From 294aa05df75c2e79438353b877d938ec418ef60b Mon Sep 17 00:00:00 2001 From: "Rahul Patnala (patnalap)" Date: Tue, 26 Apr 2022 17:48:28 +0100 Subject: [PATCH] Working code The relevant code of ARIMA --- MLProject/ArimaLongTerm.ipynb | 2840 +++++++++++++++++ MLProject/ArimaShortTerm.ipynb | 2256 +++++++++++++ MLProject/datasets/AXISBANK.csv | 5307 +++++++++++++++++++++++++++++++ 3 files changed, 10403 insertions(+) create mode 100644 MLProject/ArimaLongTerm.ipynb create mode 100644 MLProject/ArimaShortTerm.ipynb create mode 100644 MLProject/datasets/AXISBANK.csv diff --git a/MLProject/ArimaLongTerm.ipynb b/MLProject/ArimaLongTerm.ipynb new file mode 100644 index 0000000..8255320 --- /dev/null +++ b/MLProject/ArimaLongTerm.ipynb @@ -0,0 +1,2840 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "e0728f81", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:48.263785Z", + "iopub.status.busy": "2021-10-11T10:08:48.261962Z", + "iopub.status.idle": "2021-10-11T10:08:49.671715Z", + "shell.execute_reply": "2021-10-11T10:08:49.670514Z", + "shell.execute_reply.started": "2021-10-11T09:31:20.019264Z" + }, + "papermill": { + "duration": 1.430706, + "end_time": "2021-10-11T10:08:49.671916", + "exception": false, + "start_time": "2021-10-11T10:08:48.241210", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "## For long term data analysis\n", + "\n", + "import numpy as np \n", + "import pandas as pd\n", + "import os\n", + "from subprocess import check_output\n", + "import warnings\n", + "\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import plotly.graph_objects as go\n", + "from statsmodels.graphics.tsaplots import plot_acf, plot_pacf\n", + "from pandas.plotting import lag_plot\n", + "\n", + "import datetime\n", + "from statsmodels.tsa.arima_model import ARIMA\n", + "from sklearn.metrics import mean_squared_error\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d6293283", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:49.712699Z", + "iopub.status.busy": "2021-10-11T10:08:49.711865Z", + "iopub.status.idle": "2021-10-11T10:08:49.715412Z", + "shell.execute_reply": "2021-10-11T10:08:49.715965Z", + "shell.execute_reply.started": "2021-10-11T09:31:21.362228Z" + }, + "papermill": { + "duration": 0.027509, + "end_time": "2021-10-11T10:08:49.716182", + "exception": false, + "start_time": "2021-10-11T10:08:49.688673", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import warnings\n", + "warnings.filterwarnings('ignore')" + ] + }, + { + "cell_type": "markdown", + "id": "4fe9752d", + "metadata": { + "papermill": { + "duration": 0.016402, + "end_time": "2021-10-11T10:08:49.841575", + "exception": false, + "start_time": "2021-10-11T10:08:49.825173", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "#### Load Dataset " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "47993f32", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:49.881482Z", + "iopub.status.busy": "2021-10-11T10:08:49.880679Z", + "iopub.status.idle": "2021-10-11T10:08:49.950455Z", + "shell.execute_reply": "2021-10-11T10:08:49.951013Z", + "shell.execute_reply.started": "2021-10-11T09:31:21.417472Z" + }, + "papermill": { + "duration": 0.093749, + "end_time": "2021-10-11T10:08:49.951217", + "exception": false, + "start_time": "2021-10-11T10:08:49.857468", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#Read the Dataset\n", + "df = pd.read_csv(\"datasets/AXISBANK.csv\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "85c7318c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateSymbolSeriesPrev CloseOpenHighLowLastCloseVWAPVolumeTurnoverTradesDeliverable Volume%Deliverble
02020-01-01AXISBANKEQ754.10754.90759.95747.20748.75748.70751.8149177483.697221e+1480824.0988375.00.2010
12020-01-02AXISBANKEQ748.70750.00759.00747.60756.00756.95753.8251560463.886739e+1488337.01572942.00.3051
22020-01-03AXISBANKEQ756.95753.15756.25740.50742.40742.95746.3384897296.336165e+14139161.03834757.00.4517
32020-01-06AXISBANKEQ742.95739.45739.60721.70722.00723.25728.6663561984.631502e+14117943.02157855.00.3395
42020-01-07AXISBANKEQ723.25728.00738.00721.05726.95725.75728.4091033606.630907e+14123724.02595354.00.2851
................................................
3272021-04-26AXISBANKEQ671.35694.00703.80684.50699.50700.45695.33216461841.505120e+15286480.05949937.00.2749
3282021-04-27AXISBANKEQ700.45691.10703.90684.10700.90699.55692.83465599673.225830e+15289445.018080082.00.3883
3292021-04-28AXISBANKEQ699.55708.00712.50688.15705.95708.15701.92540605873.794635e+15507747.017851331.00.3302
3302021-04-29AXISBANKEQ708.15712.00726.90707.00717.10719.40717.41259393271.860920e+15312079.07357520.00.2836
3312021-04-30AXISBANKEQ719.40705.00729.85705.00711.65714.90719.36230116541.655365e+15232879.06786072.00.2949
\n", + "

332 rows × 15 columns

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" + ], + "text/plain": [ + " Date Symbol Series Prev Close Open High Low Last \\\n", + "0 2020-01-01 AXISBANK EQ 754.10 754.90 759.95 747.20 748.75 \n", + "1 2020-01-02 AXISBANK EQ 748.70 750.00 759.00 747.60 756.00 \n", + "2 2020-01-03 AXISBANK EQ 756.95 753.15 756.25 740.50 742.40 \n", + "3 2020-01-06 AXISBANK EQ 742.95 739.45 739.60 721.70 722.00 \n", + "4 2020-01-07 AXISBANK EQ 723.25 728.00 738.00 721.05 726.95 \n", + ".. ... ... ... ... ... ... ... ... \n", + "327 2021-04-26 AXISBANK EQ 671.35 694.00 703.80 684.50 699.50 \n", + "328 2021-04-27 AXISBANK EQ 700.45 691.10 703.90 684.10 700.90 \n", + "329 2021-04-28 AXISBANK EQ 699.55 708.00 712.50 688.15 705.95 \n", + "330 2021-04-29 AXISBANK EQ 708.15 712.00 726.90 707.00 717.10 \n", + "331 2021-04-30 AXISBANK EQ 719.40 705.00 729.85 705.00 711.65 \n", + "\n", + " Close VWAP Volume Turnover Trades Deliverable Volume \\\n", + "0 748.70 751.81 4917748 3.697221e+14 80824.0 988375.0 \n", + "1 756.95 753.82 5156046 3.886739e+14 88337.0 1572942.0 \n", + "2 742.95 746.33 8489729 6.336165e+14 139161.0 3834757.0 \n", + "3 723.25 728.66 6356198 4.631502e+14 117943.0 2157855.0 \n", + "4 725.75 728.40 9103360 6.630907e+14 123724.0 2595354.0 \n", + ".. ... ... ... ... ... ... \n", + "327 700.45 695.33 21646184 1.505120e+15 286480.0 5949937.0 \n", + "328 699.55 692.83 46559967 3.225830e+15 289445.0 18080082.0 \n", + "329 708.15 701.92 54060587 3.794635e+15 507747.0 17851331.0 \n", + "330 719.40 717.41 25939327 1.860920e+15 312079.0 7357520.0 \n", + "331 714.90 719.36 23011654 1.655365e+15 232879.0 6786072.0 \n", + "\n", + " %Deliverble \n", + "0 0.2010 \n", + "1 0.3051 \n", + "2 0.4517 \n", + "3 0.3395 \n", + "4 0.2851 \n", + ".. ... \n", + "327 0.2749 \n", + "328 0.3883 \n", + "329 0.3302 \n", + "330 0.2836 \n", + "331 0.2949 \n", + "\n", + "[332 rows x 15 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Assigning time period for the dataframe\n", + "df['Date'] = pd.to_datetime(df['Date'])\n", + "df = df[(df['Date'].dt.year >= 2020)].copy() #All data from 2020\n", + "df.index = range(len(df))\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "1564b4b6", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:50.000537Z", + "iopub.status.busy": "2021-10-11T10:08:49.999693Z", + "iopub.status.idle": "2021-10-11T10:08:50.003016Z", + "shell.execute_reply": "2021-10-11T10:08:50.003499Z", + "shell.execute_reply.started": "2021-10-11T09:31:21.492739Z" + }, + "papermill": { + "duration": 0.036039, + "end_time": "2021-10-11T10:08:50.003718", + "exception": false, + "start_time": "2021-10-11T10:08:49.967679", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Date Symbol Series Prev Close Open High Low Last \\\n", + "0 2020-01-01 AXISBANK EQ 754.10 754.90 759.95 747.20 748.75 \n", + "1 2020-01-02 AXISBANK EQ 748.70 750.00 759.00 747.60 756.00 \n", + "2 2020-01-03 AXISBANK EQ 756.95 753.15 756.25 740.50 742.40 \n", + "3 2020-01-06 AXISBANK EQ 742.95 739.45 739.60 721.70 722.00 \n", + "4 2020-01-07 AXISBANK EQ 723.25 728.00 738.00 721.05 726.95 \n", + "\n", + " Close VWAP Volume Turnover Trades Deliverable Volume \\\n", + "0 748.70 751.81 4917748 3.697221e+14 80824.0 988375.0 \n", + "1 756.95 753.82 5156046 3.886739e+14 88337.0 1572942.0 \n", + "2 742.95 746.33 8489729 6.336165e+14 139161.0 3834757.0 \n", + "3 723.25 728.66 6356198 4.631502e+14 117943.0 2157855.0 \n", + "4 725.75 728.40 9103360 6.630907e+14 123724.0 2595354.0 \n", + "\n", + " %Deliverble \n", + "0 0.2010 \n", + "1 0.3051 \n", + "2 0.4517 \n", + "3 0.3395 \n", + "4 0.2851 \n", + "(332, 15)\n", + "Index(['Date', 'Symbol', 'Series', 'Prev Close', 'Open', 'High', 'Low', 'Last',\n", + " 'Close', 'VWAP', 'Volume', 'Turnover', 'Trades', 'Deliverable Volume',\n", + " '%Deliverble'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "print(df.head())\n", + "print(df.shape)\n", + "print(df.columns)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "96213729", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date 0\n", + "Symbol 0\n", + "Series 0\n", + "Prev Close 0\n", + "Open 0\n", + "High 0\n", + "Low 0\n", + "Last 0\n", + "Close 0\n", + "VWAP 0\n", + "Volume 0\n", + "Turnover 0\n", + "Trades 0\n", + "Deliverable Volume 0\n", + "%Deliverble 0\n", + "dtype: int64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.isnull().sum() " + ] + }, + { + "cell_type": "markdown", + "id": "0d95c58c", + "metadata": {}, + "source": [ + "#### Volume weighted average percentage for 16 months" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "a39058af", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:50.522400Z", + "iopub.status.busy": "2021-10-11T10:08:50.521170Z", + 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"bgcolor": "white", + "lakecolor": "white", + "landcolor": "white", + "showlakes": true, + "showland": true, + "subunitcolor": "#C8D4E3" + }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "light" + }, + "paper_bgcolor": "white", + "plot_bgcolor": "white", + "polar": { + "angularaxis": { + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "" + }, + "bgcolor": "white", + "radialaxis": { + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + }, + "yaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + }, + "zaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + }, + "baxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + }, + "bgcolor": "white", + "caxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#EBF0F8", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#EBF0F8", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "VWAP of AXISBANK Data" + }, + "width": 1000, + "xaxis": { + "title": { + "text": "Date" + } + }, + "yaxis": { + "title": { + "text": "VWAP" + } + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Volume weighted average percentage for 16 months\n", + "fig = go.Figure([go.Scatter(x=df['Date'], y=df['VWAP'])])\n", + "fig.update_layout(\n", + " autosize=False,\n", + " width=1000,\n", + " height=500,\n", + " title='VWAP of AXISBANK Data',\n", + " template=\"plotly_white\",)\n", + "fig.update_xaxes(title=\"Date\")\n", + "fig.update_yaxes(title=\"VWAP\")\n", + "fig.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "a5544282", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:51.413521Z", + "iopub.status.busy": "2021-10-11T10:08:51.404153Z", + "iopub.status.idle": "2021-10-11T10:08:51.685831Z", + "shell.execute_reply": "2021-10-11T10:08:51.685080Z", + "shell.execute_reply.started": "2021-10-11T09:31:22.499789Z" + }, + "papermill": { + "duration": 0.517666, + "end_time": "2021-10-11T10:08:51.686015", + "exception": false, + "start_time": "2021-10-11T10:08:51.168349", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'AXISBank Autocorrelation plot')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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b1evOPi00pJ2zaV0qY8Ry7LIEAKCAos6s/PQt9y/Vkrmk6/fWNPGMEynsTxmBDACAHOvm8O2b7jwQWdhPIEsXgQwAgJyKc/h2c2CLanRVm5vXlqk9S2Gum5CHwSCQAQCQU+0O324Eq+bA1k5z89jr99bahrxuEO7iIZABAEor72Gh0+HbYYGtnfmFRX3maw9osaVpfK/LmnFm8FDHLksAQCk1wkItWMprhIU8nfnY6fDtXnqMtYaxhl4eq90MHpZjhgwAUEqdlvuGqZuZuubbnjBaUWXEtLB4NEQ1H769fmw09Ail6tioDj15WAcPLcQeYy/9yjrN4OEoZsgAAKWUlbDQzUxd623n5hckl9auqSz1G2s+mzKsQexoZUTnbFqnH//kcOwxNoe8bnSawWtneramLVN7tGHHLm2Z2pOrmcteEMgAAKXUT1gYpG6W9cJuu3DEteaY1bpn6jzdvGPrspm1sAaxV1xwpm6684AWjkTtuTwqLOR1IyoQdgp3RVhO7hZLlgCAUtq+beOKHYi9zgT1o5uZul5m9cIaxL7tmn0dx1UdG9XNO7Z2vF07jeftduNElpaTh4VABgAopV7DwqBF1Xk1z9Q16sai5rS6ndWLes6Gyojp8ScOa8OOXbFr2mpz8xox06K7qk33iToxoJ2sLCcPE4EMAFBavYSFQes0U9epl1hllenQk/HCU7vnNNWPUlq7pqIf/+RwvT5N7VtVtI6tsUOz3/YWcUJq0VBDBgBAiqLqvJpn8KLC2NhoRTLp4KGFpVqrt16zT+Pv/XLbequw57zyos26d+o8rTlm9Yr6sm5q2jrdJ45ea8/yjBkyAABS1m6mrt0yXWMWq9XBQwtLM1RS+LJs1HNGLWV2U9MW9/ooWVlOHiYCGQAAGdap3ivK/MKi/vDzt+vQk4tLtWedlhKnZ2tLS5dh4+h2bCeMVrRlak9PoSoLy8nDZB7RkTcPJiYmfGZmJu1hAACQmG7Oo4wragfllqk9bQPW2jUVuddn5qKCW7OwprW9ttAoAjPb6+4TYddRQwYAQIa11nsNQjfLks0OHlpYWibtFMZWmZaFMYljk9ohkAEAkHGT41XdvGOr7pk6T9UB7DQ0aUXR//RsTatsMJFvtDKiqL6zRW5d0Q8CGQAAORK2A7FVp1jl0rKZqsayaNTB4t0YMVua0QtT5NYV/SCQAQCQI81LmFHixKrmmap27Su6dcRdk+PVUrau6Ae7LAEAyJnGDsQNO3bFCl9hmmeqBrmMOLamIik/rSsaJw2kPUYCGQAAOdVrSwyTdM6mdX0/TpjmVc92rSuyEIRad7D2e8JAP1iyBAD0ZHq2pi1Te7Rhxy5tmdrTtjM8khGnniyMS/r0Lffr9OCzO2fTuhWP02t5/2MRzWqbNYJQbW5+6YSBS2+4fej/DLU7xHzYCGQAgK5l5Qu17FpbYqxdU1Fl1cooFbZ5srlZ7PV7a3rOaSdoJLjhiNlAlkKjZCUIZekQcwIZAKBrWflCxfKWGLPvfrF2vuqsZWdUXnXR5o5V/vMLi/q37zy6tMuy192WcYv2sxKEosJjGjtBqSEDAHQtK1+oWCmsbmvn7v0da8R6iWCVEdPxx6zWY/MLXdWBRdWsDTsIbd+2ccUpCGntBCWQAQC6lpUv1LiyUECeprDg0a0RM732+afqpjsP9P0+ZiUIZWknKIEMANC1rHyhxpGlnXRpaQ4eve6mXHTXxDNO1E13HhjoeNIOQlk5xJzDxQEAPcnLrFPUgdlRB2wXXacDxKOYScetHlkRwst8WHi32h0uzgwZAKAnWZlZ6IR6t+V6Xb50V+RGjjz8c5B1BDIAQKHlrd4taY3w9D9vuE2HFo70/XhJBtu8zMIOAm0vAACFxpmKK02OV7X2+GNj377R4yxMUsG2bL3uCGQAgEJpPUFA0rLmqdWxUeqe1N3Mlku67Pwzhhpsy9brjiVLAEAuhS1nSQrdUXnFBWeWsoC/nW7Pr9y5e79e+dxq27YXg1xiLFvtH4EMAJA7Ua0sjqusovA8pu3bNmr7527VwpF43RYaRyy1zi42Qlhtbl6m5Ucy9dNepGy1fwQyAEDuRC1nRe0cLOqsSj8mx6t6zxfv0MFDKw8DHzELPT5pfmFR7/niHUuzYCeMVvT4k4e1sFi/bes9+gnDeep1NwgEMgBA7nQbsIo6q9KvuZAwJklH3JfNdjU7eGhhKcTNzYffv1mvYThLzWOHgUAGAMidqOWssdGKnjh8pDSzKv3qtCzYa1f/sMfqRV563Q0CuywBALkT1cri8pefwY7KLrRrCRJ2XS/O2bSu78coA2bIAAC502k5iwAWT5xlwebrHn/icKxlymaDOPuyDDjLEgCQujJ1ZM+DqM+jdXerJFVWmZ5y3OrQzQFSvansPVPnDWnk2cZZlgCAzIpqYSEx05WGOJ9HWFiLOrScDRXxEMgAAKlq15GdQJa81tmwx5843PbziCq0L1ubikEjkAEAUlW2juxZEjYbFqXT5zHINhVlXMImkAEAUtVvR/YyfnkPStjsZJQ4n8cg2lSUdQmbQAYASFU/S11F/fKenq3p8hvvWNrRuHZNRZedf8bAX1PcWchhLj2WdQmbQAYASFU/S11F/PKenq2tOGPy4KEFbb/uVkmdg2Y3M4ZxDhivDnnWsaxL2AQyAEDqel3qKuKX987d+0MP/F5Y9BVBszV8nbNpna7fW4s9Yxg2O9ls7ZqKbt6xdRAvK7ayHSreQKd+AEBunTBa6eryPGgXJpuvayzX1ubm5aqHr0/fcn/kjGGYyfGqrrjgTK1dE/5+/fgnhzU9W+v+RfSh3ekBRUYgAwDklll3l+dBu5mg5uvClmujWr23C3mT41XNvvvFGgsJsQtHPDLMJaUREst2/BVLlgCA3JqL6A4fdXkebN+2cUUNmSRVRmzZLFE3y7JxlvseizgSKY3l3zIdKt7ADBkAILeigkae640mx6va+aqzls1YrV1T0c4Lz1oWUqJeY+vkYNzlviK+l3mSWCAzs41mtq/pzw/N7K1mdqKZfcXMvh38vTa4vZnZB83sLjO7zcyek9TYAADFUNR6o8nxqvZd9mLdO3We7p06T7PvfvGKGaOo1/66s0/rabmvqO9lXiS2ZOnu+yVtliQzG5FUk/R5STskfdXdp8xsR/D7OyW9VNKzgz/Pl/Th4G8AAEINsjt83gz6tZf5vcwCc48qARzgk5i9WNJl7r7FzPZLeoG7f9fMni7pH919o5l9JPj5M8F9lm4X9bgTExM+MzOT+PgBAAD6ZWZ73X0i7Lph1ZC9RtJngp9PbgpZD0s6Ofi5KumBpvs8GFy2jJldYmYzZjZz4MCBpMYLAAAwNInvsjSzYyS9XNKlrde5u5tZV1N07n61pKul+gzZQAYJAEDOcIZnsQyj7cVLJf2Hu38v+P17Zvb0piXLR4LLa5JObbrfKcFlAACgSVHP8CyzYSxZvlZHlysl6UZJFwc/XyzpC02XvyHYbXm2pMfa1Y8BANCr6dmatkzt0YYdu7Rlas/Qu9H3q90ZnsinRGfIzOx4SS+S9J+bLp6SdK2ZvUnSfZJeHVz+d5J+U9Jdkg5JemOSYwMAlFMRZpeKeIZn2SUayNz9cUkntVz2A0nnhtzWJb05yfEAAPJrUDVT7WaXkghkSdR6lfUA7iLj6CQAQOYNclZrmLNL3Y47bnjbvm3jsseVVjZxpeg/Xzg6CQCQeYOsmRrmEUHdjLsR3mpz83IdDW9h9W2dDuAOe6zt192qze/5cm7r5oqOGTIAQOYNclYrzuzSoHQz7m6XUtsdwB32WAuLrrngAPE81s0VHTNkAIDMG+SsVqfZpUHqZtyDDJ1x7sOuzGxhhgwAkHmDntVqN7s0SN2Me5CF+lGP1YpdmdnBDBkAIPOGOas1SN2Me/u2jRqtjCy7rNfQGfZYYdiVmR1DOVw8KRwuDgAokkHujGw8VtRMmUm68qLNmQ+1RdLucHECGQAABbZhxy5FfdPfO3XeUMdSdu0CGUuWAAAUWNSyZJXlykwhkAEAUGCDrE1DcthlCQBAhGF1u0/yeRqPQ9f+bKOGDACAEK3HHkn1maVB7+4Mex5JWrumosvOP4PgVCDtasiYIQMAdCXLZyQOcmzDOoQ87Hkk6eChBbrplwg1ZACA2Lo5bzHvY4tqFzHoZqrtHo9u+uVBIAMAxBbnsOzp2Zq2TO0Z+iHWUWN76zX7uh7H9GxNFnHdoJupdno8uumXA4EMABBbp/MW05xBaxdcuh3Hzt37Q3t3mTTw3YmduurTTb8cCGQAgNg6HZYdZwZt2GPrdhzTs7XI5UrX4Ou5GscrjY1WVlxHe4ryIJABAGLr1NOq0wzasMfW7TgaM3xRkmqmOjle1b7LXqyrLtqcu/M6MRjssgQAxNapp9X6sdHQ2aVhLLs1jy1qhqvTOKJ2PErDma2aHK8SwEqKPmQAgIEZVu+upMbR7tzHtWsqmju0kLlWH8gP+pABAIYiK13hex1H1AyfVO8LJh3dIND8PEC/mCEDACAQ1TU/THVsVDfv2Br6GGkHUmQTM2QAAMTQCE5vv/ZWLXaYsAjbINAa6JhNQ1zssgQAoMnkeFVHYqwehW0QSLPtB/KNQAYAQIs4u0LP2bRuxWVptv1AvhHIAACl1O6Ipzg9zW6688CKyzo1zgWiUEMGACikdsX17Wq9pKNLjyNmkbVkYbNe27dtDG23Qbd9dEIgAwAUTqfi+qhar/d88Q79ZOHI0nWL7jIptDdZ2KxXVtp+IH8IZACARKXRBqJdcf3keDWypqvRa6yZSytCWbtZL7rtoxcEMgBALL0Eq7TaQHQqrm/XADaMq953jFkvJIVABgDoqNdg1WmmKilRgWuVmaZna5G1XseuXqW5+ZWzZFFNYIFBYZclAKCjqGD19mtvDd2l2JBWG4ioXZKL7ktB8ooLzlR1bFSmeuC64oIzdfnLz1hxP4ryMQzMkAEAOooKUI0diFEzZlEzVUm3gWjXcb8xQ3fzjq2Rs3QU5WPYCGQAgI7i1FyFLUWm2QZicryqt12zL/S6djN0FOUjDSxZAgA6itMoVVoZdCbHq6FLg70GnnbNXMNEzcS5FOv+wLAwQwYA6Ki1v9aqiIapUb25BjHj1MvGgrAZugYO/kaWEMgAALE0B6vWcCQlvxTZy47N5iAZtuTaev80eqYBEkuWAIAeDHopMo5ed2xOjld1846tsg6P2wiZtbl5uY7OoLGsiWFghgwA0JNhF7/3u2Oz0/3T6pkGSMyQAQByImxjQTfLpJ3un1bPtFbdblxAMTBDBgDIhX4P7u50/6gZtBNGK9oytWcodWXdblyg5q04zEN2yeTFxMSEz8zMpD0MAEABhG1UqKwyyaSFxaPflaOVkcTq5bZM7QkNhWFHN0VtrEi6lg+9M7O97j4Rdh1LlgAAKHyjwlOOW70sjElH68qS0M2yabuaN+QPS5YAAARaNyps2LEr9HZJ1ZV1s3EhKzVvGAxmyAAAiBC1gzOpszi72bgw7LEhWQQyAAAi9Luzs1vd9Hcb9tiQLJYsAQCI0O/Ozl6fM87jpzE2JIddlgAAAEPQbpclM2QAgKGidxawEoEMADA03TY+BcqCQAYAGBrOi4yPmcRyIZABAIaG3lnxMJNYPrS9AAAMDb2z4qELf/kQyAAAQ0PvrHiYSSwfliwBAENT5N5Zg6z56uYIJRQDgQwAMFRxG5/myaBrvrZv27js8SRmEouOJUsAAPo06Jqvbo5QQjEwQwYAOUALhGxLouariDOJiMYMGQBkXGM5rDY3L9fR5bDp2VraQ0OA3aPoF4EMADKOFgjZx+5R9IslSwDIOFogZF+Rd49iOAhkAJBxabVAoG6tO9R8oR8sWQJAxqWxHEbdGjBczJABQMYluRwWNQvGIeDAcBHIACBjokLSoINQu2am3datsbwJ9IdABgAZMuiO7+1EzYK99Zp9GjHTovuK+4TVrQ1zzEBRUUMGABkyzBYX7XZphoWxqLo12nIA/WOGDAAyJO5S4SCWCKN2bzYbMdMR97bPkfW2HCynIg8IZACQIXFaXAxiiXB6tqZDTx7ueLsj7rpn6ry+x5wWllORFyxZAkCGxGlx0W6JcHq2pi1Te7Rhxy5tmdoT2qaiEVIOHlroOJ44oSrLXepZTkVeMEMGABkSp8VF1FJgY/YnajaosXTXaZmywSSds2ndQMaclqwvpwINBDIAyJhOLS6ilghHzNrOBjWHtThc0vV7a5p4xokrxhNWl3Xzjq2xH3tYsrycCjRjyRIAciZqiTBsZ6RUnw0KW7qLY35hUe/54h3LLstTF/8sL6cCzZghA4CciVoijFqOXD822tcS3cFDC3rX9O266c4DkcudWe3in+XlVKCZecT/UeXBxMSEz8zMpD0MAMiE6dmatl93qxYWj/53vTJi2nnhWV3VjoUx1ZcwO92m045MoMzMbK+7T4RdxwwZAETIZf+q1tQU/L5928aua8jaPWyYstdl5fKfF2QGgQwAQiTZvyqpL+6du/dr4cjy6LRwxLVz9/6lgvvLb7xDc/PL2100Zr+qY6N69PEnNL9wpOvnLntdFv3O0C+K+gEgRFL9q5IsiO/U4mFyvKrjj135/+GNMHbzjq264oJfWlEEH8cVF5xZ6uBBvzP0i0AGACGS6l+V5Bd31JJh8+VxXtexq7v/aihzGJPod4b+EcgAIESccNOLJL+447R4aPe6GrN3rUuanVSD+3Y6IaDIkvrnBeVBIAOAEEn1r0ryi3tyvKorLjhT1bFRmepBqXUpsd3r6qVX2WhlROdsWpebvmRJod8Z+kVRPwCESKp/Vdhux0F+cXfq8t/udb3tmn2xnmPETEfcl/U/i1qGLctSJv3O0C8CGQBE6BRuen1MKZ0v7unZmt7zxTuWDhUfG60se+6oY4aamaQ/ffVZy8b71ogg10/fszxK4p8XlAeBDACGLI0v7rCmsXPzC9r+uVuXxhSnV9maY1buwBwxCz22acRsACMHyoEaMgAogZ279y8LYw2NPmXSyhq0tWsqGq0s/5p4/MnFFfVhUWdoRl0OYCUCGQCUQLtdnM3XTY5XdfOOrbpn6jzNvvvFOvH4Y1fcvrVNRzViQ4JJpSrsB/pBIAOAEmi3izPsukYbi6g6sNrc/FJ7i+3bNipscdIlGqMCMRHIABRa2ftjNWzftlGVkZWxqbLKVuzwbD5NoJ3m44GiFidpjArEk2ggM7MxM7vOzO40s2+Z2a+Y2Ylm9hUz+3bw99rgtmZmHzSzu8zsNjN7TpJjA1B8SR5TlDeT41XtvPAsrV1TWbpsbLSina86a8UGg276kTWWL6OWLWmMCsST9C7LP5P0D+5+oZkdI2mNpP8p6avuPmVmOyTtkPROSS+V9Ozgz/MlfTj4GwB6Qn+s5eLu7ux2VuuhuXldedHmRPurAUWX2AyZmZ0g6dclfUyS3P1Jd5+T9ApJnwxu9klJk8HPr5D0Ka+7RdKYmT09qfEBKD7OF+xN1KxWVBuL9WOjsU4JABAtyRmyDZIOSPq4mZ0laa+kt0g62d2/G9zmYUknBz9XJT3QdP8Hg8u+23SZzOwSSZdI0mmnnZbY4AHkX1SjU5bR2os6TeCVz63q+r21yFkwGqMCvUuyhmy1pOdI+rC7j0t6XPXlySXu7oquBQ3l7le7+4S7T6xbt25ggwVQPJwv2Juo2a73TZ7JLBiQEPOEGveZ2c9IusXdTw9+/zXVA9mzJL3A3b8bLEn+o7tvNLOPBD9/Jrj9/sbtop5jYmLCZ2ZmEhk/gGKYnq0tO6bonE3rdNOdBzhvMND6/pT9/QCSZGZ73X0i7LrElizd/WEze8DMNrr7fknnSvpm8OdiSVPB318I7nKjpN83s8+qXsz/WLswBgBxNC+jNXZdNpbcmts2lDGE8H4A2ZF0H7L/JunTZnabpM2SPqB6EHuRmX1b0guD3yXp7yTdLekuSR+V9F8THhuAkmm367KMeD+A7Ei07YW775MUNjV3bshtXdKbkxwPgHJj1+VyvB+DxfIv+kGnfgClEbW7sqy7Lnk/BocmxOgXgQxAabDrcjnej8Fh+Rf9SrpTPwBkRmP5iGWluk7vB0tw8bH8i34RyACUCs1Ll4t6P9iB2R2aEKNfLFkCAFZgCa47LP+iX8yQAQBWYAmuOyyHo18EMgDAClFLcKvMND1bI2iEYDkc/WDJEgCwQtgSnCQtutPOAUgAgQwAsELjgPERsxXXUUsGDB6BDAAQanK8qiPuoddRSwYMFoEMABCJbv7AcBDIAOTS9GxNW6b2aMOOXdoytYeapoTQzgEYDnZZAsgdmpYOD+0cgOEgkAHInXZNSwkKg0c7ByB5LFkCyB2algIoGgIZgNyh0BxA0RDIAOQOheYAioYaMgC5Q6E5gKIhkAHIJQrNARQJgQxALk3P1pghA1AYBDIAuUMfMgBFQ1E/gNxp14cMAPKIQAYgd+hDBqBoCGQAcoc+ZACKhkAGIHfoQwagaCjqB5A79CEDUDQEMgC5RB8yAEXCkiUAAEDKCGQAAAApI5ABAACkrG0NmZkdJ+llkn5N0npJ85K+IWmXu9+R/PAAAACKLzKQmdl7VA9j/yjpa5IekXScpJ+TNBWEtbe7+21DGCcAAEBhtZsh+7q7XxZx3f8ys5+WdFoCYwIAACiVyEDm7rva3dHdH1F91gwAAAB9iCzqN7Nfavq5YmbvMrMbzewDZrZmOMMDAAAovna7LD/R9POUpGdJ+lNJo5L+IsExAQAAlEq7GjJr+vlcSb/s7gtm9s+Sbk12WAAAAOXRLpCdYGa/pfos2rHuviBJ7u5m5kMZHQAAQAm0C2T/JOnlwc+3mNnJ7v49M/sZSd9PfmgAAADl0G6X5RsjLn9Y9SVMAAAADEDbTv0AENf0bE07d+/XQ3PzWj82qu3bNmpyvJr2sAAgFwhkAPo2PVvTpTfcrvmFRUlSbW5el95wuyQRygAgBg4XB9C3nbv3L4WxhvmFRe3cvT+lEQFAvsQOZGa2NsmBAMivh+bmu7ocALBcNzNkX01sFABybf3YaFeXAwCW6yaQWeebACij7ds2arQysuyy0cqItm/bmNKIACBf2hb1m9kbGj9KWtv0u9z9U0kODEB+NAr32WUJAL3ptMtyQ9PPx0o6XfVwRqd+AMtMjlcJYADQo7aBzN3f0/jZzF7h7u9NfkgAAKxErzsUWTd9yKghAwCkgl53KLpuivpfn9goAABog153KLrYM2Tu/o0kBwIgn1hGwjDQ6w5FR6d+AD1rLCPV5ublOrqMND1bS3toKBh63aHoCGQAesYyEoaFXncouo6BzMxeFecyAOXDMhKGZXK8qisuOFPVsVGZpOrYqK644EyWx1EYcWrILpX0uRiXASiZ9WOjqoWEr6hlJOrN0A963aHIIgOZmb1U0m9KqprZB5uu+ilJh5MeGIDs275t47JWBFL0MhJtCwAgWrsly4ck7ZX0k+Dvxp8bJW1LfmgAsq6bZSTqzQAgWuQMmbvfKulWM/u0uy8McUwAciTuMhL1ZgAQLXKGzMy+aGbnR1z3TDN7r5n938kNDUCR0LYAAKK1W7L8T5J+TdKdZvb/mdnfmdkeM7tb0kck7XX3vxrKKAHkHm0LACBauyXLhyW9Q9I7zOx0SU+XNC/p/7j7oeEMD0BRNJY12WUJACt1bHthZv9N0l+7+73JDwdAkdG2AADCxenUf7KkGTO71sxeYmaW9KAAAADKpGMgc/d3SXq2pI9J+l1J3zazD5jZzyY8NgAAgFKI06lf7u5m9rCkh1VvCrtW0nVm9hV3f0eSAwSKpkjd6gfxWor0fgBAr+LUkL1F0hskfV/SX0ra7u4LZrZK0rdVL/wHEEORutUP4rUU6f0AgH7EqSE7UdIF7r7N3T/XaBLr7kckvSzR0QEFU6Ru9YN4LUV6PwCgHx1nyNz9sjbXfWuwwwGKrUjd6gfxWor0fgBAP+LMkAEYkCJ1qx/EaynS+wEA/SCQAUNUpG71g3gtRXo/AKAfsXZZAhiMInWrH8RrKdL7AQD9MHdPeww9m5iY8JmZmbSHAQAA0JGZ7XX3ibDrmCEDAKBH9NHDoBDIAACpyXOgoY8eBomifgBAKhqBpjY3L9fRQDM9W0t7aLHQRw+DxAwZUBB5nmlAObULNHn4Z5c+ehgkZsiAAsj7TAPKKe+Bhj56GCQCGVAALJ0gj/IeaOijh0EikAEFkIWZhunZmrZM7dGGHbu0ZWoPs3PoKO+BZnK8qisuOFPVsVGZpOrYqK644MxcLLcie6ghAwpg/dioaiHha1gzDew2Qy+K0Bh4cryaq/EiuwhkQAFs37ZxWSCSOs80DHITQN6Ls5EeAg1QRyADCqDbmYZBz2hlYckUAPKMQAYURDczDYOe0TphtKK5+YUVl+elOBsA0kZRP1BCg5zRmp6t6fEnD6+4vLLKclOcDQBpI5ABJTTIdgM7d+/XwqKvuPwpx62mNggAYiKQASU0yHYDUbNqc4dWLmECAMIRyIASGmT/pLw39wSALKCoHyipQbUb6KXlBgBguURnyMzsXjO73cz2mdlMcNmJZvYVM/t28Pfa4HIzsw+a2V1mdpuZPSfJsQEYDLqVA0D/hjFDdo67f7/p9x2SvuruU2a2I/j9nZJeKunZwZ/nS/pw8DeAjKO5JwD0J40asldI+mTw8yclTTZd/imvu0XSmJk9PYXxAQAADFXSM2Qu6ctm5pI+4u5XSzrZ3b8bXP+wpJODn6uSHmi674PBZd9tukxmdomkSyTptNNOS3DoQPYM8rijNBXldQDAoCQdyH7V3Wtm9tOSvmJmdzZf6e4ehLXYglB3tSRNTEx0dV8gz/o97igrIYiDyAFgpUQDmbvXgr8fMbPPS3qepO+Z2dPd/bvBkuQjwc1rkk5tuvspwWVAabQLTf0cd5SlENTudTSuTzs0AsCwJVZDZmbHm9lTGz9LerGkb0i6UdLFwc0ulvSF4OcbJb0h2G15tqTHmpY2gcJrhKba3LxcR0PT9Gz9/0v6Oe6oUwiKGs+WqT3asGOXtkztWRpHv6LG23i9Ua8fAIosyaL+kyX9q5ndKunrkna5+z9ImpL0IjP7tqQXBr9L0t9JulvSXZI+Kum/Jjg2IHM6haZ+GrB2G+Y6hcN+RI13xKzr0AgARZFYIHP3u939rODPGe7+/uDyH7j7ue7+bHd/obs/Glzu7v5md/9Zdz/T3WeSGhuQRZ1CUz/HHXUb5nqZUYsr6nUsenhJaC8HngNA3nB0EpARnUJTPw1Yuw1z/SyPdhL1OqocwQSgxDg6CciIOEcQ9dqAtXljQJyC+fVjo6qFhK9BhaOo18ERTNmSlZ25QBkQyICM6DY09fL4cR8rjfMpk3796E6WduYCZWAeUbeRBxMTEz4zQ6kZkMRMBrMj5bZlak/oLGl1bFQ379iawoiA/DOzve4+EXYdM2RAxnQbhJKayeB8ynJLso4QwEoU9QMZ0ku7iagdkZffeEfCo0WR9dNmBUD3CGRAhvTSbiJqxmJufoGmquhZP21WAHSPQAZkSC/LRO1mLGiqil7102YFQPeoIQMypJd2E9u3bdRbr9kXeh31PugHdYTA8DBDhkJK6hzGpPWyTDQ5XtXaNZXQ66j3AYB8IJChcJI8hzFpvS4TXXb+GdT7AECOsWSJwmlXGJ+H5ZdeloloqgoA+UYgQ+GUtX8S9T4AkF8EMhTOoM9hpGM9ACBpBDIUziDPYRxEF/ysBLqsjAMAsBJF/SicQfZP6qVRa7OsbDDIyjgAAOGYIUMhDaqeqt96tKxsMMjKOAAA4QhkQBv91qNFBbfa3Ly2TO2JtXw4iKXGsm50AIC8YMkSaCNOo9Z2TWijgptJsZYPB7XUyEHRAJBtBDKgjU71aJ0CU1igM0ne8jxRdWn91rA1cFA0AGQbS5ZAB+3q0TrVZoU1bA1bApXClw8HtdRI41gAyDYCGdCHOIGpNdBtmdoTuy5tkD3VaBwLANnFkiXQh15qs7pZPkxqqTGvh68DQFERyIA+9BKYuumTNsieag30JAOA7DH31vLi/JiYmPCZmZm0h4GSy1sH/Kgl0+rYqG7esTWFEQFAOZjZXnefCLuOGjKgT4OqzWoNdudsWqeb7jww8KBHTzIAyB4CGZCQbmbOws7M/Jtb7l+6vpczNKMM+vB1AED/qCEDEtBtnVZY+4xWvfQfC0NPMgDIHgIZkIBuG7rGXS4cxLJiEhsFAAD9YckSSEC3dVrtGsa23m4Q6EkGANnCDBmQgG77k4UtI7ZiWREAiotABiSg2zqtsGXE3zn7tFwsK9JkFgD6x5IlkIC4Z0fmrYdZq7DdoYPaDQoAZUIgAxLSqU6rCGGm0+HqScl7kAWAVgQyYEC6DQlphZlBSqPJbBGCLAC0ooYM6EJUvVQv50MWoWN+L4er96vbliIAkAcEMiCmdqErKiS8/dpbI0NZGmFm0NJoMluEIAsArQhkQEztQldUD7FF98iZsiJ0zE+jyWwRgiwAtKKGDIgpagZm0b3t/drVhR27etVSyFu7pqLLzj+j7XmXWSxkH3aT2e3bNi6rIZPyF2QBoBWBDIgpbjf9MLW5eW3YsWspSElaESp+snAk8v4Ush8Vt6UIAOSJeYf/u8+yiYkJn5mZSXsY6NOwZn76fZ7WUNSr0cqIjqus0sFDCyuuq46N6uYdW1dcvmVqT2gYjLo9ACB7zGyvu0+EXccMGVI1rJmfbp4nKrg1z8z0OlMm1Zcwo0JdtwXrFLIDQDFQ1I+hCWsZMawWBnGfp1P7isnxqm7esVXVhArIuy1Yp5AdAIqBQIahiAo6UTNNg575iTvDFDe4JTEz1a4wvQg7MgEA0ViyxFBEBZ0Rs9BdioOe+YkqyG99nrjBrZ8C/zCddlj2Usie1V2ZAICVCGQYinYtI0YrI4m3MIjbKiFucAt7PEk6/pgRVUZWaW5+ZcF+O3OHFjRz36NtA1M37SXYlQkA+cKSJYYiasar0Ug0ycaizbVqI2bLnrf1eeIuDYY1RL3qos16/2+dqeOP7f7/c1zSp2+5v+1RS93geCEAyBdmyDAU7Waokmws2jpT1JiRi1q+62ZpsHXc/bbF8OB54z5/O+zKBIB8oQ8ZhiaNmqZB9O+KO+6o5+pW2BJut7OGUWMZMdMRd2rKACAF9CFDJgz7iB2p+5mi1vB1zqZ1un5vLVYt1iBmn0bMIpcaG88XJyBG1bg1NlBQU1YsbOAA8o8aMhRaN/27wlpzfPqW+2PXYnWzM3RNZZWs5bLRykjkuZiNsNepT1pDa41bo3YuzutoFdY/DtkR958JANlGIEOhddO/K6wQPmpBP2w27PST4gWy0cqIPnDBL+nKizav2Mywdk0l9D5jweXdFOs3mtjeM3WejnQIelH4ss8+NnAAxcCSJQqtmyL9bpYcW2fDpmdr+rfvPNrxftVgGbR5PFdetHlpPJffeEfo/Q4eWmhbo9Zp7HHbebRq92XPklg2sIEDKAYCGQovbu1aVGgxLZ8pC5th27l7f+RsWkM1CIPt+oM91qZ/WW1ufsVYmsfeTtw+bK2ivtQH2RQX/ek1bAPIFpYsgcA5m9atqOtqBKBO/cvizEacs2md3n7trW2Xlzp9iXowpmZxglVY37QrLjhTktrWh0WNxySWLTOCY7WAYmCGDLnVzc6yTrednq3p+r21FbNPjd879S+Lc5TS9XtrHYv2o3ZHto6pOjba9Y66Tn3TwnZebt+2UW+7Zl/o+8KyZTb0cqwWgOwhkKGjLG6p7+ZooLDbvu2afZq571FNPONE7dy9P9YSXFTt1PRsTQcffyLW/aOsHxtdcaJAVHjrpodaO3HqwybHq3rrNftC70+NUnak0VIGwGCxZIm2srrLrpudZVG7J//mlvu1/XO3dlUP1RpCGu/PoYUj8QffYrQyonM2rVt6n6X6jFxllakyYituO6ilqLjF4NUuWocAAHpDIENbWd1S383OsnYzOQtHujupohFCGr253nrNvp6PSpIkM2mV1cNh6+MsHHEdf8zqxM75jNujLa0aJfqfASgTlizRVla31HfaWda8zLqqzfJfNxohpN8zKxsqI6bFI67Hn4x+nMfmF7Tvshf39TxR4u68TKNGqZslaQAoAgIZ2srqlvp2YSLsQPFeNXZZNvcPi7vEOVoZ0XGVVTp4aGUrixEzHX/Mas21aXMhJfs+93OQetLofwagbAhkaKvX/lVJaxcmtkzt6Xv2qqERxuLsfmw2NlrR5S8/Q5JC378rLjhTb4solm++XeN9TmpjRVaLwbM6MwsASSGQoa0sb6mPChPtvrQb7SK6mTN7aG4+dMYm6vHD3p+w96/dbNuI2VK9WBmX77I6MwsASSGQoaOszqJE6dQT7MqLNne19Lg+CHHtNGa9ulnu275to7Zfd6sWFpfHw8oq085XnbUsDJdt+S6rM7MAkBR2WaJwwnYFNtTm5rX9c7fqnE3rIm/TrLLKtH3bxrYzM73ufpwcr2rnhWctO1B8bLSyLIxJ5Vy+izpZoKgBFACYIUPhNM8shc2CLRxxfenW7+qKC87suBPzKcetXnq8qFqwfkJCnNnHsi7f5W1mFgD6wQwZCmlyvNq2m/3c/MLSba68aHPkTsy5YIfkIGZsOvXVirqeswoBoPiYISuRLB6BlLZGwXyUVWbasGPX0vvV65FFnQrz4xTu89kBQHERyEqijDv1JGntmkpoH7BG3Van3ZONmbM471e7wNupML/T9SzfAUCxsWRZElk9AilJ07M1ha1EVkZMl51f7xHWTWF8u/er05mfUc/TqA0rY+E+AOAoAllJ5OELf5BnFzYCUmsn/LVrKtp54dFdjN0Wxke9X50Cb9TzWDDWuOdKAgCKiUBWEml+4ccJWp1mmLoVtRS55pjVy5b+ogrmm1tRNIt6vzoF3u3bNspCrvdgrNu3bVRl1fJbNFpuAACKj0BWEmnt1IsbtAa9pBp3RjBq9+Rl55/R1fs1FhHgGpdPjlcjTwdYGlNrYgtLcACAQqKovyTS2qkXt8v8oJdUu+nd1a5gPu77FXV+efPl1TZj2rl7/4qO/QuLXuhu/ACAowhkJZLGTr24QStugIrbuqOfo3dan+PKizZ3fN8em1+5k7P18nZjemvEQeNxj3caFFqjAEA6CGRIVNygFSdAddO6I+6MYGsAOWfTOl2/t9Z1e5BOr7PxPPMLixoJTgVoPoj87dfeGtqcdsSGt25Z1tYoAJAF1JAhUXFr1+J0wu+2zqzRif+eqfN0846toWGstb7t07fc31MtW7vX2fw8Ur23WeO6xpiiTgqIujwJZWyNAgBZwQwZEtVN7VqnJdVB15mFBZCOhfcR2r3OLVN7OtbRRdWXVYfY9iIPrVEAoKgIZEhcnNq1OLVLgz5ku5ugEec5ol5nnKDTT83boJT1EHMAyAKWLJG6uK0xBt26o12z1rjPEafHWqcecK31ZVJvh5f3i0PMASA9BDKkLm7tUpw6s25EBZDXnX1arOcYRJCMU182LIN+fwEA8bFkWUJZa23QTe3SIFt39NubLW6PtX7ry4aJQ8wBIB0EspLJYmuDqNql4yqr9LOX/p0W3TViptc+/1S9b/LMgT53PwGknyDZWOqM6jNGIT0AlAtLliWTxdYGYUt6qyTNLxxZavuw6K6/ueV+vWv69oE+dz8Hmvd6PmjrMmUvjwEAKBYCWclksbXB5HhVr3xudVkT1CMRt/3M1x4Y2PP2e6B5WJCsjJgef+Jw24AXdfB5A4X0AFA+BLKS6XVWJ0nTszVdv7cWqwnqIBul9jtb2FoEv3ZNRXJpbn6hbcBrF34ppAeAciKQlUwWWxt0mjFqFucoobjLkIOYLWw+DWDNMau1cGR5YAwLeFHht3GU0s7d+3taQgUA5BeBrGSy2NqgmwD02uef2vb6bpYhBz1bGDfgRYXiczat62sJFQCQX+yyLKGstTaI2mXZLO4uy7itKKTBd8eP2+k+qg1GN2MHABRL4oHMzEYkzUiqufvLzGyDpM9KOknSXkmvd/cnzexYSZ+S9FxJP5B0kbvfm/T4kL6wYNQwWhnpagav21YUUu99yFp1E/DCQvHbrtkXe+wAgGIZxgzZWyR9S9JPBb//kaQr3f2zZvYXkt4k6cPB3wfd/Vlm9prgdhcNYXxISXOD2rE1FR27epXm5hc0YqZF96Waqm4CUrfnMWap0SxnSQJAeSUayMzsFEnnSXq/pD8wM5O0VdJvBzf5pKTLVQ9krwh+lqTrJH3IzMx9gNvqSiZrHfmbtTaoPXhoQaOVEV110ea+xpj2Id39BLy0xw4ASE/SRf1XSXqHjraVOknSnLsfDn5/UFLj26sq6QFJCq5/LLj9MmZ2iZnNmNnMgQMHEhx6vvXbYytpSTWozeKmhbjyPHYAQH8SmyEzs5dJesTd95rZCwb1uO5+taSrJWliYoLZswhZLxBPskFt1jYtdCPPYwcA9C7JJcstkl5uZr8p6TjVa8j+TNKYma0OZsFOkdSYsqlJOlXSg2a2WtIJqhf3owdZ7MjfjHopAACOSmzJ0t0vdfdT3P10Sa+RtMfdXyfpJkkXBje7WNIXgp9vDH5XcP0e6sd6102PrX7Oc+xVFhvUAgCQljQaw75T9QL/u1SvEftYcPnHJJ0UXP4HknakMLbCiBt40qo1o14KAICjLM+TUBMTEz4zM5P2MDIrzi7LLVN7QpcOq2OjunnH1mENFQCAwjOzve4+EXYdnfoLLE6BeNZrzbIgy+1DAADFQCAruaji+rE1lRRG072kw1Jrv7TGkq4kQhkAYGA4XLzktm/bqMqIrbj8xz85nImeZe02HAyj/i2pfmkAADQjkJXc5HhVxx+zcqJ04YinHjo6Ba5hhCWWdAEAw0Aggx6bXwi9PO3Q0SlwDSMsdWofkkbLEABA8VBDhsw2ae0UuIYx7rDzJU312brx935ZP/7JYS0cqe9Upr4sf9iwASArmCHLoUHPymS1SWun2alhjLu5X5pUD2ONRjEHDy0shbGG5hk8Zs+yLevnvQIoFwJZzvT6JdIuHGS1SWunwDWscU+OV3Xzjq2qjo0qTte+h+bm+bLPATZsAMgSGsPmTC+NXFtbN0j1YJOF0NVJlpaUNuzYFSuQNWbTaLibbVGfp0m6Z+q8YQ8HQAnQGLZAeilkbzcT0G24GXZAitPcdliiataaNWbw3nbNvtDr094ogaOyWjsJoJxYssyZbg4NbxjUbsSyL8OFLaFWRkxjo5UVS6a9fE4YrqzWTgIoJ2bIciZs11+nL5FBzQQMcqYtjxqvMc4MYS+fE4arm88TAJJGIMuZXr5EBhUOaJIafwmVL/t8yNKSOIByI5DlULdfIoMKB2WsuemnZo4vewBAXASyCFna3TcIgwgHRVuG6/QZc7A4AGBYKOoPUfbi9ShZ7VfWizifMX2qAADDwgxZiLIXr7dTlGW4OJ8xNXMAgGFhhiwEX8TFF+czpnUFAGBYCGQh+CIuvjifMX2qAADDQiALwRdx8cX5jItUMwcAyDZqyELQQ6r44n7GcWrmirYjFwAwfBwujqEoamjJ88HtAIDhane4OEuWSFyR24jQGgMAMAgEMiSuyKGFHbkAgEEgkCFxRQ4t7MgFAAwCgQyJK3JoYUcuAGAQCGRIXJFDC60xAACDQNsLJC6NNiLD3NVZlOOkAADpIZBhKIYZWlpbUTR2dTbGAQBA1rBkicIp8q5OAEAxMUNWAEVtutqrIu/qBAAUEzNkOVfkpqu9KvKuTgBAMRHIco7luZWKvKsTAFBMLFnmHMtzK3E4PAAgbwhkObd+bFS1kPBV9uU5WlEAAPKEJcucY3kOAID8Y4Ys51ieAwAg/whkBcDyXHy0CAEAZBGBDIXSLnDRwR8AkFXUkKEwOvVko0UIACCrCGQojE6BixYhAICsIpChMDoFLjr4AwCyikCGgZmerWnL1B5t2LFLW6b2DP34pk6BixYhAICsIpBhILJwpmanwDU5XtUVF5yp6tioTFJ1bFRXXHAmBf0AgNSxyxIDcfmNd0TWbw0r8MTpyUaLEABAFhHI0Lfp2Zrm5hdCr+umYH4QPcIIXACAPCKQoW/t2kbELZinRxgAoMyoIUPf2s2CxS2Yp0cYAKDMCGToW9Qs2No1ldizW1GhrjY3n8qOTQAAholAhr5F7W687PwzYj9Gu6XNNHZsAgAwTAQy9G0Q7STCQl0zli8BAEVGUT8Got/djc0tK2occQQAKBlmyJAZk+NV3bxjq6occQQAKBkCGTKHI44AAGXDkiUyJ07H/TwaRONbAEAxEciQSUXruE/jWwBAOyxZAkNA41sAQDsEMmAIonaIsnMUACCxZAkMxfqx0dB2HuwcXYlaOwBlxAwZMATsHI2nUWtXm5uXi1MaAJQHgQwYgkGcZlAG1NoBKCuWLIEhKdrO0SRQawegrJghA5AZUTV11NoBKDoCGYDMoNYOQFmxZAkgM4p6SgMAdEIgA5Ap1NoBKCOWLAEAAFJGIAMAAEgZgQwAACBlBDIAAICUEcgAAABSRiADAABIGYEMAAAgZQQyAACAlBHIAAAAUkYgAwAASBmBDAAAIGUEMgAAgJQRyAAAAFJGIAMAAEgZgQwAACBlBDIAAICUEcgAAABSRiADAABIGYEMAAAgZQQyAACAlBHIAAAAUkYgAwAASBmBDAAAIGWJBTIzO87Mvm5mt5rZHWb2nuDyDWb2NTO7y8yuMbNjgsuPDX6/K7j+9KTGBgAAkCVJzpA9IWmru58labOkl5jZ2ZL+SNKV7v4sSQclvSm4/ZskHQwuvzK4HQAAQOElFsi87sfBr5Xgj0vaKum64PJPSpoMfn5F8LuC6881M0tqfAAAAFmRaA2ZmY2Y2T5Jj0j6iqTvSJpz98PBTR6UVA1+rkp6QJKC6x+TdFLIY15iZjNmNnPgwIEkhw8AADAUiQYyd190982STpH0PEmbBvCYV7v7hLtPrFu3rt+HAwAASN1Qdlm6+5ykmyT9iqQxM1sdXHWKpFrwc03SqZIUXH+CpB8MY3wAAABpSnKX5TozGwt+HpX0IknfUj2YXRjc7GJJXwh+vjH4XcH1e9zdkxofgO5Nz9a0ZWqPNuzYpS1TezQ9W+t8JwBAR6s736RnT5f0STMbUT34XevuXzKzb0r6rJm9T9KspI8Ft/+YpL82s7skPSrpNQmODUCXpmdruvSG2zW/sChJqs3N69IbbpckTY5X290VANBBYoHM3W+TNB5y+d2q15O1Xv4TSa9KajwA+rNz9/6lMNYwv7Conbv3E8gAoE906gcQy0Nz811dDgCIj0AGIJb1Y6NdXQ4AiI9ABiCW7ds2arQysuyy0cqItm/bmNKIAKA4kizqB1AgjTqxnbv366G5ea0fG9X2bRupHwOAASCQAYhtcrxKAAOABLBkCQAAkDICGQAAQMoIZAAAACkjkAEAAKSMQAYAAJAyAhkAAEDKCGQAAAApI5ABAACkjEAGAACQMgIZAABAyghkAAAAKSOQAQAApIxABgAAkDICGQAAQMoIZAAAACkjkAEAAKSMQAYAAJAyAhkAAEDKCGQAAAApI5ABAACkzNw97TH0zMwOSLovxSE8TdL3U3x+LMfnkT18JtnC55EtfB7Zk/Rn8gx3Xxd2Ra4DWdrMbMbdJ9IeB+r4PLKHzyRb+Dyyhc8je9L8TFiyBAAASBmBDAAAIGUEsv5cnfYAsAyfR/bwmWQLn0e28HlkT2qfCTVkAAAAKWOGDAAAIGUEMgAAgJQRyCKY2XFm9nUzu9XM7jCz9wSXbzCzr5nZXWZ2jZkdE1x+bPD7XcH1p6f6AgrKzEbMbNbMvhT8zueRIjO718xuN7N9ZjYTXHaimX3FzL4d/L02uNzM7IPBZ3KbmT0n3dEXj5mNmdl1ZnanmX3LzH6FzyM9ZrYx+Hej8eeHZvZWPpP0mNnbgu/0b5jZZ4Lv+kx8jxDIoj0haau7nyVps6SXmNnZkv5I0pXu/ixJByW9Kbj9myQdDC6/MrgdBu8tkr7V9DufR/rOcffNTb17dkj6qrs/W9JXg98l6aWSnh38uUTSh4c+0uL7M0n/4O6bJJ2l+r8rfB4pcff9wb8bmyU9V9IhSZ8Xn0kqzKwq6b9LmnD3X5Q0Iuk1ysj3CIEsgtf9OPi1EvxxSVslXRdc/klJk8HPrwh+V3D9uWZmwxltOZjZKZLOk/SXwe8mPo8san7vWz+TTwX/bt0iaczMnp7C+ArJzE6Q9OuSPiZJ7v6ku8+JzyMrzpX0HXe/T3wmaVotadTMVktaI+m7ysj3CIGsjWB5bJ+kRyR9RdJ3JM25++HgJg9KqgY/VyU9IEnB9Y9JOmmoAy6+qyS9Q9KR4PeTxOeRNpf0ZTPba2aXBJed7O7fDX5+WNLJwc9Ln0mg+fNC/zZIOiDp48Gy/l+a2fHi88iK10j6TPAzn0kK3L0m6U8k3a96EHtM0l5l5HuEQNaGuy8GU82nSHqepE3pjqi8zOxlkh5x971pjwXL/Kq7P0f1pZY3m9mvN1/p9b469NYZjtWSniPpw+4+LulxHV0Kk8TnkZagJunlkj7Xeh2fyfAEtXqvUP1/XtZLOl7SS1IdVBMCWQzBtP9Nkn5F9Snk1cFVp0iqBT/XJJ0qScH1J0j6wXBHWmhbJL3czO6V9FnVp5j/THweqQr+j1Pu/ojqtTHPk/S9xjJL8Pcjwc2XPpNA8+eF/j0o6UF3/1rw+3WqBzQ+j/S9VNJ/uPv3gt/5TNLxQkn3uPsBd1+QdIPq3y2Z+B4hkEUws3VmNhb8PCrpRaoXyN4k6cLgZhdL+kLw843B7wqu3+N03R0Yd7/U3U9x99NVn/rf4+6vE59HaszseDN7auNnSS+W9A0tf+9bP5M3BDvJzpb0WNOyDfrk7g9LesDMNgYXnSvpm+LzyILX6uhypcRnkpb7JZ1tZmuCWrDGvyOZ+B6hU38EM/sl1Yv5RlQPrte6+3vN7Jmqz9CcKGlW0u+4+xNmdpykv5Y0LulRSa9x97vTGX2xmdkLJP0Pd38Zn0d6gvf+88GvqyX9rbu/38xOknStpNMk3Sfp1e7+aPAfwA+pvkRwSNIb3X0mhaEXlpltVn3TyzGS7pb0RgX//RKfRyqC/1m5X9Iz3f2x4DL+HUmJ1VtYXSTpsOrfGb+neq1Y6t8jBDIAAICUsWQJAACQMgIZAABAyghkAAAAKSOQAQAApIxABgAAkDICGQAEzOzpZval4OfNZvabTde9zMzem97oABQZgQwAjvoDSR8Nft4s6Tebrtsl6XwzWzPsQQEoPvqQASidYKbrUXe/Kvj9/aofX/MWST+v+tmCd0kaVf34lCvc/Rozu1LSv7v7takMHEBhMUMGoIz+StIbJMnMVql+HNe/Sjro7k+4+5OS3i3pGnff7O7XBPebkfRraQwYQLGt7nwTACgWd7/XzH5gZuOSTlb9uJRjJR3ocNdHJK1PenwAyodABqCs/lLS70r6GdVnzOYlHdfhPscFtwOAgSKQASirz0t6r6SKpN9WPWyd3nT9jyQ9teU+PyfpG8MYHIByoYYMQCkFdWI3SbrW3Rfd/XFJ3zGzZwU3uUnSL5jZPjO7KLjsHNV3WwLAQLHLEkApBcX8/yHpVe7+7eCy35L0XHd/V8jtT5b0t+5+7nBHCqAMmCEDUDpm9guqt7X4aiOMSZK7f17SvRF3O03S25MfHYAyYoYMAAAgZcyQAQAApIxABgAAkDICGQAAQMoIZAAAACkjkAEAAKTs/wdslPwVnUX8eAAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#Autocorrelation Plot\n", + "plt.figure(figsize=(10,10))\n", + "lag_plot(df['Open'], lag=5)\n", + "plt.title('AXISBank Autocorrelation plot')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "8029fdd7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# AUTOCORRELATION\n", + "plot_acf(df.VWAP, lags=20, title=\"VWAP\")\n", + "plt.ylabel('Correlation Co-efficent')\n", + "plt.xlabel('Lag')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "9800b22c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#PARITAL AUTOCORRELATION FUNCTION (PACF)\n", + "plot_pacf(df.VWAP, lags=20, title=\"VWAP\")\n", + "plt.ylabel('Correlation Co-efficent')\n", + "plt.xlabel('Lag')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "97b18f87", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# AUTOCORRECTION AND PARTIAL AUTOCORRELATION Functions \n", + "\n", + "from statsmodels.graphics.tsaplots import plot_acf,plot_pacf # https://www.statsmodels.org/dev/generated/statsmodels.tsa.stattools.pacf.html\n", + "import statsmodels.api as sm\n", + "fig = plt.figure(figsize=(12,8))\n", + "\n", + "figure1 = fig.add_subplot(211)\n", + "figure = sm.graphics.tsa.plot_acf(df['Open'].dropna(),lags=40,ax=figure1)\n", + "\n", + "figure2 = fig.add_subplot(212)\n", + "figure = sm.graphics.tsa.plot_pacf(df['Open'].dropna(),lags=40,ax=figure2)" + ] + }, + { + "cell_type": "markdown", + "id": "d0d72070", + "metadata": {}, + "source": [ + "Augmented Dickey Fuller Test" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "c990a796", + "metadata": {}, + "outputs": [], + "source": [ + "from statsmodels.tsa.stattools import adfuller" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "16924a29", + "metadata": {}, + "outputs": [], + "source": [ + "testResult=adfuller(df['Open'])" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "405c3dc0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ADF Test Statistic : -1.4548777008871052\n", + "p-value : 0.5557030334839393\n", + "#Lags Used : 4\n", + "Number of Observations : 327\n", + "These results seem to support the null hypothesis(Ho),indicating it is non-stationary \n" + ] + } + ], + "source": [ + "#Agumented Dickey Fuller Test\n", + "\n", + "#addfullerfunction source: https://www.analyticsvidhya.com/blog/2021/06/statistical-tests-to-check-stationarity-in-time-series-part-1/\n", + "\n", + "def adfuller_test(open):\n", + " result=adfuller(open)\n", + " features = ['ADF Test Statistic','p-value','#Lags Used','Number of Observations']\n", + " \n", + " for value,label in zip(result,features):\n", + " print(label+' : '+str(value) )\n", + " # if statement to provide the result\n", + " if result[1] <= 0.05: \n", + " print(\"These results reject the null hypothesis(Ho). This data is stationary\")\n", + " else:\n", + " print(\"These results seem to support the null hypothesis(Ho),indicating it is non-stationary \")\n", + "\n", + "adfuller_test(df['Open'])" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "934dab5a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
SARIMAX Results
Dep. Variable: Open No. Observations: 332
Model: ARIMA(1, 1, 1) Log Likelihood -1407.132
Date: Tue, 26 Apr 2022 AIC 2820.264
Time: 00:34:37 BIC 2831.670
Sample: 0 HQIC 2824.813
- 332
Covariance Type: opg
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coef std err z P>|z| [0.025 0.975]
ar.L1 0.8939 0.112 7.981 0.000 0.674 1.113
ma.L1 -0.8564 0.131 -6.550 0.000 -1.113 -0.600
sigma2 288.3979 16.663 17.308 0.000 255.740 321.056
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Ljung-Box (L1) (Q): 2.33 Jarque-Bera (JB): 38.94
Prob(Q): 0.13 Prob(JB): 0.00
Heteroskedasticity (H): 0.63 Skew: 0.17
Prob(H) (two-sided): 0.02 Kurtosis: 4.65


Warnings:
