvd34lM/047OhKrNPvW/wxj1xPqQ3MsdKTXKZarIcc/Ab0pGXBSATEfzXDBb7Vi1U9yAVMGyckctLn6B/9cQgT++Rh0G5yQgJ8kxt721osVjaaPcVsgJ7ST5LisPh+Fy+X8240C9tBFunfFWlR9sq2H//cCn+1Db2oOrX9mKhSv2hL3+GzuMePWnyF35JCoyfbmQOC4KIJgh/lCOgvz1U2ExEKTmgVX70NBhDHc2og6KonD+2WXRZqsdW48HvpljKJDKEdDFcOkKTTvcf7IdN7z+S0ju5Qu7m3Ey7+Pd2HniDD7bfRJf7w+vz15HryWs9w8H8vpU8E+3iYy4RDXPfnPE5e9Q2Nc2Eb6oLDY7tle1wmjx/lIR82PBHuJprlBB0zSWrD2I4kVfiTr65K/snf1cpF4WHSxWgXXP28clTFNFHcbQdfre2sGv1a0ufztvCcJsvREKHv58P4oXfYX7PtodsnvKEa+jXDIb/WQgq4oUgExH87yyJ8h9iwDgoc/249rXfhZ9R9qTbdzOYlVOm0Ta7TR+986vuPa1n0Vx4BObth4zjp/u9HmOXq9H//79sb2mE8s3V4UoZ32c2z8NOo3j8ZZqWTSjUa/X+z85DKTFKd/Hxdt7L5C9y6SoT2bK6su99ezLO5yvarm3WbHgo9PXlCHxcSFEJJ+cdegT27nz+W+PcP7u/Awt+eogvj98GturWmX3pdZjtmLasxsw818b8a2PZfIqlQoGgwFHGqX5uvVnS8fqNJhUkgYAONXuOk0i9MXh7XxGo1zjD+k0KqTEOnbRVlrYf4ZAPqq8GXFS1yfzjIdykMHdvytcbdarZIm+ivno9DWNT3xcFECEDbjIArOVe58c71NCfb+/vaWa/femY80i5ip4Vu2sQ/vZOfo/vLfT63lmsxknT54MeFt5MXCeLpICRmOod9oVgnPY/3A7pUpB3Zle2O00TrTwX5H43i8n2H/vq2vDfR/txo9HTkten+Eo/bV7T7n8LblGoW1MojbJR6evW3cRHxdCNOItxLpGzd3kGHvG21SSXLDa+HU0NpsNZ86cgd0uzUaHfEJ5S224MBrDaZz5gzFcjBa77DvjQKBpGvd9vBvTnt0Q0PVXvLQFX+6tx+1v/xoR9SmUD7bXuPwttUa5bAIdrE4Sx4WgWHy9Or09pxoV91XMg/2nj12nhkrS44RnTEI06sgZfytIjUX/zPig04kcxZ4oLQhdu9uKnOL0OHy175SXs+VFOEa89ta2hXR5une4tR9q8O0rFy6kimYtFsRwCTGR5ugLiLuk++NfuWPNMMs3f63m3tFYLqw/2Ojyd6iD/jHwbUczOEZdBI9mCztdVigtCN3Ixd+6/B2rUweUzsH6Djy59qAYWeLkVHsvihd95fIbzf4/tC3qI7dRFykR+mx9uK0GhwRuLBkKFDnicuedd4KiKM7/3nnnHfa8mpoazJ07F7m5uYiLi8PEiROxZs0azjQPHDiAOXPmIDMzEwkJCZgxYwa2bNkSkCixCdbYkPvSMn8EsrOuWFO97vEowk2n21JXOXY6zkyXeLpI7rjGcol8w8WdQGNMXfriJrwp4Wq3u973XI0YDudcAFi9uz7scUl8af7rp/tgtUkzpRwocl9VpAnkon379qG4uBhLlizxODZ58mQAQENDA6ZOnYrW1lbMmzcPeXl5WL58OWbPno0PPvgAN954I3vNoUOHMGXKFMTExGDevHlISEjAsmXLMH36dKxfvx7Tpk0LUJ48ONnWg/6ZCeHORsCEoqPxvjmZvDinXyr21Laxf2+rasWwvCSP8zQaDdLT06Fq8m3Y0DQd0NbzfK8YW5QCjYpyiZUi1qgfo1GjCagbCQlKG3HxQMQRXDHrc6/TM8IQ6pEWhi6TFWv31eO68YWSt9lANO6ra8fyzVX447RS0fIRrE6jRV6GlDuCVdntdpSXl+Pyyy/HzTff7PW8xYsXo6amBps3b2aNmdtvvx0TJ07E/PnzMXv2bMTFOfwXFi5cCJPJhJ07d6KkpAQAcPPNN2PEiBG45557UF5eHlDnLhfqzvRGtuESgntsONKEobmeBoDcRlzcY7Jsq2zB76b08zhPq9UiOzsb6iOB7z8lBlq1ClMHZrgsa3/faVWJMzY7DTWHDxKXb0KsTs1qDDVCuoKMeAP779MKNFzE7BWlrs9wjbgAjimZ68YXhq3N+pP8r/VHcdHQbPQTyadPap2v/lSBRbPKJEvfH4Knio4dO4be3l4MGzbM6zk2mw3vv/8+Jk2axBotAGAwGDB//nw0Nzdj7dq1AIDGxkasW7cOV155JWu0AEBaWhruvPNOHDx4ENu3bxeaTVkR6pUyYtt4oTAenv3mCI41ejqqycxu8fBp+bW6lXOJt81mQ1dXl9+yo+nAnBaF1PH5gzJc/l7rxZmzUkBEVQp9GuW8CkXpIy5VzeIZxpFQn0IZkpMIANhb147yk+2SaxQaIPfacfkAAJPVjr9+uk+0COJKrEtnBBsue/fuBQDWcOnp6fEonAMHDqCrqwsTJ070uH7ChAkAgG3btrn8n8+54SKYvYoAx4hLKOG7ZJcvARkPAVzzxZ56ce4dQs70WHCc44VvNptRXV0NmzX8c8UXD+X35VUucPUFozHUcVyEtAmlGy6LvxTPwVas+mxo970vVCinjG6cUMj++6PtNWFrs974y8WDUJAaAwDYXtXqsXw7UOSmU2wCNlzWrVuH4uJixMXFITY2FnPmzEFlZSUAoK7OEXW1sLDQ4/r8fIeFWVVVJfjcSOWkk+ESrBHEB6vIsUMCGREIpHPiGp2IhKBh2yoD38SQhvTGWVaiwf9JAMpP8nc0jpSp2+QYLbsEX4mGi5gE4oTPxW9f28r5ezimimaPymVXXn2xpz5sTqfe+sNYnQZPXTWC/fuprw/JPpaVHBDs47Jv3z4AwC+//IJHHnkE6enp2Lp1K5YuXYqtW7di+/btaG93fLnFx3vGkIiNjQUAdHc7hjiFnOuO89QSAJhMjo7JaDSit7ev8tVqNXQ6Hex2O3uOMzExMez17gHDtFot572FUNvazebHapP2wbFYLGjuCszKrm3pQkFaPCwW11gRPb1GxGrgUYbu5wGOsqdpGr1G4TvAmjnSY0ZOvdWNRqOB1Wr1yItKpWL36XBuCwx6vR4qlQpms9ljxFCj0UCr1aK9x4S73t8JCsCL1w1HnI77cdl6vAnXjMoC4CgjtVoN69mRFn/13dvbG9DUnslkZnX5a98GgwH9M+Nx/HQX4nRqdHtZ5bav9oxLWbFlyNHn0jTNGpVc7UAMLBaLR91pNBqv5WU0GmEwGNh/M/lLi9OhsdNEDBc/vLO1GjPz+v52LkMGpn1bLBa2jTMw7bC2lfvFy7y8QzkKEKOhcMXIXHz8ay26TFas2XMS56Q5+hO+fYQQrFYrZzs0GbnbntHYizF5cbhmdA5W7T6FbrMND3++H8vnjuUsJ+Zd5a9umH6A+T9XH2E0Brdjem9vL1uGNE1zpsenn7XZbKxWRp8/BBsu119/PcaMGYNFixaxN5kzZw4mTpyIq6++Gg8//DAuu+wyANxfy8xvarXa5W8+5/Klrq4OiYmJ7N9JSUkoKCiAxWJBRUWFx/nMtFddXZ1HA2ZGfYKhtrWbvW9nh7QBh1paAv/6f2dLJR69YoRHGlVVVaBz0pGXlwez2cxqaWnxnFqora3FnroOBBKnbW91k8dvTBs4deoUurpcp2RycnKQlpaGrq4uduSOISYmBqWlDi99rjofMGAA9Ho9GhsbWeOZISMjA1lZWXj2f4fwc6Ujrswtb27DwslpnPneVtmC48ePg6IolJSUIDY2Fm1tbQCA9jbf0y9ceePDyZMnkWh2bIeQmJiIwsJC2Gw2zvSGDBnCjvPZae+jcQfq23Hs+HGozloGsbGxKCkp4fxatNN2tiNqaWnx+nERDG1tbajoct0PKi2Nuw4ARzsdPHgwAEcoBqYzTNDSaATQ0m0KW9ydSOCFH08gdmoGzj42qK6u9jBOiouLER8fj5aWFjQ3u27HkZKSgry8PHiD6eIbGxu9niM27e3tuHFCIRs/6qNttTjn0hzU1dXx7iME3a+jAzU1NRg4cCAAR5u02WyoOcNtrFVVViFGq8I1AzT44bAarb02bDjShE9+PYFh8T0u56pUKgwZMgSAo591/0gpLCxEYmIi2tra2DJm+kWuPqKpO7iP6IqKir4+gqY5y3DQoEFQqVRoaGhAR4friG5WVhYyMjLQ3d