[1] Covariance matrix calculated using the outer product of gradients (complex-step)." + ], + "text/plain": [ + "\n", + "\"\"\"\n", + " SARIMAX Results \n", + "==============================================================================\n", + "Dep. Variable: Open No. Observations: 332\n", + "Model: ARIMA(1, 1, 1) Log Likelihood -1407.132\n", + "Date: Tue, 26 Apr 2022 AIC 2820.264\n", + "Time: 00:34:37 BIC 2831.670\n", + "Sample: 0 HQIC 2824.813\n", + " - 332 \n", + "Covariance Type: opg \n", + "==============================================================================\n", + " coef std err z P>|z| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "ar.L1 0.8939 0.112 7.981 0.000 0.674 1.113\n", + "ma.L1 -0.8564 0.131 -6.550 0.000 -1.113 -0.600\n", + "sigma2 288.3979 16.663 17.308 0.000 255.740 321.056\n", + "===================================================================================\n", + "Ljung-Box (L1) (Q): 2.33 Jarque-Bera (JB): 38.94\n", + "Prob(Q): 0.13 Prob(JB): 0.00\n", + "Heteroskedasticity (H): 0.63 Skew: 0.17\n", + "Prob(H) (two-sided): 0.02 Kurtosis: 4.65\n", + "===================================================================================\n", + "\n", + "Warnings:\n", + "[1] Covariance matrix calculated using the outer product of gradients (complex-step).\n", + "\"\"\"" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# For non-seasonal data (p=1, d=1, q=0 or 1)\n", + "\n", + "from statsmodels.tsa.arima_model import ARIMA\n", + "import statsmodels.api as sm\n", + "\n", + "model=sm.tsa.arima.ARIMA(df['Open'],order=(1,1,1))\n", + "model_fit=model.fit()\n", + "model_fit.summary()" + ] + }, + { + "cell_type": "markdown", + "id": "f5fe199b", + "metadata": { + "papermill": { + "duration": 0.02172, + "end_time": "2021-10-11T10:08:51.728780", + "exception": false, + "start_time": "2021-10-11T10:08:51.707060", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### ARIMA (AutoRegressive Integrated Moving Average)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "b48f676e", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:51.778640Z", + "iopub.status.busy": "2021-10-11T10:08:51.777416Z", + "iopub.status.idle": "2021-10-11T10:08:51.787749Z", + "shell.execute_reply": "2021-10-11T10:08:51.787091Z", + "shell.execute_reply.started": "2021-10-11T09:31:22.919347Z" + }, + "papermill": { + "duration": 0.03719, + "end_time": "2021-10-11T10:08:51.787921", + "exception": false, + "start_time": "2021-10-11T10:08:51.750731", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0 2020-01-01\n", + "1 2020-01-02\n", + "2 2020-01-03\n", + "3 2020-01-06\n", + "4 2020-01-07\n", + " ... \n", + "327 2021-04-26\n", + "328 2021-04-27\n", + "329 2021-04-28\n", + "330 2021-04-29\n", + "331 2021-04-30\n", + "Name: Date, Length: 332, dtype: datetime64[ns]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['Date']" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "40deea32", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:51.840766Z", + "iopub.status.busy": "2021-10-11T10:08:51.839920Z", + "iopub.status.idle": "2021-10-11T10:08:52.106661Z", + "shell.execute_reply": "2021-10-11T10:08:52.105894Z", + "shell.execute_reply.started": "2021-10-11T09:31:22.932747Z" + }, + "papermill": { + "duration": 0.297603, + "end_time": "2021-10-11T10:08:52.106832", + "exception": false, + "start_time": "2021-10-11T10:08:51.809229", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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cgutpPgF30rWm+5uAqyZ8AljUEHqeB8taux73nPs7N5gB/YwxM3GVUA/jTuIE09+3OXA8MN0Y84VvDIC4MsZcjzu58CZwJYFjIXiuhktEPgCsMsb493dvkIwxv8W9Nm4H9q9l8TRcL9k3jTFfGmMOjGActwNzgQtx7c0aPWNMV9z7b2Xv20ZQOW6M+Q0wD1cU4d9upLKBwBRjzEO+KwQqbyPFGPM47iT0cQQOTF0hEde+aK4x5ld1iPlgY8w3uJ7mx+CqZ2vSD3fycKkx5qpw9+sRR2dcAcQzVL0S1F8icDTwlTHG6/t13Pm+/9+FKzYYByTXsHg34FFglu8qo1D2k2mMeRM3js3ZBLaGq05b4CTg30R5/BuRypToFYkA36Bn/j/U3rLWFvhN8x9AKws4NcLh/AVXTVTZUOBmAGNMFq6izd9vrbXrIhxLTbwunx9XOSHdwPgPLAfuB0VY6tkxVeF23Jnyyv5kjInrDybfMfM0rgrK38vAKdbaXbGNag+v4/w4X+uUBs0Y80fc49s5jNX7AR/4eimHs+/xuCqTuvTBblWHdavla7nyBlXbqoBLdBxmrf08GvuNMK+keV6wKxtjOgBf4qppY853AuJLXJVcuII6Pnyv5XdwPTAzwtjPPrjXgv/J14bsYY9pbQlMOHkZQd1OCgwDZhtj+tdhG5FwMHV7j8nEDWTn1SO/QfCdAHkSeITgEvb+DgM+N8aMikAs/8RVFDe1toX+bVQAvo55FBFmjLkN+Ce1J0oru55KxQC+9h1vAb8OYRtJuPFPTglhnYr9HQfMBIaEui7u/fMJY8zDwZwwqyWOHsAs3OsrFLcZY+6uy74jzfdYvID7fRLK78eDcSf8/cfQqG4/mbgT16eFGqNIvDS1DzuRaLmUwB8m/gk4cFUu91H1w+gy4JVIBWKtLTXGXIS7VCml0qw7jDHv4i5t7+i32pvWWq8KnGj60mNaH+BeY8zvrbU2xvGEzZdo/IPHrEl12Gy9OaYqWGuXGWOewF1SW6EDLsH650jvLxi+L+ovAV6VT08A11hry2MbVRVex3kW8B9jzK+stSVR2u8S9iadOuAqFSsLpo9ztRU/viSv13NeCnyCS8KuxX3P6Iq7FN6/qjMFeNEYU2atfTWIeCr2/VdcSwwvS3CXQy7CVdQbXIJhX1wF5VCi+N3HVyEy2befymYBJ1tr61rlHyv9PKYFG3sCrlqpR6Vpy3BVsj/j+vK2wSU4x9UhRk++qqcnqpm9Fnd8/Ii7PyW446MH7vg4jJorw/z31Rz348+rf/FS3GvhB9xrqRT3Y30I7vWQXWnZZOApY8xGa+2UYPdfX1lr5xljthB4pcswvN8Tq1OEq9JagHtNb8P1UU3CnYzoi0sMD/Jbrz0uSTrI1twXvPL7YC+qVnnuxL2f1Mb/5Gd1Fvn2txDX87PAt25L3JUGB+MqWStXiRngr8aYH6N8XPh/HoT6WOyoZvq/Cbx6DNyVLtNwSa/1uPvcHXdlxkF+y7YCphpjRllrv6ghhppcAfzGL94PgC9wVdcG9zl1FK6tSmMy3GPa3Ip/+CpcjwXOwvWK7YZLnubi3iPn4h6rKdbarVGONVinUvXqrY3Au7gily2411R/3H3y/+5zizHmLWvtN7hE8fGV5v3s285i3InNLNz7yxlUTSgnAP8yxsyw1npd/RLAuMGvJ+P9/WOub94KXAuKjrhCjzEEJrKvw33f9x9IO1gtcVe5VZygt7j35A9xV1LswH02DcclNf0/D28xxky21fex3sDe95MWQE+/+Uup/v2iQihjKfwFdxVOhdW47xo/4o6FFrg+uuNw3zkq6wPcQ3CP5YMEvjcB/IJ77H7G9TUu8u0zA/e98wDc6yriV1qK1CrevSN0062h33AfuGup2o9nLdX098N9AFVetgzIiUJctxDYJ2i9x7RNQHYd9zXRY7sja1knGdfo36uf0Uzcl6+I9fGsJoaLPfY9IcRttMAlGv23sxhIa2jHFNX06K00vy1ucIrKy2wP5hgiwj16cT9EP6jmGPpLNI+dEB/Tb6uJ8Qfc5V8pUd5/wONXx+0N93guK163+9aw3mG4JIf/etuCPV5xP7i8HsvvCaI/Jy7BeDnuh8jEWpadEcrxiks6LfOI7U2gWYyOtYke+x8Z4jbScD/W/Ldzd5CPU+VjYwvwK8BUs64BUj2mr/DbZo3Pld8x5tUfdqnvteYZR6X1WwLn4i5prfH5ruHx/gl3SW61+8Iltm4hsJdgLtClIRwnQexjssc+/hfEejt98Y0J9nWDOzHxvsf+Hgsh3pBe70Fs71lcAuWKYJ9T3PeJOzyO4U2xeg+J1GPhe715vVe/BXSqYb2TgDUe6y0HWgex34s91q38nvQvoE0N64f1vS0Cj/lIj7gnRmC7szy2u69v3gG4ohCv58n/VgDcHcxzEOHHxev5rOhrW4qr5PR8znAnCd7wWH86rjig8uvrzBpi6IV3j+1bg7wPbao5plcCx9WwXhdc4tnr+TglyH37r1e5l/HXwMAa1u1ezfExrQ7H9Mg6HAsT/bZVxN5e+Ntx77WevxtxhQX3eMRTCnSuZb9dCey5vwl38j6YuNNxJyfeBV6M5etHt6Z9i3sAuunW0G/AiR4fHPfWsPxZHsvfEYW4En0f4rV9eTs9Avvy//AN6sMcV2FRU2xbgP/hzrYOxSMhUMe4L/bY54Ra1knDnW0/Cncm2StZnQ8MbojHFLUken3L/NFjf48Gse1IJnpvqOb4LgduiPTrqY7H2Qm1HOfbccnAG3EtQCI6CI/X41eHbRlc5YL/fXiXIBLWuAoZr4E/JgexbjaBJxksrno95PcGoFst82cEe7ziqm+8Bo16iDAG9arD8zPRI4aRIW7j/6o5Tj0HsPN4nCpuG4D9w7wf/u9DE4NYJwX3w9k/jhmEMRAjNQyy5Zvv9b47KZjXQaVtHEtgsvfxhnCcBLGPP3ns4+sg1msd5v4SCBxkdgeQGeT6Qb/eg9xeWPfDt+5oXLV55XhiNlhtXR8LXMLa6/3w39RyssW3/j54J8aC+Z5xcTXvR5Z69t3AL+6RHvFOjMB2N3tstz2u0rq2gcC8bouo4YRuFB6X6p7PMoIYsA9XVOL/naO80uOyDugdxHZ6ejxei4K8D//2iH8ZQZwAwn3nesFj/aBO/tTwPE4miJMauO9s/id+gyomqeaYHlmHY2FiNfdlK9C/Ds/F7bWsc43HOkeGeR+ax+q1o5tu6tErUnf+A2YBPF/D8u8Q2OvwEv8BAurKWlsGXIT3YFAV/metfTOS+w3Rv3AJruq0wVVXPYqrSigwxnxvjHnSGHOBMSYnCjHdYYyx1d1wZ8PX4Zrxe7XBmAUMt9bOrkMM9fKYquRBAnvPXuXr+xUrf8NdDlVZGXCZtfbBGMZRK2vte7iEX3Va4i6RewA3IEi+MWaBMeY5Y8zlxphgBvGJlRNxl7tVtgo421pb6yXM1g0AMxb3OqqyXWOM/3b9/Q73WFU2EzjXWltU2749YlkZ6jpejDHn46oJK/egLAfGW2vH2/i2DgmJMeZivFtyLCC0S+4BLrfWLqhzUMG7GHcJfGW/ACfaMAZitNauqG6e7731T36T5wFnBfM6qLSP94E7/SZfEuogMfXUJo9ptQ6SZoO8FNpjvXLcD/LVlSan475DxFy498O37ocEfmbEcrDcurqYwJ683wJXW2ttbStba5cDZ+ISKpVd4uuVGY436tt3g2gzxiTjvkf7G4Ubq8P/cvIC3NVoywj8jK6wL/C1MaZvpOIM0z3W2km1LWRdeyz/zzTD3rYyv7LWLg5iO0txVfqV7esbT6Naxpi2uKtaKivDFdmsCWK/FrgEl6yuLNtju8FaAVxgra3p92HF/nMJ/IxKwF21Ul9cYq0Nph0ZuCtp/O/3mFrW8f9ts9ha+2mQ+6vCxm+8EGmClOgVqQPfj7GT/CZ/Z639qbp1fB+s/v1Tu+E9YEKdWGsXUX3v1HWE3+MpInxfYM7HVeEEIxkYgBvB+gVgpTFmtjHmOmNM6+hEGZRy4L/AMGvtodba+eFuqL4fU7797STwi18yVXumRVuKx7TzrLX+X8Trixtxlz0Gk/RLwPUUuxD3Y2yRMWahMeY2Y4x/v7lY83rPuMl3TATF9yP+Xr/JBpek8eQbMMN/fjHuR1rcEqnGjeL+X6oej7uAcdZarwGp6h1jTDNjzLHGmMm4H7Je3w1v9p08DNYn1tp3IxNh0Lz6pF8UyrEZghMJ7GN8vQ2v5/aDuARLhTSq9o1sqPI8pkVlAMQKvs/C1/wmj4jmPqPI/+Tuwb6e0A2B1+dESP3yrbVfETguQTou6RWqcuCmMNZr6DLwHtjwafa+z1vc9+lDcFXo+1pre+Jeq6NwbQ78ZQJvxHEg3jzgryEs/y7uMn9/H1hrPwphO697TPPqz17Z5QT2uX3SWjs32J1aa0uB33rMCvc33J0hnoh6mcDe1f590ePlU2vtO8Eu7Etcv+c3eUAtA9z5FxjUl17VIjVSolekbi7EJbgq8xowy59XdaZXFWed+KqOqhut+CNr7bZI7zNU1tpCa+3luOTm92FsYhBuhO8lxpjf1nU02jAlABcAT/oqMP2PiVDU62Oqkqdw1XKVnW2MieeXv3Pr+NhHjbW23Fr7R1xrhhlhbKIvLpG+1BgzwRgT9IBRkeIb+O5Iv8kbCG/QwX8T+MOhpgqRIwlMEr0SqarcUBljkowxT+NGca9sE3CUtfat2EdVraeMMXM9bj8YY1bi2mFMJ/AEU4W7w0jaBnvyLiKMMf0IHPRlprU2WqPLn+H3/7pU+OzGDdpW2chwtlXPeH2/aOYxLdL8q/MOjcE+o8H/fiThBgys14wxXQm86mO2tfbbMDb3uMe0cCoJP66pQr8Rq24AqIrXYSGu/cGF1tpvKldbW2tLrbWfWGuPww0A5l9dvT+ujVc8vBLiyeXduJYT/kL9nPL6jVLblUhex6vXcV0j3+eLf8HHgWGc/N+Ja4kXyr63Efh+VNv9jpX/hLHON37/b8Hewem8+Cd2D4xzcZFIUKI28rRIE+GfSCvBDcxVI2vtl8aYxUDvSpNPNcZk+c42Rsqvqb6q8wJjzDPW2hkR3F/YrLVTjDHv4RI65+Ma1/uP2F2TtsAjwPHGmHPrcNnkRgLbElSWgEs4taXqqNQAB+K+dPzGF4PXF8va1PdjqmJ/pcaY26ha4WBwlZpRqST2k48bdb2yU3EjrZ8ZyuXTsWSt/RI4yhgzGHdyYBxBXM5cSTpusJ4TjDGnWWvXRiHM6gwksDLlLV+1SUisteuNMTOpmtDqY4xpY71H9h7pMe2FUPcbCcaYVrjj3v8H3CLgeF/Fcn1S46WlNSgB/mytvTuMdf0Tl9E20mNaNI8P/xMeoba18Od/zBxcx+3VB14nXWu9bN+fMaYN7gTZgbgrHTJxFVbpeFcrZvn9v2uo+4wGY0wibrDAAbj70hF3P1oS/O+xaLSrirThHtO8KiFrZa391hizHNezt8JhxhgTTAuISmL9flRf1Na+6ypr7du1bcRa+6jvarPb/Wb92hhzTzitceroszDWWQkc5DdtZigbsNbmGmMKqFrhmVHd8r7XvH+LsZ9rukKvFq8ReCXJcGpugefv6zC/Hy/FFRxUqC+JznBOsC71mNaaqm1/Kpvl9/904GVjzPnR+H0lEilK9IqEyRgzjKofeuBGIt0c5Caep2o1WCouwfloBMLD1zfqvpoWAZ4xxhwYpUtbQ+b74j4DmGGMuRJXMXA4MASXZOpHYLWrv+OBKcaYUWF+mXnCWjuhtoV81dK9cP1Gr6HqD5GDgZm+GIJu41Dfjyl/1to3jDFfU7Vi6mhjzBhrrdflfpF0G27U5KP9po/FXVI4rr4mewGs6+E8Gxjve60ejvtBMBCXBKit8m0I8IkxZmgMf2R5XaJYl17U31I1QWdwr50PPZY9zO//5bjB+GLKV602BfccVTYTOLWRfOkvxV3a+KcQ+t5VttFauy7CMdXG//gA+CIaOzLGdMKNRl7ZccaYuXXYbAe//4dykrO+yvCYVl3fzwDGmKOB8bj+iXW5UiPJGNPCWrujDtsImzGmA64v5Dm4QbDqIqPOAUVfpD8nZlP1+1Vr3MmrJSFs47s67L8hq6mVzAxrbU1jP/j7M+77ZOXnohXuuH4ijNjqIpTnvkKB3/93h/k55Z/orSnh2YfAgpC6fmfyN5DQEr219iOuhn/xTH1I9BYG0+fYg1chUE33ZzqwnqpjshwHLDPGvIg7kfV5mK2bRKJGrRtEwud1WXwwl9hXqBhFtbZthszXvmAigV8w8vz+vw81J4Pjxjo/WWufsNZeZq09GHd5zTBckq+mL+7DcYN1RTu+xdbav+MS0P/1WyQbeDPEnnr19piqwc0e0+6J4kBwFXYBJwMfeMw7CffYV3fZYr1irV1qrZ1orf21tfYQ3I+IQbjBx2ZSfRVcb2J7ibxX8mlhHbbnNVBXdQku/wTJCmut/w+3aOuKSy77J3lfAo5pgElei2vbsBr34/Mp4GrcaNqnhJnkBe9BuKLN//gopW7HZk28KvDbA/3rcPOP32sApYbGa9Cs7bWtZIxpZYx5BXfC5yTqluStEJekhO+E9SLgeuqe5IX6kVypTTw/J6oTj/ek+qCmIo6QCgB8SawnPWaNDGU7ERJO2zn/JFy4rev8t1PT+1N9fC2E+z0llPsdK5G6L1DD/fG1/riWwO/irYHf4AbnzjPGfGiM+YsxZmwdBo0UiRglekXC4BsY6Cy/yduAycFuw9dbcobf5P4R6nE6nsABSH4AhhJ4VvvXxpijIrDPqLPWFltrv7LW/s1aOwhXSfp5NYtfY4ypqedSJOPajRtl2v/y3d4EOQBIAzimqtvnZ7gKx8oG4Co/osr3uI8F3veYfSIwqaEkeyuz1pZZa7+z1j5krT0CdyKhusEmTjfGDIlRaF5fXPPqsD2vH1r+l11XNz0e/cV7AJ38pk0CzrfWeg30Ul8cZa01HrcEa21ra22OtXaItfYKa+2T1tr1ddxfrcm8KPA/PvJDvLQ7FLFIwsa8B3cUeCU2q7s0FtjTFmU6gZ+FdRXzpIQx5g+4xFgkB6CrD8mV2sTzc6I68XhPijvfyVCvK5vK8b5ypjZe37XiMdhhJConY1F9WR9fC42p6jRm98Va+yau3Vp1J0+a464wvA14G9jiGyz8Zt+VYCIxp0SvSHjOxlWXVvZKGJeKe1Vr1qkC0xhTMWhTZSW40ccXE5h4rGjh4H9/6j1r7SxcNYFXVWMq8KsYxlKG653q7xpfn67a1NtjKgi34H44VHaXb/CuqLJulPVTgGkes48H3o7HwGWRZK1daK09BZhQzSLRfn4r+I88DDVXDNXGa12vfUBgsiQel2F79SI+CddnWfYKuWdzBMTy+FClTnCGekxbVss6D+I9eNpi4B+4BPBQ3AmX1kCq/wkM4JI6xBwRxpgRuH71/ioGQvoN7rtLL9zx1BxI8LgvDZH/e7i11u6qw/ZC+ZyoTjzek+oLrzEnlllrw0l+/0DgIKodYnAFV0MVz+9MEmHW2v/h2nE8TmDRlL8E3JV59+AGUX7KGJMd5RBFqlCiVyQ8XomVq40xNpQbrr2Cv3PDTUz5EorPEVgNdLe1di6AtfbfBJ6V7049beFQG1+C9Sq8L4fy798abZ8SmGBoh6twrU29PKaC4etD7N/rrTvux2zU+ZK9p+L6ivobQyNI9gJYa+/Eu6ImVse51xdb//YwofBat7ovz/4/SuNxYuoL3Jf2ypJxg3JcFId4ZK9YHh9efWbvraZqOuxbFOOPOl/ix38QIqih5ZIx5kDgUr/JO3BVVH2stTdYa1+z1n5rrV1vrd1ezYnQ2vqbx8I/PKZNBLpYa8+31v7LWvupr21PnrV2t38FujGmPtyPcPi/h5sQW1j5C+VzQgJ5nVzxGvC0Vr7v2/79TRNpGL2j4yGe35kkCqy1a6211+CuWDkdeAyYR+AJkMqScb/xfjDGePUwF4kKJXpFQmSM2Q/vgV8iJYPwK8RuJrCK5jvgr37TLifwh/HVxphRYe43rnxfPv/pMatPjOMoAVZ4zOpf03r1/JgK1p+AQr9pt/suxY0636XzpxPYRgLgWGByA/7hXNkjHtN6Blk1Xldelw1m1GF7XutW13PN/4dpXKoqrbW3Av/nNzkReNYYE5MTG+LJ//hoHcUqsy0e00K9fLaxG4T3a7SmAfLOxl1hVNlF1toXQ2zDEdfnwhjTCxjsN3mytfYSG9rAmQ31mIrn54QE8iqCqEurIf/vedA4Ws1Eg14LjZTv5Nwka+1vrbUDcM/NMcCdwCwCr3IEN+jqFGNMY+jBLw2AEr0ioYvFZdIh78MYcxCBrQOKgAuttVUuW7PWrgZu8N8E8HRDbOHg843HtHiMXO51OVxtcdTLYyoUvmPKf3CPNngP1hatGCqSvV59jUcD79axsqg+8DrODbHpG7rZY9p+ddje/h7TvJJoEHj5aXdjTFwuWbTW/hW4jqoDcxjgn76+nBJ7/sdHEt7HVyRs9JjWLUr7aqiu95i2Ee/3rwrH+P3/J19fxFD1CGOdSPK/HwB/DmM78b4f4Yrn54QE+tZjWl0G9cvwmBZWhXAToNdCE2Gt3WGt/dBaO8FaeyjuO8HfCDwx0gHQ90SJiaR4ByDSkBhjkgns+1pM3Uf37krV6o2Rxpge1tra+tlVjus5wL8n6gRr7U9e61hrnzbGnAEcV2lyd+B+4NfBBl6P+F9OBvHpy+b1BbraS3rq6zEVpr/hqsUrV3KNN8b801q7Lor73cNaW+w7rl/F9e6tbBQu2XtSHXsGxpPXcQ6xOda9LrsejHeP7GD4DyJnq9kHwFfA4ZX+n4CrgvdqZRF11tpHjTE7gP/gKnor3GuMaWmt/WM84mrCviLwfXQ44Pn5V0dLcFVUld9fhxljEn1XlzRpxpguuOpcf7VV5voPWDMzzBCieXVMMPzvR6G1dnYY24n3/QhXdZ8TH4W5Pf/PiTxgaZjbaopmeEzrZowxoQ5Y6esx6n+yvLoWKgK/4NrPVC6g8a/2D4XXwLtz6rA9iRJr7RrgNmPMVOATqn5PHEcMi2Ck6VJFr0hoTsb1XK1skrV2QF1uwO1+2zQE9qqryZ8I7AM7C5e0rckVBCaOrjLGxLq3bSR4jfDtVXkVNb7Bx/bxmOU1GEaF+npMhcxauw2X7K2sOdUPIhatOIqBM4FJHrOPAt4zxtSlT1o8eR3nxXhfIlghIAkcZquH7wisTjg1nG0ZY9pTNXELsMhaW91liDM8psVssEUv1tpngfMIHPn5dmOMV49OiZ4ZHtOicnxYa8sJTFq1wLWIadJ87wXP43oSVlaK62VYE/8rX0K+JNnX5zfcijn/98lw2+HU+X74nBXmevH2pce0M8LZkDFmEIHfqb4ONUHZlFlrlxNYOJBBeFc8DPOY9n0Y22kSfCf+/K9i6GuM6RfmJs/0mOb1eqsvvAoQYtFmrN6w1s4k8CrDno3g6kJpAJToFQmN1+Xv/43Adl8lMFlwkTGm1teoMWYwcIvf5EJcb7saq4t8Zxx/579JXAuHhjaSq1d/4VhXfYwisNoBaq7OrXfHVB09Cqz2m3apMaZvlPdbha9f8tmA16W/R+KSvQ2xTYnXcb68lh++XoN1hHzffY/pJ36TO+AGwgvVlQReVVRTde6nBCazzzLGxPWSeWvtq8BpBCbAxxtj/h2D15sA1tqFwCK/ySOMMdGqinzbY9qtUdpXQ3I/7mSav3/5Ek418R9RPpzWS/4tqULh/z4Z7ueD//3IDPV9wBhzJK7PcYPja+Pk/51nsC9pGyqvvudxuYqjgfP6ThnOibALPaaFW6ndVEz3mHZ1qBsxxhwOHOA3+QdrbUwLWkIUke+ejcDPHtPq0j5FJCj6ASISJGNMZ2CM3+TNwLS6bttauxV4z29yF4/9+ceUimvZ4J8w+T9rrf+P3ur2/Sww1W9yN2qvBq4TY8xIX1/hSGwrC+8vTl4Dc0WFMSYJ14Tf3xprrefl6PXxmIrAfgtxFeaVJRJY6Rt1lZK9r3vMPgKYGu1krzFmoO8LeiS2lQLc5DGrtuPcq9o33P6PXoMePhBKdYIvOet/cspSQ8Wfr9WGfw/oFOCFeCdTrbVTgBNwl2hWdgUuPrXJio17PaZNjFL1/iu4Fg6VHW6M8T9x2iQYY1obY14n8MQxuBOuwbQyWe/3/9GhvLaNMaOBi4Jd3oP/++Q+YQ7o538/mhF49UK1fO+l/w5jv/WJ1+fEY6E8nsaYocDFfpN3As/WIa6m6mlgt9+0q4wxnYLdgDFmIIHtsCzwRh1ja+yeIfBE8NWh/P7xfYfw//5DNdPqk0h+92zIOvr936LeyhIDSvSKBO9iAi85ecV/oLM68DrjXtsAWncTePnV58BDIe77Clzfs8qu8v1wipZDgbnGmEnGGK++U0ExxrTCJfI6+M0qwruaM+J8P8yeB4Z6zK7pB9vF1L9jKhKeB+b7TTuVOFyy5Xssz8VVOPsbAUyPcvX6vsBnxpiPjTGjwkwcVPRynkhgRYcFXqpl9R89pp0QThy4kwf+1Qndgf8Fk9A0xmTiqiH9E8OTrbWLa1n9YQLfpw4HXvKd9ApJJKuBrbWf4AZhyvObdR7wejjxScj+C/j3IN8XN8p1RqgbM8Z0r26e733Ff/BTgPuMMVeFuq9K+xxmjPlfuOvHmjGmhTHmN8BcXN9Bf/nAOGttdb3FK/PvyduDICvffEmol3BXJIXL/32yNd6XqtfGq7fwX3zv4TUyxjQDXsMdtw3ZcwS2rDiUIBNTvvfm1wn8nfq0tTavztE1Mb6qT//kewbwou+Yq5Exph3wIoHf4d6w1i6ISJCNlLV2C+47cWVJwBvGGP8EYADfd8angP5+szYRmav/omk1ge0Bw/3uGTfGmAnGmEPCXLcr7qqvyhb6ClFEokqJXpEg+D5ovfqbRvJDdjKBH4hjjTGely8aY4YReJniTuBiXw/BoFlr1wLjPWY9FeUkmMElAL8xxsw3xtxsjPHqcRu4ojHJxphzcD8wvS4V/ZvvfkWFcXobY27EDfhzrsdiS6mmMro+HlOR4jv+/Cs248aXlDkPeNlj9jBcsrdVlMM4CneJ41JjzF3GmKD64xljEowxx+FGzvY6xp4LYqCf+cB2v2m3GmMuDuZHXmW+FhGXETjA4CnA+8aYXtWt6/ui/DmBP1jygN8Gse9cXMWef5uKs4CvgjkxZYzJNMZcZoyZh3cFftistV/jnmf/kbZPAd5RT7boqlTBX+Q360hgtjHmzNpOtBhj0o0xZxtjPqOWykFr7f88lkkCnjDGvBFsxZYxposx5npjzNfAF8DYYNaLB2NMkjFmgDHmSmPMs8BaXAKpu8fiW4FjrbXzgty818m4h40xv6nueTPGJBpjrsG1lKn4XPN/rwuWV6/LZ4wxR4V41cA3wEq/acOBN2v67PWd8P6MvYmQcO9H3Flrd+A9qO81xpjXjOvR7skYcwLuc8J/ULsVBF4tJMG7E1jlN20k8JGpobWW77fGTMB/mR0EjgUh3m7FvVdW1gv4oqbvLb6r/t7G+0qFK31X0NVbvu+LX/lNHm2M+Zvv5EFDcSrwtTHma99ndU4wK/leOx8D/r8v6nuCXhoJXU4oEpyRBF5usthaOytSO7DWFhljXgMurzQ5GddHq8rAPr6EwUQCT9bcYq0Nqy+ttfY5Y8yZwImVJncDHgDCrlAKQT/gHuAeY8x63GByP+Aub9mK6zfbEugMHAQcDWRWs62Zvm2F42pjzKk1zE/wxZEN1HRJ8Abg5Bq+iI2kHh1TkWatneJLlhwRzf0Ey1pbZoy5ACjHJX0rOwyX7D0uyMqzutgH9+PodmNMLu44/x5XnbEVd4lfC1yF+gG4nrzVVX0sxLuVQxXW2hJjzH+p2u8wHZekesoYsxrXS83/BNGfrLXveGzvS2PMncCf/WYdBSwwxnyE+3K7FlcB1BWXvBhGYMWdBa6y1vr/AK3uvrxjjPkLgT8wDwY+MMYsxvVwXIRLuBpc5dK+wEDcc11RWRfxQWSstXONMUcAH+LeqyocC0wzxpxkrW2wCZz6zlo72xhzLe5KisrHWk9cInGNMWY6rnpzC26wmAzc63IgLiFXkZD/NIhdXo37we5/af7pwOm+EwqfAotxr+9y3/7a4F7fg4De1K0SNVKeMsb4tx8B91uhte8W7InfmcD5vn6tQbHWfuTxmZGESyRfb4yZBCzAXYKejXv8TgEqX36+Efg7cF+w+620/1nGmAVUvUpqX9x72W5jzBpgl8eqJ1hr11XaTpnv/fEZv+VOAlYYY94AvsYdfy2AHOB43BVBlY+DawmsBGwwrLWvGmPGEHhC+wzgRONGo5+J+66UhnsNjiVwYGFw3/8uiMHnc9QYN57GUzUs4tVGaqwxZm4N68y21l5ew/w9rLU7fN/xPwMqX2FyGPCjMeYD3MnodbjP7RzgOKpvO3JxsC3imjprba4x5le47yaVcy/74L63fIcrzFiB+w7YEfc+eBzuteHvn9Zarz7x9dEzuPtR2S3ALb7ferkEDtr2jrW2Pp7UOcR3e8gYswhXaPQj7rtmnm+ZDNznxlG47xT+FuOuThOJPmutbrrpVssNd/bN+t3+FIX9HOmxn/keyz3qsdzHgKnj/jvhPnT9t31MLetN9FhnZC3r3OKxTiRu04HmQd7fi6MUw2ygT0M6piotv8Jv2SV12PchtTxOM4LczgSPdS8OM6YE4IVq4pkFtI7w439OlI6x74DsEOLogOsdGco+anyMcdVVdbkPxbhkUDiP6+9wVcV12f/EWvYxI5zj1bdud1xFv/8+vwWyInmM+e13osc+R0Zrf3V9nGrY5opQniuP9c/GJeXqcnwEdT9wP8SfruO+Kt92RPP5quE4icRtEXABYX4XwSWXNoS573xc4vxij3ndg9z/KFzSIZT9em4b+F8dHse7fdvwnz4h2sdGJF/TuIThv+t4TOUDR4ewz7Cf/yg/piOj8HoL+XnBJd3q8t5YBFwew8ctIs8nge95K8KMZ4XfdiaGsG5FL/+6POePAAkh7DMi7yHhPn6479wfhngfPR/TCD6HXq/FkTUsPzdCr9fVQL9YvXZ0002tG0RqYVxvP6/ec9G49OIzAi+t6le5N5Ax5ijgGr9lCoBLrLW2Lju3rirleo9Z0Wjh8C7wH1wFTiRswlWOHGfdwE3xsAhXhTPU1lDpUN+OqWixrjq5Xg3UYV1biYvwrpQaCnxowujnWYMvcWfv/S/lDVcB8HvgEGutf4uAallrN+CSGHMiFAfW2j/j2kmsq21ZDwtwJ5BeDHPf/8ANLOjVfzhYURut2lq7AlcJFTD6PPCpMca/p7hEkLX2FVwP7s/rsJmgjg9rbaG19jJcgtO/R3CoNgGP13EbsbYNd/LsBKCvtfa/4X4Xsa6yfxTuszQUi4Bh1to6vb9Zaz/G9VOMxHvDJbgTAKEoBH5rrW0Ul8Rba8ustVfivlduC2MTXwMjrLUfRTaypstaOw1Xxes/jkIwFgOjrLU1VSZLNay17+EqdWtrt+VlK/Bra+11NsT2fPHki/UM3ImvhmpDBLYxGTjUWvtTBLYlEhQlekVqdx6Bl858Za2t6w+6AL4fR16Jj8sAfMnWZwm8zPMma21EEknW2hcA/8u1c3CXQ0aMtXa+7wdAJ9wl3bfhBnoK5cfANmASrkdnN2vts3VNdgdpF+6DfyFuwJD/w32A97XW/jOIL2H15piKgdsIvCwrrnzPzyW46gB/g3HJ3uragoS6r1XW2vHW2u649gI34o7ZUBIJO3CV6pcAXay1D9gwBnKw1i4EhuCqvB/C9bVcg+sF6d9zN9htvoy7dP0PuFYINb3+SnGJt8uBg6y1wVwaX9O+P8T1+z0HmIb3ZdX+fsFVxAy01t5cl/3Xxnfi7AgCW0QcgBugL6g+bxIea+131trDcRVskwjsV+5lNe4E5JHW2rND3N+LuEs2zwem4k7KBGMB7pg8Aehsrf1DKPuNgWLce9A6YB7uvj2Ca1sxAGhrrb3QWjs1Ep+/1g3uNBj3uVrbD+yFwHW495OI/IC21k7GVeSfhUvUfuOLYyc1v7/5b6fIusvqT8T1Xq5JPvAkrtrrsTDCrtestY/g2qfcTeBgnv4KgQ9wg/gdZq2ty8k88WBd3+wBuO8U31DzcV2G67N6MbCftba2Y1lqYK39DldUcDau0tW/p7y/Bbg2WT2ttU9EObyosNbmWWvPx/V5noAr9FmK+w1X7wcls9Yeh2vpcxMu9i1BrpqPG5jySGvtWBvFcWNEvJjY5ERERILnG6ijN65/VWtcX0CD++FcgEuSzbch9P8TqW+MMW1wx3kPXF+vlrj+bTtwydetuIH+lsXoBEad+V67Q4B2uD6aZbj+ZRuAr20UeywaY1J9++7i23drXD/PfFyl5QJfZbM0QcaYRNyl/d1xA3dl4n5kF+Aux11og+wVHeT+knAnd7rhevJm4Xr0FuB+4C4GfrZu4Crx4BuE7SB8CWWgGe7xWwnM9VXONwi+98bhuJPbGbhjbyMuWf29dYOGNgnGmG645zQb97wW46rZ1+E+J+J1VVaT5Ds2B+O+i7TCPR9bcM/HV1Z95aPGGJMOHIrry9sOSME99ptw7wv6nVMP+U7U98R9n8jAjXtRgvvuvgl3tdmShlR9LY2PEr0iIiIiIiIiIiIiDZxaN4iIiIiIiIiIiIg0cEr0ioiIiIiIiIiIiDRwSvSKiIiIiIiIiIiINHBK9IqIiIiIiIiIiIg0cEr0ioiIiIiIiIiIiDRwSvSKiIiIiIiIiIiINHBK9IqIiIiIiIiIiIg0cEnxDiDa2rZta7t37x7vMERERERERERERETqZM6cOVustdle8xp9ord79+7Mnj073mGIiIiIiIiIiIiI1IkxZmV189S6QURERERERERERKSBU6JXREREREREREREpIFToldERERERERERESkgVOiV0RERERERERERKSBU6JXREREREREREREpIFToldERERERERERESkgVOiV0RERERERERERKSBU6JXREREREREREREpIFLincA9UlRURG5ubkUFBRQVlYW73BE6qXExERatmxJVlYWqamp8Q5HRERERERERERQonePoqIiVq1aRWZmJt27dyc5ORljTLzDEqlXrLWUlJSwfft2Vq1aRU5OjpK9IiIiIiIiIiL1gFo3+OTm5pKZmUnbtm1JSUlRklfEgzGGlJQU2rZtS2ZmJrm5ufEOSUREREREREREUKJ3j4KCAlq1ahXvMEQajFatWlFQUBDvMEREREREREREBCV69ygrKyM5OTneYYg0GMnJyeplLSIiIiIiIiJSTyjRW4naNYgET68XEREREREREZH6Q4leERERERERERERkQZOiV4RERERERERERGRBk6JXqkXjDGMHDmyztsZOXKkWgqIiIiIiIiIiEiTo0SvAC7RGspt4sSJ8Q65wZgxY0bA49e8eXM6duzIEUccwe9//3u+//77iO3v4osvxhjDihUrIrZNERERERERERGp35LiHYDUD3fccUfAtIceeoj8/Hyuv/56MjIyqswbMGBARPe/cOFCmjdvXuftPP/88+zatSsCEUVet27duPjiiwEoLi5m8+bNfPfddzzwwAM88MADnHfeeTz55JO0aNEivoGKiIiIiIiIiEiDo0SvADBhwoSAaRMnTiQ/P5/x48fTvXv3qO6/b9++EdlOTk5ORLYTDd27d/d8nOfOncuFF17I//73P3Jzc5k6dWrsgxMRERERERERkQZNrRskZBV9cIuLi/nzn/9Mnz59SE1N3VOtmp+fz/3338+oUaPo0qULKSkpZGdnM3bsWL766ivPbXr16J0wYQLGGGbMmMHrr7/O0KFDad68OVlZWZxzzjmsXbu22tgqq2idMGHCBObOncuJJ55IRkYGzZs358gjj+TLL7/0jGn9+vVccskltGvXjmbNmjFgwACee+65KtuLhAEDBvDhhx+SnZ3NtGnTeOutt6rMf+utt7jgggvYd999SU9PJz09nUGDBvHII49QXl5eZVljDM899xwA++yzz55WEZUT9XPmzOH666+nf//+ZGVlkZaWRu/evbnxxhvZtm1bRO6TiIiIiIiIiIjElip6JWzjxo3j22+/5fjjj+fUU0+lXbt2gGvD8H//938cccQRnHjiiWRmZrJq1Sreeecdpk6dyuTJkznuuOOC3s/jjz/OO++8w9ixYznyyCOZNWsWr7zyCvPmzWPu3LmkpqYGtZ3Zs2dz3333cdhhh3H55ZezatUq3njjDY4++mjmzp1Lnz599iy7adMmDjvsMFauXMkRRxzBsGHD2LBhA7/5zW849thjQ3uggtCuXTuuuuoq7r77bl588UVOPfXUPfNuueUWEhISOOSQQ+jcuTP5+fl8/PHHXH/99Xz77be88MILe5a94447eOutt5g3b16VlhuVW2/85z//YdKkSRx55JGMHj2a8vJy5syZw4MPPsjUqVOZNWsWLVu2jPh9FBERERERERGR6FGiV8K2cuVK5s+fT9u2batM32+//Vi3bl3A9DVr1jB06FB+97vfhZTonTZtGt9++y0HHnjgnmnnnXceL730Em+//TZnnXVWUNuZMmUKzz777J7KY4Ann3ySq6++mocffpjHH398z/Rbb72VlStX8oc//IF77713z/Tx48czdOjQoGMPxciRI7n77rv55ptvAuLu2bNnlWnl5eVccsklPP/881x77bUccsghgKuCXrFiBfPmzau25catt97KP//5TxITE6tMf/rpp7n88st5/PHHufnmmyN750REREREREREJKqU6A3C+PEwd268o6jZgAHw0EOx3eddd90VkMwFaN26tefyXbp04YwzzuDRRx9l1apVQffTve6666okeQGuuOIKXnrpJb755pugE73Dhw+vkuQFuPTSS7n22murJFeLi4t56aWXaN26NbfffnuV5fv378+FF17IU089FdQ+Q9G5c2cANm/eXGW6f5IXICEhgeuvv57nn3+e6dOn70n0BqNbt26e0y+99FJuuOEGpk+frkSviIiIiIiIiEgDox69EraaKlu/+OILzjrrLLp27UpqauqeXrGPPvoogGd/3eoMHjw4YFrXrl0BQuop67Wd5ORk2rdvX2U7ixYtYvfu3Rx00EGeLQxGjBgR9D5DYa0FCOgxvHXrVm655RYOOuggWrRoseexHDRoEBDaYwlQUlLCY489xogRI8jKyiIxMRFjDAkJCWzfvj3k7YmIiIiIiIiISPypojcIsa6UbSg6dOjgOX3SpEmcccYZpKWlccwxx9CzZ0/S09NJSEhgxowZfPrppxQVFQW9n8r9ZSskJblDt6ysrE7bqdhW5e3k5+cD0L59e8/lq5teV+vWrQMgOzt7z7S8vDyGDBnC8uXLGTp0KBdeeCFZWVkkJSWRl5fHww8/HNJjCXD22WczadIkevTowSmnnEKHDh329Dl+6KGHQt6eiIiIiIiIiIjEnxK9Ejb/ytMKf/zjH0lJSWH27Nnst99+VeZdddVVfPrpp7EIL2ytWrUCYOPGjZ7zq5teV5988glAlTYMTz31FMuXL+eOO+5gwoQJVZb/6quvePjhh0Pax+zZs5k0aRKjR49m6tSpexLm4Pr+3nfffeHfARERERERERERiZu4t24wxvzOGPOTMWa+MeYlY0yaMWYfY8wsY8wSY8wrxpgU37Kpvv8v8c3vHufwxcOSJUvYf//9A5K85eXlfP7553GKKnh9+/alWbNm/PDDDxQUFATMj8Z92LRpE08++SQA559//p7pS5YsAWDcuHEB61SXMK8YZM2r2rlie2PHjq2S5AX45ptv2L17dxjRi4iIiIiIiIhIvMU10WuM6QxcBwy21h4AJALnAPcC/7DW9gK2AZf5VrkM2Oab/g/fclLPdO/encWLF+9pRQCu/+yECRNYsGBBHCMLTkpKCmeffTb5+fncfffdVebNmzeP559/PqL7mzdvHscccwxbtmzhhBNOYOzYsXvmde/eHYAZM2ZUWef777/nb3/7m+f22rRpA8CqVasC5lW3vU2bNnHNNdeEdwdERERERERERCTu6kPrhiSgmTGmBGgOrAdGAef55j8HTAD+BZzi+zfA68BjxhhjK0axknrhd7/7HVdffTUHH3ww48aNIzk5mS+++IIFCxZw8sknM3ny5HiHWKt77rmHjz/+mPvuu49Zs2YxbNgw1q9fz6uvvsoJJ5zAW2+9RUJCaOdJVqxYsaf9QklJCVu2bGHOnDnMmTMHgAsuuIAnnniiyjoXXngh999/P+PHj+eTTz6hd+/eLF68mHfffZfTTz+dV155JWA/Rx99NPfffz9XXHEF48aNo2XLlmRkZHDttdcyZMgQhg8fzptvvsmwYcMYMWIEGzduZOrUqfTp04dOnTqF94CJiIiIiIiIiEhcxbWi11q7FngAWIVL8OYDc4A8a22pb7E1QGffvzsDq33rlvqWbxPLmKV2V111Fc8++ywdO3bkueee48UXX6Rr167MmjWLgQMHxju8oLRv354vv/ySCy+8kJ9++ol//OMffP/99zz++ON7WitU9PIN1sqVK7nzzju58847efDBB3nnnXdo3rw5N910E99//z0vvPAC6enpVdbp1KkTM2fO5MQTT+Tzzz/nscceY+XKlTz++OPcc889nvsZM2YMf//730lOTuahhx7ij3/8Iw888ADg2jq88847/PrXv2bdunU88sgjfP7551x++eVMnz6d5OTkMB4tERERERERERGJNxPPYlhjTCbwBnA2kAe8hqvUneBrz4Axpisw1Vp7gDFmPnCctXaNb95S4BBr7Ra/7V4JXAmQk5MzaOXKlbXGsnDhwoCesiJe/u///o+//vWvTJs2jTFjxsQ7nLjS60ZERERERKTheuXTufTp0p4BPTvGOxQRCZIxZo61drDXvHgPxjYaWG6t3WytLQHeBIYDGcaYirYSXYC1vn+vBboC+Oa3Brb6b9Ra+29r7WBr7eDs7Oxo3wdppCr3GK7w448/8sgjj5CVlcWRRx4Zh6hEREREREREIuP8d0/m3CfviHcYIhIh8e7Ruwo41BjTHNgNHA3MBj4BzgBeBi4C3vYt/47v/1/55n+s/rwSLYMHD6ZXr14ccMABpKens3jxYqZMmUJ5eTlPPvkkaWlp8Q5RREREREREJCzl5ZayZhvYtH1FvEMRkQiJa6LXWjvLGPM68B1QCnwP/BuYArxsjLnbN+1p3ypPAy8YY5YAucA5sY9amoqrrrqKt956i5deeomCggIyMjIYM2YMN910EyNHjox3eCIiIiIiIiJh25S3ExJL2ZGwJt6hiEiExLuiF2vtHYD/dQLLgKEeyxYCZ8YiLpE77riDO+7QJSwiIiIiIiLS+CzfkAtAcZoSvSKNRbx79IqIiIiIiIiISIyt2uwSvaQWsGbz9vgGIyIRoUSviIiIiIiIiEgTszZ3255/z122No6RiEikKNErIiIiIiIiItLErN+Wu+ffC1Yr0SvSGCjRKyIiIiIiIiLSxGwq2FvR+8sG9ekVaQyU6BURERERERERaWI279hb0btymyp6RRqDpHgHICIiIiIiIiIisZW7OxdMCqakBeusKnpFGgMlekVEREREREREmpj84m0kmExSituzFVX0ijQGSvSKiIiIiIiIiDQxBaW5JJFFS7qwHVX0ijQG6tErIiIiIiIiItLE7CrfRmp5Fm2SO1OYoopekcZAiV5pMCZMmIAxhhkzZsQ7FBEREREREZEGrdDk0sxk0jG9C7b5JrbvLIp3SCJSR0r0CgDGmJBuEydOjHgMEydOjNq2o8n/sUlNTSU7O5uBAwdy+eWXM3XqVMrKyiKyr4b6GImIiIiIiEj9UpyYS4vELLpldgHgh+Xr4xyRiNSVevQKAHfccUfAtIceeoj8/Hyuv/56MjIyqswbMGBAbAKr5Nprr+Wcc84hJycn5vsORsVjWFZWRl5eHj/99BMvvPACTz/9NIMHD+bFF19k3333jXOUIiIiIiIiIlCWso1WNpNe7TvDNvhhxRpGHNA93mGJSB0o0SuAa4vgb+LEieTn5zN+/Hi6d+8e85j8tW3blrZt28Y7jGp5PYYbN27kt7/9La+99hqjR49m9uzZtGvXLvbBiYiIiIiIiPjsKiyB1O1kksUBXbvAz7Bovfr0ijR0at0gYZk1axZnnHEGHTp0ICUlha5du3LVVVexbt26gGWXLVvGlVdeSa9evWjWrBlZWVkceOCBXH311WzduhWAkSNHcskllwBwySWXVGmFsGLFCqD6Hr3GGEaOHMmWLVu48sor6dixI6mpqfTr149nn33WM/6ioiImTJhAjx49SE1NZZ999uH222+nqKhoz/YioX379rz88suMHDmS1atX89e//rXK/Dlz5nD99dfTv39/srKySEtLo3fv3tx4441s27atyrLBPEbr1q3jz3/+M8OHD9/z3HTq1InzzjuPBQsWROQ+iYiIiIiISMO2clMeAG2aZzGgZ2cAlm1ZE8eIRCQSVNErIXvmmWe48sorSU1NZezYsXTt2pXFixfz1FNPMXnyZL7++us97RXWr1/PkCFD2L59OyeccALjxo2jsLCQ5cuX88ILL3DttdfSpk0bLr74YjIyMnj77bc55ZRTqrSG8G8b4SUvL4/hw4eTkpLCGWecQVFREa+99hqXXnopCQkJXHTRRXuWtdYybtw4pkyZQu/evbn22mspKSlh4sSJ/PTTT5F+uEhISOD2229nxowZvPTSS/zjH//AGAPAf/7zHyZNmsSRRx7J6NGjKS8vZ86cOTz44INMnTqVWbNm0bJlS4CgHqPPPvuMe+65h6OOOopx48bRokULFi9ezOuvv84777zDF198Qf/+/SN+H0VERERERKThWLXJFRZlt8yka3ZrKE5nXZEqekUaOiV6JSS//PILV199Nd27d+fTTz+lc+fOe+Z99NFHHHvssVx//fVMmjQJgNdff53c3Fweeughrr/++irb2rlzJwkJrqj84osvBuDtt9/m1FNP3fP/YM2bN4/LLruMJ598ksTERADGjx/PQQcdxL333lsl0fvf//6XKVOmcPjhh/Phhx+SkpICwJ///GcOPfTQkPYbrBEjRpCUlMSmTZtYsWIF++yzDwC33nor//znP/fEXOHpp5/m8ssv5/HHH+fmm28GgnuMRo0axcaNG/ckhyvMmzeP4cOHc8sttzB16tTI30ERERERERFpMFZvyQWgQ+ssEhIMyYWd2WRV0SvS0CnRG4Tx08Yzd8PceIdRowEdBvDQcQ9FfT//+te/KCkp4eGHH66S5AU4+uijGTt2LJMnT6agoKBKsrFZs2YB20pPT49YXM2bN+fBBx+skjDdf//9GT58OJ999hk7duygRYsWADz33HMA3H333XuSvOCqYv/4xz9ywQUXRCyuCqmpqbRp04aNGzeyefPmPYnebt26eS5/6aWXcsMNNzB9+vQ9id5gVNf/t3///owaNYr333+fkpISkpOTQ78TIiIiIiIi0iis87UK7JSZCUCLsi7ko4pekYZOiV4JyVdffQXAp59+yrfffhswf9OmTZSVlfHLL78waNAgxo4dy2233cY111zD9OnTGTNmDMOHD2f//fff074gEnr37k2rVq0Cpnft2hWAbdu27Un0fv/99yQkJDBs2LCA5UeMGBGxmPxZawGq3O+SkhKefPJJXn75ZRYsWEB+fj7l5eV75q9dG/oH7ZQpU3jiiSeYPXs2W7ZsobS0tMr8LVu20LFjxzDvhYiIiIiIiDR0G/JdRW/XtlkAZCZ1ZqX5NJ4hiUgEKNEbhFhUyjYUFYOn3X///TUut2PHDsBVrH7zzTdMmDCBadOm8eabbwIuAXvTTTdx3XXXRSSu6vr4JiW5Q7ysrGzPtPz8fLKysvbMq6x9+/YRicdfYWEhubnugzQ7O3vP9LPPPptJkybRo0cPTjnlFDp06EBqaioADz30EEVFRSHt5+GHH2b8+PFkZmZyzDHHkJOTQ/PmzTHG8NZbbzFv3ryQtykiIiIiIiKNy6YC9/s0p52r6G3frAvLzDpKy8pJSkyIZ2giUgdK9EpIWrduDbhkqVcFrZf99tuPV155hdLSUubNm8eHH37Io48+yvXXX096ejqXXXZZNEMO0KpVK3JzcyktLQ1I9m7cuDEq+/z8888pLS2lffv2dO/eHYDZs2czadIkRo8ezdSpU6vEUl5ezn333RfSPkpLS5kwYQIdOnTgu+++C6jarajGFhERERERkaYtd5dr3bBPB5fo7dK6M+wsZcHKTRzUo0M8QxOROtBpGglJxWBlM2fODHndpKQkBg0axM0338xLL70EwFtvvbVnfkV/3crVt9Fw8MEHU15ezpdffhkw7/PPP4/4/srLy/nLX/4CwHnnnbdn+pIlSwAYO3ZsQML5m2++Yffu3QHbqukx2rJlC3l5eQwbNiwgybtjxw6+++67ut0RERERERERaRS2FeZCUSvSUtxv0V7tugDww3L16RVpyJTolZBce+21JCcn87vf/Y5ffvklYH5xcXGVJPCcOXPIz88PWK6icrZ58+Z7prVp0waAVatWRTrsKi688EIAbr/9doqLi/dMz8/P56677orovjZt2sQ555zDjBkzyMnJ4bbbbtszr6Kyd8aMGQHrXHPNNZ7bq+kxateuHc2bN2fOnDl7WmeA6wN8/fXXs2XLljreGxEREREREWkMtpdsI7E4c8//+3Zyg60vWLsmXiGJSASodYOEpG/fvjzzzDNceuml9OvXj+OOO459992XkpISVq1axcyZM8nOzubnn38G4IUXXuDJJ59kxIgR9OzZk8zMTJYuXcrkyZNJTU1l/Pjxe7Z92GGH0bx5cx566CG2bt1Khw7ucpHf/va3e1pGRMKFF17Iyy+/zLRp0zjggAMYO3YsJSUlvPHGGwwZMoRFixaRkBD6OZAJEyYAroI3Ly+Pn376ic8//5zi4mKGDh3Kiy++SNu2bfcsP2TIEIYPH86bb77JsGHDGDFiBBs3bmTq1Kn06dOHTp06Beyjtsfouuuu45577uHAAw/klFNOobi4mE8++YTc3FyOOuooPvnkk/AeNBEREREREWk0dpTlkkLWnv8P6NEFvoBlm1XRK9KQKdErIbvgggvo378/f//73/nkk094//33SU9Pp1OnTpxxxhmcffbZe5Y999xzKSoq4ssvv2TOnDns3r2bzp07c84553DjjTdywAEH7Fk2MzOTN954gzvvvJOJEyeyc+fOPfuLZKLXGMOkSZP461//ygsvvMCjjz5Kx44dueiii/jNb37DW2+9FXT/4cruvPNOAFJSUmjZsiXdunXjwgsvZNy4cRx77LEByePExETeeecdbr/9dt577z0eeeQROnfuzOWXX87tt9/O/vvvH7CP2h6ju+66i+zsbJ566imefPJJWrduzTHHHMPdd9/NHXfcEcajJSIiIiIiIo3NbptLGnsrevfv1g7KkliVp4pekYbMWGvjHUNUDR482M6ePbvW5RYuXMh+++0Xg4ikPvvggw849thjueWWW/jb3/4W73DqPb1uREREREREGp7UG/Ynm36sefC1PdOSft+NbnYkSx94Lo6RiUhtjDFzrLWDveapR680SevWrQuYtnXrVm655RYATjvttFiHJCIiIiIiIhITpcm5tEzKqjKteUkXtpWqolekIVPrBmmSbrjhBubNm8ewYcPIzs5mzZo1TJ06ldzcXK666iqGDh0a7xBFREREREREIq683FKeso3WNrPK9NYJndlkfohTVCISCUr0SpN0+umns3HjRiZPnkxeXh5paWn069ePyy67jMsuuyze4YmIiIiIiIhExZb8XZBUTJZfRW+7tC6sMe9RXm5JSDBxik5E6kKJXmmSzjrrLM4666x4hyEiIiIiIiISU8s35ALQNr1qRW+nlp35rngna7Zsp1XzVO546W3yd+/g37++mJTkxHiEKiIhUqJXRERERERERKSJWL1lGwDtW1Wt6O3Rtgusg8PuuZR1qR9BWj4Ak3//Mp/f8D/2y8mOeawiEhoNxiYiIiIiIiIi0kSs2eoqejtmVk30DunRC4B1zaeyT/HJ3NvvAy7KfIrcljM58NFBPPv+NzGPVURCo4peEREREREREZEmYn2eq+jtnFW1dcMFRw9iV/GXnDC4H12yW+2ZfszHB3Pxe+O4dObhLNn4Gn/51diYxhsNpWXlfPrDMo4+uFe8QxGJKFX0VmKtjXcIIg2GXi8iIiIiIiINz8btrqI3JzsrYN6Vxx9WJckLcP6ogSwYP5vEwg48893TMYkx2n7/7OuMfqsvXy1YFe9QRCJKiV6fxMRESkpK4h2GSINRUlJCYqIa8ouIiIiIiDQkm3e4RG+39pm1LLlX7y5taFN6IPmsjlZYMfX9mgWQUMYH836KdygiEaVEr0/Lli3Zvn17vMMQaTC2b99Oy5Yt4x2GiIiIiIiIhGDb7m1QlkSHzBYhrdc2pSuFqY2jAnbtjpUAzFu9OM6RiESWEr0+WVlZbNu2jS1btlBcXKzL0kU8WGspLi5my5YtbNu2jayswEt9REREREREpP7KK8rFFGWSkGBCWq9Lyxxss61syd8VpchiZ0vpCgAW5yrRK42LBmPzSU1NJScnh9zcXFasWEFZWVm8QxKplxITE2nZsiU5OTmkpqbGOxwREREREREJQUFpLskm9KKdHm26wib49pfVHD+kTxQii50dSa6id12REr3SuCjRW0lqaiodO3akY8eO8Q5FRERERERERCTidpVvI4XQE737d86BTTBvxaoGnegtLimjtLnrNZyfqESvNC5q3SAiIiIiIiIi0kTsNrk0M8EPxFahf/euACxa37AHZJu3bD0klmJ2taM0fQU7dhfHOySRiFGiV0RERERERESkiShJ3EaLhNAregf27gzWsDy3YQ/INnuJa9uQU3o0JJQzc/7yOEckEjlK9IqIiIiIiIiINBGlybm0TA69ordFsxQSdnVk3c6Gneidv9oleo/qNhqArxapfYM0Hkr0ioiIiIiIiIg0AcUlZZCWT2Za6BW9AM1KurK1pGG3bliyxSV6rxztEr0/rFGiVxoPJXpFRERERERERJqAlRvzAGjTPLxEb6bJoSAxtIreTdt20mb8Mbw7a2FY+4y01dtXYna35ZC+XTGFGSzZpkSvNB5K9IqIiIiIiIiINAErNuYCkN0i9NYNAO3TulLSbDXl5TbodT6a9wu5mR/yn0+mhrXPSNtUsoJmRd1ISDA0L+zN+iIleqXxUKJXRERERERERKQJWLN1GwAdWodX0ZuTkQPJu1m8dmvQ66zflgfA0m1LwtpnpBWYlWSYbgC0TehNfpISvdJ4KNErIiIiIiIiItIErM11Fb0dM8Or6O2V3RWA75YG36d3Y34eAOuL4p/oLS+3FDdfSYc0l+jt3rI3ZS1WkbejMM6RiUSGEr0iIiIiIiIiIk3A+jyX6O3aNryK3gO65gDw46rg+/RuLsgDYHtS/BO9i9ZsgeTddM/oDsD+HXqDsXw2f1l8AxOJECV6RURERERERESagM07XOuGnOzwKnoH9XKJ3l82Bp/ozd2ZB0Bp+kp27C4Oa7+R8u0vKwHo08FV9A7p0RuAr39R+wZpHJToFRERERERERFpArbuchW93TuEl+jdLycbSlNZlRd864ZthXnuHwnlzJy/PKz9RsqPq1yit383l+gdeaBL9P6wVoleaRyU6BURERERERERaQLyCrdBcTotmqWEtX5CgiF5V1c27A6+oje/KG/Pv2f9Et/2Db9sconeofu6RO8+HTMxu9uwdJsSvdI4KNErIiIiIiIiItIEbClaT1JhhzptI72sK3nlwVf0FpTkQXELAH5YG7tE78qNeSxdl1t1Wv5KKGpJt/YZe6alF/VmQ7ESvdI4KNErIiIiIiIiItIE5JWtoUVZ1zpto01SDruSg6/o3VWWR9quHlDUiiW5sUv0HnbPJfS//7gq0zYWriS1sBsJCWbPtHaJvSlIVqJXGgclekVEREREREREmoCdSavJTOxSp210TO9KWfN1FBaXBrX8bptHqs2k+e7erC+KXaJ3a8JCdmZ8y0ff791nHitobbtVWa57q96UtVjDlvxdMYtNJFqU6BURERERERERaeRKy8opa76W9s3rlujdJzMHEsr5fsm6oJYvMnk0Mxm0Mb3IS4hN5Wx5uaU4zbWXeOC9N/bGkraS9qndqyzbr4MbkO3TH5fGJDaRaFKiV0RERERERESkkVuwchMkltK1dd0SvX065gDw/bLg2jeUJOWRnphBTotelLZYwa7CkjrtPxjLN2yDFFeh+9mW1wFYs3k7Ni2Prq2qVvQO7ekSvbMWq32DNHxK9DYyhYWwaVO8oxARERERERGR+mTusjUA9GpXt0Tvgd1cj9+Fa4MbkK0sOY+WyRn0bdcLEsr4auHKOu0/GHOWuNjS84awK2M2n89fwaxFbr/7tqua6B15kEv0/rhOiV5p+JTobUTKy+GQQ+DKK+MdiYiIiIiIiIjUJwvXukRvvy51G4xtcG+3/pIttVf0FpeUQep2WqdmMLB7LwC+WhT9Pr3zV7lE7yV9fwfAvZPfYN4Kl+g9oGvVRG+X7FaYXe1YlqdErzR8SvQ2IgkJcPbZ8PbbMHNmvKMRERERERERkfpi8SaX/BzQo24VvZ3atMQUZrC2oPaK3rVbtgOQ2SyDEfu7RO+81dFP9C7e6Ev0jjqSZnkHM2PT6/y8wSV6h/TuFrB8i6LerC79jtKy8qjHJhJNSvQ2MuPHQ+fOcNNNYG3VeXPnwp/+FDhdRERERERERBq31flroDSFPl3b1nlbqYU5bCqqvaJ39eY8ANqkZ3BA9/ZQ3ILFudGvnF2ZtxrKkjige3tGZJ3Bjoyv+Wb9F1Cayv7d2gUsf1LOBezO+J7Bt/+O8nIlTaThUqK3kWneHO66C775Bl5/fe/0lSvhuOPcvCXRP3kmdWSta8UhIiIiIiIiEgkbd68haXdnkhLrngpqRVfyqT3RuzY3D4DslhkkJBia7erFusLoJyU27FpN4q7OpCQncuPxZwCwssWrJO/q5nn//3fD1Qws+h3z0h7hpL/dH/X4RKJFid5G6MIL4YAD4NZbobgYtm+Hk06C3Fw3/7vv4huf1O7kk6F9e9dv+cMPobQ03hGJiIiIiIhIQ5ZXtobmpXVr21AhOyWHotTaWzes35YHQPvWGQBkmV7kJUQ/0Ztbtpr0UtdLeMzgfUnLPxASymhZFti2ocKsux4gZ/s5TC29masffyHqMYpEgxK9jVBiItx3HyxdCo895vr2/vyz692bkqJEb323dStMnQrZ2fDSS3DMMdCpE0yZEu/IREREREREpKHambSGzMS6DcRWoXPLrthmuWzatrPG5Tbm5wHQMTMDgK7pvShJX05hcXSrmXYmrSIzMWfP/w9r7ap6s5OrT/QmJSbw458nkrHtKJ7ccCmPv/t5VGMUiQYlehup446Do4+GG2+EadPg8cfh+OPhwAOV6K3vpk51bRueew42bYI333R9l888E776Kt7RiYiIiIiISENTXm4pbbaG9s0iU9Hbs61Los5eXHNV7+aCPAA6t8kAoE92L0gs4Zufa68GDldpWTmlzdfQodnepPb4MS7Rm9NqnxrXbZWeyrzbJmFKWvDIp89FLUaRaFGit5EyxlX1pqTAzTfDFVe46QMHwpw5GpCtPps8GTp0gEGDoFkzOO00eP99l+w96SRXnS0iIiIiIiISrIWrNkNSMV1bRybRu39nl+j9fvnKGpfL3ZkHQNfsDAAGde8NwBc/R29AtgUrN0FiCTkZexO9Yw/dn9/nvMHDF11R6/o57VrTtvAwVpR9GbUYRaJFid5GbOBA2LwZ7rln77RBg2DbNjc4m9Q/JSWuAvvEEyGh0qszOxumT4ekJFetvW5d/GIUERERERGR6Drxr/ezz40XRGx7c5etAaBndmQSvYf26QHAvNU199vdVpgH1tC5bSsAhu/XK6j16uL7pa5auHf7qm0q7rvkdPbLyQ5qGwdmHkZR6wWs3JgX6fBEokqJ3kauVauq/x840P1V+4b6aeZMN3jeyScHzuvRA957z/XwPfFEDdAmIiIiIiLSWH2x6V1WpE6O2PYWrHWJ3v07RybRO7BXJyhuwaIti2pcLr8oD4pakZTo0k8DenaEkmYs3hq9RO9Pa1yi94Cu4fcjPq7fMAD+O2NWRGISiRUlepuYAw90g7XFMtH744+u3UB5eez22VC9+y6kpsLo0d7zBw2CRx+FuXNh9uyYhiYiIiIiIiIxUpCyGFK3s2pTfkS2t3STS/T27xGZRG9CgqH5rr6sKay5t2BBSR6JJRlV1kvb1Yu1u6OX6F2y2SV6B/YMP9F7/sihUJ7A+wvVvkEaFiV6m5i0NOjXL3aJ3jVrXBXxfvtBRgYcdRT86U9QVhab/ddnP/1U9XGw1vXnHTUK0tOrX+/EE93fTz6JbnwiIiIiIiISe5u27aQ8fT0A3/6yKiLbXJW3BsqSOKB7+4hsD6B9Ql/yk2tO9O4qyyO5LKPKtEzbi20meoneVfmroSSN3p3bhL2NTm1akrb9QObnaUR0aViU6G2CYjkg2/PPuxYD//gHXHih6w98113wxRfR33d9tmABHHAA/OY3e6f98gssWeIGXKtJdrZbd8aMqIYoIiIiIiIicfDZ/KV7/v3jysgkejfuXkPirs57WihEQs+MvpS1WM2G3B3VLrPb5pFqM6pM69K8F8XpS9lVWBKxWCrbtHs1ybu7kpBg6rSdHimHkdt8FsUlqlSThkOJ3iZo0CDYtCn6A3pZC88+C0ceCePHw2OPwccfu3lNPdH73nvu77//DU884f797rvub22JXoCRI+Hzz93gbSIiIiIiItJ4fLNkb7Xrog2RSfTmlq6meWlk2jZUOKhTHwA+mvtLtcsUmTyamYwq047edxgkFfPwO9G5THVb+WpalIXftqHC8JzDIHU7k2ctiEBUIrGhRG8TFKsB2T7/3FWoXnLJ3mlZWa6NQ1NP9E6bBvvv79ow/Pa38Omnrm3DQQdBTk7t648cCbt2qU+viIiIiIhIYzN/nS/RW57AirzIJHp3Jq4hIyGyid4RffsC8PXi6gdkK0nKIz0xo8q0m8cdB8UtmPjtqxGNp8Lu5NVkJdU90Xv2MDcg26TZat8gDYcSvU1Q//5gTPQTvc8+Cy1awBlnVJ0+fDh8+WXTHZxt506YOROOPx5efBF69nSP0eefB1fNC65KGtS+QUREREREpLFZlrcYs6sdSTu7sX5X3RO95eWWkmZraNcssoneo/r3gvIEflhffZ/esuQ8WiZnVJmW0SKN7oWnsDjpzYi3bygsLqWs+To6ptc90XtU/56Y3W2ZtUaJXmk4lOhtgtLToW9f16c3HKWlcN11NQ8GVlAAr74K55wTOLDY8OGuV+/Pfp8F1sKdd4YfV0MxYwYUF8Nxx0Hr1vDOO64FQ1kZnHxycNto2xYOPDD0Adnmz4cffgg5ZBEREREREYmRjSVLaFHUi/TSHLaV1T3Ru3RdLiQXktO67snPyjJapJG0Yx+Wb/dO9BaXlEHqdlqnZgTMO2/AWdi0bTz41kcRjWne0vWQUE63zLrf14QEQ7uiw1hpv4xAZCKxoURvEzVoUPgVvbNmwaOPuqRkda0DXnvNVa5WbttQYfhw9/fzz6tOnz8fJkyA//wnvLgaimnToHlzGDHC/X/ffWHSJLj8chgyJPjtjBzpWmAUF9e+rLXw+OOubceoUS7RLiIiIiIiIvVPQfISspN60SYph53JdU/0fr9sDQA920a2ohcgq7wvm613onftlu0AZDbLCJj3+9OOhaJWPD8nsu0b5i5fDcC+7SOT1B7QZhglrX5h8ZqtEdmeSLQp0dtEDRwIa9fCxo2hrzt1KiQmQps2cMIJrg+vv2efhT594LDDAuf16gXZ2YF9el97zf1duDD0mBqS6dNdkjYtbe+0o45yCe7ExOC3E2yf3l274KKL4JprYNgwyM2Fv/wlnMhFREREREQkmnK376asxRq6t+pFx+Y5lDVf6ypja3DD068x/E//V+38+atc8rNv58gners260Nh+i+UlgX2Zly9OQ+ANukZAfMyWqTRo/gUliRNYsfuIKqXgrRgrbuvB+ZEJtF7/IEuqfHip19HZHsi0aZEbxNVMSDb99+Hvu7UqS6B+/77rs/uccfBpk175//yi6vWvfRS1wvYnzGuqrdyotfavYneBY14QMulS2HxYveY1VUwfXpXrXLP1X//69pifPyxq7J+9FEXi4iIiIiIiNQfM+cvA2D/9r3onpUDCWXMW7a+2uXzdhTy8KLr+NLcw6pN+Z7LLNnkKnr77xP5RO/+7fpCciFfLwysPF6bmwdAdssMz3XPH3AWNi2Pv0/6sNrt5+0o5MWPg78ceekWl+gd1Dsyid5zjxgM5Yl8sEjtG6RhUKK3iRowwP0NtX3Dhg1uneOPdxW7774L69bBEUfAeee52wUXuMrUX/2q+u0MH+4SjRUVxT/95Hr27rsvbNkCmzeHdbeCMncu3HBDdPdRnenT3d9IJHrbtIGDDqq+T++mTTB6NKxYAVOmwJ/+BAkJcNddkJQEt9xS9xhEREREREQkcr5evBiAwT160bdDDgDfLa2+fcP1T/+X8vQNkFDOf6Z/5rnMqrw1UJ7IQft0iHi8Q3v2BWDG/MD2Deu35QHQvnWG57o3nXYMFLbmhe+qb99w1j8e5IJPh/DVguBaWKzZvhqKWpLTrnVQy9emXWY6zbcPYMF2DcgmDYMSvU1U69auhUJtl/37e/999/f4493fQw+F11+H5GS3rdmzIS/PDdbWsWP126no01tR1fvaa67S99Zb3f+j0b5h2za49lrXn/gf/4Drr4/8PmozfTrss4977COhuj69+fkumbxmDbz33t7nC6BTJ/jDH9zz5t8+Q0REREREROLnx3WuN+IRB/TioO4u0fvTGu8kZ3FJGS+tup+0vP5Qmsp7C72rgDbsWkPirk6kJIfQKzBIR/d3id45KwMTvRvz8wDomJnhuW6r9FR6lpzK0uS3qm3fMGvrNEgo57HpU4OKZ1PhalILIzvoXM/Uw8hL/4bC4tKIblckGpTobcIOPRS++sq1TQjW1KnQvj3077932gknwI8/upYNFbcHH6x5OwMHQmpq1UTvEUe4XrUQ+UTvyy+7auF//Qt+8xu48UZ46SU3MFqsFBfDRx+5BKxXS4twHHUU7N4N3367d9ru3TB2rHtO3nxzb1K9sptucgnfG25w7TdEREREREQk/pZtW4LZ3YZ9OmYy2Nd+YMlm70Tv7f99m5JWv3B1v9vIKBjGwt3eid7c0jU0K4l82waAPl3aYnZnsWhrYKJ3c0EeAJ3bZFS7/q8GngVp+Tzw5gcB8zbk7mB7K1dJ+/Gq4BK9+aymhY1sond07yMgZSdn/P2hiG5XJBqU6G3CRoxwrRiWLQtu+bIyV9F73HGuBUBdpKbCkCEu0btggUvsnnkmdO0K6emRTfSuWePaSPToAXPmuP60f/kL9O0Lv/417NwZuX3V5Isv3L4i0bahwhFHuKTxq6+69gyPPQYnnggzZ8ILL1S/r/R09xh8841LBouIiIiIiEj8bSheQvMidwlopzYtMYUZrCkITPSWl1se/+Fekgp6cO9F4xiUNYrdGXNZvGZrwLI7E9eQkRCdRG9CgqFFYV/WFy8KmJe7Mw+ArtkZ1a5/42mjMYUZPP/dywHznpj6KSSWkpLflw3NP2T7zqJa4ylMWU3bpMgmeu+58HQ655/BlOLfc80T/4votkUiTYneJmzECPf388+DW/6bbyA3t2obgLoYPtz1+33+eZesHDfOJZD79o3sgGyPPOKqVl95ZW9v4tRU+Pe/Xf/aCRMit6+aTJ/ueuNWVC1HQlaWq65+5BE46ST47W/d8/Tkk3DOOTWve+GF0KULvPhi5OIRERERERGR8G1PWkJ2wt5ef6mFOWwqCkz0Pjr5M3ZmfMMZHW8iJTmRcYPcD83/fPBpleXKyy3FaatplxadRC9Ah+Q+bE8JrOjdVpgH1tC5batq123RLIXepeNYnvYWW/J3VZn3zvwPoSSN3+x/J6Ts5MlpNScvtu8sorz5Rjq1iGyiNyU5kfl/foHW247k8XUXc/8bH0V0+yKRpERvE7bffpCZGXyid9o0l4g95pjI7H/4cCgpcUnKww+HDh32xhWpit7t213S88wzoXv3qvMOPxyuvNK1mQh1ULpwTJvm7nPLlpHd7n//65K1X37pKrQLCuCKK2pfLyEBTj3VJaB37ap1cREREREREYmivB2FlLVYRbeWexO9rcghn8BE719m3IvZ1Y5/XnExAL8aNQSKmzNtUdX2DSs35kHKLrq0il6it1dGX8rTN7h9VZJflAdFrUhKrDn1dNWw8yFlB39+5Z0q0xcUfUDWjsO5+fQToDSFV76ruX3Dd0vWAtA9K7KJXoCMFmnMu/Ut0nb05Q9zTuOlGd9HfB8ikaBEbxOWkOASj8EmeqdOdX19s7Iis/9hw9zf3btdIrbC/vu7dgvbt9d9H08/7bZz443e8++9F9q1g7PPhokTo9fGYc0amDfPtVWItH794Lzz4LDDXP/kUPr/nnaae/wrBtkTERERERGR+Pj8p+VgLPt36L1nWruUHIrSqiZ63/7yJzZnTOXoFteR1aoZ4Cpj2+wcwS/FVRO93y1dA0DP7MgnPyscnOMGZPtwbtX2DQUleSSWZNS6/nVjjyRhR2deWbj3ctO5S9dT1PonDskeTYesFmQWHM783TUneuetWA3Afp1yQrwHwenWPoOZV08lsaQ1l78dRHWVSBwo0dvEjRgBP/8MmzfXvNzmzTB7duTaNgC0aeOqdyvaNlTYbz/39+fAKz9CUlICDz3k+tgOGeK9TEaGq4ZNTIRLLnEDlF19NaxeXbd9+5vq+zw64YTIbreuDj/cVXVPmhTvSERERERERJq2Wb8sAWDQPnsreru0ysGmbWPd1oI90x776C0A/nHB5VXWH5I9iqLWPzF/+cY90x583/W+PXK//aMVNkfs5xK9Xy+p+iN+V1keyWUZta6flJjAwJRz2dRyGotWbwHgiekfAnD+YaMBOLzDCRS1XsBXC7wHpgP4aslPABzULXpJ7cH7dqZf4mnsSlsStX2I1IUSvU1cRZ/eL7+sebnp08HayA4kBnD55a7NQMeOe6ft7/v8qWuf3tdfh1Wr4Kabal5u1CjXKmLmTFfh+txzrn9tJL33HuTk7L1v9UVyMpx8Mkye7BLjIiIiIiIiEh8/rnXJwyP67U309mrrqlNnL95bjfTt1vdplncwB+zTvsr6Zw3x9en9cAYAH8xZzJf2AXoU/IpThvWLWtyHH7APlCXz04aqFb27bR6pNiOobdx07PmQWMqEV18D4INlH2J2t+HsIwcAcMVRrursseneVb3PffAtr+T+gWZ5AznyoB7h3ZEgdWjREdLyA3oKi9QHSvQ2cYMHu4HJamvfMG2aa3EwcGBk93/DDa6HbmU9ekBKSt369FoLDzwAffoE1y7BGJf0njgR7roLZsyAuXPD339lRUXwwQcujlDaKsTKqafCtm0u0S0iIiIiIiLxsXTbEkxhBj077e2XuH8Xl+j9caVL9K7ZvJ38Vl/Sv8WYgPXPHTkQilryweJPKC+3nPff66AsjUm/uS+qcTdPSyZlR09W7Kha0Vtk8mhmMoLaxpmH9yc1f3+mrH6R8nLLioQP6VJ89J7+vicM6UtiQTc+XhWY6P3o+yVc8uGJJBW14+vfTiEtJanO96kmOZmdAPhh+fqo7kckHEr0NnGpqa6tQW2J3rlzXX/ehBgcMUlJsO++davo/fRTN8DaDTeEHvNll0F6Ojz8cPj7r2zmTNf7t761bagwZgw0a6b2DSIiIiIiIvG0rmgxzQp7kZCwt0JoYA+X6F203rUs+Ne0GZBYypkDjw1YPy0liXa7j2BJ2Sf83wtvsyVjGqe2vpODenSIeuxtbF+2mqqJ3pKkPNITM4JaPyHBcETm+RRkfsFdL0+lPH0dR3U7psr8PonHs6H5h2zfWbRn+vzlGznuxTFgLO+eMy0m97VHtrskecHqdVHfl0iolOgVRoyAOXNgVzVXHZSXw5IlLvkaK/vtV7eK3n//2w0a96tfhb5uZiZcdBH873+waVP4MVSYMsUl1I86qu7biobmzeHYY+Gtt1wltIiIiIiIiMTe9qQlZCf0rjKtf8+OUJ7I8m0u0fvO/OlQnM7lxw7z3Mah7UdR0uoX7vvp16TmH8BLv7s26nEDdG+xH8UtFpO7ffeeaWXJebRMzgh6G3867TwA7v7uGgCuOHp0lfmnHnA8pOzkyWmfs25rAb998iWGPHoMpakb+M9R7zJmcGySFn07u4repRtV0Sv1jxK9wogRrj/rt996z1+92rUfiHWid9ky2L279mX9lZS4wc/GjnWVquG47jooLoYnnghv/cree88ledPT676taDntNFizxiX8RUREREREJLZ27C6mNH0lOS16VZmelpJE4q7OrNvpEr2LSt+n3a6RtEpP9dzOOYe6CqPy9A3cP/KfUW9jUOHYvsMhsZRnP/wKgOKSMkjdTuvUjKC3MeKA7rTaNoLSlitI3t6LEQd0rzL/tyeOgtIUbvvqCjr/ox2PbTiP4qSt3HXgG1w25pAI3puaHdDNVfSu2KqKXql/lOgVhg1zvWOra9/wyy/ub+/e3vOjYf/9XXVpxb5D8eWXkJcHJ50U/v779HGtFh5/3CW5w7VkibsP9bVtQ4WTToLERFfVKyIiIiIiIrH1xU8rIKGcvu16BcxLL8kht3QVM+Yto6TVEg7vFNift8KZh/cnYUdnehRcyG/HHhHFiKu68rgjoDyRN+d+BMDaLdsByGyWEdJ2Tsw5H4DeSaMD5nXIakHOrtMpTyjioNIr+OegmRT9bTW3nxPhUeNr0bNTFpSmsK5AFb1S/8Tm1I7Ua5mZcMAB1Q/GVZFsjXVFL7j2Df37h7buu+9CcjIcc0zty9Zk/HjX0uCVV+DCC8Pbxnvvub/BDAgXT23awBFHuD69d98d72hERERERESals8XLgJg0D6Bid7MxK6sNbN48sPpAFxxVPWJ3qTEBJbdNJ/2mS2iE2g1OrVpSYv8ofxgPgZg9eY8ANqkZ4S0nbvOOYu373+Ka0df4Dl/5d9fqkuYEZGQYEjc3ZHNVhW9Uv+oolcA177hyy+hrCxw3uLFru1Ax46xi2fffd0gauEMyPbuu3DkkdCqVd1iGD3aVRY/9FD4vWunTHHVwT161C2WWDjtNPd4V1fZvWULlJbGNiYREREREZGmYNrPn0FpCqcdFljp1KFZDqXNVzNjzTQSC7pxzMCaL7ft1j4jZi0bKhvQ+mh2tPqWNZu3szY3D4DslhkhbaNnpyx2/mM2vz5xeOQDjKBmZR3JK1NFr9Q/SvQK4BK9BQXw44+B8375xbVtMCZwXrSkpbnkaKgDsi1ZAj//DCefXPcYjIHrr4fvv6++f3FNdu6EGTPqf9uGChdfDDk5cPnlUFhYdd7337t5990Xl9BEREREREQatfm7PiCjYBjtMgMHd+memQOJJWxoOZXeCWNISIjhj/MQnDZgFCSU8e/pn7F+Wx4A7VtnxDWmaGllOrEzQRW9Uv8o0SsADPedLPvii8B5ixfHtm1Dhf33D72id8oU9zdSrRJG+9oC/fRT6Ot+/LEb0K2+t22o0LIl/Oc/sGgR3Hnn3ulbt8Lpp7uB8d5+O37xiYiIiIiINEbzl2+kMGMeQ9p49x/ct32O+0diCSf1PTaGkYXm0mMOg5I0piz4mI35eQB0zMyIa0zR0ialIyWpquiV+keJXgFctWaHDvDNN1Wnl5TA8uWxHYitwn77uSRzSUnw60yZ4tbr2TMyMXTu7P6uXh36um+95ZKnI0ZEJpZYOPZYuPRSuP9+mD3btfI491xYtw5OPdVVNm/dGu8oRUREREREGo8n33d9bc8/1DvRe1A3X6K3PIFrTzw6VmGFLKNFGpk7hrNg90dsLsgDoHObjLjGFC0d0jth0/LI3b473qGIVKFErwCuTcHQoYGJ3uXLXbIvXhW9JSV7B4OrTUGBa5Vw0kmRiyE1Fdq3Dz3RW1zsBjY75RS3jYbk73+Hdu1cwveWW+CDD+Cf/4Sbb3a9ij/8MN4RioiIiIiINB7Tl3yAKczk3JEDPecP2dclelvkH0K39hkxjCx0g9uMojDjB37etBiArtkZ8Q0oSrpkuEGMfliuql6pX5TolT2GDnX9bfPz906rSLLGo6J32DD39+OPvedv2+YSqhU++MAlhiOZ6AXo2jX0RO9HH7n4zjorsrHEQkYGPPGE69f8wANw5ZWub++QIW7e9OnxjlBERERERKRxKC+3LOMDOhUdTUpyoucyXbNb0zxvECd1/VWMowvd2UNdxfGcnZPAGjq3reMo6fVUz3adAFiwWn16pX5Rolf2GDrU/Z09e++0ikRvPCp6e/VyCeb33gucV1gIfftCv37w/vtu2rvvukRkRYI4UsJJ9L76KrRq5VohNERjx8K118Jxx8Ejj7hpiYmuZ/H06a6yV0REREREROpm2uxFlLVYw8gc77YNAAkJhp3/mM1LN/46hpGF5/yjBkFRK4pb/wxFrUhKbJxppz6dXEXvko2q6JX6pXG+4iQsgwe7v5XbNyxeDJmZ0KZNfGI64QTXjmHXrqrTp0+HTZtc9fGYMXD22a4/7/HHQ1JSZGPo0iW0RG9F24ZTT214bRsqe/RRmDq16n0YM8b16w1ncDoRERERERGp6plPPwDg8qNGxzmSyEhLSaL97iMBSCzJiG8wUXRgd1fRu2KrKnqlflGiV/bIzHSVu5UTvb/8Ep9q3gonnOCqd2fMqDr9tdcgKwuWLYM774S333aJ30i3bQBX0VtQANu3B7f8Bx+4BHRDbNtQmzFj3F+1bxAREREREam7L9Z9SFJBD0b27xHvUCLmsA6jAEguy4hvIFHUu3MbKEtm3fbgK3rLyy2H/fFWHpz0SRQjk6ZOiV6pwn9AtsWL45voPeIIaN7cVZZWKCyEd96B006DFi3gT3+C+fPh3nth3LjIx9C1q/sbbFXvq69C69ZwTPVX3jRYXbvCfvsp0SsiIiIiIlJXuwpL2NDsE3onNK4fjxcMd316U21GfAOJooQEQ+LujmwuDL6i96+vTufrpHt4aOYTUYxMmjoleqWKoUPdpflr17p2CatXx2cgtgppaTBqlOvTW9EXdvp0V2FbuWK2Vy/4wx+i0yohlERvURG89ZZLQqekRD6W+mDMGPjss8B2GiIiIiIiIhK85z76BlILOLFv40r0nnJYP8yudjQ3WfEOJarSSjuSVxpcRW95ueVvs/4IwAbzXTTDkiZOiV6pomJAtm++gaVL3b/jWdELru/usmWuuhhcxWxWFhx1VGz2H0qi9/33XYuHxti2ocKYMS6hPXNmvCMRERERERFpuF759gOwht8cPyreoURUUmICjx3+Bv868654hxJVrejEzoTgKnr/+OJkdmXMJjW/HyWtlrBqU36Uo5OmSoleqaJ/f0hOdoneX35x0+JZ0Qsu0Quuqnf3bte24fTTXZyx0LEjJCQEl+h99VXX6/joo6MfV7wccYSrnFb7BhERERERkfDsKixhdv400vMHs0/HzHiHE3G/OWkEpwzrF+8woqpNSkeKU2uv6C0tK+fB7/5E8vZe/P7gvwEw6au5UY5OmioleqWKtDSX7K1Pid599nF9YadOdcnFHTvgzDNjt//kZOjQofZEb2GhGxSuMbdtANcz+YgjlOgVEREREREJxdJ1uVzw0L/pfMM40v/clp0Zszgs65R4hyVh6tCiEzZtG7nbd9e43M0T36QwYx6X9bqDs0e4y6g/Waj2DRIdSvRKgKFD4dtvYdEil+Bs2TLeEbmq3hkzYOLE2LZtqNC1K6xZU/Mykye73sFnnx2bmOJpzBhYsCD4AepERERERESauqP//ltezL+KjYmz6Vt6Njd1fZ0pt9wS77AkTF1adwRg/ooNe6a9O2shaTccSP9bruPFj7+juKSMf/50Byn5+/Hw5edywD7tSdjRmR82K9Er0aFErwQYOtQlLKdOjX9/3gonnADFxa5iNpZtGyp07Vp7UvOZZ6BLl8bdtqHCmDHu7/vvxzcOERERERGRhqKgbBPpeUMpvncFC+/7N/dfOo6U5MR4hyVh2ifbJXoXrtnbvuH+qS9T1Oonfkh+kgtmDqL5bT0oar2A3+w/Yc9znV06kHVWiV6JDiV6JcCQIe7vpk31J9E7YgSkp7t/x7JtQ4WKRK+13vNXr3atDC6+GBKbwOd0v37QubPaN4iIiIiIiASryBSQZjNISDDxDkUioG/nTgD8sn7vgGzf5X1Aev5Qlvx6Pee0eJxmpZ3I2jaa+y85Y+96rQdS1PJnNm3bGfOYpfFTolcC9Omzt11DvPvzVkhNdVWk2dmxb9sALtG7axds2+Y9/7nnXBL4kktiG1e8GAPHHgsffghlZfGORkREREREpP4rNTtIS6gHvRElIvrluIrelbmuonfVpnx2tP6Gg1sdQ89OWbx0468p+MdXbH3oA5IS96bfhvccCAnlvPX1D3GJWxo3JXolQGIiDB7s/l1fKnoBnngCPv889m0bwCV6wbt9Q3k5PPusS0D36BHbuOJpzBiX+P7223hHIiIiIiIiUv+VJhbQTIneRqNP17ZQlsTa7a6i919TP4GEMs4YOLrG9U4dOhCAD39S+waJPCV6xdNQNxBkvanoBVfNG6/Ec02J3k8/hWXL4NJLYxtTvI0e7Sp71b5BRERERESkduVJBTRLahHvMCRCkhITSNzdgc27XUXvlIUfQnE6lx17WI3rDerdGbMrm7kbleiVyFOiVzxdcglcc41r4yBukDXwTvQ+8wy0bg3jxsU2pnhr08b1c1aiV0REREREpHY2eQctklXR25iklXZiW6mr6P255AOydx1Ji2YpNa6TkGDIKh7ImlIleiXylOgVT336wGOPQVJSvCOpHzp0cI/FmjVVp+fnw+uvw7nnQrNm8YktnsaMgVmzqu9dLCIiIiIiIrB9ZxEkltAyVYnexqQlHdmZsJ6vFqyipNUvDO9wTFDr7dtiILtbznfHhUgEKdErEoTEROjUKbCi9+WXobCw6bVtqHDssa5H8ccfxzsSERERERGR+mt9bgEALVPVuqExaZPSieKUdTz54QcAXHx4cInew7oPhMRS3vl6fjTDkyZIiV6RIHXtGpjofeYZOPDAvYPXNTWHHAKtWql9g4iIiIiISE025+8AIKOZKnobk/bpHbHNcnl/+bsk7OzIyYfuH9R6Jw92A7K9/6PaN4TqxY+/Y9O2nfEOo95SolckSP6J3iVL4Jtv4Fe/coOSNUXJyXD00S7Ra228oxEREREREamfNua5it7M5kr0NiZdMzoBsL7lFLqXjyYhIbjkwBEH7gOFrZmzXoneUDz6zmdc8NlgTrj/T/EOpd5SolckSF27uh69FQnNl192f88+O34x1QdjxsCqVbBoUbwjERERERERqZ+2bHeJ3ox0tW5oTPZp29H9I7GEY3oE17YB3IBsGbsHsrJYid5gbdq2kxs+uwSM5bvy59mxuzjeIdVLSvSKBKlLFygqgs2b3f9ffhlGjICcnPjGFW9jxri/at8gIiIiIiLiLXeHa93QtqUqehuTvp077fn31WNGh7Ruz/SB7Gwxj12FJZEOq1Eafe/NlLZcxmGlt2KbbeHOlybHO6R6SYlekSB17er+rl4NP/4IP/0E554b35jqg+7dYd99legVERERERGpTu4OV9HbtpUSvY1JvxxX0ZuafwADenYMad1Dug6EpCL+8trUaITWqPz9zY/5sdk/GVB4PTP+dBcJOzrz3I/PxDusekmJXpEgVSR616yBl16CxEQ488z4xlRfHHEEzJ4d7yhERERERETqp227XKI3u5VaNzQmfXOyoagV/ZufEPK6N59+Imn5B/LXX87k5omTohBd47BuawE3f3kpydt78cEtfyUlOZHDml3M5lbTmP3L2niHV+8o0SsSpIpE76pVrm3D6NGQnR3fmOqL3r1dS4vt2+MdiYiIiIiISP2Tt9slettnqqK3MUlKTOCTs79n6h8mhLxuTrvWzL9pBi12DOS+5Wdw6aPPRj7ARmDs3ydQ1mIVD4+aSNvWzQG487SLIaGc2155Lr7B1UNK9IoEKTsbUlLgjTdg+XI455x4R1R/9Ozp/i5dGt84RERERERE6qOCItejt2OWEr2Nzcj+Pchq1SysdXt2ymLpnz6kTf5ons29lBP/ej/l5Tbo9Tfk7uD6/7zCPjdewK3PvRVWDPXdT7s/ok3+sfz6xOF7ph19cC9abzuST/KeCenxagqU6BUJUkKCG5Dt008hNRVOOy3eEdUfvXq5v0r0ioiIiIiIBCooKoCyJFo0S4l3KFLPtMtMZ9lf3qFL/pm8V/IHcm46k5Ub82pcZ8a8ZXS54Uw6PtiOR9adw4pWL/LU3CdjE3AMFZeUUZi+iO7N+gXMO2ffyyhttZR/vjszDpHVX0r0ioSgSxf394QToHXr+MZSn/To4f4uWRLfOEREREREROqjHSUFmJKWJCSYeIci9VCr9FSW3/8yJyTfx9qWb9Hr/oE898G31S5/4XO3sbbZexxYeikPDZhBl/wzyUv8OYYRx8bXC1dBciH92u8XMO/u88dBUUse/kyDslWmRK9ICCr69J57bnzjqG9atoT27VXRKyIiIiIi4mV36Q4SStW2QaqXlJjAlNt+z5OHzsSaMi6eOZw/PPtmwHLl5ZY1yR/TvfA0frjnMa4/5Uh6te5HaYuVbMnfFYfIo+eT+QsBOKRn34B5bVs3p2/puSxNfY01mzVgUAUlekVCcNBBrlfviSfGO5L6p2dPVfSKiIiIiIh42V1eQFJZi3iHIQ3AlccfxqLffU/Kjp48Me/vAfMnfTkf23wzR3U/es+0gzr1BWP5eN7iWIYadbNXukTvMQMCK3oB/jD6Mlrs7M+PK9bHMqx6TYlekRDceKNLZjZvHu9I6p9evVTRKyIiIiIi4qWwvIAkq4peCU7PTlkc1upsCjK+YtHqLVXm/feLjwC44ui9id7D+7pE6BeLGlf7hsW5P2N2ZdO7SxvP+ZccO5SCh77k+CF9YhxZ/aVEr0gIEhOhVat4R1E/9ewJa9ZAYWG8IxEREREREalfitlBqhK9EoJLR5wExvL3d96rMv3LDR+RvL0Xh+2fs2faqP69wRrmrV0Y6zCjal3JQloWBbZtkOrFNdFrjOljjJlb6bbdGDPeGJNljPnAGLPY9zfTt7wxxjxijFlijPnBGDMwnvGLyF49e4K1sHx5vCMRERERERGpX0oSCkg1at0gwTvvqIEk7OzI1KXv7plWWFzKpmaf0ivx6CrLZrVqRtKO7izb3ngqesvLLTvSFtIpxbttg3iLa6LXWrvIWjvAWjsAGATsAiYBtwAfWWt7Ax/5/g9wPNDbd7sS+FfMgxYRT716ub/q0ysiIiIiIlJVaUIBzRJV0SvBS0pMoLc9kTVp09ixuxiA/348G1ILOK7P0QHLZ5btx2bbeBK9i9ZswTbLpW8bJXpDUZ9aNxwNLLXWrgROAZ7zTX8OONX371OA563zNZBhjOkY80hFJEDPnu6v+vSKiIiIiIhUVZa0g+ZK9EqIxh10MqQW8K/3ZgLwyre+/rzHjAxYNqdZXwrTF1FaVh7LEKPmw7muDcXg7kr0hqI+JXrPAV7y/bu9tbZiyLwNQHvfvzsDqyuts8Y3TUTirE0baN1aiV4RERERERF/NrmA5slq3SChuf6ko6E0lZdmu/YNs7d+RFpef/bLyQ5Ydv92fSG5kK8Xrop1mFHx9VKX6B15gHr0hqJeJHqNMSnAWOA1/3nWWgvYELd3pTFmtjFm9ubNmyMUpYjUxBhX1avWDSIiIiIiInvtKiyBpCJapqiiV0LTLjOd7B1H82PxZHK37yav5Zf0axbYtgFgaE+XEP34x8YxINuCTQuhuDmH9O0a71AalHqR6MX13v3OWrvR9/+NFS0ZfH83+aavBSo/w11806qw1v7bWjvYWjs4OzvwLIeIREevXqroFRERERERqWzjth0AtEpToldCd3SXkyhttZSr//0MJBVx8gHeid5jBrgWB9+tbBx9elcX/kyzXX1JSqwvqcuGob48Wueyt20DwDvARb5/XwS8XWn6hcY5FMiv1OJBROKsZ09YvhxKS+MdiYiIiIiISP2wYVsBAK3S1LpBQjf+hJMAeH3LBChL4qrjjvBcrk/XtpjdbViU2zgSvXlJC2mXoLYNoYp7otcYkw4cA7xZafI9wDHGmMXAaN//Ad4DlgFLgP8Av4lhqCJSi169XJJ39eralxUREREREWkKNuW5RG9mc1X0SugO2a8raXn9sc220HL7IXTIqv6EQYvCvqwvbviJ3g25OyhrsYperTUQW6iS4h2AtXYn0MZv2lYgoBbd16/3mhiFJiIh6tnT/V2yBPbZJ76xiIiIiIiI1AdbClzrhsx0JXolPINbncznzGNA61E1LtcxuS+LEybHKKro+WjuLwAc3EWJ3lDFvaJXRBqPXr3cX/XpFRERERERcbYWuIrerBZq3SDhGX/MWVDSjKuOPLXG5fbN2g/bfBNL1+XGJrAo+eIXN6Dc4fsr0RuquFf0ikjj0bEjpKW5il4RERERERGBrTtcoje7lSp6JTzjRhxI2bCdJCSYGpcblNOXd5fAh3N/pmenYTGKLvJ+WLcQTCKj+veKdygNjip6RSRiEhJc+wZV9IqIiIiIiDj5u1zrhuzWSvRK+GpL8gIc0c8NXvb1kobTp7e83DL4tht5evqsPdNW7PiZ5B09adEsJY6RNUxK9IpIRPXsqYpeERERERGRCnm7XUVvu9Zq3SDRNaJfdyhN5aeNDSfRO3/FRuakPsjlM8bw6mfzANjCQtqUq21DOJToFZGI6tXLVfRaG+9IRERERERE4i+/0CV6O2SpoleiKyU5kbSd+7JqV8NJ9C7fsNX9I6WAc6eM4b1vfqaoxWK6pfeNb2ANlBK9IhJRPXvC7t2wfn28IxEREREREYm/gqICKE8gq2WzeIciTUBb+pKbsLDa+XOXrmflxrzYBVSL1VvdwHHjWjyENWWc9ObhkFjCgR1V0RsOJXpFJKJ69nR/1adXREREREQEdpbsgJIWQfVYFamrfVr2paTFMrbvLPKcf8jjR3HEfb+OcVTVW7fNJXpPHTiMiaOnYhMLARjWW4necCjRKyIR1cs3KOa338LixTBvnnr2ioiIiIhI07WztICEErVtkNg4sGNfSCjnk3mBP8S/WrCK4laLWJM4g/Ly+tFvcUO+S/R2b9+GC0cP5pFD/p+9+47Ps673P/66spqkabr3XlAoo+zdskEQxB+4F46jRz3qUTzuc0Q8HkVEOepxISCoKIgiQ6asskfZ0Elpupu2aZK2aZt1/f749iZJM+/kHhmv5+ORxze57ivX9WmbpO37/tyf7z+YVPUu3nn8IVmurG8y6JWUUlOnQkEBXHIJ7LcfzJsHs2fDtddmuzJJkiRJyrxdDdvJazDoVWacMvcgAO5+8flWj93wyEIAGgdv5MnFqzNaV3s270gEvSMA+Nz581nz45sZVlKYzbL6LINeSSmVlwd33gm/+Q38/vfw17/CKafAZz8LL76Y7eokSZIkKbP2xDvIi0uyXYYGiAuOP4ioZjT3vXFfq8ceWvkIxGGEyM1PPJXp0tpUsasCGnOZMNInQ1IhL9sFSOp/zjij5ccnngiHHQYXXQSLFsHQodmpS5IkSZIybU+8nQIMsZQZebk5TK0/k1V591Lf0EheblOP58rGhYyqOostgx/h0ZVPAe/JXqF7Ve6pIGKEM6xTxI5eSWk3ZgzcfDOUlcFHPwpx7xgFJEmSJElpVxttpzAy6FXmnD3rbOLizdz0yItvHXvxjQ3UlS7jmDGnUbrjSJbtfjJ7BTazva6C/PoR2S6j3zDolZQRJ5wAP/wh3Hor/OQn2a5GkiRJkjKjPmcHg3Ic3aDM+be3nQnA9Y/f89ax6x96FIALj5jPnJLj2FnyAtU792SlvuZ2NlZQ0GDQmyoGvZIy5t//PYx1uPLKbFciSZIkSZnRkLed4lw7epU5c6eNoajycJ7e2hT0/nP5I1A7mPedfDgnzzoW8mr588LWG7Zl2q5oK8WRQW+qGPRKypgogiOOgPJyxzdIkiRJGhji/O0MzjfoVWYdNuRsqkufZHV5FQDL6x5h5M4TKCzI430nHQvAXS9lf0O22twKSnINelPFoFdSRo0cCfX1sH17tiuRJEmSpPSqrWuA/F2UFDi6QZn13iPPgtx6/u+uB1m6Zgt7hr7G4SMXADBv5nhyt09lUXn25/Q2FFRQmm/Qmyp52S5A0sAycmRYt26F0tLs1iJJkiRJ6bRx2w4ASgfZ0avM+viZx/H5p4Zw++tN4xsuOGz+W+9PaDyW9blPZKO0t9TsroNB2xmOQW+q2NErKaNG7P35vXVrduuQJEmSpHTbtC28lHFooUGvMqu4MJ/xu05neeO93Lf0Eagr5IOnHPXW40eOO46GkjU8t2xd1mp8c+M2AEYNHpm1Gvobg15JGZXo6K2oyG4dkiRJkpRum6tCR+/QIkc3KPNOmXIWDUPKeKnxRobtOJbSwYPeeuzcQ8Oc3psey96c3rLyEAyMHWJHb6oY9ErKqOajGyRJkiSpP9tcFTp6hw+2o1eZ9+kzzgIgLt7MocMWtHjsXSfOg/oCHn4je0Hvmi0h6B03zKA3VQx6JWWUQa8kSZKk3uTllRv5wE9+TWNjnPJrb9m7C/XIIQa9yrwTD5pGQfX+AJx3yPwWj5UOHkTJ9iNYujN7G7Kt2/tS30kjDHpTxaBXUkY5o1eSJElSb3LJH6/hxup/5bYnX0v5tSt2htENI0sc3aDsOKTwPKgdzEdOO7bVY/sVH8v2kkXs2FWbhcpgY1UIeiePNuhNFYNeSRmVlwdDhxr0SpIkSeodlle+DsCNTzyc8mtv2xk6ekcPtaNX2XH3V77DPy96kVFDi1s9Nn/GsZC/m789/nIWKoPNO0LQO32sQW+qGPRKyriRIw16JUmSJPXMz+94lK9c9ze2VNX06DrljYsBeHLDwymoqqXKmhD0jh1u0KvsGDW0mNMOm9XmY+ccdhgAjy5NfTd7V2yp2QpxxOQxQ7Ny//7IoFdSxo0YAXtH8UiSJEkawK76+8PM/PJHeG7ZuqQ+711X/JzPPT+fK1ZfyOgfjmbKl97DV677G7V1DUldp76hkV2DlwCwvuAR6hsak/r8zlTvCaMbxgxzdIN6n4OnjwdgXeWmrNy/cncF0e7h5OUaT6aKv5OSMs6OXkmSJEkAv3j896wccgNHXzuP79x4V6fnNzbGnHbZd7ml5nOMq3wHl8+9nwPrP8za/Ie4YvWFzPvmZ5PaVO2J18ogfxdDth1PXLSFO556vSe/nFa27wkdvWOGDU7pdaVUGDeiBGpL2LhjQ1buX11fQV6dYxtSyaBXUsYZ9EqSJEkCKK9bQUHVHAbtmcCly8/l6G9+hZrddW2eW9/QyJHf/BIPxv/FjO0f5s3Lb+ErF53Oa5f/kprvrufI2i+zePCveecPf9Ll+z/0ahjb8ME5nwFSP6d3R+12qC2xY1G9Vv7ucWyt3ZiVe+9sqKCg0aA3lfxJIynjDHolSZIkAWwvWMGUnGNZ952nOLDmX3m24ApOuuyrbZ77oat+zQuFV3Ho7s+z9PLrKCzIe+uxwoI8nrzsciZWXcjtu7/M16//e5fu/1xZCHovOf9t5G6fmvI5vTvrtpNT59gG9V5FDeOpbshO0LsrqqCYkVm5d39l0Csp40aOhKoqqK/PdiWSJEmSsqV8204aB69n+tDZjCgt4rXLf8mIbWeweNdDbZ7/+LpHyN0+lee/d1WbHbJ5uTm8+O0bGFx1FD9Y9gH+8MCiTmtYVrGYqGYMMyeMYBonp3xO767GHeQ2uBGbeq/SnHHU5GZndENtbgWDc+zoTSWDXkkZN3LvE3ZuyCZJkiQNXAtffQOAueNnvXVsVslh7Cp5vc3xDZt4idEN88jJidq95qihxTzxudvIrR3FR+55Bzt21XZYw4a6xZTuOQCAk6ednPI5vbsbt5PXaNCr3mtEwThqC7LT0duQX0FpvkFvKhn0Ssq4EXt/jju+QZIkSRq4nlmxAoAjZzQFvUdMOgTyarl30dIW51ZU76J2yDJmlx7S6XUPmTGOLx7wYxpL1vH7B59t97zGxpgdRYuZOCgEvReffDKQ2jm9e+LtFMSOblDvNXbwOCisoqJ6V0bvW1vXQFxYyfBCg95UMuiVlHF29EqSJEl6dX0Iek86aOZbx844+FAA7n/lpRbn3vnMa5DTyDFTD+3StT9xxgIAbn3+kXbPeb2snLhwG3NGhqD3xIOmpXxOb220g0GRHb3qvSYNGw/Aq6sy29VbtqkSgJHFBr2pZNArKeMSQa8dvZIkSdLA9WbVCqKa0UwZM/StY2cdsT/UF/DcmpZB74Ovh4/PPqxrQe/+k0cxqOognt/aftD7z5fCRmxHTT/grWOpntNbn7OdwhyDXvVe00aNA2DJuswGvSs3hkBgzBCD3lQy6JWUcQa9kiRJkjbWLqdkz+wWx4oL8ynaMZeVO1sGvS+sfwlqS1hwyIwuX3+/ggVsHfx4m/N+AZ5+IwS9px3SFPT2dE7vi29saBESN+RupyjH0Q3qvWaPD0HvG5syG/Su2RJe4jtuqEFvKhn0Sso4g15JkiRJ2/NXMDpvVqvjE3MPZduglkFv2e6XKNl5MHm5XY8xTp+9AAp2cuPDi9p8/PXNi2HPEI6YPfGtYz2Z01u9cw+HXbsfZ/z3d9861pi/g8H5dvSq95o7JYxuKNu6IaP3Xbd3luPEEQa9qWTQKynjhgyBvDyDXkmSJGmgqqjeRUPJWqaVtg565446hMbiTbz65iYgbJpWVfQSkws634ituY+dOh+Avy5qe3zDmt2vM3jXHHJyoreO9WRO76pN26BgB4/s+inl23aGzt6CHZQUGPSq95ozeTQ05rC+OrMdvRurQtA7eZRBbyoZ9ErKuCiCESMMeiVJkqSB6tFXVwJw4NjWQe9J+4U5vHc+9zIATy9ZA4VVHDq2a/N5Ew6aPpaCqgNYtKXtoLeqYDFjcw9odXxC4zFsynkhqXsBbKioBiAuquDz115PeeVOAEoKHN2g3qsgP5ec3aPZvCuzQW/59hD0Thtr0JtKBr2SsmLkSNj7Sg1JkiRJA8xTy5cDcNTM2a0eO//oEOg+tiKMb7hrUVhPPiC5oBdgVv4CNhc9xu7a+hbHV5dX0Th4PbOHtQ56Zw2dS33Jm2ypqknqXpsqQ9BLfQF/W/8T1m2pAmBooR296t0G1Y6noq7roxt219Zz5DcuofiLh1O9c0+37rm1JgQCU8cO69bnq20GvZKyYuRIO3olSZKkgeqV9SsAOGnuzFaPzZ40kpwdE3l9Swh4n3wzrOcdc3DS9zlt5gIYtJ2bF77Y4vj9LywB4PAprYPeIybPhSjmnucWJ3WvzdUh6D2o9hPUla7g0r/+CYBhxQa96t0GM44ddK2j9431FUz8yttYNOjH7Br2Ag+/8ka37rltdwXR7mEUFuR16/PVNoNeSVlh0CtJkiQNXCu3rSDaNZLp44e3+fjI+kPZEIeAd0nlS+RVz2TCyOQD04+dtgCAvzzbcnzDk8tDiLvgwNZB7ykHzQVg4ZLXkrrXlu0h6P3SaR8hd/tU7q66AoBhxY5uUO82LHcce/I6D3pvf+p15lx5NBWlj3DIrs8B8NSy5d26Z3VdBbl1jm1INYNeSVlh0CtJkiQNXBtrV1C8p/V83oSZJYewu2Qx1Tv3UB69xOjG5DZiS5g3czz51bN5trxl0PvKxsVQX8CCQ2a0+pxT582C+gJe2pBc0Lt1Rwh6p4wewXmj/524eDMAI0vs6FXvNqpoHA1Fm8IGgu1YXV7FBbedQGPeDn517MP8/QvfAeDldd0Lenc2VlDQYNCbaga9krIiEfTGcbYrkSRJkpRp1XkrGJPTej5vwlGTD4Xcev70yCLqhqxg/2HJz+dNmJGzgE2FC6mta3jrWNnOxQzauV+bLxsvLMijcOf+rNqZXNC7rSYEveOGl/Kzj30M9pQCMGqIQa96twlDxkNuHW+sb38jnUdffYO4sJIv7f9/fOqc45k+fjjRrpG8sa17QW8NWymKDXpTzaBXUlaMGAF79kBNcvsbSJIkSerjKnfspqFkNVNL2+/oPfPQEOz+38IbIYo5dlr3g95TZiyAwir++vjLbx2ryFnMaFqPbUgYE82lIje5oLdqdwh6J44qZdLoUo6MPgnAuOFDu1G1lDlTRowD4PXV7Y9veGPTJgBmj5/w1rHBe2azsbZ7QW9tTgWDcw16U82gV1JWjBwZ1or2nzCUJEmS1A899tqbEMUcMLb9oPf0w2ZDXSGvEjY0e9th3Q96Lz45zOn9xUN/47I/3c3bv/8j6kpWMqO0/aB39tC51A9ZxcaKHV2+T/WeamjIp7R4EAC3/vt/8tER13LG4e13Lku9wYwxIehdvqH9oHdNRTkA+00Y+9ax0Tmz2J7fvaC3Pr+C0jyD3lQz6JWUFYmg1zm9kiRJ0sDy9LIVABwxvf2gt7Agj+KdBxEXVcCeIZx40LRu3++YAyaTt30Gj+X8N99edg7/qP0PcnaN4wPHnN3u5xwxJWzIdu+ixV2+z466aqLaUnJyIgAmjS7l2s999K2Ppd5qzsTxAKws39DuOeurQtA7Z/KYt45NK51NQ8latlQl91Ld+oZG4sJtDCs06E01g15JWWHQK0mSJA1Mr6wLQe/JB3fc6ToxL2zANqTmkB6HpT895QbeW/ILfnb4QpZ9fAsNP1zHJ992XLvnn3pQCHofXdr18Q0766vJrXdMg/qeudNCR++ayvY7ejft3AR1RYwZNrjp88aF7+FHXnkjqfutKa+CKGZkkUFvqrWeOi5JGWDQK0mSJA0Ms758MRNLpvLIpd8BYMW25UQ5w5k5oeOQ5+DRh7J8F0wd1P2xDQmfPvcEPn3uCV0+/5RDZ8Jtg3hpQ9eD3l2N1eRT2p3ypKwaN7wEaovZtKf9oHfbnnLyGNviSZejZs6GjfDMihVceOLBXb7fm5vCDMfRQwx6U82OXklZYdArSZIkDQwr8+5gYXQZ533/SgA27FlB8e72xzYkzN8/BLyHju950JusgvxcCnfMoaym60Hv7riagtigV31PTk5E3u7xbNnT/uiGqoZyBjWMaXHs5ENCR+8r65Kb07tmcwh6x5Ua9KaaQa+krBix9+e5Qa8kSZLUfzU2xsSDKqG2mDtrv8xnf3Uj1XkrGJXTedD76XNO5PxBV/KDD7w3/YW2YWzOXCryWge9u2vr2zy/NqpmUGTQq76pqGEcVQ3td/TWsInBtAx6p4wZSlQzmpWVyQW9a/fuyj4p0QGmlDHolZQVgwbB4MGw9+e7JEmSpH5o47YdkNPIaYO+ztBtC/jF+oupL1nFlJLOg96C/Fxu+9qXmDQ6O+HpfsPm0lCymvVbt7917LO/upGiS0dStqmy1fl1OdUU5Rj0qm8qzRlHTU77Qe+e/HKG5o1pdbxkz2w21iUX9G6sDEHA5FF29KaaQa+krBk50o5eSZIkqT9bt6UKgIlDx/HS1/9O4Y45EMUcOLbjjdh6gyOnhg3Z7n7udQDqGxr57bLvwqBqnl+xttX5DXnVDM4z6FXfNKJgPHWD2h7d0NgY01hYzqjCsa0eG5M3m+0FyQW9m7aHoHfqGIPeVDPolZQ1Br2SJElS/7Z2SyUAI0uGMnXsMB7917uZveNjfObsM7JbWBecdnAIeh9bGsY3XPanu6gdugSAtVtbvzQxLqimJN+gV33T2MHjiAsrqdyxu9VjZZsqIbeesSWtO3qnlc6icfB6yrft7PK9tuwMQcD0ccO7Xa/aZtArKWsMeiVJkqT+bcO2SgDGlA4D4Mj9JrLsims4ZMa47BXVRScdNB3qCnllYwh6f/bcldCQD8D6bS2D3uqdeyBvD6WDDHrVN00cGr4nXyvb1OqxxWvCsQlDWwe9c8eH7vyHX1nR5Xtt210Be4ZQXJjfnVLVAYNeSVlj0CtJkiT1b+VVYXTD2KFDs1xJ8grycynaOYdVu17jhn8+R+Xwhzm49lMAbKxqGfRuqAhzfIcWGvSqb5o2MgS9i9e0Ht/wxsbycM7o1qMbjp4Zgt6nl3d9fEN1XQW5tY5tSAeDXklZY9ArSZIk9W/l2ysBmDBiWFbr6K6xOXOpzHuN/7z7SthTyjUf/SoAm3fuG/RWAzC82KBXfdPs8eMBeGNT6w3ZVm0OQe+Msa07ek85NAS9r21o6ujdsauWI7/5ZR588Y0277WjoYKCBoPedDDolZQ1I0bAtm3Q0JDtSiRJkiSlw5YdlQBMGjUsq3V0137D59JQspbVJX/hyOiTHDF7IjTkUVHTMujdVBmC3hGDDXrVNx0wOXT0lm1tHfSu2RZGN+w/sXXQO2HkEHJqxrKyqqmj9z9+dzOLCq7kv2/7Y5v3qorepJRJqShb+zDolZQ1I0dCHMPeV3NJkiRJ6mcqd4V/7E8e3fdGNwAcOTVsyEYc8fMPfp6cnIhozwgq97QMesurQtA7aohBr/qmA6eOgThifXXroHfTjnKII/abNKrNzy3ZM5tNdSHobWyMuX7ZlQAsq3q51bnVO/ewZ8hSZg05JIXVK8GgV1LWjBwZVsc3SJIkSf1T5e5KqCukdPCgbJfSLWccchAA03a+h2MOmAxAft0Itte3DHo3V4egd0ypQa/6psKCPKJdo9lU03pG75Zd5US7RlGQn9vm547Nn82OghD0/uTvD7Fr2ItQW0J51Drovfu5xZDTwFFTDHrTwaBXUtYY9EqSJEn92/a6KnJqh2W7jG6bf/B03lPyf/zlU5e/dWxQ4wh2Nrb8T8zWHXuD3mEGveq7BtWOo7KudUfvttpNFNS1HtuQMH3obBoHb2T91u1c/uiVRDVjOC7nc9QNWUH5tp0tzn3g1RD+nnGIQW86GPRKyhqDXkmSJKl/21lfSV5D3xzbAJCTE/HnSz7DkftNfOtYUTSC3VHLjt5tNSHoHT/CoFd91+B4HNtpHfTuiMspamw/6D1ofNiQ7fu33MnmYXdxcvFnWTDraIhi/vHsay3OfX79y1BXyKnzZqW2eAEGvZKyyKBXkiRJ6t9qGivJbxyW7TJSqiR3BLV5LYPeyl0h6J1g0Ks+bFjeeHbntR7dsDu3nNLcse1+3tGzQmj7ixX/AXWF/N9HP80Zhx4MwCNLXmlx7ps7X6Z451wKC/JSWLkSDHolZc2IEWE16JUkSZL6p91RFYVx3+3obcvQ/BE0FLQMeqv3VENjDqOGFmepKqnnRhWOo6FoI/UNjS2O1xWUM7yg/Y7eBQeHoLexZB1zaj/MAVNGM//g6VA7mBc3tJzTWznoZSbkHpz64gUY9ErKomHDICcHKio6PVWSJElSH1SXU0lxzrBsl5FSw4tGQMEOduyqfetYdW0VUW0pOTlRFiuTembWqBmQW8cTr5W9daxyx24orGJ0cftB77gRJeTsHA/AlRd9EYC83BxKag6mbFdT0Pvqm5toLN7E3FHO500Xg15JWZOTA+PHwxtvZLsSSZIkSelQn1fJ4Lxh2S4jpUYPDjPoVm3c9taxnfXV5NQ7tkF92/z9Q6ft/S+9+taxpWs2AzChtP3RDQBTG05jWvUHOOfoOW8dm5R/CFWFL9PYGANw16IwxuGE2Qa96WLQKymrTjgBFi6EOM52JZIkSZJSrTG/iiH5/Wt0w5ghYQbdqvKmlybuaqgmvw9vOicBnHPkXACeXtU0V3f5+nIAJo1ov6MXYOWVv+fNK//Q4tjBYw4hLqrg+RXrAXhiRbju248y6E0Xg15JWbVgAaxbB2++me1KJEmSJKVS5Y7dkL+bYYXDsl1KSo0fFoLeNVuagt7dcTX5jXb0qm+bNLqU3O1TWVrZFPS+sWkTANNHdxz0tmX+/iHQvWtRGN/w2paXydk5jgOmjE5BtWqLQa+krJo/P6wLF2a3DkmSJEmptXZzFQAjiodlt5AUm7h3V+n1zTYb2RNVUxgZ9KrvG9lwMJviptENaypCR++s8ckHveceeRAAT60MwfG6hpcZXms3bzoZ9ErKqgMPhJEj4ZFHsl2JJEmSpFRat3Vv0Du4f400mDI6BL0bqra+dawux6BX/cOMkoPYU7Lkrc0G11eFoPfAKR3P6G3L9PHDyd0xmcUVL7O7tp5dJa8xfbBBbzoZ9ErKqpyc0NVr0CtJkiT1L+srKgEYM2RYVutItenjQtC7eUdTR29DbjWD8wx61fcdPvFgyK3n3kVLASjfuQlqixkzfHC3rjey/hA2xi/zzxeWQ94ejpho0JtOBr2Ssm7+/DCjd82abFciSZIkKVU2VYWO3jFD+1dH78RRpdCYw9aapqC3Mb+awfkGver7Tj3oYAAefDWMW6jYU07enuTHNiTMLDmE3SWLuXPRc3uvb9CbTga9krJuwYKwOqdXkiRJ6j/KqysBGD98WFbrSLW83ByiPSOo3BOC3t219VBQQ2mBQa/6vrOO2B8a8nhhXZjTW91QzqCG5Mc2JBw5+RDIrefW5TdDYy5nHzEnVaWqDQa9krLukENg6FCDXkmSJKk/2bK9EoBJo4ZltY50yKsbQXVdCHo3bN0OwNBCg171fSVFBQzasT9v7AgdvTVROSV0v6P39ENCB2/5kHsYtH0OpYMHpaROtc2gV1LW5ebCiSc6p1eSJEnqTyp2hdENE0f1r9ENAIMaR7CzMQS96yuqARhWZNCr/mFsdDBbc0PQuyd/E0PzehD0zpsN9QWQW8+4yLEN6WbQK6lXmD8fli6FTZuyXYkkSZKkVKjcVQmNOYwbXpLtUlKuiBHsjkLQu3FbCHpHDDboVf+w37CDaBhSxuryKhoLNzOysPtBb3FhPkU7DgRgznCD3nQz6JXUKzinV5IkSepfqmsrifYMIycnynYpKVeSM4La3BD0lleFoHfUEINe9Q9HTwsbsl17/2OhE3dI92f0AozPDQHvcTMMetPNoFdSr3D44TB4sEGvJEmS1F/sqKsit77/jW0AKC0YQX1+CHo3V4egd3SpQa/6h7MODUHvHa89AMDEod3v6AWYN+YIaMzh3CMP7XFt6phBr6ReIT8fjj/eOb2SJElSf7GzsZL8hmHZLiMthheOgMIqdtfWs3VHCHrHDDPoVf9w/NypUDuY13eFoHfKqJ4Fvdd85pP87sSnOHK/iakoTx0w6JXUayxYAK+8AhUV2a5EkiRJUk/tjqsYFPfPjt6RxSMAeHPjNrbtDEHv+OEGveof8nJzGFxzELuHvQzArHE9G90wrKSQj5xxVCpKUycMeiX1GscdF9bnn89uHZIkSZJ6rjankqJoWLbLSIuxQ0YCsGpTBdt27Q16Rxj0qv+YlHfwW+/vN7FnHb3KHINeSb3G1KlhXbs2u3VIkiRJ6rm63EoG5w7LdhlpMX5Y6Ohds6WC6j0h6B03oiSbJUkpdeDog8I7ccTsiSOzW4y6zKBXUq8xYUJY163Lbh2SJEmSeq4hv4qS/P45umHiiBD0rq+oYPueatgzhLxcIxb1HyfMCh290a5RFOTnZrkadZU/hST1GkVFMGKEQa8kSZLU19XWNcCgaoYOGpbtUtJiyugQ9G6sqmBHfTU5dY5tUP9yzpEh6C2o69l8XmVWXrYLkKTmJk0y6JUkSZL6unVbwjiD4UXDsltImkwbG4Le8h0V1DRUk4dBr/qXA6aMJqoZQ3Gj83n7EoNeSb3KxIkGvZIkSVJft25rFQDDi/vn6IbJo4dCHLG1poLdjdUURP3z16mB7aLR/8XEYaOzXYaSkHTQG0XRYGAiMArYBZTHcWwsIyklJk6EF17IdhWSJEmSemLd1koARg8ZltU60qUgP5dozzC2xRXsiaoZFNvRq/7n5i9/NtslKEldCnqjKJoJfAw4AziMfWb7RlG0FXgI+CvwtziO61Ncp6QBYuJE2LQJ6uogPz/b1UiSJEnqjg3bKgEYU9p/O13zakdSzVbqomqGRpOyXY4kdRz0RlF0BPA94HRCuFsHvAJsBCqAImAksD/wLuAiYHMURf8L/DiO4z3pK11SfzRxIsQxbNgAU6ZkuxpJkiRp4Fq6Zgv7Tx7Vrc8trw6jG8YNG5bCinqXgsYR7KCC+rxqip3RK6kXyGnvgSiKbgCeBo4CfgOcDAyN4/jwOI7PieP4g3EcXxjH8clxHI8HZgCfAVYSwuGlURTNT/uvQFK/MnFiWJ3TK0mSJGXPL+58jDm/HcsfHljUrc/fvL0SgIkjh6WuqF6miBHspoKG/GpK8gx6JWVfu0EvYUzDl4AJcRx/Jo7jhXEc727v5DiOV8Vx/Os4jo8H5gEvAAtSWq2kfs+gV5IkScq+Pz17L+Q0cvWjt3fr8yt2ho7eiSP77+iGwTkj2JO7BQq2M2SQQa+k7OtodMOMOI53deeicRy/DLwziqKi7pUlaaAy6JUkSZKy79Wqx2A4PF91H/CdpD9/265KACaP6b9Bb2n+CMoK1kIUU1pg0Csp+9rt6O1uyJvqa0gaWEaOhEGDDHolSZKkbKnZXUdlydNQP4gdpc/w5oZtSV+jak8l1JZQWNClPeD7pOGFIyC3LrxfZNArKfs6Gt3QJVEU5UdRdFgURfunoiBJA1sUha7etWuzXYkkSZI0MN208AXI38W8+n+FnEZ+ec9DSV9je10VObX9t5sXYGTxiLfeHz7YoFdS9nU56I2i6N1RFN0cRdGIZsdmAq8BzwGvR1H0tyiK+u/TdZIyYuJEO3olSZKkbLnt+ccB+MWHvgR7hnDn4vs6/ZzauoYWH+9sqCS/YVg6yus1xpQ0Bb0jSwx6JWVfMh29HwPmxHFc0ezYlcAs4CHgZeAdwEdTV56kgcigV5IkScqeZ8sfI2/7DI47cArjdp3K8sZ7aWyM2z3/Dw8sYtBlg/nDA4veOrarsZKCxv7d0Tt+2Mi33h9datArKfuSCXoPBJ5NfBBFUSlwDnBzHMenA0cDSzDoldRDiaA3bv/fkpIkSVKfs7u2PtsldKqxMWZD/mNM4QQATpp4BvVDVvHQS2+0+zk/uO8ayNvDrx659a1je6IqCqNh6S43qyaOaOroHTPUoFdS9iUT9I4GNjT7+DggD/gzQBzHdcD9wMyUVSdpQJo4EXbvhm3J7/kgSZIk9TqvrSpnwhffSfG3x7B87dZsl9Ohh156g7i4nOMmnQjAv5xyJgBXP9j2+Iaa3XW8Ht0MwIvbm86pzamkOGdYeovNssmjmoLeccMNeiVlXzJB73ag+esuFgAx8FizY7uBISmoS9IANnFiWB3fIEmS1P8tW5aa62zaBNu3p+ZaqfSNG27j4F8exIbS24kLt/HLex/Mdkkd+tPj4b/47zo6dPSedtgs8rZP45G1bQe9P7jlXuKirQyuPIadQ597K8huyK+kJK9/j26YNrYp6J0wwqBXUvYlE/QuB94WRdGgKIoKgHcDL8dxvKXZOVOB8lQWKGngMeiVJEkaGB56CPbfH+64o+fXOuUU+MpXen6dVKmta2D///gE33/zAgprJ3HTac/DniHcu6x3B72PlT1OtHs45x5zAAA5ORGzcs5kY9FD1Oyua3X+9S/8kWjXSH5w6hUQxfzingdobIyJC6ooLRiW4eoza+rYYW+9P36kPW+Ssi+ZoPc3wAxC4LsYmA5ct885RwCvpaY0SQPVpElhXbs2u3VIkiQpvR56KKxXXNGz69TVwdKl8PrrPa8pVb583V9YVnINR9ReQvn/PMW75x/KmF0LWF7/QLZL69CbDY8xevfx5OU2xQVvn3MmDKrm+geeaXHu+q3bWV10GwfG7+YTZx1HtHsY/1h6L1uqaiC3nmGFwzJcfWYVFuTB7qFQWxzel6Qs63LQG8fx9cAPgGLCCIefAz9LPB5F0fHALOChFNcoaYAZPz6sdvRKkiT1b088EdZHH4Vnn+343I6sWweNjbB6dWrq6qnaugZ+veQyBlXN5anLfkhJUQEAx487jbrS5Ty9eE2WK2zb0jVbqB26hMNGntji+Gfedio05vDnZ1uOb7j0z7dC/i4+O/8DFBbkMWHP6azkPlZvrgRgeHH/Ht0AkFc3gpw6xzZI6h2S6egljuNvxHE8au/bF+I4jps9/BwwHLgqlQVKGngKCmDMGINeSZKk/qy+Hp5+Gj78YSgthR//uPvXWrUqrGvXQkNDSsrrkUuuvZnaoYv5zNxvt+iM/cDxpwLw2wd75/iGGx4OyfvbDz2hxfHp44dTUn00z1T9nYrqXW8d/9vyP5K3fRqfetvxAJw65UwaStZy02NPATCqZFhmCs+igoYR5DYY9ErqHZIKejsSx3FtHMdVcRzXp+qakgauiRMNeiVJkvqzV1+FHTvg7LPhk5+Ev/yl+x25ZWVhra+HjRtTV2N31NY18JullzGo6iB+ePGFLR674PiDiHaN4sE3e2fQe/+Sx6C+gA+eclSrx94369PsHvYyk789n6cXr+HllRvZOvSfHF38fnJyIgA+efoZANz06s0AjB7S/zt6S5lIUcPYbJchSUA3gt4oig6JougHURTdFkXRP5sdnxZF0bujKBqe2hIlDUQGvZIkSf1bYmzD8cfD5z4X3v/pT7t3rUTQC9kf3/DFa26idugSPrtPNy9AXm4Ok2pPZVUUNizrbRbvfIyS7UcwrKSw1WO/+eyH+caM26gpWspxvzuCd/7iq5DTyFfP+cBb55x40DTyq/djTdGdAIwbNixTpWfN7f/6f9zxseuzXYYkAUkGvVEUXQY8D3wFOA84ZZ9r/Qn4YMqqkzRgGfRKkiT1b48/DhMmwJQp4e3d74arr4bq6uSv1Tzobf5+ptXWNfDb5ZdRWHUwl1/8/9o856TJp9JYso77n1+e4eo69tqqcnaUPstBQxa0e873PnQ+/7jgGfLrR7ByyA0UVR7G+cce2OKcOflnQkENABNGDEtnyb3CUftPYv4h07NdhiQBSQS9URS9F/gWcD8wD/h+88fjOF5JmNN7fgrrkzRATZwIW7bA7t3ZrkSSJEnp8MQToZs3Cq/650tfCiHvb3+b/LVWrYID9+aNmezorW9o5LYnXuMPDyzit/c8xTuv+DG1pUv5t4Nad/MmfOzk0wD43SMPZK7QLvjyH6+D3Hq++fYPd3jeOUfP4Y2vPcPBu/6NbxzzP60ef8fcM996f8LI/j+6QZJ6k7wkzv08sAJ4RxzHtVEUvbONcxYDJ6eiMEkD28SJYV2/HmbMyG4tkiRJSq3160M4+/nPNx078kiYPz9syvYv/wJDhnT9emVl4fPXr89c0Lt0zRaOu/K9bBveMrAtrDyU73+rrf8uB6ccOpPcGyfzaNWDwKfTXGXX1Dc08s+KqxnaMJ+3H3NAp+dPGl3Kyz/4WZuPffbcU/jvq/Iht44po4eluFJJUkeSCXoPBn4Xx3FtB+esB5xCLqnHJk0K67p1Br2SJEn9zZNPhvX441sev/xyOOEE+I//gF/9qmvXamyENWvgwgvDCIhMBL03PfIiH7jjAhqGbODtBT9i3qT9GJSfz6D8fM454uB2u3kBcnIipsen8UbBHdQ3NHZ4bqb8+NYHqS99g/eP/U6PrzVuRAlDq4+nasiTbc76lSSlTzJBbwQ0dnLOWMAXWkvqsURHr3N6JUmS+p8nnoBBg+Cww1oeP/bYMMLhRz+Ciy6C00/v/FobN0JtLUydGt7SPaP3s7+6kV+s/QQ50QiuPelRPnrm0Ulf47QZp7Ji8+/462Mv854F81JfZJJ++sSviQpG8j8fvDAl1/vUvC/wj8UHkpMTpeR6kqSuSeapw+XA8e09GEVRDnAi8FpPi5Ikg15JkqT+64kn4KijoKCg9WOXXQb77w8f/3jXNmZbtSqs06alv6P3wRff4BcbP0jpjiN46TOLuhXyAnzi9FMB+MMT2Z/T++qbm1hX8ncOz/lIyjpwL7/4nbx6+S9Sci1JUtclE/TeDBweRdEl7Tz+DWAWcGOPq5I04A0dCsXFBr2SJEn9ze7dsGhR67ENCUVF8Lvfwdq1YYRDZxIdvFOnhqC3srJrAXF3XP3AfRDF3PKhazloevenFh6530QKqvfnzh2XUvzFIxjzxXPY/z8+wU2PvJi6YrsosQnbZRf8S8bvLUlKrWSC3quAl4AfRlH0NPA2gCiKfrT34+8ATwG/SXWRkgaeKApdvWvXZrsSSZIkpdKiRVBX137QC2GEwyWXwG9+A/ff3/H19g16IczsTYdH1z1I7o7JnHbYrB5f67+O/l9m176bEsaxk3KW5d3Ce+8/ni/+9uYUVNo19Q2NPFB5NUO3LeCco+dk7L6SpPToctAbx/Eu4BTg98DhwNGEub1fAo4A/gCcHcdxfRrqlDQATZxoR68kSVJf19AAO3c2ffzEE2E97riOP++yy2DOHPjEJzru0C0rgxEjoKQkhL2QnvEN9Q2NrC94iGnxqSmZPfvN95zFsiuuofwn/2DnT57jlU8uZciOw7lq3Xs48b++RX1DZ1vk9NyP/vYA9UNW8qEDPpX2e0mS0i+p7T3jOK6K4/hiwqZrbwM+CJwHjI/j+CNxHG9PfYmSBiqDXkmSpL7va1+D0lKYPx+uuALuugtmzYIxYzr+vMJCuO66zkc4rFoV5vNCU0dvOjZk++tjLxMXbeX0Gael/uLAQdPHsvZ7D7Dfjo/zeO73mPLlC9ldm94+qmuf+RPR7uF874P/L633kSRlRlJBb0IcxxVxHN8bx/GNcRz/I47jzakuTJKmTAlBb0NDtiuRJElSdz37LIwdG7pyv/IVePjhjsc2NNeVEQ5lZU2dvOPGQV5eejp6b3zyQaBpI7V0KB08iMWXX83ZeT9gw7C/883f/z1t9wLYUL+YYbsOo3TwoLTeR5KUGd0KeqMomhNF0TujKPpQqguSpISpU6G+Htavz3YlkiRJ6q7ly+HMM+HFF0MAe911YSxDVyVGOHz8461HOMRxy6A3NxcmTWod9K5fD3/4A1RUdP/X8eSmByio3p8j95vY/Yt0QU5OxG1f+TJ526dxzSs/S+u9dg5awdiCns8bliT1DkkFvVEUzYui6DngNeAW4HfNHlsQRVFNFEXnpbZESQNV4iV4q1ZlswpJkiR1186dIWSdPTt8PHkyXHxxUzDbFYWF8LvfhVd6ffnLLR/buhVqapr+3Qjh2vsGvZdeCh/6EIwfD+96F9x5Z2go6Kqa3XVsLl7I7Lz0dfM2V5Cfy1kjP0vV8IXcvPCltNyjbFMlcdEWZgwz6JWk/qLLQW8URfsBDwP7A/8L3L3PKQuBCuCiVBUnaWAz6JUkSerbVq4M66weZonHHBNC3quvhqefbjqe+Hdi8+B4ypSWM3rjGO69F046CT796TA64rzz4MILw2Ntqd7TsnX49w8+CwU7eNv+6ZnP25b//cjHoK6I/7wjPV29j776BgAHTTDolaT+IpmO3m8DBcAxcRx/CXi2+YNxHMfAk8BRqStP0kCWzs00JEmSlH7Ll4e1p0EvwLe+Fbp7//CHpmOJfyfuG/SuW9fUsbt0aejwff/74aqrQofxd78Lt98eOoX3deGVVzL62wexdM2Wt4795bkHIY745Jkn9/wX0kUzJ4xgTu0HWTbojyxfuzXl13925QoAjk7FH44kqVdIJug9DfhbHMevd3DOGmBCz0qSpKCoKGzcYUevJElS37QiZIkpCXqHDIFzz4VbbmnarLe9oLehATZsCB/fd19YzzorrPn58I1vwIIF8O//DmvWNH3ubbfB3648hdr8ck788Yeob2gEYFHFAxRVzWP2pJE9/4Uk4b/P/xzk7+YL11+T8mu/tiGk8AsOnpnya0uSsiOZoHc4sLaTcyJC168kpcS0aQa9kiRJfdWKFTB6NAwdmprrvfvdsHEjPPpo+HjVqhAADx/edE4i9E3M6b333hA0T5/edE5ODlx7bQiEP/GJMMLh+edD1+9Rkw7nopL/Zcuwezjnf35ARfUuKoc8wYHFmZnP29yFJx7MsG0nc9+2X1Bb15DSa6+qXkHOjomMGlqc0utKkrInmaB3E9DZ87BzCV29kpQSBr2SJEl914oVqenmTTj3XCguhptuCh+XlYVgN4qazkmM/1q9GvbsCTN5E928zc2YAVdcETp+L7sszO0dNSqMdLjpPz7J1Or3cX/9f/KOK/8H8mo5/6DMzedt7l8O/RwNQ8r49o13pPS65fUrGFLn2AZJ6k+SCXofBM6Lomj/th6MougowniHe1NRmCRBCHpXr4bGxmxXIkmSpGQtXw6zZ6fueoMHw9vfDn/9a5jBmwh6m5s8OaxlZfD441BT03bQC/CpT8Fpp8Gll8L27fCPf8C4cZCTE/HEN35NwY7ZPJbz39CQxyfPOil1v5AkXPaB88ndMZn/ffEyyrftTNl1dw5awdh8g15J6k+SCXq/D9QDC6Mo+jR7Z/FGUTR378d3ANuBH6W8SkkD1rRpUFfXNGNNkiRJfcOuXbB2bWo7egHe8x7YvDl06paVhX8vNldSAiNGhGaBe++FvDw4+eS2r5WTA9dcA/Pnh/D4oIOaHpswcgg3vvMvUFfEkOpjGDeiJLW/kC4qLMjjkrn/y67SlzjwO/+P6p17enzN9Vu301i8ielDDXolqT/J6+qJcRwvjaLoQuBPwM/3Ho6Al/eulcD/i+N4daqLlDRwJTo0Vq2CiROzWookSZKSsHJlWFMd9L7tbSHMvfpqqKxs3dELYXzD6tWwbh2ccEKY49ueqVPhkUfafuzCEw/m2pqHGT20gwtkwOUXv5PNP/st1+V8jDnfeh8rL7+ZwoLw3/nKHbt5ddVGTjxoWpev9+irbwBw8IQUtltLkrKuy0EvQBzH90RRNB34CHAsMBKoAp4CrovjuCL1JUoayBIdGqtWhX+kS5IkqW9YvjysqRzdAFBUBOefD3/+c/i4raB36lR45pnwqrDvfa9n9/vomUf37AIpcu3nPkrlD6u5lX9n7jc+xtv3P5dbF/+NNUV3QV4Nj/JGl8Pep1eEP5yjUp3CS5KyKpnRDQDEcVwZx/H/xnH8vjiOz4zj+F1xHF9pyCspHRL/cC8ry24dkiRJSs6KFWGdOTP11373u5v2cGivozcx+qu9+bx90d++8gVOjS5j5ZDf89P172Vt/sOMqVkAOY088PLrXb7OaxvCH878g9LwhyNJypqkOnolKdOKi2HMmNDRK0mSpL5jxQoYORKGD0/9tc86C0pLobq69YxeCEEvwKhRcNhhqb9/Nt3/rW/x1d8dyPQxY/nEWcexbO0WDr5hHK+uW9nla7xZtYKcaFzW5g5LktIj6aA3iqIPAB8DDgNKgWrgBeDaOI7/mNryJCn8492gV5IkqW9Zvjz1YxsSCgvhne+EW28NTQH7SgS9Z5wRNlzrT3JyIq742IVvfXzg1DFQW8zKPV0PesvrVlCCYxskqb/p8l95URTlR1F0G3ADcAowBNi8dz0FuCGKotuiKMpPpoAoioZFUXRLFEVLoihaHEXRcVEUjYii6P4oipbvXYfvPTeKouinURStiKLo5SiKDk/mXpL6pqlTDXolSZJ6s29/G554ouWxFStSvxFbcz/5CSxcCFHU+rHEfc8+O3337y1yciIG7ZrB+l1dD3q3F6xgTJ5BryT1N8k8t/l14DzgaUKwWxjH8XigEDgVeAZ4O/DVJGv4X+CeOI7nAIcCi4GvAQ/EcTwbeGDvxwBvA2bvffsk8Msk7yWpD5o2LeyanJjDJkmSpN5j50647DL42teaju3eDWvWpDfoHT4cDj207ccOOwzuuw8+8IH03b83GR7PoDLqWtBbvm0njYPXM31omtqtJUlZk0zQ+2FgBXByHMePxHHcABDHcUMcxw8DJwMrgYu7esEoioYC84Fr9l6rNo7jSuAdwPV7T7seuGDv++8AboiDp4BhURSNT+LXIKkPmjYN9uyBTZuyXYkkSZL2tXp1WB99FJYtC++/+SbEcfpGN3QmisLYhtzc7Nw/08YXzmB30UoaG+NOz1346hsAzB1vR68k9TfJBL2TgNviOK5t68E4jvcAtwETk7jmdML4h+uiKHohiqLfRlE0GBgbx/HePVLZCIzd+/5EYE2zz1+b5P0k9UGJDTYc3yBJktT7lJU1vX/ttWFdvjys6ezoVZMZI2ZAwU4Wr97c6bnPrFgBwJEz/MORpP4mmaB3PdDZ/N38ved1VR5wOPDLOI4PA3bSNKYBgDiOY6DzpyWbiaLok1EUPRdF0XObN3f+F52k3m3q1LAa9EqSJPU+iaD3sMPg+uuhvj7M5wWD3kw5aMIMAJ5c0vn4hlfXhz+ckw6amdaaJEmZl0zQeyNwURRFpW09GEXRMOAi4I9JXHMtsDaO46f3fnwLIfjdlBjJsHct3/v4OmBys8+ftPdYC3Ec/yaO4yPjOD5y9OjRSZQjqTdKBL3Nu0UkSZLUO5SVQV4efOtbsHEj3HVXCHpHjAhvSr8jZ4Wg94VVnQe9b1atIKoZzZQxQ9NdliQpw5IJei8DngOeiaLo/VEUTYqiKH/v+gHgKcKGbN/t6gXjON4IrImiaP+9h04DXgduBz6y99hHCCMh2Hv8w1FwLFDVbMSDpH6qpARGjbKjV5IkqTcqK4PJk+G882DsWLjmmjC6wW7ezDn+gGkALC3vPOjdWLuCkj1uxCZJ/VFeEufu2rtGwO/beDwCZgO7oyhqfjyO47ij+3wO+GMURQWEzdw+Sgigb46i6ONAGfDuvefeBZxD2BSuZu+5kgaAadMMeiVJknqjVavCK7Dy8+HDH4Yf/xiGDoWzz852ZQPHiNIicnZOYHXcedC7PX85U+NTM1CVJCnTkgl6HyXJWbldEcfxi8CRbTx0WhvnxsBnU12DpN5v2jR45ZVsVyFJkqR9lZXB6aeH9z/2MbjiCqiogNk2jWbU4NrplNNx0FtRvYuGkrVMi2y3lqT+qMtBbxzHJ6exDknq0NSpcOedEMfQ8kUDkiRJypbaWli/PjwpDzBnDpxwAjz+uKMbMm103gzKooc7POfRV0MQfOBY/3AkqT9KZkavJGXNtGmwezeUl3d6qiRJkjJk7drwRHxi81yAT34yrHPnZqemgWpyyQwaBq+leueeds+54/lnAThm1n6ZKkuSlEEGvZL6hESXiHN6JUmSeo+ysrA2D3o/9CF47jk47LDs1DRQ7Td6BkQxTy4ua/PxxsaYG9/4KQVVB/Dek/3DkaT+qMujG6Io+q8unhrHcfzdbtYjSW1qHvQec0w2K5EkSVJCW0FvFMERR2SnnoFs3tQZsAWeXbGSs45s3bF71W0Ps2vYC3x42NXk5drzJUn9UTKbsV3awWOJTdqive8b9EpKqcR/HuzolSRJ6j3KykKwO3lytivRsfvPgEXw6rq2N2S7fOGPiQpG87+XfDDDlUmSMiWZoPeUdo4PA44CPg/8A/hVD2uSpFaGDIHhw2H16mxXIkmSpISyMhg/HgoKsl2JDpkxDuoKWVHROui965kllA+7k5O5lGElhVmoTpKUCV0OeuM4fqSDh2+Lougm4Bngzz2uSpLaMHQobN+e7SokSZKUsGpVy7ENyp683BwKaqazPm4d9F5yy09g0CB+/vFPZ6EySVKmpGwwTxzHrwC3Ad9I1TUlqbmiIti1K9tVSJIkKaGszKC3NxkWz2AbLYPexas3s6TgBubs+TBzp43JUmWSpExI9QT21cBBKb6mJAFQXGzQK0mS1Fs0NsKaNQa9vcm4QTPYXfQmjY3xW8c+e90vIX83V1z4xSxWJknKhFQHvccAxjCS0qKoCGpqsl2FJEmSADZsgLo6g97eZMbwGTComjfWVwDw5oZtPFzzc0ZXnsPbjzkgy9VJktKtyzN6oyia0sE1JgP/ApwI3JyCuiSplaIiZ/RKkiT1FmVlYZ02LatlqJkDJ8zg7yvhicUrmT1pJKdf+QXiwRX85KzvZrs0SVIGdDnoBVYBcQePR8By4Ms9KUiS2lNUBOXl2a5CkiRJ0BT02tHbexw5YwashOdXrWTpDetZOeT3zI//iw+ceni2S5MkZUAyQe8NtB30NgLbgGeA2+I43pOKwiRpX27GJkmS1HsY9PY+Jxw4Hf4Jj696lhfq/0Bh7aH843++me2yJEkZ0uWgN47ji9NYhyR1yqBXkiSp9ygrg5EjYfDgbFeihDHDB5NTM5ZFhT+B3ByuP/deSooKsl2WJClDUroZWxRF+0dR9JdUXlOSEoqLDXolSZJ6i1Wr7ObtjYr3zICcRk7N+y/ePf/QbJcjScqgZEY3tCuKoqnApcAHSXF4LEkJRUVQU5PtKiRJkgSho3fOnGxXoX0dNvR0XtlWyB0/+Fq2S5EkZVinoWwURcdFUfRAFEXVURRtjaLo71EUzdr7WGEURT8ClgIfATYDX0hvyZIGqsTohrijbSElSZKUdnEcgl47enufhd+5jG1XPUhxYX62S5EkZViHHb1RFB0CPAAUNjt8PnB4FEXHA3cAhxIC3suBX8RxvDtNtUoa4IqKwn8qamth0KBsVyNJkjRwbd0aXmll0CtJUu/RWUfvVwgh76+Bo/e+XQNMAh4FDgF+BMyM4/jHhryS0qmoKKzO6ZUkScqusrKwGvRKktR7dDaj90Tg6TiOP93s2HNRFB0KHAF8M47jH6StOklqpnnQO2xYVkuRJEka0Ax6JUnqfTrr6B0HPN7G8Uf3rtekthxJap8dvZIkSb2DQa8kSb1PZ0FvAVDdxvFqgDiON6e8IklqR3FxWGtqsluHJEnSQFdWBiUlMGJEtiuRJEkJnQW9ktRr2NErSZLUOzz7LOy/P0RRtiuRJEkJnc3oBbggiqJp+xybBxBF0bVtnB/HcfzxHtYlSa0Y9EqSJGXf6tXwxBPwve9luxJJktRcV4LeeXvf2nJxG8diwKBXUsoZ9EqSJGXfzTeH9T3vyW4dkiSppc6C3o9mpApJ6gKDXkmSpOy76SY48kiYOTPblUiSpOY6DHrjOL4+U4VIUmcSQa+bsUmSJGXHihXw3HPwox9luxJJkrQvN2OT1GcUF4fVjl5JkqTsuOmmsL773dmtQ5IktWbQK6nPcHSDJElSdt10E5xwAkyenO1KJEnSvgx6JfUZBr2SJEnZ89pr8Mor8N73ZrsSSZLUFoNeSX2GQa8kSVL23HQT5OTARRdluxJJktQWg15JfUZuLuTnG/RKkiRlWhyHoPfkk2HcuGxXI0mS2mLQK6lPKSqCmppsVyFJkjSwvPQSLFsG73lPtiuRJEntMeiV1KcUF9vRK0mSlGnPPhvWM8/Mbh2SJKl9Br2S+pSiIoNeSZKkTCsrC2O0Jk3KdiWSJKk9ecl+QhRFRwJHA8OB3DZOieM4/m5PC5Okthj0SpIkZd6qVSHkzUv6f5CSJClTuvzXdBRFpcDfgFOAqINTY8CgV1JaGPRKkiRlXlkZTJ2a7SokSVJHknk+9grgVOBR4DpgDVCfjqIkqT0GvZIkSZlXVgannJLtKiRJUkeSCXrfATwPnBLHcWOa6pGkDhUVQXV1tquQJEkaOOrqYN06O3olSertktmMbSjwkCGvpGwqLrajV5IkKZPWroXGRoNeSZJ6u2SC3uXA2HQVIkld4egGSZKkzCorC6tBryRJvVsyQe//AedFUTQxXcVIUmcMeiVJkjIrEfROm5bVMiRJUieSmdF7N2EztsejKPoOsAiobOvEOI5X97w0SWrNoFeSJCmzVq0K6+TJWS1DkiR1IpmgdxUQAxHw2w7Oi5O8riR1mUGvJElSZpWVwfjxMGhQtiuRJEkdSSaQvYEQ4kpS1hQVQU0NxDFEUbarkSRJ6v/KyhzbIElSX9DloDeO44vTWIckdUlxcVj37IHCwuzWIkmSNBCUlcFRR2W7CkmS1JlkNmOTpKwrKgqr4xskSZLSr7ERVq+GqVOzXYkkSeqMQa+kPsWgV5IkKXM2bIC6Okc3SJLUFyS9aVoURUcBZwETgbbG8cdxHH+8p4VJUlsMeiVJkjKnrCysdvRKktT7dTnojaIoAn4HfBCICBuzNd8KKW523KBXUloY9EqSJGWOQa8kSX1HMqMb/g34EPB74EhCqHsVcDzwDWA78GdgRmpLlKQmiaC3pia7dUiSJA0Eq1aF1aBXkqTeL5nRDR8BlsZxfDFAaPClMo7jp4Cnoii6F3gKuB+4LsV1ShIAxcVhtaNXkiQp/crKYNQoGDw425VIkqTOJNPROwd4cJ9jbwXFcRy/ANwJfCYFdUlSmxzdIEmSlDllZXbzSpLUVyQT9AJUNXt/JzBin8eXEwJhSUoLg15JkqTMMeiVJKnvSCboXQdMbPbxSuCIfc6ZTQiAJSktDHolSZIyI47DjN5p07JdiSRJ6opkgt5naBns3g0cHUXRf0ZRNDeKos8C7yDM6ZWktDDolSRJyowtW8K/uezolSSpb0gm6P0rkBtF0fS9H/8QKAO+A7wM/AyoBL6WygIlqblE0FtTk906JEmS+ruysrAa9EqS1DfkdX5KEMfx34G/N/u4Ioqiw4B/AWYCq4Ab4jjekNoSJalJcXFY7eiVJElKr0TQ6+gGSZL6hi4HvW2J47gK+FGKapGkTjm6QZIkKTNWrQqrHb2SJPUNyYxukKSsy8mBggKDXkmSpHQrK4PSUhg2LNuVSJKkrmi3ozeKovl7330mjuPdzT7uVBzHC3tcmSS1o6jIoFeSJCndysrs5pUkqS/paHTDw0AMHAAsa/ZxV+T2qCpJ6oBBryRJUvqVlTmfV5KkvqSjoPcyQrC7ZZ+PJSmrioqgpibbVUiSJPVvq1bBSSdluwpJktRV7Qa9cRxf2tHHkpQtxcV29EqSJKXT6tVQVQX77ZftSiRJUle5GZukPsfRDZIkSen16KNhPfHE7NYhSZK6zqBXUp9j0CtJkpRejz4KpaVwyCHZrkSSJHVVu6Mboih6sJvXjOM4Pq2bnytJnSoqCi8llCRJUno8+iiccALkus22JEl9RkebsZ3czvEYiDo47oZtktKqqAg2bsx2FZIkSf3T1q3w+uvwwQ9muxJJkpSMdkc3xHGc0/wNKARuB94EPgpMB4r2rh8DVgK37T1PktKmqAhqarJdhSRJUv/02GNhPemk7NYhSZKSk8yM3v8EjgSOjOP4+jiOy+I43rN3/R1wDHD03vMkKW2Ki53RK0mSlC4LF8KgQXDUUdmuRJIkJSOZoPcDwF/jOK5s68E4jiuAWwBf4CMprdyMTZIkKX0efRSOPjqEvZIkqe9IJuidANR2ck4dML775UhS5wx6JUmS0mPHDnj+ecc2SJLUFyUT9K4F3hFFUUFbD0ZRNAh4B7AuFYVJUnsSQW/cbOvHxkbYsyd7NUmSJPUHTz0FDQ0wf362K5EkSclKJui9HpgFPBhF0fwoinIBoijKjaJoAfAAMAP4XcqrlKRmiorC2jzY/fGPYc6c7NQjSZLUXzz6KOTkwHHHZbsSSZKUrLwkzv0BcARwPvAQ0BhFUQUwghAYR8Dte8+TpLRJBL01NVBYGN5/8UVYtQq2b4chQ7JVmSRJUt+2cCHMmwelpdmuRJIkJavLHb1xHNfFcXwBYbO1B4EqQshbRejm/UAcxxfEcVyfjkIlKaG4OKzN5/Su2zs0ZsOGzNcjSZLUH9TWhtENzueVJKlvSqajF4A4jm8EbkxDLZLUJYmO3raC3vXrYb/9Ml+TJElSX7doEezebdArSVJflcyMXknqFfYNeuPYjl5JkqSeevTRsBr0SpLUNyXd0QsQRVExMBzIbevxOI5X96QoSerIvkFvVVWY1wsGvZIkSd1RWwt//CMccACMGZPtaiRJUnckFfRGUfQh4KvAAR2cFid7XUlKxr5Bb6KbFwx6JUmSuuPSS+Hll+HWW7NdiSRJ6q4uB7JRFF0MXAs0AI8CawA3XpOUcYmgN9HFu3Zt02Pr12e+HkmSpL7sscfg8svhYx+DCy7IdjWSJKm7kum8/TKwDTgxjuPFaapHkjrVXkfvhAl29EqSJCWjuho+/GGYNg2uuirb1UiSpJ5IJuidBfzOkFdSthUXh3XfoPfww2HFiuzUJEmS1Bd98YtQVgYLF8KQIdmuRpIk9UROEudWAHvSVYgkdVVbHb2jRsH06Y5ukCRJ6qoHH4Rrr4WvfQ1OOCHb1UiSpJ5KJui9Ezg5iqIoXcVIUle0FfROnAjjx4eXHyZm90qSJKl9t9wCgwfDf/1XtiuRJEmpkEzQ+3VgEPCrKIpK0lSPJHVq383Ymge94JxeSZKkrrjvPjjlFBg0KNuVSJKkVEhmRu9fgBrgE8D7oyhaDlS2cV4cx/FpKahNktrUVkfvkUeGzdggBL0zZ2anNkmSpL7gjTfC2xe+kO1KJElSqiQT9J7c7P3BwLx2zou7W4wkdUVODhQUhKC3thbKy1t29DqnV5IkqWP33x/Ws87Kbh2SJCl1uhz0xnGczJgHSUqr4uIQ9CbGNDi6QZIkqevuuw+mToXZs7NdiSRJShXDW0l9UlFRCHrXrQsfT5oEI0dCfr5BryRJUkfq6uCBB+DMM8GttiVJ6j8MeiX1SfsGvRMnhv+ojB9v0CtJktSRZ56B6uoQ9EqSpP6jw9ENURRN6c5F4zhe3b1yJKlrioqgpqZl0Ash6HVGryRJUvvuuy/seXCaW2hLktSvdDajdxXJb64Wd+G6ktQjiY7etWuhsBCGDw/Hx4+H5cuzW5skSVJvdt99cPTRTf9+kiRJ/UNngexqkg96JSntmo9uSIxtAJgwARYuzG5tkiRJvdW2bWF0w7e+le1KJElSqnUY9MZxPC1DdUhSUoqLw39UEkFvwvjxUFEBu3eHTl9JkiQ1efBBaGx0Pq8kSf2Rm7FJ6pP27ehNGD8+rBs3ZqcuSZKk3uzee6G0NIxukCRJ/YuzdCX1Sc03Y2sr6N2wAaZNy0ppkiRJvcayZaGLt6YmvN1+O5x6KuTnZ7sySZKUaga9kvqkoiJYvx727GkZ9E6YENYNG7JTlyRp4Nq9G773Pfj618OIIak3+NznwuZrCfn58P73Z68eSZKUPo5ukNQnJUY3QNsdvevXZ74mSdLA9vjj8N//Df/8Z7YrkZqsWQNvfztUVoYnyPfsgXe9K9tVSZKkdDDoldQnFRU1vd886B09GnJz7eiVJGVedXVYN23Kbh1Scxs2wNSpMHQoFBRAFGW7IkmSlC4GvZL6pOYviW0e9ObkwLhxBr2SpMwz6FVvs3t36OQdNy7blUiSpEww6JXUJyU6eqOoaVxDwvjxjm6QJGVeVVVYN27Mbh1SQuJrcd9/K0mSpP7JoFdSn5QIeseMCS9DbG78eDt6JUmZZ0eveptE0GtHryRJA4NBr6Q+KRH0Nh/bkGDQK0nKBoNe9TZ29EqSNLAkFfRGUbQgiqI7oygqj6KoLoqihjbe6tNVrCQldBT0TpgAmzdDXV1ma5IkDWyOblBvk3ji245eSZIGhryunhhF0bnA34FcYDWwFDDUlZQVnXX0QviP9uTJmatJkjSw2dGr3mbjxrCfwZgx2a5EkiRlQpeDXuBSoA44N47j+9JTjiR1TXFxWDsKejdsMOiVJGVOIuitroZdu5qelJSyZcMGGD0a8pL5X58kSeqzkhndcBBwkyGvpN6gs9EN4JxeSVJmJUY3gF296h02bnRsgyRJA0kyQe8OoCJdhUhSMqZMCd0phx7a+rHmHb2SJGVKdTUMGhTeN+hVb7BhgxuxSZI0kCQT9D4AHJeuQiQpGTNnwvbtcPjhrR8bMybMo1u/PvN1SZIGrupqmDUrvO+GbOoN7OiVJGlgSSbo/SowM4qib0VRFKWrIEnqqsLCto/n5cHYsXb0SpIyq6oK9tsvvG9Hr7KtsTF8HdrRK0nSwJHMWP5vA68B3wE+FkXRi0BlG+fFcRx/vOelSVL3TZgA69ZluwpJ0kARxy07eg161Zn6eti2LWyWlg4VFVBXZ0evJEkDSTJB78XN3p+2960tMWDQKymrJk6EsrJsVyFJGihqakIH5ahRMGKEoxvUuV/9Cr76VViyBCZPTv31E1+DdvRKkjRwJBP0Tk9bFZKUYpMmweOPZ7sKSdJAUVUV1qFDw/ggO3rVmUWLwhMEV14JV12V+usnRljZ0StJ0sDR5aA3jmN74yT1GRMnhpcs7toFRUXZrkaS1N9VV4e1tDQEa3b0qjNLl4b16qvhm99M/QgHO3olSRp4ktmMTZL6jIkTw7p+fXbrkCQNDM2DXjt61RXLlsH8+eFJ6Z/+NPXXt6NXkqSBp92gN4qiKXvfcvf5uNO3zJUvSW2bNCmsa9dmtw5J0sDg6AYlY+vW8Hb++fD//h/87GdNTxa05Z57YN482LKl6/fYuBGKi6GkpMflSpKkPqKjjt5VwJvAzH0+7uxtZXpKlaSuS3T0rluX3TokSQPDvqMbtm8P81eltixbFtb994evfz08UfDLX7Z//j33wEsvwWWXdf0eGzaEsQ1R1LNaJUlS39HRjN4bgBio2udjSer1DHolSZmU6OhNjG6A0NU73e2M1YZE0LvffuHtzDPhJz+Bz3++7b0FliwJ6y9/Cf/2b+FzOrNxo2MbJEkaaNoNeuM4vrijjyWpNysthSFDHN0gScqMREfv0KFN4drGjQa9atvSpZCX1/T18Y1vwMknw7XXwmc/2/r8xYvhjDPgqafgK1+Bv/+983ts3AgHHZTKqiVJUm/nZmyS+q2JE+3olSRlRiLoHTKkZUev1JZly2DGDMjPDx/Pnw+HHQZ/+lPrc3fsgNWrYcEC+NrX4Lbb4OGHO7/Hhg129EqSNNAY9Erqtwx6JUmZUlUVNr7KyzPoVeeWLm05fiGK4IQTwhzexsbW5wLMmQNf/CJMngyXXNL6vOZ27Qpfk+PHp752SZLUe7Ub9EZR9PMoisZ298JRFL0ziqL3dffzJamnJk1ydIMkKTOqq8PYBoAxY8K6cWP26lHv1dgIy5eHjdiamzcvdO+u3Gdr68WLw3rAAWF+7/e/D88/D3/4Q/v3SHzt2dErSdLA0lFH7/uBlVEU/TKKomO6crEoioZGUfSpKIqeB24BRqaiSEnqjokTw8sWGxqyXYkkqb+rrg7z4SG8HH/kSDt61bY1a2DPntYbqs2bF9YXX2x5fPFiyM2FWbPCx+97Xzj3pz9t/x6JoNeOXkmSBpZ2N2MDZgGXAZ8EPhlF0RrgceA5YAOwDSgkhLlzgGOBo4BBwGLg7XEc352+0iWpY5MmhZC3vNz/6EiS0quqqinohdBJadCrtiRGMezb0Tt3bgh0X3gBLrqo6fjixSHkLSgIH+fkwPnnw3//d/i6S3SSN7dhQ1jt6JUkaWBpN+iN47gC+Lcoii4H/hW4GHjf3rd4n9MjoAF4APgFcGccxx1MjZKk9Js4Maxr1xr0SpLSq/noBghzeh3doLYsWxbWfTt6CwvhwAPb7ug94ICWx+bPDyMgnngC3va21vdwdIMkSQNTRx29AMRxvAb4JvDNKIrmAicCUwidvLuAcuBl4NE4jqvTWKskJSUR9K5bB0cdld1aJEn9W3V1yycVx46FZ57JXj3qvZYuhZKStkPYefPggQeaPq6rgxUr4J3vbHnecceFjf8eeaT9oDcnp2letCRJGhg6DXqbi+P4NeC1NNUiSSk1aVJY163Lbh2SpP6vrdENdvSqLcuWhbENUdT6sXnz4Pe/D2OnxowJIW99feuO3uLi8CT2woVt32PDBhg9OoyCkCRJA0dHm7FlRBRFq6IoeiWKohejKHpu77ERURTdH0XR8r3r8L3HoyiKfhpF0Yooil6Ooujw7FYvqTcbPTpsiLN2bbYrkST1d22Nbti5M7xJzS1b1npsQ8K+G7ItXhzWfYNegAUL4Nln2/4a27jRsVWSJA1EWQ969zoljuN5cRwfuffjrwEPxHE8mzD392t7j78NmL337ZPALzNeqaQ+Iycn/CfHjl5JUjo1NsL27a07esEN2dTSrl1QVtZ6I7aE9oLeOXNan7tgQej2ffLJ1o9t2OB8XkmSBqLeEvTu6x3A9Xvfvx64oNnxG+LgKWBYFEU+Vy2pXZMm2dErSUqvHTsgjlsGvWPHhtXxDWrujTfC10p7Hb0jRsCUKS2D3smTw0zffR1/fHhSu63xDXb0SpI0MPWGoDcG7ouiaFEURZ/ce2xsHMcb9r6/Edj7T2UmAmuafe7avcckqU0TJ9rRK0lKr+q92xHvO7oB7OhVS0uXhrW9jl4IXb2JoHfJkrbHNkB4YuHww8OGbM01NoavOzt6JUkaeHpD0HtiHMeHE8YyfDaKovnNH4zjOCaEwV0WRdEnoyh6Loqi5zZv3pzCUiX1NYmgN07qp4gkSV2XCHrbGt1gR6+aW7YsrLNnt3/OYYeFQHjnzo6DXoD58+Hpp2H37qZjW7eGkQ529EqSNPBkPeiN43jd3rUcuBU4GtiUGMmwdy3fe/o6YHKzT5+099i+1/xNHMdHxnF85OjRo9NZvqRebtKk8B+lqqpsVyJJ6q8Sf8c0D3pHj4YosqNXLS1bFgLYIUPaP2fevNCVe9dd4d8wHQW9CxbAnj3wzDNNxzbsfV2kHb2SJA08WQ16oygaHEXRkMT7wJnAq8DtwEf2nvYR4La9798OfDgKjgWqmo14kKRWJu4d7uL4BklSurQ1uiEvD0aONOhVS0uXdjy2AZo2ZPvTn8LaUdB70knhCYXm4xsSXeR29EqSNPD0OOiNoig/iqLDoijq5J8sbRoLPBZF0UvAM8A/4ji+B/gBcEYURcuB0/d+DHAXsBJYAVwNfKan9Uvq3wx6JUnp1tboBggdlY5uGNj+5V/Cpmk//jGsXh06etvbiC1h6lQYNix09ELHQe/w4XDwwU0bsjU2wj33hPft6JUkaeDJ6+qJURS9G7gI+Nc4jiv2HpsJ3A3M3PvxbcC74ziu78o14zheCRzaxvGtwGltHI+Bz3a1ZkmaNCmsa9dmtw5JUv/V1ugGCBuy2dE7cNXUwPXXw+DBcMkl4Q067+iNotDV+/DDMGIEjBrV8fkLFsA118CKFSFYfvhhuPBCmDEjBb8ISZLUpyTT0fsxYE4i5N3rSmAW8BDwMvAO4KOpK0+SembChLDa0StJSpe2RjdA6Kg06B24nn4a6urgj3+E5cvhf/4HzjwTzj23889NjG844IAQ/HZk/vwQKs+dC889B7/9LfzlL5CT9d1YJElSpiXz1/+BwLOJD6IoKgXOAW6O4/h0wiZqSzDoldSLDBoUOmEMeiVJ6ZIIektKWh6fOjW8XN8NQQemRx4JYesJJ8CsWfD1r8O993be0Qstg97OLFgQuoaPOQZefhk+/vHOw2FJktQ/JRP0jgaab3x2HGH0w58B4jiuA+5n7xgHSeotJk1ydIMkKX2qqkLIm5vb8vh550F9Pdx+e3bqUnYtXBgC2307vbvisMPC2pWgd/To8O+chx+G6dOTv5ckSeo/kgl6twPN/5myAIiBx5od2w0MSUFdkpQyEyfa0StJSp/q6rbDvGOOgcmT4eabM1+Tsqu2Fp58MoxV6I6DD4Zf/xouvrhr5w8b5qgGSZKUXNC7HHhbFEWDoigqAN4NvBzH8ZZm50wFylNZoCT1lEGvJCmdqqtbb8QG4eXz73oX3HcfVFZmvCxl0XPPwe7d3Q96owg++cmwGZskSVJXJRP0/gaYQQh8FwPTgev2OecI4LXUlCZJqTFpEmzeDHv2ZLsSSVJ/VFXVdtALIeitrXV8w0DzyCNhPemk7NYhSZIGli4HvXEcXw/8ACgmjHD4OfCzxONRFB0PzAIeSnGNktQjEyeGdf367NYhSeqf2hvdAGF8w5Qp8Je/ZLYmZdfChTB3btgQVpIkKVOSmuQUx/E34jgetfftC3Ecx80efg4YDlyVygIlqacmTQqr4xskSenQ3ugGCC/Bv+giuPdexzcMFPX18Pjj3R/bIEmS1F0pG9kfx3FtHMdVcRzXp+qakpQK48aFdePG7NYhSeqfOhrdAPDud0NdneMbBooXX4Tt2w16JUlS5iUd9EZRdEgURT+Ioui2KIr+2ez4tCiK3h1F0fDUlihJPZN4OW11dXbrkCT1Tx2NbgA4+ugwvuHmm5uONTTACy9Ai9fHqV9YuDCsBr2SJCnTkgp6oyi6DHge+ApwHnDKPtf6E/DBlFUnSSmQ6LIy6JUkpVpDA+zY0XFHbxSFTdnuuw+2bYO//hUOOQQOPzwcU/+ycCHMmgUTJmS7EkmSNNB0OeiNoui9wLeA+4F5wPebPx7H8UrCnN7zU1ifJPXYkCFhNeiVJKXa9u1h7SjohRD01tWFDbouuijMcQV49dX01qfMamyERx+1m1eSJGVHMh29nwdWAO+I4/hloLaNcxYDs1NRmCSlSl4eFBcb9EqSUi/xd0tHoxsgjG+YOxcGDYLrr4fXX4cRI2DFivTXqMx57TWoqDDolSRJ2ZGXxLkHA7+L47itgDdhPTC2ZyVJUuqVlhr0SpJSL/F3S2cdvVEEixaFJx9zc8OxmTPhjTfSW58y65FHwmrQK0mSsiGZjt4IaOzknLHA7u6XI0npYdArSUqHqqqwdhb0QujmTYS8EOa42tHbv9x9N8yYAdOmZbsSSZI0ECUT9C4Hjm/vwSiKcoATgdd6WpQkpZpBryQpHbo6uqEtM2dCWRnUdvR6OfUZO3bAAw/A+eeHDm5JkqRMSybovRk4PIqiS9p5/BvALODGHlclSSlm0CtJSoeujm5oy8yZYfOusrLU1qTsuO8+2LMH3vGObFciSZIGqmSC3quAl4AfRlH0NPA2gCiKfrT34+8ATwG/SXWRktRTBr2SpHRIZnTDvmbNCqtzevuH22+H4cPhhBOyXYkkSRqouhz0xnG8CzgF+D1wOHA0YW7vl4AjgD8AZ8dxXJ+GOiWpR4YONejd1+7d8Mtfhm4ySVL39HR0Axj09gcNDXDnnXDOOZCfn+1qJEnSQJWXzMlxHFcBF0dR9CXgKGAkUAU8E8fx5jTUJ0kpYUdva//4B3zmM3DEEXD00dmuRpL6purqMI918ODkP3fcOCgudkO2/uDJJ2Hr1jCfV5IkKVuSCnoT4jiuAO5NcS2SlDaJoDeO3SAlYdOmsG7blt06JKkvq6qCIUMgJ5mBaHtFUejqtaO377v99tDJe9ZZ2a5EkiQNZF3+J2kURaOjKJofRdGQdh4v3fv4qNSVJ0mpUVoaXla5a1e2K+k9Nu99HUZivqQkKXnV1d0b25Awa5Ydvf3BbbfBySf37GtBkiSpp5LpPfgWcAfQ0M7jDXsf/3pPi5KkVEtskuP4hibl5WE16JWk7quu7t5GbAkzZ8LKlc5L78uWLoVly+Ad78h2JZIkaaBLJug9A7g/juOath6M43gncB/gC5Yk9TqJ/4Qbajaxo1fquwwFe4+qqp4FvbNmwZ49sG5d6mpSZt1+e1jPOy+7dUiSJCUT9E4GOpsgtnLveZLUq9jR25odvVLftHIlDBsGDz2U7UoEPR/dMHNmWJ3T23fdfjvMmwdTpmS7EkmSNNAlE/TGQEEn5xQAud0vR5LSw6C3NTt6pb5p6VLYvh2+/GU7e3uDno5umDUrrM7p7Zu2bIEnnoDzz892JZIkSckFvUvpYCxDFEXR3sf9Z6qkXsegtzU7eqW+qaIirM8/D7fckt1aBJWVPQt6J0+G/Hw7evuqRx8NT7ic5fA6SZLUCyQT9N4CzImi6OdRFBU1f2Dvxz8H9gduSmF9kpQSBr0tNTTA1q3hfYNeqW9JBL1Tp8K3vgV1ddmtZyArL4dNm2C//bp/jdxcmDbNoLeveuIJKCiAI47IdiWSJEnJBb0/BV4GPg0sj6LoxiiKroii6EZg+d7jLwNXpbxKSeohg96Wtm6FOA7v+3si9S2JJ2muugqWL4drr81qOQPa00+H9dhje3adWbMc3dBXPfFECHkHDcp2JZIkSUkEvXEc7wJOJnTsjgPeC1yydx0H3Aicsvc8SepVhgwJq6FmkJjPC3b0Sn1NRUXY/Osd74ATToDvfAdqarJd1cD09NOhI7en3ZwzZ4aO3sQTcOob9uyB556D44/PdiWSJElBMh29xHFcGcfx+4HxwNuBD+5dx8Vx/ME4jitTX6Ik9dygQeHNoDdIzOcdP96gV+prKipgxAiIIvjBD2DDBvjZz7Jd1cD09NNw8MFQXNyz68yaFf5+2rIlNXWpc3/4A1x4YdfC9QcfhC9+sfW5L7wAtbUGvZIkqfdIKuhNiON4cxzHd8VxfOPe1X+WSur1SksNehMSHb2zZxv0Sn1NRQWMHBneP/FEOOccuOIKu0EzrbERnnmm52MbIHT0gnN6M+n22+Fvf4NFizo/97rrwqiU119vefyJJ8J63HEpL0+SJKlbuhX0SlJfZNDbJNHRO2tWCHoNiKS+I9HRm/D2t4e5vevWZa+mgWjJkvB3yjHH9Pxas2aF1Tm9mbNyZVj/+MfOz33llbD+9a8tjz/xBEyfHl4dI0mS1BvktfdAFEXXAjHwjTiON+39uCviOI4/npLqJCmFhg416E3YvDm87HvGDKirg927oago21VJ6oqKihAuJRx4YFhfew0mTcpOTQNRYiO2VAS906eHn8l29GZOIuj985/hRz8Ks5bbUlcHixeH92+5Bf7rv8L7cRyC3lNOSX+tkiRJXdVu0AtcTAh6Lwc27f24K2LAoFdSr2NHb5Py8vDS70RXYFWVQa/UV+zb0ZsIel9/Hc46Kzs1DURPPx2eQNx//55fa9AgmDzZjt5M2bYtvB17LDz1FDz0EJx+etvnLl8e5vAeeWTYeG3ZMthvP1i9OszHdj6vJEnqTToa3TAdmAGsbPZxV95mpKtYSeoJg94mmzfD6NEhpADn9Ep9RWNjCKiaB72jR8OoUa3nhyq9nn4ajj4aclI0CG3mTDt6M+XNN8P6uc/BkCEdj2949dWwJjp5E+MbEvN5DXolSVJv0u4/TeM4Ltv7Vr/Px52+Za58Seo6g94m5eUwZoxBr9TXVFeHsLd50Auhq9egN3N27oSXX07N2IaEWbPs6M2UxNiGuXPhwgtDeLtrV9vnvvJKGOtw5pnhz7t50Dt4MBx8cGZqliRJ6oou9yBEUbQyiqL/S2cxkpROBr1NEh29paXhY4NeqW+oqAhre0GvGytmxqJFIXBPZdA7d2742eymeumX6JyePh0+8AHYvh3+8Y+2z33llTCqYdCgEAovWhQ6gp94Ivz553U0CE+SJCnDknmx2WjAKEBSn2XQ28SOXqlv2ro1rPsGvXPnQmUlbNyY8ZIGpFRuxJZw3HFhffLJ1F1TbVu5Mow7KS0Nm6mNGwc33tj2ua++CgcdFN6/8MKw/v738NJLjm2QJEm9TzJB72vAzHQVIknpVloaNlTZsyfblWRXfX3oCnRGr9T3dNTRC45vyJSnn4YZM8LP0VSZNw8KCw16M2HlyvDnB2Esw3vfGzp6t21red7OneHcxHiGGTPgsMPgRz+ChoamcF6SJKm3SCbo/SlwXhRFh6SrGElKJ8cUBFu2hNWOXqnvMejtHZ56KrXdvAAFBXDkkU2bfCl9mge9AO9/f3gi+G9/a3nea6+FcSjN5/BeeGEY9QBw7LHpr1WSJCkZyQS9a4F/Ao9HUfSjKIreE0XRgiiK5u/7lqZaJalHEkHvQB/fsHlzWEePDruNg0Gv1Fckgt6RI1seHzsWhg836M2EdevCW6qDXggdos8/7ytP0qm+HsrKWga9Rx4ZNsP7059anvvqq2FNjG4AuOiisB5wQOsnXCRJkrItme0DHgZiIAK+tPf99uT2oCZJSguD3qC8PKxjxoSXrA4ZYtAr9RWJoHf48JbHo6hpQzalV2I+bzq6OY87Dq64IoS9jgVIjzVrwtiFmc0G0kURvOc98P3vw6ZN4YkTCBuxFRe3DIX33x9OPdU/H0mS1DslE/ReRsfhriT1aga9QfOOXgjjGwx6pb6hoiI8OZOf3/qxAw+EW2/NfE0DzdNPhzEL8+al/tqJ8PCJJwwS02XlyrA2D28hBL3f+x789a/wmc+EY6+8EjY6zNnnNZAPPJD+OiVJkrqjy0FvHMeXprEOSUo7g96geUcvGPRKfUlFRfsvFz/wQLj66vBkTio3CVNLTz4ZNuQaNCj11x43DqZPd0O2dGov6D3ooPA9dNNNLYPec8/NbH2SJEk90aUZvVEUTYmi6MIoiv5fFEWT012UJKWDQW+weXPoTkqERQa9Ut/RWdALYQMppUdtLTz7bHq7bY87LgS9sa+jS4uVK0NH/MSJLY8nxjc8+iisXx+eFC0vb7kRmyRJUm/XadAbRdGPgJXAzcBfgDejKLoi3YVJUqoZ9Abl5TBqVNNLUQ16pb6jK0Gvc3rT56WXYPduOP749N3juONC0Lh6dfruMZCtXAnTpoUZ9ft6z3tCwP6XvzRtxGbQK0mS+pIOg94oit5H2HgtApYAS/e+/6W9j0lSn2HQG+z7sm6DXqnv2Lq1/aB34sTwc86gN30SIxXS2dGbCJEd35AeK1e2HtuQsP/+cOihYXzDK6+EYwa9kiSpL+mso/cTQD1wehzHc+M4PhA4C2gEPp7u4iQplQoLIS/PoLe8vGk+Lxj0Sn1JRx29URS6eg160+fJJ2HyZJg0KX33OOQQKC5uHfT6czo1Ogp6IXT1Pvkk3HVXePVL878vJUmServOgt5DgNviOH4ocSCO438CtwHz0liXJKVcFIVQc6AHvXb0Sn1THHcc9IJBb7o98UR6u3khPCF51FHhXgnXXw/Dh8N996X33v1dZWX4Huos6IXwe33wweHfDpIkSX1FZ0HvcMLIhn0tAYalvBpJSrPSUoPetjp6a2thz57s1SSpc9u3Q0ND50Hvpk1hxINSKzE3N91BL4TxDS++CDU1cPPN8LGPhaD/pZfSf+/+7M03w9pR0DtjBhx5ZHjfsQ2SJKmv6SzozQHq2jheR5jVK0l9ykAPemtrQ0fTvh29YFev1NtVVIS1s6AXYPHi9Ncz0CRGKaRzI7aE446D+nq49FL4wAfghBNCR+8bb6T/3v1Z4vevo6AXmrp6DzoovfVIkiSlWmdBL0Cc9iokKUMGetC7ZUtY9+3oBYNeqbdLBL0jR7Z/TiLodXxD6j3xRJj1Pm9e+u917LFhveIKOPxwuPNOmD3boLenVq4M6/TpHZ/34Q/DuefC296W/pokSZJSKa8L51waRdGlbT0QRVFDG4fjOI67cl1JyrjSUti4MdtVZM/mzWG1o1fqe7rS0Tt5MgweDK+9lpmaBpInn4QjjoCCgvTfa/ToMD6gvh7uvjv83TVjBjzzTPrv3Z+tXBmeKEn8vdeeMWNCuC5JktTXdKWjN0ryrSvXlKSsGOgdveXlYbWjV+p7uhL05uSEMHLhwszUNFDs2QOLFmVmbEPCQw/Bc881/XnPnAllZVDX1lA1tWnp0pbzqleu7HxsgyRJUl/WYSgbx3FOd94yVbwkJWugB7129Ep9V1eCXoCzzw4beQ3kVy+k2vPPhxnnmdiILaGkBHJzmz6eMSNsxrdmTeZq6Mt27YKjjoJDDgkhPRj0SpKk/s9QVtKAMtCDXjt6pb4rEfQOH97xeWedFdb77ktvPZnQ0ABPPQVxlneMSGzElsmgd18zZ4bVOb1dc//9sH077NwJJ50EN90UOqINeiVJUn9m0CtpQCktDV0+A/Wlr5s3hw6xYcOajpWWhtWgV+rdtm6F4uKwIVhH5s0LT+bcc09GykqrX/0qhKuXXJLdsPfJJ8MGXuPGZa+GRECZ2FBMHbv11vBE5muvhe+J9743zDw26JUkSf2ZQa+kASURag7Urt7y8jC2IafZT3+DXqlvqKjofGwDhO/vs84KHb0NbW2b24fccQfk58NPfgKf/Sw0Nma+hjiGJ57IbjcvwMSJMGiQHb1dUV8fvnbe/vbw+/bgg/DBD4bHDjkku7VJkiSlk0GvpAFloAe9mze3nM8LkJcHgwcb9Eq9XVeDXghB79atYbZsX1VTAw8/DP/2b/DVr8Ivfwmf+ETmw+vnnoP167Mf9ObkhK7iZIPezZvhllvSU1Nv9dhj4ev/ne8MHxcWwg03hNENRx+d3dokSZLSKS/bBUhSJg30oLe8vOV83oShQzMX9DY0hMAiijJzP6m/SCboPfPM8D12771hQ6q+6KGHYM8eeNvb4PTToagILr00PDH1s5+l9941NSEc/e1v4dFHw8iMs89O7z27YsaM5Ec3XHIJ/P73sGoVTJ2alrJ6nb//PXQ/J+ZVQ/h+mDIlayVJkiRlhB29kgaUgR70ttXRC5kNek88Eb75zczcS+pPkgl6R4+GI47o23N67747BKzz54eQ7tvfhve/P4SW6RzhUFcHhx0GH/kIbNwIl18eumhnzUrfPbtq5sxQS1fnFa9bB3/6U3j/kUfSV1dvEsdhPu+ZZ0JJSbarkSRJyiyDXkkDykAPerPd0VtfD88+Cy++mP57SakQx/C1r8HNN7f9+B13NAVp6VZRASNHdv38s86Cp56Cysq0lZQ2cRyC3lNPDZ2ZCaefHn5WLVuWvnv/4x/h+r/5DSxdCl/5SnY3YWtuxgzYvj2MJeiKn/88hOKDB7cf9NbUZHeju57at/YXX4TVq+GCC7JRjSRJUnYZ9EoaUAZy0FtXF37dbQVFmQp616wJoxvWr0//vaRUSHR0vuc98OUvhycrIIwU+Nzn4Pzz4cMfhrVr01tHHCfX0Qth1EBDAzzwQPrqSpfly8OIgre9reXxY44J69NPp+/e11wTgt2PfrT3jZiZOTOsXZnTu2MH/OpXYU7taae1HfRu2BCe/MvUkxWp9vDD4e+0669vOnbrrWE80HnnZa0sSZKkrDHolTSgDB0a1oEY9CaC3OHDWz+WqaA3MVtyw4b030tKhddfD+uCBXDllSE8ff55OOmk0C35iU+EjslMzIytrU0u6D322PC93RfHN9x1V1j3DXrnzAlP2D31VHruu359uPdHPhI2quxtZswIa1eC3t/9LnRzX3JJ+Pp9440wyqG5W2+FnTvhj39MdaXpF8dhDNC2bXDxxfC//xuO//3vYURQW2OKJEmS+juDXkkDykDu6N22Lay9IegtLw8dxtK+Pv7x8FL53mLx4rDeeCNce23YmOuII8JL+v/2N7j6arjoIvj1r8NL6tOloiKsyQS9eXlh1MG99/a9l+bffXcIdadPb3k8JweOPjp9Hb3XXx+C+499LD3X76lE0NvZhmwNDfCTn8Bxx4W3BQvC8YULW553661h/ec/0/v1mw4PPghPPAE//jFceCH8+7/DJz8Jr7wSupglSZIGIoNeSQNKcXEICgZy0DtsWOvHMh30AmzalP77qe+5447etWnU66+H74/x48NL+R99NKzPP98UJl1ySfj+ueaa9NWRmMmaTNALYU7vmjVNncl9QU1N+BrYt5s34Zhj4OWXw3mpFMchzD/pJNhvv9ReO1WKimDChM47em+/Pfy8/dKXwsfz5oUnOpt/b23bFkYfnHBC6Bbva53fl10Wfi8+/Wn4859DOH/11eEx5/NKkqSByqBX0oASReE/uwMx6E1syNReR+/u3eE/++nUPOh1Tq/2tW0bbN4c5uL2Fq+/Dgce2DSr9eijQxiYmJWaOHbSSXDVVU0zfFOtOx29EGazQgio+4qHHgozkNsLeo89NnSsLlrU8XUqK5P7ObNwIaxYEbrKe7MZMzrv6L3yytANnXgyIjc3jDNoHvTeeWf4ev3hD2HUqDDyoK945JHw5/W1r0FhYehe/+1v4dvfhn/5F5g2LdsVSpIkZYdBr6QBZ6AGvZ119EL6u3pXrgyBAjinV60tXRrWjRt7z6iBxYvhgAM6P++SS6CsDP761/TU0d2gd/r0sFnVc8+lvqZ0ueuu8OqL+fPbfjyxIVtnc3rf+94QwHf1a+maa2DIkDCKozebObPjjt7XX4fHHw+bBebmNh1fsACWLAmjcyCMbZgwIQTn558P//hH+p/sS5XLLgsb5n3iE03HogguvRR+85uslSVJkpR1Br2SBpyBHvS219ELmQl6TzghvG9Hr/a1ZElYa2szM0qkM1u2hFDswAM7P/e882D2bLjiivSE1N0NeqMIjjoKnn029TWlQxyH+bynngqDBrV9zujRoau1ozm9S5eG2cQrV8Izz3R+36oquOUWeN/7YPDg7tWeKTNmhE3Vdu9u+/G77w7rvoF18zm9NTVhVMMFF4RxRhdcEH4P9h2bsnEjrF2byup77rHHwnzer3wljLKQJElSE4NeSQPOQA16OxvdAOkN1yorQ1h17LEhWLCjV/tKdPRC7xjfkNiIrStBb05OmIe6aFHrDa9SobtBL4Sg97XXUj/TNh2WLYM334Rzzun4vGOO6bij91e/gvz88PaXv3R+3z/9CXbt6v1jG6BpbMibb7b9+D33wNy5MHlyy+OHHx5C7EcegfvuC7/exGiH008PXdTNxzdUVISxJDNnhhEJvWWztu9+F8aMgU99KtuVSJIk9T4GvZIGnIEa9G7bBgUFYZ7hvjIR9CZC6249TAAAUT9JREFUidmzYexYO3rVWm8NersyugHgIx8Jo1Guuy71tVRUhA7X7nQwHnlkmGn7wgupryvVEt2o7c3nTTj22NDVum5d68d27gx/BhdeCGecETp1O+qyrqiA73wHjjgihOK93YwZYW1rfMPOneGJhrPPbv1Yfj4cf3wIem+9NTzpl+jyLSoKn3PbbdDYGH6/Lr44fB++4x1w+eXhZ/d114XHs6W6OoTUn/pUCKYlSZLUkkGvpAFnoAa9lZXhP/aJTaWay0TQm9g8aMYMGD/ejl61tmRJCJMANm3Kbi0QZp0WF8OUKV07v6goBJR33RWC1VSqqAjdvG19/3YmEV72hfENd98Nc+Z0vplWYk5vW+Mb/vzn8LPs05+Gd70rzE7u6Nf++c+HMR1XX929399MS3T0trUh28MPh9EnbQW9EILdV14Jnbtvf3sIfxMuuCAE54sWwU9+AnfcAT/6Edx8cxh/MWMGfOxj8Ic/pPgXRKhpx47Oz3vxxbAee2zqa5AkSeoPDHolDTgDNejdtq3tjdigKehN5+/LvkGvHb1qrr4eVqxo6jDsDR29r78eunlzkvjX0tvfDps3pz5UragIm6p1x/jxMHFi5zXt3g1f/Wr2noTZuTMElZ118wLMmxdeobDv+IY4hl/8IowuOOmk0I3a0fiGv/8d/vhH+Na34LDDevgLyJDRo8MIhrY6eu+5Jzw5ceKJbX9u4vururppbEPCueeGzdsuvTR8HbzznWFDNwhPFjz+ePj7M9Ub+9XWhhERP/xh5+cmutIPPzy1NUiSJPUXBr2SBpzS0t6x0VOmbdvW9nxeyFxH74gR4V4TJtjRq5ZWrYK6OjjuuBDMpTroXbYMXn01uc95/fWuzedt7uyzQ1h2553JfV5nEh293dWVDdluuCGEbX/+c/fv0xMPPRRCv64EvYMGhWB2347eZ5+F55+Hz3wmdOcOHx7mz/7lL63HN2zZEkYAzJsH3/hGyn4ZaRdFoau3rY7ee+6BU05pe0QPhK+DwsLQfX7WWS0fGzEiBMF33QWTJsE117TscI4imDUrPCGTSmvWhCcZnn++83Offx7GjQtvkiRJas2gV9KAM3586BzrDR2DmZQY3dCW0tKwpjvoTcyWHD8eystDF6cEYWwDhJftjx2b+u/Pz38+vIy/q6qrw8vYuzqfN2HECDjhhN4Z9C5f3rQp477iGK66Krz/zDPdv09P3H136EadP79r5x97bOgubf5z5Be/gJIS+OAHm44lxjfs24n6uc+FJ8Cuv77lCIO+YObM1h29K1aEt/bGNkAIyC+6CD784bZn3L73veGcm25q+++LWbPC11EqlZWF9ZVXOj/3+eft5pUkSeqIQa+kAefUU8N6333ZrSPTOhrdkJ8f/tOfqaB3woQQLPWGOazqHRIbse2/f+jWS/XXxrp1IUzuaoCc2Igt2Y5eCOMbXnopdCqmwosvhu+f0aO7f43EnN72XnZ///3h1zx0aHZm+cZxCHpPOy0EjV1xzDFQUxMCwo0b4YEHQjfyBz/Y9OQVhPENeXlN4xsaGuCb3wznfvvbcMghqf/1pNuMGeFrYuvWpmP33BPWjoJegN//Hn71q7Yf+8Qnwvfe0Ue3/fisWU3d96myenXT2tH4oF27wteoQa8kSVL7DHolDTjz5oXA5N57s11JZnXU0QvpHWnR0BDCgeYdveCcXjVZuhRGjQpzaNPR0VteHtaFC7t2/uuvh7W7QS/AP/6R/Ofu6847w7zV4cPhi1/s/nWOPDKs7YW4V10VAvYvfSl0ilZUJHf9118P9dXUdK++ZcvgzTe7NrYhIbEh1zHHhJ8pp58e5il/9rMtzxsxoml8w5Yt4R7/8z8h1PzqV7tXb7Z94AMhHP/AB5o2/rvnntDpO2tW968bRU2jfNoya1booE6Es6mQ6OiFjservPJK+LX2lVnKkiRJ2WDQK2nAyckJswnvuw8aG7NdTWbEcQh62+vohfCf+1QEvXEcugabz8NcuzaEA807esE5vWqydGno5oUQOKYy6G1oCAEfdD3oXbw4bPY1fXry95szJ3yt93R8w09/GrpR998/zKJNdoxEc8OHh5CuraB3yZLQTfuZzzRt4pVsV+8f/xjC4ve9r3sjWe66K6zJBL3TpoWg9lOfgp/9LDx598YbcNBBrc9917vCk00HHhi+Bq6+Orzl5SVfa29w2GFNv+bvfCfMuH3ooc67eXsqESKnck5vWVn4XoOOxzckZvja0StJktQ+g15JA9JZZ4Xgpyubv/QH27eHsKujjt5UBb3PPBNeJt58l/vEpkF29Ko9S5a0DHrLy1P3RMzWrU3XeuSRrn3O66+HeroTBEZR6Op94IHud7j+93/DF74A550XgsnEkyM90d6GbD/9aRiX8KlPwRFHhGPJBr2LF4dr3H576Kjdd+Ozztx9dwjIp03r+udEEfzgByHw/Ld/gzPPbPrZsq8LLgj1FRXBY4+Fbt6+7l/+BT76Ufjud8NmcjU1yQXl3TF7dlhTGfSuXh2C6yFDOg56X3gh/B02dWrq7i1JktTfGPRKGpDOPDOsA2V8Q2IDpkwEvcuWhfW665qO7Rv0jh0bQho7egXh67O8PAR9EL4+Ghpazh/ticTYhkMOCS8N78p1X3+9e2MbEt7+9tBl+eCDyX/uww/Df/0XvP/98Ne/wuDB3a+juaOOCt31zbulE5uRvf/9MGZM+DkwZ07yG7ItWRJCxq9/HX7zmxA+dtXOnSGAT2dIOWJECApfeqlpjEVfF0Xwf/8XQtKf/CR0xZ58cnrvOXZs+HpMdUfvtGmhE7uj0Q3PPx9+rVGUuntLkiT1Nwa9kgakMWPCyz8HStC7bVtYMzG6ITG78b77mjp2V66E3FyYPDl8nJcX/gzs6BW03IgNQkcvpG58QyLofde7wvroox2fX1PT9DL/7po/H0pKkh/fsHVr2Exs1iz49a/D902qtLUh229/G369X/hCy/OefbbrXbl1dSH4mzMHvvc9+MhHwiZn117btc9/6CGorU1/N+oBB3T8M7AvKiqCW24JT+KdfHLqnhRoTxSFr83ly1NzvcbG8HfGlCkh6H3llba/7urq4OWXHdsgSZLUGYNeSQPWWWfBE0+kbwOy3iQR9HbU0Tt2bOiwTfYl1/tavTq8RLqxMczthBD0Tp3a8mXwEybY0ZsNO3dmu4LWliwJa7qD3nPPhcLCzuf0Ll0avg96MhN30KDwyoE77+z691Qcw8c/Hur9859DUJxKhx0WZpQ/+2yYo3vFFaFz+NRT4dBDm8476qjwe79uXdeu++abIYibMycEgVdfDaedFsLjzp7M2bEjBMLFxSEcV/JmzIBFi+CGGzJzv1mzUtfRW14eQv6pU+Hgg8MmgG39vbB4cTjPjdgkSZI6ZtAracA6++zw8vDuvLS6r+nK6Ib99guhdyIUa666Gv7jP7oWEq5eHTqzjj02vCQ8jkPQmxjbkDB+vB29mfbKK6Fze9GibFfS0tKl4UmAxNdIIujdtCk11098TU+eHL4u25rT23we8Ouvh7UnHb0QxjesWxc6EbviV7+C226Dyy9PT+fi4MHh13TnnXDccfCVr4Sfg4knZBKOPjqsXR3fkAjqE6M38vNDN3JdXbhHWyorwxziqVPh1lvDfOBBg5L+JWmv6dPDk3WZMGtW+Jne0NDza5WVhTUR9ELb4xvciE2SJKlrDHolDVjHHRc2f+lP4xuWLw8vf96+veXxroxuSHRTJkKb5v7xD/jRj7oWiidehvuRj8Brr4W5mO0FvXb0ZtaiRb3zyY2lS2HmzBAQQlNglcqO3tzcMKd1wQJ48cWWnfx//GMIGY84Ar74xfBS+Nzcpo2nuuu008L68MOdn3v33fClL4Xv3+ZjFFLtqKNCaLZ6Ndx8M/ztb03BesKhh4bgvasbsu3bkQ3hz/PLXw6/t4891vL8m28Owd5//iccfzw8+ST8+Mfd/zUps2bNCiH+mjU9v1Yi6E2MboC2N2R7/vnwREVPvyclSZL6O4NeSQNWfn54yfK99/Z8XEFvcccdcM89rTsIu9LRm+jGS8xLbe6118La2VzGOA4B0uTJ8J73hM2B/u//YMuW1kHvhAmhY7O+vuNrKnUSm+Ilu9FWui1Z0jIkHDIkzB5NVdC7aROMHh3GFsyfH7p3H388PLZxI3zuc+H+Q4eGrtq//z2MbSgo6Nl9p0wJnZZtdRAnNDTAt74F55wTuup/97tQZ7p84QvwjW+EruV3vavtja0KC8PGdckEvePGtX4i6etfDz8LPve5pu7Pa6+F9743hHovvBB+Zh17bI9+ScqwRNiaivENzTt6R40KX0dtBb0vvBCegEjlzGpJkqT+yKBX0oB29tlh06Vly7JdSWokAtl9Z2tu2xYCndLS9j938uQQrvUk6K2qCjM3p0wJofL554fxDdB2R28ctz0qQunxxhth7U1Bb0ND00ZeCVEUAp9UdvSOGRPeP/bY8CRPYk7v5z4XNiP7619Dp3NlZQiB//a31Nx7wYJwr+ajIRI2boQzzggbmH384/DUU011psuhh4b7jRzZ8XlHHx2C3rbq3teSJS3//BIGD4Yrrwwd1L/5Dfz0p+HXeeaZcP/9MG9ed34FyrZZs8Kaig3ZVq8OT7AMHRo+Pvjg1qMbGhtD0OvYBkmSpM4Z9Eoa0M46K6z9ZXxDR0Hv0KEddwrm5ISOwrZGN3Q16F29OqxTpoT1Ix9p6uRrq6MXHN+QSYmO3tWrUxei9tSqVWGTpeYdvRDGN6RyRm8iQC0uDiHmI4+E2bC33ALf/nbT/QcNCuMEUvUS8QULYOvWprm/CQ0Nobv4qafguuvgt78NT7T0FkcdFWZzN/+ev+OOUG9zcRx+ZrS3cd1FF8Epp4SRGF/4ArzznWEOcXFx+mpXeo0fH75WU9XRO3Vq08cHHxz+vmk+/3f58jAf3qBXkiSpcwa9kga06dPD274zJPuiOG4Kk/YNeisrOx7bkLD//q07enfvbuoETTboPeuspoCtrY5ecEO2THrjjaZArqsvy0+3tua7Qvo6eiEErM89B5/5TOgq/fKXU3OftixYENZ95/Q+/nj4fvrNb+Dii9N3/+466qiwJr5OrrwydOj/67+2PG/z5vBEUlsdvRC6s3/2s/BE0oc+FObzuula35aTE2YwpyroTfx9AWGkR/O/cyB08wIcdljP7ydJktTfGfRKGvDGj4eKimxX0XNr1jRtwtZWR29HG7ElzJkDb74Je/Y0HVu6NLx09sADwz12727/8/cNevPz4VOfCqHAvkGzHb2ZtX17COUuuijMuewt4xsWLw5ruoPexAZvEMLX+vrw+3HNNU2bwKXDtGlhLMq+c3pvuil0RV5wQfru3RMHHhhGLzzzTBj18OUvhz+Tl15q+eeSCOrbC3oB5s4N3dk33BA2eVPfN2tWaoLe1atbd/RCy/ENzzwT5mUfeGDP7ydJktTfGfRKGvCGDg2zZfu6xHiFoiJYu7blY9u2db2jt7Gx5X/gE9e94ILQNdy802pfq1eH0Kx5qHbppU1hXnNjx4ZuPzt6MyMxtuHgg0PXXG8JehcuDKHRqFEtj48dGzbxq6vr2fVrasLc6OYdvccfH+ZVf+1r6X85eBQ1zelNbPrY0BBGRpx7LpSUpPf+3ZWbG35vrrkmbBb3wQ/C7beHx+67r+m8xPd2R0EvhA321H/Mnh3+LujKDOf2VFeHV5s0D3oPPDB8zyQ2ZHv88bCh59ln93xzREmSpIHAoFfSgFda2r+C3vnz2x7d0NWOXmg5vuG110IX3jnnhI87Gt+wenXoXmw+Czgnp+2Oyfx8GD3ajt5MSQS9M2aEGbXPPNMUPGZLfX3odD311NaPjRsX1s2be3aPxGZ/zYPeIUPCkyHf/W7Prt1VJ58c6kh0vz7ySPj4Pe/JzP276+ijQ1D+iU/A734HRxwRvmebB71LloR5u5MmZa1MZcGsWeGVH/v+XZOMsrKwNh/dUFwcrv3KK2F+9zvfGYLg667rUbmSJEkDhkGvpAGvP3X0jhsHhxwSumSbh3hd7ejdb7+wNt+Q7bXXQvfW3Lnh486C3ub/ae/M+PF29GZKohN75swQ4FVWpual1z3xwguhq++UU1o/lgh6ezq+oa2gF0LYG0U9u3ZXJeb0JsY33HRTGIuQePKkt/ra1+DGG+HXvw4dvjk5cOaZIehNdHIuWRJeCdDRRo/qf2bNCmtnc9s7khj107yjF8IrDp57Ds47L3T033knjBjR/ftIkiQNJP6zXNKA11+C3tdfD2HsxImh02rr1qbHuroZW0lJ+Px9O3rnzg0dwaNGpTbonTDBjt5MWbkyfA0MGxaCXsj++IaHHgprNoLeTJo5M3ytP/JI6GL+619DiFVcnL2aumLUKHjf+1qGuGeeGbqsX3opfLxkSedjG9T/JILenjxZlOjo3TfoPfjg8NjixWHESeIJSEmSJHXOoFfSgDd0aAhGm29A1tfEcQh6DzwwBLXQ9JLaPXtg166ujW6AENokOnp37QqdoIlu3tmz2w966+vDPe3o7Z3eeCMEjhC+ToqLWwe9f/gDPP985mp68MFQS/OZzgmJY6kKetu6R6Yk5vQ+8kj4NW/d2vvHNrTnjDPCeu+9YaxDWZlB70A0aRIMGtTzoLegoPX35lFHhfXnP4fTTuv+9SVJkgYig15JA97QoWHty129q1eHDacSHb3QFPRu2xbWrnT0QngZ9tKlITxesiSsid3OOwp6168PL+dONujdtClsTqX0WrkyzOeFMHP5iCNaBr2PPQYf+hD85CeZqae2Ntyzrfm80BT+bNrUdOzBB0P37+7dXb9PIugdPbp7dabKggWhe/173wtjI84+O7v1dNf48WE8zH33hZ8FcWzQOxDl5ISfJz0Neved6Q5hpMny5fCv/9qzGiVJkgYig15JA15/CHoTG7G1FfRWVoY1mY7eqqoQkDW/LoSgd9260Mm3rzVrwprs6IbGxqYwTulRXx82Nkp09EIY3/DCCyFwra2FT30qHG8+8iOdnn0Wdu5se2wDhI7j0tKWHb3f/z48/DA89VTX77NpUxhJku0xCYk5vQsXwjveAYWF2a2nJ846K4T0zz0XPj7ggOzWo//f3p3Hx1Xe9x7/PpK8Ylm25EWyZTDGxmAbbAcbCJsDmBCSXDAJyYUXWUhI04TbNG1KG1JuexvIUrjZgCw0JSEkbUp24ELaFGMcCGCbzSy2IXi3bPCixfsm67l//M7JjEaznJFmNGc0n/frNa9ndOYsj0bKwfnqN7+nNKZN61vQu3lzz7YNkgW/YWsIAAAA5IegF0DFC4PePXtKO4++SA5km5rso+J9qeiVrJp31Sqr/pw2zbaFY7r/cx8urDNpUvR5NzXZSJ/e4mppsbA3rOiVLOg9fNhWt//a16z1R0ND/wW9jz+eaGmQyfjxiaB340bpscfs+RNPRL/Ojh2l7c8bmj49UaX8wQ+Wdi599c532iJZd99tP8PwvoDKMnWq/bcgXJgvX5s2pQ96AQAA0HsEvQAq3kCp6G1qsjB30CALtlIreqMGveHHsF9/3cK/k0+2PopSItBJ176hN0Fvc7ONGzZEPwb5W7fOxtSgV5J++lPp1lulq66yAK+/gt4lS6TZsy1czqSxMdG64b77bGxutl63UcUl6HXO2lSMHm3vczk77zxp2DCr6D3xxPKuTkbvnXyy9XFfsyb/Y48csT/w5fMJEAAAAORG0Aug4g2UoDfsoytZ+4bUit6orRuamy3ECSt6w7YNUu6gd/Ro6z8a1emn20fq8wnukL/1621Mbt1wwgnWt/Yb37A/Dtxxh1RfL7W1FX8+hw5JTz+duT9vqLHRKnq7uqR777WFwN73PumZZywoimLHjtIuxJbsW9+SnnrKFrEqZ0OHJiqx6c9buRYtst/lO+/M/9iWFuvvTEUvAABAYRH0Aqh45R70dnVZRVVyIJsu6I1a0VtVZR8zX7nSAsLk89bWWmiWKejNtzpryBDpggukRx/N77hK9/TT+fU1Xr/ewtywglqyCtOwqverX7V+yQ0NVgFe7MXxnnnG2kZk6s8bCoPeJUvsY94f/7gFjAcPJvrD5hKXil7J5jFQ+tleeqmNBL2Va/x46aMftWr7fPusb9pkI0EvAABAYRH0Aqh45R70bt5si1qlBr0tLfY838XYJAt6n3jCKq6SzytZVW+hgl5JWrjQqofD+SK7ri57z265Jfox69ZJkydL1dXdt3/iE9J11yVWt29osJ95+MeBYnn8cfuDwvnnZ99v/Hj73+V3v2t/qLjiisQxUfr0dnVJO3fGJ+gdSC67zP5YMGdOqWeCUvrc56y6/tvfzu+4MOildQMAAEBhEfQCqHgjR9pYrkFv8kJsoYkT7SP4Bw9aaDdsWH4fF58+PVHVmdwSQip80HvJJTZS1RvN9u32c33hhejHrF/fvT9vaNEia4kQBsBhv9xi9+ldskSaNy/xR5ZMGhtt/M1vpGuvtZYBY8fa72SUdh9tbfZ7TNBbeNOn20J+11xT6pmglKZPly6/XPrOd+wPjlH1pqc7AAAAciPoBVDxamqk444r/6A3OZANP6K/bZsFvVHbNoTCj2MPGpToyxuaNs0+Tr93b2Lbnj1WOdyboPe006xyk6A3mrDy+eWXo692v25d9/68mfRH0Lt/v7R8ee62DVIi6JWsbUPoggus121nZ/bjw4+TE/QWx8yZdv9EZfvbv7U/qvzoR9GP2bTJFhAt937VAAAAcUPQCwCyysJyDnqbmrqHuRMn2rh1qwWw+bRtkKxKS7JV1QcN6v5aGPyuXZvYtmWLjb0Jep2zVgSLF0cPLitZ+F7v328Bbi7t7fY7kK6iN1V/BL0rVlhAe8EFufcNF1GbO9ceoQUL7A8NK1dmPz4MeuOyGBswEJ1zjnT22bawY9T+3q++av99AQAAQGER9AKAyj/oTe2jmxz09qaiN/w/4KnnlRJBb3L7hvBjuL3tt7hwofVSfeWV3h1fScKgV8oddEqJMDguFb3Ll9t41lm59508WRo8ONFDOBSGxLn69FLRCxSfc1bVu3699Otf597/8GG7d0W5BwAAACA/BL0AIOvTW45Bb1eXtGZN9qC3oyP/oHfECOkzn7EV1VNNnWpjctDbl4peiT69+WhpsfCzpiZa0Lt+vY1RKnrr621sa+v19HJavtx+h8JQOZsxY+x368/+rPv2CRPsHLn69BL0Av3jiivsf5O33iodPZp935UrbQE3gl4AAIDCI+gFAJVvRe/rr0sHDvRc+X7kSOs7HFb05tu6QZLuvFN697t7bj/uOAvaUit6q6uthURvTJwonXoqQW8UW7bYAkanniq99FLu/cOK3ihBb12d/RyLVdHrvQW9+QQ848ZZxWCqCy6Qnnwye7uP7dulqqpEgA2gOKqrpdtvt09l3H579n3zqeoHAABAfgh6AUDlG/Q++6yN8+d33+6chae9bd2Qy7RpPYPe5mb7P/u9dckl9lH8Q4f6Pr+BLAx658yJXtE7bpxVaefinIWixQp6W1qkN98sTMCzYIH9br/6auZ9duywquC+/F4CiObKK6UPflC65RZp9erM+y1fbv99Cj95AgAAgMIh6AUAlW/Qu2KFVdieckrP1yZOtFBwz57eVfRmM2eO9PTTVlX5gx9YZfGkSX0758KFFvI+9VRBpjhgtbQkgt6tW623cTbr1kXrzxtqaChe0FvISr4FC2zM1qd3xw4WYgP60113SbW10sc/nnlhtnyr+gEAABAdQS8AqHyD3meflc44I33F4sSJ1r/X+8JX9N5yi/SVr1iQ9olPWODc2/68oXe8w/rOLl5ckCkOSMeOWbjb3CzNnm3bcrVvWLcuWtuGULGD3sGDE3PvixNOsN+5bL8vO3bQnxfoT+PGWdi7fLl0xx09X9+1y+5JBL0AAADFQdALALKg9+DB3IvIxMmRI/bR/dS2DaGJExPhdaGD3pEjpS98wYLkZcukv/kb6YYb+nbO2lrp7LPp05vNW29Z2DtpUiIszda+Yf9+a6tx8snRr1HsoHfuXGnIkMKc7+qrpYcesr6g6RD0Av3v6qulyy+Xbr5ZWru2+2v05wUAACgugl4AkAW9krU5KBevvGJhb7agN1To1g0h5+z/sH/ta9K55/b9fOefL734otTZ2fdzDUQtLTZOmmS9Z5ubs1f0rllj48yZ0a9RrKC3s1N6/vnCBjyf/7z9b/fv/z7969u3E/QC/c056Xvfs0+afPnL3V9bvtwWSDzjjNLMDQAAYKAj6AUAJYLecmrfEC7EduaZ6V9vbk48L3RFb7E0N0tdXfbxXvS0ZYuN4c8214Jsq1bZmE/QW18vtbX1ZnbZvfqqdOBAYYPe+nrpppukhx+Wnnyy+2sHD0p79xL0AqUwYYL04Q9L99/f/Q9Hy5dLs2ZFWxwSAAAA+SPoBQCVb9Db0CBNnpz+9f6o6C20xkYb33qrtPOIqzDoDRe+mz3bqnYPHUq//6pV1hN36tTo12hosJD04MG+zTVVsT6y/ZnPWKj0+c9bP+pQuEgdi7EBpfHpT9u96Uc/sq+7uqyfO20bAAAAioegFwBUvkHv/Pn2Mdl0koPecqnoLVbQu2+fBQzlrqVFGjbMKlklq+g9dixRuZtq1Spp+nRb5C6qhgYbC92+YflyazeRz8JwUQwfLn3xi9Izz0gPPpjYvmOHjVT0AqVx+unW0ufuuy3kfeMNqaODoBcAAKCYCHoBQOUX9O7fbyFepv68klUyVgV3+XIJesPqy+3bC3vee+6xcOHllwt73v62ZYu1bQjD/TlzbMzUp3fVqvzaNkjFDXrPOivzHyb64rrrpFNOsQUCw/7OBL1A6d1wgy3ItngxC7EBAAD0B4JeAFD5Bb0vvmgVUtmC3poaq5Ctri6ffohh0Fvoit6tW238xjcKe97+tmVLom2DZNWxI0ak79O7b5+0aVM8gt49e6zFRLECnpoa6StfkV57TRo0yP7A8Z732Gu0bgBK5/3vl8aOlb77XQt6R4yQTj211LMCAAAYuPL4MCcADFzlFvSGC7FlC3ola99w+HBxqiiLYcQIexQ66A0Xd/vpTy0QnDChsOfvLy0t0sUXJ76uqrKPR6cLelevtjEOQe+zz1r/3GJW8i1aJN17r7R+fWJbY6N0wgnFuyaA7IYMka6/Xrr9dvsj1fz59sdHAAAAFAdBLwCo/ILeFSvsI/xhT9tMJk+W9u7tlykVTGNj4Vs3tLZaZefOndJdd0lf/Wphz98fOjulbdu6V/RK1r7h3/7NgtTkQD/s2xuHoDf8yPaZZxbunKmcsxYOAOLlz/9cuu02+4TBNdeUejYAAAADG60bAED2ce9hw8on6H322Wih2W23WRVrORk/vjgVvaedJl15pS0MtG9fYc/fH95809p1NDd33z5njrVG2LCh+/ZVq6ya7qST8rtOuNBbW1uvp9rD8uW2KNyoUYU7J4DyMHlyopUK/XkBAACKi6AXAAIjR5ZH0NvWJq1bl7ttgySdeKI0d27x51RIjY3FCXrHjJFuvNFWff/hDwt7/v7Q0mJjakXv299u42OPdd++apUtUJbvx6SHDpWGDy9sRe8rr5Tf7yGAwvnCF6TZs6ULLij1TAAAAAY2gl4ACNTVlUfQ+9xzNkYJestRsYLehgbp7LOlc86RvvlNa4VQTrZssTE16J050xZle+CB7ttXrcq/bUOooaFn0Lttm/Szn+XfCqSz0+Y+ZUrv5gKg/J1zjvUSDz8xAAAAgOIg6AWAQLkEveFCbGecUdp5FEtjo9TebovIFUJnp51vzBj7+sYbpY0bpd/8pjDn7y9h0JvausE5W4hs8WJr4SDZuGVLYYPer35VuvpqqanJFld65hnrC5zLtm32M5g8uXdzAQAAAABEQ9ALAIFyCXpfeEGaNm3g9jsdP97GHTsKc772dhvDoPfyy+39++xn7b0sFy0t0nHHpf+5L1okHTki/dd/2derV9tYyKD3lVesz+4111hl7znnSDffnPtcGzfaSNALAAAAAMVF0AsAgbq6REVknK1bJ518cqlnUTyNjTbmat/gvXTsWO7z7dplYxj0VldLv/61LcB3/vnSgw/2fq79acsWa9vgXM/XzjnHvr+wfcOqVTYWMuhdtUo67zzpX//VFoabNUt6/vnc5yLoBQAAAID+QdALAIFyqejduNEWWRuowqB3+/bs+91zj7UxyNXiITXolSykXL7cgtArr7SevVHaEJTSli092zaEqqutUvmRR6yyd9UqW1Stt78nDQ226F9oxw57H8PguLZWOukkC3xzCYPe44/v3VwAAAAAANEQ9AJAoByC3vZ2m+NAro6MWtH7xBO2z8qV2fdLF/SG11m61ILez33OqnzjrKWl50JsyRYtsor0pUst6D31VAuAe6O+3oLeri77Ol2FcFNT9KB3wgRpyJDezQUAAAAAEE0sgl7nXLVz7kXn3MPB1yc655Y759Y6537mnBscbB8SfL02eH1ySScOYECpq5P27YvWDqBUKuFj8OPG2Zgr6A370C5fnn2/MOhtaOj52vDh0s9/bhWqjz+e3zz709GjFqpmC3oXLrTv54EHLJjtbdsGyd6rrq7EHz7CoHfWrMQ+TU323h45kv1cGzcO7N9XAAAAAIiLWAS9kj4raU3S17dJ+qb3fqqkdknXB9uvl9QebP9msB8AFERdnY1x7tMbBr0DuXXDkCHS6NHZg96uLum11+x5X4Jeyape58yJ98Js27ZZa4lMrRskadgw6V3vkn7xC2nr1r4HvVKiT++rr9oicE1NiX3C57labBD0AgAAAED/KHnQ65xrlvQeSfcEXztJF0n6ZbDLfZIWBc+vCL5W8PrFwf4A0Gdh0Bvn9g0bNtg40IOzxsbsAeLmzdKBAxbS5gp6W1ut0nX48Mz7nHGGtYCIazV3S4uN2Sp6JWvfEAbbhQx6wwrh5P/ihkFvtvYNnZ3WW3ig/74CAAAAQByUPOiV9C1Jfycp6ASoBkkd3vvO4OsWSROD5xMlbZGk4PXdwf7dOOc+6Zx7zjn33M6dO4s4dQADSTkEvRs3SiNHWsXrQNbYmL2iN2zbcNll0rp1iXAznV27evbnTfW2t0kHD0qvv57/XPvDli025gp63/OeRF/eQgW93qdvBREl6N22zcJegl4AAAAAKL6SBr3OufdK2uG9f76Q5/Xef997P897P2/s2LGFPDWAAawcgt4NGyw0G+ifZRg/PnvQuyZo9vOxj9m4YkXmfaMGvVJ82zeEQW+21g2SLaK2YIFVL/clXE0Oet96yxYB7E3QWwk9pQEAAAAgLkpd0XuupMudcxsl3S9r2XCHpFHOuZpgn2ZJW4PnWyVNkqTg9TpJrf05YQADVzkEvZXS7zRKRe+4cdI73ylVVWVv37BrV+b+vKHp063HbZyD3traxO9oNl//unTfffa+9Fb4frW1JRZiSw16x42zPzgQ9AIAAABAPJQ06PXef8F73+y9nyzpaklLvPfXSnpc0lXBbh+V9GDw/KHgawWvL/He+36cMoABLO5Br/cWnA3khdhCjY3Svn3S/v3pX1+9WpoxQxoxwgLIXEFvroremhpp9ux4Br2bN0s/+Yk0f360/efMka66KuduWY0aZSFua2vmoLemxsLeKEHv8cf3bT4AAAAAgNxKXdGbyeclfc45t1bWg/cHwfYfSGoItn9O0k0lmh+AASjuQW9rq4WflVAd2dhoY7oF2by31g0zZtjXZ51lrRsy/dmvtTV30CtZ+4YXX5S6unLv2186O6Vrr7XxX/6l/65bVWV9oMOgt77e2mmkamqyPryZbNwoTZggDRlStKkCAAAAAAKxCXq990u99+8Nnq/33p/pvZ/qvf+A9/5wsP1Q8PXU4PX1pZ01gIFk5Egb4xr0VtLH4MNQMV37hjfftJ/Rqafa12edZT1k33ij575Hj0odHdGD3j17pPUx+i/Ll74k/eEP0ve+J02d2r/XbmhIBL0zZ6bvC93UlLuitxJ+XwEAAAAgDmIT9AJAqQ0dKg0eHN+gd8MGGyuldYOUvqJ39Wobkyt6pfTtG9rabIwa9Erxad/wxBPSrbdKH/6w9KEP9f/1k4PeWbPS7zNhAkEvAAAAAMQFQS8AJKmri2/QW0kVvWHQm66iNzXoDXv1pgt6d+2yMddibJJVrQ4aFI+gt73dWjZMmSJ95zulmUNDg/TKK/a/h9T+vKGmJgvjjx3r+Vpnpy0iVwm/rwAAAAAQBzWlngAAxEldnX18P442brS+qWEv4YFs7FjrE5su6F2zxhYLC9s7VFdL8+ZlD3qjVPQOHiyddlo8gt5f/UpqabG2DbW1pZlDQ0Oiojpb0NvVJe3cmQjnQ9u2WdhL0AsAAAAA/YOKXgBIEueK3g0bKic0q662cDZTRe+MGd17xp51lrRypXTwYPd98wl6JWvf8MILmRd26y/Lllmof845pZtDchV0tqBXSt++oZIq0AEAAAAgDgh6ASBJnIPeSut32tiYuUdv2LYhdNZZVj364ovdt7e22phP0Nvaai0HSmnZMunss9MvgNZfwqB37Fh7pEPQCwAAAADxQdALAEniGvR6b8FZJSzEFmps7FnRu3OnVemeemr37ZkWZMunR68UjwXZ9uyxMPvss0s3B0mqr7cxUzWvFC3oPf74gk4LAAAAAJABQS8AJIlr0Ltjh7UlqKTqyPHjewa9a9bYmFrRO2GC1NwsrVjRffuuXdJxx0lDh0a75umnW9uIUga9zz5rwX6pg94wHM8W9IZ9eTMFvRMmSEOGFHxqAAAAAIA0CHoBIElcg95K/Bh82LohuV/u6tU2pga9knTGGdanN9muXdHbNkjSsGFWLdwfQe/vfy/df3/P7cuW2XjmmcWfQzZRgt4hQ6zyN1PQW0m/rwAAAABQagS9AJCkrk7au1fq6ir1TLrbsMHGSmvdcOiQtTIIrVljFbqTJvXc//TTpT/+sfuCbPkGvZK1b3j++d7NOR9f/7p0/fXS/v3dty9bZmHzqFHFn0M2s2dL550nXXpp9v2amgh6AQAAACAOCHoBIEldnVWQ7t1b6pl0V6kVvVL39g2rV1sImm6RstmzLaB/9dXEttbW/IPeuXPtmjt25D/nfHR0SAcOSL/9bWKb94mF2EptzBjpySelKVOy75cu6O3stAXtKun3FQAAAABKjaAXAJLU1dkYt/YNGzZY8DZiRKln0n/Gj7cxNehN17ZBsqBXkl56KbGtNxW906bZuG5dfsflK/wd+/nPE9vWr7c5h4vLlYN0Qe+2bRb2EvQCAAAAQP8h6AWAJHENeivxY/BhRe/27Tbu2mUBYqagd8oUC8JffjmxrTdBb1jBun59fsflq6PDxkceSbRvCPvzxqGiN6ow6E3upVyJFegAAAAAUGoEvQCQhKA3PpJbN7z0knTuuVJVlbRgQfr9q6qk005LVPQeOWL9fcNFxaIK3+f+CHrnzLGewo88YtuWLbMexNkWQIubpiZ7r9vbE9sIegEAAACg/xH0AkCSOAa9XV0WnFXSQmySNHq0NGiQ9OMfWyuDvXulxx7LXu16+ukW9Hpv/Xml/Ct6hw2TJk4sbtDb1WXfz3vfa4F22L5h2TJp/nyppqZ41y60piYbt21LbHvtNQvejz++NHMCAAAAgEpE0AsASeIY9L71llVMVlp1ZFWVNG6c9Pzz0jveIa1caWM2s2fbz27zZmvbIOUf9ErWvqGYQe+ePRZG19dLV11lFb07d9r3WE5tG6RE0Jvcp/fhh60Ce8iQ0swJAAAAACoRQS8AJAkXO9u3r7DnPXRIetvbpP/+7/yP3bDBxkoLeiXp5pulO+6QfvtbC31zSV6QrbcVvVLxg96wP++oUdIHP2i/H7fcYguYlXvQu26d9Mor0pVXlm5OAAAAAFCJCHoBIEltrY179xb2vNu2SS++KH3nO/kfu2mTjZUY9H7609Jf/qVV90Zx2mk2vvxy3yt6t261ALYYworxUaOs8rWpSbr7btt21lnFuWaxpAa9Dz5o4xVXlGY+AAAAAFCpCHoBIElY0VvooDdcqOp3v7OP7edjxw4bx48v7JwGotpa6aSTrKI3DHrzXYxNsqDX+0TIXmhhRW9dnYXYH/iAVfNOnpxYhK5cjBhhjzDo/c1vrFfylCmlnRcAAAAAVBqCXgBIUlUlHXdc4YPetjYbDx+2/qX5aG2VnLPqT+QWLsjW16BXKl77huTWDZK1b5DKr21DaMIEC3p37JCeeoq2DQAAAABQCgS9AJCitrZ4Fb01NdIvf5nfsa2t0ujRUnV1Yec0UM2eLa1da9W4tbW9WxCs2EFvcusGSXr726VrrpGuu6441yu2piYLeh96yCqhFy0q9YwAAAAAoPLUlHoCABA3xQh6w4reK66QHnnEFnsL20REObY3VamVavZsCxuXLu1df17J2mQMG1b8it66OhurqqSf/rQ41+oPTU3Sc89JDzxg7SfCRfEAAAAAAP2Hil4ASFHMit5PftIW+HrkkejHtrYS9OYjDBnXru190OucVfX2V9Bb7pqapJYWafFiq+Z1rtQzAgAAAIDKQ9ALACmKVdE7bJh08cVWLZpP+waC3vxMnmw/Q6lv71sxg97du62iu2aAfK6mqcn+gHH4MP15AQAAAKBUCHoBIEWxKnrDPrvvf7/0299K+/dHO5agNz/O2YJsUu8reiULetetszYQhdbRMXCqeSULeiV7v889t7RzAQAAAIBKRdALAClGjLAeuoXU1ibV19vzq66SDhyQ/vM/ox1L0Ju/sH1DX4Pe/fulnTsLM6dkHR2JhdgGgjDovfxyFg0EAAAAgFIh6AWAFMWs6JWk88+Xxo6N1r7h8GELGwl681OooFcqTvuG3bsHVtA7Y4ZVKH/kI6WeCQAAAABULoJeAEhRrB69YdBbUyO9733Sww9bX9NsWlttDKuBEU0Y9Pa1R69UnKB3ILZuaG+XFiwo9UwAAAAAoHIR9AJAitpaq6Lt6ircOdvbu4e1l1xi11i1KvtxYdBLRW9+5s2TvvjFvi0MNnmyjcUKegdSRa9kvZEBAAAAAKVD0AsAKWprbSxkn97kil5JmjnTRoLe4qiulv7xH6Xx43t/juHDrVKV1g0AAAAAgHJA0AsAKcKgt1DtG44eterd5IreqVOlQYOk1auzH0vQW1pTphQ+6PV+4LVuAAAAAACUHkEvAKQodNDb3m5jckVvTY00fToVvXFXjKD3wAGps5OKXgAAAABAYRH0AkCKQge9bW02pi6oNnNm7qA3PJagtzSmTJFaWqTDhwt3zt27bSToBQAAAAAUEkEvAKToj4peyYLeDRusrUMmra3S0KHWLxb9b8oUa7WwaVPhztnRYSOtGwAAAAAAhUTQCwApRoywsVCLsWWr6JWkNWsyH9vaSjVvKU2ZYmMh2zeEQS8VvQAAAACAQiLoBYAUva3o7eyUtmzpuT1bRa+UvX0DQW9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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#Train and Test Split Visual Representation\n", + "\n", + "train_data = df[0:int(len(df)*0.7)] #70% of initial data\n", + "test_data = df[int(len(df)*0.7):] #30% of data \n", + "\n", + "#Train and Test Split Visual Representation\n", + "\n", + "plt.figure(figsize=(24,14)) #Plot figures\n", + "plt.title('AXISBANK Stock Price Data for 16 months', fontsize=50) #Title\n", + "plt.xlabel('Dates', fontsize=20) #Dates\n", + "plt.ylabel('Prices (in Indian Rupees)', fontsize=20)\n", + "plt.plot(df['Open'], label='Training Data', color='blue')\n", + "plt.plot(test_data['Open'], label='Testing Data', color='green')\n", + "plt.xticks(np.arange(0,332, 100), df['Date'][0:332:100])\n", + "plt.legend(fontsize=20)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "349391e8", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:52.160748Z", + "iopub.status.busy": "2021-10-11T10:08:52.159665Z", + "iopub.status.idle": "2021-10-11T10:08:52.162247Z", + "shell.execute_reply": "2021-10-11T10:08:52.161703Z", + "shell.execute_reply.started": "2021-10-11T09:31:23.202609Z" + }, + "papermill": { + "duration": 0.031903, + "end_time": "2021-10-11T10:08:52.162395", + "exception": false, + "start_time": "2021-10-11T10:08:52.130492", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# Function for systematic mean absolute percentage error\n", + "# Code from: https://machinelearningmastery.com/arima-for-time-series-forecasting-with-python/\n", + "def smap_error(y_true, y_pred):\n", + " return np.mean((np.abs(y_pred - y_true) * 200/ (np.abs(y_pred) + np.abs(y_true))))" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "1d900e7c", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:52.215456Z", + "iopub.status.busy": "2021-10-11T10:08:52.214758Z", + "iopub.status.idle": "2021-10-11T10:08:52.216652Z", + "shell.execute_reply": "2021-10-11T10:08:52.217091Z", + "shell.execute_reply.started": "2021-10-11T09:36:13.469399Z" + }, + "papermill": { + "duration": 0.032435, + "end_time": "2021-10-11T10:08:52.217263", + "exception": false, + "start_time": "2021-10-11T10:08:52.184828", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# Function to evaluate an ARIMA model for a given order (p,d,q)\n", + "def ARmodel_eval(X, ar_order):\n", + " # prepare training dataset\n", + " train_size = int(len(X) * 0.70)\n", + " train, test = X[0:train_size], X[train_size:]\n", + " history = [x for x in train]\n", + " # make predictions\n", + " predictions = list()\n", + " for t in range(len(test)):\n", + " model = ARIMA(history, order=ar_order)\n", + " result = model.fit()\n", + " yhat = result.forecast()[0] #Forecast of price \n", + " predictions.append(yhat) #Apprend the yhat into predictions list\n", + " history.append(test[t])\n", + " # calculate out of sample error\n", + " error = mean_squared_error(test, predictions)\n", + " return error" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "0f07d7cf", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:52.309992Z", + "iopub.status.busy": "2021-10-11T10:08:52.308621Z", + "iopub.status.idle": "2021-10-11T10:11:58.921347Z", + "shell.execute_reply": "2021-10-11T10:11:58.921874Z", + "shell.execute_reply.started": "2021-10-11T09:38:24.109215Z" + }, + "papermill": { + "duration": 186.638518, + "end_time": "2021-10-11T10:11:58.922064", + "exception": false, + "start_time": "2021-10-11T10:08:52.283546", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "from statsmodels.tsa.arima_model import ARIMA\n", + "\n", + "trainAR = train_data['Open'].values #Train values\n", + "testAR = test_data['Open'].values #Test values\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "e60f5c25", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "import statsmodels.api as sm\n", + "\n", + "## source code for below: https://machinelearningmastery.com/arima-for-time-series-forecasting-with-python/ \n", + "history = [x for x in trainAR]\n", + "print(type(history))\n", + "## source code for above: https://machinelearningmastery.com/arima-for-time-series-forecasting-with-python/\n", + "predictions = list()\n", + "for t in range(len(testAR)):\n", + " # source: https://stackoverflow.com/questions/67601211/futurewarning-statsmodels-tsa-arima-model-arma-and-statsmodels-tsa-arima-model\n", + " model = sm.tsa.arima.ARIMA(history, order=(5,0,1)) #(p,d,q) \n", + " results = model.fit()\n", + " output = results.forecast()\n", + " yhat = output[0] #Prediction of price \n", + " predictions.append(yhat) #Append the yhat into predictions list\n", + " obs = testAR[t] #test ARIMA\n", + " history.append(obs) " + ] + }, + { + "cell_type": "markdown", + "id": "41ab0b5f", + "metadata": {}, + "source": [ + "### MEARN SQUARE ERROR AND SYSMMETRIC MEAN ABSOLUTE PERCENTAGE ERROR:" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "449ab823", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Testing Mean Squared Error: 298.344\n", + "Symmetric mean absolute percentage error: 1.817\n" + ] + } + ], + "source": [ + "MSE_error = mean_squared_error(testAR, predictions) #MSE of predictions\n", + "print('Testing Mean Squared Error: %.3f' % MSE_error)\n", + "SAMPE_error = smap_error(testAR, predictions) #SMAPE of predictions\n", + "print('Symmetric mean absolute percentage error: %.3f' % SAMPE_error)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "4b532a42", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:11:58.972507Z", + "iopub.status.busy": "2021-10-11T10:11:58.971572Z", + "iopub.status.idle": "2021-10-11T10:11:59.295353Z", + "shell.execute_reply": "2021-10-11T10:11:59.294861Z", + "shell.execute_reply.started": "2021-10-11T09:41:32.974126Z" + }, + "papermill": { + "duration": 0.350181, + "end_time": "2021-10-11T10:11:59.295509", + "exception": false, + "start_time": "2021-10-11T10:11:58.945328", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Prices - Indian Rupees (INR)')" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot to show the final prediction\n", + "plt.figure(figsize=(50,24))\n", + "plt.plot(df['Open'], 'green', color='black', label='Training Data')\n", + "\n", + "plt.plot(test_data.index, predictions, color='green', marker='o', linestyle='dashed', label='Predicted Price')\n", + "plt.plot(test_data.index, test_data['Open'], color='red', label='Actual Price')\n", + "plt.legend(fontsize=30)\n", + "\n", + "plt.xticks(np.arange(0,332,100), df['Date'][0:332:100])\n", + "\n", + "plt.title('Prices Prediction ', fontsize=50)\n", + "plt.xlabel('Dates', fontsize=30)\n", + "plt.ylabel('Prices - Indian Rupees (INR)', fontsize=30)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "54233629", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:11:59.348589Z", + "iopub.status.busy": "2021-10-11T10:11:59.347663Z", + "iopub.status.idle": "2021-10-11T10:11:59.590198Z", + "shell.execute_reply": "2021-10-11T10:11:59.590687Z", + "shell.execute_reply.started": "2021-10-11T09:50:26.602394Z" + }, + "papermill": { + "duration": 0.270684, + "end_time": "2021-10-11T10:11:59.590870", + "exception": false, + "start_time": "2021-10-11T10:11:59.320186", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Prices - in Indian Rupees (INR)')" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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R2cC5C1BSSkSkRVFSSkREWroSnKVNu3GaEf8AfAF8Zq2tbMR9dzY+tIB0cXNsWQjnc7c7XkOrfzzp6O6gtfYtY8ybwNl1Tg0A/gL8xRizCViI8wvuIuCHhlRuNIEynF+MC3Cqir7Hif+DBiZHXRryfnT3GnfB/Xutody+xrhfvri6EfOsIjxJqbrfm3JgZRjmbUruEouN+Zrd7QzpKXnpibcNGryp+zMW3cD7iIhImCgpJSIiLcHn1tpRYZ6zMMzzueuJlR/C+TwlE4Ipzsu5yTi7z13s4Xx3YFLVA2CvMeZjnJ3s3mrIbn1BlG2tzQjznA15P4bjNa677Msl2c2xgkbM05hrA1H357CghSwpbYz2bo7tbsT93P275a3nnzuNSeCKiEgLot33RERE3At3VU6im2OB7rQWCHe/iIaNtbbIWjsZOA2nf5evX/zb4ezo9wqwzhhzrQnyWsNmriHvx6Z8jevusAjQmN3rwrXzXd2fw1D+DDYX4Xit3M0hIiKiSikREZFmwl0lTLsQzueuaXactXZ/COesx1r7EfCRMSYdGI/TmPsE4FAvl6UC/wbGGWPOt9aWhj7SFsnda/yotfbOMMy9x82xtjS8ArGt7yFBUTe+UP4MNheeXquGcnetuzlERERUKSUiItJMuNuZKpSVLrlujgW6xCZorLXZ1tp/WWsvtNamAunAJThbzG/2cNkEnAbp4l5Tvsa73RxrTNPpcDWsrvtzmHQQVOS5W26X3Ij7ubu2oT2iRESklVNSSkREpHnY7ubY4BDOt8PNsfQQzhcQa+1Ga+0ca+211truwGjgIzdDrzLGDAhzeC1FU77G7hqz92vE/Q5rxLWBqPtzGAUcHqa5m0qOm2P9G3E/d98vdwlSERERJaVERESaA2ttFvWTCMeHcMpv3Bw7KYTzNYq1doG19jScyqmaDE6vKalvLfUrVI43xkSGYe4f3Bw7qiE3MsZ0JTw77wF87ebYCWGau6n86ObY0Y2437A6n1sPc4iIiCgpJSIi0ox8XufzQ40xY0I018dujp0bormC6S6gos6xUFaUtVjW2kpgfp3D7YBTwzD9EqBuf7KGJg/Pa1woAVng5tilIZ6zXhP7MCUOXX6k/mt1dkNiMMZ0AU6sc3i1tVbL90RExC0lpURERJqPN9wc+10oJrLW/gJk1jl8jDHm5FDMFyzW2jzqLzcKV7+hlugtN8f+EOpJq5rPf1rn8HBjzKBA7lPVz+mqoAXmg7V2JbC6zuERxpjjQjituybgYWuwbq0tAz6rc7grcHYDbjeF+hspuVt2KyIiAigpJSIi0py8BmTVOXaaMeaaEM033c2x/xhjmqzhuS/GmDbUbwDvrieOOF7BWcZX04nGmFvDMPe/3Rz7e4D3uAo4IgixBOJRN8dmG2NCtQOgu0bjPUM0lyfuNgz4izEm3t8bVO2gWXdnRwv8szGBiYhI66aklIiISDNhra3AfaLoH8aYiYHezxiT6CPB9CKwqs6xHsB7xphDA52vxpx3GGMu8XC+tzHmT8aYTg25P3AtEFvn2M8NvFerZ60tB+5xc+oxY8y1Db2vMeZ4Y8xcH8Peo35CbJQx5mE/5zgOeKIB4TXWi9RPDvcF3jXGJAd6M2NMho8hy9wcOzPQeRrpPer/W5ABzDXG1K18qscY0x6nKq9uEutta23dikwREZFqSkqJiIg0I9baZ4H/1TkcC7xkjHnKGJPq6x7GmIHGmEeAjXjpt1SVBLuA+suHhgM/GWNuqKpM8jVflDFmrDFmZtWcj+Is/3GnHXA/sNEY86Ix5hxjTJwfc8QYY24H/lznVAXwsq/rD2bW2rnArDqHo4B/G2P+Z4zxqyeXMaabMeYWY8xi4CvgLB/zVuAs57J1Tt1pjHm2KpHhbh5jjLka+ABwVScV+xNjMFQtZ5sIlNQ5NRL43hhzQdWyQo+MMW2NMRONMV9Q/3tf13KgsM6xPxhjrvDnZyMYrLUWpyqtbr+2XwEfGWN6e7rWGDMcWAgMqXNqN3BTEMMUEZFWyOdfPkRERCTsfo2zJXvNrdUNzi/4VxpjFuH0gNmKs/SnLZCCk4A6Fqeqwy/W2uXGmMnA69T+/4LOOEt6phtjPsfZrW8nUFA1XzKQhrOj2hFAYoBfYxtgctWj2BizBPgJp8/VbpxEWSxOcmsIcHpVTHU9Yq3dFODcB6PrgN7Ub0J9LnCuMeZnnEb7mUAeUInzGncEBuK8zn1w3od+s9Z+Zoz5J/WTE1cC5xtj5nHgvZWA8949F+hVY+wSYAXOeyUsrLXfG2N+g7PbY82vuRfwKrDZGPMhTpVTLk6z8mScSsMjcXbsc1UN1d3AoO5cZcaYF4Ebahxui5PM+o8xZhPOz0NlnUvvttbOC/yr8xjHImPMfThJ45pGA78YY+bj9AnbAkQC3XEquo6n/vvCAtdaazcGKz4REWmdlJQSERFpZqy1hcaYETg9puruvheNU7ExMojzvV21y98r1K9wSsaplvhVsOZzIw44ruoRiFeA+4IfTutjrS01xpyKk2j8tZshQ6hf6RIsU4EO1E8qJXAgMenJDpxd++4NRWDeWGv/Y4zZg5Mcqlux1I3gNmB/ACcZV/fnLxJnGZ07Qe/9Zq19oKoKrO7PVTROYvh0P25TBlxprX012PGJiEjro+V7IiIizZC1Nh/nF8B7cb87lz/2U39ZkKf5vsCp8HiR+kt4AmFxqri+9HC+iIZ/PS57cXaQm1S11Er8YK3db629CriE+j2TArUTeNLPeSuBy3GWdZYHMMcvwAnW2g0BRxck1tpXgBE4y9Maaocf82wHTgZ+aMQ8QWGtvR+YhFOJGahfgFOstXOCG5WIiLRWSkqJiIg0U9bacmvtfThLgh4AllK/P09dpcAC4FYg1Vr7YwDzbbPWXoqzTOsJYKWfl+4B3sGpiOlhrT3ZWvuNhznW4Cw1PBV4HGfpVqmf86zEadrdx1r7SFUfHAlQVcKgL06F0vv4nyT8BWf3vDNx3lt3BDBnhbX2TuBonKWi+70MzwZ+BxxhrV3n7xyhYq390Vp7Ik6S+A2cJay+bAKeBkZaa/3apMBauxIYhlMF+QROcnczTmK5MYnigFlrX8ZZ7nkHzrJabz9r5ThJu6uBwdZar8sVRUREajL6/zkREZGWwxjTFaeiqTNOcicGp3IoF1gNrLTWFgVxvi5V86Xg9BdqB+zD+UV5C86OXdmNSRAZY2JxfgHuBRyKs6wrFqeqqgDYAPxsrc1t8BciHlXtrnYEkI7zGnfA6V+0B6dnWSawylq7N4hzJuD0XeqG814uw6nMWWKtXRGseULBGBOJ02MrA+fnoj1OU/Q9OO/Vla2tl1LVvwPDcF6rTjhJshxgO7DYWutPok5ERKQeJaVERERERERERCTstHxPRERERERERETCTkkpEREREREREREJOyWlREREREREREQk7JSUEhERERERERGRsFNSSkREREREREREwk5JKRERERERERERCTslpUREREREREREJOyimjqA5iIlJcVmZGQ0dRgiIiIiIiIiIq3GDz/8kGut7eTunJJSVTIyMvj++++bOgwRERERERERkVbDGJPt6ZyW74mIiIiIiIiISNgpKSUiIiIiIiIiImGnpJSIiIiIiIiIiISdklIiIiIiIiIiIhJ2SkqJiIiIiIiIiEjYKSklIiIiIiIiIiJhp6SUiIiIiIiIiIiEnZJSIiIiIiIiIiISdkpKiYiIiIiIiIhI2CkpJSIiIiIiIiIiYaeklIiIiIiIiIiIhJ2SUiIiIiIiIiIiEnZKSomIiIiIiIiISNhFNXUAIiIiIiIiTamiooLCwkL27NlDcXExlZWVTR2SiEiTiYiIIC4ujoSEBBITE4mMjAzZXEpKiYiIiIjIQau0tJTs7Gzi4+NJTk4mNTWViIgIjDFNHZqISNhZa6msrGTfvn3s2bOH3Nxc0tPTiYmJCcl8SkqJiIiIiMhBqaKiguzsbFJSUmjfvn1ThyMi0uSMMURGRpKYmEhiYiL5+flkZ2fTs2fPkFRMqaeUiIiIiIgclAoLC4mPj1dCSkTEg/bt2xMfH09hYWFI7q+klIiIiIiIHJT27NlDQkJCU4chItKsJSQksGfPnpDcW0kpERERERE5KBUXF9O2bdumDkNEpFlr27YtxcXFIbm3klIiIiIiInJQqqysJCJCvxKJiHgTERERsl1J9S+wiIiIiIgctLTLnoiId6H8d1JJKRERERERERERCTslpUREREREREREJOyUlBIRERERERERkbBTUkpERERERERERMJOSSkRERERERGRMJg9ezbGGIwxzJ492+0Y1/lRo0aFNbbmpqV/H1p6/OHSYpJSxphbjTErjDHLjTEvGWPaGGN6GGO+McasNca8YoyJqRobW/X52qrzGU0cvoiIiIiIiHjg+gXe3SMhIYHevXtz4YUX8vLLL1NWVtbU4bZou3fv5t577+Xee+/lzTffbOpwQk7vreatRSSljDGpwM3A0dbagUAkcBHwKPBXa21vIB+4quqSq4D8quN/rRonIiIiIiIiLczevXtZt24dr732GpMmTeKoo45izZo1TR1Wi7V7927uu+8+7rvvvoMiKeWN3ltNL6qpAwhAFBBnjCkD4oFtwMnAxVXnnwPuBWYAv6r6GOC/wD+NMcZaa8MZsIiIiIiIiATmjTfeqPV5fn4+ixYtYs6cORQXF7Ns2TJOOeUUfvrpJzp06NBEUYaOfm0NnXC+t/Q6+qdFJKWstVuMMX8BNgLFwEfAD8Bua2151bDNQGrVx6nApqpry40xBUBHILfmfY0xU4ApAGlpaaH+MkRERERERMSHs88+u96xK6+8kqlTpzJq1Chyc3PZuHEjjz76KI8+qkUx4j+9t5qflrJ8rz1O9VMP4FCgLXB6Y+9rrZ1prT3aWnt0p06dGns7ERERERERCZEBAwbw0EMPVX/+3//+twmjkdZE762m0yKSUsBYYL21NsdaWwa8DpwAJBtjXNVe3YAtVR9vAboDVJ1PAvLCG7KIiIhIM/TRR1Be7nuciEgzNG7cuOqPs7KyKCoqqv78iiuuqG5gvWHDBgBef/11zjrrLNLS0oiJicEY4/a+X3/9Nddffz2HH344ycnJtGnThrS0NCZOnMi7777rd3zvvPMOEyZMoGvXrrRp04aMjAwmT57M119/7fc9Atm1bc2aNdxxxx0MGzaMTp06ER0dTVJSEkceeSQ33ngj8+fPr15GtmHDBowx9OjRo/r65557zm0DcNf3r67c3FymT5/OiSeeSNeuXYmJiaFTp06ceOKJPPbYY+zdu9evrzE7O5ubbrqJ3r17ExcXR+fOnTnxxBN56qmnKG+i/0YF+70VqtfRndLSUp555hnOOussunfvTps2bUhOTmbw4MHcdtttHl/PZsFa2+wfwHBgBU4vKYPTP+om4DXgoqox/wZuqPr4RuDfVR9fBLzqa46jjjrKioiIiLRqy5ZZC9a+9lpTRyLSLPzyyy9NHYJUAaof3pSWltYau2XLlupzl19+efXxVatW2XPOOafWWHf337t3r504caLbcTUf48aNs4WFhR7jKi8vrzV/3UdERIR99NFH7axZs6qPzZo1y+v3YuTIkR7nKysrs1OnTrWRkZE+Y1+wYIG11tr169f7HOt6rF+/vt6cs2bNsgkJCV6v69Kli120aJHnF9Ba+8Ybb9i2bdt6vMeIESNsfn6+X98HfzTVeytUr2Nd3333ne3Ro4fXa2NiYuy///1v/79pbjTm30vge+shF9NSekp9Y4z5L/AjUA78BMwE3gVeNsY8WHXsmapLngFeMMasBXbhJKZEREREDm5bqorKfewsNGfZHKbNn8bGgo2kJaUxfcx0Jg+aHIYARUS8y8nJqfV5YmKi23G33nor77//Pr169eLSSy+lX79+FBUV8fnnn1ePKSkpYezYsSxevBiAXr16MXHiRPr37090dDRr167l+eefZ82aNbz77rucffbZfPzxx0RE1F9wdPPNN/Pcc88BEBMTw+WXX86IESOIiIjg22+/5ZlnnuH3v/+9255GgbLWct555zFv3jwAIiMjOfvssxk9ejSdO3emqKiIlStX8uGHH7JkyZLqCpvOnTvzxhtvsHPnTq699loARo8ezc0331xvjs6dO9f6/G9/+xtTp04FID4+nvPPP5/jjz+ejh07kpubywcffMC8efPYsWMHY8eO5bvvvuPwww+vd9+vvvqKCy+8kLKyMgBOOOEEJk6cSOfOndmwYQPPPfccCxcu5Ne//nWjv0+BCuZ7yx8NfR1r+vrrrxk7dixFRUUYYzjttNM49dRTSU1Npbi4mK+//poXXniBoqIirrvuOmJjY7niiisCijPkPGWrDraHKqVERESk1XvhBadS6pprPA55cemLNn56vOVeqh/x0+Pti0tfDGOgIuHR3CulXlz6ok3/a7o19xqb/tf0Vv1ziJ/VLDNnzqwel5GRUetc3UqlCy64wJaUlHi819SpU6vH/u53v7NlZWX1xpSWltrLLrusetyMGTPqjfniiy+qzycnJ9vvv/++3phVq1bZrl271oqvoZVSjz76aPWYtLQ0u3TpUo9f4/fff283bNhQ61jNiqnLL7/c47Uu3333nY2KirKAHTp0qM3OznY77u2337bR0dEWsMOHD693vry83Pbr16967j/96U/1xpSUlNgLL7yw1vcpXJVSwXxv1Zw3VK9jYWGh7d69e/X7zlMlVWZmpk1LS7OAbdu2rc3JyfEatyehqpRqKT2lRERERKSxXH8FXr/e45Bp86dRVFZU61hRWRHT5k8LZWQiUsecZXOY8vYUsguysViyC7KZ8vYU5iyb09ShNZlVq1YxbdqBf4vOP/98j2O7devGrFmziImJcXt+27ZtPPnkkwCce+65PPbYY0RF1V9IFB0dzX/+8x969uwJwOOPP15vzP/93/9Vf/zEE09w1FFH1RvTr18//vOf/3iM11979+6t3hUuJiaGd955h0GDBnkcf9RRR5Gent6oOe+//37Ky8tJSEjgnXfe8bhz/fjx47nzzjsB+Oabb1i0aFGt82+//TarV68GYNSoUdx///317hETE8OsWbM8zhEqwXxv+SMYr+PTTz/Npk2bAHj++ecZOXKk22t79+7NrFmzANi3bx8zZ85scNyh0CKW74mIiIhIEPiRlNpYsDGg4yIHk1GzR9U7duGAC7lh2A0UlRVx5pwz652/YugVXDH0CnKLcjn/1fq/6F5/9PVMHDiRTQWbuPSNS6uPL968mJKKklpji8qKuOqtq3j6h6erj/3xpD8ytudYlmxfwtQPpta7/0NjHuL47sezaNMi7pp/V73zT5z+BEO7DuWTrE948IsHa51bcMWCeuPD4c0336z1+e7du1m0aBFz5sypbj596KGHcscdd3i8x69//Wvatm3r8fyrr75KaWkpALfffrvXeKKjo5k4cSIPP/wwmZmZbNiwgYyMDMBZAvj+++8D0KVLFy655BKP9xk3bhz9+/dn5cqVXufz5v3332fXrl0AXHzxxV4TGcGQn59f3eh90qRJpKameh1/ySWX8MADDwDw0Ucfcfzxx1efe+ONN6o/vu222zzeIz4+nhtvvJHf//73jQndrXC8t/wRjNfxhRdeAKBv375MmDDB69iTTz6ZQw89lK1bt/LRRx9x1131/y1oKkpKiYiIiBwsXEmpjRuhogIiI+sNSUtKI7sg2+1xEQmfugkpX8dbk3POOcfr+f79+/Paa6/RqVMnj2NOPPFEr/f48ssvqz/evHlzvWRFXfn5+dUfr1y5sjop9fPPP1cnt0aOHEmkm39XaxozZkyjklILFy6s/viss85q8H389dVXX1FZWQk4PY98fZ9cvaKAel/nd999B0BERASjR4/2ep8xY8Y0IFrfwvHe8kdjX8eCggKWLl0KOMlQX68LQLt27YD6r0tTU1JKRERE5GDhSkqVlTlNz90sj5g+ZjrXzLuG4vLi6mPx0fFMHzM9XFGKNFveKofio+O9nk+JT/F6vntS91rnM57IcJsgTk9Kd3ufoV2Her3/8d2P93p+bM+xjO051uP5ptS2bVs6d+7MEUccwTnnnMMFF1xAbGys12t8VfRs2LCh+uMLL7wwoHhqJqi2bt1a/XHv3r19XuvPGG82b95c/XH//v0bdS9/1Pw+zZgxgxkzZvh9bc3vExz4XnXt2tVnpVFjv0/+CsV7yx+NfR03bdpUnSz88ssvayVZfan7ujQ1JaVEREREDhY5ORAVBeXlsGGD26TU5EGTWZ27mge+cJZfdI7vzOOnP67d90TCbPqY6Ux5e0qtHm8HS4LYutllLFBxcXFezxcUFDT43q7KKHB6A7nEx8f7vLaxy74KCwurP3ZVvoRSsL5PcOB7FY7vkyfheG/5o7GvY2Nel5rVbM2BGp2LiIiIHCxycmDwYOdjL32ljjzkSAAuGngRi65apISUSBOYPGgyMyfMJD0pHYMhPSmdmRNm6ucxSFyJAGMMFRUVAe3cfsUVV9S7D1Ddk8ibffv2NSruxMTE6o9rJsRCpebX9+yzzwb0fVqwYIHbe4Xj+9TcNfZ1rPm6XHbZZQG9LsFIzAWTklIiIiIiB4ucHDjqKDDGa1IqtygXgMfGPkavDr3CFZ2I1DF50GQ2TN1A5T2VbJi6QQmpIHItwbLWsmXLlgbf59BDD63+eO3atT7H+zPGm27dulV/HI7eQDWXqtVcctYQru/V9u3bfSadGvt9au4a+zoG83VpakpKiYiIiBwMyspg927o1g0OPdSvpFSlreTLbP/7VIiItBQjR46s/vijjz5q8H2GDBlCTEwMAJ9//jkVFRVex8+fP7/Bc0HtJtvz5s1r0D0iIg6kAXxVzZx00kkYY4DGfZ8AjjnmGAAqKyvrVVHV1djvU3PX2NcxJSWFww8/HIDFixfXWg7Y0igpJSIiInIwyHUSTXTqBD16OD2lPA0tyiUuKo6nfniKk58/mdKKUo9jRURaoosuuqg6mfToo482eLlYbGwsZ555JgA7duxg7ty5Hse+//77ja5uOuOMM+jQoQMAc+fOZdmyZQHfo+bSL19fd+fOnTn99NMBZ8e4xiSmau5899e//tXjuOLi4oAaqrdEwXgdL7/8csBZDvnII48ENb5wUlJKRERE5GDg2nnPlZTyUik17cRp/HTtTwzuMpjyynJW5jSv7aNFRBqre/fu3HTTTQBkZmYyYcIEtm/f7nF8ZWUln3zyCQ8++GC9c7fddlv1x7fccgtLliypNyYzM5Orrrqq0XG3bduWO++8E3AaiU+YMMFrQmPJkiVkZ9fexbFDhw4kJSVVn/dVLfXggw8SHR0NOMm8Dz74wOv47Oxsbr/9dnbu3Fnr+Pjx4+nXrx/gVELdf//99a4tKyvjqquuqrXrX2sUjNfxxhtvJD09HYBHHnmEP//5z9U78rlTUFDA3//+dz755JMgfAXBo933RERERA4GdZNSL74IpaVQVSlQU/u49rSPa0+FdZahLN2xlCFdh4QzWhGRkHv44YdZsmQJ8+fP57PPPqNnz56cd955HHfccXTq1InS0lK2b9/Ozz//zMcff8z27dsZM2YMf/zjH2vdZ8SIEdxwww08+eST5Ofnc+yxx3L55ZczYsQIIiIi+Pbbb3nmmWfYt28fZ599Nm+++Waj4r799ttZuHAh8+bNIzs7myOOOIJzzjmHUaNG0blzZ4qLi1m9ejUfffQR33//PZ999ll18sLl5JNP5o033mDdunVMnDiRc889l+Tk5OrzI0eOrN5l7sgjj2TGjBlcc8015Ofnc8YZZ3DCCSdwxhln0KNHD6Kjo9m1axerVq1i4cKFfP/99wBMnTq11pyRkZE888wzjB49mrKyMu655x4+/vhjJk6cSOfOncnOzmb27Nn88ssvnHPOObzxxhuN+j41d419Hdu2bcubb77JyJEjKSws5I477uCpp57ivPPO4/DDD6ddu3YUFhaSlZXFt99+y4IFCygtLeWFF15owq/ajUC7tLfWx1FHHWVFREREWq2XXrIWrF2xwtpnn3U+zsx0O3Tm9zPtmyvftGUVZTb2gVh7+4e3hzlYkfD45ZdfmjoEqQJUPxrq8ssvr77H+vXr/bqmpKTE/uY3v7GRkZG1YvD0uOyyy9zep7y83F566aUer4uIiLCPPfaYnTVrVvWxWbNmub2X6/zIkSM9xl1aWmpvuOEGGxER4TPmzz//vN71P/30k42Li/N4jbvv37x582yXLl38+j517NjR5uTkuI399ddft23btvV47Yknnmjz8/P9+j74o6neW+F4Ha21dtWqVfaII47w63WJjY2177//fgO+A4379xL43nrIxWj5noiIiMjBoG6lFHhcwvfYosd4ecXLREVEMaDzAJbuXBqmIEVEwismJoZ//OMfrFq1ijvvvJPhw4fTqVMnoqKiiI+Pp0ePHpx55pk89NBDLF26lOeee87tfSIjI3n++ed5++23GTduHJ06dSI2Npa0tDQmTZrEwoUL+d3vfhe0uKOjo/nXv/7Fzz//zC233MKgQYNITk4mMjKS5ORkjjrqKG666Sa++OILTjrppHrXDx06lB9++IGrr76afv36ER8f73POCRMmsH79ev79739z1lln0b17d+Li4oiJiaFTp04cd9xx3HTTTbz99tts3bqVlJQUt/c555xzWLFiBb/5zW/o2bMnsbGxpKSkcMIJJzBjxgw+/fTTWlVbrVljX0eAfv368cMPP/DWW29x+eWX07dvXxITE6vvMWTIEC677DJmz57Ntm3bqnuENRfG+lg/erA4+uijravMUERERKTVuftuePBBZxe+zZshIwNmzoRrrqk3tMOjHZg8aDL/OPMfLNq0iOQ2yRze6fDwxywSYitXrqR///5NHYaISLPXmH8vjTE/WGuPdndOPaVEREREDgY5OdCxI0RGQmoqREW5rZQqrywnf38+KfHOX7iP7358uCMVERGRg4SW74mIiIgcDHJynKV74CSkund3m5TaVbwLoDopVVhSyLM/Pcuq3FVhC1VEREQODkpKiYiIiBwMaialwOkr5SYplVuUCxxISpWUl3DVvKt4P/P9sIQpIiIiBw8t3xMRERE5GOTkwOE1+kL16AHvvFNvWP+U/uy6YxdtotoA0KltJ7q266pm5yIiIhJ0SkqJiIiIHAzcVUrt2AFFRVBj1yVjDO3j2te6dHCXwSzdoaSUiIiIBJeW74mIiIi0dhUVsGtX/aQUwIYNtYZ+mf0ld35yJ3tL91YfG9x5MCt2rqC8sjwMwYqIiMjBQkkpERERkdYuPx8qK2snpTIynOc6faUWblzIo189SqSJrD42uMtgSipKWLtrbRiCFRERkYOFlu+JiIiItHY5Oc6zu0qpOkmp3KJc4qPjiYuOqz529mFns/P2nXRq2wkRERGRYFFSSkRERKS1cyWlUlIOHOvaFdq0qbd8L7c4t3rnPZeE2AQSYhNCHKSIiIgcbLR8T0RERKS1c1cpZYyzhK9OpVReUV69pBTAf378D48ufDSEQYqIiMjBRkkpERERkdbOXVIKnCV8dZJShSWFdIzrWO8Wn234jCe/fzJUEYqIiMhBSEkpERERkdbO3fI9cFsp9cWVX/Duxe/Wu8XgzoPZWLCR3ft3hyZGEREROegoKSUiIiLS2uXkQFISxMTUPt6jB+ze7TxqiI6MrneLwV0GA7Bsx7IQBSkiIiIHGyWlRERERFq7nJz6S/fgwA58Vc3OyyrKuOyNy/ho3Uf1hrqSUkt3LA1VlCIiInKQUVJKREREpLXzlZSqWsK3q3gXLyx9gbW71tYbemjCoaQmpJK/Pz+UkYqIiMhBJKqpAxARERGREMvJcfpH1eU6VpWUyi3KBXC7+54xhk23bsIYE6IgRURE5GCjSikRERGR1s5TpVSHDpCQUC8p5W73PUAJKREREQkqJaVEREREWjNrITfXfVLKGGcJX1VPqbziPMB9pRTAok2LGPHsCLLys0IVrYiIiBxElJQSERERac0KCqCszH1SCpykVFWlVEl5CUmxSR6TUtER0Xy16St+3v5zqKIVERGRg4iSUiIiIiKtWU6O8+wrKWUtkwZNYvedu0lNTHU7dEDnARiMduATERGRoFBSSkRERKQ185WUysiAoqID47yIj46nT8c+LN2ppJSISHN37733YozBGMOCBQuaOpyAzZ49uzr+2bNnN3U4EiJKSomIiIi0Zv5USgGsX89jXz3Gze/f7PV2g7sMVqWUiITFVVddVZ2UiIiIYH3VUuNwmD17Nvfeey/33ntv2OZsrmomh+o+oqKi6NixI0cffTQ333wzS5YsaepwpYVRUkpERESkNfM3KbVhA59nf86iTYu83m50xmgGdh5IRWVFEIMUEalt3759vPrqq9WfW2vDWi0ze/Zs7rvvPu67776wzdkSVVRUsGvXLn744Qf+8Y9/cMQRR3DjjTdSUaH/Roh/opo6ABEREREJoQAqpXJTcj02OXe5YdgN3DDshiAGKCJS33//+1/27t1b69hzzz1XvSRNmsbo0aO5+eYDFbXl5eVs3ryZN954gy+++AKAJ598EmMM//znPxs11xVXXMEVV1zRqHtI86dKKREREZHWLCcH2raFuDj359u1g5QUWL+evKI8n0kpl0pbGcQgRURqmzVrFgDR0dFMnjwZgOzsbD799NOmDOugl5aWxtlnn139OP/885k6dSqff/45jz76aPW4GTNmsGLFiiaMVFoKJaVEREREWrOcHM9VUi4ZGU6lVFEuHeM6+rzl0H8P5Zb3bwlOfCIidWRlZVVX3Zx++un89re/rT7nSlZJ83PHHXdw3HHHAVBZWcnrr7/exBFJS6CklIiIiEhr5k9SqkcP7IYNpCamkpGc4fOWbWPa8vOOn4MTn4hIHbNnz8ZaC8Bll13GkUceyYABAwB4/fXXKSws9PteRUVFPPnkk4wfP57u3bsTFxdHXFwcPXv25Nxzz2XmzJm17jdq1CiMMXz++efVx9w1+K7ZAH3BggVuj7vjz9jy8nI+/PBDbrvtNkaMGEHnzp2JiYkhISGBvn37csUVV1Qn7Zqb8ePHV3+8bNmyWudcX/eoUaMAyM/P5+GHH2bYsGGkpKRgjKm1XC+Q3festbz55ptceuml9OnTh8TERGJiYjjkkEMYO3YsDz30EBs2bPB6j40bNzJt2jSOOeYYOnXqRExMDF27duWUU05hxowZlJaWBvKtED+pp5SIiIhIa5aTA127eh/TowfmrbdYcV0xRPj+m+WQLkOYu2wu1lr1dhGRoKqsrOS5554DIDk5mQkTJgBw6aWXcuedd1JcXMzLL7/MlClTfN7rgw8+4IorrmDHjh31zq1fv57169fzxhtv8PXXXzerCqxTTjmFBQsW1DteVlZGZmYmmZmZPPfcc1x++eXMnDmTmJiY8AfpQacafwTZvXu3x3E//vgjZ599Nps2bWr0nOvWrePCCy/kxx9/rHdu+/btbN++nfnz5/P000973MHx4Ycf5r777qOkpKTW8R07drBjxw4++eQT/vrXv/LOO+/Qt2/fRscsBygpJSIiItKa5eTAoEHex/ToAaWlsHUrdOvm85aDuwxmxvcz2FS4ibSktCAFKiICn376KRs3bgTgggsuIDY2FoBLLrmEu+66i8rKSmbNmuUzKfXqq69y8cUXV+8CN3jwYM477zx69+6NMYZNmzaxaNEiPvzww+qqLIAHH3yQ3Nxc/vjHP1b3RHrjjTfq3f+www4LytfrTnFxMe3atWPMmDEcddRRZGRk0KZNG7Zt28aKFSuYM2cO+/bt47nnniM5OZknnngiZLEEKse1uQaQmJjodkxeXh6/+tWv2Lx5M2eeeSbjxo0jJSWFLVu2BPyHjjVr1nDcccexa9cuAA455BAmTpzIkCFDaNu2LTt37uT777/nnXfeqfU613TrrbdWfw+Tk5O56KKLGDZsGAkJCWzbto0333yTzz77jMzMTEaOHMlPP/1EV19/7BG/KSklIiIi0lpZ6/fyPYAb/3Um102dw6Au3pNYg7sMBmDpjqVKSolIUNWsWLrsssuqP05NTWX06NHMnz+fxYsXs2rVKo+JoaysLH79619TUVFBREQEjz/+ODfffLPbhEd+fj4//3xgOfKIESMAaiV6zj777EZ+VYGZPn06xx9/PHEeNqh46KGHOPvss1m4cCH/+Mc/uOWWW+jh2km1ib377rvVHw/y8AeR5cuXExkZyauvvsoFF1zQ4LkqKio4//zzqxNSkydPZubMmcTHx9cbW1ZWxgcffFDv+FtvvVX9Wo8dO5aXX36Zjh1r91a8+eabeeqpp7juuuvYvn07U6dO5eWXX25w3FKbekqJiIiItFb79sH+/f41Ogf2rFqGxf1fkmsa1HkQ1x11HYe0OyQIQYqIOAoKCqqrknr06MEJJ5xQ63zNJJW35XaPPPII+/btA+D3v/89t9xyi8cKnPbt21f3OGouxowZ4zEhBdCxY8fqJY6VlZXMmTMnXKF59fjjj7No0SLA6R917rnnehx78803NyohBfDKK69U960aMWIEzz//vNuEFDi7OLqWgtZ09913A9C9e3fefPPNegkpl2uvvZZLL70UgP/+979BWXYoDlVKiYiIiLRWrmUUvpJS6ekAZOyGlPgUn7dNiE1gxvgZjQxOpIWZOhWWLGnqKMJr6FAI49Kwl19+meLiYsBZrlc3kXTeeedxww03sG/fPl544QUeeughIiMja42pqKjglVdeASAhIYE//OEP4Qk+zHr27EnXrl3Zvn0733zzTdjm3bhxI2+++Wb15xUVFWzevJk333yzVh+sq6++2mOlFMBNN93U6FhqJuMefPBBIvzoiVjTzz//zNKlSwG4/vrradu2rdfxl1xyCS+88AIVFRXMnz+/VlN2aTglpURERERaq9xc5znFR6KpTRv2pCTQY/ceOsa5/ytxXRWVFWQXZNOzfc9GBiki4nj22WerP3ZVpdTUtm1bzjnnHF588UW2bdvG+++/X2u3N4ClS5dW76Y3evRoEhISQht0iBQWFjJnzhzee+89li1bRm5ubnX1V12bN28OW1yfffYZn332mdcxv/71r/nXv/7l8XxqampQlhsuXLgQcPpAnXTSSQFf/+WXX1Z/XFJSUivZ5s6WLVuqP165cmXA84l7SkqJiIiItFb+VkoBOZ0T6F2wj9ioWL9uff/n9/Pglw+y7659tIlq05goRVqGZtRMujX65Zdf+PbbbwE49thj6dOnj9txl112GS+++CLgLOGrm5SqmaDp379/iKINrc8++4yLL76Y7du3+zXelYRrCpGRkSQmJpKRkcHxxx/PFVdcwdFHH+31mtTU1EbPu2fPnuqvu1+/fg3aCXbDhg3VH993330BXZufnx/wfOKeklIiIiIirVUASani1M70+3GX37ce2HkglbaSX3J+4chDjmxohCIiQO0eUe6qpFzGjBlDamoqW7Zs4e233yY3N5eUGtWgNRM07dq1C02wIZSZmcm4ceOqlzH269ePM844gz59+tChQwfatDnwR4ApU6aQk5NTvcNgOFx++eXMnj27Uffw1i/LX8F4nQsKCho8f2lpaYOvldqUlBIRERFprQJISg0YPh7mL4WyMoiO9jl+SNchgLMDn5JSItIY5eXlvPDCC9Wf33jjjdx4440+rysrK2POnDnccsst1ccSExOrP967d29wAw2CyspKr+cffvjh6oTUtGnTeOCBBzxWAV1zzTVBj6+lCMbrXDOZ9emnnzJ69OhGxyWB0+57IiIiIq1VTg7ExIA/PVV69IDKSvBzR6Fe7XsRFxXH0h1LGxmkiBzs3n//fXbs2NGga+vuwtetW7fqj8PV9yc29sCyZ18VNLmuXn8efPLJJwB07tyZ+++/32NCas+ePeza5X91a2uTkJBAUlISAKtXr8Za3zvH1lVzGWE4+3JJbaqUEhEREWmtcnKcKik/em1MXf03ngBYvx56+m5eHhkRycDOA5WUEpFGq5lYuvzyy8nIyPB5zdy5c8nMzOTnn3/mp59+4ogjjgBg8ODBJCYmUlhYyGeffcaePXsa1Oy85k5u1lqvPYuSk5OrP966davX+/raKc+VnOvRo4fX3eQ++eQTn1VXrd2IESN499132b17N1988QUjR44M6Pqa4z/66COvy0YldJSUEhEREWmtXEkpP8wny/lg/Xq/b/+nk/7kd2N0ERF3cnJyeOeddwBnSdaMGTP86jnUvn17pk6dCjhJLVdSKjIykkmTJvHUU0+xZ88eHn74YR566KGA46q5tGvfvn1e+xb17t2bmJgYSktLWbBggcck1u7du3n++ee9zhsfH09paSlZWVke71NRUdGgr6m1ueSSS3j33XcB+OMf/8jnn3/uNZFX19FHH82AAQNYsWIFr7zyCnfeeScDBgwIVbjigZbviYiIiLRWfialSitKWRm7l8rIiICSUhP6TeDUXqc2JkIROcjNmTOHsrIyAM4991y/m2BPmjSJqCinxmLu3Lm1ls39/ve/r04iPfroo/ztb3/zuLxr9+7dfP755/WO9+jRo/rjH3/80Wss0dHRnHzyyQBkZ2fzz3/+s96Yffv2MWnSJJ/L94YNGwY4ybon3Oz4WFZWxjXXXMP333/v9T4HgwsuuIDBgwcDsHDhQi677DKKiorcji0vL69OYLkYY3j44YcB5/t65pln8t1333md85dffuH6668PQvTiokopERERkdYqJwd69fI5LK8oj4pI2NulPYk1tsj2paS8hEWbFtGjfQ8ykjMaHqeIHLT83XWvrs6dO3Pqqafy3nvvkZeXx7x58zj//PMBJ6H0zDPPMGnSJCorK5k6dSrPPvss559/Pr169SIiIoItW7bw9ddf8/7773PBBRfUW/o1ZswY/v73vwNw1VVXceutt5Kenk5kZCTgVEf17t27evztt9/OBx98AMAtt9zC4sWLOe2004iJiWHFihXMnj2bzZs3c9FFF/Hyyy97/LpuuukmPv74YwB++9vfsmDBAk477TQ6duxIZmYmzz//PJmZmYwePZrMzMyDuhdSZGQkr732Gscddxy7du1izpw5fPrpp1x00UUMGTKE+Ph4cnNz+fHHH3n77bdp06YN48aNq3WPCRMmcPfdd3P//fezceNGhg8fzqmnnsrYsWPp1q0bxhjy8vJYsWIFCxYs4JdffiEyMpIZM2Y00Vfd+igpJSIiItJa+VkplVvk/OV+f7euJAZQKTV7yWyue/c6ANKT0pk+ZjqTB01uWKwictD58ccfWbrU6UvXrVs3Ro0aFdD1l156Ke+99x7gJLdcSSmACy+8kPj4eK688kpyc3NZunRp9Vx1uVvyNW7cOEaMGMHChQtZu3Ztvd0A77nnHu69997qz8eMGcOf/vQnHnjgAay1zJ07l7lz51afN8Zw7733MnLkSK9JqQkTJvCHP/yhuoJn3rx5zJs3r9aYE044gVdeeaW6qupg1rdvXxYvXsx5553HsmXL2LZtG3/961/djq1Z/VbTfffdR/fu3bntttsoLCzkww8/5MMPP/Q4Z81m+tJ4Wr4nIiIi0hqVlMCePX4lpaIjoxnXZxwRPXv5vXxvzrI5/Paj31Z/nl2QzZS3pzBn2ZwGhywiB5eaVVKTJk0KqB8QwK9+9SsSExMB+PDDD+s1GR8/fjxZWVk8/vjjjBkzhi5duhAdHU1cXBy9evXi/PPPZ9asWfzjH/+od+/IyEg+/vhjHnnkEY477jjat29fXSXlyf3338+HH37I+PHj6dSpEzExMXTr1o2JEyfyxRdfcM899/j1dT300EO8//77jBs3jpSUFKKjoznkkEM4+eSTefrpp1mwYAGd/OwXeDDo06cPS5Ys4eWXX+b8888nLS2NuLg4YmJiOPTQQznllFN49NFHWbhwocd7XH311WRnZ/N///d/nHrqqRx66KHExsYSGxtL165dOemkk/jd737H/PnzycrKCuNX1/qZhmyd2BodffTRVutyRUREpNXYvBm6d4ennoIpU/y75sEH4U9/gqIi8NHXJeOJDLILsusdT09KZ8PUDQ0IWCT8Vq5cSf/+/Zs6DBGRZq8x/14aY36w1h7t7pwqpURERERao5wc5zmQv6a7tmH3o6/UxoKNAR0XERERqUtJKREREZHWKICk1GNfPUa3x7tRntbdOeBHUiotKc3j8ZLyEn+jFBERkYOYklIiIiIirVEASamte7ZSWFJIVO8+zgE/+kpNHzOd+Oj4Wsfio+O5f/T9jJw9kqkfTKW4rDjgsEVEROTgoaSUiIiISGsUQFIqrziPlPgU6NoVYmP9SkpNHjSZmRNmkp6UjsGQnpTOzAkzuXDAhRyTegx/++ZvHDXzKH7c9mNjvxIRERFppaKaOgARERERCYGcHIiMhORkn0Nzi3KdpFREBKSn+70D3+RBk5k8aHK9438/4+9M6DuBK966guH/Gc7Z/c7m263fsqlgE2lJaUwfM93tdSIiInJwUaWUiIiISGuUkwMpVYkmH6qTUgA9evjVU8qXU3qdwrLrl3H0oUfzv5X/Y2PBRiyW7IJsprw9hTnL5jR6DhEREWnZlJQSERERaY1ycvzeee/Unqdyeu/TnU969PC7UsqXDnEd2LZnGxZb63hRWRHT5k8LyhwiIiLScmn5noiIiEhrFEBSavqY6Qc+6dEDdu2CwkJITGx0GBsLNgZ0XERERA4eqpQSERERaY38TEpZa6m0lQcO9OjhPAepWiotKS2g4yIiInLwUFJKREREpDXyMym1be82oh+IZtZPs5wDGRnOc5CSUtPHTCc+Or7WMYPhgdEPBOX+IiIi0nIpKSUiIiLS2pSVQX6+X0mp3KJcKm0lCbEJzgFXpVQQmp2Ds0PfzAkzSU9Kx2DoFN8Ji2X3/t1Bub+IiIi0XEpKiYiIiLQ2eXnOs59JKeDA7nsdO0K7dkGrlAInMbVh6gYq76lkx+07OKXnKbyw9AWstb4vFgkxvQ9FRLwL5b+TanQuIiIi0trk5DjPfiSl8oqcBFZ1UsqYoO7AV5cxhhfOeYHkNskYY0Iyh4i/IiIiqKysJDIysqlDERFptiorK4mICE1NkyqlRERERFobV1IqJcXnUFelVMe4jgcOhjApBdClXRdio2LZV7qP7N3ZIZtHxJe4uDj27dvX1GGIiDRr+/btIy4uLiT3VlJKREREpLXJdRJN/lRKDeg8gJuOuYmO8TWSUhkZTk+pEJbrW2s5+fmTmfjfibV3/xMJo4SEBPbs2dPUYYiINGt79uwhISEhJPdWUkpERESktQlg+d5J6Sfx9zP+TkxkzIGDPXrA3r0HelN5kpUFTzwBzzwDFRUBhWiM4cZhN/LNlm94/ufnA7pWJFgSExMpKioiPz+/qUMREWmW8vPzKSoqIjExMST3V1JKREREpLVxJaU6dvQ+DijYX0BpRWntg64d+Oou4bMWfvwR7rkHhgyBXr3g1lvh6qvhhBPgl18CCvOSwZdwXLfj+P0nv6dgf0FA14oEQ2RkJOnp6eTm5rJlyxYKCwupqKhQ83MROWhZa6moqKCwsJAtW7aQm5tLenp6yHrvqdG5iIiISGuTkwMdOkCU7//Vm/jfiewq3sW313x74GDNpNTQofDll/Dmm/DWW7BxI0REwIgR8Pjj8KtfwTffwE03wRFHOAmr3/0OoqN9zh1hIvjHGf9g2NPDuO/z+3j8tMcb9vWKNEJMTAw9e/aksLCQ3bt3s23bNiortaRURA5eERERxMXFkZCQQNeuXUO6GYSSUiIiIiKtTU6OX0v3wGl03qVdl9oHMzKc5/vvh+uug/x8aNMGTj0V7r0Xxo+vff+ePWHMGPjNb2DaNPjvf+HZZ52Elg9HHXoUVx95Nct2LqOisoLICO2CJuEXGRlJ+/btad++fVOHIiJyUFFSSkRERKS1CSAplVecx+GdDq99MDER+vSBrVthwgQ4+2wnIdW2recbde4Mr74Kr78ON9wAw4bBH/7gJKliY73G8Pcz/k5sZCzGGL9iFhERkdZBPaVEREREWpsAK6VS4lPqn1i+HHbuhOeeg3PO8Z6Qquncc53eUhdfDA88AEcdBd9+6/WSNlFtMMawpXALizcv9m8eERERafGUlBIRERFpbfxMSu0v38/e0r3uk1IxMX71pHKrQwcnmfXuu1BQAMcdB3fcAcXFXi+78L8XMm7uONL+mkbEfRFkPJHBnGVzGhaDiIiINHtKSomIiIi0JpWVkJfnV1LKWsvDYx5mdMbo0MRy5plOxdXVV8Of/wzHHgtlZR6Hj84Yza7iXWwq3ITFkl2QzZS3pygxJSIi0kopKSUiIiLSmuTnQ0WFX0mpuOg47hxxJ8d1Py508SQlwVNPwRNPwNKlsG6dx6EvLn2x3rGisiKmzZ8WuvikZTjvPKeBvhdzls0h44kMVdmJiLQgSkqJiIiItCY5Oc6zH0mpPSV72LB7A2UVnquXguaYY5xnL0mpjQUbAzouB4ldu5wG+q+95nHInGVzmPL2FLILslVlJyLSgigpJSIiItKaBJCUen/t+/T4Ww/W5K0JcVBA797Os5ekVFpSWkDH5SCRmek8L1/ucci0+dMoKiuqdUxVdiIizZ+SUiIiIiKtSQBJqdyiXAD3jc6DLSUFEhJg7VqPQ6aPmU58dHytY/HR8UwfMz3U0Ulz5kpKrVkDJSVuh6jKTkSkZVJSSkRERKQ1aUBSqkNch1BG5DAGevXyWik1edBkZk6YSXpSOgZDelI6MyfMZPKgyaGPT5ovV1KqvNxJTLmhKjsRkZapgfv8ioiIiEiz5EpKpfiufsotyiUpNonoyOgQB1WlVy+vS7DASUxtKdzCD9t+4JXzXwlPXNK8ZWZCVJSTlFq+HAYNqjdk+pjpXDPvGorLi6uPqcpORKT5U6WUiIiISGuSkwOJiRAb63NoblFueJbuufTuDevXO7sDerF1z1bey3wPa22YApNmLTMTTjjBSUx5SGpOHjSZG4bdUP15u5h2qrITEWkBVCklIiIi0prk5Pi1dA/g10f8mvF9x4c4oBp69YLSUti8GdLTPQ5LS0pjb+leCkoKSG6THL74pPmx1lmyd8klznvbS6Vdl7ZdABjadShREVFKSImItABKSomIiIi0JgEkpcb2HBviYOro1ct5XrfOa1Kqe2J3wGlSraTUQS4nBwoLoU8fyM2F77/3OHRl7kq6tO3Cfyb8h7YxbcMYpIiINJSW74mIiIi0JgEkpb7b8h1b92wNcUA11ExKeeFqTr2pYFOoI5LmztXkvE8fGDgQsrJg3z63Q1flrqJ/p/4cdehRHJZyWBiDFBGRhlJSSkRERKQ1CSApNeq5Ufzfov8LbTw1desGMTE+k1LpyekMO3QYkRGRYQpMmq26SSmAX35xO7SkooQBnQZgreWZH5/hk6xPwhSkiIg0lJbviYiIiLQW1vqdlCouK6aorCi8jc4jI6FHD1i71uuwru268u0134YpKGnWMjMPvG8iqv6evnw5DBtWb+gPU37AWosxhge+eIDh3YaHf4mqiIgERJVSIiIiIq1FYSGUlfmVlMorzgOgY3zHUEdVW69ePiulRKplZkJGBkRHO4mpuDivzc6NMQAM7zacxZsXhylIERFpKCWlRERERFqLnBzn2Y+kVG5RLkB4K6XgQFLKWq/DrnvnOs5++ezwxCTNV2ams3QPnIqpww93m5R6adlLjJs7jj0lewA4NvVYNhZsZNuebeGMVkREAqSklIiIiEhr4UpKpfhONOUVOZVSYU9K9e4Ne/YciNWDorIilmxfEp6YpHmy1klK9e174NjAgbBsWb2hizYt4svsL2kX0w5wKqUAvtnyTVhCFRGRhlFSSkRERKS1CKBSakDnAbx83ssM6DQgxEHVEcAOfJsLN1NRWRGGoKRZ2r7d2WnPVSkFTlJq2zbIy6s1dGXuSg5LOax6+d4RXY8gOiKalTkrwxmxiIgESEkpERERkdYigKRU13ZdmThwYtP0lAKfSanuid2psBVs26vlVwetmjvvubh24FuxotbQVbmr6N+pf/XncdFx7PzdTv5w4h9CHaWIiDSCklIiIiIirUUASalfcn5hwYYFoY3HnR49wBi/KqUANhVsCkdU0hx5S0rV6CtVWFLIlj1b6J/Sn5qS2ySHOEAREWksJaVEREREWovcXGd3srZtfQ6d8d0MznnlnDAEVUdsLHTvDmvXeh3Wt2NfzjnsHNpEtQlTYNLsZGY6u+6lpR04lpoKSUm1klL5xfmcmHYiR3Q9otblv+T8wjmvnMMvOb+EK2IREQlQVFMHICIiIiJBkpPjV5UUQG5xbvibnLu4duDzNqRDL16f+HqYApJmac0a6NkTomr8ymKMUy1VIymVnpzOF1d+Ue/ymMgY3lz1Jmf0PoPDOx0ejohFRCRAqpQSERERaS0CSErlFeU166SUS6WtDHEw0mxlZtZeuufiSkpZ6/XyXu170TGuI99s1g58IiLNlZJSIiIiIq1FIJVSRbl0jAtzk3OXXr1g507Ys8frsFGzR3HuK+eGKShpViornSWenpJS+fnOLnzApP9N4vxXz683zBjD8G7DWbxlcaijFRGRBlJSSkRERKS1CDAp1WSVUr17O88+qqXaxrRlY8HGMAQkzc6WLbB/v+ekFFQv4fth6w8eb3Ns6rGszFlJwf6CUEQpIiKNpKSUiIiISGsRQFLqlfNf4fbjbw9xQB706uU8+9qBLzFNSamDlbud91wGDHCely+npLyEdfnr6u2853JC2gkck3oMO/btCFGgIiLSGGp0LiIiItIaFBU5Dz+TUsd1Py7EAXnhZ1Kqe1J38orz2Fe6j7YxvncUbLQtW+Cdd2DKFKehtjQdb0mpTp2gSxdYvpzMXZlU2koOSznM7W1O7nEyi6/W8j0RkeZKlVIiIiIirUFOjvPsR1KqsKSQF5e+yKaCTSEOyoPEREhJ8V0plZQGwKbCMMX5wgtw3XWwUdVZTS4zE2JjoXt39+ermp2vyl0FQP9O7iulXNQwX0SkeVJSSkRERKQ1CCAptW7XOi5941K+3/p9iIPyondvp5G1F0d0PYJbht9CXFRceGLKzXWeV6wIz3ziWWam8x6J8PDryqBBsGIFXeI6MWngJPp17OfxVtO/mE6Pv/XA+titT0REwk9JKREREZHWIICkVF5xHkDTNToHZwmfj0qpAZ0H8MTpT5CenB6emPKc74urgbY0ocxM90v3XAYOhKIiTrTdmXveXK/LO1PiU9hYsJH1u9eHIFAREWkMJaVEREREWoMAklK5RU5FUJMnpTZtgtJSr8NKykvYvX93eGJyJaVUKdW0KiqchKWvpBSw98fFPiughncbDsDizeotJSLS3CgpJSIiItIatMSkVGUlbNjgfdjfe3Hrh7eGJyYlpZoHV7LSW1Lq8MMB+PNTl3PX/Lu83m5g54HER8fzzeZvghmliIgEgZJSIiIiIq1BTg5ERztNxH3ILcrFYGgf1z4MgXnQu7fz7KOvVPek7uFryO5KSq1c6STMpGmsWeM8e0tKJSRQltaNftvL6dG+h9fbRUVEMezQYSzeokopEZHmJqqpAxARERGRIMjJcaqkjPE59MZhNzKh7wSiIprwfwV79XKe/diB76dtP4UhIJxG5/HxUFTkVHD17BmeeaW2zEzn2VtSCsjvdSiDVmxmd4r3nfcArhx6JTv37QxGdCIiEkSqlBIRERFpDVxJKT90atuJow49KsQB+dC5M7Rt6zMp1T2xOxsLNoZ+57TKSsjPh+OOcz7XEr6mk5npJAcPPdTrsA3d2nFYLvRP6uXzlpcPvZzfnfC7YEUoIiJBoqSUiIiISGsQQFLqleWv8M6ad0IckA/G+LUDX1pSGiUVJeQU5YQ2nt27ncTUiSc6nysp1XQyM53lnT6q/pZ2skRXQsqWfL9uu6t4FxsLNgYjQhERCRIlpURERERagwCSUo989QhP/fBUiAPyQ+/ePntKjcoYxZ9P+TPREdGhjcXVT6pHD+jeHZYvD+184llmps+lewCHjTzP+cDP1+qIp47g95/8vjGRiYhIkCkpJSIiItIaBJCUyi3Kbdqd91x69YL16702FR/cZTC3H3976Juyu5JSHTvCgAGqlGoq5eXOe8KPpNSIU6+CyEi/k1LHpB6jHfhERJoZJaVEREREWrqSEigs9DsplVeUR0pcM0lKlZTAli0eh1hrycrPYkuh5zFBUTcptWoVVFSEdk6pb8MGJzHVt6/XYUVlRfyUv5LKPr39Tkodm3os63evZ8feHUEIVEREgkFJKREREZGWLjfXefYjKVVUVkRxeTEd4zuGOCg/+LkD34AnB/D414+HNpa6San9+yErK7RzSn1+7rz3/dbvOXLmkezM6OR3Ump4t+EAfLNF1VIiIs2FklIiIiIiLV1OVRNwP5JSuUVOAqtZLN/r3dt59tJXyhhDWlIamwo3hTaWukkp0BK+puBnUmplzkoA2gw92klqFhX5vPWRhxxJVEQUizcvbnSYIiISHFENvdAYY4ABwGAgHWgPxAHFwC4gG1gK/GJDvoeviIiIyEHMlZRK8Z1oSk1IZfOtm2kX0y7EQfmhe3eIjvZrB76Q75qWlwcREZCcDIcf7hxbsQLOPju080ptmZmQkACdO3sdtjJ3JfHR8SQOOB7sE7ByJRx1lNdr4qPjeem8lxjSZUgQAxYRkcYIKClljGkLnA/8ChgD+PN/M3uMMfOBN4HXrbX7Ag1SRERERLwIoFIqMiKS1MTUEAfkp8hIyMjwnZRKTOP9te+HNpa8PGjf3klMtWvnxKVKqfBz7bxnjNdhK3NXcljKYUQMrkowLV/uMykFcP7h5wcjShERCRK/lu8ZYw4zxvwb2AE8i5OUSgCMH49E4GxgNrDDGDPDGHNYUL8KERERkYPZjqrGzT6qSwB+2PoDD3z+ALv37w5tTP7q1ctnUqp7Une2791OaUVp6OLIy6tdaTZggN+9iiSIXEkpH1bmrKR/Sn/n/RMb6/drtXv/bl74+QU2FYR4OaiIiPjFa6WUMaYn8ABwIU4Cy/UnCwusBL6pes4H8oBCIAnoUPXoDwwH+lVdGw9MAa4xxrwM3G2tVQdJERERkcbYsMGp7unQwefQRZsWcfeCu7l+2PWhj8sfvXvDokVgrcfqmPP6n0f/lP6EtCNEXp7TT8plwAD4+GNnJ7ioBne8kECUljrv5Ysv9jn0mbOeIblNslNtd/jhfieldu7byWVvXsbTE57m6iOvbly8IiLSaB7/C2uMmQ78FojBSSjtB94G5gALrLWF/k5ijEkERgEXAxNwek9NAs4zxvyftfaPDf0CRERERA56WVnQs6fPJU/gNDo3GNq3aR+GwPzQqxcUFtavVKphUJdBDOoyKLRx5OVBWtqBzwcMcJIka9fCYSryD4usLKis9KtS6pRepxz4ZOBA+Owzv6bo06EP7du055vN3ygpJSLSDHhbvvcHIBbIBK4GulhrJ1pr5wWSkAKw1hZWXXcR0LXqfmuq7v+HhoUuIiIiIgCsXw89evg1NLcol/Zx7YmMiAxxUH7q1ct59rKEr6yijM83fM76/PWhi8NdpRSor1RD7N7td5KoFj933luxcwVvr377wHLOgQNh82ZnXh+MMQzvNpzFW7QDn4hIc+AtKbUGuBQ43Fr7rLV2TzAmtNbusdY+i7Nz32VV84iIiIhIQ1jrJKV69vRreF5xHinxvnfpCxt/klKVZYx6bhQvLX8pdHHUTUr17+9UnikpFbgnn4STT3Z2xAuEn0mpucvmcs4r5xw4MHCg8+zna3Vs6rGs2LmCPSVB+fVGREQawVtS6nBr7RxrbWUoJrbWVlprX8RJTomIiIhIQ+zcCUVFfielcotym1dSyrXscO1aj0Pio+NJiU8JXXPqoiIoLq6dlIqPd6rPlJQK3Jqqvzk/+2xg12VmQnJy7dfBjZW5K+ndoTcxkTHOAVdSys++UsO7Dcdi+Wn7T4HFJyIiQecxKRWqZFRTzSMiIiLSKmVV7Rnj5/K9Dy/5kA8mfxDCgALUpg2kpvrcgS8tKY2NhRtDE0NenvNcNxkyYICSUg3hei2fe87py+WvzEzo29dnb7SVuSs5LKVGn6/u3SEhwe+k1LY920hNSGXU7FFkPJHBnGVz/I9RRESCylullIiIiIg0d66klJ+VUpERkSTEJoQwoAbo1cu/pFRBmJNSAwfC6tX1Eitzls0h44kMIu6LUFLDnawsp2l8Tg68/bb/12Vm+ly6V1ZRxtpda+mf0v/AQWOc12rZMp9TzFk2h9+8/xu27NmCxZJdkM2Ut6foNRQRaSJhTUoZY6KNMc1k/2ERERGRVmB9VfPvjAyfQ+csnUPCwwnNL5niR1Kqe2L38CelBgyA8vIDvY5wkhpT3p5CdkG2khruFBfD1q3w619Dt27wn//4d93+/bBpk8+k1NpdaymvLKd/p/61Twwc6FRKWev1+mnzp1FUVlTrWFFZEdPmT/MvThERCaqwJKVqJKPWAv8Mx5wiIiIinrSqSpesLDjkEIiL8zpszrI5XPP2Newt3dv8kim9e8P27bB3r8chNwy7gfcnv4/1kXRoEG9JKai1hE9JDR9clXt9+zqJqQ8/hI1+JBPXrXMSSj6SUn069uGXG35hfN/xtU8MHOi8jjt2eL3eU2IzZAlPERHxKqRJKWNMlDHmOg4ko7qHcj4RERERX1pdpYufO+9Nmz+N4vLiWseaTTLFtQOfK6HhxmEph3F89+MxPvoNNYinpNRhh0FERK2klJIaPtRcTnrllc7Hs2b5vs7PnfeiIqLo36k/HeI61D7hZ7PztKS0gI6LiEho+Z2UMsYcZ4x52BjzP2PMu8aYGcaYy4wxUW7GGmPMr4F1wL+AboDr/yC+CErkIiIiIg3Q6ipdsrL8anLerJMprqSUlyV8e0r28OLSF1m7y/MufQ3mKSnVpo0TW42klJIaPrhew169nCWlp5zi7MJXUeH9Oj+TUi8ufZG5y+bWP+FnUmr6mOnER8fXOhYfHc/0MdO9xyciIiHhMylljIk3xvwPWAjcAZwNnA5MAWYBmcaYvjXGDwR+Ap6mdjLqHeAEa+3oYH4BIiIiIoFo1smZQJWWwubNflVKNetkiisptdZzwqmwpJBL37iUT7I+Cf78eXnQti3ExtY/V2cHPiU1fMjKgsTEAwm+q692lu994uN1y8yElBRITvY67G/f/I3ZS2bXP9G5M3Tq5DMpNXnQZGZOmEl6Ujqm6teU64++nsmDJnuPT0REQsKfSqkXgXNwkkvuHunAp8aYdsaYU4FvgEFV5yqBucAQa+1Z1tqvg/8liIiIiPivWSdnArVxI1RW+lUpNX3MdKIjomsdazbJlORkJ4nhpVKqa7uuREVEhSZ5mJdXv0rKZcAAJ2FSUgI4SY2/nf43UhNSMRjSktKYOWGmkhou69Y5SVLXMsuzznKSTW4antfs7bb40+fJSW3v9dbWWlblrqq9815Ngwb5TEqB8xpumLqBkj+WMCpjFCPTR/q8RkREQsNrUsoYcxJOZZTFSTD9F7gFuA74B7C7aughwN3Aq0Bc1dhngb7W2kustb7/6yAiIiISBq2q0qVm/x4fJg+azKyzZ5GWlIbBkJ6U3rySKT524IuMiKRbYjc2FW4K/tzeklIDBzpLz9asqT60ZPsSisqKqLynkuyp2c3ne9gcrFt3oPINnOqzyy6Dt96CnTurD9ft7dZ9ZwkfRWR57e22uXAze0v3cljKYe4HDBzoVLVVVvoVanRkNJ9d/hkT+k3wa7yIiASfr0op139hLXCetfZCa+0/rLUzrbW3AIMB1/8Z3AYkApnAMdbaq62160MStYiIiEgDTR40mb+d9rfqz7sldmteyZlArK/6Xy0/klLgfO3ZU7OpvKeSDVM3NK+v2UdSCpxqtiaplIJaFTi5RbmkxKewYucKLn3jUnbs9b7j20GjstJ94/2rroKyMnjhhepDNXu7xZdC6h5YmVzhtbfbytyVAPTv5KFSauBAZwdHf3b7q2Ff6T6y8j032RcRkdDxlZQ6Bich9Za19q26J621m3EqpFxL+QqBk6y1PwU7UBEREZFgOaPPGcRExgAwc3wLTUiBUykVEwOHHupzaEVlBae/eDpvrHwjDIE1QK9ekJ3t9MnyoHti99AlpVJS3J/r2xciI2v1lXIlpUorSnlx6Yu8v/b94MfUEm3Z4rx+NSulAA4/HI4/3lnCZy1Qu4db713O85qO3nu7bdi9AcDz8j0/m53XddLsk7hq3lUBXSMiIsHhKynVverZW2fCj6qeLTDbWqs/FYmIiEizlpqYyprfOMuxtuzZ0sTRNML69c4OZxG+24RuLNjIh+s+JK84L/RxNUTv3k6lTXa2xyEPjXmIL64IwUbO3iqlYmOdHeFqJKXyivNIiU9haNehpCak8s6ad4IfU0vkWk5aNykFTsPzVatg0SKgdg+3PlVvycyO3nu7TTlqCrt/v5vObTu7H+Cmqs0fZ/c7mwUbFrTMzQ5ERFo4X/8Hk1T1vN3LmJpJqKWNC0dEREQkPA5JOASALYUtOCmVleVXk3OA1XmrAejbsa+PkU3ElcjwsoQvLSmN7kndPZ5vkIoK2L3bc1IK6u3A56qUMsYwvu94Plz3IaUVniu8Dhqu187dctILLoCEhOqG59PHTCcqIgqAPlWVUms7wMUDL/Y6RVKbJIyriXpdiYmQlhZwUuqSwZcAMGep535WIiISGr6SUpFVzxWeBlhra3YSzG10RCIiIiIhdt+C+xj29DA6t+3csiulsrL87ie1Js+pDOvXsV8oI2o4P5JSW/ds5eEvH2bdLu+9pwKSn+8sKfOVlFq3DvbvB+B3x/+O8w8/H4Dxfcezt3QvX2SHoIKrpcnKcpY6prmpdmrXDiZNgldfhYICJg+aTHpSOrGRsfTNgx0JESSndGNjoedqpSvevML38tPhw+F//4N33/U77B7tezAibQQvLH0BW7W8UEREwsN3rbeIiIhIK7M6bzV7S/eSmpDacpNSu3c7CRV/K6VyV5MYm+h56VNT69oV4uNh7VqPQ3YV7+KuT+/ih20/BG/evKq1Y76SUpWVzvIz4ObhN3NmnzMBOLnHyQzoNIDCksLgxdRSrVsH6ekQFeX+/NVXQ1ERvPwyAPn787li6BVc2W4EXYaewM/X/8ysX80CqJccyivK47mfn/PdkPzJJ53X6+yz4aWX/A790sGXsjJ3Jct2LvP7GhERaTwlpUREROSgk12QTXpSOv888588MuaRpg6nYQLcea9dTDtGZYzyvPSpqRnjcwe+7onO0r2g9v7xNykFsGIF+8v3s3bXWvaXO1VT8dHxLL9hOef2Pzd4MbVU69a57yflcvTRMHgw/Oc/5Bblsqt4l1O5l5kJffrQIa4D0ZHR7Ny3k2OfOZbPN3xefemqXCch6HHnPZeUFPj0U6ex+uTJ8NRTfoU+ccBEfrr2JwZ1HuTXeBERCQ4Pf8ao52ZjzNlBGmettdreQkRERJrMxoKNjOkxhuO7H9/UoTRcgEmpR095NITBBEmvXrBmjcfTSW2SSIxNZFPBpuDN6U9Sqk8fiI6G5ctZMfowjn76aN666C3O6ndW9ZCKygpKKkqIj44PXmwtTVYWnH++5/PGONVSN9/M5s+d5vCHx3aDHTuc73EVay17SvZw5twzeX/y+5yUfhIrc1cCXnbeqykxET74wInluuugoADuuMPrJUltkhjadajve4uISFD5Wyk1Grjcy8P6Oe5y4IrghC4iIiISuLKKMrbu2Up6UjpZ+VnMXjKbkvKSpg4rcK6dzvxcvtci9OrlfF2VlR6HpCWlee07FLDcqpao3pJSMTHQty+sWEFukTM+JT6l+nTB/gK6/KUL//z2n8GLq6UpKHASfN4qpcCpXoqNpfMrb3NC9xMYWNjGOV4jKdWlXRc+vfxT0pLSOHPOmdz96d389sPfAjDquVHMWeZHQ/K4OHjjDbjoIvj97+Guu5zeYV7kFuVyxZtX8PG6j33fX0REgsKfpJQJ8kNERESkyRSXFzN50GSGdxvO5xs+58q3rmyZfaWysqB9e0hO9jl06Y6lHPbPw1i4cWHo42qMXr2cZuJbt3ockpaUFv5KKajegc9dUiqpTRLdk7rzzpp3ghdXS+NKkvpKSnXoAOedx6FvfcrCSR+TuqPIOV4jKQXQtV1XPr3sUxJiEnjgywfYU7oHcKocp7w9xb/EVEwMvPgiXHstPPww3Hij14RnYmwi76x5h2eXPOv73iIiEhS+lu9dGZYoRERERMIkMTaR5895HoCP1n0EwJbCLfRs798yuGZj/Xq/q6RW5a5idd5qEmISQhxUI/Xu7TyvWwfdurkdMufcObSLaRe8OfPynMbciYnexw0YAK+9xu5dTsKsY1ztJNb4PuN5aOFD7CreRYe4DsGLr6Vw9QLzZznp1VfD3Lnw+usHklmu176GQxIOITIist7xorIips2fxuRBk33PFRkJM2ZAUhI89hgUFsKsWc5yzDpiImOYOGAizy55lsKSQhJjfbwnRESk0bwmpay1z4UrEBEREZFwKK8sJ9JEYowhNSEVoOVWSg0e7NfQ1bmrAejTsY+PkU3MVWWzbh2MHOl2SHKb5ODOmZfnVO/4agA/YABYS8Sq1USYiHpxTOg3gQe/fJAP1n7AxYMuDm6MLYErueRPUmrkSDZ1imX/Y3fSZ8hoSE11dl50Y+se91VzATW7NwYefdSpLPzDH5zE1KuvQps29YZeOuRSnvz+Sf73y/+48gj9fV5EJNS0+56IiIgcVB5Z+AiJjyRSUl5CamJVUqqwhSWlKithwwa/m5yv2bWGtKS05t+EOy3NqVrysgPfip0ruPHdG4O3hC8vz/fSPajege+0km48eeaT9Sp4jj70aDq37XzwLuFbt87Z+c5XxRlQTiVPDSmjz9LN8NlnTr8uD9KS0gI67tWdd8KTT8I778CZZ8KePfWGDE8dTp8OfXhh6QuB319ERAKmpJSIiIgcVDYWbCQuKo7YqFiSYpOIj45veZVSW7dCaanfy/dW566mX8d+IQ4qCKKiID0d1q71OCS3KJcnv3+S1XmrgzOnv0mp3r0hJoaeW4u59uhr652OMBE8cdoTXH/09cGJq6VZt853P6kq2buzeXZwJZWREbB5c71+UjVNHzO9XjI1Pjqe6WOmNyzO66+HF16AL76A006r12PKGMPNw2/myEOOpNJ67j8lIiLB4aunVLNgjOkHvFLjUE/gbiAZuAbIqTp+l7X2vapr/gBcBVQAN1trPwxbwCIiItJsZRdkk56cDji/gC769aLqiqkWI5ClUsCx3Y6lR3IL2aWvd2+vlVLdk7oDAS7f8safHePASZgddhiFPywiNz/LbQ+ySYMmBSemligrC447zq+hq/NWsy0R8k8+no4fL/SalHL1jZo2fxobCzaSlpTG9DHT/esn5fGmk2H3bvjNb2DJEjjyyFqnf3PMbxp+bxERCUiLqJSy1q621g611g4FjgKKgDeqTv/Vda5GQupw4CJgAHA68KQxpn6XRBERETnouH6xdRnSdUitndRahPXrnWc/K6X+fsbfufW4W0MYUBD16uU1KZWakIrBhH/5HsCAAez56Rtu++g2j0MWbVrEe5nvBSe2lqKsDDZu9H85ad4aAKKuraoqq1oa6cnkQZPZMHUDlfdUsmHqhsYlpFzOPdd5/uQTt6crbSVfbfwKa23j5xIREY+8VkoZY0KxH6q11l7ViOvHAOustdnGc0PKXwEvW2tLgPXGmLXAMcDXjZhXREREWjhrLdm7szmj9xnVx77I/oKftv3ELcfe0oSRBSgry2nenJ7uc2hZRRlREVF4+f+m5qVXL6eKZdcupwF5HbFRsXRt1zU4lVLWBpyUSn3pJVJJ8jjk3gX3sqlwE2f2ObPx8bUUGzdCRYXfy/d6d+jNlUOvJOmsSfBVBhx7bGjjc+eQQ2DgQPj4Y7jjjnqnZy+ZzVXzruLHKT9yxCFHhD8+EZGDhK/le1cAwfzzgKm6X2OSUhcBL9X4/DfGmMuA74HbrLX5QCqwuMaYzVXHagdjzBRgCkBaWgOaJYqIiEiLUlZZxq3H3sqJ6SdWH3sv8z0e//pxbhp+ExGmRRSRO5VS3btDTIzPobOXzOa3H/2WNb9ZwyEJh4QhuEZyJTbWroVjjnE7pEf7Huwr29f4ufbtc3pzpfhXKWcPPxwD9M/x/L/H4/uO55YPbmHtrrX07tC78TG2BK7KNj8rpcb3Hc/4vuOdT44/PkRB+WHsWJgxA4qLIS6u1qmzDzub69+9nheWvqCklIhICPnzf14miI9GMcbEAGcBr1UdmgH0AoYC24D/C+R+1tqZ1tqjrbVHd+rUqbHhiYiISDMXExnD9DHTOb336dXHUhNSKassI7cotwkjC1BWlv9NzvNWU15ZTpd2XUIcVJC4dmJb7bmR+ZdXfsnL57/c+Lny8pxnPyul9vXNAKDXtv0ex4zrMw6Ad9e826jQWhRXUsrPSqnd+3eHLpZAjB0LJSWwaFG9Ux3iOjCuzzjmLptLeWV5EwQnInJw8JWUOi4Ij4eAfQSn4uoM4Edr7Q4Aa+0Oa22FtbYSeBpniR7AFqB7jeu6VR0TERGR1m75csh1n2AqLCkkvzi/Vp8YV5PzLYUt6H8VsrL8rkpZnbeaPh36tJwqsD59IDYWfv7Z45CgfS0BJqV2dmlHcRR031TocUyvDr3on9KfdzLfCUaELUNWlvOaHeK7Em9PyR7aP9qex79+PAyB+TBypNPA3kNfqUsHX8qOfTtI/b9UIu6LIOOJDOYsmxPmIEVEWjev/0W31n7T0AcQA/wF+AMQj1MpVQY81Yh4J1Fj6Z4xpuZ/+c4Blld9PA+4yBgTa4zpAfQBvm3EvCIiItISWAujRsHdd7s9PeunWXR4rAN5xXnVx1ITqpJSe1pIUqq4GLZt879SKnc1/VL6hTioIIqKcnr9eElKfbb+Mya8NIG8ojyPY/wSYFKqU0JXSnr3oOfWYq/jJvSdwJLtSyitKG1cfC3FunVOkjTCd7Iwc1cmABnJGSEOyg/t2jk7Bn78sdvThSVO8nFn0U4sluyCbKa8PUWJKRGRIAr6n8yMMUONMe8BC4DjObBsby7Q31p7QwPv2xY4BXi9xuHHjDHLjDFLgdHArQDW2hXAq8AvwAfAjdbaiobMKyIiIi3I5s1OomHlSrenNxZsJD46no5xB5IQrkqpzYWbwxJio23Y4Dz7USlVVlFGVn4WfTv0DW1MwTZ0KCxZ4iQZ3di9fzfvrHmH7ILsxs0TYFIqITaB5KNPIG61590BAe468S62/HYLMZG+e361CllZfi/dW53rLMvs17GZJErHjoUffzzwXqjhngX31DtWVFbEtPnTwhGZiMhBIWhJKWNMH2PMyzgNx0/jQB+pd4Ch1tpLrLVZDb2/tXaftbajtbagxrFLrbWDrLWDrbVnWWu31Tg33Vrby1rbz1r7fsO/MhEREWkxVqxwnteudXs6uyCbtKS0WjvRHZpwKFt/u5VrjrwmHBE23vr1zrMfSamSihLuOvEuTut9WoiDCrIhQ5wlmNu2uT3dPcnp0tDoHfgCTEqtz1/Pmq4xTvKzoMDjuKQ2SQdPQsraA5VSflidtxqDaT5N4MeOdb6Gzz6rd8rT+ysoOz+KiAgQhKSUMSbVGDMTWAFcUHVPA3wBnFCVLFrW2HlEREREfFpetZJ/82ZnmVsdGws2kp6UXutYhIngkIRDiIyIDEeEjZdV9Tc+P5bvtYtpx/2j7+ek9JNCHFSQDR3qPC9Z4vZ0WpKza3LQklIdOvg1/I1Vb3DblmedT375xevYl5e/zImzTqSispUX6+fmwt69/ldK5a0mIzmD2KjYEAfmp2OOgYQEt0v4XO8zf4+LiEjgGpyUMsZ0MMb8BcgErgKicJJRPwFnWGtHWWu/Dk6YIiIiIn5wVUrBgYqiGlyVUnU9+9Oz/G3x30IZWfBkZTnb13fxvZve9r3byS/OD0NQQTZ4sPPsoa9Up/hOxEbGsqlgU+Pmyc2FxESIjvZveFEuq7tUJS9rvtfcsNaycONCvt3Sytuaunbe87NS6qIBF3HXiXeFMKAARUXB6NFum51PHzOd+Oj4Wsfio+OZPmZ6uKITEWn1Ak5KGWPaGmPuBrJweji1wUlGrQEmWmuPstZ+GNwwRURERPywYgW0b+98XGcJn7WW+0fdz6SBk+pd9vaat3n6x6fDEWHjrV/vVEnVWILoyZ8+/RP9/tlMevcEIikJMjI8JqWMMRyTekzjq23y8vxeugdOUmrvoSkQH+8zKXV679OJNJG8s6aV78LnSkr5WSn1q8N+xdVHXh3CgBpg7Fgn2ZtVu9PI5EGTmTlhJoe0c/ZWat+mPTMnzGTyoMlNEaWISKvkd1LKGBNjjJmKk4y6B0jESUZtBq4BBlhrXwtFkCIiIiI+VVY6S6rGjXM+X1e7GbUxhmuPvpbRPUbXuzQ1IbXl7L6XlRVQ/54WtfNeTa5m5x58ceUXPHjyg42bowFJqQ5tU6B/f59JqfZx7enToQ9/XvRnIu6LIOOJjNa5a1sAy0n3le7j5+0/U1JeEuKgAnTKKc7z/Pn1Tk0eNJmtt21lYOeB9O/UXwkpEZEg85mUMo5f4yzT+z+gE04yKhe4DehjrX1Gu9uJiIhIk9q4EfbtgxNPhOTkepVSOftyWLpjKaUVpfUuTU1IZff+3RSVFYUp2Aay9kCllB9W561ueTvvuQwZApmZUBTC16QBSamU+BQYMMBnUmrOsjmsy19HWWUZFkt2QTZT3p7S+hJT69ZBaiq0aeNz6DdbvmHoU0NZuHFhGAILQL9+ztfgpq+Uy8UDL2bRpkVs2L0hfHGJiBwEvCaljDEXAL8ATwPdcZJRe4D7gJ7W2r9aa5vZnzpERETkoORKEgwYAL1710tKzVs9jyH/HsKWwvoVUamJqQBuzzUreXmwZ49flVK79+9m576dLbdSasgQp/rN1by+jrnL5nLkU0dSVlHW8DkCTEr944x/8JdT/+K8x7ZuhXzP/bqmzZ9GWWXt2IrKipg2f1qDw22WsrL8b3Keuxqg+b0njXGW8M2f77zn3Lho4EVMHDCx+VV5iYi0cL4qpV4B+uIko/YDjwM9rLX3WWv3hjo4EREREb/VTEr16lVv+V52QTYGQ7fEbvUuTU1IJSoiipyinHBE2nCupVJ+JKXW5K0BoF/HZpYA8JePHfiKy4r5aftPjVt2GWBSakjXIRx96NEwcKBzYJnnDaY97QzY6B0Dm5t16wJaThofHU9qQmqIg2qAsWNh1y6P77ce7Xvw8vkvN7+EmohIC+dvTykLRAM3AJuNMUWNeOwL3ZcjIiIiB63ly50lOMnJTqXUhg1QdqBSZWPBRg5NOJToyPo7rY3KGEXJH0s4vvvx4Yu3IVw7CvqxfC8tKY2nxj/FManHhDioEMnIcHbG89DsPHNXJgA9/9azYf2aysqgsNDvpFSlrWT2ktmsyl0Fw4dDTAz8738ex7vb5dHb8RapuNipGPO3UipvNX079sX40aQ/7MaOdZ69LOEDWJmzsvlXVIqItCCB7L4XgbPTXjAeIiIiIsG1YoVTJQVOUqqiwukzVSW7IJv05HS3l0ZGRBJhAt6UOPwCaCrdtV1Xphw1hUMSDglxUCFijLOEz03lypxlc/jbN38DaHi/pl27nGc/k1IF+wu48q0r+WDtB841554Lzz/vJGbcmD5mOvHR8bWOxUfHM33MdP9jbO5cSVI/K6XW5K1pvpV7Xbs6FXCffOJxSF5RHoNmDOJf3/0rjIGJiLRuvv7va2OdR3YQHq2sZllERESaXGUlrFx5ICnlqtyo0VdqY8FGr1Uqv/3wtzz1/VOhjLLx1q+HTp2gXTufQxdvXlzdw6fFGjIEli6t1+dn2vxp7C/fX+tYwP2a8vKcZz+TUrlFuQBOo3OAa6+F3bvhNfebT08eNJmZE2aSnnQgEfrImEda1+5triWyflZKzRg3g6nHTg1dPI01dix8+aXHRGPH+I6M7TmWl5a/hLU2zMGJiLROXpNS1toMa22PYD/C9cWJiIjIQWL9eucXyZqVUlArKfWvM//FLcNv8XiLD9Z+wEdZH4UyysbLyvK7KuXad67lto9uC3FAITZkCOzde6Aip0pQ+jW5klIpKX4Nr5eUGjkS+vaFmTM9XjN50GQ2TN1A1s1ZGAw79u3wP76WwFW552dS6tRep3Jst2NDGFAjnXIKlJTAokUeh0waOIkNuzewePPiMAYmItJ6tYA6dREREREfajY5B2cpTnx8rWbnp/c+3esvxKmJqc2/V4yfSalKW0lmXiZ9O/YNQ1Ah5KHZeVD6NTW2UsoYmDIFvvrqwPvPgx7te3BWv7N46oen6lV4tWjr1kFCgl/fw8y8TN5d827z/vpPOgmiorz2lTqn/znERsYyd9ncMAYmItJ6KSklIiIiLZ8rKXD44c6zMU71RlWl1Pa923l3zbsUlhR6vEVqQmrjdnILtfJyp0eWH/2kNhdupri8uPn27/HXgAEQEVGv2XlQ+jU1NikFcPnlTsNzL9VSLjcPv5k9JXv4fuv3/sfY3GVlOT9nfjQu/9/K/zH+pfGUVpSGIbAGatcOjjvOa1+pxNhEJvSbwLw187SET0QkCJSUEhERkZZvxQro3t3Zrc2ld+/qpNQX2V8w/qXxXpd3pSaksm3PNioqK0IdbcNs2uQ0b/ejUsrVS6rFb18fFwf9+tWrlHL1azqkndPEvXPbzsycMDOwfk0BJqXO7X8uP075kdSE1AMHU1LgvPO8Njx3GZ0xmi2/3cKItBH+x9jcrVvn93LS1XmrOaTdISTGJvoe3JROOQV+/PHA+8ONv5zyF5Zet7R57iIoItLCKCklIiIiLd/y5QeW7rn06uVUclRWkr07G/C+vCsjOYNuid3YvX93CANtBFdfJT8qpdbkrQFo+ZVS4Czhq1MpBU5iatVvVmEw3DjsxsAbiOflOVVObdv6NTypTRJHHHIE0ZHRtU9MmeK14bmLMYaO8U4CrLjMewKrRaisdN6TfvaTWp27umUkSceOBWvh0089DklPTiepTVIYgxIRab28JqWMMWmheITrixMREZGDQEUFrFrlbOdeU+/eTtPiLVvYWLCR5DbJXqs0rjnqGjZM3VCdOGh2XE2l/ahMOf/w83nv4vfo2q5riIMKgyFDnGWL+fn1TiXGJnJ4p8P5Zss3gd83L8+pkvKz2uXdNe+67yPkanj+lH87N46bO47L3rwskEibp61bnZ+vACql+nZoAT3Ohg1z+mR5WcIH8PG6jzn5uZNbR4JRRKQJ+aqU2gCsD/IjK8hfg4iIiBzM1q1zfjmuWylVYwe+7ILswJpgN0dZWU4T5m7dfA7t0q4LZ/Q5o3UsL3I1O3dTLQVwbLdjWbx5ceD9fVxJKT89/ePTPPbVY/VPuBqeL1rkVOz5MKDTAN5Y+UZgOwU2R65NBPyolMotymVX8a6WUSkVFQWjR/tMSgF8tuEz3st8LwxBiYi0Xv4u3zNBfoiIiIgER92d91xcvyyvW8fGgo0+k1J7SvZw5pwzeWX5KyEIMgjWr4e0NOeXZh+e/uFplmxfEvqYwmHIEOfZS1JqV/Eu1u5aG9h9A0xK5Rbl1m5yXlMADc9vHHYjFsuM72b4PXez5Krc8yMpldwmmWXXL2PSwEkhDipITjnF+fqyPP8tfXSP0XRp24W5y7ULn4hIY/hKSm2semQH8dHC/ywkIiIizYorKdW/f+3j3btDdDSsXcucc+fw8JiHvd6mbUxbPs76mJ93uE9+NLmsLL+WShWXFXPtO9cyb/W8MAQVBl27QufOHpNSozNGc9eIu2gT1Saw++bmBpyU8ri009Xw/IUXoKjI633Sk9M5+7CzmfnjzJa99GvdOoiMdH7OfIiKiGJg54EcknBIGAILgrFjnWcv1VJREVFMHDCRd9e8S8H+gjAFJiLS+nhNSllrM6y1PYL9CNcXJyIiIgeBFSsgI8PZzr2myEinKfjatQzoPICBnQe6vdwlwkRwSLtD2LJnS+hibYz16/1qcr5211ostnU0OXcZOrTeDnwuvTr0YvqY6XRP8p0cqaUhlVJxHiql4EDD8//+1+e9bj7mZnYV7+Kl5S/5PX+zs24dpKc7iV8f3l3zLs/8+EwYggqSfv0gNdXnEr5JgyZRUlHCG6veCFNgIiKtj3bfExERkZZtxYr6S/dcevemLHMVT33/FFv3bPV5q9TEVLYUNjApVVYGM2bAnj0Nu96bPXsgJ8evSqnVeasB6NuxBTSV9teQIc7rXFbm9vS+0n38sPUH/+9nLeza5XdSqqKygl3Fuzwv34OAGp6flH4Sc86dw4UDLvQ34ubHz8o9gP/89B/+8vVfQhxQEBnjLOGbP9/ZZdCD4anDmTRwEp3bdg5jcCIirYuSUiIiItJylZXB6tVek1JmXRbXvXMd2buzfd4uNSG14ZVSM2bADTfA00837Hpv1q93nv1JSuU6Sak+HfsEP46mMmQIlJY6uyy6Mf3L6Rz7zLH+L4crLITycr+TUhEmgu23b+eWY2/xPCiAhufGGC4edDHtYtp5HdesrVvnVz8pgDV5a1pe5d7YsU7i8qefPA4xxjD3vLmc2efMMAYmItK6KCklIiIiLdfatU6yYqCHpXm9ehG1r5jO+/Br972hXYeSkZwReBy7d8P99zsfv/124Nf74kpK+bF8b3XealITUlt2wqMuP3bgK68s58dtP/p3v7w859nPpJQxhs5tO9MhroP3gQE0PAd4/ufn+d1Hv/NrbLNSUOB8D/1ISlVUVrB219qWl5QaM8Z59mMXvtyiXJbtWBbigEREWiclpURERKTl8rTznkvv3gD02x3pV5PlP570R96f/H7gcTzyiPNL+rhx8OWXkJ8f+D28ce0C5kel1FPjn+LLK78M7vxNrV8/iI31mJQanjocgG+2fOPf/QJMSq3dtZZ7PruHjQU+9usJoOE5wMqclTy++HHf962pstJJgjalAN6P2QXZlFaU0i+lhSWlunZ1kt1+JKVOe/E0prwzJQxBiYi0Ph6TUsaYW40xAW5jEhhjTBtjzK2hnENERERasRUrnGVThx3m/nxVUmpYUXsiTIj+FpedDU88AZdeCn/6E1RUwPueE1tzls0h44kMIu6LIOOJDOYsm+N7jvXrISEBOvio1AHiouPo0b6V7SsTFeUkCDw0O+/SrgsZyRks3rzYv/sFmJRavnM5939xP7lFub4Huxqev/aaz6HXD7seg+HJ7570Kw4AnnzS2fEu149YQsWVlPKjUmrdrnUALa9SCpy+Ul9+CcXel4VeePiFLN68mKz8rDAFJiLSenj7v7P/A9YZY242xsQGc1JjTKwxZiqQBbSgrociIiLSrKxY4VRrxMe7P5+RQYWBwfva+nW7ZTuWMfDJgXyR/YX/Mfzxj87zgw/CsGHQpQvMm+d26Jxlc5jy9hSyC7KxWLILspny9hTfiSlXU2ljvA7bVbyL2z68rXUuJRoyxKmUstbt6WO7HRuypFRekTPea6NzF1fDcz+W8KUlpXFO/3N4+senKSrzXVkFwJw5sHcvvP66f+NDYZ2TaPKnUuqUXqeQ//t8hqUOC3FQITB2LJSUwFdfeR120cCLAHh5+cvhiEpEpFXxlpTaChwC/BXYYox50hhzQmMmM8acYIz5d9W9/w/oWvWxiIiISOC87bwHTn+ftDTOjznCr9vFRcexImcF6/PX+zf/jz/Ciy/C1KmQlgYRETB+vFMpVVpab/i0+dPqJR+KyoqYNn+a93mysvzqJ7Vi5woeX/w4mws3+xd/SzJkiLMD4bZtbk/fcfwdvHrBq1gPSataXEmpFD+STFBdIeVXUiqAhucANx9zM7uKdzF32Vzf996yBRZXJd5eecX3+FBZt8753iUm+jU8uU0yMZExIQ4qBE46CaKjfS7hS09Op0+HPtyz4J7AKiBFRMRrUqof8BhQAnQArgW+MMasN8bMMsZcb4w50hjj9k+Pxph2xpijjDE3GGNmG2PWA18A1wDtgf3AI1XziIiIiASmtBTWrPGelAIie/ehbbZ/fwNLTUgF8G8HPmvh9tudaps//OHA8bPOcnZ3+7J+XydPvYO89hSy1lm+50dVypq8NQAtr3+PP3w0Oz/ikCM4ttuxGB/VZICTlDIG2rf3a+rcolzio+OJj/ZQkVdXAA3PR6SNYGTaSKZ9Os13QuOtt5zn88+HBQtg+3b/4gk2V+WeH+7//H6e/iEEO1KGQ7t2cNxxPpNSc5bNYcPuDZRXlgdWASkiIp6TUtbafdbaO4HewJNAMWCAdOAy4J/Ad0ChMWa/MWabMWaNMWa7MaYEKAC+Bf4BXFp1nQGKgL8Dva21d1lr/axVFhEREakhMxPKy70mpXbu28m3cbsoX7vGr1vGRcfRvk17thT6kZR67z347DO45x5ISjpwfOxYaNPG7RI+T83Wve4MuH077N/vVxJgdd5qYiJjSE9K9zm2xRk82Hn2kJQCmLd6Hu+uedf3vfLyIDkZIiP9mjqvOM+/KikXV8Pz55/32fB87vK5fLftO3bu2+k7ofH6607T9/vucxqe//e//scUTOvW+dVPCmDmDzP5apP35W/N2tixTkWklx5e0+ZPo6yyrNYxvyogRUTE9+571tqt1trfAN2B3wI/4iSXaj5igC5AL6AzEO1mzA/AVKCbtXaqtdZ97bWIiIiIP1xLowYO9DhkVe4qXi35iahdu/3eES81MdV3pVR5Odxxh9NI/dpra5+Lj3d+kZ03r1b/o9KKUmIj67fpjI+OZ/qY6Z7nWl+1lNCP5Xtr8tbQu0NvIiP8S7a0KMnJkJ7usdk5wENfPsRjix7zfa+8PL/7SQE8c9YzLL/e91K8Wq69FgoKfDY893tJ565dTnXUuefC4Yc77/umWMJXVgYbN/qVlNpbupcte7bQt2PfMAQWIuPGOT/HV1zhseF5gyogRUQE8CMp5WKtzbfWPmGtPRpIA64CZgKLgC04lVS26nkL8BXwFPBroLu1dpi19u/W2oIgfw0iIiJyMFqxwunh1M/zUrWNBRtZ59qwztWc2YfTe53OwM6eE10AzJoFv/wCjz7qLNOq66yzYMOGWj2F7l1wL+t3r2fq8KmkJTqVUe1i2jFzwkwmD5rseS7XTmd+VErlFOW0zF3O/DV0qNdKqWO7Hcv3W7+nvLLc+30CTEoZY0iITfB7POD0I+rXz+cSPr8TGm+/7ezseM45zucTJ8LChbA5zP3DNm504ghkOWlLfk8eeaTzGr73Hpx+urM0tw5PlY5eKyBFRAQIIClVk7V2s7V2lrX2OmvtCGttd2ttW2ttVNVzd2vtidba6621s621ftTAi4iIiARgxQqnUqlNG49DsndnszbApNSfT/0zD578oOcBe/fCn/4EJ5xwIEFQ1/jxzvPbbwOwYMMCHln4CFcfcTV/Pf2vZN+azfi+4+nStov3hBQcqJTKyPAZ+1e//oqXz2/FO4ANGeL0EfOwJG546nCKyopYvtNHVVOASak/fPKHwHdW87Phud8JjTfegG7d4Oijnc8nTnSefVRiBZ0rSepHpdTq3NVAK+hxds018NJLzmt58sn1lvJNHzO9Xr8xnxWQIiICNDApJSIiItLkfO28h1Ntsie1qhfQ2rXBmfcvf4EdO+DPf3YSD+4ccggMGwbz5lFSXsLlb15On459eOL0J6qHnN7rdNpEtSG/2MeywqwsOPRQr8m3mlrkLmf+GjLE6aXkIclzbLdjAVi8ebH3+wSYlPr3D/9m0aZFfo+vdtllTiXdv//tcYi7hEZcVFzthMbevfDhh87SPdd7rk8fOOKI8C/hcyV3/aiUKiwpJCk2iV7t/es/1axNnOg0ml+xwqmC23Lgb+6TB01m5oSZ1b3cDIZ/nfkv3wlnERFRUkpERERaoJISJ8nkIym1be82OnXOcJJEfialXl3xKsmPJLOpYJObG25zklEXXODsyuXNWWfBN98Qm5vP7F/NZu65c2kbc2DT4huG3cDyG5bTPs7HDnB+7nS2cONCJv53IpsLw7ycK5x87MCXkZxB57ad+Xm75yV+QEBJqbKKMnbv3x1Yo3OXlBQnmfHcc26XfUHthIbBSTid1uu02gmNDz5wmt3XrcybOBG++eZANV04rFsHsbFOotSHa4++lvzf5xMXHReGwMLgzDOd5ODmzTBiRK1/UyYPmsyGqRv48JIPsVgSYxObMFARkZZDSSkRERFpeVavdvra+EhKvXXRWyy4fIGzzM/P5Xtto9tSUFLgvtn53Xc7jZ4fftj3jc46y3l+911G9xjNUYceVeu0qap4qbSV3u+zfr1fTc6/3fItr654lbioVpIAcCcjAxISPDY7N8bw83U/8+S4J/+fvfsOj6pKHzj+vZMeIAkk1FR6l94EAQmggBSxgMauv6y9rLoWXFl1cXdlVVw7lrUQy6ogTWxgl26AEHoLnSSQDCU9Ob8/TgZIMuXOJJP6fp5nnkvuPfeeNxh18s573uP4Gfn5uvLIZFLqRO4JAM+SUgD33KPne/99h0NsCY2SmSVM7TqV0MDQsgMWLNAJrmHDyp63LeH73/88i80TtiSpxdyvEYajasK6avhwvevmqVNw0UWQklLm8qi2o2jVuBXzNs2roQCFEKJukaSUEEIIIeqe1FR9dJGUMgxDVyd16GC6UioyJBKAQyfLJaVSU+Hdd+HOO03109kVGURamEHah684HPNu8ru0fr41uYX2d/UiP19XZZhsKh0eFE54sPllaXWOxaKX8Dlpdt6qcSvniZDjx/XRZFIqM0f3D/I4KTVgAAwcCK+8opceuvDJFZ/w3pT3zp0oKIAlS3SS09e37OC4OBg0qHqX8O3ebernUSnFqPdHkbQpqRqCqmb9+sHPP+ufxxEjYNW55aK+Fl8eHPIgAyMH1mCAQghRd0hSSgghhBB1z+bN4OMDnRxvNZ+dl82NX96oewG1b6+X3p054/LRkU1Kk1LlK6X+8hddpfPXv7p8RmFxIQkLruObrn5Er9nmcCv5yCaRpJ9J58d9P9p/0P79ejt6E5VS249vp1O447+PeqNXL9i0yWGC5/Cpw9y88GZ+2/+b/fvdTEqdKjhFsF+w50kp0NVSO3bA99+7HOrn4wfAnqw9ehfBFSv00r+pU+3fMG0aJCfDzp2ex2eWUrpSykRS9vCpw/yw7wey87K9H1dN6NZN737YrBmMHg3Ll5+99NCFD/HosEdrMDghhKg7JCklhBBCiLonNVUnpAICHA7Zm7WXDzZ+wNHTR3WlFJzbOcyJiOAI/H38y1ZKLV+ut4SfMcNUMuPpn55mzaE1dL75L1hy88r8wnq+EXEjCPINYtmuZfYfZIvXRGXK9sztdX+XMzN69dJLpxz0UWrs35j3N7zP93scJIDcTEoNjhrMmcfPcHHcxZ5Eq111FbRooaulTFh9cDUdX+7I/K3zYf58aNwY4uMdPxuqp1oqM1P/3Zv5eTxeT3bec6ZtW/jlF30cPx6+/PLspfyifMfJZiGEEGdJUkoIIYQQdY+JnffSrGkAekcsW2WHiSV8hmHwp35/oner3vpESQk8/DDExuqKFweSUpKImxOH5SkLf//l7wyPGc6IG/+qq6sWLbJ7T6BvICPjRvL1rq/tP9REUiopJYnYObEcOX2EhdsWkpRSD5dLnc9Fs/OQgBC6Ne/G6kOr7d/vZlLKplK9kQICIDFRL8MzkRjt36Y/7Zu25/lfn0MtXAgTJjjefTEqSvea+uQTz+Mzy9aXzUSl1I7jOwDoHF6Pk1KgN1H46Sf9c3nllboROvDiqhe5+P2LSctOq9n4hBCilpOklBBCCCHqltxc/cuxi6TUfut+AGJCY9xKSgH8Z9x/uKbnNfqLL77Qy6OefdZhYiApJYnExYmkWdNQKADWHl5L0vbP4NJLYfFih8vNxnUYx84TO9l9wk4j9r17dUKjdWun89q+16y8LBIXJ9bvxFSPHrqXj4Nm56Crm1YdXIVSquJFN5NSn27+lBsW3EBxSbEHwZ7n9tt13K85acJeysfiw4NDHsR/9XqM9HTHS/dspk/XiVpbrzVvcbNyL9gv+GyPtnqtWTO9NLNJE92UHpjWXTeh/yjlo5qMTAghaj1JSgkhhBCibtm2Tfe2cVUplZ1GkG+Q7gXUtKlOQpjcgQ8gpzBH/yEpSVejTJ/ucOyM5TPOjS+VW5TLjOUzdIPqo0dh3Tq7907sPJFHhz5KgG+5pYhFpf2EnOx0Zm/enMIcPW99FRSkl246aXY+OGowWXlZ7Dxhp8+Sm0mpVQdXsWDbAnwsPp5Ee05kpE4uvfMO5OS4HH5DrxtI2BVEgZ8Fxo1zPvjKK/XPiLeX8Nn+/THR46xZUDMuaX8JFqOB/LrRpIn+d3W/ThC3bdqWodFD+XDTh/aTo0IIIQBJSgkhhBCirjG5815RSRFdIrqcW3bVvr3pSqnHvn+MiOciUCdPwtdfwxVXOEwMwbmqLLvnx4/XTdkXL7Y7Ji4sjn+M/gdRIVFlL/zjH7B+ve5j5cm89Vnv3i6TUl0iupBxJqPixePHdcVbcLCpqY7nHq9ck/Pz3XMPZGfrRKcLQb6BTN8RwHft4KjhokF/y5YwcqROSpUmQM5fTho3J65qqud27NDJtaAgl0P/OuKvzJ82v/Jz1iUxMWeTUgDXXXAdWzO3suHohpqLSQghajlJSgkhhBCibklNBT8/6NjR6bCXxr3EH3/649yJDh1MJ6WaN2pOblEuZ778H+Tn60oUJ2JCYxyfb9YMhg512FcKdFPk7/d8T15Rnj6xahU89RQkJOiXJ/PWZ716QVoaZGXZvdyjRQ+23rWVoTFDK148fhwizCeZMnMyqy4pNWwYXHCBbnjuqnpmwwbCjmUz9N7ZtGrcyvWzp03TSaMNGyosJ02zplV+Wedbb+lk2vDhnj+jvouN1T+Xpf9sr+p2FX4WPxbvsJ+QFkIIIUkpIYQQQtQ1tp33/Pzcu69DBzhwQCeZXIhsovvgFP/vU93P6cILnY5/5uJnKpwL9gtmVvws/cWkSbBpk/6F1Y4Ve1cw5sMx/Jz2M5w8qRNRUVHw6qtO550VPwsfo+yysjLz1le2ZuebNjkd5rCnlBtNzqs0KWUYulpq0ya9a5sz8+eDxULY1TcAuvLPqalTdUXep59W/bLOf/9bN2q/9FJ4+22nQ5NSkmjzfBuMpwxa/rtl/e5vVl5MDJw+ravhgPDgcFLuSOGvw/9as3EJIUQt5rWklGEY3Q3DSDQM407DMOx8TCWEEEII4YHNm3WzayfyivIY9f4oFm0/rzqpfXvdbHzfPpdTRIZE0igfGn//s8ulewCtm+hG5BHBERgYxIbGMnfiXBJ6llY5TZqkjw6W8I2IG0GATwDLdi6De+/VMc6bB6GhTucdGj2UElVCE/8m9uetr3r10kcnS/je3/A+bV5oUyE5425SqrF/Y+JC4zwI0oFrr9U9zl5+2fm4+fNhxAiKmoUR/0G864RSRASMHg2ffsp+Bzu+ub2sUyl44gm9++TVV8OXXzpd9mir0Dpy+ggA6WfS63/j/fPFlFYonreEr3NE58rt3CiEEPWc20kpwzDaGIbxQunrAgdj3gA2Aa8DLwM/G4bxg2EYTSsXrhBCCCEatDNn9I50LvpJHbAe4Id9P5Cdl33uZIcO+mii2Xlkk0jG7QKf/AKXS/cAPk75mCb+Tdh//35KZpaw7/59ZRNDHTtC584Ol/AF+wUzMm6k7gn0/vu6j9SwYS7nfWnVS/hYfEi9M9X+vPVVq1bQvLnTHfiaBTXj6Omj/HHkj7IX3ExKrbhxBa9f9rqHgdoRHAy33qp3aTt40P6Y7dthyxa4/HJ8Lb5EBEfwxvo3OJl/0vmzp0+Hffvof8j+ZbeWdZaU6KquWbPgttvgo4/A39/pLQ2y8f75YmP1sVxF5CPfPcKfv/lzDQQkhBC1nyeVUtcA9wP/B+wpf9EwjHuBRMAo9xoO/M/TQIUQQggh2LpVH13tvGfVvxTGhsaeO9m+vT6a6CvVpkkbnkjvTGFEU5fJIaUUqRmpXN71coL8nDSAnjQJfvxRL8+z4+rGg3nykyPk9e8DTz7pMkaAJ4Y/wedXfU50aLSp8fWGYbhsdj4oahAAqw+uLnvBzaSUV9xxh076vPGG/esLFujjlCkAPHzhw5zMP8lb699y+MiC4gIeCPyJfB+4a28EQb5lfxYDfQPNL+ssKoIbb9TLRx96CObO1UsDXWiwjfdt7FRKgW6W//Yfb1es2hNCCOFRUsrW3fAHpdTp8y8YhuELPF76ZT7wb+BuYC06MTXKMIzxHsYqhBBCiIbO5M57tl+Cy1SGtGgBjRubSkoFFBTTa91B/K6c5vKXccMwWHnrSl4b/5rzh06aBIWF8M03Fa8VFzN99jJ8S2D+jMvB19dljKB71kzuMtnU2HqnVy+9lLOw0O7lFo1a0DasLasOrTp3sqQETpwwnZRKP5NO/AfxfLf7u6qI+Jx27eCyy3Syx16PswULYMAAiNbJxv5t+jMybiRzVs+hsNj+9/vMT88wZ/t77B7QgRu2BfDWZW8SGxqLgYHFsNAsqBlTu0x1HVtenq4OnDdPV0k995xOAppQYQfJUvW+8b5N8+YQEFAhKZXQM4FTBadYvF0angshRHmeJKXaAQpYbefaKKBF6fXblVJ/UUq9BlwM2AqJr/UkUCGEEEIIUlP1EiJb1ZMDadlpGBhEhkSeO2kYegmfieV7fPMNnDlDxrgRLoeWqBIMw6CRfyPnA4cM0ckQe0v4Zs8m+Pc1ZP5rJtMmPV7xejlnCs4w9sOx/Lr/V5dj661evaCgQC91c2Bw1GBWHTwvKWW16sSUyaTU0dNHWbF3hetlc5645x7IyID/lVtIcPAgrFmjG5ef5+ELH+bgyYN8mvppmfMlqkRfH/owC6cvpNvdf8M4dIiEU23Zd/8+SmaWsCxhGYdPHeYv3/3FeUynTsGECbBwod4h8PHHTSekAP4x+h8E+gaWOdcgGu/bWCy6Wqrc8r0RcSOIColiXsq8GgpMCCFqL0+SUrbtR/bZuTaq9HgSONvRUCmVA3yErpbq78GcQgghhGjAklKSiJsTx9IvZ7M1QpG09VOn45sENGFYzDD8fcr1wGnf3lSlFJ9/jrWxH+MO/tPpsNMFp4l5MYZ5m0z8sunjo3/hX7pUL4+yWbsW/vpXuPpq2t43Ex+L62VS7yS/w3d7vsOgATdQtu3A52QJ3xVdr+CaHtecqy46flwfTSalMnMy9fBgLyz3i4/XfcZeeaXs+S+/1MfLLy9z+tIOl3Jbn9t4fPnjWJ6yEDcnjsTFiQx7dxg5hTmEBIQwqfMkXZEXGKj7k5Ua234s9w+6n1fXvsrWjK324zlxAsaMgZ9+gg8+gLvuMv2tFJUUMX/rfK7tcS1vT3r7bIVWg2m8f76YmAqVUhbDwjU9ruHrXV+TcSajhgITQojayZOkVLPSo71F0UPRVVIrlFLl9621fYwViRBCCCGESbYdvdKsaXRPh+RmhS539Hrowof4+eafK17o0EE3Si8udjxhXh4sXsymC9uz/8xhp7Et2r6IQ6cOmV+eNGkSZGXBb7/pr0+fhoQE3bj7jTfIyMnknq/u4fcDvzt8RGFxIc+vfJ6h0UMZGtOANzju3FkvlVq3zuGQK7pdwXNjnsPPx0+f8DApFREc4WKkBywWuPtuXRW1Zs258/PnQ7du+vs7z8ebP+ajzR9x4OQBFIo0axpv/fEWJ/NPkl903hLAJk108vPzz8v8nP9j9D9YceMKujbvWjGWI0dgxAhITtb3XX+9W9/KEyue4Ir/XcEv+38hoWfC2QqtBtN4/3yxsRWSUgA39LqB2/rcRkFxQQ0EJYQQtZcnSSnbf0nL7FFsGEYg56qg7NWSW0uPAR7MKYQQQogGyrajV+N8iLPC5haV2NGrQwfdg+jAAcdjvvsOTp1i/+gBZORklP2Fv5yPN39MVEgUw2Jc75QHwNixevnh4tLeMg88oCu3PvwQmjYl2C+YuX/M5YstXzh8xKepn7Lfup9Hhj5ibs76ys8Phg/XlWdKORyWV5THAWvpP+9MnWSqFUkpgBtu0H3OXn65dMJM+PnnCkv3wP7OdgCnCk7RNKjcBtfTpsHRo/pZpQJ9A/UOj8Dm9M2o48f10sFbboELLtDJ2q++Ottc3awFWxfwr9/+xZ/6/YnhscNd31DfxcToJF9B2eRTjxY9eP2y18suKRZCCOFRUsrWG6pPufOjOZdwsvfxXljp8bSda0IIIYQQdtmalncrXfWS2qLs+fJKVAndXu3G3PVzK140swPf559D06bkD9dVSEdOH7E77ETuCb7Z9Q3Tuk/DYph8S9WkCVx8se7ZM38+vP02PPIIjBwJQCP/RoyIHcGyXcvs3q6U4rnfnqNb825M6DTB3Jz12ZQpsHMnbNvmcMiYD8eQML+0WsfNSqlgv2C6N+9OeJCXdusLCYGbbtLJoWPHdLKyuLjC0j1w/PN+NuF2vgkToFEj+OSTc+eKi2HNGg4+lMjJ/j1RLZrr5NWCBfpn8qef9JJCN+w4voMbv7yRAW0G8NKlL7l1b70VE6OTpAcPVriklGLVwVUcPuW8AlMIIRoST5JSq9C9oa4zDKM9gGEYPsBDpdezAXt11LZa4QayJ6wQQgghqoJtaVz3dP11anN9dFRxcOz0MbZmbqWopHwnAXSlFDhOShUU6ITR5Mm0CY8F4NDJQ3aHfrHlCwpLCrmmxzXmvhGbSZP0/DfeCP37w1NPlbk8rsM4tmZuJS07rcKtxaqYuwfezbOjnjWfCKvPJk3Sx4ULHQ7p37o/6w6v032l3ExK3dT7Jjbfufnc8j9vuOsu/XP31ls6URkbC33Kf/breAc7u+eDg2HiRPjiC3j/fbjmGr375KBBRL7wNs38Q/nHCAv7ln50rtl6v35uhV1UUsSV/7sSfx9/Pr/6cwJ8ZTEEoP/5QYVm5wCHTx3mwncu5O0/3q7moIQQovby5N3Mf0uPYcBawzAWABuB4eh+UvOUUvYaNVxUej3FgzmFEEII0UDNip+Fj+FD9wzI9YW9pSuV8ovy2ZZZsULGVlFi95f1yEjdh8jRDnzLl+sd2q68kl4te/HyuJeJDYu1O3Rw1GBmjphJ39Z93fuGJk7Ux5ISSErSy/nOM67jOAC71VK+Fl8S+yUyuctk9+asr6KidDLF1hzcjsKSQnKLcgn4ewAvL/sbJRYDwsKqLUSXunTRDcZfe00vHb38crs73s2Kn0WwX3CZc053tps+XSfhbroJfvgBLrsMPvoIIz2dsA3bmDOuKZcfeI58nPRXc8LX4suz8c/yyZWfmO+p1hDElP5d2OkrFRkSSZeILjzz8zNnm9U7640nhBANgdtJKaXUT8A76GqpMGAS56qgDgPPlL/HMIw4YEDpl795EKcQQgghGqiEngk0DWzKBZkWtkZAdNNY/jbib7Ro1AI/S8UKljSrrlCIDbWTTLJYoF07x5VSn3+ul1SNHk3rJq25e+DdRIVE2R3as2VP/jbybxh2EghORUfDww/rHc46dapwuXN4ZwZFDqrQy2r94fW8suYV8ory3Juvvps8GVav1n18yklKSeLd5HcBUCh8s05yIlCRlPqxqUfftug2/rT4T1Uarl13363jz8+3208K9L8HcyfONb+z3cSJ8PHHunn54cPnKqYiImjVuBXvTnqXDUc38MSKJ9wO99jpYwBc1ukyRrcb7fb99VpU6X8v7CSlklKS2J21m6KSorPN6l1t2iCEEPWdoZw0hnR4k373dS9wG9ABvRPfd8AjSqkKtaqGYcwGHkRXSnVQSu2tTNDe0L9/f7XOye4tQgghhKgZ1jwrYf8Kw/pqKCGXTNRNwdG9oyyGBaUUK/auIL6d7ofz79//zcPfPUz2I9mEBoZWfOCkSbqpc0q54u3CQr0L3vjxZ+fYlrkNi2GhU3jZ5NGKvSvwtfhyUcxF7ielPHT5p5fz076f2P/Afhr7N66WOeuElBTdqPvNNyExscyluDlxZ5OUAJ/+D3odg0ueiGXf/ftcPrrvm31p06QNS65dUtVRl1VcrJeWnjmjk1M+Pt6dr9R9y+7j2OljrDq0iv3W/cSExjArfpbdRFdSShIzls9gv3U/CsX9g+/nxUterJY465zWrXVfr7fLLtMr//NoExtq7udRCCHqKsMw1iul+tu75lEzAqW9pJTqqZQKUkqFK6Wm20tIlXoeaAu0rY0JKSGEEELUXinpKYTkQUiGFbp3P3ve1lNp3qZ5jP5wNH/57i/M2zSPf/36LwB6vdHLfgVC+/Z6+V75D+Z+/BFOnIArrzx7auLHE3nyhycrPOKx5Y9x39f3eTUhpZQ6Wy21LXMbC7ct5K4Bd0lCqrwePaBtW7t9pco3Bw/PheNBjpuGl3c897j3dt47n48PfPqpflVTQgpgYNRAFu9cTJo17Wzlzm2LbuP5359nT9aes7v9vb/hff5v0f+dHQfw5ro3pcLHkZgYu5VSjn7uzP48CiFEfVQtHTKVUkeVUmlKKfkvrhBCCCHcsvHoRi6yfexlpxnzNT2v4a4BdzH799nc9OVNZOZmAjheGtOhA+TmVlzu9dln0LgxXHLJ2VORTSI5dKpso/M9WXtYc2iN+w3O3VBcUkzXV7ueXVo1+7fZBPgGcM+ge7w2Z51lGHoJ3/LlcOpUmUvlex2F50BmsOOm4eVl5mRWT1IKYOBAvQteNZqxfMbZxJNNXlEeD333EO3/054Ve1cA8PB3D5NblFtmXG5RLjOWz6i2WOsUB0kpt5rVCyFEAyHbtgghhBCiVru6+9W8XjAGFRoKI0ZUuO5r8eWV8a/QNLApxeX2WskpzKn4i7O9HfiKimDBAt2HJzDw7OnIkMgKu+99svkTAKb3mF6J78o5H4sPUSFRLNu1jMOnDvPhpg+5pfcttGjUwmtz1mmTJ+t+TN98U+Z0+ebg4blgbezjuDn4eXIKc8gpzKm+pFQNcFah8/6U9+ndqjegk3Pu3t+gxcbqpFS5aky3m9ULIUQDUOmklGEYkYZh3GAYxj8Mw3jDMIx3qiIwIYQQQgiA5gFNif5hPcbEiRV2qjtfdl623fMVfnFu314fz9+B7+efITOzzNI9OFcpdX4Pzo83f8zQ6KFer25o0agFqRmpRL0QhcWw0CG8g1fnq9OGDYNmzSos4bM1B48OiQZ0Uqpfj0scNwc/T15RHmPajaFLRBevhFwbOPoZjg2N5YZeN5xt8i8VPm6KidHVmJllk3m2n8fIJpEAtG7c2nmzeiGEaAA8TkoZhtHCMIyPgL3Af4G/AInATXbGvmYYRoFhGA72XxZCCCGEqKi4pJjPXr9H93pysCuZjelfnGNjdd+e8yulPv8cgoPh0kvLDI0KiaKguOBspcix08c4fOqwV6ukQDeVXrBtAaB3jcsvzueJFU9IDx9HfH3hsstg6VLdsP48CT0T2P/AfoaE9ya4ELp1GWbqkc2CmvHt9d8ypcsULwRcO5it3JEKHzfFlP43x84SvoSeCfx2i96M/KmRT0lCSgjR4HmUlDIMoyOQDEwDfAGj9OXIK6Xj4gzDGOnJnEIIIYRoeHad2MWxD9+gKNC/TK8ne0z/4uznB3Fx5yqlioth/ny9W1Zw2fsndJzAgmkLaOTfCICWjVty5MEj3Nrn1kp9X67MWD6DvKK8MufsLkUU50yeDFlZ8Ouvdi+PCukFQHHTsGoMqnazVe7EhsZiYBAbGmu3csfsOFEqNlYf0+zvARUdGk2ATwA7T+ysxqCEEKJ28nX3BsMw/IAlQOvSUx8C84CO6ORTBUqpLYZhbAG6ApcCP3oSrBBCCCEalo1Hkrl8G5weNYywcgmj8my/INu2rXe2vT3t25+rlPrtNzh2rMLSPYD2zdrTvple7mdbwufv4w9e3iBNdunywNixEBCgl/DZaRg+JKgTAPt9z9DWxOO+2PIFD3/3MCtuXEFcWFzVxlqLJPRMMJVcMjtO4LRSCvTOoe2atmPXiV12rwshREPiSaXUregElAJuV0rdqJT6Djjk/DZ+RFdTDfJgTiGEEEI0QCd+/JrIU9Bo2vWmxif0TGDf/fsomVnCvvv3Of4lukMHnZRSSi/dCwyE8eMrDCsqKeKbXd+wPXM7aw+vpcPLHfjjyB+V+ZZMkR4+HmjcGEaP1kmpcg2mAfr467+7lOLDph53+NRh9mbvpbF/4yoNUzQAzZrpqksHSSmAjuEdpVJKCCHwLClla+jwg1Jqrhv3pZYeO3kwpxBCCCEaoObf/EKhj4HfpClV++D27cFq1Y2Iv/gCxo3TSY1ylFKMSxpHUkoSH6d8zMGTB2nXtF3VxmKH9PDx0OTJsG8fbNpU4VLrfN0k/7IhN5p6VGZOJgYGTQObVmWEoiEwDL2Ez8HyPYCOzTpypuBMmU0UhBCiIfIkKdUTXSX1pZv3HS89yv/ZhRBCCOGaUvRbvZ8tF7SCsLCqfXaH0p3s5s2Dw4ftLt0D8PPxo2Xjlhw4eYBPUz9lXIdxhAVWcSx2SA8fD02cqBMC5XbhAzBOnADAEtHc1KMyczJpGtQUH4uX12qK+ikmxmml1HNjnmPPfXswDGdteYUQov7zJCnVrPR4xM375L+4QgghhDAvJYW4zCLa3fJQ1T/blpR6/nnw99c7tzkQ2SSSj1M+5sjpI1zT45qqj8UB00sRxTmtWsHgwXaTUmTqHRTvWPkEGWcyXD4qMzeTiOCIqo5QNBSxsU6TUhbD403QhRCiXvHkv4bW0mMTN++LKj0edzpKCCGEEAL0jniGQZOrr6v6Z7ctbXV96JDe1S8kxO6wpJQktmRsIb84HwODnMKcqo9FVK3Jk+GPP+DAgbLnjx+nODiINzb/l5UHV7p8TP/W/ZnUaZKXghT1XkwMpKdDbq7dyyfzT3Ll/65k/tb51RyYEELULp4kpfaWHge4ed/o0uNmD+YUQgghRANj/fg9dvdoQ2G4F1b+BwVBVOnnZQ6W7iWlJJG4OJHcIv1LpUJx97K7SUpJqvp4RNWZPFkfFy0qe/74cYyICHwtvqw84Dop9fDQh5k9drYXAhQNgm0HvvLJ0VKN/RuzZMcSVh1cVY1BCSFE7eNJUuo79FK86YZhmHqXaBhGf2AsuhfVNx7MKYQQQoiGZOdOQnek8d+2Vvx8/LwzR4cO4Oen+xDZMWP5jAqVUTmFOcxYPsM78Yiq0aULdO5ccQnf8eNYwiPo3aq3qUopaUAtKiU2Vh8dLOGzGBbaNW0nO/AJIRo8T5JSbwL5QBjwsWEYQc4GG4bRFfgcncg6CbzrwZxCCCGEaEgWLABg78je3pvjjjvgmWegqf3P2PZb7f8y6ei8qEUmT4YffoDs7HPnjh+H8HCGRA1h7eG1FJUUObxdKUXYv8L4+89/936son6yVUo524EvvCM7j0tSSgjRsLmdlFJKHQCeRieZxgBbDcN4BOhlG2MYxnDDMBIMw3gfSAZi0FVSDyqlTlZJ5EIIIYSot9T8L1gXadCm+2DvTXL11fDIIw4vx4TGuHVe1CKTJ0NRESxbdu5caVLqwugLad24NYdOHnJ4+5nCM5zMP0mAT0A1BCvqpchIsFicNjvv0LQDu7N2U6JKqjEwIYSoXTza9kEp9Q/gJXRiKgZ4FpiJTjwB/AB8AFwH+Jeee1opJVVSQgghhHDu0CGM1WuY31nRq1Uv1+O9ZFb8LIL9gsucC/YLZlb8rBqKSJg2aBC0aFF2CV9pUmpa92nsuncXsWGxDm/PzNE79cnue8Jjfn7Qpo3TSqlerXrRo0UPsvOyqy8uIYSoZTzei1Qp9QBwObAJnZxy9EoFJimlnqp0tEIIIYSo/778EoAf+zalV8uaS0ol9Exg7sS5xIbGYmAQGxrL3IlzSeiZUGMxCZN8fHSvsGXLoKAAiov1Ur6ICAzDcHm7JKVElYiJcVopdUOvG1j7f2tpFtSsGoMSQojaxbcyNyulFgILDcO4ALgIiANCgdPAIeAnpdS6ygYphBBCiAZk/nzo2pXfnkut6UhI6JkgSai6asoUeOcd+PFH6NsXlILwcABm/zabL7d/yW+3/Gb3VklKiSoREwNr19Z0FEIIUatVKillo5TahK6YEkIIIYTwXGYm/PQTPPqoqYoWIRyKj4fgYF15Z9sJrTQpZRgGvx/4nfQz6bRo1KLCra0atyKxb6L0DxOVExurk+wlJbq/VDlKKUa+P5L4tvE8OeLJ6o9PCCFqAY+X7wkhhBBCVLnFi6G4mES/r3l97es1HY2oy4KC4JJLYNEineyEs0mpIVFDAFh5YKXdW3u36s2bE98kMiSyWkIV9VRMjF4+euyY3cuGYZCZk8kfR/6o5sCEEKL2qLKklGEYAYZhtDIMQz5SEkIIIYRn5s+nOCaat9R6cotyazoaUddNngyHDsF33+mvS5NS/dr0w8/ix8qD9pNSuYW5FJcUV1eUor6KKf21yNkOfM06sOvErmoKSAghap9KJaUMw+hqGMYbhmHsAXLQfaT22Bk3zTCMxw3DuKUy8wkhhBCiHjt1Cr79loOjB4IBF7S8oKYjEnXdhAl62dR//6u/Lk1KBfoG0rd1X4dJqQe+eYCoF6OqK0pRX9mWjTrZga9js47sztpNiSrxfjxnzsCFF0JSkvfnEkIIkzxOShmG8SS6j9T/oRucn7/jXnmBwN+BNwzDaOnpnEIIIYSox776CgoKWNm/FUCN7rwn6omICLjoonOVKqVJKYBre17L0Oihdm/LzMmkaWDT6ohQ1GcmKqU6NutIXlEeB08e9H48zzwDK1fCJ594fy4hhDDJo6SUYRhPATMBH6AEWAn86uSWT4EzpeMnezKnEEIIIeq5+fOhZUuWNc+mdePWNG/UvKYjEvXB5NK3nr6+EBJy9vS9g+7l2fhn7d6SmZMpO++JygsN1S8nSak+rfswpcsUCosLvRtLaio8/zz4+cFvv+nm60IIUQu4nZQyDKMHMKP0yw1AN6XUUOB5R/copfKA5aVfjnR3TiGEEELUc3l5sHQpTJlCXHh7ruh6RU1HJOoLW1KqWTMot6NjQXEBmTmZFW6RpJSoMjExTpfvDYwcyIJpC2jfrL33YlAK7rxTJ2WffRaysmDbNu/NJ4QQbvCkUurO0vuygEuUUjtN3rcOvbSvpwdzCiGEEKI+++473e9k6lSeuvgpXh7/ck1HJOqLdu2gRw+9lK+c7q91595l91Y4L0kpUWViYpxWStl4tbH+vHnw88/wz3/ClCn63K/OFrkIIUT18fXgnosBBbynlMpw4z7bf42la6QQQgghypo/H8LCKBo+DB+lMAx7LSqF8NDcubqRfjm9W/W22+z83kH30rOFfI4qqkBsrO7j5MSo90cRGhjKgmkLqn7+rCx46CEYNAhuvVVXC7ZsqZNSiYlVP58QQrjJk0qpyNLjejfvO116bOTBnEIIIYSorwoLYdEimDiRj7Z/TrPnmpGW7Xi5ixBuGzIExo6teDpqCPuy93Hk1JEy5x+/6HEmdp5YXdGJ+iwmBk6cgNOnHQ4JCQhhx/Ed3pn/iScgMxNef13vRGkYMHSo7islhBC1gCdJKZ/So7s1pqGlx4ofUwkhhBCi4fr5Z/1L29SpbDy6kdzCXCJDIl3fJ0QlDYkaAlCmWiq/KJ/Dpw57v/G0aBhM7sC3+8RuSlQVNx9ft04no+6+G/r0OXd+2DDYsweOHHF8rxBCVBNPklLHSo+xbt5n29f5kAdzCiGEEKK+mj8fgoNh7Fg2HttIjxY98LV40mFACPf0bd0Xfx9/Vh44l5TacHQDkS9E8t2e72owMlFvxJb+yuQkKdWhWQfyi/M5ePJg1c1bXAx33KGX6j39dNlrQ4fqo1RLCSFqAU+SUmvQDcsvM3uDYRh+wFXoXlTSVU8IIYQQWkkJLFgA48ahgoLYeGwjvVr2cn2fEFUgwDeA1ye8zrQe086es+3GJ43ORZWwVUo52YGvY3hHAHad2FV18775pq6UeuEFCA0te61PHwgKkmbnQohawZOPIb8ArgaGGYYxVSk138Q9/wJao5NSH3swpxBCCCHqE6Vg716dkDpyBKZO5ejpo2TmZNKrlSSlRPW5pc8tZb6WpJSoUq1bg6+v00qp7s27c8/Ae2jRqEXVzHnsGDz+OMTHw/TpFa/7+cHgwZKUEkLUCp5USn0ObERXS80zDONOwzD87Q00DKOdYRjzgPvQCanlSqlfPI5WCCGEEHVTURH88Qf85z9w9dUQGQnt2+tdoTp2hAkTMAyDR4c+ysi4kTUdrWhAcgtzWbZzGfutOmkgSSlRpXx8ICrKaaVUy8Yt+c+4/9CjRY+qmfPhhyEnB159VTc2t2foUNiwwW4D9qSUJOLmxGF5ykLcnDiSUpKqJi4hhLDD7UoppZQyDONKYBUQDrwMzALOdsozDOMHIApoZzsFHASur2zAQgghhKgDCgr0p/C218qV5375iY2FUaN0s91hw6BbN7BYaEUo/xj9j5qNWzQ4J3JPMP6j8cy5ZA73Db6PzJxM/Cx+NPFvUtOhifoiJsZppRRAQXEBmTmZtGnSpnJz/fQTfPghzJgBnTs7HjdsmO47tXq1rqgqlZSSROLiRHIKcwBIs6aRuDgRgISeCZWLTQgh7PCkUgql1G5gMJCMTjiFAp3R1VAAw9EJKaP0tRa4UCl1rOLThBBCCFHv3Hef/kXnb3+D9HS48Ub4+GP9i9m+fTBvHtx+O/ToobcpB3af2M2ZgjM1GrZoeCJDIokOiT67A9/4juP599h/YziqMBHCXSaSUtM+n8aYD8eUPXn6NKxYAbm55uYpKIA774S4OL18z5nBg3UVVblm5zOWzzibkLLJKcxhxvIZ5mIQQgg3eby1jVJqt2EY/YEp6Aqoi9CVUzangZ+B94HPlVKqwkOEEEIIUT/t2wfdu+tfeMo32XVg8ieTadu0LYuvWezd2IQoZ0j0kLNJqYtiL+Ki2ItqOCJRr8TG6qR8UZHuL2VHh6YdWLZzGSWqBItRWjfw9NMwe7benfSSS2DyZLjsMggPt/sM5syBLVtg8WJ9jzOhoXDBBRX6StmWsZbn6LwQQlSWR5VSNkpboJSaqpRqDjRBL9sLU0qFKKUuU0p9JgkpIYQQooGxWnWDX5MJqbyiPLZlbpOd90SNGBI1hP3W/Rw6eYhtmds4fOpwTYck6pOYGL1U7sgRh0M6hnckvzifgycP6hNKweefw8CBcPPNsGYN3HQTtGwJF18ML72kk/82+/fDU0+dS1yZMWyYXlpdVHT2VOvGre1/C6Ex5p4phBBuqlRSqjyl1Bml1GGl1MmqfK4QQggh6hir1XRCCmBLxhaKVbEkpUSNGBI1BICVB1cy9dOp3P/1/TUbkKhfYmP10ckSvg7NOgCw8/hOfWLjRr1D6f/9H7zyChw4AGvXwqOPQkYG3H8/tG0LffroZNSf/qQTWS+9ZD6uoUP1EsGUFED3VytSRRWGBfsFMyt+lvnnCiGEG6o0KSWEEEIIAbidlNp4dCMAvVpJUkpUvz6t+7Dx9o1c3uVyMnMyCQ9ysDxKCE/ElFYZOdmBr2OzjgDsOrFLn5g/X/fbmzRJf20Y0L8//P3vsHkz7Nihl/Y1aqSTUl9/DU8+eS4BZsawYfr4668opbj6s6vJzstm5oiZxIaee86fB/9ZmpwLIbzG455SNobuAjmg9NUGaIzuJ3UY3eB8rSzfE0IIIRoYd5NSxzYS7BdM+6btvRiUEPb5+/hzQcsLKFElHM89TkRwRE2HJOoTW1LKSaVUZEgks8fM5sLoC/WJ+fPhoougRQv7N3TsCA89pF/HjsH69brvlDuio/Xr118x7rmH2/vfzs29bybhggT+NvJv5BTmEPVCFDtO7HDvuUII4QaPk1KGYViA+4D70X2kHDlgGMYc4D9KqRJP5xNCCCFEHVFUpJeEuJGUurn3zQyJGoKPxceLgQnh2PrD6/n3yn9TokokKSWqVqNGujm5k6SUxbDw0IUP6S+2b4fUVPNL8Vq2hPHjPYtt2DCKf/wBH6W4stuVZS4F+wVzS59beGn1Sxw6eYjIkEjP5hBCCCc8Wr5nGEYz4Ffg3+iElOHkFQ08D/xqGEbTKohZCCGEELXZydLWkm4kpXq16sW0HtO8FJAQrqVZ0/hk8ycAkpQSVS8mxunyPYCjp4/y+4HfYcECfeLyy70e1pbOzfA5cpSff/7Q7vU7+t9BcUkxc9fP9XosQoiGye2kVGmF1DJgMDrpVAJ8BTwETAHGlB4fApYCxaXjBgFfld4vhBBCiPrKatVHk0mpE7knmL91Plm5WV4MSgjnjpw6tzPaI98/QlJKUg1GI+qdmBinlVIAz//+PKPeH4VasAAGDNBL67xoW+Y2Ek+8D8DAfYV2x7Rv1p77B99P1+ZdvRqLEKLh8iRBlIjuH6WAVKC3UuoypdQLSqlFSqnlpccXlFITgd7AZnRiaiDwf1UUuxBCCCFqIzeTUr8f+J0r/ncFqRmpXgxKCMeSUpL4y/d/Ofv1oVOHSFycKIkpUXViY10mpTqGd6T5iXyMNWtg6lSvhnM85ziXfXQZuyODKGnShMBV6xyOfeGSF5jeY7pX4xFCNFyeJKWuKz1mAhcrpZy+g1RKbQHigYzSU9d7MKcQQggh6go3k1Kbjm0C4IKWF3grIiGcmrF8BjmFOWXO5RTmMGP5jBqKSNQ7MTF6aXN2tsMhHZp1YMq20i+8kJRKSkkibk4clqcsRL4Qyb7sfcy/ZiGWCy+EX391eu/J/JN8uvnTKo9JCFHR+f+uxs2Jq/cfkHiSlOqKrpJ6WymVaeYGpVQG8Da6WqqbB3MKIYQQoq6wJaXCwkwN33hsI23D2hISEOK9mIRwYr/VfgWLo/NCuM3EDnwdm3Vk6lY40a4NdOpUpdMnpSSRuDiRNGsaCkV+cT4+Fh/2ZO+BYcN0Y/Usx0uo3/njHaZ/MZ0NRzdUaVxCiLLK/7uaZk2r95W7niSlAkqPm9y8zzbez4M5hRBCCFFXuFkptfHoRnq16uXFgIRwLiY0xq3zQrgtNlYfnSSlIvP9GZ4G6wdX/c+dvWrAguICXQ04bBgoBStXOrz/pt43EeQbxKtrXq3y2IQQ5zTEyl1PklIHS4/Bbt5nG3/Q6SghhBBC1G0mk1JJKUnEvBjD9uPb+WHvD/X6U0BRu82Kn0WwX9m3tsF+wcyKn1VDEYl6x1Yp5WQHPsviJfgo6HTbI1U+vdNqwIEDwdcXfvvN4f1Ng5qS0DOBpJQk2ZRCCC9qiJW7niSlvkIvwxvr5n2XoJf9feXBnEIIIYSoK0wkpWzl6QdOHtC35FvrfXm6qL0SeiYwd+JcYkNjMTCIDY1l7sS5JPRMqOnQRH3RogX4+ztvdj5/PsTFETtycpVOvS1zG74WX7vXYkJjIDgY+vZ12VfqroF3kVuUy383/LdK4xNCnNMQK3c9SUq9BJwErjIM4zIzNxiGMQG4CrCW3i+EEEKI+io7GwID9S9gDjTE8nRRuyX0TGDf/fsomVnCvvv3SUJKVC2LRVdLOaqUslrh++/JHh/Pexvfp0SVVMm0/03+L/3m9sPfx58An4Ay18pUAw4dCmvWQEGBw2f1btWbodFDpa+UEF5yMv8ko9qOanCVu24npZRSaegE00ngC8Mw/m4YRnN7Yw3DaG4YxjPAF0A2cJVSqv7WnQkhhBBC/3LlYuleQyxPF0I0cDExjiulvvoKCgr4qW8zbl54MwdPVk3Hkx/TfmRg5EC2372ddya/47gacNgwyMuDP/5w+rxvrvuGDy7/oEpiE0KcU1RSxPTPp/Phpg95cviTDapy134dpxOGYbxb+scNwEjgMeAvhmGkAruAHHT/qA5Ad8DnvPEJhmE4+ttUSqlb3Y1HCCGEELWMiaRUTGgMadaKFQP1uTxdCNHAxcbCt9/avzZ/PrRqRcjIS2DebHYe3+nxfw/XHFpDY//GdGvejTcmvIG/jz8+Fh8SeiY4/sV26FB9/PVXGDzY4bMb+TcCwJpnJTTQ3GYWQgjXHvzmQZbtWsabl71JYr9EHhlW9b3laiu3k1LATejeUJx39AUuKH2dzzhvzEgTz5aklBBCCFHXmUhKzYqfReLixDJL+Op7eboQooGLiYHDh/USufOXN+fm6kqpG26gQ0QnAHad2EV8u3hTj01KSWLG8hnst+4nNDAUa56VcR3HsfTapQT5BZmLrWVL6NBBNzt/6CGnQz/f8jnXzb+O1DtTad+svbnnCyEcen3t6/xnzX94YPADJPZLrOlwqp0nPaVAJ5vOf9k75+y8o7FCCCGEqOtMJKVsjaVtfRMaQnm6EKKBi4kBpeDQobLnv/0WcnJg6lQiQyIJ9A1k54mdph5p2zQizZqGQpGdl43FsDC5swfN0ocN05VSSjkdNiRqCEUlRby+7nX35xBClHHk1BEe+OYBJnScwOwxs2s6nBrhSaVU2yqPQgghhBD1h9UKkZEuhyX0TODDjR+SlZfF6ttWV0NgQghRg2Jj9XH/fmh73q9U8+dDWBiMHInFsNC+aXvTSSl7m0YUq2Ke/eVZ9ysuhg2D996DHTugc2eHwyJDIpnadSrvJr/L0xc/XaEpsxDCvNZNWvPNdd/Qp3UffCw+rm+oh9xOSpU2OhdCCCGEsM9q1b9gmZCdl01YoLmxQghRp8WU9og6fwe+wkJYtAgmTQI/PwA+u+ozIoIjTD2ySjeNsPWV+u03p0kpgLsG3MVnWz7j45SPubWvdGARwl2ZOZmsPbSWcR3HMSJuRE2HU6M8Xb4nhBBCCGGfieV7NstvWM7HV3zs5YCEEKIWiI7Wx/N34PvxR8jOhqlTz57q2rwrzRvZ3dy8AkfN0D1qkt65M4SH6yV8LgyPHU6PFj14bd1r7s8jRAOVlJJE3Jw4LE9ZiHohiskfT+bY6WM1HVaNk6SUEEIIIapOURGcOWM6KdXIvxHNgpp5OSghhKgFAgN1Q/Hzk1Lz50NwMIwde/bU7hO7eeanZ0g/k+70cYdPHaZJQBMCfQPLnPd40wjD0NVSJpJShmFwRdcrOHr6KJanLMTNiSMpJcn9OYVoIGz93yZ/k8a37yuKC/IxLAbf7/2+pkOrcZKUEkIIIUTVsVr10