2NmhrHFJkv31lnBBsuN910E+fvV111FQoKCvDNN9/g+uuvB+Dwf3GH+S0pybGCJCEhgfe57jBTUwy7du3C2LFjkZ+fzzZIoM/w0Wq1Lr+7k5+fz/lVT1GtXq7gR3O3FQVF/aDTqHDqh+DS8oevjt0flErNmUZRcTEyEh1Gqk6nY8swvbEGQJvLuUe7Dbj/m6MB3f/Xk55fPUxt5OTkeB0Ni4+P96hX5y8lrjpnrs3KykJ6errLMWYJ4f5TfYbSoSYT7vmS26m1tdcGTUouitNiodPpADg68a6uLsQmJMK9jJzpV1JydgRB2Nx2fn4eSvMdzwXTvtVqNadW52kdFaUCwD3i0mOhoU/NRWGqY6TT19emWqWCRqNhl126rmDgXrUklOTkZJRmua6ycNQNd5DCfv36VncVFhayRm9eWheOt7bATgOt3cqc8xeLf2xswtwLHO2luLiY86secPQR7v2yvw9MJqXMzEyI1Ub8kZSUhNRUNYbkJODgqU4cazWjqs2K84YVu3zd++ojhJCYkOji9tCvXz/QNA1LQycAz/6jpKSEncpaokrG/328HwDw1DfH8eU9E5Aer+O8T0FBgde6SU5OhlarxalTp5CTkwO9Xs/ZR8S2GwGcFKyRobS0lO0jKIriLEPmvtnZ2cjIcF0kwPSzcXFxPt/LXIi6mD0rKwv79u1jOxD3r2Dn3woKCgBA0Ll8MRgMnENOKpXK51CUlFudnzEBxQkx2F8v7YhLMFNbTCN0T0OvN7APhXMZarWezef/Pt4X8P25YJ5NX3XDvEC94avOGV2cuM1JWHx8re871Y3B+X0GX3x8PAYPHozrV37r9RoAMBhi4GUXBJ/o9XoPXf7aNx+Ot5gxKM/VcOXyZ6FAISYmBmVl0i2J1Gq1gvQww/Pu/85OigXgGEUk00X+YcrOuQzd0Wq1gvsa5kUrZT/rDtMv3DSxCA9/Xg4A+LlJjcuTk13OC/a5YVBrNJztUK/nnk6NjYlBzFnD5bJRhVh3qAVf7q1HW68FT31bgWU3jeG8zl/dJCcnI9lNI+DaRxiCfBScy4yiqID7WbVaLbj8BU3gNTc3Y8SIEbjqqqs8jlksFhw7dgz9+/dHWVkZkpKSOFcDMb8xy6THjx8PlUrF69xIJtQri4LhjNtXaXgdZMN3785e/r4b26q4R9Lc95bhIhCFUrnGCl1ZFAkoPXqunHhzU6X/k8LA7FF5fU66u09KuOGmt0Ca3L+7fxP87fIhSIl1GIRf7T+FdeUNHFcRBBku6enpsFqt+PLLL7Fz506XY//85z/R3t6O2267DRqNBtdddx02bdqErVv7PMyNRiOWLl2KrKwszJo1C4BjlGbmzJlYtWqVy9RPS0sL3nzzTYwcORKjR48ORqMsONnmORUmV5a47WESVrMljDev5BEjQ69xPELbKl0NF6PRiMOHD/u9PlzRRL1RfpK/4cJoDNbJT2qUviRabIxGI060dAsOQ1/Z1IUnvzrk9Xg4W3q8XoPZo3IBAN1mGz7bEZqpKqGkxevxtyuGsn8/+kU52nuEO7/zeTYjZGEgJ4KXQ7/88stQq9WYMWMGHn74Ybz88su45ppr8Pjjj+P888/Hn/70JwCOyLmMgbJ48WK8+uqrOO+887B//368+OKLLkNdzz//PFQqFaZMmYJnn30WL774IiZPnozW1la89NJLookNJycjYMSFGVn5bLfrvCffAHT+4jcEgtwi57ozujAZgCPIYN2ZPuOUpmkPx0YuHAHohN9X6HJkvqcfqO/gPcLGaJT7knViuAjjlZ+qMO3ZDbhlubDAn5VNvg39cDeTG88pYv+9Ykfgvh2+EBqAjosrRuaym6M2dZrw5FfCY/XweTbDXR/BINhwOf/887F161ZMmzYNr7zyChYsWIDy8nIsWbIE//vf/9h5z+zsbGzduhWXXHIJli5divvvvx9arRZr167Ftdde65LmsGHDsGnTJowaNQpLlizBY489hoKCAmzYsAFTpkwRR2kQiBGzIpKmitzx1sDdY9I4v7hFu7ePYz1ma9g3sJzQr88f5NdqaR2vxcBfX9XabcYpPgZoCL7WxOpYieEijKU/Oka+f65sQYeAsAb+PjJMFsezag7ThoLD85MwJMexGOTAqU7srxN/WlRoP8/1aqEoCk9eOQwJeod/zic767DxqOeKy2gmIOfcMWPG4IsvvvB7Xr9+/bBixQpeaY4aNQpff/11INmJCOoiOKgQ31EPVSBepv7u7cUhtra1B5e+uAkUgPULp/EOsiY2E/qlsv/eVtmKK0cLWz5P0wBNBRDyX/AVvslI0LMv9QP1HchN7nOWi+QvMwDIiCc+LoHiY/W8B/4Cp0385/f49eGZWMMRITtUXDc2F4+vPQIA+HB7Df6ZP1zU9E93ijPqnJMUgwcvHYyHPnesMnrws/34dsFUxOnlu6FpKBE84kIIjEiYKvIG3xeXWoJJ0w4j93TLI6vL0Wm0osNoxRNrxQt7LpTRhSnQng1as92Lg64/5GAYDMvti3vEx89F7G0luPDq0CgwHdcRF3n740Qy//jau38L4Agm+dy3R9ATpui1AHDZsCzEaBwtaM0e8Z10J5Vwh6PgO2rtzA3nFLDpnWzrxbPfHAk6fy73jiYfF0JgNHQYBTu7yQWv87ZuLxZVCJ8E5yH/ZgmG//n6bcTo1BiRnwzA4czLfHHpdDoUFxf7vd4S4PYMQova31YTzjtzH+CxsqjXYmM1+lxSLgPi9Bp2RQmZKhLGL1X8A1paeBizrd3mkGx74o2UhFj8Zrgj5lC32YYv9ojr6yKm7xlFUXjq6uEwaB2v6Xd/rsYOntPRfJ5NOXwwBQoxXHggxmNms9P8fAeCJNCvfoC/geINgdGxZYvZasfsZVt4n3+O03QRU/5qtZpzGwt3RvztW8z7aLfwTAaItzrOT4lBgsExDM13zyKjlUZ8fLzgyNbBEkh/m3l21IUYLsJ4Y6P4y5vD+aWvVqtx65S+YGcfibSpoT8CHT0sSovDXy4a5EiDBh74dB+MFv9+fUz/E+pnM1Qo5FUTGYRi86zPdnkG8gsWvsOceo0yHpKVO2qxT4DjHpfhYrFY0NDALwbDtweFh0AX+6uVooChZ6eLGjqMvF7wu0+0oKGhQbK9isT8ImSmi7xNPRK4EdvIoEDBGsZtFywWC9LVvRie52jr5Sc7sK+uTbT0pTDKbj+3H0YWJANwrNx68ftjfq9h+h+pns1wQwyXECJ3Pxdv3Qlv51yJv6S6TFas3FGLiqYuSb/ahH6VjytKYbUzhovVavXYy0XOUKAwTOB00e6aM2hubua17FtMAql6Zz8XAn+kMJBX7RT/44ovzHN5zegc9jcxR128lZfXjz8eHZlaReHZa0awvnSvbaz064fG6PT1bBIfFwIvInVJNN/vI6m/o+54+1c8sGofZjz/E8xW6fyF1AItsASDlvUROdzQ6RF5WAqk6HSG5TkbLv6ni/bxnFLyhlpF+TR2xWxPziuLCPypbO7yf5IAAhldlILLhmchjomku6cenQHsZs+Ft+fSW1vm+xgPzErAvdMHAHC4HTywah8sQfpMEh8XhSPWS+JkWw9KMuL8nygzhAQkk5LtTo5px06L26E6I9RwAVyni+QYz4Vpw778lYbl9a0sch5x8XbNvrrgDBcKQKwuNMs7yYhLYDR3iWuEy2V37jidBrNHO3ay7jHb8EUYl2jz5e7zS1GW7YhDc/BUB16XwP8oUiCGSwipO9OL/JTYcGdDMN6HOV3/lkmfFDSBGKoTOPxcIo1+6fGI0Tq+Qvk46DZ2mtDcE9w0EbPBHBdiGsLEcCG4c+M5fbs4f7itRpT25q3r8Ja2kL5Gp1Hh6atHsKOUS787huMSfsDJGWK4hAAmAmIonHOlgK9BEq6hR7FvG0g8mvHFToHoqlqhVquRkpIiZrYkR62iMOSsg25Naw+7R4ovP4d6ozaolQuxPgwXMSGGCwEA+1yq1WoMy0vCyHzH9OjBUx2CHPK9IbQvErp8emRBMn5/XgkARwTiv366j3MUy1mn93sLy6ucIIZLCMhLcUQhrW/rlfW+Lss3V3EGh+I7lxqufYVOd4i7zDyQeDQpcToMyjobTry+HSY7hby8PFHz5YxUnc5Qp0B0B045OnJf00s13eqA47hQFNgRHi7E9XEJT2RlgrzQ6XTIy8tj2+wNTqMuUi6NFrMtL7hwIIrTHCP3O0+cwX9/rvY4x12n0iCGCw+CfUfknzVcLDYapzvkHUfi3+uPevz2nx/8L78DgAUr9oicGwddJiuONXZ6PV7dIu4eSYEaBRNKHKMudhrYUd0q+12TXTir2WVlEY/pol0nWmAPMIgeENiISyAvATLiQgAAu90Oo9HIttnLR+Yi/uyI+Jq9wTvpirHJoj8MWjWevnoE+/cz646gttW1D3TXKXWeQg0xXEJAntO+L1JsRCgm3x867fHbNwcaeQU9Otzg3bgIhov/vREX/nujJGkHw+OXD3H529lBd+uxJhw/flyyewe6TNVfZzXUyUG3nMeS6P117ejp7TPQhIwoUqB8OueK+RJIi1fmlydBGCaTCcePH4fJ5PiAjNNrMHtULgCHk+7qCHDSBYAJJWm4eaJjtKjXYsODn+13efbcdQohkMUJoYYYLjwIdndoZ4fc7jDvZuwPm5e3AtdwZKgItW8Q36ki9694Z8NlR02bmFkKGQMyE6BTO7oFZkk0V5NgOrdeK42Kpu6A7+fLOVdMtGoVUuOI8ULw5MYJ4jnpep9WFX9446+XlCE3yTEFuvl4Mz7ZISw+jrduLlR+Z8FADJcQwPi4hIJgh/+8LVd8eUOFaLEOpEBM3yG+dqr7LTMTDChJdyx3Lz/ZAaOEsWZE93E5q0WnUWHQ2SWXFU1dXjfEY5waAWCv05SS0GoIbKoosLomsVwIXAzNTWIj0x461YG9IjjphoIEgxZ/v6pvd+slXx1Eowj+fnEhClEQDMRwCQH5ITRcAt20j8Gb4dLWY8Ebm6qCSltKxJyv5WsTcN2SGXWx2GkcaZa3P5M3mHguNO3oyLlgOnoALqsxBFUD5c9wEfcrlfi5KIeBWf73ARPCjecUsP/+cNsJUdMGpPMnmT4oE1edjUfTabTi0dXlQX/ExerJiAsBrj4uUtMd5DbtXPuIaM5OCyzfVImWrr6X8TPrxN1mPRjE7BdUPOd4uToI5+miA6elM1wE7w599gKv5eSU3hAnB11v8VyG5Saxy8b31wfu2xRIALpA+2ViuEhHqFdLfvOnqQFfyzX17+yk++XeU+gQeXRZytJ59DdDkH7Wh+vbg434av8pAIG7OJCpIoUQ7EOZGqfzuexTTL45EFxIba59eq4/+zXSbbbh5Q0VAICalh6Ygww5LSZiLsUOZhZmQkka+++qLvkPuXIxzGlJtLc9UWJ0agw8O6V07HQXazALc8713Ul6S6qjN7CXCjFcpCPUwScDfSnHxMRg6NChiIlx/ZiM1WkwZ7TDSbfXYsMXu08GlH44VuqkxOmw+Iph7N+Pf3EARruaUycf+H5MhDO0BzFceBDsQ0lRVEj9XMTmvgsGwKB1NJX3fjmB+rZebKtqCXOuXBH1GQrCgSQvOYYdYdtVc0asHHkg9uZ3zgzOSWSdb8u97FlE08Cos9NFdhrY72fTN28Idc41Wmz4LMCXCvFxkY5wxHBKMIj7YXDjOUXsvz8I0EnX615FEhfPpcOzcfHQLABAS7cZT6w9GHBafEdcwrmcmhguPBCjfkLp5yI2WYkG3Dq5GABgttrx4vfHZLdh5Np94i1jDNYkYML/myR0zpUSg1aN/hkOH4JjjZ1edQzL7tt3a09tGwDhz0qswAB0X+wJzGgByIhLoPTyWAkZDsNlwcyBgq8xGo04fvw4Z4ylIbmJrDF+uKGTbdNC0KrD80qlKApLZg9D4llj7vPdJ/HBj3sCiiXF1zk3nGFgiOESIkLp5yIFd00tZbcu+GRnHZZ+zy8oXahYuHIv3t1aLUpafEdKvPXVTCA6KRHs48L8g2dvw8RzsdppHOGIz0ODxvC8BPbvPQEs/6YoYT4uNE1j+ebAHcSJ4RIYVh4O/0GuCQiIQMKN0DQNo9HodTTFff8iodi9DM+HYlolM9GAR37TF1vq35saAloJyncUlEwVyRwxKiiSp4oAxzzqH6Y69siQyw6v7jy+5gCWfncs6Pr6bBe/r3pvy3LP6ZfG+buccX8HuETQ5QhER9NASXocYrSOK9kRF4FF73uTRde/Nx1rxtHGwDeVI4aLdIRjxCXY+Fpc/GZkDvuB9uW+esFOul1eFkeEqnR+OzYf5w1IBwA099jw3PoKwWkQ51yFIMYzGYm7Qrtz+5R+SJN5EK9/f3cUi7886PXLR0y8tYvitFhkSBypVerYls57FnH5r9BwBKEbkOrQ2dBhREO7UVCMFUfkXO+dpPseWW8GMdoCEB8XKQnXPmViE6vT4MoxjuXFRosdqwX6U325tx5tPWYpssYLiqLwjyuHs1OwK3aexM8VwvwReTvnCs6deBDDhQeBBrxyJtKnigAgXq/B/03vH+5scPLIZYPZf7+ztRp/WbUX1gBXPd19fimv87z11RRFYVxRckD3lgtDnAwXo8WzHJlRrYHpfcbAnlrhzsi+Rlxe3tC3ZcKxxk5sPNoEAOyyVaEkxWihVcs/nHkkEo5BWKk2Gr0hiOmibrMNb2+p9vg9lHZdQWosFswoYf9+8LN9vPyUGIhzrkIQo4IKInyqiOHGCYVsmGk5ced5JXjmmhHsvPdnu07irvd38dpjyR2+X+a+msXEknTB9xWC1FvSJxi06Jce5/McnU6Hc8v6dsDeU9seQORc70bIluN9X4pvbekbbbntrKO4UFQqCulk1EUwfKo0HP4OA7MSfB7n2nNHp9OhoKDA567Jg3MSMbowGUBg+6+9vaUq7FHGbzu3BKPyHR8f1S09+Pd3npvneoO34RLGMRdiuPBAjOpJj9eze8BEMgatGteNL/R/Yhi4dlwBXr5pLFvO3x1qxG1vb5esE/HVWU/qL63hIhTG0BHS2ThPF3GhVqtx7qBc9m+hIy6U38i5Dlq6TPj0rN9Rgl6Da8cV+LnCO0r0c/ny3imSTuHSPAYuwzHiMrHE05esMDUWC2YOxLn90/DNn87zOK5Wq5GUlAS12ne7cx51EUqH0Yr3fnGNvhvql7xWq8Fz146GTuPoC9/cVIm9PFdJ8Y/jEmjugify36QhQIz5W5UqsmO5OBMvcvwEMblkWDbevn08+0L8pbIVN76xzSXir1j4ahXFKQYkxUhZTtJPeQzLS/J6jKYBq9UKlbkLOWdH4PbXtQt23OYTmPGDbTUwn12Sfd34gqDanxL9XLKTDBjqVlfzZwwQLX0+/Z+cHPbnzxyAD+6ciP6ZniMyVqsVzc3NsFp9Rxi/fESu4Dgxg3MS2RHfNzdVue7zFeLisVqtSFYZcd90x7S3nQYeWLWPfY58EUdC/isDsSxLJfi5AECXMbhtBaTm3P7p+PD3E5EcqwXgcC699rWfUc9zl2kxqttms2JwulaElMKH88oiLiwWCxoaGjDi7LLobrMNx07zX/VjtdN+R1xMVhv++7Pj61VFAbdOLg7KZFPiiIuKAh64eJDLb85bTwSLtx3jnQnn0lhn/E2hMm3WYvE9ChujU7N7APGlNCMOvxnhGIFs7TYHtJxaLBidt07Iw5Acx8jpkcZOF78xb5ARF4ILkRyEzplmCUYvxGZUQTJW/nESshIdL6qKpm789tWfUdkU+HJaD/w8uMMzpfMFCtTHxWITZ6rIeeh7uNN5uwVECzZb7X47yTV76tn2NmtYDgpSg1udFyrDpThNeD5/N6VfQPeiKMpjdEzMVT58vtKlHHD59O5J0iXugxsmCJsuoijKZfHC6xsrWR+7cL3jtWoVnrlmBOvvs+zH45xxmZyJIz4uBGdCOeIi5Zx3OUdcDzkyMCsBq+6ajKKzL5GTbb347as/e91/R2yGZsrn6z4QQyclTserzY7I7zNchEYbZbaS8IZzwLk7AnyxOxMqwyU7AAf2R38zBFsXXSDK/cX8Gubj4C7lcmidH38UqSjLTsSYs066fKAADMpOwCVDswEApztN+GRHrTSZE8CwvCTcNc2xyshio/HAp/t8Tu0J3YYjHBDDhQdiDYPmp4bOcOGzeiIlNrCpDBPH8thwsn6B951iC1Jj8cldk1B2dkPAlm4zbnj9F2yvag36vv6+OPqlSGc8hmpRr7dRF+dHYqjT3ka7BUbQ9RdEjFnVMbowGWOLUryex/ejIFQ+LoHuJZUbwMcN1+oZMQ2JWh7be4QyjsvArHj23/dKHJ5BiJMu05TvvaAvT6/+VAmz1R7WaRXAsd9caYZjleDe2ja85SMmEuPQ6w8yVSRzxBoGzUsOXRA6Pl+Wux69EFMHZghO++M/TvR5PF6vwXXjCpAUExofjwF+lkVmJhiw4o+TMO7si6/TZMUty7fhh8PB7aTtC5VKheQk36tyIgFvDro07dCYkJCAeIOWXZpa09ojST6cp1G4bJ3P7pnMK51QjbioQtSzFqXFcj5nBg6n539cOTyge9z61nb8ddU+HPfhvxTKl9jLN41h/+1sJPCBabMqnhXE+Kww+BohVJ1tmMPykjB9kKNfPdnWi9W7T4Z8WsVdp0GrxjPXjGCfnefXH8GJFu5nla/RTQLQyRzRnHND6OPCp4OmKAr/unak4LQTDVpU/uNSr8f3Pn4Rnr5mhOB0+fD8b4XnF3AEH3vvdxMw7ayhZrLa8Yf/7uTctE+M0Qy9Xo+ioiLJvgjFDnfuLb1hed6NL0ajXq9nN6eTgrzkGHb43RtZifymZjITQhODSCV1oB0A795xDn66fzrnMa4RqNQgpo9X7KjFzH/9hN//dwd2nvAcrZRyVZH7S995tZC7geav1J3bLB/cp01++PP5Xn2RnO997wV9q7qWbTgOa4hXXXHpHFuUilsnFQNwBJV8dHU557V8jSyyV5HMEctazhLpa+/BWWV+z+H7ZelvSunf13EbCiovO5zdNa2Uc+haLNydMwfn8B/ViNGp8cbccfjNiBwAjlUtf1qxB+/9XO1yHt/a9vVlQtM0rFYr5s2QR6Thtp7AYtl4W1lEo08jTdMYLaHhctvkYmh8xEBipgH5kJ4Qmi0rQmG4TB3gPVYQRQHXjw883o0zzsuC1x9sxNWv/IxrXtmK9Qcb2a01IiXkv3Ob5cvcSUVQUcDDlw5GbnKM948RpyofW5SCc/s74sycaOnBl3vF272eD9503n/xIHaRiJAVgJz3COrq4CCGCw/EeiZ9db58ufv8Uvxxmu+Q9CoKSIkVp4OeNSxH0PnO8SOC2S9o20MzPH5be98UlGS4RnN1nu/mg06jwtLrR+OmsysGaBp49IsD+M/3fZszivElYTQacfjwYdgs0uxbIvS1WMfDT4GLTC8jGcwuu4cPH4bRaMQoAU6MQojTqXHdOb5fwC9cP4p3ekJ2ow4GKY13Bl+jbhRFeUypBWJLVT91GbYuugAPXzoY2U5tYceJM/j9f3fgwn//hJW/1nJuCyGEd24fH9T1fHFus3x5YvYw7P/bxfj92U1mvRml7h8y9zmNuvDduFUsvOmM02vwz6sCmzJ0h/i4yBwxh8SCmWPf/Nfp+Osl/kdbUuP0CEeQ3pmDM12GVk08llF6w33of0R+EoblJSE9Xs86mQHARUN8TyFwoVZReHLOMPzf9D4D8Pn1R/HkV4dgt9MR8fUodg6FGpnuZ5dmxPNeRimE344rQKLB1YfD/QVRli0/XyJ57IgkTi4SDFr8fmoJNj4wHc/9diQGZPZ9LFQ0deOBT/fhutd+Djj9t28bj/MHZXrdSkQOj2Mcj/2x3G3VCf1SMb7Yu0N5uDhvQAauHZcffELEcIkehI4QOJPMcxQlPV7H6ZwXCEKGvN2NDbOXTQ5H5CVieJbDgPvsnsmYWOI/WJazL85X887DH6eW4C8XDcSlw4UbLoDji/T+i8vw0KV9huDyzVV44NN9vGOd+IosKzVizy97m/oDvBjbbrdXqyiMyE8WNU9A4PsSRTsUPEdYBvlxYveHTqPCNWPz8c2fpmL5reNcgtx1mjyDUj5zzQhs5xg5dWd6WSYA4Pyz/+fi07sn4bdj8/E5TydsKbHYufs1zxEuymXURU48fOkQnx/R/sIUACSOi+wRs3runha4zwNfEyIjQY/fji0QJZaLkBFv95EKvZdldUkxGvzzwmwcevwCjClMwS+V3EuTnfOfndTnbGjQqvHgpYNx7wUDgnZS/cPUUjx99XBW56qddXh1Q4Xf6/52+RCXHZRDjZi+fokGDev3w0UOz5gkUkwXFXNs9MgnkqsvbvAz9SQGWyqaJb+HLygKMGhcP164yjIQVCoKMwZnYeUfJ+GzeybjkqHZHi/tj34/EdeOK/A61cjFXVO5p8BpOBxLn/3tSIwuDP8Ihrdoz1wfeecNSMfI/PB94HgjKVaLJ+cM4zxG0/y24ojYqSKbzYbzzjuP8+VRU1ODuXPnIjc3F3FxcZg4cSLWrFnDmc6BAwcwZ84cZGZmIiEhATNmzMCWLVuCyZqoiFlBgQSmYuD7jk6P1yNGp8ZPD3CvOBB2T/6GgdnqWlCvzx0X0D0Zr/0Pfj8BlwzNxvO/HYl4HkO1gXLd+EIsu3EMuzkj19ejM8tuHIPbzg0+GFowCB1x+f15jvxyxUL54S/n+xyhm1GW5Xl/DnNeypVFzvCJ5OoLf7sKuxPIFFgwPh9vBPjcOH8oJBi0uPeC/uyX84o/+A5hEChjClPw6i1j8f3CadCqHX2FRkUFtOVATnLwK77EXm3HhTc/KY3a894URbmsMJITF/tYqcfHcAknQRku//jHP7B582aP3xsaGjB16lSsXr0ad9xxB5577jlYrVbMnj0bH374ocu5hw4dwpQpU7B9+3bMmzcPTz75JGprazF9+nT89NNPwWRPNOTi88B3fT0zBCjGy17IiMuYomSXv6cNzMD3f57mmaZKjcGDB8Ng4O6omKBPZdmJePWWsbh6rAjzsX6YNTwHb902ntduxTE6/4+NwWBgNb5042gMzknEM9eMwK2TisTIruARl4cuHYwv752CD38/wWPzOH8jc3edX+LxG027agQg+soib1FLsxL1rJ/FwgsHinpPd7YsugDzZ0r/4lnktFLwwiFZmOK0u7haRaH6qcvwJz/5+OyeyZg+KANPXTUc8XoNUuN02PzXC/DjX87HBI6dlMWkJCMex/5+Kf43/zzsffyigJyTtSFwzHNvs4Eye1Sux2/zvBgoMwd7nwKTimB1Gnj0gxG5qmj79u144oknONfDL168GDU1NVi3bh2efPJJ3H333di8eTNGjhyJ+fPno7u7mz134cKFMJlM2Lx5Mx555BHMnz8fP//8MzIyMnDPPffIYvOu8OfAAd+gVunx4i35FPIFc904zyH40gxPnx4V5dhe3lva4arzKQPS8cGdE3wGzkuP1+Pc/t6XoTJQFMVq/M2IXPxv/nm4dlwBzunn+QJ5xSmgFl/4Rrd0zs/w/CToNWq86fRFH6/X+K1jvYa7E3PWCDhWIHlzsAwEby8/iqLw+f+di0/vnixp5NTzBqQjLzlG8AhNIEwd4BoIsjTDc1pn7qRitt5fv2Wsx/GhuUl4+/ZzcL1TtNf0eD36iTRFxIfBOYm8HFmFIGZ/4N5mA8V9Gg7wvgKPoiicx7F0fVoAwT/5EqxOPh9wERfHpaurCzfddBMuueQSTJzoOgRps9nw/vvvY9KkSZg8uc+RymAwYP78+WhubsbatWsBAI2NjVi3bh2uvPJKlJT0fdWlpaXhzjvvxMGDB7F9+/ZAsigqfOuHT3hoHc+virLsBCy9fhTrnFiWncD7Wj7h/p15LsCgbkyMF4NWhb2PXcR7uTdN06iurobJxL1ZY6iDNTkzujAFK//ofVO3/80/z+uL3BmTycSp8YKyTHbXagC4akye33Ljen8XBrHZ4ISSNHx+z2Q8OWcYfn4wsL1xaHBrHCniqIsvx/B4vQZji1J8OhUHy7PXONr3xKJETCwM3Kk+LzkGH9w5AXf4mF4c4MNpn1GYGqfD9wun4fN7JuPCIZ7Td0rgf/PP8/hNzOkfb8+lUNQc00K+cF8ZBwS+5QofgtXJy8cloJTFISDDZf78+Whvb8ebb77pcezAgQPo6uryMGgAYMKECQCAbdu2ufyfz7nhhI/1CQDX8Qj4lJcSw+nsSFHAc1cPRb8ULf4ysxTr/jQVs0flYdGsMiy/dRw+uHOCywPsa4jc2XB55LLBfvMkdPt2htkj8/DhnROwbv5UJAl4COdP74euri7YvXjnSxmFkw+DfAQ047uc3W63c2qM0amx9r4peOnG0Xj9lrH4+5zhPicAdz96Idb9aSpW/nES1tx7Lu45vxTbH54RdJyQ0YUpuHliERI4OlQult/q6ndB09waA/FzeeG6UZy/i2kEOcOneT17zQjWH42maTwyNQ07H5wWULlvWXQBzu2fzjnlxsB3mqQgNRajC1MCfpkz/mOZHO14aI5ru3eOyRQqBuckovqpy1x+E3PDWG/PpVDcHYn9TVlyLVSQ0h8nGJ2dRitieMQ7CudkiOAxvc8++wxvvfUWVq9ejawsT6u/rq4OAFBY6Dn6kJ/v8FWoqqoSfG44ue+C/vjX+qN+z+MTwVOtovDp3ZOxp7YNhamxON1pxLSBmVCrKPT29qIspgulpX1+EAatGjMGe5azL+c355