URSSinFX777C8v3LPdyUEIIUUvExJxbvldcDAsWwPjxEHRul7z91v08+eOTpBxLcfqoe5bdw64Tu/j7xX8nNjQWA6Pym0YMGwY7d0K684RYUkoSs3+fzeFTh1Eo0qxpJC5OlMSUEA7MWD6Dkak5vPg1jN4L0zdDQXEBM5bPqOnQapzbPaUMw7ihspMqpT6o7DOEEEIIUQu5kZTKK8pj9u+zaRrY1PTW50IIUafFxEBqqv7zqlVw7FiZpXsAHZp1AGDniZ0O/9s4f+t85m+dzz/j/8mDFz7Igxc+WDXxDRumj7/9Bpdf7nCYvQbrOYU5zFg+Q3ZRFcKOgN1pfPQFbGgFAcXw8G8w7wIP+7/VM57svvce4HyfUOcUIEkpIYQQoj5yIymVnZcNQNOgpl4MSAghapHYWFi2DJTSS/f8/WHChDJDIkMiCfQNZNeJXXYfkZ2Xzd1f3U3vVr3585A/V218fftCQIDLpFSVNlgXor47eZIln/lR4FPI5dPh4r3w3kIYuxu29/Og/1s94+nyPaOSLyGEEELURx4kpWT3PSFEgxETAzk5cPy4TkqNHg0hIWWGWAwL7Zu2Z+eJnXYfMfu32aSfSeedSe/g5+NXtfEFBMDAgS77SlVpg3Uh6rOSErjxRtpnFnPDNQHsD4OPesKhJvDoSotn/d/qGU8qpW42McYCRACDgIml83wGLPNgPiGEEELUFZKUEkIIx2JKkzYLF8K+ffDEE3aHdQzvyN6svXav/XXEX7ko9iL6tu7rnRiHDoV//1snz4KD7Q6ZFT+LxMWJZZbw+Vn85BdsIcqbNQu+/BLLiy9y1YgQNv3wV46cOsIHI0J5bEk2FHat6QhrnNtJKaXU++6MNwyjLfA5cAXwjVLqv+7OKYQQQog6wo2k1Mn8k4AkpYQQDUhsrD7OmQMWC0yaZHfY+1Pep5FfozLncgtzKVElNPJvxKUdLvVejMOGwT//CWvXwogRdofY+kbNWD6D/db9+Pn4ERYQxvTu070XlxB1zZIlMHMmXHcd3Hcfkbu/5fCpw/x0008Mv78XREfrBPBHH9V0pDXK67vvKaX2ApcCVuA1wzC6e3tOIYQQQtQQW1IqLMzl0Es6XELhXwsZ0GaAd2MSQojawlYptXkzDB8OzZvbHRYSEIKPxafMuad/epqer/c8m9D3mgsv1EcXS/gSeiaw7/59lMwsYcG0Bdw76F4KSwq9G5sQdcX27ZCQAH36wNy5YBhsy9wGQJeILvrDu8RE+N//zu3I2UB5PSkFoJTKQDdIDwDuq445hRBCCFED3KiUAvC1+Fb4xUsIIeqt8HAICtJ/Lrfr3vkOWA+QuDiR9YfXA5B8JJnZv8/m4riLCQkIcXhflWjaFLp3h08+0bsDmjC+43hmDJ9BoG+gd2MToi44eRKmTNEbGSxYcPbf+a2ZW2kW1IzmwaXJ6PvuA8OAF1+suVhrgWpJSpX6o/Qoez4LIYQQ9ZXVqt98+bluvrtw20LuWnoXJaqkGgITQohawDDOLeGbMsXp0Lf+eIu1h9dSVFLEbYtvIyI4gn+P/bf3YwT4+99h1y69G9/KlaZuKSop4tPNn7Lp2CYvBydELVZSAjfcADt3wmefnauOBLZlbqNLRBcMo3Tvt+houPZaePttyMqqoYBrXnUmpVTpsXU1zimEEEKI6mS1mq6S+u3Ab7y74V0sRnW+HRFCiBrWq5fu1RQd7XBIZEgkgb6B7DqxixdXvsgfR/7glfGv0DSoafXEOGWKTkYFBupYX30VlHJ6S25hLn9a8iee/eXZ6olRiNro73/XGxk8/zyMHFnm0tbMrXSNKNfY/KGH4MwZeP316ouxlvFk9z1PDS895jgdJYQQQoi6KzvbdFIqOy9bmpwLIRqe997T1RROfLz5Y4pLinl+5fME+gbSr3U/ruh6RfXEZ9O7N6xbB9dfD3ffDatWwZtvOtyRr0lAExL7JfLCyhdIy04jNiy2euMVoqYtXqwbm99wA9x7b5lLSileG/8abZq0KXtPz55w6aXwn//An/+sE8ENTLV8NGkYxgTgFnS1VHJ1zCmEEEKIGuBGpZQkpYQQDVJgoMPEDkBSShKJixPPNg3PK8pjS8YWPtpcAzt0NW0KixbBM89AUhIMGaKX9Tlw76B7MQyDl1a/VI1BClELbN+ud9nr1w/eeEMv1T2PYRhc0e0KhkQPqXjvww/r/m0fflhNwdYuhnJRhlnhBsO4weRQf6ANMAq4CDDQSalrlFL/c2vSatC/f3+1bt26mg5DCCGEqNsGD4aQEPj2W5dDx344llMFp1h5q7l+JUII0RDEzYkjzVpxN67Y0Fj23b+v+gOy+eYb3f+muFj/8jxxot1hCfMTWLx9MQceOEBooLkPKYSo80aPho0bYf36Mn2kbLZlbuPY6WMMixlWcYMXpaB/f72Mb8sWsNS/tgaGYaxXSvW3d82T5Xvvca4/lOkYSo/v18aElBBCCCGqiNXqtE9KeWd3oBFCCAHAfut+t85Xm0su0b9wX3EFTJoETzwBf/sb+JT9BfvBIQ+y/vB69mXvo1erXjUTqxDVqaREL2+9+Wa7CSmAt/94m1fXvsrpx05XvGgYulrqmmv0EsDJk70ccO3iaQrOcPO1FbhVKXVLZQMWQgghRC3mxvK9b6//lkXXLPJyQEIIUbfEhNr/pdbR+WoVFwe//Qa33KIbOo8fD8ePlxnSt3Vftt61tXYkpA4c0DubvflmTUci6rNdu3SVU58+Dodsy9xGp/BOFaukbK68Uv/7NXu2d2KsxTyplLrZ5Lh8IBvYopSq4bS+EEIIIaqF1QphYTUdhRBC1Fmz4meRuDiRnMJz+0MF+wUzK35WDUZ1nsBAeOcd3V/qrrt0Q/TXX4fLLjs7xDAMThec5vCpw3QK71R9seXnwy+/wNdf61dq6rlrl18OLVpUXyyi4diwQR9793Y4ZGvmVga0GeD4Gb6+8MADcN99eufLIXZ6T9VTbiellFLveyMQIYQQQtRxhYWQk2OqUkopxVWfXcU1Pa7him7VvKOUEELUYgk9EwCYsXwG+637iQmNYVb8rLPna43bbtO/hN90k+4vdcUV8NJLEBkJ6L6BhSWFrLltDUa5ps9Vateuc0moH37Q/x/y94fhw/VyqsaN4fbbdb+fMWO8F4douJKTdVKpe3e7l/OK8tibtZfrL7je+XNuuUUviZ09G+bPr/o4a6lq7aBlGIafYRh3VOecQgghhKgmJ0/qo4mkVE5hDl9s/YLdWbu9HJQQQtQ9CT0T2Hf/PkpmlrDv/n21LyFl078//PEHPPssLF0KXbvCK69AcTE39rqRdYfX8cv+X7wz90cfQYcO0LEj3HOP3v3slltgyRI4cQK++w4efFAviwKdlHIiKSWJuDlxWJ6yEDcnjqSUJO/ELeqfDRugWzcICLB7ecfxHSgUXSO6On9O48Zw553w5ZewY0eVh1lbVUtS6rxk1C7gleqYUwghhBDVzGrVRxNJqey8bADCAsO8F48QQgjv8/eHxx6DzZv1kqN77oEhQ7hR9SI8KJznVz5f9XMWF+ulTgEBOgm2c6d+vfwyTJgAjRqdGxserjfgsC2xsiMpJYnExYmkWdNQKNKsaSQuTpTElDAnOdlpP6lO4Z1YeetK4tvFu37WPffof6deeKEKA6zdvJqUMgzD1zCM2zmXjDK/HY8QQggh6pbsbH00kZTKyssCJCklhBD1Rvv2egndRx9BWhqBQ4axcF1HVmxaxI7jVVz1sXo1pKfrHQDvuktXTDnTq5fTpNSM5TPK9PACXdE7Y/mMKghW1GtHj8KxY077SQX6BjI4ajARwRGun9eyJdxwA7z3nv4ZbwBMJ6UMwxhiGMY/DMP4wjCMpYZhvG4Yxg2GYVToS2VotwC7gVeBKPQufAA/V0nkQgghhKhdPKiUahrY1IsBCSGEqFaGobe137YNbr2VoZ+tYstrsPntf1TtPF9+CX5+evc/M3r31jHl5la4dDznOPut9vflcnReiLOSk/XRSaXUp5s/ZfH2xeaf+eCDUFCgqwAbAJdJKcMwgg3D+AL4FfgLMAW4FEgE/gvsNAyj03njewDJwFuUTUYtAYYqpS6uym9ACCGEELWEG0mp4pJiokOiCQ8O93JQQgghql3TpvDmm/Drr7Rs3Ympj77Hsl6NaDTDqHy/JqV0UmrkSFP/vwF0Uqq4uMxufHuy9jDt82l0ebULUSFRdm+LCY3xPE7RMNgq8Hr1cjjk2V+f5c31b5p/ZufOMGkSvPoqnDlTufjqADOVUvOAy9HJJXuvWGCFYRiNDcMYC6wGepZeKwE+AnoppSYppVZW/bcghBBCiFrBjaTUiLgR7H9gP31b9/VyUEIIIWrM0KF8kfQ4T8f7MW5TDtdvpPL9mrZt0/2jpkwxf49tadWGDWTlZvHQtw/R9dWuLN6+mDv738nfRv6NYL/gMrcE+wUzK36WZzGKhiM5Gdq2hbAwu5eLS4rZcXwHXSK6uPfchx+GvDxYt67yMdZyFZbenc8wjOHoyihV+poP/ALkA92B64EwoDXwJLp6KggoBt4HZiml9nondCGEEELUKm4kpYQQQjQMj/08k7RhhVyxCRJS4M0B5/o1ebSr4MKF+jhpksuhSSlJzFg+gwNZaWQHGOz95gMuPvEIWblZ3Nz7Zp6++GkiQyIBCPAN4I4ld3Cq4BQxoTE8G/9s7d31UNQeGzY47SeVZk0jryjP9c575Q0dCocOOUx21SdOk1KA7d9CBVyhlFp4/kXDMGYDv6GX6T2Iro7aCUxXSiVXcaxCCCGEqM3cSEq9t+E9Pk39lKXXLsViVMtmwEIIIWrAfut+MCCpJzy7AmKzIK1pJfo1ffkl9O8PUfaX3NnYdtTLKcwBC2xoqfBZ+xsjr5zCzJEzuaDlBWXGJ/RMQCnFjBUz+OXmX2TpnnDt1CldtXf99Q6HbMvcBuB+pRQ0iIQUuF6+NxCdkFpYPiEFoJQ6iK6Qsi3lOwkMl4SUEEII0QBZrRAcrJvPurA5fTM/p/0sCSkhhKjnbMmdj3rqr69N0cdG/o0AKFElrDm0hhJVQlJKEnFz4rA8ZbHfe+rwYb3znomle+V31NvQCnoeKeGPQ+sqJKRsEnomkHZ/miSkhDmbNumjk0op286THiWlGghX7wSjS4/fOxnzbelRAe8ppY5VOiohhBBC1D1Wq+mle1m5WYQFhnk3HiGEEDVuVvwsgv2CSWsKv0brJXxBPoE8c/EzAKw7vI5Bbw+i6b+actOCm0izpqFQ9ntPLS7dwWzyZJfzlq/E2tAKmhSA7z7HFVqGYTi8JkQFJnbeu2/QfRx84KBs7OKEq6SU7Z3lUSdjzk9CbapcOEIIIYSos9xISmXnZ9M0sKmXAxJCCFHTEnomMHfiXGJDY/noAuieAZ93/iv3D74f0BUk8y6fR1FxEUWqqMy9tt5TZ335JbRvD927u5y3fLXThlb6OPpkhNP7Zv4wk6s/u9rl84VgwwYID4fISIdDDMM427dM2OcqKeVTeix2NEApVXLel5mVjkgIIYQQdVN2tvmkVF62VEoJIUQDkdAzgX337+O19zPB15fxa7LOXgsJCCHhggRyi3Lt3nu24unkSVixQi/dM1HRNCt+Fv4+/me/Tm0ORRa4y3+o0/tO5p9kyY4lFJUUOR0nBMnJukrKwc+jUoo7ltzBt7u/tXtdaNLIQQghhBBVw41KqaiQKLo3d/1JtxBCiHokPBzGjYOPP4bisnUPjvo4nT3/9ddQUGBq6R7oRNjANgOxGBYMDFpFxHK6XRQ9DjtPNvVr04/cotyzDaqFsKuwEDZvdrp0LyMngzfWv8HWjK3VGFjdI0kpIYQQQlQNN5JS7095nzcnvunlgIQQQtQ6CQl6q/uffy5z2tZ76nzBfsHMip+lv1i4ECIi4MILTU/1+dWf88ONP1Ays4R99+8jbPBIveTKiX6t+wG615UQDm3dqpOkTpqcV2rnvQbE1+S4ew3DmFJF45RS6laT8wohhBCirnAjKSWEEKKBmjgRGjeGpCS4+OKzpxN6JgB617w0axrBvsHMnThXny8ogKVLYepU8PFx9OQKWjZuScvGLc+d6N0b5s2DzEyd4LKjU3gnGvk1Yv3h9dzU+yZPvkPRENiSm04qpWwVUl2bd62GgOous0mpi11cVybH2UhSSgghhKhvTCallFL0m9uPOwfcyW19b6uGwIQQQtQawcE6ufT55/DKKxAYePZSQs8EEnom8Pjyx3nut+cY32G8vvDTT/r/MVOmmJ7m45SPycrL4o7+d5zbVc9W1bJxI8TH273Px+LDdRdcR1xYnPvfm2g4kpMhKAg6dXI4ZFvmNoL9gokKiarGwOoeM8v3jCp+CSGEEKK+KSyE3FxTSanTBadJPpqMNc9aDYEJIYSodRISdJLpq6/sXp7UeRLFqpivd32tTyxcqJNZY8aYnuKl1S/x4aYPzyWkAHr10kcXS/jeuOwNHrzwQdNziQZowwa44AKnlXunC07Ts0VPLIZ0TXLGVaXUzdUShRBCCCHqNmtpgikszOXQrDy965LsvieEEA3UqFHQsqVeSjd1aoXLAyMH0qJRCxbtWMQ1PabrpNTYsboyxYSMMxmsObSGv438W9kLEREQGekyKQVQXFJMUUkRAb4BpuYUDYhS+mdo2jSnw96a9BYlqqR6YqrDnCallFLvV1cgzhiG0Rn49LxT7YAngQ9Kz8cB+4CrlVJZhk6HvwSMB3KAm5RSf1RnzEIIIUSDYktKmaiUys7LBiQpJYQQDZavL0yfDq+/DllZ0LRpmcsWw8LEThP5fMvnFK5djd/Bg/D3v5t+/De7v0GhGN9xfMWLvXu7TEqlZafR7bVuvDr+VekrJSpKS4PsbKf9pGykSsq1OvE3pJTarpTqrZTqDfRDJ5oWAI8Cy5VSHYHlpV8DjAM6lr4SgderPWghhBCiIZGklBBCCHcklDYw/+ILu5ev7XktN/e+meIFX4DFAhMmmH70Vzu/okWjFvRt3bfixd699c5peXkO748KicLAYP3h9abnFA1IcrI+Otl5b3P6ZkZ/MJqNRzdWT0x1WJ1ISpUTD+xWSqUBkwFbNdf7wJTSP08GPlDaKiDMMIzW1R6pEEII0VC4kZQK9A1kROwI2jRp4+WghBBC1Fr9+0PHjnoXPjtGtR3Fi5e+SODSb+CiixzulmfPqYJTTOg4wX6VSu/eUFwMqakO7/ex+NC3dV/WH5GklLBjwwadKO3Z0+GQjUc3snzvcvx8/KovrjqqLialpgMfl/65pVLqSOmfjwK2/T4jgQPn3XOw9FwZhmEkGoaxzjCMdRkZGd6KVwghhKj/srP10URSamDkQH686UfZIlkIIRoyw9DVUj/9BAcP2h1StGsHpKSgJk1y69GLr1nM25Petn/RVt3iYglfv9b92HB0A0UlRW7NLRqA5GTo3Fk333dgW+Y2fAwfOjTrUI2B1U11KillGIY/MAn4rPw1pZQClDvPU0rNVUr1V0r1b968eRVFKYQQQjRAblRKCSGEEIBOSikFH39s9/L6158EYPsw8x9i2BpLO+zl064dNG7sOinVph+5Rblsy9xmem7RQGzY4LKf1NbMrbRv1h5/H//qiakOq1NJKXSvqD+UUsdKvz5mW5ZXekwvPX8IiD7vvqjSc0IIIYTwBjeSUi+sfIEur3SRHWmEEKKh69ABBg50uISvz+o0NraEL/LM71k17N1hPPTtQ44HWCzQq5fLpNRFMRfxtxF/IzRAPmwR5zl+HA4ccNpPCnSlVJeILtUTUx1X15JS13Bu6R7AIuDG0j/fCCw87/wNhjYYsJ63zE8IIYQQVc2WlAoJcTn0gPUAh08dlh1phBBCwHXXwcaNFXs8ZWbiv3IN6wZEsmjHIlOPOnr6KCsPriQ8KNz5wN699Zwljj8ciQ2LZebImUSHRjscIxogWzLTSaWUUoq4sDgujLqwemKq4+rMu0HDMBoBY4D5553+JzDGMIydwOjSrwG+AvYAu4C3gDurMVQhhBCi4bFadW8FP9cNPbPzs2XnPSGEENq0aeDjU7FaaskSnTSaPJk1h9Zw5JTrGoOvd30NwPiO450P7N0bTp2CvXudDsvOy2btobUu5xUNiC0p5aRSyjAMlly7hEeGPVItIdV1dSYppZQ6o5QKV0pZzzt3XCkVr5TqqJQarZQ6UXpeKaXuUkq1V0r1VEqtq7nIhRBCiAbAaoWwMFNDs/MkKSWEEKJUixYwZoxOSp1fufTllxAdzaCJtwOwdOdSl4/6audXtGnShgtaXuB8oMlm53/78W+MeG+ENDsX5yQnQ1SUW7tBCufqTFJKCCGEELWY1Wq6ybkkpYQQQpSRkAD798Nvv+mvc3Lg229h8mS6t+jBjzf+yA29bnD6iMLiQr7d/S3jOozDMAzn83XvrquzTOzAJ83ORRkbNrjsJ/XCyhfo+mpX8oryqiWkuk6SUkIIIYSoPDeSUoMjBxPfNt7LAQkhhKgzpkzRS8BtS/i++w5yc2HKFAzDYETcCJe7mBUUF/DI0Ee4/oLrXc8XFARdurhMSvVv0x+A9YfXm/gmRL2XmwvbtrnceW/TsU2czD9JoG9gNQVWt0lSSgghhBCV50ZS6h+j/8HMkTO9HJAQQog6o3FjmDwZPvsMCgpg4UK9JHz4cACseVYe+e4Rftj7g8NHNPJvxGMXPcaIuBHm5rQ1O3eiU3gnGvk1Yt1h6QYjgM2bobhYdt6rYpKUEkIIIUTlZWebTkoJIYQQFSQkwIkTsHQpLFoEEyac3Twj2C+YN9e/ybxN8xze/u3ubzmZf9L8fL17w4EDcPy4wyE+Fh/6tO7D+iNSKSXQ/aTA5c57WzO30jWiazUFVfdJUkoIIYQQlWeyUqpElRD2zzBeWPlCNQQlhBCizhg7VjePfvhhnSiaPPnsJT8fP8Z1HMfiHYspLimucOvBkwe5ZN4lvLnuTfPz2apdXFRL/Wv0v3h1/Kvmnyvqrw0b9HuduDiHQ46ePsrJ/JNSKeUG38rcbBhGKyAe6AY0BcwsmlRKqVsrM68QQgghahmTSamT+Sex5luxGPK5mBBCiPP4+cHVV8Nrr4G/P1x6aZnLkzpN4pPNn7Dm0BqGRA8pc23ZzmUAjO843vx8vXrp44YNMGqUw2EXRl9o/pmifktO1slMJ430i0qKuKn3TQyKHFR9cdVxHiWlDMMIA+YA1wI+HjxCklJCCCFEfVFQAHl5ppJS2XnZALL7nhBCiIoSEnRSavRoaNKkzKVLO1yKr8WXRdsXVUhKfbXrK2JCY+jWvJv5uZo3hzZtXDY7Lygu4LPUz+gU3okBkQPMP1/UL8XFsGkT/N//OR0WHRrNfyf/t5qCqh/c/pjSMIwgYAVwPTqpZbj5EkIIIUR9YrXqoySlhBBCVMaQIZCYCA8+WOFS06CmTOw0EYUqcz6/KJ/v93zP+A7jMZxUsNjVu7fLpJSP4cOflvyJDzd96N6zRf2ycyfk5Ljcee9k/kmUUk7HiLI8qZS6D+gNKCAbeBWdpDoE5FdVYEIIIYSoI2xJqbAwl0MlKSWEEMIhw4A3HfeFmj9tfoVzKw+u5HTBafeW7tn07g3ffqurfQPtd6KRZucCOJe8dLHz3tRPp1JUUsSPN/3o7YjqDU+SUleVHo8DA5VS+6ouHCGEEELUOW5USoUHhXNz75uJCY3xclBCCCHqqzMFZ2jk3wiAEbEjSLkjhXZN27n/oN69oagItmyBvn0dDuvXuh9v/fEWRSVF+Foq1ZZZ1FXJybrXWVfnu+ptzdzKmHZjqimo+sGTLqMd0VVSr0pCSgghhBDuJKV6tuzJu5Pf9eyXByGEEA3e1E+nMvHjiWe/NgyDHi16EOwX7P7DbFUvLpbw9Wvdj5zCHLZlbnN/DlE/bNgA3bvrxJQDJ/NPcvjUYdl5z02V2fpmS5VFIYQQQoi6y42kVHFJsfRaEEII4bGuEV35Oe1nsnKzSMtO4+aFN7Pj+A7PHta+PTRq5DIp1b9NfwA2Ht3o2TyiblNKV0q56CdlS1p2jXBeTSXK8iQpta/02LgK4xBCCCFEXZWdrY8mklJP//Q0QbOCKFEl3o1JCCFEvTSp8ySKVTHLdi1j6c6lvLfhPc8fZrFAr14uk1KdIzpz4IEDXNvzWs/nErVHSQn89ps+mnHkCGRkuOwnZUtKSaWUezxJSs1H76I3smpDEUIIIUSd5EalVFZeFkF+QViMyhRrCyGEaKgGRA6gZaOWLNq+iGW7ltGuaTs6Nuvo+QNtO/A5SVBYDAtRIVHu7+4naqeffoJhw+DaayHfxF5tycn66KJSqmeLnsy4aIa0KHCTJ+8IXwYOA9MNw+hfxfEIIYQQoq6xJaVCQlwOzc7Llp33hBBCeMxiWOga0ZVPUz9lyY4lZJzJ4KPNH3n+wN694dQp2LfP6bAf9/3IjV/eSFFJkedzidrh4EF9/PRTmDBB//N3xlZJd8EFTof1ad2Hv4/6O34+fpWPsQFxOymllDoOTAaygG8Mw7jWkJSxEEII0XBZrbonh6/rHYkkKSWEEKIyklKSWHVo1dmvTxWcInFxIkkpSZ490GSz8wPWA3yw8QNpdl4fpKfr43/+Az/+CCNHwrFjFYYlpSQRNyeOz5OeYG+EL0lpi50+NvlIMifzT1Z9vPWc20kpwzDeBe4CNgNNgQ+BI4ZhLDEM4z3DMN518Xqnir8HIYQQQtQkq9XU0j2QpJQQQojKmbF8BnlFeWXO5RTmMGP5DM8e2KOH7i210XkT835t+gGw/vB6z+YRtUdGht5F7+67YdEi2LYNhg6F3bvPDklKSSJxcSJp1jR6H4V1LYqcJj8LigsY8NYAnvvtuer6LuoN1x9pVnQTYNs2x3ZsDoxz4xm3ejCvEEIIIWojqxXCwkwNvbLblQT4BHg3HiGEEPXWfut+t867FBQEXbq4bnYe3plGfo1Yf2Q9N/a+0bO5RO2Qng7Nm4NhwPjxsHy5XsZ34YXw9dfQpw8zls8gpzCHkDzokAXv9jmX/EzomVDhkbtO7KJYFcvOex7wtMuoUYmXEEIIIeoTNyql7h10L3/q/ycvBySEEKK+igmNceu8KbZm5074WHzo07oP649IpVSdl54OLVqc+3rwYPj1VwgIgBEjYMWKs0nOC0pX9W1opY/7rfs5XXC6zOOSUpIY8d4IAB767iHPl5I2UJ5USrWt8iiEEEIIUXdZrRAebmro8ZzjhAaG4mvx5C2IEEKIhm5W/CwSFyeSU5hz9lywXzCz4md5/tDeveGjj+DECWjWzOGwwZGD+e3AbyilZCe+uiwjQ1dKna9rV/j9d7j0Uhg3jjumh/Nau0z6HNGXk1vro0IR8VwEo9qOYmKniRSVFPHo8kfP/jwePX2UxMWJAHYrqkRFbr8jVEqleSMQIYQQQtRRViu0c739cVFJERGzI3hq5FM8OeLJaghMCCFEfWP7RX/G8hnst+4nJjSGWfGzKpcAsDU737gRLr7Y4bDnxjznXjLKtstbVJTnsYmql54OnTpVPB8VBb/8AhMn8sqHv+M/wZeeR4s41giONtbJz/sG3UduYS6Ldyzmzq/uxNfiW2FHRmfL/ERF8jGlEEIIISrH5PI9a54VQBqdCyGEqJSEnglV+wt/r176uGGD06SU29VRU6fqJuqrVrkeK6qPvUopm6ZN4bvvMKZP58VFi8jxhZ9jITYstkzy84VLXmBb5ja6v9bd7mM87nHWAHnaU0oIIYQQQsvONpWUys7LBiQpJYQQopZp0QJat3bZVwpg8ieTeWLFE66fefgwrF0La9boZYGidsjJgTNnyvaUKi8oCL74gl2XjyS4CAZclsi++/eVSYQahkHX5l290+OsgZGklBBCCCE8l5+vX5KUEkIIUZeZaHYOujfiD/t+cP28Zcv0USn48cfKRCaqUkaGPjpLSgH4+lL85ussee42Ah5znIScFT+LYL/gMucq3eOsgan08j3DMHyAC4AoIATwcXWPUuqDys4rhBBCiFrAqpfkSVJKCCFEnda7N3z3nf6gJSDA4bDG/o35dve3WJ6yOO9n9dVX0KaN/v/k8uV6KZ+oeenp+uho+d55OjfvQueH33I6xis9zhoYj5NShmHEADOBaUCQG7cqQJJSQgghRH3gRlIqNiyWp0c+Tfum7b0clBBCCOGm3r2hqAg2b4Z+/ewOSUpJ4od9P6BQAKRZ0+zvtFZQoBNc11yjm50vX+7t6IVZtqSUq0opYNeJXRSXFNM5orPTcVXe46yB8Wj5nmEYQ4ENwE1AMGC4+RJCCCFEfWBLSoWFuRzaoVkH/jrir0SGRHo3JiGEEMJdw4aBYcDSpQ6HzFg+g4LigjLnbDutlfHrr3DqFEyYAPHxsH37uZ34RM2yLd8zUSn12PLHmPLpFO/GI9xPShmGEQLMB8I4V/V0e+llBbwM3A3MBjadd34ecDNwS6UiFkIIIUTt4Ual1PGc4xw8eRCllJeDEkIIIdzUpo1OTP3vfw6HONpRrcL5pUvB3x9GjdJJKZBqqdrCjUqpzJxMIoIjvByQ8KRS6nagOTrRdJ1S6ial1Nzzri9XSr2mlHpEKdUbuBzIAqYDKKXer2TMQgghhKgt3EhKzVk1h9g5sV4OSAghhPDQVVdBaips3Wr3sumd1r76CkaOhMaNoWdPiIiQpFRtkZEBgYHQqJHLoZKUqh6eJKXGlR7XK6U+cTVYKbUQmIBetveaYRhdPJhTCCGEELWRG0mprLwswgLDMAxZyS+EEKIWuuIKvYTvs8/sXja109qePbBtG4wfr7+2WHTF1PLleic+UbPS03WVlIn3Ipk5mUQESVLK2zxJSnVDV0l96eB6hd33lFKrgf+hG6LfXuEOIYQQQtRNbu6+JzvvCSGEqLVcLOFL6JnA3Ilzz1ZGNfJrxNyJc8s2uf7qK32cMOHcudGj4fBh3VtK1KyMDFNL95RSUilVTTxJSoWVHg+UO19YenRUB2erVxzrwZxCCCGEqI2ys/UxJMT1UElKCSGEqO1cLOFL6JlA2v1p3NjrRnwtvlzZ9cqyA5YuhY4doUOHc+ekr1TtkZ5uqsl5iSrhkys+YXqP6dUQVMPmSVLKtt1AXrnzp0qPjrbUyXVxXQghhBB1jdWqe2b4VCiUriA7L5umgU2rISghhBDCQy6W8Nlc1e0qrPlWvt/z/bmTOTnwww9lq6QA2rWDuDj4/nvKS0pJIm5OHJanLMTNiSMpJakKvgnhkG35ngs+Fh+u6HYFvVr1qoagGjZPklKHSo/h5c7vKT0OcHBf59KjrwdzCiGEEKI2slpNLd0DeGDwA9wz8B4vBySEEEJUgold+ADGtB9DaEAon205L3m1YgXk55/rJ3W++Hj48UcoLj57KiklicTFiaRZ01Ao0qxpJC5OlMSUtyill++ZqJTKzMnku93fYc2zVkNgDZsnSalNpceu5c6vQjczH28YRpmtdQzDCEP3klLAXg/mFEIIIURt5EZS6opuVzC5y2QvBySEEEJUkoslfAD+Pv5M6TKFL7d9SUFx6WKipUv1rm7Dh1e8IT5eL3n/44+zp2Ysn0FOYU6ZYTmFOcxYPqMqvgtR3unTkJdnqlJq9cHVjJ03lu3HpQ+Yt3mSlPoJnXwaWe78vNJjAPCzYRh3GIYx1jCMO4D1gO2f/JcezCmEEEKI2siNpNS6w+tIP5Pu5YCEEEKISjK5hO/xix5n9W2r8ffx11U4X32lm5oHBFQcPGqUPp7XV2q/db/d5zo6LyopI0MfTVZKAdLovBp4kpRaVHrsYRhGd9tJpdQadGLKAKKAV4Blpce40mEHgOc9DVYIIYQQtYzVCmFhLocVFBcw4K0BzF0/1/sxCSGEEJVhcglfp/BOdI4o7VKTmgr791fsJ2XTsiX07FkmKWXbxa88R+dFJaWXfjBmolJKklLVx+2klFLqAHAxMB44We7yrcA7pX82yr3WA/FKqSyPoxVCCCFE7WKyUsrWk0F23xNCCFEnXH21yyV8AGsPreWmL2+iaElp7ca4cY4Hx8fDr7/qJWTArPhZ+BhlNwoJ9gtmVvysSoUuHLBVSplMSvlZ/Gji38TLQQlPKqVQSv2klPqmNEF1/vlCpdT/Ae3QCarHgfuBoUqpAUqp3ZUNWAghhBC1iMmkVHZeNiBJKSGEEHWEySV8x84c4/2N72Od/zH06gVRUY4Hx8frhNTvvwMwOHIwxaqYkICQs0P+Ff8vEnomVMm3IMqxVUqZXL4XERyBYRheDkp4lJRyRSmVppT6r1Lqn0qp/yilVnpjHiGEEELUMJNJqaw8XSjdNLCptyMSQgghKq91a3O78LUbQ0xJCGHrU+3vune+4cPBx+fsEr6XVr+En8WPbXdtI/XOVAB8fWSzeq9xIyn14IUPkjRVdkGsDl5JSgkhhBCiAcjL01tfS6WUEEKI+si2hG/LFodDAnwD+EtOb3xKFIWXjnX+vJAQGDgQli8nKzeLd5Pf5Zqe19C6SWu6RnSlfdP2fL3r6yr+JsRZGRl6d8TgYJdDu0R04eK2F1dDUEKSUkIIIYTwjFX3iTKTlOrRogfzLp9Hl4guXg5KCCGEqCIml/BN2u3LiUD4vvkp188cPRrWrqXgRAYJPRN4YPADABiGwZJrl/DJlZ9UReTCnvR0U/2kAOZvnc/6w+u9HJAASUoJIYQQwlNuJKXaNGlDwgUJhAeHezkoIYQQooq0bg0XXeQ8KVVSQtRvm1nTsylnVL7rZ8bHQ0kJLddt5c2Jb9K7Ve+zl7pEdCHQN7DycQv7MjJMLd0DSFycyDvJ77geKCrN4YJVwzD2lP5RKaXa2znvqTLPE0IIIUQd5UZSateJXRw+dZiLYi6SpqFCCCHqjquugnvu0Uv4unWreH39eoz0dC59/kPodqXr5w0eTHFgAOlfzqP15MkVLs/+bTY5hTnMHDmzCoIXZaSnO29EX6q4pJgTuSeICI6ohqCEs0qpuPNe5c/Hlrvu7ksIIUQtl5SSRNycOCxPWYibE0dSijR7FOW4kZR6N/ldRn8w2ssBCSGEEFXM1RK+pUv19UsvpbC4kOM5x50+Tvn7s6adP6e/XkSJKqlwfVP6Jl5e8zLFJcVVEb04X0aGqeV7WXlZKJQkpaqJs6TUfiCt9Fj+vO2aJ6/yzxNCCFHLJKUkkbg4kTRrGgpFmjWNxMWJkpgSZdmSUmFhLodm52UTFhgmVVJCCCHqFldL+L76CgYPRoWH0+XVLjz83cNOH/fL/l9Y0OYUHY8WYDl6rML1SZ0mcTz3OL8f+L0qohc2SulKKRPL9zJzMgEkKVVNHCallFJxSqm2Sqm2js57+vL+tyWEEKIyZiyfQU5hTplzOYU5zFg+o4YiErWSG5VSWXlZsvOeEEKIuumqq+zvwnfsGKxdC+PHYxgGQ6OH8uW2LykoLnD4qBdWvsC6bqX/31yxosL1Sztcir+PP4u2L6rK70BYrVBYaKpSSpJS1UsanQshhKhgv9V+Uauj86KBciMpZauUEkIIIeocR0v4vv5aHydMAOCqbleRlZfF8j3L7T5m5/GdLNq+iGET74ZmzeD77yuMaRLQhIvjLmbh9oUopar022jQMjL00USlVJ9WfVifuJ5BkYO8HJQASUoJIYQop7C4kNBA+0mGmNCYao5G1Gq2pFSTJi6HSlJKCCFEneVoCd/Spfpa794AjG0/lpCAED7bYn+p37bMbbRq3Io7B98NF18My5frZWXlTOs+je4tuleoWheVkJ6ujyYqpRr5N6Jv674O3w+LqiVJKSGEEGcVlxRzw5c3kJ2XTYBPQJlrwX7BzIqfVUORiVrJatUJKR8fl0NfvORFnrn4mWoISgghhPCC8kv4Cgvh229h/HhdRQUE+AYwufNkh0v4JnaeyP4H9tOqcSuIj4cDB2DXrgrjbu5zMwumLaCRfyOvfksNihuVUisPrGTu+rl2G9GLqidJKSGEEACUqBISFyfyyeZPmD1mNu9MfodA30AAYkNjmTtxLgk9E2o4SlGrZGebWroHMDhqMIOipAxeCCFEHVV+Cd/vv+sPZ8aPLzPsoQsfYsG0BfhafMuc35O1hxJVcu58fLw+Lre/1A/g2OmKjdCFh9yolPpi6xc88M0DWAxJl1QHX0cXDMN40luTKqWe9tazhRBCuE8pxf1f38+7G95l5oiZPHThQ4D+pGjepnnsu39fzQYoaier1XRS6rPUz+jVqhedwjt5OSghhBDCC85fwjdzpt51z88PRo8uM+yClhdUuLWguICL/nsRY9uP5b+T/6tPduwI0dE6KXX77RXueXXNq9z79b0cffAozRu5ru4RLrhRKZWZkylNzquRw6QU8DfAW53VJCklhBC1yMGTB5m3aR4PDnmQmSNmnj3ft3VftmZuJa8o72zVlBBnmUxK5RXlcfXnV/PsqGd57KLHqiEwIYQQwguuvhruvlsv4Vu6VCepQkIqDNuWuY13k99l1qhZ+Pn48b/U/3H41GGu7nb1uUGGoaulFi2CkhKwlK3KuTD6QkpUCUt2LOHmPjd7+zur/9LT9T+rgACXQyUpVb1c1aMZJl6uxpW/LoQQopaJDo1m4+0bmT1mNoZx7j/Vt/S5heU3LJeElLDPZFIqOy8bQBqdCyGEqNtsS/ief173lyrdda+8ncd3Mvv32SzfuxylFC+sfIGuEV25pMMlZQfGx8OJE7BhQ4Vn9G7Vm6iQKBbtWOSFb6QBSk83tXQPJClV3ZxVSl3s4t57gcuBEuBbYDmwCzgDNAI6APHAWHTyawHwciXjFUIIUYXmrJrDqfxTPDH8CaJDo2s6HFHXWK3QyfVyPElKCSGEqBdatdLVUe++q78u10/K5uwufKmfEeQbRPLRZOZeNrdij6JRo/Rx+XLo27fMJcMwmNRpEu9tfI/cwlyC/IKq+rtpWDIyTC3dA52U6tCsg5cDEjYOK6WUUj85egFXAFOAbUBfpdQEpdQLSqlFSqnlpccXlFITgD7AVnQCa0rp/UIIIWpAUkoScXPisDxlIfy5cB745gE2HtvocHeRnMIcOr/SmZdXy2cKFfz+OwwZAidP1nQkNUcqpYQQQjQ0V5cuwWvXDjp3tjskwDeAni168t6G9xj5/kgshqVC43MA2rSBrl0dNjuf1HkSOYU5LN/ruBm6MMmNSqnfbvmNf4/9t5cDEjZut5M3DOMS4G7gODBSKZXibLxSajO6Yuo4cK9hGGM9CVQIIUTlJKUkkbg4kTRrGgrFidwTWAwLEztPxMfiY/eeYL9gjp0+xo7jO6o52jpg4UJYtQq+/rqmI6k5kpQSQgjR0Fxxhe7/NGGCXspnR1JKEusOr6ME/aFfiSrh7mV3k5SSVHFwfDz88gsUFFS4NDJuJO9MeochUUOq9FtokNyolGrZuCWtGrfyckDCxpM9Dm9HN0B/WymVbuYGpdQx4G10T6mKWwsIIYTwuhnLZ5BTmFPmXIkqYeYPMx3cocWFxbE3e683Q6ubkpP1ccmSmo2jpuTl6TfQJpJSQ6KG8Pstv9OjRY9qCEwIIYTwolatdBLpqaccDpmxfAb5xfllzuUU5jBj+YyKg0ePhpwc/UFXOQG+AdzS5xbCg8MrHXaDVlKik1ImKqWy87KZ+cNMUo45rb0RVciTpFS/0uNGN+/bVHrs78GcQgghKmm/db9b523aNm0rSanylDqXlPrqKygurtl4aoLVqo8mklKhgaEMiR5Ck4AmXg5KCCGEqAYXXghNmzq87NZ7rhEjdOXV99/bvedk/kleW/saWzK2eBSqALKz9Xs1E0mpA9YDPP3z02w/vt37cQnAs6SUrebN3U5rtq2bzNXMCSGEqFIxoTFunbdpG9aWfdn7UEp5I6y66dAhyMzUzU6PH4fVq2s6ouqXna2PJpJSaw+t5b0N7znsXSaEEELUJ2695woLg/79HfaVKiop4t5l9/JRykdVGGEDk166wMvE8r3MnEwA2X2vGnmSlDpeehzt5n1jyt0vhBCiGs2Kn0WwX3CZc8F+wcyKn+X0vmExw7iq21XkFeV5M7y6xVYl9eij4OsLixfXbDw1wY1Kqc+3fM7tS26vuOuQEEIIUQ+5/Z7r4othzRooLKxwqVlQMy6KvYiF2xd6I9SGwZaUMlEpJUmp6ufJu8Nf0L2hppttWm4YxhhgGroX1a8ezCmEEKKSEnomMPeyufhZ/ACIDY1l7sS5JPRMcHrf1K5TeW/Ke7IV8fmSk3Vz0+HDdbVUQ+wr5UZSKjsvW5qcCyGEaDASeiYwd+JcYkNjMTBcv+fq0AGKiuDwYbuXJ3WaxOb0zezJ2uPFqOuxjAx9lEqpWsmTpNSr6OSSASw0DOMJwzDC7A00DCPUMIwZwMLSuRTwHw9jFUIIUUnDY4dTWFLI6xNeZ9/9+1wmpGyUUhQWV/z0zh1Jm+bx+NXhvNvX4L7rI/j8p9cr9bwalZwMHTtC48Zw2WWweTPs21fTUVUvd5JS+ZKUEkII0bAk9Exg3/37KJlZ4vo9V3S0Ph44YPfypM6TAFi0fVFVh9kweFApFR4kzeWri9tJKaXUr8A/0Ukpf+Ap4KhhGCsNw/jQMIw3S48rgaPA05zrJ/UvpdTvVRS7EEKI8xUXu2y4vS1zGwBdIrqYfmxuYS5N/tGEf//+b49D+3T1O/hfdxPPfnaCaZvhpXnHmXrxnRzv0Q7++lf47Tf9CWFdkZwMffroP192mT4uXWp3aFJKEnFz4rA8ZSFuTpz97aDrIltSKizM5dCs3CxJSgkhhBCOuEhKtW/Wnu7Nu7PrxK5qDKoesVVKRbiufpoxfAYn/nICPx8/LwclbDxq7qCUmgE8AhRwLjk1ELgWuK30OBAIKL2eD/yl9D4hhBDe8Pjjuiz5nXf01rd2bM3cCriXlAryCyLIL8jzHfi2b6fP5DuYurmYx+Ih5DHo/3/w5EjYk3MYnn0Whg3TbxSuukrHf/CgZ3NVhxMnIC3tXFKqUyf9stNXKiklicTFiaRZ01Ao0qxpJC5OrB+JKVm+J4QQQlSNqCh9dJCUAliXuI5Xxr9STQHVM+nperdEP9eJJothoWmQ450VRdXzuOOoUmo20B29HG8/OvlU/pUGzAG6K6U8/4hdCCGEaz/9pBMFt90GI0fClopbB2/L3EZYYBgtG7V069G2HfjctmABDBhA01OFXHId/PMiKLHA+kiYNQIG3Vigd7H77DO48kpYuVLHHx2td6LZ47x3Qo1UIW3YoI+2pBToaqkffoDTp8sMnbF8BjmFOWXO5RTmMGN5PfiMxmrVfbWaNHE5dP60+bxx2RvVEJQQQghRB4WE6JeTpFSgr158JLsheyA93dTSPYAXV77I62vrcIuJOqhS2+AopfYope5XSsUBLYE+wEWlx5ZKqbZKqT8rpaQjmxBCeJNSkJoKd9wB776r/9y7NzzxBOTmnh3WsVlHpnefjmEYbj2+bdO27lVKFRXpnemmToUuXZj8UCTL21ccFhMaoz+5uvJKePtt/WYsJQWeew727oURI2CX/VL1GqtCsu28Vz4pVVAA339fZuh+6367j3B0vk6xWnVCyuL6rURUSBRxYXHej0kIIYSoq6KjnSalklKSaPxsYyxP17N2ANUhI8NUk3OADzd9yFe7vvJyQOJ8VbY3s1IqQym1USn1W+kxo6qeLYQQwoX9+3WVTs+ecPPNsG0bXHMNzJqlz333HQAPDHmA1y9z/9OftmFtSctOo7jEec8qQH8aNXYs/Otf8Kc/wS+/cNeV/6qwNTLAtT2vLXvCMKBHD3j4YVixAvLydGJq+/YK99ZYFVJyMkRGln1zM2yYXsZWbhe+mNAYu49wdL5OsVpNLd1TSvGvX//F6oOrqyEoIYQQoo5ykpSyfRB3pvAMQP1qB1Ad3KiUyszJlJ33qlmVJaWEEELUoNRUfezeXR+bN4f334fly3Uly9ixqOsSKDl21KPHj20/lkeGPkJBcYHzgatXQ79+ehnef/8Lb7wBAQEk9EzgyeFPnh0WFRJFVJMo/rP6P2zPrJhwAqBXL70krrBQL0fcurXMZUfVRmnWNJ795VnWHlp7NolWpcv8zm9ybuPnB5deqpNS5/XzmhU/C4tR9n+1wX7BzIqf5fn8tYXJpFRuUS6PLn+UH/f96P2YhBBCiLrKSVKqXrcDqA5uVEpl5mQSESRJqeokSSkhhKgPyielbEaNgk2b4MknUf/7H9ltW7P1nw86bITuyKi2o3hm1DME+QXZH6CUTkBddJFO0Pz+O9x0U5khbZu2BSD5T8kceOAAaxPX8pehf6FjeEfHE/foAT/+qJ8/ciSkplJcUswTK55AYb+nQqBvIDNWzGDg2wNp8e8WDHprELcuvLVqlvnl5OgqtPJJKdBL+I4dg/Xrz566tse1BPkG0civEQBBvkHMnTjX+bbQdUV2tukm54A0OhdCCCGciY7WyZO8vAqX6nU7AG8rLtb9S01USuUU5pBblCuVUtXMtzI3G4bRCogHugFNgUATtyml1K2VmVcIIUQ5qanQurXuz1ReYCA89RSL+gTR9P7HGPHYC/BtMnz9Nfj7m3q8UoqsvCwAmgU1qzjgz3+GOXNg3DiYNw+aVRyTmp6KxbDQObwzAK0at+LJEbp6Ki07jZzCHLo271rx2d266cTUqFEwciTqu29YdXAVI2JHsPbQWnKKzn1yGOwXzNyJcxnddjTL9y7nuz3f8eHGDylWZZcd2j5ddDs5lJKiE3r2klKXXqqr0pYsgQEDAP1m8UzhGV6f8Do7ju/g1bWvMqHjBPfmrK2sVmjVyuUwW1JKdrIRQgghnIiO1seDB6FDhzKXYkJjSLOmVbilXrQD8LYTJ/SHmyYqpbJyswj0DZSkVDXzqFLKMIwwwzDeQ++69wHwKPAn4EYTr5sqG7QQQohyUlMrVkmVs7qxlTG3+FL892f0srjV5nv8FBQXEPFcBC+vfrnixfx8eO01uPZanZCxk5AC2JK5hXZN21WotlJKMe3zacR/EM/uE7vtB9ClC1s/f4Nifz98R49labdZ/HjTj8ydNJfY0FgMDGJDY89WIbVs3JJre17Lfyf/lxJlvyrMo08X7e28ZxMRAUOGlOkrlWZNIywwjP5t+jO9x3QKigtYsHWB+/PWRiaX72Xl6mSmVEoJIYQQTtiSUnaW8M2Kn1WhN2e9aQfgbenp+miiUioyJJKcx3O4uc/NXg5KnM/tpJRhGEHACuB6dKWV4eZLCCFEVSopgS1bXCalth3fRofwjvgk/kmfWLXK9BQBvgG0adLG/g58ycl657krr3S6E1tqeirdm1eM0TAM3pn0DgXFBcR/EM8Ba8U3Y0mbkuj3w3QeeKwPBAcTMHYcrF9PQs8E9t2/j5KZJey7f5/dyqcqbTaenAxhYRAba//6xInwxx9w6BAAw2OHc+IvJ+jbui8D2gzg6u5X159P30wmpWT5nhBCCGGCk6RUQs8E5k60/0GccMGNpBTo96Xl+4EK7/Jk+d59QG9AAdnAq+gk1SEgv6oCE0IIYdK+fbrXkaukVOY2ukZ01eXL7dq5lZQC3RPKblLK9pxBg5ze/8Zlb+BnFvp1agAAr8NJREFU8bN7rXuL7nx7/bdc/P7FDHhrAH4WPw6dOkR0aDRdI7ryze5vGB47nBlXvgsTcuDiiyE+Hr79FgYOdDrvrPhZJC5OLNMg1ONPF5OToXdvvUugPZddBo8+CkuXQmIioN/cGKWfyXx65afuz1kbKaWTUmFhLoeObT+WIw8esb/sUwghhBBaVJQ+Hjxo93JCz4SzSai8ojwCfc10zhFkZOijieV7P+77kXeT3+X5sc/TvJG5xuii8jxJAV5VejwO9FVK/VUp9YNSaodSKs3MqwrjF0IIYWty3qOH02E39rqRad2n6S8GD3Y7KRUXFse+7H0VL6xaBTEx0KaN0/uHxw5nSPQQh9f7tu7LA4Mf4NiZYxw8dRCFYr91P9/s/oZL21/K99d/T8vGLaFtW/jpJwgPhzFj9E5/Ttg+XYxsEglA08Cmnn26WFSkm8bbW7pn060bxMXBkiUopRj67lDe3/B+mSFZuVlszdhq//66Ii9P74poolLKz8ePVo1b4e9jrn+ZEEII0SAFB+v3Ng524LN5+qenCflHyNkdhoULblRKbTq2iQ83fSiVUtXMk7/tjugqqVeVUvuqNhwhhBBusyWlunVzOuzRYY8yrcd5SanDhx1+GmdP27C2HDx5kMLiwrIXVq92WSW1JWMLC7YuIK+o4o4y53tvw3t2z2/N3Iqfz3lVVrGxuvl5ixYwdqxevuhEQs8EDv75IFEhUVzS4RLPyt23b9fJGGdJKcPQ1VLff8+ew6n8fuB3CooLygyJ/yCexCWJ7s9fm1it+mgiKfXt7m+Z+cNMh729hBBCCFEqOtplUqpFoxYUlhRy5PSRagqqjsvI0O/PwsNdDz2TgcWwSMuBalaZFKDz3wCEEEJUj9RUXfLtJEFwPOc4GWcyUErpE4MH66Mb1VKTOk/i9Qmvl93J7uhRvXzQ9jwHPkv9jCv+d4XLxIRbWx5HR+uG7fn58N57LqLXBkYOZPVB8w3ey0hO1kdnSSnQfaVyczm48AMA+rfpX+by1K5T+XX/r3Z7Z9UZbialZv8+Wz51FEIIIVwxkZSKC4sD9M7FwoT0dJ2Q8vFxOTQzJ5NmQc3wsbgeK6qOJ+8Q95UeG1dhHEIIITxlYue9t/54ixb/bsGpglP6RK9eEBDgVlKqf5v+JPZLLNvDwLaDn4uklG3nvfI7x5TndlPyqCgYMaLMjnfO/HX4X/ni6i9Mja0gORkCA6FLF+fjRoyARo3w/+pbAnwC6N6i7D+b6T2mA/Bpah3uL+VGUio7L1s+cRRCCCHMMJGUig3Vm62kWSUpZUpGhql+UgCZuZn1Z0OaOsSTpNR89C56I6s2FCGEEG4rLoatW001OW/TpA0hASH6hL8/9O3rVlKqRJWw8ejGsp/MrVoFfn4uq4dS01Pp1tz58kLwcMvjCRP038FeO03Yy+ndqjd9WruodHIkORl69gRfF3uEBATA2LG0X7mNXi0vqNBLqUOzDvRv059PNn/iWRy1QXa2PppMSjUNaurdeIQQQoj6IDoasrLgzBmHQ2wf1Nnt8ykqSk83vfOev48/bcPaejkgUZ4nSamXgcPAdMMw+rsaLIQQwov27tV9jkwkpbpElKvwGTwY1q/XDatNKFEl9Jvbj7nr5547uXq1rroKCnJ4X2FxITuO76B7c+cxgodbHk+YoI9Ll5r6Pj7d/ClLd5gbe5ZSOinlaumezWWX0eJEPv9nsb8z4DU9rmH9kfV1t/ReKqWEEEKIqhcdrY9OqqUa+Tfi8WGPMyjSeT9PUcqNpFTS1CS+SvjKywGJ8txOSimljgOTgSzgG8MwrjUMR3tjCyGE8KrNm/XRSVJKKcXWzK10jeha9sLgwTqhtWmTqal8Lb7EhMawN7u0Iqm4GNascbl0b9eJXRSWFJqqlAKdmNp3/z5KZpaw7/59rpuSd+yoXyaTUs/++iwvrX7J1Niz0tJ0dZDZpFRpouy2I63sXr6x143suHsHsWGx7sVRW7iRlLLmWyUpJYQQQphhIikFurI8vl18NQRUD7ixfE/UDBdrECoyDOPd0j9uBkYBHwIvGIaxDsgEXG2vo5RSt7o7rxBCCDtM7Lx39PRRTuafrFgpZdsxb9Uq6NfP1HRtm7Y9l5RKTdXl5S6SUp3CO7H97u00D/biG4LLLoPXXtPxNGrkdOigyEH8L/V/lKgS8823zTY5L5UfHob/wIEYS5bAE09UuB4eHE54sOtdYGotN5JSq29bTX5RvpcDEkIIIeoBk0mpvKI8jpw6QtumstTMqcJCOHHCVKWUUopL5l3Czb1v5pqe11RDcMLGk+V7NwE3AhcDpds40RwYB1xfes3Z66bKBCyEEOI8qakQGwtNmjgcEuwXzDuT3mFs+7FlL8TEQKtWbvWVahvWlr1ZpUkp230uklI+Fh86hXfybl+hCRP0LnzLl7scOjhqMNZ8KzuO7zD//ORksFh0TykTHvn+EV4M34FaswaOHbM7Zk/WHq7+7GpSjqWYj6O2sFr19spOfu5sLIaFID/HyzuFEEIIUSoyUv//1UVS6okVT9DttW7ndlUW9h0/ro8mKqVO5p/kuz3fceT0ES8HJcrzdH9moxIvIYQQVcXEznuhgaHc0ucWOoV3KnvBMHRCybaDngltw9py7Mwxcgpz9H0REdCundN73vnjHZI2JZmewyMXXaQTJCaW8Nl6MKw+aP77JjlZ77oX7Hz3QJt1h9exaUAMhlLwlf3eBE38mzB/63w+SvnIfBy1hdUKISE6UeeEUoo/Lf4TX+/6upoCE0IIIeowf39o2dJlUiouLI68ojzSz6RXU2B1VHrp34+JSqnMnEwA2X2vBniSlGpbyZfz316EEEKYU1QE27a5TEr9ceQPNh1z0Ddq8GDYufPcJ0kuXNX9KpZeuxQfw0dXSg0apJNbTsxZPYdPUr2805y/P4wZoxNALj417BLRhSb+TUjNSDX/fDeanBeXFJN8NJnQQSP0J55Lltgd17xRc0a3G80nqZ/UvU86rVZTS/dOF5xm7h9z2Zy+uRqCEkIIIeqB6GiXSanYUN2TMs1aRzdMqS4ZGfpoolJKklI1x5NG52mVfXnjGxFCiAZn924oKHCZlHps+WPcushBKz9bXymT1VKdwjsxvuN4Ak7nwpYtLpfuFZUUsT1zO90izDU5r5QJE+DgQZeN230sPuy9by/PjXnO3HMzMuDQIejd29TwbZnbyCnMoX/kAN3r6ttv9dJCO67pcQ37svex+pAbVVu1gcmkVHZeNoA0OhdCCCHMMpGUiguLA2Bf9j7vx1OXSaVUneDp8j0hhBA1zdbk3EVSamvG1opNzm3699dLsEz2lSouKWbJjiXs+fZTfWKQ8+2Id5/YTWFJId1bOI+xSowfr48mlvC51WTczSbn6w6vA6B/m/46KXX6NPz8s92xU7pMIcAngE82e7mSzJWCArjzTtizx9x4SUoJIYQQ3mFLSjmporbt3puWLfUeTrmRlLIYFro170aLRq7HiqolSSkhhKirbEmprl0dDjldcJoDJw/QJdxBUqpxY92822SllMWwcNVnV7H9qw/1sr2BA52HWLpErlvzaqiUatVKJ9kcLJc7356sPVzzxTWsP7ze9XM3bNBHk0mp7i268/CFD+seXqNGQWAgLF5sd2xoYCi397+dmNAYU8/2mi1b4PXX4c9/Njc+O1uSUkIIIYQ3REfrD7RsO93aERIQwn8u/Q9j2o+pxsDqoIwM8PGBpq432xnXcRypd6aerUIT1UeSUkIIUVdt3gxt20KjRg6H2HaY69rcceLqbLPzkhKXUxqGQWxoLC1SdutkmIvExAHrASyGxXGlVlWbMEFXfWVmOh0W7BfMJ5s/4ae0n1w/MzlZ71TYrJmpEPq36c9zY57Dx+KjG6OPHq0TZQ4+8Zxz6Rz+PMRkMshbsrL0ceFC+P131+NNVkrlFuUS5BskSSkhhBDCrOhofXSxhO+eQffQu1Vv78dTl6Wn6015XGzMImqW0386hmHEeONVXd+cEELUa6mp0KOH0yHbMrcBOE8KDRqkkwzbt5uatm1YHO23Z7jsJwVw3+D7OPXYKRr7Nzb17EqbMEEnf752vttbq8atiAmNMdfLyY0m54XFhaw9tJb8ovN6SF12GezdC1u3OryvoLigZpuB25JSfn7w6KMum8WbTUqNbT+WnBk59GvdrwqCFEIIIRoAk0mpQycPsfLAymoIqA7LyDDV5Bxg5g8zufzTy70ckLDHVcpwH7C3il8mG1YIIYRwqLAQduxw2U/q0g6X8u1139KhWQfHg2zJJZN9pQbmhhN2pthlPymbYL9gU+OqRL9+eitlE32lBkUOYvVBF0mp06f137PJpFRqRioD3x7I/K3zz5289FJ9XLHC4X13Lb2LEe+NoKC4wNQ8VS47Wx///Gf45RdYtszxWKVMJ6VsDBc7NAohhBCilMmk1OzfZzN23ti6t4NvdUpPN9VPCmBT+iZ2n9jt5YCEPWbr2IwqfgkhhKiMnTt1YspFUqpZUDPGtB+Dv4+/40GdO+sEg8m+UgMO6mV+p/o4n7uopIjLP72cZTudJDiqmsUC48bpSqmiIqdDB0UOIs2axtHTRx0P2rRJJ2FMJqVsPar6t+l/7mRMjP6Ubr3j/lWTu0zmRO4Jvtv9nal5qpytUurhh6F9e3jsMcfLOXNz9d9tWJjLx36y+ROuX3C9vGEWQgghzGrdWvdBcpGUig2N5XTBabLysqopsDrIjUqpjDMZsvNeDXGVlNpf+kqrwtf+qv4mhBCiwTG58947f7zDmkNrnD/LYtFVTyYrpS4+GkRxcBBBvfs7Hbcnaw9fbvuS9DPppp5bZS67TFf+uOiNdGH0hfRu1Ztjp485HuTBznuhAaG0b9b+3EnD0BVcTpJSY9uPJdg3mGmfT8PylIW4OXEkpSSZmrNKZGXpn4NmzeCZZ3Qy7uOP7Y+1NV41USm15tAavtz2pVRKCSGEEGb5+OjElIuklK0h977sfd6Pqa5yo1IqMydTklI1xGlSSikVp5RqW9Wv6vrmhBCi3kpN1UmELo57RRWXFHPnV3fy+ZbPXT9v0CBISdHL1Vxo9EcKPoMG4+sX4DzE9Grcee98Y8bo3kgulvANiR5C8p+S6dWql+NByckQHg5RUaamXndkHf3a9MNilPvfa//+eoe73Fy793225TPyi/M5U3gGhSLNmkbi4sTqS0xlZenKJ8OAadN0Eu6vf4UCO8sJ3UhKZedlS5NzIYQQwl3R0a4rpcJiAUjLTquOiHSVtJMdAWud/HwdrySlaj1pQy+EEHVRaiq0awdBQQ6H7M3eS0FxAV0jnOy8ZzN4sF6utW6d83G5uagNG/gjxo9f0n5xOnRLxhbAxc5/3hASAhddZKqvFOB8aZmtybmJSp/8onw2Ht1I/9Z2Ksj69YPiYti40e69M5bPoFgVlzmXU5jDjOUzXM5bJbKzz22XbLHAP/6hm7O/+WbFsZKUEkIIIbzLTFIqVCelqqVSatMm/QFbx466fURdYNuJ2cTyPaUU/dr0o2eLnl4OStgjSSkhhKiLNm92uXTP1M57Nram5a76SiUnYxQV8Vzxz3y25TOnQ1MzUokNja2+nffON2GCTtylOf/0cM6qOcTMiaG4pLjixcJC/fdscumej8WHb677hpv73FzxYr/S3eccJP32W+2vbHd0vsplZZ1LSgGMHQsjR+qlfKdOlR0rSSkhhBDCu6Kj4eBBp7vhNgtqxudXfc7UrlO9F0dxMfzrXzBggH5PlJEBu3Z5b76qlF7aPsJEpZRhGHxz3TfcMeAOLwcl7JGklBBC1DX5+brReY8eTofZklKdIzq7fmZ4uP70y1VfqdLrx7rHsTd7r9Ohgb6BXBh9oeu5vWHCBH10US3VNLApB08ePPt3VcaWLXr5msmklK/Fl4vbXmw/CRgV5bTZeUxojFvnq1z5pJRhwD//qd98vvhi2bFuJKUa+zeuvu9BCCGEqC+ioyEv71y1jx2GYXBFtyvOLuOrcrt3w4gR8OijMHHiuZ15N2/2znxVLSNDH002Ohc1R5JSQghR1+zYoT+5MlEp1aJRC5oFNTP33MGDddLJ2XK2VasgLo6QuE4uy8XfnfwuH13xkbm5q1qnTtChAyxZ4nTYoChdIbb6kJ0KMTebnC/avojv93xv/6Jh6LJ3B0mpWfGzCPYLLnMu2C+YWfGzTM1dabaeUucbNAguvxxmzz73xg70Uj8wlZRadM0ikqZWY8N2IYQQoj6IjtZHF0v4Nh3bxJfbvqzauZXSy/d79dIJqHnz4LPPYNgwvcS/riSl3KiUWnVwFe1easfqg+Z2ohZVS5JSQghR15jcee+1Ca+x5jYXO++db9AgOHoU9jtZMrZqFQwaRNuwtuzN2uu8H1NNMgxdLfXDD5CT43BYp/BOhAaE2n8TkpwMwcG6gsyEmT/OZPbvsx0P6NdPV1/ZiSehZwJzJ86ldePWAIQHhTN34lwSeiaYmrvSzu8pdb5Zs3S8zz577pwblVJCCCGE8IAtKXXwoNNhb657k5sX2mkb4KnDh2H8eLj9dhgyRCegEhL0+6qgIP2BX11JSrlRKXX09FH2Zu/F38ffy0EJeyQpJYQQdU1qqt4uuLPzZXn+Pv7ulXQPHqyPjpbwHT6sP7EbPJi2YW05U3iGzBz7ZeXLdi6j75t92ZO1x/z8VW3CBF36vmKFwyEWw8LAyIGOK6UuuED/XbuQW5jL5vTN9puc27hodp7QM4EDDxwgJCCEK7peUX0JKaUqLt+z6doVbr4ZXnvtXH8uq1W/OW3svFdYiSphzIdj+GTzJ14IWgghhKjHTFZKxYXFkZ2Xzcn8k5Wf89NPdWuIn36CV16Bb76puPtwjx51JymVng6+vhUrwe2wvZ+V3fdqhiSlhBCirklN1Z9UBQQ4HHIi9wT3LbuPTcc2mX/uBRdAYKDjZue284MHc3Ofm8l+JJvmjex/+rTh6AaSjybTPLgG1/EPHw6NGrnsK3XdBddxeZfLy1Z9lZTAhg2ml+5tOraJopIi+rdxkZQCh0v4QDdLHxo9lF/2O9/ZsErl5ureWY7etM2cqZNQTz6pv7ZadZWUxflbiFP5p/h+z/ccPnW4auMVQggh6rsWLcDPz/UOfKUfPqZlO9/YxakTJ+Caa2D6dP2B54YNcNdd9v8/36OHbnSem+v5fNUlPV3/PZrYQdmWlAoPDvd2VMIOSUoJIURdk5rqculeanoq/1nzH/cSAn5+uu+Ro0qpVavA3x/69CEkIITQQMfLt1IzUokJjaFJQBPz81e1gAAYM0b3lXKyzPCGXjcwc+RMjPPftOzZo3edM5mUWndY76rnNCkVFaXfHDlJSgFcFHMRWzO3OqxCq3K2HlH2KqVAf1p7zz3w4Yf601FbUsrVY/P0c2X3PSGEEMJNFot+3+AqKRWqk1Ku+nw6deut8Pnnesn+L7/ovpyO9OihP7jbZmeDmNomI8N0k/PMnEyC/YIr9PcU1UOSUkIIUZfk5elPqEw0OQfs7wTnzKBB8Mcfeoe/8latgt69ISCAElXC48sfZ/H2xXYfsyVjC92ad3Nvbm+YMEH3Y0hJcTrsdMFpDp48r2+Dm03ONxzdQItGLYgKiXI8yDB0tZSrpFTsRbRq3Kr6lj5mZemjo6QUwGOPQUgIB+++gW//+IyNeWnEzYkjKcVxE/OsPP1cSUoJIYQQHoiONrV8DyDNWolKqZQUuOIKePxxvdzNGdvOz3VhCZ+tUsqEzuGduarbVV4OSDgiSSkhhKhLtm3Tn1DZ3hQ4Gpa5jSDfIGJCY9x7/uDBOiFVvu9RURGsW3e275TFsDB3/VyW7qy4NK64pJitmVvpFlELklLjx+ujiyV8fd7sw/1f33/uRHKy7iXl4u/Z5o3L3mDd/60rW21lT79+utLNSfP1odFDOfznwwyMHGhq7kozk5Rq1owNN4wl6qdkeu/JxRqg3wAnLk50mJiSSikhhBCiEkwkpVo0avH/7N15fFTl9cfxz5ONJCwJkIQ1CwJCWERZVQRUFBWLoKJVY7WtilptRW1dmlq1/tBWq+JSrbgvsXUX0CoqCqIom6JhFyEJhCVkB5KQ7f7+uJlAyEzmTpLJ+n2/Xnnd5M4z955AgOHMOefhm6u+4fLjLq/fPSzLnhnap4+z9QMG2FXzHpJSKakpJMxNIODeAK9vXvmdD5VS14y6hpdmvOTfeMQjJaVERFoThzvvbcrZxKCoQQQYH/+adw07P3qu1Lp1diLF9TjQr2s/tudvr3WJA6UHmD5oOhPiJ/h2b3/o3RtGjvSalBrde3TNYedr18KQIfaMLQcCAwKJjYj1vnDUKDup6GHYOYAxxntyqzG5klJeBoFe2udbdneCmCIoqPplKSorInlxstv1ASaAodFDieno7F1KEREROUJsLGRm2q8bPDDGcGLfE+v/BlB+vj0fymlSKjgYBg92m5RKSU1h1sJZpBekY2F5ffPK73yolJLmpaSUiEhrsn69XVo9cGCdy/KK83xv3QN7fkGfPrXnSrm+PjIpFdmP7Xm1k1IRoRH8d+Z/mTF4hu/394dzz4VvvoGcHI9LxvUZx87CnWQWZtonvv/ep9a96z+4noyCDO+LHQw7B3hr/Vsc+8SxHCw96CiGBvE2U6rK5pKd3DvJ/rzgiBn76QXpVFRW1Fo/MX4i6363jmExzqrNRERE5AixsVBWBnv31rnss22f8eyaZ+t3j11Vs0d793b+HA878CUvTqaorGYleF1vXvlVcTEcOOC4UmrYU8O44cMb/ByUeKKklIhIa7J+vT2AMiSkzmXLr1rOq+e/Wr97jBvnPikVHQ0JCdWn+kX2I70gnUqr5jt4pRWl9buvv5x7rv0u48cfe1wyrs84ALtaas8e+8NhUmpp2lL+vebfBAV4mcMAjoeddwrpxE+5P/HtTg9D5xuTk/Y9IC4ijudHwjd9YdVRb6iOnDeSj376yE8BioiItEOxVRXYXlr43lr/Fsmf1zPxk1n1ZpzTSimwk1IZGVBYWOO0pzfnHL1p19j27bOPDiuldhbudPY6TvyiUZJSxpgQY0yMMSbOyUdj3FNEpF1ysPOeS73/cT3xRHv3Odc/6GAnpU48sca2uv269iMkMKTWLnFXLbiKE55xltBpEmPG2Am1Olr4Tuh1AsEBwazYucLnIeerd6+md+fe9O7s4F1Gh8POT449GYNhWcYyRzE0iCsp5WVHvTmT5xDcIYyTr4bHqwrmwoPDuWHMDRwoPcDr616vXpuSmkK3f3TD3GuInxvfvDMlREREWiOHSan4yHj2Fe2rVaXkiKtSytekFBweKVHF0xxTn+ebNoasLPvoIClVWlFKwaECosKj/ByUeFLvpJQx5lhjzJPGmJ+AImA3sN3BRxNtJyQi0sYUFdnJIi9JqUVbF3Hhmxey90Dd5d4eHT1XKi8PNm+u0boHcM3Iayi8o7DWzKAN+za0rDlCAQH2wPOPP7YHtrsRGhTKy9Nf4je9z4VPPrFPHn+8o8uv3rWa0b1HO4/HwbDziNAIRvQc0XRJqc6dve64kzQ8ibsn3Q2AwRAfEc+8afN4cuqTbLxhI4+f/TgA9y+7nyvfu7J6972MgozmnSkhIiLSGjlNSkXEA5CeX48d+FyVUr16OX+Ohx345kyeU2uWaXhwOHMmz/E9roZyvbHqoH0vp8ge76CkVPOpV1LKGPMb4AfgeuCYqusYHz5ERMRXGzfau6R4SUp9u/Nb3tv4Hl06dKnffUaNsneec7XwrVxpH49KSgUGBNYayF1pVbJx30aGRjur5moy555rJ1+++cZ+V/DLL+GFF+ztjy++GEaO5NJTrmPwsEkwdy4kJnqtHAIoPFTI5uzNjO7lY1LKy7BzgAlxE/h257eUVZQ5v3Z95Od7bd1zOTn2ZAAWXb6ItNlpJA1PAiAkMISuYfY1Hv3mUSqsmjOmmm2mhIiISGvVrRuEhXlNSiVEJgD2jEefZWYevo9T8fHQsWOtpFT/rv2ptCprDF2/Z9I91a8VmpQPlVKuin8lpZqPz70dxpixwLMcTjAVA6uBTOBQo0YnIiKHucqkh9U9OHpTziYSIhMIC/bhBcaRwsPhuOMOJ6W+/dZuOxtdM/FiWRa/nv9rTk84nSuPvxKAtPw0isuLGRI9pH739pcpU+xKoEmT7MSeS1AQ9OsHAwZw6KSxbOhyiNhRpxE16RxHl91ZuJP4yHjfKqVcv45r1sBJJ3lcNu3YaZSUl7C/dD/dwro5v76v8vIcJ6Vc1U+uBJQ7OcXuB8o3y0wJERGR1soYu1rKQfse2K/BfLZrl29DzsGuQB8ypHal1LI5dAvrRvrsdHbt38WgJwfVf1fAhvKhUqpTSCdmjZxVvw2CpFHUZ+DIH7EroyzgceAvlmUdaNSoREQEsGfzJC9OJqMgg6e+7Mw1wUEEDhhQ53M2ZW9q+D+sJ54Ir70GFRV2UmroUOhSs/LKGMNn2z4j0ARWJ6XWZ9mJsxZXKRURYVdA/fwzDBhw+CMurrptLSPnJ0Y+eSzz+p3MNQ53axkSPYTtN23HOjLR5U2fPo6GnZ/Z/0zO7H+m8+vWV14eREY6Wjqw20DunnR3dauAO3ERcW7frW2WmRIiIiKtmYOkVO/Ovcm8JZOenXr6fv3MTN/mSbkMG1ZjVucPe37ggy0f8LdT/0ankE4M7DaQP570R4b3GO77tRtDVhZ06GCPJ/CiX9d+PDPtmSYISjypT/veeOyE1EeWZc1WQkpExD9SUlOYtXAW6QXpWFj03VHIxm4VpGx8w+NzKq1KNmdvbpyk1P79dsvgihW1Wvdc+kX2Y3v+9uqv4yPjueXEW1pepRTADTfAI4/A735nV04dc0yNOUoDug2gW1g3ewc+Hx3dxuhlsd3Ct3q116WVVqX/K4x8aN9LjE7knlPvIbqj56TdnMlzCA8Or3Gu2WZKiIiItGYOklIBJoDenXvXmufkSH0qpcBOSmVlVVckDeg2gEfPepQbx94I2K+LHpryECf2df/60e/27bOrpBy8PiutKK21k7Q0rfokpbpXHd9tzEBERKSm5MXJNXZSGboPUqOtOmfz5JfkM7zHcE7o2cDd71xJqFdftStpPCSlEiIT2J53OCl1XI/jePish4kI9T6PqaUxxjC2z1hHSamU1BQS5iZg7jV0/UdX34d4jxoFGzbUOewc4Mb/3cjIZ0b698WSD+172UXZ7Dmwp841ScOTmDdtHvER8TUGojfLTAkREZHWLDYWdu/2uFGLy+upr/PAsgd8u3Z5OezZU/9KKageLdExpCOzT5xdo72/vLKc73d/T+GhQt+v31BZWY7mSQH846t/EHJfiP9neIpH9UlKufYI39+YgYiISE1HVsh0PAT98mF9dN2zebqFdWPF1Sv41YhfNezmAwfaiYp58+yvx41zu6xfZD92FO6o/od8S84WSspLGnbvZjSuzzjWZ61n/yHP/8QdWcEGdiLQ593lRo92NOx8TO8x5BTnsCl7k/Nr+8qHpNR9S+9j8JPeq/CShieRNjuNyrsrawxEFxERER/ExtqvF3btqnPZZ9s+48lVT/p27aws+9oNSUqtW8fdX9zN66mv11qyetdqRs4byWfbPvP9+g3lQ1Iquyibzh06ExwY7OegxJP6JKVcQzDqHmoiIiKeHTxoJ3pefdXjkiNn8CTaG4OwPqaJZvMYY8eXn2/34ycmul02OGowg6MGk1ucS6VVyQnPnMAdn93h//j8pKi0CAuLiL9HkDA3wW2i6c+L/1yjgg3qsbvcqFH20ctcqQnxEwBYlr7M+bV9UVZm/yw6nCmVV5LXfENLRURE2pvYWPvobdh5RDy79u/iULkP+45lZtrH+rTv9eoFXbuyf8033P/V/azMXFlrycheIwkNCuWrjK98v35Dudr3HMguztbOe82sPkmpp7F33fuVMfVpXBUREbZvh5Ur4Yor4Ikn3C45cjbPsKqdbddHw/jY8R4v+6dP/sTZr53dODG6WvbGjoXAQLdLko5LYv3v1tOjUw8yCjIoKitqeUPOHUpJTal+l9HCIr0gnVkLZ/HUqqdYuHkhy3csB2BHgfsXhj7NfnINO/cyV6p/1/707NSTZRl+Skrl59tHH3bfq2vnPREREWlEDpNSCZEJ9rLCutfV4EpK1adSyhgYNoyslZ9jMPzx5D/WWhISGMKY3mP4esfXvl+/oXyslFJSqnn5nFSyLGsR8G9gMPCcMaY+O/iJiLRvOTn2cdAg+MMf4P/+D47awS1peBJPTX2Knh17MiwLSoKgx3EnMXPITI+XXbVrFftLG6m72pWU8jBP6miunfda5JBzB5IXJ1NcXlzjXFFZETf87wbO++95PLHSTh56qlTzqYLNNezcS6WUMYYJcRP8l5TKy7OPDpNS+SX5dA1VUkpERKRJOK2UirR3xU3LT3N+bVdLYH0qpYCDxx5D9217uPK4K+jbpa/bNafEncJ3u7+rVWHuVwcPQnGx80opJaWanc8JJWNMHPAgEAFcCYwzxjwNfAtkA16nsVqW5eethEREWrjcXPv46qvwr3/BXXfZCYJ//rPGTiEnxZ7EnoN7uCTgOEKHBbDsmuXVjy3YvIDxsePpHt69+tym7E2cO/Dcxolx/Hg45xz45S89LrEsizNfPZOpA6dSUVkBtN6kVF2VTst+s6x6ePycyXOYtXBWjRdY9dpdbvRoWLTIHnYeHu5x2ewTZ5NbnItlWb7t8ueEKynltH2vOI9BUYMaNwYRERFxr0sX+8NBpVRQQBDZRdnOr52ZaVfCO6woOtqisJ1cUAJ/PuZKj2vGx47ngcoHWJm5klMTTq3XfXyWVdVe4PD7unLElXQL6+bHgMSb+lQ5pQFHvp0/GHjMh+db9byviEjb4aqU6tEDXnjBfsHxyCNQUADPPFPdLpdXbCcNum3bDadPqX56dlE2l71zGb079+aDyz7g2O7Hklecx96De0mMdj//yWedOsH//lfnEmMMP+f9zJrdawgJDKFXp16ttr0rLiKuenj5keIj4jkl7pTqr11Du5MXJ5NRkEFcRBxzJs/xfZj3qFGHh52fdJLHZSfHnuzbdX3hY6XUnafc2Wp/f0VERFql2FhHM6VKkksIDHA/bsGtXbugZ0+PIxq8iR57GrCYfpkHYbj7NRPiJ7Do8kWM6T2mXveol31V+7I5rJT6w7g/+DEYcaK+M6FMAz9ERNo3V6VU9+4QEACPPQZ//Ss8/zxceimUlgL2DJ/OJRC2ex8MPTyrKSo8ikWXLyKvJI8TnzuRv3z+FxL/ZSejHvz6Qd92gmugfpH92J63nWtHXctjZ/vyHkXLcuQMLxdPFVCNsrucw2HnAN/u/JaPfvrI93t44+NMqaTjkpg6cGrjxyEiIiLuOUhKGWN8S0iBXSlVn3lSVSZMvc7+ZN06j2u6dOjClP5T6BjSsd738ZkPlVIVlRXs3r+7ehdpaR71qVh6udGjEBFpb3JyICTkcNuWMXDvvRARAbfeCoWF8M475BXnMaTqDZ8jk1IA4+PGs+LqFUx4YQJzlh1OnOwr2seshbMA6pcs8VG/yH78b+v/OLHviZzY19n8qZao0SqgnHI47Bzgb0v/Rlp+GucMPMc+sXevXVV37LENi8GHSqmKygp+2PsD/SL7qVpKRESkqfTtC99953XZI988wu79u3loykPOrrtrV71eRxQeKuSpVU9x3ejriOzVq86kFMCGfRt4b+N73HHKHb4nzurDh6RU5v5M4ufG89y057hq5FV+Dkw88TkpZVnWb/wRiIhIu5KTY1dJHT0j6JZb7MTUrFlw1lkc/NsMhnpISgEc0/UYAgJqF70WlRWRvDi5aZJSXfux58Ae3t7wNmcccwaRoZF+v6e/JA1PapJfM8DxsHOACXET+GjrR/YwztBucO659hDP9esbFoMPM6Wyi7IZNW8U/5r6L3435ncNu6+IiIg4ExtrJ1oOHYIOHTwu+37P93yZ/qXzpFRmJpx6qs/hPL3qae5cfCdnHHMGo4cN85qUWrNrDX/54i9MGzSN43oc5/P9fOZD+55rBpcGnTev+rbviYhIQ+TmQjcPQxWvugr++19YuZJfzX6BuyrGY4WFQb9+bpdnFma6PV/X4O7GdHzP4wG46K2LWJdV9wsTOcro0bBhgz3svA4T4icA8FXGV/DWW3Yiy0spf0pqCglzEwi4N4CEuQnuWzrz8yE01P7wIq/ETmBp9z0REZEm5NqBL9P96z2XhIgEdhbudNaKVlRkvwbwsX2vuKyYR759hLP6n8Xo3qNh2DD7dUxFhcfnjI8bD8DXGV/7dK96y8qyOxE6em8ZVFKqZVBSSkSkObgqpTy56CJYsIAOW9NI+PBrzJAh9uwpN+Ii4nw639gKDhVUV0dd+s6lTTrPqtU7cth5HUb3Hk1IYAhf/7wEkpPtk/v3Q0mJ2/UpqSnMWjiL9IJ0LCzSC9KZtXBW7d+bvDzH86RcQ/fVuiciItKEXEkpb8POI+OptCrJ3F938gqwW/cAevd2FILrja7w+8PJOpjF2N5j7QeGDbMrt7dv9/jcfpH96NWpF1/vqF9SytGbbEfat8/xkHMlpVoGJaVERJqDt6QUwNlns+X1Jynv3BFO9rwDmy8DuhubK/mRX5IPwM7Cne6TH+Kea9i5l7lSoUGhjO0zlh7/WQA//wwzZtgPuErUj5K8OJmisprVV66Wzhp8SUqpUkpERKTpOUxKJUQmAJCWn+b9mq6qKweVUke+0eXy8LcP26/1hg2zT9TRwmeMYXzceLva20eO32Q7UlaWo3lSAPsO2q+jlJRqXkpKiYg0h7ra945wx6EPOOmeWHjwQY9rkoYnMW/aPOIj4jEY4iPimTdtXpPMRnKc/BD3XMPOHcyV+s+UZ7n104MwaRJceaV90kNSylPrZq3zeXmO5kmBKqVERESahcOkVL/IfsRHxFNcVuz9mj5UStX5Wm/IEPuEl7lS42PHs69oHzlFOd5jc3pvT7KyHFdKjY8bz/2n39+q56G2BR4HnRtjPq/61LIsa7Kb8/VV43oiIu2OZTmrlMKuTgntGuV15k+TDug+guPkh7hnjD1XykFSqu/zb9ovtObPt3+G4PAOM0eJi4ir8Y7mkedryM+HXr0chXpy7Mm8NP0l+nSu//bRIiIi4qPwcPuNTC9Jqf7d+pM2O83ZNX2olKrztV6nTvbMUy9JqVmjZnHDmBsIDgx2Fp+Te3uybx+MGOHo+qN7j7ZnY0mzqmv3vVMBy4fzTpgGPFdEpG0oKoLSUmdJqeK8JpsNVR+Okx/i2ahR8PHH9s9FeLj7NVlZWA89xLpTjmVVhw38tvPE6vPuzJk8h2sWXENx+eF3S922dOblHX6X04t+XfvRr6v7YfsiIiLiR7GxXpNSPtm1y37N0aWL16VeX+s52IHv6DETTvn8OtOyfGrf25a3jQ6BHejTRW+4NSdv7XumjvP1+RARkZyq0mUH7Xt5JXktul2qOedZtRmuYedr13peM2cOpriYv54RaM9RcL3YctO+tyRtCdMHTefZ856lb5e+APTp3Md9S6cP7Xsb921kZeZKR2tFRESkETlMSv3pkz9x9YKrvV8vM9OukjLe/4vu9bXesGGwebP9hmsdnl71NL9671feYzvCXRPvqnWuzteZ+/fbcThs37tqwVVc8s4lPsUkjc9jUsqyrICqj0AP5+v7EejpniIi7YIrKeWgUiq3OLdFD5ZuznlWbYZr2LmnFr5t2+Dpp+Gqq4gbeybf7vyWsvBQCAmpVSn1zY5vOPu1s7nt09tIGp7Ejpt3YN1tsfOWnbV/TyoroaDA8aDzh5Y/xIVvXujrdyciIiIN5TAptXP/TpakLfF+vV27HLXugf1a75lfPFP9da3XesOGQXk5bNlS53V2H9jN66mvs//Qfkf3BThQegA4vMlKdHh03a8zXa+LHFZKZRdlEx3uLIEl/qNB5yIiTS031z46SEp9cOkHXDf6Oj8H1DBJw5NIm51G5d2VpM1OU0LKV336QI8enpNSd90FQUFw991MiJ9AUVkR3+353n7BdUSlVHp+OjPemEHfLn2577T7qs+n7k11vxNPYaFd5u7D7nstOUEqIiLSZsXG2q8fi4rqXJYQkUBGQQYVlRV1Xy8z09GQc5fTEk4D4KmpT9V+redgBz6wh51XWpV8u/NbR/csryxn7oq5jI8dT8bN9gypm8bdVPfrTNfrIoeVUtlF2dp5rwVQUkpEpKn50L43KWESg6MG+zkgaVbG2NVS7pJS338Pr78Os2dD795MiJsAwLKMZXZSquodwf2H9vOL//yCQ+WH+OCyD+gefjjhOemlSTy8/OHa186zd9NznJQqztPuNCIiIs3B4Q588ZHxlFWWsfvAbs+LLMunSimwZy8B7mdLDhoEgYFek1InxZ5EgAng6x1fO7pnfkk+I3uN5E8n/4lOIZ2Ii4hjQ/aGup/kQ6WUZVlKSrUQSkqJiDQ1h+17ecV5vJ76OpmFmU0QlDSrUaNgw4ba74DeeaedvLztNgB6dOrBSX1PoqyizH4XsOrF140f3cjGfRt5++K3ayUxu4d3J7s4u/Y9XUkphzOlWvp8MxERkTbLYVIqITIBsKunPcrNhUOHfKqU2p6/HYB+kW6SUh06wMCBXpNSXTp0YXjMcL7K+MrRPaPCo3jn4neYPng6AEOih7Bx38a6n+RKSjmolCo8VEh5ZbmSUi1AXbvviYiIP7ja97xUSv2U+xNJ7ybxwaUfaFeQtu7IYecnn2yfW7wYFi2Chx+ukThaftVy+5OYjfZgUeCeSfdwzoBzOOOYM2pdOio8iuwiN0mp/Hz76LBSKr8kX+17IiIizcFhUmpAtwGcEndK3dfKrHqz04dKqcSoRP540h+Jj4x3v2DYsLo3bKkyfdD0w7vpVVbab7798pcwcmSNdZuz7dc3g6IGVZ97aupTdO7Que4b+NC+FxIYwiszXmFU71Fe14p/KSklItLUcnKgY0f7naU65BXblSyqTmkHRo+2j2vW2Empykq4/XaIi4Pf/a7G0pTUFJIXJ/OHrelcl2l498fXuPy4y92X1APdw7qza/+u2g/42L730vSX1L4nIiLSHFwJJAdJqWW/WVb3tXZVvSbwoVJqTJ8xjOkzxvOCYcPgnXfsiu/wcI/L7j3t3sNf/Oc/8OCD9ptkzzxTY92di+/ky/Qv2XXrLkICQwAPrYNH27QJevaEsDCvS8OCw/jVCN92AxT/UPueiEhTy8lxvPMeoOqU9qB375rDzt9+2/78b3+D0NDqZSmpKVyz4BrSC9LZ2xHCyyxufOs3pKSmeLy0x0opH5NSp/U7jRN6neD4WxIREZFG0qGD/TrBwQ58XtWjUiotP42DpQc9Lxg2zJ5VtdFLe12VQ0X77Y1cAFaurPHY1tytvL/pfa4ddW11QgogpyiHe5fcy3e7v/N84RUrYNw4RzHsPbCX5TuWU1xW7Gi9+I+SUiIiTS0319GQ87wSVUq1G0cOOy8rg+Rk+wXe5ZfXWJa8OJnicvvFU1ZH+1zk/nKSFyd7vPT1o6/n6XOfrv2ADzOlisuKeWfDO+woaIQXwyIiIuK72FhHSanL3rmMmW/O9LzAVSnVq5fjW096aRLXfVjHbtAOd+ADmPjiRFJ+Pwm2b4eTToLU1BozNed+O5fgwGBuHHtjjecZY7hn6T18vv1z9xfOy4MtW2DsWK8xAHy89WPGvzC+7qHw0iSUlBIRaWoOK6Wq2/dUKdU+uIadP/YYbN0Kf/+7vZvNETIKMqo/31dVHR9zsOb5o43rO45zjz239gP5+fb1O3XyGtrOwp3MfGsmS9KWOPlOREREpLE5TEqVVZaRmpXqeUFmJkRFeR0jUX29ijJ2Fu50P+TcpX9/+3oOklL9g3sw7c0fsCZNgj//GSoqqivFc4tzeXHti1w2/DJ6da6ZNOsW1o0eHXuwYZ+HHfhWrbKPDiulXFXkGnTe/JSUEhFparm5jpJS14y6hm+v+pYOQc5eNEgr5xp2/uc/w8SJMHVqrSVxEXHVn7sqpaKLap4/WtbBLD766SMOlB6o+UBent26Z4zX0FS1JyIi0swcJqXiI+LJKMjAsiz3CzIzfWrdyyjIoNKqrDspFRQEiYmOklLXLSsm+kAle5JvOlzVVNXCt2LnCizL4pYTb3H73CHRQ9iY7aFFcMUK+zWNa06nF/uK9hEcEEznEC/D08XvlJQSEWlqOTmO2vdiOsYwrq+zd3ukDXC9iCorg3/8w22yaM7kOYQH2yVS+6qSUrElIcyZPMfjZb/K+Iqpr09la+7Wmg/k5Tlq3YPDVXsadC4iItJMYmNh/34oKKhzWUJkAiXlJew9uNf9gl27fBpyvj1/O+Bg0PiwYd6TUvv2Mfr1Jbw3GD7vUQQxMZCQYCeUgHMGnsPuW3czvMdwt08fEj2EDfs2uE+4rVwJgwdDRIS3bwmwK6WiwqMwDt6cE/9SUkpEpClVVjqulFqweQHvb3rf/zFJy9C7N/TrBzNnwoknul2SNDyJedPmER8RX52UujbuApKGJ3m8rKssPacop+YDrkopB6orpdRKKiIi0jxiY+2jl2qp+Ih4ANLz090v8LFSanteVVKqrkopsJNSO3fa4wE8eeABAoqKuf+cjnyV8ZV9btw4WLGi+g2wiFDPSaXEqETKKsrYV7Sv5gOW5dOQcziclJLmF9TcAYiItCuFhXZiykFS6tFvH6WisoIZg2f4Py5pfsbY7/J5mfGUNDzpcBLq0XBOCKz7hWX3MPtnrdYOfPn5zpNSxWrfExERaVZHJqVcg8XdSIxO5NJhl1ZXVtdQVgZZWT5VSp0SdwqPnf0Yfbp4SWS5Ylq/HsaPr/14ejr861+YX/+ayy8+jv7d+tvnx42DN97ggsdOpl/iSbww/QWPt7h65NVcP+Z6AsxRtTVpabBvn+Mh5wB3TbyLwkOFjteL/zRqUsoYEwrEAFiW5XnqqohIe5VTVa3iZPe94jziI+P9HJC0KFE+vmMXE2O/uKzrkq5KqWI3lVIJCY5uc+GQCxkWM4zo8Gjf4hMREZHG4bBSakC3Abx+4evuH9yzx64q8qFSKjE6kcToRO8Lj9yBz11S6p577Dfg7rmHm1zfC1Qnkjr/sImJZ99e5y08zlmtmknlS6XUqN6jHK8V/2rs9r2zgDRgWyNfV0SkbXAlpZzsvleSp3YpqVtMjP3OYB26hdkJ0FqVUj7MlIrpGMOE+AkEBwbXJ0oRERFpqF69ICDA0bBzgNKK0tond+2yjz4kpb7Z8U2du/xWi4uzq73dzZVavx5eeQVuvBFiY6m0KlmXtc5uMRw5kvJAw+R9Hbl02KVeb/PHT/7Iw8sfrnlyxQoIDYXh7mdRufP+pvfZnL3Z8XrxH3/NlNK0MBERd3Jz7aPDSikNlpY6RUd7rZQKDgxm0eWLuGLEFYdPWpZP7Xufb/+c9za+14BARUREpEGCguy2OwdJqUkvTeL8N86v/UBmpn30oX1vxhszuG/pfd4XGuN52Pmf/2wnrO68E4DismKO//fxzFszjx8Lf+KHGIvzCno62nH6m53fsGDLgponV6yAkSMh2NmbZxWVFVzwxgWkpKY4Wi/+pUHnIiJNyWGlVHllOftL96tSSurmoFIKYEr/KSREJhw+UVRkz5VwmJR6atVTJH+eXM8gRUREpFHExtrDxL3oFtbN/aBzV1LKYaXUwdKDZB3Mqvkaoi7DhkFqqv3ml8vy5bBgAdx2W/Xr344hHTmh1wl8veNrnl71NN/FBhG/Jcueu+rFkKghbNy38fCJsjL47jvHrXspqSkkPJaAhcWTK59UYqoFUFJKRKQpuSqlvCSlAk0g6bPTuWHsDU0QlLRarkopd1sjH+HL9C/5eOvHh0/k2YPLnbbv5Zfka8i5iIhIc4uNdVQpFR8RT1p+GtbRrw927bKriRzOsEzLTwOgX1cvO++5DBtmvwHrquK2LLjjDujRA2bPrrG0e1h3lqYv5Zk1z7AuIZyAwv2w2Xs7XWJ0IvuK9h0eS5CaCiUljpJSKakpzFo4i52FdmIvrySPWQtnKTHVzJSUEhFpSq5KKS/JAGMMcRFx2qpW6hYTA4cOwf79dS77x9f/4C+f/+XwCVdSyunue5pvJiIi0vxcSSkvb0YlRCZwsOwgucW5NR/IzDw8m8qB6qRUpA9JKTjcwvfRR7BsGfz1r9CxY/WylNQUvkj7AgALi0+j7F3wlr8z1+sthkQPAThcLeUacu5g573kxckUlRXVOFdUVkTyYlWDNyclpUREmlJOjp2QCqp789OMggzmfDnHfem1iEtMjH300sLXPax7zUHn+fn20WlSSvPNREREml/fvlBcfLjy3gPX68foh6JJmJtwuBJo1y6f5kltz98O+FgpBXZSqrLSniHVvz9cc02NZcmLk2sMYt8UBQUd4OePPewaeIQh0UPo37U/B0oP2CdWrLArxx3sKOxpYLujQe7iN3X/r0hERBpXbq6jnfc27tvIX774C6f1O434yPgmCExapeho+5iVZb/o8yAqPIqc4pzDJ1QpJSIi0vrExtrHHTs8vp5MSU3hmTXPAHYVUnpBOrMWzgIgKTMThg51fLsZg2fQp3MfenTs4ewJMTF2a+C6dfD66/Djj/bxqAHkRyeBrABY1RsStx3weou4iDi2/mHr4RMrVthVUsb7XmtxEXGkF9R+wzcuIs7rc8V/GrtSKhv4suqjURljIo0xbxtjNhljNhpjTjLG3GOMyTTGrK36mHrE+juNMVuNMZuNMWc1djwiIvWSk+Ns570SO2mgRIDUyYdKqQOlBzhUfsg+4eNMqdXXrObOCXfWM0gRERFpFAMH2sf16z0uSV6cTHF5cY1z1S1qPlZK9e3Sl/MTz8c4SPgAh3fg++47uOsuOOEE+OUvay1zlwRa2QdG7MWuBHOqoAA2bXI85HzO5DmEB4fXOBceHM6cyXOc31MaXaMmpSzL+tqyrFMtyzqtMa9b5THgY8uyBgMjANfI/Uctyzq+6uN/AMaYIcAlwFDgbOApY0ygH2ISEfFNTo6jSqm84qqklIZLS12OrJSqg2s2WXW1lI/te/279ad3Z+cvYkVERMQPhgyBsDBYtcrjEk+taDlZ6VBY6HjnPYC3N7zN97u/9y1GV1IqLQ0eeMDt/Cp3yaG18SEEVwLfe7/fP5f/k5OePwlWr7bnazlMSiUNT+L/Tvs/IjpEYDDER8Qzb9o8koYnOXq++EermClljIkAJgLPA1iWVWpZVn4dT5kO/NeyrEOWZW0HtgLeJ5+JiPibw/Y9VUqJIw6TUucnns8P1/1weHC+q1IqIsLrLXKLc3no64fYkrOlIZGKiIhIQwUFwciRdSalPLWijaHqzSWHSSnLsrhqwVU8//3zvsXomit16qkwZYrbJUnDk5g3bR7xEfHVyaFf/vZh+0HX4PI6lFeW8+3Obyn5eql9YswYx+F1COpAwaECfv7Dz6TNTlNCqgVoFUkpoB+wD3jRGPO9MeY5Y4xrfP+NxpgfjTEvGGNc/3vrAxy5V+bOqnM1GGNmGWNWG2NW7/PS+iAi0iictu8V5xEWFEaHoA5NEJS0WmFh0Lmz1/a9mI4xHNfjOEICQ+wTeXl2QirQexFxWn4at312Gxv2bWiMiEVERKQhxoyxq4nKytw+7KlF7c/9f21/4bB9L68kj8JDhc533nOZOBF69oSHHqpzzlPS8CTSZqdReXclabPTuPD0G+2ZWStWeL1FYlQiAEVfL4Vjj3Vc+Q2wJG0JcRFxJEQmOH6O+FdrSUoFASOBpy3LOgE4CNwBPA30B44HdgMP+3JRy7LmWZY12rKs0dGud5tFRPylvNzufXdQKXX/5PvZcfMOr+tEiI72WilVeKiQp1Y9dTixlJfneJ5UdSupqvZERESa35gx9twlD3OlXFVI3cPs15u9OvVi3rR5nNHBTuQ4rZRKy08DfNh5zyUxEXbvhtGjfXse2G14DpJSQ6KHgAWh3/3guHUP7OqvJWlLmBQ/yfmcLPG71pKU2gnstCzL9RP6NjDSsqy9lmVVWJZVCTzL4Ra9TCD2iOf3rTonItJ8XC1TDiqlggOD6R7uPXklQkyM10qpg6UHueF/N7A0rarMPT/fp533QPPNREREWoSxVf/lraOFL2l4Ekt/bf+b/9CZD9ktart22Q86rJTanrcdwPdKqYYYOxa2b/f6uqZf1370PxBMeHbB4V8PBzZmb2Rf0T5OTTi1gYFKY2oVSSnLsvYAO4wxg6pOTQY2GGN6HbHsfGBd1ecLgEuMMR2MMf2AgYD35lQREX/KqRoy7aBS6vEVj/P8dz728Ev75KBSypXgrB50npfnPCmlSikREZGWo39/+9/wOpJSAIOiBtEhsANr96y1T2Rm2i3/nTs7us32/KqklK+VUg3hqnryMlcqKCCImwNPqfkcB7bmbqVjcEclpVqYoOYOwAe/B1KMMSHANuA3wOPGmOMBC0gDrgWwLGu9MeZNYANQDtxgWVZFcwQtIlItN9c+OkhKvbj2RWK7xHLVyKv8HJS0ejEx9u4zdQgJDKFzSGeyi7LtE3l59gwGB1yVUpGhkQ2JUkRERBqDMXZrnJekVFBAEM+d9xzDYqoGj+/a5bhKCmDWqFmclnBa0/77P2qUvVvfihVw7rl1Lr2hchSEfA0jRji+/HmDziPv9jyCAlpTGqTtazW/G5ZlrQWObkz9VR3r5wBz/BmTiIhPXJVSDgedH9fjOD8HJG2Cq33PsuocKBoVHlWvSqk/jPsDScOT6BTSqTGiFRERkYYaMwb+8Q8oKoLwcI/LLj/u8sNfZGY6nicF0KVDF0b1HtWQKH3XsaO9e5+DHfhYsQLrhOOxgoN8av8KDgyud3jiH62ifU9EpE3woX0vryRP7VLiTHS0PUQ/P7/OZd3Dux+ulPJhplRoUCh9uvTRQFAREZGWYuxYqKiAtWvrXJZfks+CzQvILc71OSn12LeP8cX2LxoYaD2MG2cnpSzL85rycspXr+RfZg0/7PnB0WU37NvACc+cwIqd3gepS9NSUkpEpKk4bN+rqKyg8FChklLiTEyMffQyFPTdi9/l9Qteh9JS+51Vh0mpV394ladWPdXQKEVERKSxjBljH7208K3LWsf0/05nefpX9o54Dtv3LMvijsV38OFPHzY0Ut+NG2dXdP/0k+c169cTVHyIb3pXsDF7o6PLLklbwto9a4nuGN1IgUpjUVJKRKSp5ORAYCB06VLnsoJDBQSaQO12Js5EV7248jLsPDYi1v6Zcu0CGRnp6PKvpb7Gyz+83IAARUREpFH17m1/eElKjehhz1vasnk5lJU5rpTac2APJeUlTbvznotrN726WviqHlvdN4CN+5wnpfp26ds835PUqdXMlBIRafVycux5Ul7aoLqFdaPsrjIqtD+DOOGqlPKSlFqatpQlaUu4u9cl9gkfdt/rFuZ9DpqIiIg0oTFjvCalOnfozIBuA9i1uWpDFIeVUs2y857LkCH2bKkVK+Dyy92vWbHCfk09oDsbsjd4vaRlWSxNX8qU/lM0jqAF8kullDEm2hjzoDFmuTFmpTHmWWNMoj/uJSLSauTmOhpyDmCM0c4g4ozD9r0v07/knqX3UJZdlbxymJTKL8lX1Z6IiEhLM3YsbNnidabk8T2PJ//n9fYXDiultudVJaWao6ooMNDeXXBFHbOfVqyAsWMZEjPUUaXUpuxNZB3M4tT4UxsvTmk0PieljDGnGGNyjTE5xpjxbh7vCawCbgXGAaOA3wJrjDGTGxqwiEirlZPjaMj52j1ruWr+VaTlp/k/Jmn9oqLso5dKqahwe93+PRn2CaeVUhq6LyIi0vK45kqtXl3nsuN7HI/Zvcf+wmGlVHpBOgAJkQn1ja5hxo2zh7gfOlT7sf37Yf16GDeOS4ddypUjrvR6uQqrgouGXMRp/U5r/FilwepTKXU+EAkUWpb1tZvHHwbiAHPURyjwujGm7mEqIiJtVW6uo6TUpuxNvLD2BYrKipogKGn1QkLs+VBeKqW6h9s/ewezdtonHMyUsiyLgpICIkO9rxUREZEmNHq0ffTSwvebE37DA4NvwDIGevVydOk7T7mTvX/cS1hwWEOjrJ9x4+wZWO52F1yzxt6Zb9w4Lh56MbefcrvXyw2LGcabF73JMV2PafxYpcHqk5QaA1jAp0c/YIyJBi6uevw7YBjQCXD9pERhV02JiLQ/rplSXuQV24OoVZ0ijkVHO66UKs7ebZ9wUClljKEouYi/Tvprg0MUERGRRtS1KwwY4DUp1btzb6LyDmFiYiA42NGljTHEdIxpjCjrxzXs3F0Ln+vcmDFYlsXeA3vJLsr2eCnLsthRsMMPQUpjqU9SqmfV8Qc3j/0CCKz6/GrLsjZYllVkWdZDwDLsiqmp9biniEjr57B9L6+kKimlOT7iVEyM46RUqWumlMPd94ICgggNCm1IdCIiIuIPY8fWvUtdlczNq8jp6vzf8j9+8kfe2/heQyJrmL597VZDd9/bypXQvz9ERVFcXkzPh3vy9KqnPV5qc85m4ubG8Xrq634MWBqiPkmpquEVuHv1O7Hq+JNlWWuPemxB1XFoPe4pItK6lZRAUZGzpFRxHmFBYUoEiHMxMV7b94ZED6HgjgKGBvWCsDDo0MHrZdPz07n+g+tZl7WusSIVERGRxjJmDGRmwu7ddS4rSf+Z9cH5ji5ZXlnO3G/nsmb3mkYIsAHGjfNcKVVVSRUeHE5CZAIbsz0PO1+StsS+XJ9x/ohSGkF9klKdqo6Vbh47Gbt173M3j+2qOmpfaRFpf3Jz7aPD3ff6dunrx2CkzXHQvhcUEESXDl0w+fmOh5yn5afx7zX/Zu+BvY0QpIiIiDQq17BzLy18PQoq2NJhP2UVZV4vubNwJxVWRfPsvHeksWNh69bDr6HBTsBlZtoJqyqJUYls2LfB42WWpC2hb5e+mifVgtUnKbW/6lhjdL8xpg8wsOrL5W6e50pimXrcU0SkdcvJsY8OKqUemvIQW36/xc8BSZsSEwPZ2VDp7v2iw+76/C52ZKzzaec9UCupiIhIi3TCCRAYWHdS6tAhOhUUk9Gpks05m71eclveNgD6dW3mpJQr8XRkC5/r8yOSUkOih7A5ZzMVlRW1LmFZFkvSljApfhLGKA3RUtUnKeX6ST7zqPMXHfH5V26e55pFlVOPe4qItG6ud3kcJKVEfBYdbSekjnw30Y1Xf3yV/XvSnSelNHRfRESk5QoPh6FD605K7dkDwK7O8P3u771ecnvedoDmr5QaNQqMqdnCt2KFPaz9+OOrTyVGJVJSXkJaflqtS2zO2czeg3s5NeFUv4cr9VefpNSn2NVO5xpjbjXGRBhjTgbuxG7dW29ZVpqb5x1fddxan0BFRFo1V6WUg/a9G/93Iw8vf9jPAUmbElO1Q46XFr7u4d3psL/Y8ZBzVUqJiIi0cGPH2kkpy3L/eGYmAPu6BrM9f7vXyxUcKiA8OLz5R0l06QJDhtSulBoxAkIPz109vd/pvDT9JbqF1X6N3bNTT149/1XOGXBOU0Qs9VSfpNS/gQNVnz8I5GLvrBddde7Ro59g7Fq5s7CTVs08MU1EpBn40L63cMtCftjrboNTEQ9cSSkvw86jwqMIO1DiuFLqUPkhOgR2oEuHLg2NUERERPxhzBi7UnrbNvePVyWl/vP7pfx10l+9Xu6Wk25h/537CQ4Mbswo68c17NyyoKLCTr6NqzmwvF/Xflx5/JVu30CLDI3k8uMup0+XPk0VsdSDz0kpy7J2A5cCB7ErplwfAK9blvWim6dN5nD73tJ6xCki0rr5MOg8rzjP7bs9Ih5FV70v5K1SKqw7nYrKHSel7pxwJ8XJxQSY+ryHJSIiIn7nbdj5Lnu/sfCEge4fd6PF/Ls/dqz9xu62bbBxIxw4UL3z3pFS96ayfEfNsdaWZTFvzTy3bX3SstTrp82yrA+BwcCfgGewq6OmWpb1Kw9POQk7GbUU+Kw+9xQRadVycqBDB7v3vw7lleXsL92vGT7iG4eVUtEdutGluNJx+x6gwaAiIiIt2bBhdjubp6RUZiaEhLCqZBvT/zudzMLMOi938VsX89Lalxo/zvo4cti5myHnLjcvupmbF91c49yWnC1c+8G1fPrzp/6OUhqo3ilQy7J2WZb1sGVZ11uWdatlWR/XsfY+y7JOsyzrdMuyDtb3niIirVZurt265+U/+Pkl+YBm+IiPXG2hXiqlHj3pHvsTh5VS//fl//G3pX9rQGAiIiLiV8HB9i58dVVK9e5NmVXOgs0L+G73dx4vVVxWzFsb3mJHwQ4/BeujYcMgLMxu4Vuxwn5TbWDtiq8h0UPYsG8D1hFztZakLQHQkPNWoIXU5YmItHE5OY5a94rLihnQbQC9OvVqgqCkzQgKshNTXpJSAQWF9icOk1L/++l/LMtY1tDoRERExJ/GjIE1a6C8vPZjmZnQpw/DY4ZjMKzds9bjZdIL0gF7TlOLEBRk78LnSkqNGQMBtVMYiVGJHCg9wM7CndXnlqQvoXfn3gzoNqApI5Z6UFJKRKQp5OQ4GnIeGxHLT7//iYuGXtQEQUmbEhPjtX1v00/fALA3uNTRJfNK8ogMjWxoZCIiIuJPY8ZAUZE9d+loVZVSnTt0ZkC3Aazdu9bjZbbn2bvz9YtsIUkpsNv1vvsO1q1z27oHdqUUwMZs+/u3LIslaUs4NeFUjSFoBRqUlDLGdDPG3GGM+dwYs9sYU2KMqZWeNcacboy5zBgzpSH3ExFptVzteyL+Eh3ttVKqKMueI7EnqMTRJfOK8zTfTEREpKXzNOzcsqorpQCO73l8nZVS2/OrklItpVIK7MHmpaX27ntuhpzD4aTUhn0bALvia++BvZwaf2pTRSkNUO+klDHmCiANmANMAnoAIRzeie9IQ4HXgPeMMRH1vaeISKvlsH3vk58/4fSXT69RfiziiINKqa4l9j/R+zq4Ke93I78kX0kpERGRlm7gQIiIqJ2UKiyEgwehd28ATo49mV6delFWUeb2MoEmkMFRg+nZqae/I3buyOooD5VS0R2jWXzFYi4/7nIAEiITyL09l0uGXdIUEUoD1SspZYyZBbwIdMJOQu0GttTxlJeBUiAUOK8+9xQRabUsy3H73s+5P/NF2hcEmsAmCEzaFAeVUhHFlQBkBbt/MXqk0opSenbqSa/Omm8mIiLSogUEwOjRh3eoc9m1yz5WVUrNPnE2X/32K4IDg91e5trR17Lxho0EmBY05ScuDnr0gISEw7sNu3F6v9OJCo+q/joyNJLOHTo3QYDSUD7/tBlj4oHHsZNRGcBky7L6Ard7eo5lWYXAkqovT/c9TBGRVuzgQSgrc5SUyivJA7T7ntRDTIyd/HQ35LRKp4N2MmpXULHXy4UEhpA2O43ZJ85urAhFRETEX8aMgR9/hJIjWvQz7bZ9V1KqVTIGbr0VZs+uc9naPWt5ePnDWJbFL9/+JfM3zW+a+KTB6pMC/T12m95B4HTLsr5w+LyV2ImsEfW4p4hI65WTYx8dtO/lFecRGhRKaFCon4OSNsf17qHr582NkMKDlAVAeVhIEwUlIiIiTWLMGPuNqR9+OHzOVSlV1b4HMDVlKjd8eIPbS4x9dixPrHjCn1HWz5/+BDfdVOeSJWlL+OOnf+TrHV/z5vo3yTpYd/W4tBz1SUqdCVjAq5ZlbfPhea618fW4p4hI65Wbax8dVkppho/US3S0fayrhS8/n+Du0dwx4U6vl/tx74+c/drZ/Lj3x0YKUERERPzGNQT8yLlSrkqpI5JS5ZXlfLPzm1pPLygpYNWuVZSUO9sMpaVxDTt/evXTAExKmNSc4YgP6pOUiqs61v5Jrlth1VGNnSLSvvhQKdW7c2/G9XU/xFGkTq5KqbqGneflQVdnSc+MggwW/byIQ+WHGiE4ERER8as+faBnz5pJqV277AHoHTtWnzqh5wms37ee0orSGk9vkTvv+cCVlHo99XV6derFwG4Dmzkicao+SSlXT4n3gRQ1dao6HqzHPUVEWi9XUspBpdTfTvsb7/3yPT8HJG2Sk0qpvDwyAw96LNuvsbTYnm8WGRrZCMGJiIiIXxljt/AdOew8M7PWPKnjex5PaUUpm7I31Tiflp8GQL/I1pmUWpq2FIO9y3DBoQJeX/d6M0ckTtUnKeV6C9bXaWlDqo576nFPEZHWy4f2PZF6c1VKeUlKZXeo4NNtn3q9nIbui4iItDJjxsDmzVBY1aSUmVmjdQ/spBTYg8GPtD2v9VZKpaSmMOuDWVhYABSVFTFr4SxSUlOaOTJxoj5Jqe+xB5ZPcfoEY4wBLsSeReVr25+ISOvmQ/veGa+cwd+W/s3PAUmb1K2bvSV0Xe17+fmUdelMdlG218upUkpERKSVGTsWLAvWrLG/3rWrVqXUsd2P5ZdDf0mvTr1qnI/pGMPZA85ulbNNkxcnU1RWVONcUVkRyYuTmyki8UV9klKuvRXPMsac4vA5twD9qz5/tx73FBFpvXJyoFMnCPG+49mqXavIKfK8e5qIRwEBEBXltVLKiowgrySP8sryOi/XpUMXRvYaSVBAUCMHKiIiIn4xerR9XLUKKipg9+5aSanAgED+O/O/nNn/zBrnk45L4qOkj7DrSVqXjIIMn85Ly1KfpNSrQFrVc+cbY6Z6WmiM6WSM+T/gH9hVUt9blvVBfQIVEWm1cnMdte5VVFZQeKhQ7VJSfzExniulLAvy8jBVg85dlVCe3HzSzayZtaaxIxQRERF/6d4djjnGTkrt22cnpo5q33PJLsrGsqzqr4/8vLWJi4jz6by0LD4npSzLKgMuBoqASGChMWYjcLNrjTHmRWPMp8Bu4M6q+xQClzZCzCIirUtOjqPWvfySfIBWWTYtLUR0tOdKqQMHoKKCsOjeHNfjOIrLfd2vRERERFo817DzzEz76z61R0G/+P2LRD8UzY7CHYCdkOrxzx78/au/N2WkjWbO5DmEB4fXOBceHM6cyXOaKSLxRX0qpbAsazVwJpCJPV9qEDABcKVXrwBOBzpWPZ4OnGpZ1k8NDVhEpNXJyXFUKaXB0tJgMTGek1L5+QAMHXQKP1z3g9d3D387/7fM/nh248YnIiIi/jVmDGRkwNq19tduKqUGRw0GDg87zzqYxb6ifbUSO61F0vAk5k2bR3xEPAZDfEQ886bNI2l4UnOHJg7Ue1CEZVnfGGOGALOAy4HjqJ3k2gC8DPzLsqwiRETao9xciI/3uizABDCl/5RWuxWvtAB1te/lVbXrdXWW9Fy1axUDuw1spMBERESkSYwdax/nV42CdlMpNbzHcAyGtXvWct6g80jLTwNo1a9Bk4YnKQnVSjVoeqllWQeAR4BHjDFdgFggAjgAZFqWpWm9IiIO2/eO6XoMiy5f1AQBSZsVHW1XRJWW1h6sX5WUKgg1nP38Sdx60q3MHDLT46XyivPUSioiItLajBxpb37yySf2sUePWks6hXRiYPeBfL/newC2528HoF/X1puUktarXu177liWVWhZ1nrLspZblvWjElIiIkBlpZ0McNC+J9JgMTH2MTu79mNV7XshUT34due3/Jz7c52XyivJIzI0snHjExEREf/q2BGGDIFDh+yEVJD7OpTjex5f3b63Pc9OSiVEJjRRkCKHNVpSSkRE3CgosBNTDiqlXlr7EglzE8gucpNQEHEiOto+upsrVVUpFRrdi9CgUHKKPb93VFpRSlFZkeabiYiItEZjxthHDzvvAVx9wtX8deJfsSyLoTFDuW7UdXQK6dREAYocVq/2PWPMBOwB5tsty9rhYH0ckABUWpb1VX3uKSLSKuVU/cffQaXU7v27SS9I1wsCqT9XpVQdSSnTtSvdw7rXmfwsKS/h1IRTObb7sf6IUkRERPxp7Fh48UW386Rczux/ZvXn5w06j/MGndcUkYnU4nNSyhhzOvAZ9k57owGvSSmgK7AEsIwxEy3L+trX+4qItEq5ufbRQVIqtziX0KBQQoNC/RyUtFmupJS7Yed5eWAMREQQFR5VZ6VUlw5d+OLKL/wUpIiIiPiVq1KqjqSUZVmsy1pHcGAwPTv1JKJDBMaYJgpQ5LD6tO9dUHVca1nW906eYFnWD8Caqi8vqsc9RURaJ1ellIP2vbwSDZaWBqqrfS8/HyIiICCA8bHjGdB1QJOGJiIiIk1k+HDo1QuOP97jEmMMZ756Jvcvu5+Yh2K4e8ndTRefyBHq0753EnaVlK9bRC0CRgEn1+OeIiKtkw/te3kleZrhIw0TGWkPNPVUKdXV/vn617n/qvMyn2//nOs+uI53Ln6H4T2G+yFQERER8ZuQENixw959rw7H9zyeD3/6kLLKMvp26dtEwYnUVJ9Kqf5Vx40+Pm/zUc8XEfGLlNQUEuYmEHBvAAlzE0hJTWm+YHxo3xvXZxzTjp3m54CkTTPGrpbyNFMqMtLRZfYc2MNPuT8RHBjcuPGJiIhI0wgMtF8X1OH4nseTW2y/Vu0X2a8pohKppT6VUuFVxyIfn1dcdexcj3uKiDiSkprCrIWzKCqz/4pKL0hn1sJZACQNT2r6gHJy7BcEDpIBt42/zf/xSNsXE+M5KVVVKfX0qqf5x9f/4Oc//ExgQGDtpcX2UHS1k4qIiLRdx/c8vvrzfl2VlJLmUZ9KqfyqY4yPz3Ot31+Pe4qIOJK8OLk6IeVSVFZE8uLk5gkoN9dOSAXW/o+/iF9ER7tv38vPr05KlVWWkV6QTn5JvttL5JXYSanI0Ej/xCgiIiLNbkfh4T3LJr8yuXm7C6Tdqk9SKq3qeJqPzzu16uhktz4RkXrJKMjw6bzf5eQ4GnIO0OOfPZoveSZtR12VUlUVe93D7HbS7KJst5fIK84jLCiMDkEd/BWliIiINKOU1BTuWXJP9dcZBRnMWjhLiSlpcvVJSn0BGGCGMWaIkycYY4YB52MPSP+8HvcUEXEkLiLOp/N+l5PjaJ5URWUFWQezNMNHGi4mxuug86jwKAByinPcXmJQ1CAuSLzA7WMiIiLS+rW47gJpt+qTlHoOqAACgQ+9JaaMMUOBBVXrK6ueLyLiF3dPqr2dbXhwOHMmz2mGaLDb9xwkpVxtVJrhIw0WHQ3790Nx8eFzJSX2R1VSqnt43ZVSs0bN4rULXvN7qCIiItI8Wlx3gbRbPielLMv6CXgSu1oqDlhjjHnOGDPdGHOsMaZ31XG6MeZ5YDUQj10l9W/LsjY05jcgInKkS4ZdwtUjr6Znp54YDF1Du/LML55pniHn4Lh9zzXDp2uYklLSQDFVIxyPrJbKz7ePVUmp3p17M33QdLqFOWstFRERkbalxXUXSLtVn0opgD8CC7ETUx2A3wDvAhuxZ0ZtrPr611WPm6r1sxsUrYiIF2HBYTw77Vl237qbV85/hbySPGK7xDZfQA7b91y7nSlJIA0WHW0fj0xK5dk/X66ZUr079+b9S97nlLhT3F7ilBdO4bfzf+vHIEVERKQ5zZk8h/Dg8BrnmrW7QNqteiWlLMuqsCxrOnAHkIuddPL0kQvcZlnWDMuyKholahFpn3bsgJtvhkOH3D5caVXy7Jpn2XNgDwAXJF5Alw5deGHtC00Z5WFlZVBY6Cgp1TWsK9eNuo4B3QY0QWDSprkqpY4cdu5KSnV1Vom3s3AnFfonW0REpM1KGp7EvGnziI+Ix2CIj4hn3rR5zdddIO1WUEOebFnWg8aYfwHnAKcAfYEuQCGwE1gGfGRZVpHnq4iIODRvHsydCxMnwvnn13p4ZeZKZn0wi5SQFC4bfhnhweFcOuxSXvnhFR4/+3EiQiOaNl5XIsBB+96AbgN4+hdP+zkgaRcctO8BnPDMCZzY50S3P3d5JXmabyYiItLGJQ1PUhJKml192/eqWZZ10LKsty3Lmm1Z1kzLsqZUHWdblvWOElIi0mgWLbKP77zj9uH5m+YTaAI5Z8A51eeuOuEqisuLeWP9G00RYU05VTubOaiUKq0opaJSlSnSCFzte14qpSoqK9h9YHetp1dUVlB4qFBJKRERERHxuwYnpUREmkR2NqxeDR06wMKFblv45m+ez6SESTWGhY/uPZrjehzH5uzNTRmtLTfXPjpISv1z+T8Jui+I4rJir2tF6tS5s/3nxF1SqmqmFEBUeBQ5xTm1nu7aCTIyNLLWYyIiIiIijUlJKRFpHT77DCwL7rjDntO0eHGNh3/K+YmN2RuZPmh6jfPGGFZcvYKHz3q4KaO1uSqlnOy+V5xHh8AOhAWH+TkoafOMsaul3A06P6JSqnt4d7KLst1e4jfH/4YRPUf4M0oRERERESWlRKSV+OQTO7lz++3QpQu8/XaNh7/d+S0GUyspBRAaFApAUVkTdxP7UCmVV5JXo8JLpEFiYmpWSuXnQ8eOEBxcfSoqLIqcotqVUt3Du/PC9Bc4NeFU/8cpIiIiIu2ax0HnxpjPqz61LMua7OZ8fdW4noiIV5Zlz5M64wwIC4Np02D+fHt3u6r/ZP9qxK84e8DZRHeMdnuJ+5fdz5MrnyR9djrBgcFu1zQ6XyqlSvLoFuZ9nYgjMTG1K6WOaN0DODXhVLd/FiqtSgwGY4yfgxQRERGR9q6u3fdOBSwfzjthGvBcEWmv1q+HXbvgrLPsr2fOhJQUWLrUTlRV8ZSQAji+5/HsPrCbD7Z8wPmJtXfu84ucHAgKsiu7vMgvyddgaWk80dGwcePhr/PyarTuAfxy2C/55bBf1nrq2xveJundJH687kcSoxP9HamIiIiItGPe2vc8vU1q6vkhIuI71657U6bYx7POsluRqnbhez31daamTCWvOM/jJab0n0Lvzr15Ye0L/o72sNxcu0rKQcXJJUMv4coRVzZBUNIuuGvf61o76VleWV5r18e84jzKK8vp0sF7MlVEREREpCE8JqUsywqo+gj0cL6+H4Ge7iki4taiRTB0KPTta38dFgZTp8K770JFBW9teIvUrNQ6dwsLCgjiyhFX8r+f/seu/buaJu6cHEetewDXjLqGa0Zd4+eApN2IjobiYjh40P7aTaXUJz9/QvB9wazMXFnjfF6JndzVjDMRERER8TcNOheRlq2oCL788nDrnsuFF0JWFoeWfs4nP3/Cecee53UGzm+O/w2VViWv/vCqHwM+Qk6OoyHnALv27+JQ+SE/ByTtRkyMfXRVS7mZKeVK4uYU1xx2nlecR0hgCGFB2glSRERERPxLSSkRadm+/BIOHaqdlJo6FUJDyXzpCYrKipg+uPaue0cb2H0gL894mV+N+JWfgj1Kbq6jpFRFZQV9HunDA1890ARBSbvgSkq5hp27qZSKCo8CILsou8b5vJI8uoZ21aBzEREREfE7n5NSxphKY0yFMeZFfwQkIlLDokUQGgoTJtQ837kznHUWkf/7nIjgzo63r79ixBX07ty78eN0x2H7Xn5JPoAGnUvjia4a+p+VBeXlsH9/raRU9zA7YZpTVLNS6vR+p3P96OubJEwRERERad/q2n3Pk7Kq5y1t5FhERGpbtAgmTrTnSB3twgvpNn8+D0b+lpDAEMeXfH/T+2zP287NJ93ciIFCSmoKyYuTySjIIC4ijq3Z+whyUCmlGT7S6I5s3ysosD8/KinVpUMXggKCalVKXTLskqaIUERERESkXu17e6qORY0ZiIhILTt22NvaH9265zJtGgQHM2u7s2HiLh9u+ZC7vriL/Yf2O3/S9u3w9dceH05JTWHWwlmkF6RjYbEnO52gkkOsLdvh9dKuXQNVKSWNxlUptW+f3boHtWZKGWO4Y/wdnBJ3So3z+SX5lFWUNUGQIiIiItLe1ScptbbqOKgR4xARqW3RIvvoISm1oWwX5aefBu+8A5bl+LK/PeG3HCw7yFsb3nIeyxVXwNln2zuauZG8OJmissO5+u5Vy97c/ZnXS6tSShpdx44QHm5XSrmSUl1r/3zdd/p9nHvsuTXOjZo3il/P/3UTBCkiIiIi7V19klIvAwa43BhTn/Y/ERFnFi2CPn1gyBC3D1/45oU8EbvLrmJau9bxZU/seyKDowbz/PfPO3vC2rXw1Vdw4AB88onbJRkFGTW+7laVlPqJXK+XH9BtAP844x8M6DbAWTwiTsTE2JVS+fn2126SUsVlxew7uK/GubziPFXtiYiIiEiT8DkpZVnWu8D7wEDgVWOM9owWkcZXXg6ffWZXSbnZBWxLzhY2ZW+i08zLIDDQrpZyyBjDb4//Lct3LGdT9ibvT3jySbvqpGtXePttt0viIuJqfN29qmgqKDrG6+WP6XoMt42/jZ6denqPRcSp6OialVJHte8BXP7e5Zz68qnVX1daleSX5CspJSIiIiJNoj6778UBdwAfARcDm4wxdxtjTjfGDDLGxHn7aOxvQtqvlNQUEuYmEHBvAAlzE0hJTWnukKSxrFplV3h4aN2bv2k+AFPGXQaTJtnJIh9a+H414lcc1+M4sg5m1b0wNxdSUuDyy2HGDFiwAA4dqrVszuQ5hAeHV3/tat+7/LSbvMay58Aefs79GcuH+EW8ionx2r4XFRZVY9D5/kP7sbDUSioiIiIiTaI+7XtpwEbg7KqvY4G/Ap8CG4DtXj62NShikSopqSlcN/8aJn+RzltvWOTtTWfWwllKTLUVixZBQACccYbbhxdsWcDxPY8nPjIeLrwQNm+GDRscX75np57cNv42rnjvirqTms8/DyUlcOONMHMmFBbC4sW1ll0w+ALG9R5Hr069AOhTZheRnnviFV5jeeSbRxj61FCMm4owkXqLjvbavtc9vDs5RTnVCdHq+WaqlBIRERGRJlCfpBTYM6VcH0d/7eRDpMHee/ZWljxVzPML4MKNMGMTFJUVkbw4ublDk8awaBGMGQPdau+sl12UzfIdy5k+aLp94vzz7RY/H1r4jt4tL73ATVKzogKeesquxBo+HCZPhi5d3LbwvbH+Db5I/4LXL3wd626Lx8f+1X7ATfxHyyvOU2WKNL4jK6VCQiCsdrd9VHgUFVYFBYcKAOgU0on7TruP0b1HN3W0IiIiItIO1WdQ+cuNHoWILzIy4Pbbefu/e9nRBS67AB78FKZvgleOh/SCdN5Y9wZnDTiLyNDI6qelpKaQvDiZjIIM4iLimDN5DknDk5rt25A65OXBypXwl7+4fbh7WHe+m/Ud3cO72yd69YLx4+2k1F//6ugWR++WB4eTmtU/Fx9+CGlp8M9/2l936ADnnQfz50NZGQQHVz/3qVVPkRiVyKT4SQCUZu0mKLQDAeHheJNXosHS4gcxMVBaCunp9jwpN5V43cPsP0M5RTlEhkYSFR7FXya6/3MnIiIiItLYfE5KWZb1G38EIuJVURE89BD84x9gWTw2JYI/jy6gKAROyYArf4DQMigNCeCSdy4h0ATyh3F/4JGzHqmuinElIVxVMYASUy3RZ59BZaXHeVLGGEb0HFHz5IUXws03w08/wcCBXm9x9G55bs8/8QT07QvTpx8+N3MmvPYaLFkCZ54JwJpda1i1axWPnf1YdQveJ6v+y9gwC+9jzquSUqqUksYWHW0fN29227oHMLbPWB4840G6dOgCQEFJAYWHCunduTeBAYFNFamIiIiItFP1bd8TaTqWBW+8AYMHwz33wLRpsGkTUf/8F2WhdqXK/MHQsQymZnTgpekv8fVvv+b28bdXt6Dc8dkdHqtipAVatAgiImDs2FoPFZUVMWvhLH7Y80PNBy64wD46bOE7ere8Wuc3brSTY9dfD0FH5O+nTIGOHWu08D29+mnCg8O5YsTh+VH9KiPYG1Ja6+fOnbxiVUqJH8RUpUS3bPGYlEqMTuRP4/9EdEc7gfX2hreJmxtH5v7MpopSRERERNqx+uy+F2qM6WmM8d6TItJQ330HEyfCJZdA9+6wdKmdoIqP55Khl9A1tCshgSEsTYD9HQz/OHgSvxrxK06OPZk5k+dw2fDLAMgsdP8fLE/VMtKMLMtOSp1xRs1kUJXF2xbz7HfP1t41Ly7OTmI5TEodvVseQEhgCHMmz7G/+Ne/7Dk811xT84lhYfCLX8B779kzp4BenXrxu9G/q9Eu2rM0hOwwWLFzhddY/jrpr/xh3B8cxS3imKtS6uBBu33PjYrKCrbmbq3egc816PzIn2UREREREX9xlJQyxkQaYx4wxvwEHAQygf3GmJ+NMX83xnT3a5TSPj3xBIwebbeezJsHq1fbCaoqCzYvIKsoi9fOf42S+yw6z7iYAV9tqE4UHMlrVYy0HBs3ws6dtVr3UlJTSJibwHn/PQ+DYdeBXbWfe+GF9s9JerrX2yQNT2LetHnER8RjMAQHBDO+73i7nbOwEF5+2U6Guv5jf6SZM+1dzZYtA+C+0+/joSkP1VgSebCCnDD4Mv1Lr7HMGDyDKf2neF0n4pOYI5pHPVRK7S/dz8AnBvLqD68CdtVeoAmkc0jnpohQRERERNo5r0kpY8xA4HvgNuAYau6ilwD8CfjeGDPYf2FKu5OWBrffbicmtmyxq1UCa843efibh0mITOD8xPPtE9On2ztNrahdmeKuKiY8OPxwVYy0HIsW2ccjklJH7pQHYGHxuw9/V3OnPLCTUgDvvuvoVknDk0ibnUbl3ZXs/eNePv/15/YDL78MBw7A73/v/onnnANhYVhvvcXStKVUWpW1lgTm5mG6d2NZxrI6Y6i0Kvkq4yv2HtjrKGYRx45MqHpISkV0iCDQBNaolIoMjayejSYiIiIi4k91JqWMMUHA20C869TRS6o++gJvGWOCEWkMN99s7xQ1b57btpOisiK6hnXllhNvISigqsXrnHPsdq/582utd1XFxHaJBSA6PJp50+ZpyHlLtGiRPT8s7nAVW1075dXQvz+MGOG4he9IrkHjGXlpVD7xBIwbZ1fqudOxI5xzDqVvv8FpL57Km+vfrPm4ZUFuLqOHn80/p/yzzvvml+Qz4cUJ/Gfdf3yOWaROoaHQuariyUNSyhhD9/DuNZJSGrovIiIiIk3FW6XUhcBwwAJygFlAHyCk6ngtsK9q7RDgIv+EKe3Kxx/D++/DX/4CsbFul4QHh7Pw0oXcOPbGwycjI+HUU90mpcBOTGXcnIF1t0XWn7KUkGqJiovtuWFHte452inPZeZM+Ppr2OWmvc+L9Px0fnfzsQT89JPnKimXCy+kQ1YOZ2V1Zvqg6TUfO3AAysqI73c8x/c8vs7L5BXbM3w06Fz8wtXC52GmFED3sO7kFOcA8Jvjf8Pdk+5ugsBERERERLwnpaq2s6IYmGRZ1nOWZe22LKu86vgsMAlwlTCc769ApZ04dMhOBhx7LNxyi9slew7sYXvedoDaLSbTp9szqDZvrvM2pRWltQdlS/NbtgxKSmolpXyaCeZq4XvvPZ9vHx8Zz19/7EpWJ0PeuZPrXLtn0mgOBcLtewcSFhxW88Ec+z/4VrduvLn+TT7b9pnH67gGS6s6RfzC1cLnoVIKICo8qrpSakr/KVx+3OVNEZmIiIiIiNek1EjsKqkUy7I2ultgWdYmIAW7je+Exg1P2p2HH4atW+0h5x06uF3yj6/+wZCnhlRXmNRw3nn20UO1FIBlWYz49wj+8JF2O2txFi2yf98nTapx2qeZYImJ9kc9WvjYto0xa/fxzEiLf6yeW+fS535+k0X9YfzK3Xa73pFycwEwUVHc9cVdPLbiMY/XyS2216pSSvzCVSlVR1Lq9vG3c9v42wD4Yc8P7Nrve5WhiIiIiEh9eEtK9ag6LveyzvV4TJ2rROqSkQH/939wwQUwxf1OZPkl+Tz3/XPMHDLTfWVJXByMHGm3/3lgjOH0hNNZsHkB+w/tb6TgpVEsWgQTJkB4zQRU0vAk/nTynwgwARgM8RHxdc8Eu/BCuw1w3z73j3vy1FOYwED2/eoCHlvxGJmFmR6XfrDlAzZOGkJw5m5Ytarmg1WVUnTrxsS4iXyV8ZXbYehwRPueKqXEHxwkpc499lymDpwKwJmvnsl9S+9rishERERERLwmpTpVHd2UpNSQX3Xs2KBopH27+Wb7+OijHpc8u+ZZDpQe4JYT3bf2AXYL37ffwl7Pu5ldNvwyisuLmb/Zc0WVNLHMTFi/vlbrnktYUBiVlr1LXtrstLpngl10EVRWwqWXwo4dzu5fVATPPw8XXMDsCx/CYPh8++cely/7zTKu+Mtb9nD9o6uyqiql6N6difETyS/JZ13WOrfXGR83nrcueouEyARncYr4wtW+V8dMqT0H9vBl+pdYlqVB5yIiIiLSpLwlpUSaxiefwLvvQnJyjV3XjlRWUcbjKx/ntITTOKFXHZ2i06fb7VQLF3pcclLsScRHxPN66usNjVwayyef2EcPSakvM74kMSqR6I7Rbh+v4bjj4Jln7OTksGHwwgu1W+yOlpIC+flw440c0/UYMm7O4FcjfuV2aaVVSXBgML3ihsAZZ8Dbb9e8vqtSqnt3JsRPsONP/9Lttfp26cvMITPpFNLJ7eMiDeKgUuq1H19j0kuT2HNgD+WV5USGRjZNbCIiIiLS7ikpJc3PNdx8wAD44x89Llu9azV7D+zl1pNurft6xx0H8fF1zpUKMAFcOuxSPvn5E/Yd9LHFS/xj0SLo3dtOIh2lorKCrzK+YmL8ROfXmzULfvwRTjgBrroKzj3XrsZyx7LsOWYjRsAppwD28GeArblbayzdlreNhLkJLE1bap+48ELYtg3Wrj28yJWU6tqV+Ih4YrvE8uPeH93e+se9P/LF9i+cf18ivrj4Yrj/fvvvRA9cP+s/5f4EaL6ZiIiIiDQdp0kpLyUGIg3w6KOwZUudw83Brm7KuDmDcwaeU/f1jLGrpT79FA4c8LjsutHXseTXS+ge3r2+kUtjqaiwf7+mTLF//47yw94fKDxUyKT4SW6eXIdjjoHPP4fHH4clS2DoUHj55dpVU8uWQWoq3Hhjjfv/J/U/HPvEsazetbr63DOrn2HX/l0M6DbAPjFjBgQG1mzhy82Fzp0hJARjDN9f+z3P/OIZtyE+ufJJLnv3Mt++LxGneveGO+90++fKpXuY/XegKwGr9j0RERERaSpOk1LvG2MqPH0A71atM3Wtq/oo99P3Iq1RRgbcd5/9H/uzz/a4rKS8BICenXoSYBz82E6fbldguVrC3IiPjOeUuFOcXU/8a80aO5HjoXWvc0hnbhp3E5MSfExKAQQE2JV4P/4Iw4fDr39t79K4e/fhNU88Ybc3XVYzOXTusefSPbw7dy6+E4BD5Yd4Ye0LnDfoPPp06WMvioqydws8soUvJwe6dau+Tvfw7hgPSYG8kjxVpkizclVKhQaFknJBCuP6jGvmiERERESkvfDlf+Omjg+wq6ksL+uOXC8Ct95qD6SuY7g5wEVvXcTFb13s/LoTJthJhjpa+AB2FOzgDx/9gbT8NOfXlsb38cd2JceZZ7p9eGD3gcw9ey69O/eu/z0GDLCrpR59FD77zK6aSkmBnTvhvffsFr+jdv3r0qELyROS+WzbZ3y27TPe3vA22UXZXD/6+prXnjkTNm+GDRvsr3NyoPvhCrzCQ4Vc/u7lvL3h7Vph5RbnqjJFmpWrWrTSquSy4ZcRGxHbzBGJiIiISHvhJCnlJJGkhJP47rPP7OqSP/8ZEhI8LtuUvYkPtnzAkOghzq8dHGzPEPrgAyj3XJxXYVXwxMon+E/qf3wIXBpVaSnMm2dXG3Wv3UpZaVWyMnMlZRVlDb9XYCDMng0//ACDB8Pll8PJJ9uJ0d/9zu1Trht9Hd3CunFuyrlc/t7lBAUEsffgUTs7nn++nVR7uyrplJtb43vpHNKZRT8v4oMtH9S6fl6xKqWkecV2ieWti97imK7HsDRtKaUVpc0dkoiIiIi0E3UmpSzLCvDDR2BTfXPSgpWW2vN7+veHP/2pzqWPfvMoHQI78Lsx7pMGHk2fbicHvv7a45KEyATGx47n9XXaha/ZvPqqPYD8jjvcPrxx30bGPTeOlNSUxrvnscfac6QeegiysuykUr9+bpe+s/EdDpQeoLTS/o96eWU5135wbc14eva0B6S7klJHte8ZY5gQN4FlGctqXT+vJE+VUtKswoLDmDlkJit2ruDUl0/lYOnB5g5JRERERNoJDdOR5vHoo3a70+OPQ2iox2X7Du7jlR9f4YoRVxDTMca3e5x1FoSEeG3hu2z4ZazLWkfq3lTfri8NV14Of/87jBplDzl348v0LwF823nPicBAe7fHjAx45RWPy5IXJ9eqHCkqKyJ5cXLNhTNnwrp19s/1Ue17ABPiJrAtbxuZhTV3APzvhf/ljvHuE3IiTWVp2lI+3fYpBkNEaERzhyMiIiIi7YSSUtL0du60h5ufdx5Mnep2SUpqCglzE4j5Zwwl5SUM7DbQ9/t07gyTJ8P779febe0IFw25iEATyOupqpZqcm+/DVu32i2cHgaBL01fSp/OfegX6b6SqcFiYqBjR48PZxRkODt/wQX28a23IC+vVlLKlVQ7ulpqXN9xDI0Z6mPQIo3rug+v46OtH9GlQxdt/iAiIiIiTSaouQOQNiIvDx55BPbssatfPHzszt9JydZN9DxUzpnHreb61BSShifVuFRKagqzFs6iqKyo+tw9S++hd5fetdZ6NWMGXHutXcEyfLjbJdEdo7l46MUEBqiztElZFtx/PyQm2r9PbpdYfJn+Jaf1O83j7nX+FhcRR3pButvzNfTtCyeeCC+8YH9vR7TvAYzoOYKxfcbWOFdUVsTbG97mlLhTOKbrMY0eu4hT3cPsJKpaSUVERESkKSkpJQ33v//BNdfYCamePSEoyO1HdmkBaYXbKQuv5C8T4eugXXy/cBYAx3Y7lu3528ktzuXOz+6skZCCw+1SPielpk2zk1Lz53tMSgG8fqGqpJrcBx9AaqrdOhfgvjLj57yf2X1gNxPjGrl1zwdzJs+plSQNDw5nzuQ5tRfPnGm3BEKtSqmggCBWXL2ixrnd+3dz5ftX8tL0l5SUkmYVFR4FoKH7IiIiItKklJSS+isogJtvhhdfhGHDYMECezaQB6PnJpBeUFnjnCvZlBidyMdbP67zdp7aqOrUqxeMG2cnpf7ylzqXWpZF5v5M+nbp6/t9xDeWBXPm2LsuXnKJx2V9u/Rl8RWLfdt5sZG5EqHJi5PJKMggLiKOOZPnuE+QXnCBx6SUS0VlBRYWQQFB5JXkAapOkebnqpR67OzHmjkSEREREWlPNDhC6mfRIjsR9fLL9jyg1avrTEgdLD3otgUK7GTT3LPmsu76dey6ZRexXWLdrqvVLuXU9Ol2fDt31rls9sezOeGZEyirKKvffcS5JUtgxQq4/XYIDva4LDQolNP7nU7PTj2bLjY3koYnkTY7jcq7K0mbnea5Yq9fv8N/Do5q3wNYn7We7g9258MtHwKQV1yVlFJ1ijSzqPAoOgR24JS4U5o7FBERERFpR5SUEt8UFsKsWXD22fYg8W+/tSteOnSo82nf7/ne42NxEXEMihrE0Jih9OrciwfOeIDw4PAaazy2Szkxfbp9XLCgzmWTj5lMdlE2n237rH73EefmzLFbPX/96zqX/eOrf/D9bs8/Oy3SzJn2sUePWg/179afkvKS6mHnqpSSlmLWqFncNO4m1u9b39yhiIiIiEg7oqSUOPfZZ/Zcpuefh9tug+++gzFjPC7fd3Bf9Y52p8SdwsNTHnaUbEoansS8afOIj4jHYIiPiGfetHm+z5NySUyEAQPsFr46nD3gbLqGduX1dZov5VcrVsDixXDrrRAa6nFZRkEGdyy+o9ZudS3eTTfZP2v9au8WGBoUytg+Y/ky/UtAlVLScnyb+S0PLn+Q4U8PJ2FuAimpKc0dkoiIiIi0A5opJd7t328nof79bxg0CL7+2t5l7AgpqSnVM3diI2KZOmAqb214i4NlB5ncbzI9OvXglpNuoUenHo5m8yQNT6p/Eupoxti7uz32mD0HKyLC7bKQwBBmDpnJ66mvU/SLoloJNGkkDzwAXbvCddfVuWxZup2MmhjffEPO6yUsDM47z+PDE+Mn8vev/s6B0gNcPPRiRvceTY9OtauqRJpKSmoK1yy4pvrr9IJ0ZlVtQtFofw+LiIiIiLihSimpW0YGHHccPPOMXdny/fduE1KzFs4ivSAdC4uMggz+vebfdA3tyuprVtf4D7fj2TyNbfp0KCuDj+sepn7Z8Ms4WHaQBZvrbvWTekpNtauIbroJOnWqc+nS9KVEdIhgeIznXRNbo4nxE6mwKvhmxzd0DevKqN6jCArQ+wPSfJIXJ1NcXlzjnGsTChERERERf1JSSur23HN2YmrpUvjnP+0qkKMkL06mqKyo1vnSylKGxgxtiii9O+kkiI722sI3MX4iN427ids+vY2AewPUxtLY/v53Oxn1+997Xfpl+pdMiJ9AYEBgEwTWdE7qexJ3jL+DuIg4Pt76MSk/6udLmpennU3rteOpiIiIiIgPlJSSus2fD+PHw4QJHpd4+o/LjoId/orKd4GB8ItfwIcfQmmpx2X/Wfcfnv3uWXYU7sDCqm5jUWKqEWzdCv/9L1x/vdud6Y5UeKiQ3Qd2MzGulbXuOdC5Q2ceOOMBBkUN4vnvn2fOsnoO8BdpJJ52Nq33jqciIiIiIg4pKSWebd8OP/54ePc6D1rNf2imT7d3D0xKgjvvhIcfhpdfthNVK1bAzz/z9w/upKi0ZtWXpzaWlNQUEuYmqKLKqQcfhOBguPlmr0u7dOhC7m253DD2hiYIrOkVlxWzJG0Jew7s0c570uzmTJ7TuDueioiIiIg4pEEm4tmCqrlKXpJScybP4cr3rqTCqqg+1yL/QzNlCpx6qj2off58e8bUUVKBsgDIDocPjoU/ToHCUHvw73sb3+P8xPOptCp57cfXuP7D66vbFjUY2IvMTHjpJbj6aujVy9FTAgMCCQ9om8PmF/28iPPfOB+Acwee28zRSHvn+jvLySYUIiIiIiKNSUkp8ez992HoUBgwoM5lScOTuOXjW9hfup+S8pKW+x+asDD44gv7c8uydxXMzq7xcd+7swnMySOuAH7zPUz5GX49A5YPCKHwUCEAG/dt5Mr3r6x1eVdFVYv7vluCf/4TKivtXRwduPitizk14VR+N+Z3fg6seZwSd0r156qUkpagUXc8FRERERFxSEkpcS83F5Ytg9tv97p09/7dZBVl8c8z/8mtJ9/aBME1AmOgSxf745hjqk8fc0IgsxbOoqisiCfGwSvvwRcvw6ak0xh868UAdArxvGucBgO7sW8fzJtnt00mJHhdnlucy9sb3ua4Hsf5P7ZmEhUeRZ/Ofcjcn8lrP77GsvRlLTORKyIiIiIi4keaKSXuffghVFR4bd0DWJaxDIAJ8Z6HobcWScOTmDdtHvER8azqa5h+WyybLpvC4JRFMHIkrFpFfGQ88RHxbp/f4uZotQSPPw7FxXDHHY6Wf5XxFRYWE+Pb3pBzl5TUFPYe2Fv9tQbqi4iIiIhIe6SklLg3f749+2f0aK9Ll6UvIzw4nBN6ntAEgflf0vAk0manUXl3JZtuy7ATUp9+CgcOwEknwT33cP/EezUY2ImCAnjiCbjgAkhMdPSUL9O/pENgB8b2Gevn4JpP8uJkyq3yGuc8DdQXERERERFpq5SUktpKSuDjj+0qqQDvPyLnDTqPByY/QHBgcBME10zOOANSU+Gyy+Dee7ls1hP8d+jdxEfEYzDER8Tz1NSnCA0Mbe5IW5ann7YTU3fe6fgpX6Z/ybi+4wgNaru/lp7aPNX+KSIiIiIi7YmSUu1QSmoKCXMTCLg3gIS5CbVbhhYvhoMHHbXuAZzZ/0z+MO4Pfoi0hYmMhFdegXfegfR0pv3yr6RZN1F5Vzlps9PIKc5h5lszeWv9W80dacvx3HN2Qm/UKEfLLcticNRgZgya4d+4mpmnNk+1f4qIiIiISHuipFQ7k5KawqyFs0gvSMfCcj/LZv586NwZTjvN6/W2521nza41VFRW+DHqFuaCC2DdOpgyBW65BWbMAMvixrE3cmLfE7lqwVVsydnS3FE2vwMH4OefYdIkx08xxvDK+a9w80k3+zGw5jdn8hy1f4qIiIiISLunpFQ7k7w4maKyohrnasyyqayEhQvh7LOhQwev13v2u2c58fkTKSkv8Ue4LVePHnby7v/+z/71+ugjQgJDeHPmm4QEhjDzzZm1fp3bnY0b7ePQoY6fsv/QfizL8lNALceRA/Vd7Z/zps3T7nsiIiIiItKuKCnVznidZbNyJezZ47h1b1nGMkb2GknHkI6NFWLrYQzcdhv06wd//StYFrERsbx2wWusy1rHrYtube4Im9f69fbRh6TU1NenMuONGf6Jp4U5cqB+2uw0JaRERERERKTdUVKqnfE6y2b+fAgKgqlTvV6rpLyElZkrmRA3oTFDbF2Cg+2E1Jo1sGABAGcPOJsnpz7J78f9vpmDa2br1tnVdv37O1peXFbMysyVDOo+yM+BiYiIiIiISEugpFQ7M2fyHDoE1mzLqzHL5v337RlAXbt6vdaqzFWUVpS276QUwOWXw4ABcPfddvsj8Lsxv2NI9BAsyyK3OLeZA2wm69dDYiIEBjpaviJzBaUVpUyMn+jnwERERERERKQlUFKqnUkansSJfU/EYKrP3XvqvXbr0JYtsGmTT617AKfEneKXWFuNoCA7IfXDD/DeezUeuu3T2zjxuRMpPFTYTME1o/XrfWrd+zL9SwxGP08iIiIiIiLthJJS7YxlWaTlpzFj8AwyZmcwrs+4w0mA+fPt43nnObrW78f+ni9//SXdw7v7KdpW5NJLYfDgGtVSANMGTWNr7lZ6/bMXAfcGkDA3oeZOh21VYSHs2OFzUmpEzxFEhkb6Ly4RERERERFpMZSUame25W0jvSCdM445g9iIWL69+ltO7Hui/eD8+XD88RAf7+hanTt0ZkJ8O2/dcwkMhHvusauD3nqr+vSOwh0EBQRRVF6EhUV6QTqzFs5q+4mpDRvso4OkVEpqCglzE/h8++fsLNzZ9n9tREREREREBFBSqt35bNtnAEzuN7n63P5D+zm4czssXw4zZji6zpacLdyz5B5279/tjzBbp4suspMw99wDFRUAJC9OpqyyrMayorIikhcnN0OATcjhznspqSnMWjiL9IJ0LCyyi7LbR9JORERERERElJRqbzqFdGLqwKkc2/1YADIKMoh6KIpVz9wNluV4ntSirYu4d+m9lFaU+jPc1iUgAO69157L9d//AvavrzuezrcZ69ZBWBj061fnsuTFyRSVFdU41y6SdiIiIiIiIqKkVJtz8CAcOuTx4aTjkvjwsg8xxh50HtsllriIOEI//Nhu2xsxwtFtlmUsI7ZLLPGRzlr92o3zz7d/De+9F8rLiYuIc7vM0/k2w7XzXkDdf8W026SdiIiIiIiIKCnVppSVwRlnwJVX1hi27bL/0H4OlddMWBljuCh+KiNS93Fo6llgTK3nHc2yLJZlLNM8KXdc1VI//QSvvcacyXMIDw6vsSQ0MJQ5k+c0U4BNZP16GDbM67J2m7QTERERERERJaXalOBgeybUG2/ALbfY7XhHeHr103R7sBv5Jfk1zv9qb0/CymH5yGhHt/k572f2HNjDhDglpdw67zwYORL+9jeSBl/MvGnziI+Ix2DoHNKZCquCs/uf3dxR+k9+Puza5WjI+ZzJcwgPqpm0Cw8Ob/tJOxEREREREVFSqs257Ta46SZ47DF48MEaD3227TOO6XoMkaGRNc4P+noz+WGG5zptcXSLrblb6RjcUUkpT4yBv/0Ntm+Hl18maXgSabPTqLy7km+u+oayyjKeWPlEc0fpPw6HnAMkDU8ieaI9P8pgiI+IZ960eSQNT/JnhCIiIiIiItICKCnV1hgDjzwCl1wCd9wBL78MQEl5CcsyltXYdQ+A8nICPviAA2dM4s+n3+3oFmcPOJu82/MYEj2ksaNvO6ZOhbFj4b77oPTwMPihMUOZPmg6j694nAOlB5oxQD/yISkFh1v11v1uHWmz05SQEhERERERaSeUlGqLAgLgpZdg8mS46ir46CO+2fENJeUlnHHMGTXXLl8OOTn0/dXvGBrjLIkAEBwYXD0sXdxwVUtlZMALL9R46M5T7iSvJI95a+Y1U3B+tn49dOwIcc7mQk07dhqfX/E5A7sN9HNgIiIiIiIi0pIoKdVWdegA774Lxx0HM2ey6cOXCTSBTIyfWHPd/PkQEgJnn83/fvofL619qc7L7jmwh5HPjGTxtsX+i72tmDIFTj4Z5syBkpLq0+P6juO0hNP45OdPmjE4P1q3DoYM8brznktEaASn9TuN4MBgPwcmIiIiIiIiLYmSUm1Zly7w0UfQsyfX/HU+/xl2D106dDn8uGXZSanJk6FzZ15a+xJ3Lr6TSqv2zn0uX2V8xfd7vqdjSMcm+AZaOVe11M6d8NxzNR5666K3+F/S/5opMD9bv95x6x7AY98+xupdq/0YkIiIiIiIiLRESkq1dT16wKJFBAWHcNEtz9m7orls2AA//wzTpwMwY/AM9hzYw4qdKzxebln6MsKCwhjZa6S/I28bTj8dJk6E+++H4uLq093DuxNgAigoKaCisqIZA2xkOTmwdy8MG+Zo+f5D+5m9aHbbrRoTERERERERj5SUagd+7FzEV//+M1ZODpxzDhQU2A+8/759nDYNgHMHnktwQDDvb3rf47WWZSzjxL4nEhIY4t+g2wpXtdTu3fDvf9d4aMO+DcTNjePtDW83U3B+4OOQ8w37NgAwLMZZEktERERERETaDiWl2oF5a+Zx1sY/U/7WG7Bxo10ZVVJit+6NHQu9ewOHZ/u8t+k9LMuqdZ3CQ4X8sPcHJsRNaOpvoXWbNMlukfz73yErq/r04KjB9O7cmwe+esDtr3er5GNSal3WOnt5tPN2PxEREREREWkblJRqBxZvX8yk+EkEnz3V3pVv6VI7MbVqVXXrnsuMQTMorSglpzin1nUKSgq4MPFCzux/ZhNF3ob8/e+wf789+HzrVgACTAC3j7+dH/b+wMdbP27mABvJ+vX2LLO+fR0tX5e1jrCgMPp17efnwERERERERKSlUVKqjdtZuJNN2Zs445gz7BOXXQYPPwyfVM3wmTGjxvqrR17N9pu2ExUeVetasRGxvHnRm5wSd4qfo26DRo+Gzz+H/Hw7MbVyJQCXDb+M2C6x3P/V/c0bX2Nx7bxnjKPlm3I2MTRmKAFGfxWJiIiIiIi0N/qfYBu3eNtigMNJKYBbbrHnHM2cCYmJNdYHBwZjjHG7A192UbZfY23zTjwRli+HTp3gtNPgww8JCQzhjyf/ka8yvuLHvT82d4QN5+POex9c+gEfXvahHwMSERERERGRlkpJqTZu+Y7lxHSMqT1I+q674K233Fa0fLjlQ3o93IudhTurzx0qP0TfR/py75J7/R1y23bssXZiavBgu3Xy+ee5euTVrLx6Jcf1OK65o2uYrCzIzvYpKRUYEEhMxxg/BiUiIiIiIiItlZJSbdzTv3iaVdes8qk96piux5B1MIsFmxdUn1u1axWHKg4xoucIf4TZvvTsCUuWwBlnwNVXE/7APxnTezRA6x547hpyPszZTnpr96zl+g+uZ0fBDj8GJSIiIiIiIi2VklJtXIAJIC4izqfnJEYnMqj7IN7b9F71uWXpywAYHzu+UeNrtzp3hoUL4Yor4O674dprufmD3/Pr+b929vzKStiwAQoK/BqmT3zceW/5juX8e82/MQ7nT4mIiIiIiEjboqRUG5byYwrXLryW0opSn587Y/AMlqQtIa84D4CvdnzF4KjBRHeMbuww26/gYHs3xORkePZZrvm/j3h71Sv0eaQPAfcGkDA3gZTUlMPr09PhhRfsYfW9etnJnz/8odnCr2X9eoiMtGNzYF3WOiI6RNCncx//xiUiIiIiIiItkpJSbdgb699g8fbFhASG+PzcGYNnUF5Zzv9++h8VlRV8nfE1E+Im+CHKds4Y+L//g6eeYvCqbSx+GUr37MLConB3Oh8+8Fu2XHwGDBwICQlw1VXwxRcwZQoMHw7ff9/c38FhriHnDiuf1mWtY1jMMFVKiYiIiIiItFNKSrVRZRVlLElbUnPXPR+M7TOWP538J4bGDKXCquDJqU/y2xN+28hRSrXrr+e6X0cxYi+seBZWzoPsB+H1/5TSe8Hn9mD0uXNh3TrYtQtefRXOPhu2bIGKiuaOHizLjs1h655lWdVJKREREREREWmfgpo7APGPVbtWsb90f72TUgEmgAfPfLD668uPu7yxQhMPnovLZt0V8PwCKAmCe0+Fz46BlX0s3r/8Ok6KPYluYd0ASElNYe2OF3jo0CEm3h3Htb98kKThSc0X/J49kJfnOClVcKiAiNAIhscM93NgIiIiIiIi0lIpKdVGfbbtMwyG0xJOq/c1XvvxNf70yZ/Yc3APvTr14qEpDzVv4qONi4uI45u4dIbcWPuxX/znFwAkRiXSo2MPvtn5DSd0PARAl227mLVwFkCt35+U1BSSFyeTUZBBXEQccybP8c/voY9DziNDI9l+0/bWvdugiIiIiIiINIiSUm1UWFAYvzj2F3QP716v56ekpnDtB9dSVFYEwO4Duz0mPqRxzJk8h1kLZ1X/mgOEB4fzxDlPcEzXY/g642uW71zORz99hIXF5qrf2sHZ8GFZEdcsuIaVO1fSu3NvZg6ZybeZ33LNgmsoLi8GIL0g3X+/h66k1DDf2vE0T0pERERERKT9MqpUsI0ePdpavXp1c4fRYiTMTSC9IL3W+fiIeNJmpzV9QO2Ek8qmgHsDsLD/3O55CD44Fq6ebj/WpUMXCg8V8umvPuXqBVc33e/hrFnw7ruwb5+jQefJi5PZdWAXL05/sXHjEBERERERkRbFGLPGsqzR7h5TpVQbVFxWTGhQaIOqUDIKMnw6L40jaXiS1yqmuIi46mTTxii7UgoOJ5sOlB4gJDCkaX8Pfdx577Ptn9ExuGPjxyEiIiIiIiKthnbfa4Pu+uIu+j/en4rK+u/KFhcR59N5aTpzJs8hPDgcgE1RkLgPwoPCmDN5DgCdQjoREhjSdL+HlnU4KeVApVXJ+qz12nlPRERERESknVNSqg36bNtn9Ovaj8CAwHpf48jEh0t4cHh14kOaT9LwJOZNm0d8RDyboqFbCbw8/p+1Kqya7PcwMxMKChwnpTIKMjhYdlBJKRERERERkXZOSak2JCU1hdhHY/lh7w98t+s7UlJT6n2tIxMfBkN8RDzzps3TkPMWIml4Emmz05g7+2MAZgbUTvC4fg9ju8QCEBUe5Z/fQx933luXtQ5ASSkREREREZF2TjOl2oiU1JQaO7flH8pv8E5rTuYbSTNLTLSPGzfCxIm1Hm6S30Mfk1JBAUGcHHsyQ6OdrRcREREREZG2SZVSbUTy4uTqhJRLUVkRyYuTmykiaRJ9+0J4OGza1HwxrF8PMTEQHe1o+dkDzubr335NRGiEnwMTERERERGRlkxJqTZCu+W1UwEBMHiwXSlVhydXPkm/x/pRaVU2fgw+DDkHsCyr8WMQERERERGRVqfVJKWMMZHGmLeNMZuMMRuNMScZY7oZYz41xvxUdexatdYYYx43xmw1xvxojBnZ3PH7m3bLa8cGD/ZaKRUSGEJafho7C3c27r193HmvvLKc7g92Z+63cxs3DhEREREREWl1Wk1SCngM+NiyrMHACGAjcAew2LKsgcDiqq8BzgEGVn3MAp5u+nCblnbLa8cSEyE9HQ4e9LhkcNRgADbuq7uiymcZGXDggOOk1M+5P5NXkke3sG6NG4eIiIiIiIi0Oq0iKWWMiQAmAs8DWJZVallWPjAdeLlq2cvAjKrPpwOvWLZvgUhjTK8mDbqJabe8dmywnXBiyxbPS6qSUpuyG3n2lHbeExERERERkXpqLbvv9QP2AS8aY0YAa4CbgB6WZe2uWrMH6FH1eR9gxxHP31l1bvcR5zDGzMKupCIurvW3uWm3vHbqyB34TjjB7ZLo8Gi6hnZtEUkpg6lOkomIiIiIiEj71SoqpbCTZyOBpy3LOgE4yOFWPQAse3qyTxOULcuaZ1nWaMuyRkc73DlMpMUZMMAeeF7HXCljDL85/jcc1+O4xr33+vXQsyd0c9aOt27fOvp361+r1VRERERERETan9ZSKbUT2GlZ1oqqr9/GTkrtNcb0sixrd1V7XlbV45lA7BHP71t1TqTt6dAB+vf3ugPfw2c93Pj39nHnvTP6ncG4PuMaPw4RERERERFpdVpFpZRlWXuAHcaYQVWnJgMbgAXAlVXnrgTmV32+ALiiahe+E4GCI9r8RNoeBzvwAZSUl1BeWd4496yshA0bYJjz+VDXjr6WP578x8a5v4iIiIiIiLRqrSIpVeX3QIox5kfgeOB+4O/AmcaYn4Azqr4G+B+wDdgKPAv8rsmjFWlKiYn2oPNyzwmnT3/+lPA54azZtaZx7pmeDkVFjiulDpQeILsou3HuLSIiIiIiIq1eq0lKWZa1tmr+03GWZc2wLCvPsqwcy7ImW5Y10LKsMyzLyq1aa1mWdYNlWf0tyxpuWdbq5o5fxK8GD4bSUkhL87gkITIBC6vxhp2vs3fSc5qUWrB5AdEPRbM+a33j3F9ERERERERatVaTlBKROhy5A58H/br2IzgguPGSUq6d94YMcbR8XdY6ggKCGNh9YOPcX0RERERERFo1JaVE2oJBVePW6pgr5UoIbcyueyC6Y+vXQ58+EBnpaPm6rHUM6j6IkMCQxrm/iIiIiIiItGpKSom0BV27Qo8eXoedD+o+qHErpXzYeW9d1jqGxTgfii4iIiIiIiJtW1BzByAijSQxsc72PYArRlzBjoIdDb9XRYV9r1NPdbT8QOkBtudv57cn/Lbh9xYREREREZE2QUkpkbZi8GB44w2wLDDG7ZIZg2c0zr22b4eSEhjmrPLJYHj+vOcZ3Xt049xfREREREREWj0lpUTaisREyMuDrCy7lc+NSquS9Px0woPD6dHJ/RpHfNx5r2NIR1VJiYiIiIiISA2aKSXSVgwebB/rmCt1oPQAxzx+DC+ufbFh9/Jx573vd3/Puqx1DbuniIiIiIiItClKSom0FYmJ9rGOuVJdOnShd+feDR92vn49xMVB586Olt+5+E6ufP/Kht1TRERERERE2hQlpUTair59oWNHrzvwDY4a3DhJKe28JyIiIiIiIg2gpJRIW2GM3cLnZQe+wd3tpJRlWfW7T3m5nfhymJTKK84jc38mw6KVlBIREREREZHDlJQSaUsGD3ZUKVVwqIA9B/bU7x4LF0JpKYwZ42j5+n32/ClVSomIiIiIiMiRtPueSFuSmAgpKXDgAHTq5HbJ1IFT6dmpJ507OJsHVUN5Ofz5z3by64ILHD3FNeBcSSkRERERERE5kpJSIm2Jawe+LVtg5Ei3S/p360//bv3rd/1XXrErsd55B4Kc/fUxc8hM+kX2o2+XvvW7p4iIiIiIiLRJat8TaUsc7MAH8O3Ob1m+Y7lv1y4uhrvvhrFj4fzzHT8tKjyKswachTHGt/uJiIiIiIhIm6aklEhbMmAABAZ6nSt1w/9u4N6l9/p27X/9C3buhL//3R6q7oBlWcz9di6pe1N9u5eIiIiIiIi0eUpKibQlISHQv7/XSqnEqEQ2ZdeduKohPx/uvx/OOgtOO83x0/Ye3MvNi27m8+2fO7+XiIiIiIiItAtKSom0NQ534MsoyOBg6UFn13zoIcjLgwce8CmU9VnaeU9ERERERETcU1JKpK1JTLQHnZeXe1wyOMoeiL4lZ4v36+3eDXPnwiWXwAknOA4jJTWFi966CIBfv/9rUlJTHD9XRERERERE2j4lpUTamsGDoawMtm/3vKQqKbU5Z7P36913H5SW2keHUlJTmLVwFnkleQDs3L+TWQtnKTElIiIiIiIi1ZSUEmlrXDvw1dHCd2z3Y1n+2+WcO/Dcuq+1dSs8+yxcc409RN2h5MXJFJUV1ThXVFZE8uJkx9cQERERERGRtk1JKZG2ZtAg+1jHsPOQwBBOij2Jzh06132tu+6yh6ffdZdPIWQUZPh0XkRERERERNofJaVE2prISOjZ0+uw86VpS3ly5ZOeF3z3Hfz3vzB7NvTq5VMIfTr3cXs+LiLOp+uIiIiIiIhI26WklEhblJhYZ6UUwMItC/nTp3+iorLC/YI//xm6dYPbbvPp1pZl0TWsKwZT43x4cDhzJs/x6VoiIiIiIiLSdikpJdIWDR5sV0pZluclUYMpKS9x31L3xRewaJGdmIqI8OnWz6x5htSsVK447griI+IxGOIj4pk3bR5Jw5N8/U5ERERERESkjQpq7gBExA8SEyE/H/butVv53C2Jsgeib8reRL+u/Q4/YFlwxx3Qty/ccINPt/0p5ydu/eRWpvSfwoszXsQY4/1JIiIiIiIi0i6pUkqkLRo82D7WMVdqcJS9ZlP2UWveew9WroR774XQUMe3LK8s54r3ryAkMIQXzntBCSkRERERERGpk5JSIm1Rol0FVddcqe7h3YkKj+Kn3J8Onywvt1v2EhPhiit8uuXB0oNEhUfx1NSn6NPF/aBzERERERERERe174m0RX36QKdOXnfgW/+79USFRx0+8fLLsHkzvPsuBPn210NEaAQLLlmgCikRERERERFxRJVSIm2RMXYLn5cd+GI6xhBgqv4aKC6Gu++GE0+EGTMc36qkvISrF1zN9rztSkiJiIiIiIiIY0pKibRVrh346rAqcxVXzb+KvOI8e7h5ZiY88ICd1HLoL5//hee/f57NOZsbGrGIiIiIiIi0I0pKibRViYmwYwccOOBxSdbBLF5Y+wLZ/34EHn8cbroJTj3V8S2Wpi3lkW8e4frR13P2gLMbIWgRERERERFpL5SUEmmrXDvwbfZcwTQ4ajCjMqHfHX+3k1EPPeT48oWHCrny/Svp360/D53p/HkiIiIiIiIioKSUSNvlYAe+hNJw3n0T9keGw5tvQnCw18umpKaQMDeBiL9HkF6QzuXDL6djSMfGilpERERERETaCSWlRNqq/v0hMNDzXKmyMgIvuZSYIsO9N42A6Givl0xJTWHWwlmkF6RXn3tw+YOkpKY0VtQiIiIiIiLSTigpJdJWhYTAgAGek1J//CMsXcrz149jY1yYo0smL06mqKyoxrmisiKSFyc3NFoRERERERFpZ4KaOwAR8aPBg923773yij3YfPZsfvfII9zgcLe9jIIMn86LiIiIiIiIeKJKKZG2LDERfvoJyssPn1u9GmbNgtNOg4cewjhMSAFEhka6PR8XEdfAQEVERERERKS9UVJKpC0bPBjKymDbNvvrrCw4/3zo0QPeeAOCgsgszGTKq1NYtHVRnZf6ce+PFB4qJNAE1jgfHhzOnMlz/PUdiIiIiIiISBulpJRIW+bagW/TJjs5ddFFkJ0N771XPdg8IjSCT7d9yprdazxeprismEvfuZTojtE8ec6TxEfEYzDER8Qzb9o8koYnNcV3IyIiIiIiIm2IZkqJtGWDBtnHjRvhs8/gyy/htddg5MjqJZ1COhHbJZaN2W5mT1XJLc6lY3BHHj3rUab0n8J1Y67zd+QiIiIiIiLSxikpJdKWRURAr17w1FOQkQE33wxJtauaBkcNZlO2h136gD5d+vDt1d8SYFRcKSIiIiIiIo1D/8MUaesSE+2E1Omnw4MPul3iSkpZllXj/O79u7lmwTXkFecpISUiIiIiIiKNSv/LFGnrJk2CgQOrB5u7M7bPWMb2Gcv+0v3V5yqtSn49/9ekpKaw58CepopWRERERERE2glzdGVEezV69Ghr9erVzR2GiH9UVkKAbznoR795lFs+uYV/n/tvrh19rZ8CExERERERkbbMGLPGsqzR7h5TpZRIe+BjQmrtnrXcsfgOpg+azqxRs/wUlIiIiIiIiLRnSkqJCAAnPX8Styy6BYCbPr6J7mHdee685zDGNHNkIiIiIiIi0hZp9z0RISU1he92f8e3O7/l3Y3v8qeT/8TYPmOJCo9q7tBERERERESkjVKllEg7l5KawqyFsyitKAUgvSCd2z67jS25W5o5MhEREREREWnLlJQSaeeSFydTVFZU41xRWRHJi5ObKSIRERERERFpD5SUEmnnMgoyfDovIiIiIiIi0hiUlBJp5+Ii4nw6LyIiIiIiItIYlJQSaefmTJ5DeHB4jXPhweHMmTynmSISERERERGR9kBJKZF2Lml4EvOmzSM+Ih6DIT4innnT5pE0PKm5QxMREREREZE2zFiW1dwxtAijR4+2Vq9e3dxhiIiIiIiIiIi0GcaYNZZljXb3mCqlRERERERERESkySkpJSIiIiIiIiIiTU5JKRERERERERERaXJKSomIiIiIiIiISJNTUkpERERERERERJqcklIiIiIiIiIiItLklJQSEREREREREZEmp6SUiIiIiIiIiIg0OSWlRERERERERESkySkpJSIiIiIiIiIiTU5JKRERERERERERaXJKSomIiIiIiIiISJNTUkpERERERERERJqcklIiIiIiIiIiItLklJQSEREREREREZEmp6SUiIiIiIiIiIg0OSWlRERERERERESkySkpJSIiIiIiIiIiTU5JKRERERERERERaXJKSomIiIiIiIiISJNTUkpERERERERERJqcklIiIiIiIiIiItLklJQSEREREREREZEmp6SUiIiIiIiIiIg0OSWlRERERERERESkySkpJSIiIiIiIiIiTU5JKRERERERERERaXJKSomIiIiIiIiISJNTUkpERERERERERJqcklIiIiIiIiIiItLkjGVZzR1Di2CM2QekN3ccIiLSZkUB2c0dhEgroj8zIr7RnxkR5/TnpWnFW5YV7e4BJaVERESagDFmtWVZo5s7DpHWQn9mRHyjPzMizunPS8uh9j0REREREREREWlySkqJiIiIiIiIiEiTU1JKRESkacxr7gBEWhn9mRHxjf7MiDinPy8thGZKiYiIiIiIiIhIk1OllIiIiIiIiIiINDklpUREpMUxxsQaY74wxmwwxqw3xtx0xGPdjDGfGmN+qjp2rTqfZIz50RiTaoxZbowZccRzXjDGZBlj1nm579nGmM3GmK3GmDuOOH9j1TnLGBNVx/NTqp6/ruqewd5iO+r5o6rWbDXGPG6MMXV9z26ef2XVmp+MMVd6u+5RzzVVj22tinWkt+tKy9EC/8y4/bPg5vn6MyPNogX+mXneGPND1fXfNsZ0cvPccGPMh8aYTVUx//2Ix66rimutMeYrY8wQD/dvtp/5On5dPV5XWo6W9mfmiMcfN8Yc8PBcj39mqh6/+Ijv53Vf7m+M6WeMWVF1/g1jTIiH599ZtWazMeYsp99X1ZoOVdfeWnWvBG/XbZUsy9KHPvShD33oo0V9AL2AkVWfdwa2AEOqvn4QuKPq8zuAf1R9fjLQterzc4AVR1xvIjASWFfHPQOBn4FjgBDghyPueQKQAKQBUXVcYypg/r+9ew+2q6oPOP79kYDlnQBCISAiD6nIy8aWUsqjVAQ7JjKKgC2KFTuALWhnqlNtIaY4fei0qUqlbToUGJSXZWBAaaFjjIjhUR5VhEJ41UCUDpAEhYEQfv1jr9u7s937nJPcm3NPyPczs+bus/d67TN7wcnvrLVOSV8DzurXt0b5O4DDSvlvAif0uudG2R2AR8vfmeV4Zq96W/r+zZLnsLE+9qrXNDppBMdM61joeO4cMybHDGxXy/c3Y+03ym8FHFOOtwC+U3vm6+XnADe1lJ/SZ77H+9par2m00qiNmXJ9NnAZ8NOO8r3GzL7APbX+7bwu7QNXAaeU44to+f8c8JZS5nXAXqWuaf3uq1b+bOCicnwKcGWveqf6GVnf5EwpSdLIyczlmXl3OX4eeACYVS7PBS4px5cA7yn5bsvM58r5JcDutfoWA8/2afZXgKWZ+WhmvgxcUdoiM+/JzMcH6Pc3sqD6gL97v76NiYhdqf5RsaSUv3Ts3rruueGdwM2Z+Wxp62bg+D711s0FLi3dXwLMKGVb6+33Xmi4RnDMtI6Fln47ZjQlRnDMrIJq1hCwJfBzG/9m5guZ+a1y/DJwN+NjZlUt69Zt5Zn6Z75rXHbVqxEyamMmIqYBnwc+2aPPnWMG+Chw4Vj/MvPpQdsv4/Q3gWua99wwF7giM1/KzMeApaXOzvtqKT/2vl4DHFva7qp3o2RQSpI00spU5UOB28upXTJzeTn+MbBLS7GPUH3rui5mAT+qvV7G+IetdRLVEqTTgJvWoW+zSptt7bfec0TMjoiFffrfWW9Z7nHmAOUn5X3RcIzSmOkzFgbN55jRBjUqYyYiLi7t7Q98qU+fZwDvBv6jdu5jEfEI1ayVc9ah/Q32zEfEwoiYXc53va+OmY3MiIyZPwCur7Xbr88zWHvM7AfsFxHfjYglEdEWSO1qf0dgRWa+0uxXRMyJiPl9yvcaM/MjYk6zfGlrZWn7NTVmpk91ByRJ6hLVnhpfBz7e+BYYgMzMiMhGmWOoPvgcMZxetvp7YHFmfqd+cjL6Vr/nzLwLOGMCdV20vmU1mkZwzLSOhUHzOWa0oY3SmMnMD5fZH18CTgYu7ujzdKrlrl/MzEdr5S8ELoyIDwB/CnxoEvo0oWc+M1vHW9v7qo3DKIyZiNgNOAk4esD8bWNmOtUSvqOpZk8tjogDM3PFRPqWmdcD10+g/HkTaX9j5EwpSdJIKjMnvg5cnpn/Wrv0k7Fp/eXv07UyBwELgbmZ+Uyf+veIakPYe8u3wE8Ce9Sy7F7O9arj30r5hbVz5wOvB/6okbdf355k7SVK9fY777lRvq3/veodtPw6vS+aGqM2ZtrGgmNGo2TUxgxAZq6hWsrz3oiYVis/v5btH4GHM3NBR9NX0L6UaKqf+a731TGzkRihMXMosA+wNCIeB7Yqm36vy5hZRjXTanVZAvcQVZCqrqv9Z6iWmU5vnG+a6Jj5/3ylre1L26+tMZMjsLGVyWQymUz1RLXZ6aXAgpZrn2ftzTT/uhy/gWpN/eEddb6R3ptpTqfanHUvxjedPKCR53F6b3R+BnAbsGXjfM++1fI1N5p9V697bpTdAXiMapPZmeV4h171Nsr/NmtvNHtHv3pNo5NGbcx0jYWWOhwzpilJozRmSl/2qfXrC8AXOuq4gCoosFnj/L6143cDd7WUndJnvsf72lqvabTSKI2ZlnytG52Xa11j5njgknK8E9VyuB0HbR+4mrU3Oj+7pe0DWHtD8kepNjkf9L4+xtobnV/Vq96pfkbW+9ma6g6YTCaTydRMVNO7E/gv4N6Sxv6xuSPVfgAPA7fUPlAvBJ6r5b+rVt/XgOXAaqpvxj7S0e67qL4pewT4TO38OaXcK8BTwMKO8q+UsmN9OK9f3xrlZwM/KHV8GYg+9zy73hfg96g+/C0FPjxAvWcCZ5bjAC4seb4PzO5Xr2l00giOmdax0FLeMWPa5McM1eqV75bn6AfA5dR+Ta9WdvfS5wdqfTijXPs74P5y7lu0/AN3Kp758p7N7vO+dtZrGp00SmOmJU/Xr+/1GjNB9UuXPyzP3Snr0j7VL+fdUZ75q4HXlfNzgPm1fJ8pZf+b2q9a9qh3PjC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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot to show the final prediction\n", + "plt.figure(figsize=(20,14))\n", + "\n", + "plt.plot(test_data.index, predictions, label='Predicted Price', color='green', marker='o', linestyle='dashed')\n", + "plt.plot(test_data.index, test_data['Open'], label='Actual Price', color='red')\n", + "plt.legend(fontsize=30)\n", + "\n", + "plt.xticks(np.arange(267,332,20), df['Date'][267:332:20])\n", + "\n", + "plt.title('Prices Prediction', fontsize=50)\n", + "plt.xlabel('Dates', fontsize=30)\n", + "plt.ylabel('Prices - in Indian Rupees (INR)', fontsize=30)\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.9.7" + }, + "papermill": { + "default_parameters": {}, + "duration": 200.719868, + "end_time": "2021-10-11T10:12:00.326987", + "environment_variables": {}, + "exception": null, + "input_path": "__notebook__.ipynb", + "output_path": "__notebook__.ipynb", + "parameters": {}, + "start_time": "2021-10-11T10:08:39.607119", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/MLProject/ArimaShortTerm.ipynb b/MLProject/ArimaShortTerm.ipynb new file mode 100644 index 0000000..6233418 --- /dev/null +++ b/MLProject/ArimaShortTerm.ipynb @@ -0,0 +1,2256 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 40, + "id": "e0728f81", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:48.263785Z", + "iopub.status.busy": "2021-10-11T10:08:48.261962Z", + "iopub.status.idle": "2021-10-11T10:08:49.671715Z", + "shell.execute_reply": "2021-10-11T10:08:49.670514Z", + "shell.execute_reply.started": "2021-10-11T09:31:20.019264Z" + }, + "papermill": { + "duration": 1.430706, + "end_time": "2021-10-11T10:08:49.671916", + "exception": false, + "start_time": "2021-10-11T10:08:48.241210", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "##Short term data analysis\n", + "\n", + "import numpy as np \n", + "import pandas as pd\n", + "import os\n", + "from subprocess import check_output\n", + "import warnings\n", + "\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import plotly.graph_objects as go\n", + "from statsmodels.graphics.tsaplots import plot_acf, plot_pacf\n", + "from pandas.plotting import lag_plot\n", + "\n", + "import datetime\n", + "from statsmodels.tsa.arima_model import ARIMA\n", + "from sklearn.metrics import mean_squared_error\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "d6293283", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:49.712699Z", + "iopub.status.busy": "2021-10-11T10:08:49.711865Z", + "iopub.status.idle": "2021-10-11T10:08:49.715412Z", + "shell.execute_reply": "2021-10-11T10:08:49.715965Z", + "shell.execute_reply.started": "2021-10-11T09:31:21.362228Z" + }, + "papermill": { + "duration": 0.027509, + "end_time": "2021-10-11T10:08:49.716182", + "exception": false, + "start_time": "2021-10-11T10:08:49.688673", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "warnings.filterwarnings('ignore')" + ] + }, + { + "cell_type": "markdown", + "id": "4fe9752d", + "metadata": { + "papermill": { + "duration": 0.016402, + "end_time": "2021-10-11T10:08:49.841575", + "exception": false, + "start_time": "2021-10-11T10:08:49.825173", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "#### Load Dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "47993f32", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:49.881482Z", + "iopub.status.busy": "2021-10-11T10:08:49.880679Z", + "iopub.status.idle": "2021-10-11T10:08:49.950455Z", + "shell.execute_reply": "2021-10-11T10:08:49.951013Z", + "shell.execute_reply.started": "2021-10-11T09:31:21.417472Z" + }, + "papermill": { + "duration": 0.093749, + "end_time": "2021-10-11T10:08:49.951217", + "exception": false, + "start_time": "2021-10-11T10:08:49.857468", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "df = pd.read_csv(\"datasets/AXISBANK.csv\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "bcf6fe63", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateSymbolSeriesPrev CloseOpenHighLowLastCloseVWAPVolumeTurnoverTradesDeliverable Volume%Deliverble
02021-01-01AXISBANKEQ620.45620.25625.45617.55623.40623.80622.1560470623.762202e+1484795.01473702.00.2437
12021-01-04AXISBANKEQ623.80627.80633.00621.30625.75624.70626.37140681568.811802e+14140952.04978865.00.3539
22021-01-05AXISBANKEQ624.70618.00667.90618.00664.15664.45649.82379739632.467637e+15393175.07508705.00.1977
32021-01-06AXISBANKEQ664.45662.00667.15649.15651.55654.25659.35208296451.373394e+15232735.06664514.00.3200
42021-01-07AXISBANKEQ654.25659.00676.50659.00670.10671.10668.78178875701.196294e+15203566.03830175.00.2141
................................................