fraB4rPbx9tf7Wj2+JSkVhMo9pk7dvG4/b3/kVgMNJsCw7FhUVp72eb/GyjFop5KfEIj+lb8QkM7GvvnRqFW6fUoz1Bxrx9yuHIyVOhxSnjluKJcd84GqDXARiuFwxMhd/WrHH43d/Ph2B4vzhEKdTo9vsufvxVWM8236sTo2Kf1yKli4Txj75nc97UJQjwvXvz+szVviM1EnN/RcPwriiFIwqTMaRhk488eVBXDwsG8NykzAqNxY3L9+GqjOOKMtC9wEKhKvGcH80rbprEhZ9th8XlGV6RMv2RS9HXUpBYVos1t43Bfvq2pEap8UFHA7szgzOSQR2uwah++M074ZsOOkwWhAj8+XQggyXkydP4ve//z1+97vfYfbs2ZzntLe3AwDi4z2HPmNjHQ2Q8XERci4XztNLANhhMaPRiN7evkiharUaOp0Odrudc+gsJiaGvd7dQtVqtdBoNLh6dC4+3e0I2/zF3edg9iueU1i0lTtKqnu6KXrgosEZ0Gg0sNniYTYZXfJvNpvZPDnrYNDr9T6t3fR4PWw2G8xmM3p6vQ8VcqXtzDlFiew5fMvQaDR6zH1OHZCG6qcug9VqhcViYa83mUycm5119/bVn8FgAEVRPuuGSdcZlUrF+l95K0OVSgWz2QybzbWz02g0uHJ0Hj5362gWziiF0WhkHd64tOp0OqjValitVlYjg7cyHJCmx1WjcrCzth1Lrx+NsgwD/nR+sUvemXQtFgubtr90GYItQyZKrjNms5nV7nzdgHQ9UmO1aHXaYuDxywZh8VdHPPLlrO/e8/vhpQ19HykzB2dBA7tH3Wk0Gmi1WrZ9O0NRFK+6mTEwDecPTENNay9eum44Pvr1JN7bXueqz9Sn17lMTSYTYtV25CTqcarDhESDBh1Gz1Voy64fgekD02E2m9kytJi9R2t1rxur1bVNupeDs1ah7XtmWTq0Wi0y43X46v8muOTh2YuzUWlKwDmlmbBZzLCauctQSDu8YFA6fjjCvTw8QadCb2+vy3NjsVgwNCsGX959Dpsvb+0QAG6dVIR3fz4BABiYFedSHu7t273vCaaPGJaXhMHZ8Y7jFhN6zzZ5rnZ47Zgs/HC4Ac1dZtwysQiDc5NQmhbjcd9g+lnnunHW6SvdwdnxONTgGvpfAxt4rD9Ab68RJh3ls278laH7s8zo8wdvw4Wmadx6661ITk7GCy+84PM85/9zHVOr1YLPFUJdXR0SE/tibCQlJaGgoAAWiwUVFZ4xOoYNG8Ze596Q8vPzkZycjIdmFuL2oWeH1Tsb8fRFWfjrt667C3Ol/aeZA9DQ0IDOzk6X37Ozs5Geno6uri7U1ta6HGtsbERSkmPtf2VlpUf59O/fH4kx3FWnohxz4b093aiursaOCu79KAqStC75TdKr0G5yfanpjWdQUeEwHFNSUpCXlwez2eyhk6IoDB06FICjDN0bcEFBAZKSktDW1oaGhgb297q6OiQkeI5S1Z08iWRLCwBg8ODBUKvVOHXqFLq6XLXk5OQgLS0NXV1d7OgdQ0xMDEpLHcO5XPUyYMAA6PV6NDY2sgY0Q0ZGBqdD43mZFtTU1GDgQMewcFVVlcfDWFJSgtjYWLS1tbEaGVJTU5GbmwuTyeSRpztHGPCv6x1OuseOHfPotAoLC5GYmIi2tjY0Nrq2u8TERBQWFsJms3FqHTJkCCiKwsmTJ9HT47ojbG5uLlJTU9HR0YH6etf9VGJjY1FSUgKapj3SPdlwGjab4yuzpaXF5QPjienpuPerU+zfY5K8G8hVVVWw2+1oaWlz+f3NW8ehvr4era2uMX7S0tKQk5MDk8mEyspKl2NqtWO1GuAIx+Bu2BQVFSEhIQFtbWfwl3PiAcTD3t6A6waqUZJUgMXr+55DrnIE+vqIp2em45e6XkzIj0ErEvD3byvR0WuBQUPhmqGJKFS3o6KiHfHx8SguLobdbkdNdbXXcnDvI86095UHRXnmx2AwoH9/x4iItz7CYDCgqakJZ86ccTmWnp6O7Oxs9Pb2ototTwaNCpcPykZMTAwOHz7sYZwUFxcjPj4eLS0taG52NUa89RG02Xv9n2lrQ0VFhdc+AgASEhJQVFTktX3/9ZJBOFDfgfoz3bhliN7lHG99RF1dXdB9RFZWFnp6enDixAmXYzqdjrOPeHiy451UUpKF2NhYnDp1Ci0tLS7X+uojVCoVhgwZAgCora3l1Ucwmr31EQsmJOLetd0wOwXd7GhugKnH+4ABQ3V1NWzpiV77CAAYNGgQVCoVGhoa0NHR4XIsKysLGRkZ6O7uRk1NDYC+d7E/eBsu//rXv/DDDz9g9erVMBqN7MuJ+dpqbm6GWq1mX0TuHaTzb8xLWci5XLh3XLt27cLYsWORn5/PNkigz/jRarUuv7uTn5/P+UXK5IMZBQKAzDwr4Ga4lJaWon9GM443OSq9X3oc7ppWCspuRWam65I4Jt34+Hg2TzabDV1dXS4vc/dRJcDxYAzN5fZgT4nVQa2i2Icyu8CKpT9vdDknO9GAV28ehZL0Pj3v3ZGFK9xGkQoLC1B61mmQKUOdTue3DLm+BAAgOTkZcXFxrM74+HhotVr8dH86pj27gT1/+uiBrDMbMyKTk5PjtW6cy5DBeSSHK7/MtVlZWUhPd53u0mg0+P156R7Tg2UD+7vMS/fr18+r1vR0x1dtfHw8W3bM//V6vc8yLCgo8FmG7iOUzulzpcvkOS8vz2sZJiYmenztMGVIURRKS0tx3/kq/OfsqMhvzy2DwWBATk4OYmJiXMqlFMDGwQPw7aEmXDg4A5lxGgA1nFr79XP4XKTUVAJwfTmkp6cjJcU17oxG4+iyuMrQOQ+FhYVeyzA1NdXlwwYAGqkzAPoMF+e0bTYbTCYTtFot20eUAhh/dssXrVaLOeNL2C9H53wwZahSqdC/tMRrOWRnZ7v0EbEHzAAchrpWrfKp1VsfAThesKmprtPKTBk6v7gZnV1dXWybKC4u9lqGaWlpHn2ztz7id9o0/Fi1i1N3QkISSktLPfoIZ5gy9Na+DToNVt09mXMUwr2PcO97GALpIwCHce+rbvz1EcnJyS7HxOojYmJiWJ1qtdprH1EKYM/IQdhT34N7PtyFc4qScfH4wagxncC3Xj56GYqLi9nAoEwf4Q5z3+zsbGRkuK6iYsowLi7Op1YueBsuX375JWia9jpFlJGRgaKiInbFkPsXsPNvBQUOJ1am0+JzrhAMBgPnkJNKpfI5FOVrq3ONRsMWNABwJRMTE4OXbx6LG9/4BWlxenxx77lnA3t5HzVSq9UueXJ/KfEdOmNg/FuYdGNigD9MLcHrG/uMvC2LLvBwMhxRFIOKf1yK0oe+Zn+LjfEsR39l6CtugHMZOuss0uux57EL8fGvtRhXlIKsFM+ItELqxh1f+WUedne0AKr+eSnmf7wH3x5swLPXjPRIx5dWR9lz3zeYMtRqtS4drpB0Ay1DinIYwv83YxBSE2JQlBaLgbmOl2FaGnd8kMIY4M7z+gxw9zbIwOSXS5O3ugE8nxt3hJbhBUMMmFRSg/L6drw5d5xH2kx79dXO/JVhQpx3Xw2PulH19Rmasx8i3gikfQPcZej8XIrVDqcM8p4/lVse+LRDbwTS9zCIWYZ88xTMs8wnXS6d3tKd3D8WOx+5kH0v/HH6QPz7B8/n1eU+Oj3bbv3VTTBlyAVvw+X555/3GHIEgD//+c/Yt28f1q9fj5iYGJSVlSEpKYlzNRDzG7NMevz48VCpVNi2bRvuuecen+fKndSzDpQDsxLw84MzoFFRgr3GrVYrayX76iB9wbXqxX1PHW8rI9x/lyp6IpfO5Fgd7vKz63WooSgKL94wGmarXXDcFDHqUm4YtGrc7rSkV4jG+TMGICVWh37psbjrfc+v71QnB+RkCZeJeoOiKHz0h4mw2OweK3zEqkuKovDF/52L2cv8RwV3Lg8hzqnBIGWbvXxkLr7cW+/xe6iDeyrxueQiEJ3O/T9XJO2UWC3OOPmubT7ejGs5YneFAt698dixYzFz5kyP/5ih3JkzZ+Lcc8+FRqPBddddh02bNmHr1q3s9UajEUuXLkVWVhZmzZoFwDEEN3PmTKxatcpl2qelpQVvvvkmRo4cidGjR4ulVXRuP7eY/bdzEDGtWhXQUjeLxYK6ujoPJ0khcMVwcd4r47Lh3vekcYfvMnChiKEzlAg1WoDI0xgIQjTG6TW4+/xSXDKMu/1df04BitNiEaNV463bxoudVd5wLUsWsy65lnh/NW+Kx2//d35/ZCbokaDXYOn1oekDpWyzf7t8COfvoTZcouG5BMTR6bxK9k8zB+AXtw0zfQXqlBpJTM7FixdjzZo1mDVrFhYuXIisrCwsX74c+/fvx8cff+wyzPX8889j0qRJmDJlChYsWAC9Xo9ly5ahtbUVK1eulCJ7ovGXiwYhTqdBbnKM5CG1ubhlYhHe+8XVMYwram5RWhyWXj8KB+s7BI1qeNuTg0AQG71Gje8WToPRapd0Xyo5MjTX048vKVaLzX+9AFa7XRHPYZqXoJhxCtCmVN6YOw5vbanC9EGZmHo2yu/q/zsXz31zBBeUZWL6oNBvZcAgSavJzs7G1q1bsWjRIixduhQWiwXDhw/H2rVrcemll7qcO2zYMGzatAkPPfQQlixZApVKhXHjxuHdd9/lDEwnJ+L0Gvzl4kFhu/+SOcMwOCcRD32+n/2tXzp3BM7Zo/Iwe5T/QHN/vaQMT687jKkDMxAj0YgLgcCFRq1CfAj2qwk3D11ahn98fdjveTqNCrrgtpOTFWMKk7Grps3lt1DEiiEERkFqLB6/fKjLb6MKkvH+nRO8XBE6gjZcNmzYwPl7v379sGLFCl5pjBo1Cl9//bX/Ewke3DihEDE6FRas2IuR+Um4MsAouAx3n1+Ky0fmIDdJmLMUgcCXa8flY+WOOlw7TvrNM+XI7ef2w0s/HEeH0YqXbpTvVLjYXD4y18NwSY4VLyouIXog43QygvH45grK5osrR+fjytHivQSco7pKQaA6Iwmi0TtPXTUCf5hawrkBpxwRuy61ahW2PzwTpztMKEwLjeMtH6Rus7dMLMKbm6pwss0R16U4DNqj4bkElK+TouWw/bJIMHFcdu7ciTFjhO+4SyAQCARpWb65Cr9UtuChSweHdOdqgnIgIy4EAoFACBm/m9KP3eyRQAgEZY4jRSi9vb0oLy/3u4dQpBMNOolG5UB0Kodo0AgoXycxXAgEAoFAIEQMxHAhEAgEAoEQMRDDhUAgEAgEQsRADBcCgUAgEAgRA1kOLSPsdjssFgu0Wq1i198D0aGTaFQORKdyiAaNgPJ1kuXQMkKlUnlub69AokEn0agciE7lEA0aAeXrVJ4pFsGYzWbU1tbCbDaHOyuSEg06iUblQHQqh2jQCChfJzFcZITNZkN7eztsNlu4syIp0aCTaFQORKdyiAaNgPJ1EsOFQCAQCARCxEAMFwKBQCAQCBGDopxzmfDGhw4dCnNOAsNoNKKurg4dHR0wGAzhzo5kRINOolE5EJ3KIRo0ApGts6ysDLGxvncOV5ThUl1dDQC4+eabw5sRAoFAIBAIguETzkRRcVyam5vxzTffoLi4GDExMeHOjmAuv/xyAMCXX34Z5pxISzToJBqVA9GpHKJBIxDZOvmMuCjKcIl0SkpKAACVlZVhzom0RINOolE5EJ3KIRo0AsrXSZxzCQQCgUAgRAzEcCEQCAQCgRAxkKkiAoFAIBAIEQMZcSEQCAQCgRAxEMOFQCAQCARCxEAMFwKBQCAQCBEDMVwIBAKBQCBEDMRwIRAIBAKBEDEQw4VA4AGz+E6p28QzNDU14d5778U333wT7qwQCLyIhmeTPJeuEMNFQrZv345jx46hu7s73FmRlNWrV4c7C5LAdIhLlizBwoULAQAqlXIfmYcffhjZ2dl4+eWXcerUqXBnRxLIM6kMounZjIbnUjA0QXQ++eQTuqSkhE5LS6N1Oh193nnn0StWrAh3tiRhxYoVNEVR9KZNm8KdFUk4c+YMrdFoaI1GQ+/cuZOmaZq2Wq1hzpW4/Pe//6UzMjLo7Oxs+txzz6W1Wi29bt26cGdLVMgzqTyU/mxGw3MZKMo0UcPIu+++i3vuuQfnn38+/vGPf2Dx4sWoq6vDzTffjBdffJH90qMjPO4fk/+DBw8CAJ599llYrdZwZkkSKisrkZiYCJvNhscffxwAoFarw5wrcdi5cyfGjx+PO+64A5dddhm++eYbXHXVVbBarexeJ0qAPJPKRKnPZrQ8l0ERXrtJOdjtdrq3t5eePHkyPXr0aLqyspI9tmfPHnr69Ol0UlIS/cYbb4Qxl+LS29tLT58+ndbpdDRFUfR///vfcGdJNOx2O03TNL1jxw5aq9XSBQUFtEajoVeuXEnTdGR/2dntdvqxxx6jKYqiL7roIvrLL7+kW1tbaZqm6QcffJCmKIrevXt3eDMpAuSZVNYzyaDUZzNanksxIIaLiDQ2NtI6nY5+7rnnaJqmaYvFwh4rLy+nDQYDXVZWRpeXl9M03fcARgJced2yZQttMBjoK664gu7fvz/dv39/9kGLNLzVxXvvvUePGjWKfvvtt2mKoujRo0fTZrOZpmmattlsocyiaFitVvqLL76gX3vtNbq2ttbl2MMPP0wnJiZ6/B6pkGcycp9Jhmh5NqPpuQwWMlUUIEaj0eO3+vp6aLVaHD58GACg0WgAOIZwhw4disWLF+PIkSN4/fXXAQAURYUuwwHC6HTOq91uR1dXFxYuXIjCwkK8/PLLuPnmm1FRUYGlS5eGK6sB4a6PPjvcbrfb2f/X1dXhtttuw9y5c7Fnzx78+9//djknEnBur2q1GrNmzcLvfvc75Ofnu5zX3t6Ozs5OnDx5MtRZDBryTCrjmWSIhmczGp5LKSCGSwDceOONeOihh9hGxzxQo0aNQkJCAvbt24fKykr2GPPgPfDAAygpKcEnn3yCrVu3ulwrN44cOYLf/e53uOOOO/DnP/8ZX3/9NXtMpVIhPj4enZ2duOyyy5CXl4err74a55xzDp5//nkcOXIkjDnnhzd9TF0xKxT279+PnJwcAI76S01Nxb///W80NDRAo9GgqakJgHw7Sm86tVqtiz8Ak/+BAwe6/B0pkGcy8p9Jhmh4NqPluZSMcA31RCJ2u522WCx0//796eLiYvrXX39ljzFD0H/9619pg8FAf/zxxy7XMvOuH3zwAU1RFL148WLZDWfa7XbabrfT//nPf+j4+Hh6xIgR9Lhx4+j4+Hiaoij6qaeeouvr69nznX0GaJqmX375ZVqtVtM33XRTqLPOCyH6mCHnefPm0eeeey7d09ND0zRNP/744zRFUfRNN91Ez507l77kkktok8kUNk1cCNHp3gZfe+01mqIo1l9A7lMn5JmM7GeSIRqezWh6LqWGGC4CaWlpoePi4miKoug777yTbm9vdzm+fft2OiMjg549ezZ94sQJj+vb29vpoUOH0rNmzaJtNpvsOsqamhq6tLSUnjt3Ln3kyBGapml679699A033EBTFEU/8MAD7LlMx890JI2NjfScOXNoiqLo9evXhz7zPBCij6Zp+vLLL6d/85vfsH+3trbSGRkZtFqtpouLi+nvvvuO7u7uDqkGPgjRyXSoNE3T3333HU1RFP3II4/Irm16gzyTkf1MMkTDsxlNz6WUEMOFJ0xjeeaZZ2iKoujJkyfTWq2W/vLLL13Oa29vpxcsWEBrtVr6tddeYzsQpgF2d3fTt9xyC52cnMx+KciJZ599lqYoiv7xxx/Z35iv2uHDh9MajYZ+//33aZp29d5n9H3++ed0amoqPXnyZFl97TAI0Wc0GulzzjmHXrBgAU3TjrgKxcXFdEJCAk1RFD1t2rQwKOBHoPXY3NxM5+Xl0XfccYfHMblBnkllPJMM0fBsRsNzGQqI4SKA06dP08OHD6cnTZpEv//++3R2djZ9/vnn06dOnXI5b8eOHfSQIUPooUOH0j/88ANN064N7frrr6f79+9PNzU1hTT/vmA6uaeeeoqOjY1l82a1Wtm8b968mdZoNPTQoUPptrY2mqb7Xh7M9Uajkb777rtpiqLo119/PdQyvOKu7/Tp0zRNc+sbMmQIuxJj8ODB9DXXXEPPnDmT1mq19B//+Ef6yJEj9IwZM2iKougPPviApmnX1SrhRKhO93o8ffo0PWPGDDorK4s9X87D0uSZjNxnkiEans1oey6lhhguAmDmGTdu3EjTNE3/5S9/oSmKol9++WWXTtBisdArVqygVSoVfcEFF9AHDx5kj5WXl9NFRUX0zTffLMuG989//pOmKIp+9913aZr2fDjuuusumqIo+u9//7vHceYh27p1Kz1kyBC6oKDAZf5dDvDV99RTT9Emk4lOTU2l1Wo1fckll9A//vgj3dHRQdO0Q6NOp6PT09Pprq6ukOvwRzD1+Oc//5mmKIr+6KOPOK+VE+SZjPxnkiEans1oeS6lhhguPGAaSGtrK71gwQL2Afnll1/okSNH0gMGDGDnK51ZsmQJTVEUPXjwYPrZZ5+l//Of/9BXXHEFnZmZKbv5ZqaD27NnD+vgxvgK2O129nhdXR2dlJREDx8+nK6pqWGPu8METGIesnAjVN/QoUPp/2/vzoOqKv84jn8eUBYvKovBpI5C5W7mUqZoxphOLum4a5Na0qQ5meJUmo6lWGpO5VK55ELmmlupaWlaSUOmpqapFKBgChKDCogKLtzP7w9/58gVyQ3ucp7va8aZupdr5z33Hvree859TkFBARcuXMilS5ea75CKe+GFF9i7d29euHDBbX6J3M/zaBxCOXToEJVSfPHFF813fu5G9knP3ycNOuybuuyXziKDyx261QlRRUVFnDFjBr28vDh27FgWFBSU+NmlS5eycePG9PPzY0hICFu0aMFff/3Vadt9N4wdvEuXLgwNDeWWLVsc7jfewb711ltUSt3yWi9G+6lTp3j06NFy3uK7c7d933zzDcmSz73x0bO7ni9wP8+j8dj27du7/fVuZJ/0/H3SoMO+qct+6QzaDi45OTmMj49nYmIis7KySN75R2/Fz/ZOTk7ms88+y8DAQIdffsV3qPPnzzMjI4MHDhwow4I7k5+fz+zs7Ls6u37btm2sUKECBw4caJ4rULw5KSmJPj4+/OSTT0i6dpVKZ/S5wzs2Zz+PP//8M5ctW1aGBbd3L40GT9onc3JyOH78eO7atavEdpXGk/ZJgzM6Xb1vOvu5dMV+6Y60HFwmTpzI0NBQBgUF0dfXl82bNzePkd+LFStWsHLlyuzXrx9zcnLKbkPv0+TJk1mvXj0+/PDDDA8P59y5c3nmzBmS/31Wen5+PgcNGkR/f3/OmzfPvN14TFpaGqtUqcKRI0eWb8BtWL3PoEPnvTaWxl33SZKcOXMmlVIcMWKE+QnB7f4H7EnPpUGHTh0a3ZFWg0t6ejq7dOnC4OBgjhkzhvPnz+e4ceNYuXJlhoeHO3xF7U4YL9CsrCwOGTKEvr6+XLduncvfBWRnZ7Nbt24MCwvj6NGjGRMTw1atWlEpxddff73UxxXf7sTERD744IN8+OGH+eOPPzr83K5duxy+oeDsXqv3GXTovNfG0rjrPlncK6+8QqUUGzdubB7yKG37POm5vJkOnTo0uiOtBpfFixfT39+fs2bNcrjw2NKlS1mpUiW++eabJB0/miv+ojl48KB5wtTNtm/fztDQUD7yyCPmoSdXWbduHQMCAvjpp5+aJy3m5+ezdu3aDAkJYXJyconH3NyZl5fHzZs3UynFiIgIJiQk8OTJkzxw4AB79uzJRx99lMeOHXNaU3FW7zPo0FkWjZ6wT5I3zr+Ijo5mSEgIlVLs06eP+cnSzYcZPO25NOjQqUOjO7Ps4GK8UIqvZdCrVy/WqFHD/Bnjo7nDhw/TZrOxUaNGJR5PXj9m3rlzZ9psNu7YseOW/50LFy5w8uTJnDNnTvkEleLmzmvXrjE6OpqBgYHmzxhnpb/xxhu02WzMzMws8TjyRmelSpXMb1h89tlnrFOnDpVSrF69OmvVqsXg4GCuXLlS+sqQDp3l0egJ++TNmjVrxjFjxnDw4MH08vL6z7VV3PW5JPXo1KHRE1l2cCksLCxxW2RkJMPCwkos+22321m9enW2bNmSubm5Dr/43nzzTfr4+LBly5Zcu3btLVfWvN2LuzzdqrNDhw4MDQ3lkSNHzNvOnTvHtm3bsmnTpszMzHRYFj0/P79Ep/Hu1263Mzs7mx999BHHjh3LKVOmOHVtBKv3GXToLK9GT9gnyevvwgsKCvj4449z4sSJTElJob+/PyMjI82vbhvv1G/1u8ednktSj04dGj2R5QaX77//nn369GHPnj05ZMgQh7UZRo4cyXbt2jEjI8PhMYcPH6a3tzfbt2/vcPu7777LkJAQzpo1q8RKnK72X52rVq3ihAkTmJ+fb95mrF9Rs2ZN1q5dmy1btjRXEH3//fcZFBR0y05XfTvB6n0GHTqd1ehq/9VZfIAKCgri4sWLSV6/AKRSihMnTnT4u6ZMmeKWzyWpR6cOjZ7MMoNLVlYWe/XqxYoVK7J58+Z87LHH6OfnR5vNxri4OBYVFfHcuXMO3zAwXoBz5841V2Qkb3xcfeHCBaamprrVdSFu13nlypUS7zITExOplGJ0dDSnTZvGwYMHmyckx8fH88qVK27TafU+gw6dOjSSt+8svqbI8ePHWa1aNW7YsIEkmZmZyfDwcNatW5efffYZe/fuza1bt7KwsFA6XUCHRiuwxOBy7do1jhkzhsHBwVy4cCFPnDhBkvzhhx/YqFEj1q9f3+Fy9wbjBKu+ffvSz8/PXNTHXc/ivl1ngwYNHDqLiorMll27dpknjpHkmjVrGBAQwOHDh7vFtTxI6/cZdOjUoZG8+86UlBRWrFjR4bycjz76iEopKqXYoUMHHj9+3O1+B+nQqUOjVVhicDl58iSDgoL4wgsvONx+6dIl89oQmzZtIllyKDl37hyrVq3Kxo0blzhW7m4T8v10Fme325mens6GDRvyscceK89NvitW7zPo0KlDI3l3neT1QxABAQHMyMjg1atXGRsbS39/f9psNgYEBHDJkiXOTrgjOnTq0GgVXrCAf/75B7m5uWjQoAEAgCQAwN/fHzabDQBw8OBBAIBSyuGxX3/9Nc6fP48+ffrA398fAFBYWIjdu3dj+fLlOHnypJMqbu9eOouKiszHk0RRURGUUqhRowby8/MRFhaGS5cuObGidFbvM+jQqUMjcHedBn9/f6xatQr169fHp59+itjYWMTFxeHixYvYsGEDsrOzAQB2u915IbehQ6cOjVbhUYPL2bNnsW/fPvzzzz+4cuWKeXt4eLh5/6VLl6CUwrVr1wDA/Lm6desCuPFiNP5506ZN8PX1RZcuXQAASUlJmD17Njp37oyJEyc6/HecpSw7vb29cfbsWaSlpUEpBW9vbxQUFGD58uVIT09H9+7dUalSJSfWWb/PoEOnDo1Gx/12AkBqairOnDmDKVOmoF27dvjpp58QExODfv36ITo6Ghs3bsTixYsBAF5ezv/1rEOnDo2W5+yPeO7V+PHjGRISwpCQEAYEBLB3797m4lTGlUKTkpLMs7SNwzzPP/88lVLmtSQMdrudBQUFrF27Nps1a8bk5GQuW7aMzZo1o5eXl7kYnbOVdefff//NRo0aMSIiggsWLOAvv/zCRYsWsV69emzbtm2pi3dJ3/3RoVOHRrJsOo3DYRkZGXz11Ve5bdu2El97PXr0KKtUqfKfa4GUJx06dWjUgdsPLleuXOHQoUNZvXp1xsbGctGiRXzttddYqVIl1qtXj999912pj83JyWF4eDhr1Khxy6uFpqWl0dvbm7Vq1WL37t2plGLXrl156tSp8ky6pfLqzMvL4/z5883VHatWrUofHx92796d//77b3lnmazeZ9ChU4dGsvw6jStWG4qf4+OKNTx06NShUSduP7j8+eeftNlsHDlypMNaD1u2bGFwcDBbtGjB3bt3kyx5Mu3KlSuplOKoUaNuef+RI0dYrVo1KqXYpEkTh+/qO1t5dpLkH3/8wc2bNzMuLo779+8vv5BSWL3PoEOnDo1k+Xe6y7dNdOjUoVEnbj+4rFmzhkop/v333yQdXzTz58+nUooDBgxwuDKn8TMDBw6kj48Pt27daj7G+JZCZmYmz5w5w2eeeYZffPGF84JKUR6dGRkZPH78uBMrSmf1PoMOnTo0kuXXmZaW5ryIO6BDpw6NOnGrwWXNmjVctmwZt2zZYh5j/Pzzz6mU4urVq0mWXGmwXbt2VEqZ13YwJt9Lly4xLCyMdevW5cWLF0levxLtmjVr+OSTT/Lll1/m1atXXTIpO7Nz6NChDkumO4PV+ww6dOrQSEqnlTp1aNSdWwwuGzZsYO3atRkUFEQ/Pz8qpdixY0fu2bPHXElz1KhRDteNMKbh/fv3m+emnD171rx/27ZtVEpxxIgRJMmdO3eyf//+9Pb2ZuvWrZmamurcSFq/0+p9Bh06dWgkpdNKnTo0iutcPrjExcUxKCiIAwYM4Pr167ljxw5Onz6dSik++eSTPHHiBKOiotiwYUMePHjQ4bHG1Pz888/TZrNx8+bN5n2xsbFUSnH8+PGcOnUqbTYba9WqxY0bNzq1z2D1Tqv3GXTo1KGRlE4rderQKG5w6eCSl5fHpk2bsmnTpuZX0gzDhg2jUoqLFi3iokWLqJTitGnTzI/r7Ha7+XFeQkICK1asyBkzZpiPN1Y6VErR19eXU6dOdV7YTazeafU+gw6dOjSS0klap1OHRuHIpavi5OXl4dChQxgyZAjq1KkDu91uLvjz1FNPGevMoFOnTnjiiSewcOFC7Nu3D8D11TbV/1fcrF69Oh588EEkJCSYf3dRURG8vLwwfPhwZGdnY9y4cU6uu8HqnVbvM+jQqUMjIJ2AdTp1aBSOXDq4GMvpHzhw4PrGeHnB29sbAJCfnw/g+iqGNWrUwKhRo3D69GksWLAAaWlpAG6sZhgREYHCwkKEhobi6tWrAIBevXohOTkZc+bMQeXKlZ3adTOrd1q9z6BDpw6NgHQC1unUoVHcxHUf9lz/mK5169ZcsGCBwwlTJDlp0iQqpcwrb+bk5HD06NFUSvH11183j0tevnyZX331FStUqOC2F7WyeqfV+ww6dOrQSEonaZ1OHRqFI5efnHvzFZnJ66scRkVFMSAgwGHFzKKiInbo0IFKKfbo0YMff/wxZ8yYwYYNGzIyMpLp6enO3PS7YvVOq/cZdOjUoZGUTit16tAobnD54FKcMf3u3buXvr6+7NatG69du8aioiJzYaBTp07xgw8+YNWqVVmlShWGhIRwwIABDl9hc3dW77R6n0GHTh0aSem0UqcOjbpzq8HF8OGHH1IpxXnz5jncXlhYaF4rIiMjg0lJSTx27JgrNrFMWL3T6n0GHTp1aCSl00qdOjTqSpH/v6a8m7h8+TLatGmDw4cPIzMzE8HBwbDb7UhNTcXGjRuRm5uL9957z9Wbed+s3mn1PoMOnTo0AtJppU4dGnXm0m8V3cqhQ4eQnJyMrl27Ijg4GOnp6Vi9ejX69++Pt956Cz4+Pq7exDJh9U6r9xl06NShEZBOK3Xq0KizCq7eAANJKKVw/PhxXLhwAeHh4fjll18wc+ZMbNy4Ec8++yxSU1MRHh7u6k29L1bvtHqfQYdOHRoB6bRSpw6Nwo0GF2MRoMTERADA77//jri4ODzwwAPYtm0bOnbs6MrNKzNW77R6n0GHTh0aAem0UqcOjcINDxXVrFkTAPDXX38hNjYWKSkplnyxWb3T6n0GHTp1aASk00p0aNSZ252cu3v3bsTHxyMmJga+vr6u3pxyY/VOq/cZdOjUoRGQTivRoVFnbje4GMcorc7qnVbvM+jQqUMjIJ1WokOjztxucBFCCCGEKI3bneMihBBCCFEaGVyEEEII4TFkcBFCCCGEx5DBRQghhBAeQwYXIYQQQngMGVyEEEII4TFkcBFCCCGEx5DBRQhR5iZNmgSl1B3/CQ8Ph1IKMTExrt50IYSbc5uLLAohrCMqKqrEbTt37kR8fDyefvrpEvcHBgYiNzcXrVq1cs4GCiE8lgwuQogyFxUVVWI4mTRpEuLj4xEVFYVJkya5ZLuEEJ5PDhUJIYQQwmPI4CKEcLklS5aUOMflpZdeglIKx44dwzvvvIOIiAj4+fmhTp06mDVrFgAgMTER3bp1Q9WqVVGtWjU899xzSEpKKvH3Z2VlISYmBg899BB8fX0RGhqKvn374uDBg84JFEKUGTlUJIRwa/3790d6ejr69u0Lu92OL7/8EqNHj8aJEycQFxeH5s2bY9iwYdi7dy+2bNmCo0ePIjExEf7+/gCAlJQUREVF4fTp0+jYsSP69OmDrKwsrF27Ft9++y3Wrl2Lbt26ubhSCHGnZHARQri1zMxM/PnnnwgLCwMAtGnTBgMHDsTs2bMxZswYTJ8+HQBAEu3atUNCQgLi4+PRqVMnAMCgQYNw+vRprF69Gv369TP/3nHjxqFVq1YYPHgw0tLSEBgY6PQ2IcTdk0NFQgi3Fh0dbQ4tAPD0008DAJRSmDBhgnm7UgqRkZEAgLS0NADA/v37sWfPHnTs2NFhaAGA+vXrY/jw4cjNzcXq1avLO0MIUUbkExchhFurX7++w78HBAQAAEJDQ1G5cmWH+4zDQ5cvXwYA7NmzBwCQl5d3y28ypaSkAAD27duHYcOGlel2CyHKhwwuQgi3ZgwqN/Pz87vtY3NycgAAe/fuxd69e0v9uXPnzt3bxgkhnE4OFQkhLMv4RGbChAkgWeqf9evXu3hLhRB3SgYXIYRltWjRAsCNQ0Y3+/bbbzF+/HgkJCQ4c7OEEPdBBhchhGVFRkaicePG2L59O5YsWeJw34kTJzB06FBMmzYNXl7yq1AITyHnuAghLEsphRUrVuCZZ57BkCFDsGTJEjz++OPIycnBunXrcP78ebz99tvmt5GEEO5PBhchhKU1adIEf/zxBz744AN89913+O233xAYGIgWLVpg5MiR6NGjh6s3UQhxFxRJunojhBBCCCHuhBzYFUIIIYTHkMFFCCGEEB5DBhchhBBCeAwZXIQQQgjhMWRwEUIIIYTHkMFFCCGEEB5DBhchhBBCeAwZXIQQQgjhMWRwEUIIIYTHkMFFCCGEEB5DBhchhBBCeAwZXIQQQgjhMWRwEUIIIYTH+B905VUIXznQ8wAAAABJRU5ErkJggg==", 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", 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" ] @@ -270,7 +270,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -290,7 +290,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -300,13 +300,13 @@ " )" ] }, - "execution_count": 8, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -328,7 +328,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -338,7 +338,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -348,13 +348,13 @@ " )" ] }, - "execution_count": 11, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -369,7 +369,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -379,7 +379,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -389,13 +389,13 @@ " )" ] }, - "execution_count": 9, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -419,30 +419,30 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Performing spectral analysis on individual series: 100%|██████████| 200/200 [1:04:46<00:00, 19.43s/it]\n" + "Performing spectral analysis on individual series: 100%|██████████| 10/10 [01:02<00:00, 6.25s/it]\n" ] } ], "source": [ "psd = pyleo_series.spectral(method='lomb_scargle')\n", - "psd_sig = psd.signif_test(method='CN')" + "psd_sig = psd.signif_test(method='CN',number=10) # This number should be much larger for actual science applications" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -454,18 +454,11 @@ "source": [ "fig, ax = psd_sig.plot(title='PSD using Lomb-Scargle method')" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "pyleo", + "display_name": "pyleo_test", "language": "python", "name": "python3" }, @@ -479,7 +472,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.10" + "version": "3.12.7" } }, "nbformat": 4,