752021-04-26AXISBANKEQ671.35694.00703.80684.50699.50700.45695.33216461841.505120e+15286480.05949937.00.2749
762021-04-27AXISBANKEQ700.45691.10703.90684.10700.90699.55692.83465599673.225830e+15289445.018080082.00.3883
772021-04-28AXISBANKEQ699.55708.00712.50688.15705.95708.15701.92540605873.794635e+15507747.017851331.00.3302
782021-04-29AXISBANKEQ708.15712.00726.90707.00717.10719.40717.41259393271.860920e+15312079.07357520.00.2836
792021-04-30AXISBANKEQ719.40705.00729.85705.00711.65714.90719.36230116541.655365e+15232879.06786072.00.2949
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" + ], + "text/plain": [ + " Date Symbol Series Prev Close Open High Low Last \\\n", + "0 2021-01-01 AXISBANK EQ 620.45 620.25 625.45 617.55 623.40 \n", + "1 2021-01-04 AXISBANK EQ 623.80 627.80 633.00 621.30 625.75 \n", + "2 2021-01-05 AXISBANK EQ 624.70 618.00 667.90 618.00 664.15 \n", + "3 2021-01-06 AXISBANK EQ 664.45 662.00 667.15 649.15 651.55 \n", + "4 2021-01-07 AXISBANK EQ 654.25 659.00 676.50 659.00 670.10 \n", + ".. ... ... ... ... ... ... ... ... \n", + "75 2021-04-26 AXISBANK EQ 671.35 694.00 703.80 684.50 699.50 \n", + "76 2021-04-27 AXISBANK EQ 700.45 691.10 703.90 684.10 700.90 \n", + "77 2021-04-28 AXISBANK EQ 699.55 708.00 712.50 688.15 705.95 \n", + "78 2021-04-29 AXISBANK EQ 708.15 712.00 726.90 707.00 717.10 \n", + "79 2021-04-30 AXISBANK EQ 719.40 705.00 729.85 705.00 711.65 \n", + "\n", + " Close VWAP Volume Turnover Trades Deliverable Volume \\\n", + "0 623.80 622.15 6047062 3.762202e+14 84795.0 1473702.0 \n", + "1 624.70 626.37 14068156 8.811802e+14 140952.0 4978865.0 \n", + "2 664.45 649.82 37973963 2.467637e+15 393175.0 7508705.0 \n", + "3 654.25 659.35 20829645 1.373394e+15 232735.0 6664514.0 \n", + "4 671.10 668.78 17887570 1.196294e+15 203566.0 3830175.0 \n", + ".. ... ... ... ... ... ... \n", + "75 700.45 695.33 21646184 1.505120e+15 286480.0 5949937.0 \n", + "76 699.55 692.83 46559967 3.225830e+15 289445.0 18080082.0 \n", + "77 708.15 701.92 54060587 3.794635e+15 507747.0 17851331.0 \n", + "78 719.40 717.41 25939327 1.860920e+15 312079.0 7357520.0 \n", + "79 714.90 719.36 23011654 1.655365e+15 232879.0 6786072.0 \n", + "\n", + " %Deliverble \n", + "0 0.2437 \n", + "1 0.3539 \n", + "2 0.1977 \n", + "3 0.3200 \n", + "4 0.2141 \n", + ".. ... \n", + "75 0.2749 \n", + "76 0.3883 \n", + "77 0.3302 \n", + "78 0.2836 \n", + "79 0.2949 \n", + "\n", + "[80 rows x 15 columns]" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Assigning time period for the dataframe\n", + "df['Date'] = pd.to_datetime(df['Date'])\n", + "df = df[(df['Date'].dt.year >= 2021)].copy() #All data from 2021\n", + "df.index = range(len(df))\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "1564b4b6", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:50.000537Z", + "iopub.status.busy": "2021-10-11T10:08:49.999693Z", + "iopub.status.idle": "2021-10-11T10:08:50.003016Z", + "shell.execute_reply": "2021-10-11T10:08:50.003499Z", + "shell.execute_reply.started": "2021-10-11T09:31:21.492739Z" + }, + "papermill": { + "duration": 0.036039, + "end_time": "2021-10-11T10:08:50.003718", + "exception": false, + "start_time": "2021-10-11T10:08:49.967679", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Date Symbol Series Prev Close Open High Low Last \\\n", + "0 2021-01-01 AXISBANK EQ 620.45 620.25 625.45 617.55 623.40 \n", + "1 2021-01-04 AXISBANK EQ 623.80 627.80 633.00 621.30 625.75 \n", + "2 2021-01-05 AXISBANK EQ 624.70 618.00 667.90 618.00 664.15 \n", + "3 2021-01-06 AXISBANK EQ 664.45 662.00 667.15 649.15 651.55 \n", + "4 2021-01-07 AXISBANK EQ 654.25 659.00 676.50 659.00 670.10 \n", + "\n", + " Close VWAP Volume Turnover Trades Deliverable Volume \\\n", + "0 623.80 622.15 6047062 3.762202e+14 84795.0 1473702.0 \n", + "1 624.70 626.37 14068156 8.811802e+14 140952.0 4978865.0 \n", + "2 664.45 649.82 37973963 2.467637e+15 393175.0 7508705.0 \n", + "3 654.25 659.35 20829645 1.373394e+15 232735.0 6664514.0 \n", + "4 671.10 668.78 17887570 1.196294e+15 203566.0 3830175.0 \n", + "\n", + " %Deliverble \n", + "0 0.2437 \n", + "1 0.3539 \n", + "2 0.1977 \n", + "3 0.3200 \n", + "4 0.2141 \n", + "(80, 15)\n", + "Index(['Date', 'Symbol', 'Series', 'Prev Close', 'Open', 'High', 'Low', 'Last',\n", + " 'Close', 'VWAP', 'Volume', 'Turnover', 'Trades', 'Deliverable Volume',\n", + " '%Deliverble'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "print(df.head())\n", + "print(df.shape)\n", + "print(df.columns)" + ] + }, + { + "cell_type": "markdown", + "id": "1d666790", + "metadata": {}, + "source": [ + "#### Volume weighted average percentage for 4 months" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "a39058af", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:50.522400Z", + "iopub.status.busy": "2021-10-11T10:08:50.521170Z", + "iopub.status.idle": "2021-10-11T10:08:51.148396Z", + "shell.execute_reply": "2021-10-11T10:08:51.147560Z", + "shell.execute_reply.started": "2021-10-11T09:31:21.812543Z" + }, + "papermill": { + "duration": 0.77077, + "end_time": "2021-10-11T10:08:51.148603", + "exception": false, + "start_time": "2021-10-11T10:08:50.377833", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "type": "scatter", + "x": [ + 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height=500,\n", + " title='VWAP of AXISBANK Data',\n", + " template=\"plotly_white\",)\n", + "fig.update_xaxes(title=\"Date\")\n", + "fig.update_yaxes(title=\"VWAP\")\n", + "fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "a5544282", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:51.413521Z", + "iopub.status.busy": "2021-10-11T10:08:51.404153Z", + "iopub.status.idle": "2021-10-11T10:08:51.685831Z", + "shell.execute_reply": "2021-10-11T10:08:51.685080Z", + "shell.execute_reply.started": "2021-10-11T09:31:22.499789Z" + }, + "papermill": { + "duration": 0.517666, + "end_time": "2021-10-11T10:08:51.686015", + "exception": false, + "start_time": "2021-10-11T10:08:51.168349", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'AXISBank Autocorrelation plot')" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#Autocorrelation Plot\n", + "plt.figure(figsize=(10,10))\n", + "lag_plot(df['Open'], lag=5)\n", + "plt.title('AXISBank Autocorrelation plot')" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "d416f3d7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# AUTOCORRELATION \n", + "plot_acf(df.VWAP, lags=20, title=\"VWAP\")\n", + "plt.ylabel('Correlation Co-efficent')\n", + "plt.xlabel('Lag')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "419f1197", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#PARITAL AUTOCORRELATION FUNCTION (PACF)\n", + "plot_pacf(df.VWAP, lags=20, title=\"VWAP\")\n", + "plt.ylabel('Correlation Co-efficent')\n", + "plt.xlabel('Lag')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "b38ffb19", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# AUTOCORRECTION AND PARTIAL AUTOCORRELATION Functions \n", + "from statsmodels.graphics.tsaplots import plot_acf,plot_pacf #https://www.statsmodels.org/dev/generated/statsmodels.tsa.stattools.pacf.html\n", + "import statsmodels.api as sm\n", + "fig = plt.figure(figsize=(12,8))\n", + "\n", + "figure1 = fig.add_subplot(211)\n", + "figure = sm.graphics.tsa.plot_acf(df['Open'].dropna(),lags=30,ax=figure1)\n", + "\n", + "figure2 = fig.add_subplot(212)\n", + "figure = sm.graphics.tsa.plot_pacf(df['Open'].dropna(),lags=30,ax=figure2)" + ] + }, + { + "cell_type": "markdown", + "id": "8707e781", + "metadata": {}, + "source": [ + "Augmented Dickey Fuller Test" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "c3ccfe72", + "metadata": {}, + "outputs": [], + "source": [ + "from statsmodels.tsa.stattools import adfuller" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "73b340e9", + "metadata": {}, + "outputs": [], + "source": [ + "testResult=adfuller(df['Open'])" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "9a512aca", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ADF Test Statistic : -2.507507681995029\n", + "p-value : 0.1136582947779401\n", + "#Lags Used : 0\n", + "Number of Observations : 79\n", + "These results seem to support the null hypothesis(Ho),indicating it is non-stationary \n" + ] + } + ], + "source": [ + "#Agumented Dickey Fuller Test\n", + "\n", + "#addfullerfunction source: https://www.analyticsvidhya.com/blog/2021/06/statistical-tests-to-check-stationarity-in-time-series-part-1/\n", + "\n", + "def adfuller_test(open):\n", + " result=adfuller(open)\n", + " features = ['ADF Test Statistic','p-value','#Lags Used','Number of Observations']\n", + " \n", + " for value,label in zip(result,features):\n", + " print(label+' : '+str(value) )\n", + " # if statement to provide the result\n", + " if result[1] <= 0.05: \n", + " print(\"These results reject the null hypothesis(Ho). This data is stationary\")\n", + " else:\n", + " print(\"These results seem to support the null hypothesis(Ho),indicating it is non-stationary \")\n", + "\n", + "adfuller_test(df['Open'])" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "b48f676e", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:51.778640Z", + "iopub.status.busy": "2021-10-11T10:08:51.777416Z", + "iopub.status.idle": "2021-10-11T10:08:51.787749Z", + "shell.execute_reply": "2021-10-11T10:08:51.787091Z", + "shell.execute_reply.started": "2021-10-11T09:31:22.919347Z" + }, + "papermill": { + "duration": 0.03719, + "end_time": "2021-10-11T10:08:51.787921", + "exception": false, + "start_time": "2021-10-11T10:08:51.750731", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
SARIMAX Results
Dep. Variable: Open No. Observations: 80
Model: ARIMA(1, 1, 1) Log Likelihood -339.447
Date: Tue, 26 Apr 2022 AIC 684.895
Time: 17:38:31 BIC 692.003
Sample: 0 HQIC 687.743
- 80
Covariance Type: opg
\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
coef std err z P>|z| [0.025 0.975]
ar.L1 -0.5203 0.383 -1.359 0.174 -1.271 0.230
ma.L1 0.3328 0.428 0.778 0.437 -0.506 1.171
sigma2 315.7693 47.084 6.706 0.000 223.485 408.053
\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
Ljung-Box (L1) (Q): 0.00 Jarque-Bera (JB): 6.79
Prob(Q): 0.98 Prob(JB): 0.03
Heteroskedasticity (H): 0.62 Skew: 0.68
Prob(H) (two-sided): 0.22 Kurtosis: 3.44


Warnings:
[1] Covariance matrix calculated using the outer product of gradients (complex-step)." + ], + "text/plain": [ + "\n", + "\"\"\"\n", + " SARIMAX Results \n", + "==============================================================================\n", + "Dep. Variable: Open No. Observations: 80\n", + "Model: ARIMA(1, 1, 1) Log Likelihood -339.447\n", + "Date: Tue, 26 Apr 2022 AIC 684.895\n", + "Time: 17:38:31 BIC 692.003\n", + "Sample: 0 HQIC 687.743\n", + " - 80 \n", + "Covariance Type: opg \n", + "==============================================================================\n", + " coef std err z P>|z| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "ar.L1 -0.5203 0.383 -1.359 0.174 -1.271 0.230\n", + "ma.L1 0.3328 0.428 0.778 0.437 -0.506 1.171\n", + "sigma2 315.7693 47.084 6.706 0.000 223.485 408.053\n", + "===================================================================================\n", + "Ljung-Box (L1) (Q): 0.00 Jarque-Bera (JB): 6.79\n", + "Prob(Q): 0.98 Prob(JB): 0.03\n", + "Heteroskedasticity (H): 0.62 Skew: 0.68\n", + "Prob(H) (two-sided): 0.22 Kurtosis: 3.44\n", + "===================================================================================\n", + "\n", + "Warnings:\n", + "[1] Covariance matrix calculated using the outer product of gradients (complex-step).\n", + "\"\"\"" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# For non-seasonal data (p=1, d=1, q=0 or 1)\n", + "\n", + "from statsmodels.tsa.arima_model import ARIMA\n", + "import statsmodels.api as sm\n", + "\n", + "model=sm.tsa.arima.ARIMA(df['Open'],order=(1,1,1))\n", + "model_fit=model.fit()\n", + "model_fit.summary()" + ] + }, + { + "cell_type": "markdown", + "id": "1bf79bfb", + "metadata": {}, + "source": [ + "### ARIMA (AutoRegressive Integrated Moving Average)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "40deea32", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:51.840766Z", + "iopub.status.busy": "2021-10-11T10:08:51.839920Z", + "iopub.status.idle": "2021-10-11T10:08:52.106661Z", + "shell.execute_reply": "2021-10-11T10:08:52.105894Z", + "shell.execute_reply.started": "2021-10-11T09:31:22.932747Z" + }, + "papermill": { + "duration": 0.297603, + "end_time": "2021-10-11T10:08:52.106832", + "exception": false, + "start_time": "2021-10-11T10:08:51.809229", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#Train and Test Split Visual Representation\n", + "\n", + "train_data = df[0:int(len(df)*0.7)] #70% of initial data\n", + "test_data = df[int(len(df)*0.7):] #30% of data \n", + "\n", + "#Train and Test Split Visual Representation\n", + "\n", + "plt.figure(figsize=(24,14)) #Plot Figures\n", + "plt.title('AXISBANK Stock Price Data for 16 months', fontsize=50) #Title\n", + "plt.xlabel('Dates', fontsize=20) #Dates\n", + "plt.ylabel('Prices (in Indian Rupees)', fontsize=20)\n", + "plt.plot(df['Open'], label='Training Data', color='blue')\n", + "plt.plot(test_data['Open'], label='Testing Data', color='green')\n", + "plt.xticks(np.arange(0,80, 10), df['Date'][0:80:10])\n", + "plt.legend(fontsize=20)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "349391e8", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:52.160748Z", + "iopub.status.busy": "2021-10-11T10:08:52.159665Z", + "iopub.status.idle": "2021-10-11T10:08:52.162247Z", + "shell.execute_reply": "2021-10-11T10:08:52.161703Z", + "shell.execute_reply.started": "2021-10-11T09:31:23.202609Z" + }, + "papermill": { + "duration": 0.031903, + "end_time": "2021-10-11T10:08:52.162395", + "exception": false, + "start_time": "2021-10-11T10:08:52.130492", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# Function for systematic mean absolute percentage error\n", + "# Code from: https://machinelearningmastery.com/arima-for-time-series-forecasting-with-python/\n", + "def smap_error(y_true, y_pred):\n", + " return np.mean((np.abs(y_pred - y_true) * 200/ (np.abs(y_pred) + np.abs(y_true))))" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "1d900e7c", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:52.215456Z", + "iopub.status.busy": "2021-10-11T10:08:52.214758Z", + "iopub.status.idle": "2021-10-11T10:08:52.216652Z", + "shell.execute_reply": "2021-10-11T10:08:52.217091Z", + "shell.execute_reply.started": "2021-10-11T09:36:13.469399Z" + }, + "papermill": { + "duration": 0.032435, + "end_time": "2021-10-11T10:08:52.217263", + "exception": false, + "start_time": "2021-10-11T10:08:52.184828", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# Function to evaluate an ARIMA model for a given order (p,d,q)\n", + "def ARmodel_eval(X, ar_order):\n", + " # prepare training dataset\n", + " train_size = int(len(X) * 0.70)\n", + " train, test = X[0:train_size], X[train_size:]\n", + " history = [x for x in train]\n", + " # make predictions\n", + " predictions = list()\n", + " for t in range(len(test)):\n", + " model = ARIMA(history, order=ar_order)\n", + " result = model.fit()\n", + " yhat = result.forecast()[0] #Forecast of price \n", + " predictions.append(yhat) #Apprend the yhat into predictions list\n", + " history.append(test[t])\n", + " # calculate out of sample error\n", + " error = mean_squared_error(test, predictions)\n", + " return error" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "0f07d7cf", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:08:52.309992Z", + "iopub.status.busy": "2021-10-11T10:08:52.308621Z", + "iopub.status.idle": "2021-10-11T10:11:58.921347Z", + "shell.execute_reply": "2021-10-11T10:11:58.921874Z", + "shell.execute_reply.started": "2021-10-11T09:38:24.109215Z" + }, + "papermill": { + "duration": 186.638518, + "end_time": "2021-10-11T10:11:58.922064", + "exception": false, + "start_time": "2021-10-11T10:08:52.283546", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "from statsmodels.tsa.arima_model import ARIMA\n", + "\n", + "trainAR = train_data['Open'].values #Train Values\n", + "testAR = test_data['Open'].values #Test Values\n" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "dbbc9273", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "import statsmodels.api as sm\n", + "\n", + "## source code for below: https://machinelearningmastery.com/arima-for-time-series-forecasting-with-python/ \n", + "history = [x for x in trainAR]\n", + "print(type(history))\n", + "## source code for above: https://machinelearningmastery.com/arima-for-time-series-forecasting-with-python/ \n", + "predictions = list()\n", + "for t in range(len(testAR)):\n", + " # source: https://stackoverflow.com/questions/67601211/futurewarning-statsmodels-tsa-arima-model-arma-and-statsmodels-tsa-arima-model\n", + " model = sm.tsa.arima.ARIMA(history, order=(5,1,0)) #(p,q,d) \n", + " results = model.fit()\n", + " output = results.forecast()\n", + " yhat = output[0] #Prediction of price \n", + " predictions.append(yhat) #Append the yhat into predictions list\n", + " obs = testAR[t] #test ARIMA\n", + " history.append(obs) \n" + ] + }, + { + "cell_type": "markdown", + "id": "a756e893", + "metadata": {}, + "source": [ + "### MEARN SQUARE ERROR AND SYSMMETRIC MEAN ABSOLUTE PERCENTAGE ERROR:" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "f73fb2d7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Testing Mean Squared Error: 288.230\n", + "Symmetric mean absolute percentage error: 1.982\n" + ] + } + ], + "source": [ + "MSE_error = mean_squared_error(testAR, predictions) #MSE of predictions\n", + "print('Testing Mean Squared Error: %.3f' % MSE_error)\n", + "SAMPE_error = smap_error(testAR, predictions) #SMAPE of predictions\n", + "print('Symmetric mean absolute percentage error: %.3f' % SAMPE_error)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "4b532a42", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:11:58.972507Z", + "iopub.status.busy": "2021-10-11T10:11:58.971572Z", + "iopub.status.idle": "2021-10-11T10:11:59.295353Z", + "shell.execute_reply": "2021-10-11T10:11:59.294861Z", + "shell.execute_reply.started": "2021-10-11T09:41:32.974126Z" + }, + "papermill": { + "duration": 0.350181, + "end_time": "2021-10-11T10:11:59.295509", + "exception": false, + "start_time": "2021-10-11T10:11:58.945328", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Prices - Indian Rupees (INR)')" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot to show the final prediction\n", + "plt.figure(figsize=(24,20))\n", + "plt.plot(df['Open'], 'green', color='black', label='Training Data')\n", + "\n", + "plt.plot(test_data.index, predictions, color='green', marker='o', linestyle='dashed', label='Predicted Price')\n", + "plt.plot(test_data.index, test_data['Open'], color='red', label='Actual Price')\n", + "plt.legend(fontsize=30)\n", + "\n", + "plt.xticks(np.arange(0,80, 40), df['Date'][0:80:40])\n", + "\n", + "plt.title('Prices Prediction', fontsize=50)\n", + "plt.xlabel('Dates', fontsize=30)\n", + "plt.ylabel('Prices - Indian Rupees (INR)', fontsize=30)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "54233629", + "metadata": { + "execution": { + "iopub.execute_input": "2021-10-11T10:11:59.348589Z", + "iopub.status.busy": "2021-10-11T10:11:59.347663Z", + "iopub.status.idle": "2021-10-11T10:11:59.590198Z", + "shell.execute_reply": "2021-10-11T10:11:59.590687Z", + "shell.execute_reply.started": "2021-10-11T09:50:26.602394Z" + }, + "papermill": { + "duration": 0.270684, + "end_time": "2021-10-11T10:11:59.590870", + "exception": false, + "start_time": "2021-10-11T10:11:59.320186", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Prices - Indian Rupees (INR)')" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot to show the final prediction\n", + "plt.figure(figsize=(20,14))\n", + "\n", + "plt.plot(test_data.index, predictions, label='Predicted Price', color='green', marker='o', linestyle='dashed')\n", + "plt.plot(test_data.index, test_data['Open'], label='Actual Price', color='red')\n", + "plt.legend(fontsize=30)\n", + "\n", + "plt.xticks(np.arange(65,80, 5), df['Date'][65:80:5])\n", + "\n", + "plt.title('Prices Prediction', fontsize=50)\n", + "plt.xlabel('Dates', fontsize=30)\n", + "plt.ylabel('Prices - Indian Rupees (INR)', fontsize=30)\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.9.7" + }, + "papermill": { + "default_parameters": {}, + "duration": 200.719868, + "end_time": "2021-10-11T10:12:00.326987", + "environment_variables": {}, + "exception": null, + "input_path": "__notebook__.ipynb", + "output_path": "__notebook__.ipynb", + "parameters": {}, + "start_time": "2021-10-11T10:08:39.607119", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/MLProject/datasets/AXISBANK.csv b/MLProject/datasets/AXISBANK.csv new file mode 100644 index 0000000..f3339eb --- /dev/null +++ b/MLProject/datasets/AXISBANK.csv @@ -0,0 +1,5307 @@ +Date,Symbol,Series,Prev Close,Open,High,Low,Last,Close,VWAP,Volume,Turnover,Trades,Deliverable Volume,%Deliverble +2000-01-03,UTIBANK,EQ,24.7,26.7,26.7,26.7,26.7,26.7,26.7,112100,299307000000.0,,, +2000-01-04,UTIBANK,EQ,26.7,27.0,28.7,26.5,27.0,26.85,27.24,234500,638727500000.0,,, +2000-01-05,UTIBANK,EQ,26.85,26.0,27.75,25.5,26.4,26.3,26.24,170100,446298000000.0,,, 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+2007-05-30,UTIBANK,EQ,561.9,560.0,574.0,550.0,572.0,559.8,559.74,686686,38436307060000.0,,388538.0,0.5658 +2007-05-31,UTIBANK,EQ,559.8,574.0,580.0,555.0,577.95,574.95,570.36,817052,46601623915000.0,,472982.0,0.5789 +2007-06-01,UTIBANK,EQ,574.95,580.0,588.0,573.05,575.0,577.0,577.81,697067,40276915280000.0,,380104.0,0.5453 +2007-06-04,UTIBANK,EQ,577.0,589.9,589.9,551.3,573.0,575.85,577.02,307782,17759758600000.0,,161578.0,0.525 +2007-06-05,UTIBANK,EQ,575.85,578.75,585.0,565.0,580.1,578.7,575.55,968057,55716637820000.01,,640138.0,0.6613 +2007-06-06,UTIBANK,EQ,578.7,596.05,598.7,568.0,574.0,575.55,576.23,411773,23727709295000.0,,195144.0,0.4739 +2007-06-07,UTIBANK,EQ,575.55,556.0,578.7,556.0,569.9,569.9,569.5,201656,11484318095000.0,,72724.0,0.36060000000000003 +2007-06-08,UTIBANK,EQ,569.9,560.0,566.9,556.0,556.0,558.95,560.53,546540,30635083635000.004,,356894.0,0.653 +2007-06-11,UTIBANK,EQ,558.95,564.0,569.85,560.0,567.0,565.85,564.22,205233,11579569705000.0,,110131.0,0.5366 +2007-06-12,UTIBANK,EQ,565.85,567.3,590.0,561.05,586.4,586.35,579.27,906408,52505825880000.0,,476415.0,0.5256000000000001 +2007-06-13,UTIBANK,EQ,586.35,586.0,592.0,575.2,585.0,585.05,583.87,368852,21536170505000.0,,174520.0,0.4731 +2007-06-14,UTIBANK,EQ,585.05,588.0,596.5,578.35,583.5,585.85,585.08,702783,41118432290000.0,,543956.0,0.774 +2007-06-15,UTIBANK,EQ,585.85,587.8,603.9,585.25,598.55,599.75,598.8,580054,34733687389999.996,,226324.0,0.39020000000000005 +2007-06-18,UTIBANK,EQ,599.75,604.0,618.5,604.0,607.15,609.4,609.91,653092,39832991715000.0,,408212.0,0.625 +2007-06-19,UTIBANK,EQ,609.4,581.6,617.0,575.3,615.8,613.45,605.07,416999,25231391180000.0,,157340.0,0.37729999999999997 +2007-06-20,UTIBANK,EQ,613.45,618.0,628.5,617.05,620.0,620.5,622.22,574805,35765657635000.0,,250665.0,0.4361 +2007-06-21,UTIBANK,EQ,620.5,620.0,628.0,609.0,618.05,618.2,619.02,329813,20416151280000.0,,159160.0,0.4826 +2007-06-22,UTIBANK,EQ,618.2,618.0,623.5,610.5,613.0,614.3,615.89,501026,30857461085000.004,,281122.0,0.5611 +2007-06-25,UTIBANK,EQ,614.3,613.5,619.95,607.0,618.0,616.2,614.54,552366,33945068935000.004,,280286.0,0.5074000000000001 +2007-06-26,UTIBANK,EQ,616.2,622.0,622.0,593.4,600.0,600.0,602.89,880978,53113455850000.0,,635364.0,0.7212000000000001 +2007-06-27,UTIBANK,EQ,600.0,614.7,614.7,588.0,588.95,590.25,595.73,335438,19982932340000.0,,179410.0,0.5349 +2007-06-28,UTIBANK,EQ,590.25,590.0,598.0,575.0,580.0,579.3,581.65,947985,55139238385000.0,,660631.0,0.6969 +2007-06-29,UTIBANK,EQ,579.3,594.9,608.0,583.0,606.05,605.5,596.96,641317,38284204050000.0,,351329.0,0.5478000000000001 +2007-07-02,UTIBANK,EQ,605.5,624.7,624.7,601.1,609.6,607.4,606.62,414388,25137671055000.0,,216701.0,0.5229 +2007-07-03,UTIBANK,EQ,607.4,613.0,628.0,609.5,621.0,623.45,620.37,705855,43788994515000.0,,363692.0,0.5153 +2007-07-04,UTIBANK,EQ,623.45,626.8,626.8,613.5,620.0,618.6,617.4,277717,17146158744999.998,,136938.0,0.49310000000000004 +2007-07-05,UTIBANK,EQ,618.6,619.0,635.85,619.0,630.15,630.0,628.57,839667,52778734990000.0,,413568.0,0.4925 +2007-07-06,UTIBANK,EQ,630.0,630.0,633.0,624.45,630.0,628.75,628.42,396779,24934458210000.0,,219947.0,0.5543 +2007-07-09,UTIBANK,EQ,628.75,632.0,641.0,628.0,631.3,634.5,634.96,315670,20043756660000.0,,126066.0,0.3994 +2007-07-10,UTIBANK,EQ,634.5,638.0,638.0,628.2,630.0,630.7,631.5,219141,13838720925000.0,,120918.0,0.5518 +2007-07-11,UTIBANK,EQ,630.7,630.0,635.45,620.0,633.5,631.95,630.43,357577,22542769095000.0,,236621.0,0.6617000000000001 +2007-07-12,UTIBANK,EQ,631.95,640.0,650.0,632.2,638.4,642.55,644.01,381726,24583611465000.0,,120566.0,0.31579999999999997 +2007-07-13,UTIBANK,EQ,642.55,650.1,659.8,633.0,645.0,644.8,648.06,1084963,70312486290000.0,,641554.0,0.5913 +2007-07-16,UTIBANK,EQ,644.8,645.0,652.85,638.0,644.0,645.75,642.51,855053,54937822150000.0,,612218.0,0.716 +2007-07-17,UTIBANK,EQ,645.75,649.0,657.5,645.5,651.0,649.7,651.17,409978,26696482775000.0,,202513.0,0.494 +2007-07-18,UTIBANK,EQ,649.7,648.0,660.0,646.55,660.0,656.2,653.43,381656,24938402215000.0,,218627.0,0.5728 +2007-07-19,UTIBANK,EQ,656.2,660.0,662.0,648.0,651.25,650.1,651.85,315724,20580327315000.0,,163193.0,0.5169 +2007-07-20,UTIBANK,EQ,650.1,630.1,659.0,630.1,647.0,644.6,649.01,345878,22447813855000.0,,236645.0,0.6842 +2007-07-23,UTIBANK,EQ,644.6,644.0,649.0,621.35,625.0,624.4,631.29,645524,40751493365000.0,,458039.0,0.7095999999999999 +2007-07-24,UTIBANK,EQ,624.4,638.0,638.0,608.15,618.0,614.95,612.99,1041980,63872642470000.01,,779923.0,0.7484999999999999 +2007-07-25,UTIBANK,EQ,614.95,605.1,622.4,600.15,618.0,618.55,617.97,298074,18420108805000.0,,166490.0,0.5586 +2007-07-26,UTIBANK,EQ,618.55,619.0,623.3,605.05,615.0,615.3,614.84,866763,53292282240000.0,,734314.0,0.8472 +2007-07-27,UTIBANK,EQ,615.3,610.0,623.0,596.05,604.9,614.35,606.93,815588,49500491720000.0,,566111.0,0.6940999999999999 +2007-07-30,UTIBANK,EQ,614.35,602.0,678.8,598.15,625.0,639.15,625.68,954991,59751864295000.01,,592581.0,0.6204999999999999 +2007-07-31,UTIBANK,EQ,639.15,639.15,660.0,615.0,623.0,625.9,634.13,879934,55799607975000.0,,397967.0,0.4523 +2007-08-01,UTIBANK,EQ,625.9,623.7,630.0,605.0,622.8,618.0,619.78,677329,41979608660000.0,,450542.0,0.6652 +2007-08-02,UTIBANK,EQ,618.0,619.0,625.0,607.3,620.3,620.35,619.94,1070252,66349603385000.0,,884336.0,0.8262999999999999 +2007-08-03,UTIBANK,EQ,620.35,624.0,631.0,618.0,620.0,621.15,624.31,410495,25627451830000.0,,266556.0,0.6494 +2007-08-06,UTIBANK,EQ,621.15,602.0,626.5,601.0,620.0,620.3,619.01,743597,46029290510000.0,,611621.0,0.8225 +2007-08-07,UTIBANK,EQ,620.3,627.0,638.9,601.2,607.8,613.75,623.71,696110,43417085395000.0,,450484.0,0.6470999999999999 +2007-08-08,UTIBANK,EQ,613.75,615.75,631.0,613.9,624.8,625.85,626.18,730529,45744229270000.0,,596083.0,0.816 +2007-08-09,UTIBANK,EQ,625.85,625.0,633.85,604.1,607.0,607.05,618.37,424816,26269369815000.0,,236102.0,0.5558 +2007-08-10,UTIBANK,EQ,607.05,580.7,602.85,575.2,590.7,589.35,590.79,546867,32308134800000.0,,359431.0,0.6573000000000001 +2007-08-13,UTIBANK,EQ,589.35,590.0,607.8,576.3,601.35,600.25,594.14,775622,46082920515000.0,,459561.0,0.5925 +2007-08-14,UTIBANK,EQ,600.25,606.0,606.0,593.3,596.2,597.5,598.35,221303,13241752895000.0,,105299.0,0.4758 +2007-08-16,AXISBANK,EQ,597.5,588.0,594.9,551.0,558.0,557.85,564.61,860905,48607465810000.0,,611675.0,0.7105 +2007-08-17,AXISBANK,EQ,557.85,546.05,581.0,534.0,577.0,575.15,560.1,1338154,74949676900000.0,,766322.0,0.5727000000000001 +2007-08-20,AXISBANK,EQ,575.15,585.0,609.0,577.0,603.5,604.65,593.44,878025,52105849360000.0,,550878.0,0.6274000000000001 +2007-08-21,AXISBANK,EQ,604.65,613.9,613.9,587.0,587.0,590.9,599.01,441898,26470250610000.0,,244937.0,0.5543 +2007-08-22,AXISBANK,EQ,590.9,592.0,599.7,561.15,584.0,582.55,578.25,551499,31890360930000.0,,307484.0,0.5575 +2007-08-23,AXISBANK,EQ,582.55,602.0,614.0,565.75,579.9,582.5,584.29,629828,36799943380000.0,,348010.0,0.5525 +2007-08-24,AXISBANK,EQ,582.5,577.0,597.0,565.1,572.2,570.95,572.09,745735,42662420295000.0,,461277.0,0.6186 +2007-08-27,AXISBANK,EQ,570.95,586.0,586.0,575.15,579.05,577.45,578.99,578904,33518188800000.0,,337535.0,0.5831000000000001 +2007-08-28,AXISBANK,EQ,577.45,583.8,607.5,577.2,597.1,599.9,597.1,1378607,82317126525000.0,,870535.0,0.6315 +2007-08-29,AXISBANK,EQ,599.9,594.0,624.0,582.0,618.05,612.5,613.03,2583362,158367968710000.0,,2053361.0,0.7948000000000001 +2007-08-30,AXISBANK,EQ,612.5,620.0,634.7,612.0,627.0,629.65,617.32,4213178,260089704980000.03,,3446151.0,0.8179000000000001 +2007-08-31,AXISBANK,EQ,629.65,633.0,643.0,631.3,635.0,635.0,638.2,699623,44649927835000.0,,434200.0,0.6206 +2007-09-03,AXISBANK,EQ,635.0,635.0,640.9,625.0,635.15,637.35,634.63,777049,49313654025000.0,,404621.0,0.5207 +2007-09-04,AXISBANK,EQ,637.35,640.0,671.0,639.9,652.95,658.85,657.19,1101122,72364242935000.0,,611277.0,0.5551 +2007-09-05,AXISBANK,EQ,658.85,659.9,675.4,659.9,663.95,666.65,669.74,765902,51295611810000.0,,424879.0,0.5547 +2007-09-06,AXISBANK,EQ,666.65,652.3,669.7,652.3,659.9,659.75,660.98,578519,38239047255000.0,,374410.0,0.6472 +2007-09-07,AXISBANK,EQ,659.75,661.25,664.9,650.0,650.55,651.2,657.22,324459,21324208215000.0,,161137.0,0.4966 +2007-09-10,AXISBANK,EQ,651.2,621.0,657.0,612.65,647.4,649.6,648.99,351471,22810105435000.0,,182272.0,0.5186 +2007-09-11,AXISBANK,EQ,649.6,654.7,658.9,645.0,648.0,646.95,649.48,222745,14466941485000.0,,129509.0,0.5814 +2007-09-12,AXISBANK,EQ,646.95,658.4,658.4,645.1,648.9,646.6,648.86,349171,22656381570000.0,,260593.0,0.7463 +2007-09-13,AXISBANK,EQ,646.6,648.0,666.6,648.0,656.55,659.5,659.73,505701,33362447889999.996,,239825.0,0.4742 +2007-09-14,AXISBANK,EQ,659.5,660.0,672.0,642.2,649.5,650.0,661.55,698468,46206886290000.0,,382564.0,0.5477000000000001 +2007-09-17,AXISBANK,EQ,650.0,646.0,661.5,641.0,654.65,658.65,652.93,459555,30005525105000.0,,259828.0,0.5654 +2007-09-18,AXISBANK,EQ,658.65,656.0,669.4,652.9,660.0,660.3,659.43,614081,40494206645000.0,,382072.0,0.6222 +2007-09-19,AXISBANK,EQ,660.3,680.0,697.0,670.0,683.0,684.2,683.2,1012879,69199654015000.0,,601655.0,0.594 +2007-09-20,AXISBANK,EQ,684.2,692.0,712.0,681.5,706.1,706.15,694.56,1214695,84367445610000.0,,834245.0,0.6868000000000001 +2007-09-21,AXISBANK,EQ,706.15,707.0,714.0,703.0,709.3,709.7,708.53,486857,34495200545000.0,,345075.0,0.7088 +2007-09-24,AXISBANK,EQ,709.7,712.0,743.0,710.05,729.25,732.1,728.71,542983,39567975925000.0,,300578.0,0.5536 +2007-09-25,AXISBANK,EQ,732.1,730.0,740.7,728.1,735.2,739.55,735.37,644897,47424031030000.0,,437001.0,0.6776000000000001 +2007-09-26,AXISBANK,EQ,739.55,740.0,760.05,740.0,759.85,755.75,753.94,934521,70457567910000.0,,608245.0,0.6509 +2007-09-27,AXISBANK,EQ,755.75,770.0,776.0,759.8,770.0,768.7,768.51,982665,75518520095000.0,,670187.0,0.682 +2007-09-28,AXISBANK,EQ,768.7,771.0,775.0,752.65,764.0,764.6,763.67,975475,74493901155000.0,,740952.0,0.7595999999999999 +2007-10-01,AXISBANK,EQ,764.6,766.9,772.5,744.0,748.0,751.5,753.53,643127,48461661410000.0,,449995.0,0.6997 +2007-10-03,AXISBANK,EQ,751.5,753.0,766.0,729.9,755.9,757.6,755.5,1013348,76558462835000.0,,704984.0,0.6957 +2007-10-04,AXISBANK,EQ,757.6,759.7,764.9,725.0,750.25,754.8,743.19,771698,57352066435000.0,,496647.0,0.6436000000000001 +2007-10-05,AXISBANK,EQ,754.8,753.55,762.0,731.0,731.0,738.9,749.85,325965,24442512535000.0,,195899.0,0.601 +2007-10-08,AXISBANK,EQ,738.9,740.0,747.7,689.0,722.05,715.65,711.61,364012,25903511875000.0,,189944.0,0.5218 +2007-10-09,AXISBANK,EQ,715.65,705.0,734.7,699.1,731.5,729.55,717.23,375349,26921020430000.0,,182212.0,0.4854 +2007-10-10,AXISBANK,EQ,729.55,739.95,766.0,736.25,761.5,762.2,755.58,666478,50357891310000.0,,444484.0,0.6668999999999999 +2007-10-11,AXISBANK,EQ,762.2,768.0,770.0,748.0,760.0,759.75,761.84,507316,38649412690000.0,,414656.0,0.8174 +2007-10-12,AXISBANK,EQ,759.75,760.0,767.75,740.0,743.0,744.05,750.99,232221,17439571185000.0,,127450.0,0.5488000000000001 +2007-10-15,AXISBANK,EQ,744.05,753.0,831.0,752.0,815.0,820.0,796.98,1316528,104924515020000.0,,707991.0,0.5378000000000001 +2007-10-16,AXISBANK,EQ,820.0,834.7,903.0,823.1,889.0,886.7,863.53,1528678,132005228295000.0,,825783.0,0.5402 +2007-10-17,AXISBANK,EQ,886.7,801.0,880.0,709.4,875.1,872.15,836.54,1408050,117788936995000.0,,887499.0,0.6303 +2007-10-18,AXISBANK,EQ,872.15,898.7,898.7,845.0,860.0,857.1,874.61,1122762,98198386865000.0,,911167.0,0.8115000000000001 +2007-10-19,AXISBANK,EQ,857.1,869.0,869.0,815.0,835.0,829.85,830.88,717417,59608981504999.99,,531513.0,0.7409 +2007-10-22,AXISBANK,EQ,829.85,812.0,849.4,790.0,835.0,819.0,810.79,683447,55413107310000.0,,488588.0,0.7149 +2007-10-23,AXISBANK,EQ,819.0,821.1,898.0,821.1,866.2,868.85,868.15,723976,62852011345000.01,,467411.0,0.6456000000000001 +2007-10-24,AXISBANK,EQ,868.85,869.8,893.9,848.5,865.0,866.4,868.61,558274,48492322655000.0,,374067.0,0.67 +2007-10-25,AXISBANK,EQ,866.4,860.0,884.95,840.05,870.0,873.85,859.65,614841,52855055020000.0,,310703.0,0.5053 +2007-10-26,AXISBANK,EQ,873.85,872.0,945.0,853.0,925.0,926.1,901.66,576833,52010753485000.0,,227929.0,0.3951 +2007-10-29,AXISBANK,EQ,926.1,928.0,956.9,910.05,915.0,929.05,939.86,655318,61590826229999.99,,424510.0,0.6478 +2007-10-30,AXISBANK,EQ,929.05,932.0,944.7,900.0,903.3,908.35,924.62,705040,65189090350000.0,,369208.0,0.5236999999999999 +2007-10-31,AXISBANK,EQ,908.35,908.1,925.0,904.05,923.0,917.35,914.62,261176,23887807850000.0,,120078.0,0.4598 +2007-11-01,AXISBANK,EQ,917.35,925.0,944.0,888.0,913.0,917.85,917.74,489757,44946725815000.0,,288198.0,0.5885 +2007-11-02,AXISBANK,EQ,917.85,901.0,940.0,880.2,938.0,932.15,920.09,232995,21437728490000.0,,74674.0,0.32049999999999995 +2007-11-05,AXISBANK,EQ,932.15,934.0,1010.0,911.15,984.9,973.0,976.95,1124891,109896295845000.0,,615318.0,0.547 +2007-11-06,AXISBANK,EQ,973.0,985.0,1003.5,926.3,952.6,946.4,975.1,541088,52761548790000.0,,281188.0,0.5197 +2007-11-07,AXISBANK,EQ,946.4,958.5,998.0,921.0,934.85,932.45,949.61,464193,44080337355000.0,,272224.0,0.5864 +2007-11-08,AXISBANK,EQ,932.45,944.0,944.0,890.65,920.0,921.05,913.22,435268,39749567095000.0,,243326.0,0.559 +2007-11-09,AXISBANK,EQ,921.05,929.7,945.0,903.1,917.0,914.2,920.64,29478,2713868330000.0,,12114.0,0.41100000000000003 +2007-11-12,AXISBANK,EQ,914.2,910.0,915.25,870.35,878.5,887.4,891.16,717311,63923583525000.0,,473013.0,0.6594 +2007-11-13,AXISBANK,EQ,887.4,890.6,960.0,881.25,955.25,945.5,930.83,529265,49265606925000.0,,249643.0,0.4717 +2007-11-14,AXISBANK,EQ,945.5,965.5,998.95,961.25,986.05,990.65,982.38,607929,59721554035000.0,,337819.0,0.5557 +2007-11-15,AXISBANK,EQ,990.65,990.5,999.8,956.15,957.1,963.5,976.24,281834,27513856170000.0,,148891.0,0.5283 +2007-11-16,AXISBANK,EQ,963.5,945.5,985.9,943.0,979.9,978.3,977.12,157730,15412101160000.0,,65351.0,0.4143 +2007-11-19,AXISBANK,EQ,978.3,990.5,999.9,970.15,972.95,980.95,981.17,536649,52654539085000.0,,411981.0,0.7676999999999999 +2007-11-20,AXISBANK,EQ,980.95,979.7,1025.0,970.0,1003.5,996.4,1003.32,863971,86683961600000.0,,439586.0,0.5088 +2007-11-21,AXISBANK,EQ,996.4,1006.0,1006.8,932.05,943.0,943.2,960.92,341243,32790734510000.004,,166300.0,0.48729999999999996 +2007-11-22,AXISBANK,EQ,943.2,940.0,945.0,900.0,933.0,918.9,918.8,424122,38968376850000.0,,225402.0,0.5315 +2007-11-23,AXISBANK,EQ,918.9,930.2,950.0,915.0,933.0,926.6,930.83,510599,47528322740000.0,,351363.0,0.6881 +2007-11-26,AXISBANK,EQ,926.6,940.0,956.0,925.0,938.9,938.6,928.96,1967743,182794922695000.0,,1827977.0,0.929 +2007-11-27,AXISBANK,EQ,938.6,942.0,953.0,921.05,933.0,932.1,938.77,439210,41231501190000.0,,287976.0,0.6557 +2007-11-28,AXISBANK,EQ,932.1,943.0,950.0,900.0,904.9,905.7,921.52,390065,35945115025000.0,,233149.0,0.5977 +2007-11-29,AXISBANK,EQ,905.7,924.9,936.9,908.0,934.4,918.85,919.57,669531,61568324604999.99,,410312.0,0.6128 +2007-11-30,AXISBANK,EQ,918.85,917.05,954.7,911.1,934.0,930.65,935.86,708034,66261781185000.0,,446560.0,0.6307 +2007-12-03,AXISBANK,EQ,930.65,936.15,949.9,930.0,943.0,942.35,944.21,362046,34184924705000.0,,257641.0,0.7116 +2007-12-04,AXISBANK,EQ,942.35,947.0,950.5,940.0,940.0,944.3,947.53,520994,49365624245000.0,,367206.0,0.7048000000000001 +2007-12-05,AXISBANK,EQ,944.3,943.0,949.8,935.0,940.0,940.1,940.33,410243,38576194655000.0,,269392.0,0.6567000000000001 +2007-12-06,AXISBANK,EQ,940.1,945.1,951.0,916.65,925.0,923.2,931.78,501034,46685257305000.0,,360966.0,0.7204 +2007-12-07,AXISBANK,EQ,923.2,931.2,940.0,922.0,937.3,938.55,934.95,295607,27637914900000.0,,192632.0,0.6516 +2007-12-10,AXISBANK,EQ,938.55,940.0,942.5,931.0,937.5,939.65,939.11,193147,18138601230000.0,,125013.0,0.6472 +2007-12-11,AXISBANK,EQ,939.65,950.0,950.0,936.0,937.5,941.0,944.55,451633,42659114105000.0,,331645.0,0.7343000000000001 +2007-12-12,AXISBANK,EQ,941.0,935.0,955.0,902.25,936.2,942.05,940.87,1026354,96566633500000.0,,795859.0,0.7754000000000001 +2007-12-13,AXISBANK,EQ,942.05,945.0,980.0,945.0,968.6,972.2,967.04,922034,89164745385000.0,,527488.0,0.5721 +2007-12-14,AXISBANK,EQ,972.2,975.1,998.95,972.15,995.25,994.65,983.7,1740002,171164417920000.0,,1280164.0,0.7356999999999999 +2007-12-17,AXISBANK,EQ,994.65,995.25,1013.3,962.2,995.0,984.45,995.82,595392,59290509435000.0,,353807.0,0.5942000000000001 +2007-12-18,AXISBANK,EQ,984.45,994.7,1000.0,932.3,953.15,952.0,959.75,780477,74906328310000.0,,540828.0,0.6929000000000001 +2007-12-19,AXISBANK,EQ,952.0,965.0,978.0,927.0,942.0,939.0,949.2,435856,41371408280000.0,,271139.0,0.6221 +2007-12-20,AXISBANK,EQ,939.0,941.1,963.0,925.2,931.0,933.85,938.09,317888,29820841364999.996,,189748.0,0.5969 +2007-12-24,AXISBANK,EQ,933.85,950.0,957.0,936.5,948.05,953.25,942.31,469184,44211845290000.0,,379965.0,0.8098000000000001 +2007-12-26,AXISBANK,EQ,953.25,960.0,975.0,944.0,970.0,970.95,962.99,357797,34455571720000.0,,209056.0,0.5843 +2007-12-27,AXISBANK,EQ,970.95,974.0,984.0,951.0,955.0,956.4,968.38,509643,49353018530000.0,,333389.0,0.6542 +2007-12-28,AXISBANK,EQ,956.4,960.0,986.0,953.0,972.0,975.55,973.91,354947,34568741455000.0,,233762.0,0.6586 +2007-12-31,AXISBANK,EQ,975.55,986.0,988.0,966.0,968.0,970.45,974.27,180153,17551837010000.0,,99538.0,0.5525 +2008-01-01,AXISBANK,EQ,970.45,970.3,983.45,966.1,972.0,972.55,975.2,144716,14112741725000.0,,89788.0,0.6204 +2008-01-02,AXISBANK,EQ,972.55,980.0,1044.95,980.0,1028.1,1034.65,1023.69,737266,75473505535000.0,,322755.0,0.4378 +2008-01-03,AXISBANK,EQ,1034.65,1030.0,1049.65,1025.0,1034.8,1035.85,1041.43,512466,53369528895000.0,,289869.0,0.5656 +2008-01-04,AXISBANK,EQ,1035.85,1035.0,1074.45,1027.15,1058.9,1054.9,1048.87,714826,74976156120000.0,,472138.0,0.6605 +2008-01-07,AXISBANK,EQ,1054.9,1035.0,1097.0,980.65,1092.0,1090.15,1081.03,620886,67119929690000.0,,270030.0,0.4349 +2008-01-08,AXISBANK,EQ,1090.15,1100.0,1125.0,1053.1,1068.3,1065.75,1091.01,644453,70310649725000.0,,298125.0,0.4626 +2008-01-09,AXISBANK,EQ,1065.75,1070.0,1119.0,1065.0,1098.0,1095.6,1094.38,1036253,113405943095000.0,,617735.0,0.5961 +2008-01-10,AXISBANK,EQ,1095.6,1115.0,1125.0,1074.05,1082.15,1089.15,1106.13,945450,104579164890000.0,,644045.0,0.6812 +2008-01-11,AXISBANK,EQ,1089.15,1099.0,1179.95,1080.0,1170.0,1169.75,1138.73,1314561,149693170705000.0,,719768.0,0.5475 +2008-01-14,AXISBANK,EQ,1169.75,1180.0,1291.5,1163.1,1279.95,1268.15,1221.39,1639922,200299113250000.0,,853910.0,0.5207 +2008-01-15,AXISBANK,EQ,1268.15,1266.0,1287.65,1185.05,1192.0,1196.55,1205.1,1280499,154313366550000.0,,700251.0,0.5468999999999999 +2008-01-16,AXISBANK,EQ,1196.55,1190.0,1198.85,1139.55,1161.3,1156.7,1168.67,893945,104472810540000.0,,561763.0,0.6284000000000001 +2008-01-17,AXISBANK,EQ,1156.7,1168.0,1195.0,1116.0,1158.55,1162.05,1156.23,707204,81768775920000.0,,346290.0,0.4897 +2008-01-18,AXISBANK,EQ,1162.05,1150.0,1155.0,1090.3,1102.0,1116.15,1122.43,619324,69514754485000.0,,385149.0,0.6219 +2008-01-21,AXISBANK,EQ,1116.15,1080.0,1138.8,1020.0,1062.25,1060.65,1071.84,481688,51629139295000.0,,287436.0,0.5967 +2008-01-22,AXISBANK,EQ,1060.65,1000.0,1099.0,848.55,970.0,974.6,999.31,727925,72742241015000.0,,583014.0,0.8009000000000001 +2008-01-23,AXISBANK,EQ,974.6,1038.8,1100.0,960.0,1015.0,1015.7,1017.21,914760,93050625610000.0,,616741.0,0.6742 +2008-01-24,AXISBANK,EQ,1015.7,1100.0,1118.9,980.0,984.0,1002.2,1047.97,1367278,143286310970000.0,,1065407.0,0.7792 +2008-01-25,AXISBANK,EQ,1002.2,1022.0,1151.0,1010.0,1120.4,1097.75,1104.75,696260,76919228610000.0,,376661.0,0.541 +2008-01-28,AXISBANK,EQ,1097.75,1089.0,1151.0,1035.3,1140.1,1141.45,1082.7,379140,41049567345000.0,,183059.0,0.4828 +2008-01-29,AXISBANK,EQ,1141.45,1151.0,1195.0,1072.0,1140.0,1146.2,1138.34,865706,98546735110000.0,,543714.0,0.6281 +2008-01-30,AXISBANK,EQ,1146.2,1082.8,1149.95,1070.0,1086.2,1105.45,1103.85,524200,57864028570000.01,,355191.0,0.6776000000000001 +2008-01-31,AXISBANK,EQ,1105.45,1118.0,1150.0,1051.0,1107.0,1120.8,1114.38,875349,97547405285000.0,,540024.0,0.6169 +2008-02-01,AXISBANK,EQ,1120.8,1140.0,1150.0,1060.0,1090.0,1085.15,1085.88,1550308,168345457195000.0,,1190013.0,0.7676000000000001 +2008-02-04,AXISBANK,EQ,1085.15,1119.0,1129.8,1077.0,1087.0,1088.95,1098.78,671293,73760654950000.0,,470359.0,0.7007 +2008-02-05,AXISBANK,EQ,1088.95,1092.0,1099.0,1053.25,1065.15,1059.7,1070.05,398194,42608881500000.0,,189958.0,0.47700000000000004 +2008-02-06,AXISBANK,EQ,1059.7,1050.0,1088.9,1016.55,1085.0,1084.65,1060.58,497608,52775096680000.0,,277746.0,0.5582 +2008-02-07,AXISBANK,EQ,1084.65,1084.65,1084.65,1015.05,1016.0,1034.7,1055.84,520689,54976222179999.99,,344413.0,0.6615000000000001 +2008-02-08,AXISBANK,EQ,1034.7,1034.7,1044.7,965.55,977.0,983.65,1003.42,520213,52199380660000.0,,313680.0,0.603 +2008-02-11,AXISBANK,EQ,983.65,983.65,987.0,901.0,923.0,930.75,937.97,679096,63696953304999.99,,493527.0,0.7267 +2008-02-12,AXISBANK,EQ,930.75,936.1,1000.0,921.05,1000.0,990.6,959.9,977860,93864796975000.0,,707373.0,0.7234 +2008-02-13,AXISBANK,EQ,990.6,1000.0,1020.0,960.0,967.95,967.0,983.39,650497,63969150460000.0,,431587.0,0.6635 +2008-02-14,AXISBANK,EQ,967.0,1025.0,1025.0,972.35,996.5,993.2,989.57,542421,53676554415000.0,,333284.0,0.6144 +2008-02-15,AXISBANK,EQ,993.2,980.0,1050.0,965.0,1042.0,1029.4,1009.0,465098,46928493395000.0,,245978.0,0.5289 +2008-02-18,AXISBANK,EQ,1029.4,1040.0,1066.9,1032.0,1050.0,1050.9,1045.52,615921,64395697475000.0,,384934.0,0.625 +2008-02-19,AXISBANK,EQ,1050.9,1092.0,1099.85,1016.55,1035.5,1038.15,1049.32,399273,41896596915000.0,,196884.0,0.49310000000000004 +2008-02-20,AXISBANK,EQ,1038.15,1038.0,1038.0,985.15,1000.0,1006.1,1007.26,316309,31860638639999.996,,152841.0,0.4832 +2008-02-21,AXISBANK,EQ,1006.1,1008.8,1035.0,980.2,995.0,1000.7,1002.49,311771,31254666639999.996,,117300.0,0.3762 +2008-02-22,AXISBANK,EQ,1000.7,980.0,985.0,960.25,971.0,971.0,972.2,412064,40061065895000.0,,245015.0,0.5946 +2008-02-25,AXISBANK,EQ,971.0,998.0,999.6,938.0,954.25,956.8,955.44,509108,48641990020000.0,,307700.0,0.6043999999999999 +2008-02-26,AXISBANK,EQ,956.8,950.0,980.0,950.0,955.0,960.8,966.1,336799,32538216525000.0,,214085.0,0.6356 +2008-02-27,AXISBANK,EQ,960.8,971.1,1004.9,970.0,988.5,992.85,992.81,551430,54746595165000.0,,303383.0,0.5502 +2008-02-28,AXISBANK,EQ,992.85,1000.0,1028.0,975.05,999.0,1009.55,997.99,555678,55456063665000.0,,349646.0,0.6292 +2008-02-29,AXISBANK,EQ,1009.55,998.7,1040.0,950.1,1028.0,1022.55,992.63,597013,59261119190000.0,,293578.0,0.4917 +2008-03-03,AXISBANK,EQ,1022.55,965.0,998.0,930.0,932.2,939.45,959.21,414872,39795097925000.0,,191796.0,0.4623 +2008-03-04,AXISBANK,EQ,939.45,940.0,960.0,865.0,905.2,910.9,906.78,954108,86516207470000.0,,451708.0,0.47340000000000004 +2008-03-05,AXISBANK,EQ,910.9,910.0,925.0,875.15,906.0,896.6,896.2,872009,78149132650000.0,,499310.0,0.5726 +2008-03-07,AXISBANK,EQ,896.6,896.6,896.6,809.3,836.0,840.85,835.34,1023885,85528980295000.0,,677751.0,0.6619 +2008-03-10,AXISBANK,EQ,840.85,850.0,850.0,777.0,815.0,806.7,800.62,2043081,163573280045000.0,,1551335.0,0.7593000000000001 +2008-03-11,AXISBANK,EQ,806.7,757.0,846.4,756.3,835.0,836.15,822.61,1106268,91003119230000.0,,679522.0,0.6142000000000001 +2008-03-12,AXISBANK,EQ,836.15,865.0,889.9,846.25,866.0,864.0,867.86,748561,64964261485000.0,,383794.0,0.5127 +2008-03-13,AXISBANK,EQ,864.0,846.2,862.0,762.0,810.0,806.6,802.96,1062500,85314791085000.0,,588187.0,0.5536 +2008-03-14,AXISBANK,EQ,806.6,806.6,894.9,785.0,889.0,860.35,829.09,708255,58720997250000.0,,381257.0,0.5383 +2008-03-17,AXISBANK,EQ,860.35,841.0,841.0,778.5,800.0,793.8,795.54,1108876,88215403515000.0,,676307.0,0.6099 +2008-03-18,AXISBANK,EQ,793.8,785.05,826.0,751.0,781.9,782.55,778.03,1326338,103192818280000.0,,776015.0,0.5851 +2008-03-19,AXISBANK,EQ,782.55,815.0,835.0,740.0,747.0,753.35,764.34,1888980,144381993790000.0,,1104777.0,0.5849000000000001 +2008-03-24,AXISBANK,EQ,753.35,770.0,792.0,712.5,732.85,724.95,731.55,1278566,93533960965000.0,,771449.0,0.6034 +2008-03-25,AXISBANK,EQ,724.95,730.0,805.0,730.0,795.0,790.95,786.29,1397431,109878611884999.98,,713017.0,0.5102 +2008-03-26,AXISBANK,EQ,790.95,805.0,840.0,785.3,831.0,828.8,827.24,760134,62881247620000.01,,238898.0,0.3143 +2008-03-27,AXISBANK,EQ,828.8,815.1,815.1,787.1,791.0,792.45,797.75,910845,72663030325000.0,,428700.0,0.4707 +2008-03-28,AXISBANK,EQ,792.45,797.0,819.9,765.35,811.0,807.2,793.96,1091339,86647744980000.0,,555845.0,0.5093 +2008-03-31,AXISBANK,EQ,807.2,805.0,820.0,742.1,764.0,789.85,773.67,1874610,145033432975000.0,,1172810.0,0.6256 +2008-04-01,AXISBANK,EQ,789.85,809.0,809.0,711.2,720.05,721.65,738.37,1664973,122937319115000.02,,1039770.0,0.6245 +2008-04-02,AXISBANK,EQ,721.65,748.9,765.0,739.0,743.0,744.6,751.1,1852360,139130407350000.0,,1288945.0,0.6958 +2008-04-03,AXISBANK,EQ,744.6,745.0,750.0,726.05,747.95,744.2,736.27,637287,46921641175000.0,,262643.0,0.4121 +2008-04-04,AXISBANK,EQ,744.2,745.05,747.8,710.05,716.0,714.45,718.45,1018127,73147400890000.0,,588090.0,0.5776 +2008-04-07,AXISBANK,EQ,714.45,717.9,761.95,695.0,760.0,751.15,731.86,1072531,78494400590000.0,,502366.0,0.46840000000000004 +2008-04-08,AXISBANK,EQ,751.15,751.0,776.8,744.05,755.3,758.75,761.09,1050992,79989919385000.0,,550181.0,0.5235000000000001 +2008-04-09,AXISBANK,EQ,758.75,760.0,816.4,741.15,811.9,797.7,778.77,1057834,82381059345000.0,,456434.0,0.4315 +2008-04-10,AXISBANK,EQ,797.7,802.3,822.25,770.1,774.75,777.95,798.46,1210718,96670509265000.0,,511789.0,0.4227 +2008-04-11,AXISBANK,EQ,777.95,790.0,795.0,755.6,761.0,759.95,770.74,1028093,79239030385000.0,,395204.0,0.38439999999999996 +2008-04-15,AXISBANK,EQ,759.95,755.0,783.0,741.15,777.0,773.4,764.27,1750510,133786526634999.98,,991564.0,0.5664 +2008-04-16,AXISBANK,EQ,773.4,783.0,794.0,772.15,790.9,785.75,782.88,591973,46344408700000.0,,257792.0,0.4355 +2008-04-17,AXISBANK,EQ,785.75,798.8,853.0,798.8,822.8,824.4,832.17,2335954,194391344055000.0,,1242428.0,0.5319 +2008-04-21,AXISBANK,EQ,824.4,832.0,890.0,815.05,887.0,881.55,856.83,3394017,290810742675000.0,,1114417.0,0.3283 +2008-04-22,AXISBANK,EQ,881.55,884.0,924.0,876.3,902.1,909.0,910.83,1941696,176855618800000.0,,778645.0,0.401 +2008-04-23,AXISBANK,EQ,909.0,915.0,919.9,870.1,897.0,897.2,889.95,1015437,90368319340000.0,,271111.0,0.267 +2008-04-24,AXISBANK,EQ,897.2,905.2,910.0,880.0,890.0,898.55,895.5,1147765,102782477130000.0,,530646.0,0.4623 +2008-04-25,AXISBANK,EQ,898.55,900.0,920.0,888.0,906.0,907.7,907.09,1010683,91677570400000.0,,285907.0,0.2829 +2008-04-28,AXISBANK,EQ,907.7,916.0,925.0,900.0,914.9,918.9,915.62,729753,66817838395000.01,,304053.0,0.4167 +2008-04-29,AXISBANK,EQ,918.9,915.0,949.0,905.0,943.1,945.65,928.62,1747201,162249344920000.0,,764309.0,0.4374 +2008-04-30,AXISBANK,EQ,945.65,944.7,949.9,902.0,919.4,923.55,920.38,1741905,160321705320000.0,,953054.0,0.5471 +2008-05-02,AXISBANK,EQ,923.55,935.0,969.7,926.0,930.0,935.65,934.45,660374,61708406770000.01,,218440.0,0.3308 +2008-05-05,AXISBANK,EQ,935.65,939.0,969.9,924.0,945.0,946.75,952.09,1125528,107160272475000.0,,280986.0,0.24960000000000002 +2008-05-06,AXISBANK,EQ,946.75,945.0,954.9,932.1,948.45,948.1,945.9,1503771,142240974500000.0,,820570.0,0.5457 +2008-05-07,AXISBANK,EQ,948.1,948.0,948.0,901.25,906.1,907.45,912.06,1536455,140134057570000.0,,800559.0,0.521 +2008-05-08,AXISBANK,EQ,907.45,874.0,906.0,856.0,870.5,863.2,874.9,1358931,118892626940000.02,,679386.0,0.4999 +2008-05-09,AXISBANK,EQ,863.2,857.0,875.0,832.0,835.0,835.85,852.04,1506352,128347121325000.0,,614498.0,0.4079 +2008-05-12,AXISBANK,EQ,835.85,844.0,882.8,820.0,874.0,877.2,855.85,1711627,146489813225000.0,,794553.0,0.4642 +2008-05-13,AXISBANK,EQ,877.2,886.5,903.9,862.25,869.2,869.2,889.64,1341735,119366327570000.0,,620384.0,0.46240000000000003 +2008-05-14,AXISBANK,EQ,869.2,865.0,877.5,853.0,866.0,862.5,865.21,1099749,95151711465000.0,,462919.0,0.42090000000000005 +2008-05-15,AXISBANK,EQ,862.5,867.95,899.8,867.95,890.0,893.6,890.15,1048251,93310235435000.0,,517592.0,0.4938 +2008-05-16,AXISBANK,EQ,893.6,900.0,917.9,892.0,892.0,900.05,907.08,851855,77270236480000.0,,312746.0,0.36710000000000004 +2008-05-20,AXISBANK,EQ,900.05,899.0,899.0,851.0,872.0,869.35,870.13,1004625,87414945730000.0,,416374.0,0.41450000000000004 +2008-05-21,AXISBANK,EQ,869.35,855.1,875.0,851.3,871.9,869.75,863.76,1057469,91339474330000.0,,549014.0,0.5192 +2008-05-22,AXISBANK,EQ,869.75,865.0,865.0,823.1,826.4,828.6,836.57,1408038,117792299500000.0,,849833.0,0.6036 +2008-05-23,AXISBANK,EQ,828.6,835.0,842.0,796.0,802.0,799.45,817.18,972939,79506700135000.0,,348689.0,0.35840000000000005 +2008-05-26,AXISBANK,EQ,799.45,790.0,790.0,755.3,763.0,762.9,773.84,905677,70084493300000.0,,395166.0,0.4363 +2008-05-27,AXISBANK,EQ,762.9,770.0,780.0,730.25,743.4,738.75,745.6,1441209,107456080309999.98,,662903.0,0.46 +2008-05-28,AXISBANK,EQ,738.75,748.0,816.4,740.0,814.0,810.2,783.95,2119177,166132400235000.0,,681029.0,0.3214 +2008-05-29,AXISBANK,EQ,810.2,815.0,829.0,775.25,777.0,783.0,795.38,1553751,123582668925000.0,,669130.0,0.4307 +2008-05-30,AXISBANK,EQ,783.0,798.95,804.5,745.45,790.0,793.25,768.78,2620850,201485646295000.0,,1398469.0,0.5336 +2008-06-02,AXISBANK,EQ,793.25,775.0,807.25,740.2,741.0,749.35,766.4,1246821,95556582090000.0,,438331.0,0.35159999999999997 +2008-06-03,AXISBANK,EQ,749.35,740.0,766.7,722.25,756.15,757.4,749.08,1303437,97637246065000.0,,307667.0,0.23600000000000002 +2008-06-04,AXISBANK,EQ,757.4,757.0,776.7,728.2,732.0,736.8,757.58,1289757,97710055235000.0,,351936.0,0.2729 +2008-06-05,AXISBANK,EQ,736.8,736.8,777.3,723.25,770.0,770.9,749.73,1439640,107934346175000.0,,527526.0,0.3664 +2008-06-06,AXISBANK,EQ,770.9,790.0,790.0,756.0,760.5,760.55,767.7,1335669,102539484410000.0,,556819.0,0.4169 +2008-06-09,AXISBANK,EQ,760.55,745.0,749.8,685.0,701.0,703.1,708.74,1956217,138644076230000.0,,872595.0,0.4461 +2008-06-10,AXISBANK,EQ,703.1,710.1,718.85,671.0,677.0,681.5,689.14,1589382,109531165940000.02,,618363.0,0.3891 +2008-06-11,AXISBANK,EQ,681.5,685.0,708.85,683.5,707.1,705.8,701.26,910020,63815911690000.0,,274500.0,0.30160000000000003 +2008-06-12,AXISBANK,EQ,705.8,698.0,720.0,675.0,711.0,714.35,703.53,1311425,92262271400000.0,,462622.0,0.3528 +2008-06-13,AXISBANK,EQ,714.35,730.0,739.9,700.0,702.0,704.5,717.7,1527414,109622088225000.0,,501615.0,0.3284 +2008-06-16,AXISBANK,EQ,704.5,710.0,739.8,710.0,734.0,735.75,726.58,1822054,132387064720000.0,,950718.0,0.5218 +2008-06-17,AXISBANK,EQ,735.75,737.0,803.0,727.15,791.5,794.5,766.82,2196545,168435162925000.0,,617933.0,0.2813 +2008-06-18,AXISBANK,EQ,794.5,795.0,804.0,741.2,749.9,750.5,764.06,3052176,233205023694999.97,,1129428.0,0.37 +2008-06-19,AXISBANK,EQ,750.5,740.0,743.0,712.0,720.0,718.1,723.14,2112724,152780530025000.0,,1132984.0,0.5363 +2008-06-20,AXISBANK,EQ,718.1,718.0,733.9,694.1,703.15,703.7,710.67,3090066,219600544840000.0,,1011496.0,0.3273 +2008-06-23,AXISBANK,EQ,703.7,700.0,709.0,670.0,701.0,697.15,691.3,1915465,132415929000000.0,,528453.0,0.2759 +2008-06-24,AXISBANK,EQ,697.15,705.0,719.7,670.0,670.05,678.65,688.89,1436950,98989951600000.0,,352141.0,0.2451 +2008-06-25,AXISBANK,EQ,678.65,660.0,694.1,642.0,692.0,685.05,672.56,2723216,183152430045000.0,,1048894.0,0.38520000000000004 +2008-06-26,AXISBANK,EQ,685.05,690.0,705.0,665.0,673.0,678.2,683.16,1980763,135318783850000.0,,579347.0,0.2925 +2008-06-27,AXISBANK,EQ,678.2,660.0,660.0,617.0,627.5,628.6,634.14,2409279,152781295940000.0,,850578.0,0.353 +2008-06-30,AXISBANK,EQ,628.6,625.0,635.0,586.2,603.65,605.05,602.96,2235984,134821821475000.0,,815725.0,0.36479999999999996 +2008-07-01,AXISBANK,EQ,605.05,610.0,610.0,580.0,590.0,593.85,594.56,1889999,112372724365000.02,,823587.0,0.43579999999999997 +2008-07-02,AXISBANK,EQ,593.85,597.3,645.0,568.3,640.0,634.45,607.18,2156295,130925246450000.0,,681013.0,0.31579999999999997 +2008-07-03,AXISBANK,EQ,634.45,627.85,635.0,563.0,566.0,580.2,582.31,2431551,141591951775000.0,,899276.0,0.36979999999999996 +2008-07-04,AXISBANK,EQ,580.2,579.0,614.9,562.2,580.0,600.45,596.11,2182168,130081282240000.02,,718464.0,0.32920000000000005 +2008-07-07,AXISBANK,EQ,600.45,590.0,633.1,588.4,598.0,603.95,617.72,1702307,105154229825000.0,,374976.0,0.22030000000000002 +2008-07-08,AXISBANK,EQ,603.95,590.0,622.9,566.5,607.05,606.95,593.22,1978960,117395766625000.0,,555500.0,0.2807 +2008-07-09,AXISBANK,EQ,606.95,625.0,675.0,620.25,675.0,669.1,652.1,2390756,155901005410000.0,,853485.0,0.35700000000000004 +2008-07-10,AXISBANK,EQ,669.1,665.0,687.85,638.0,685.0,678.45,659.91,2080990,137327466955000.0,,499167.0,0.2399 +2008-07-11,AXISBANK,EQ,678.45,670.1,700.0,650.1,669.9,665.25,673.26,3488851,234891820485000.0,,1045044.0,0.2995 +2008-07-14,AXISBANK,EQ,665.25,665.0,691.0,625.6,634.2,634.35,659.2,5220498,344137156465000.0,,1170308.0,0.2242 +2008-07-15,AXISBANK,EQ,634.35,627.0,627.0,576.3,589.4,597.1,593.86,5101472,302958212800000.0,,1629784.0,0.3195 +2008-07-16,AXISBANK,EQ,597.1,600.0,609.0,581.0,581.0,584.45,593.45,3146440,186726887060000.0,,1082795.0,0.34409999999999996 +2008-07-17,AXISBANK,EQ,584.45,619.8,641.9,596.0,640.25,635.45,622.34,4875604,303430006680000.0,,2332385.0,0.47840000000000005 +2008-07-18,AXISBANK,EQ,635.45,644.3,700.0,641.0,682.15,685.6,674.85,3502093,236338290969999.97,,1021371.0,0.2916 +2008-07-21,AXISBANK,EQ,685.6,695.0,704.0,673.3,699.6,697.4,690.13,2660235,183591032455000.0,,884717.0,0.3326 +2008-07-22,AXISBANK,EQ,697.4,695.0,744.8,687.0,738.9,735.05,723.66,3676843,266076765040000.0,,1062145.0,0.2889 +2008-07-23,AXISBANK,EQ,735.05,755.55,802.0,752.0,761.0,763.65,782.1,3202964,250503199285000.0,,1550268.0,0.484 +2008-07-24,AXISBANK,EQ,763.65,765.0,796.8,742.0,763.0,760.3,769.69,3145833,242130735440000.0,,1118584.0,0.3556 +2008-07-25,AXISBANK,EQ,760.3,717.7,742.0,706.0,712.0,712.85,720.12,2216559,159618305040000.0,,758365.0,0.3421 +2008-07-28,AXISBANK,EQ,712.85,634.0,719.7,634.0,695.0,697.3,705.22,3075051,216859809544999.97,,1193681.0,0.3882 +2008-07-29,AXISBANK,EQ,697.3,680.0,687.0,615.1,621.75,619.7,637.87,4701293,299880838040000.0,,1902477.0,0.4047 +2008-07-30,AXISBANK,EQ,619.7,624.05,689.9,624.05,683.0,679.25,657.11,4372760,287337561115000.0,,1861303.0,0.4257 +2008-07-31,AXISBANK,EQ,679.25,680.0,684.95,645.1,650.25,653.9,655.42,2739194,179533523515000.0,,1235046.0,0.4509 +2008-08-01,AXISBANK,EQ,653.9,650.0,684.0,625.0,681.0,679.9,661.87,3578762,236867299580000.03,,907053.0,0.2535 +2008-08-04,AXISBANK,EQ,679.9,680.0,714.8,670.2,705.0,706.05,700.53,3269621,229046734365000.0,,742461.0,0.22710000000000002 +2008-08-05,AXISBANK,EQ,706.05,709.0,773.0,699.85,764.0,760.55,744.69,4498341,334985226870000.0,,1181618.0,0.2627 +2008-08-06,AXISBANK,EQ,760.55,775.0,801.8,735.0,748.9,743.05,773.09,4280259,330903578915000.0,,1276043.0,0.2981 +2008-08-07,AXISBANK,EQ,743.05,743.05,766.6,736.5,748.0,746.55,751.56,2112731,158784911745000.0,,425412.0,0.20140000000000002 +2008-08-08,AXISBANK,EQ,746.55,749.95,766.7,706.25,738.0,735.15,723.54,4538510,328378631675000.0,,1232616.0,0.2716 +2008-08-11,AXISBANK,EQ,735.15,768.8,768.8,750.0,756.0,759.6,761.75,2407400,183384302600000.0,,866626.0,0.36 +2008-08-12,AXISBANK,EQ,759.6,760.0,764.5,715.35,722.0,720.55,732.65,2771302,203040819155000.0,,873919.0,0.3153 +2008-08-13,AXISBANK,EQ,720.55,715.0,731.85,699.0,727.8,725.1,721.73,3900862,281535233930000.0,,967268.0,0.24800000000000003 +2008-08-14,AXISBANK,EQ,725.1,725.1,725.8,686.3,702.0,700.0,700.04,4291347,300413295190000.0,,1254902.0,0.2924 +2008-08-18,AXISBANK,EQ,700.0,698.0,712.5,675.05,693.05,692.5,696.95,3388626,236171176955000.03,,974003.0,0.2874 +2008-08-19,AXISBANK,EQ,692.5,685.0,690.9,670.2,679.25,679.8,679.82,2537770,172521850430000.0,,748798.0,0.29510000000000003 +2008-08-20,AXISBANK,EQ,679.8,678.0,694.8,668.1,669.4,673.8,681.37,2487210,169471119635000.0,,817816.0,0.32880000000000004 +2008-08-21,AXISBANK,EQ,673.8,670.0,672.0,645.0,646.0,649.1,655.6,1994820,130780994195000.0,,483680.0,0.2425 +2008-08-22,AXISBANK,EQ,649.1,645.0,683.2,636.5,677.7,679.85,667.03,3158464,210677798655000.0,,863244.0,0.2733 +2008-08-25,AXISBANK,EQ,679.85,705.0,714.7,682.1,683.45,685.6,696.74,2373952,165402758505000.0,,715201.0,0.3013 +2008-08-26,AXISBANK,EQ,685.6,680.0,683.5,662.15,682.0,679.65,673.24,3396473,228663209105000.03,,918316.0,0.2704 +2008-08-27,AXISBANK,EQ,679.65,688.0,694.4,673.2,678.0,677.35,683.68,2611009,178510178015000.0,,592767.0,0.227 +2008-08-28,AXISBANK,EQ,677.35,680.0,683.5,666.0,678.0,670.55,674.48,2167216,146174373155000.0,,941490.0,0.4344 +2008-08-29,AXISBANK,EQ,670.55,685.0,726.9,682.0,723.8,723.4,712.13,3815226,271694185950000.0,,1039237.0,0.2724 +2008-09-01,AXISBANK,EQ,723.4,720.05,729.75,698.15,725.05,722.9,710.18,3106116,220589817425000.0,,782649.0,0.252 +2008-09-02,AXISBANK,EQ,722.9,732.0,771.6,726.5,758.0,759.85,746.69,4811867,359295145710000.0,,1067691.0,0.22190000000000001 +2008-09-04,AXISBANK,EQ,759.85,760.0,760.0,730.3,734.0,734.2,742.42,4146548,307848567460000.0,,901636.0,0.21739999999999998 +2008-09-05,AXISBANK,EQ,734.2,730.0,730.0,684.05,686.5,687.25,699.19,6016197,420648555080000.0,,2667495.0,0.4434 +2008-09-08,AXISBANK,EQ,687.25,695.0,734.0,695.0,712.5,711.25,718.07,4460463,320291496315000.0,,2289085.0,0.5132 +2008-09-09,AXISBANK,EQ,711.25,715.0,715.9,690.1,708.9,710.0,705.33,3140833,221530901060000.0,,807038.0,0.257 +2008-09-10,AXISBANK,EQ,710.0,699.8,723.4,695.0,709.6,710.45,712.71,3689284,262940621735000.0,,1017702.0,0.2759 +2008-09-11,AXISBANK,EQ,710.45,704.9,717.9,693.0,703.8,704.15,704.95,2511110,177021424455000.0,,346943.0,0.13820000000000002 +2008-09-12,AXISBANK,EQ,704.15,724.0,724.0,687.0,690.0,692.55,700.37,2591494,181501058110000.0,,442642.0,0.17079999999999998 +2008-09-15,AXISBANK,EQ,692.55,678.95,685.0,637.0,654.0,656.9,649.35,3244552,210684603290000.0,,1214466.0,0.3743 +2008-09-16,AXISBANK,EQ,656.9,638.0,699.9,606.0,699.9,695.8,669.42,4110999,275197290425000.0,,912314.0,0.22190000000000001 +2008-09-17,AXISBANK,EQ,695.8,704.0,715.0,653.6,664.0,666.45,680.83,3876136,263900731155000.03,,709690.0,0.18309999999999998 +2008-09-18,AXISBANK,EQ,666.45,621.0,695.0,611.3,678.25,678.6,671.8,4606352,309455302180000.0,,1431288.0,0.31070000000000003 +2008-09-19,AXISBANK,EQ,678.6,691.4,719.9,687.0,708.15,708.55,703.77,3972330,279559326505000.03,,1518848.0,0.3824 +2008-09-22,AXISBANK,EQ,708.55,714.95,722.8,700.0,701.9,704.9,711.18,2606788,185389167075000.0,,799322.0,0.3066 +2008-09-23,AXISBANK,EQ,704.9,699.0,708.45,679.7,690.0,683.35,693.98,2402402,166722608230000.0,,697248.0,0.2902 +2008-09-24,AXISBANK,EQ,683.35,685.15,712.75,685.15,708.0,710.2,699.48,3640893,254674291530000.03,,1530700.0,0.4204 +2008-09-25,AXISBANK,EQ,710.2,710.0,725.9,705.05,721.0,721.4,718.76,4270445,306942755950000.0,,2131591.0,0.4991 +2008-09-26,AXISBANK,EQ,721.4,710.0,724.8,702.25,706.5,705.1,714.14,4739740,338485010805000.0,,2768763.0,0.5842 +2008-09-29,AXISBANK,EQ,705.1,705.0,714.0,660.1,667.5,671.55,678.39,4812453,326471470075000.0,,2560662.0,0.5321 +2008-09-30,AXISBANK,EQ,671.55,653.7,725.0,538.0,723.25,720.25,694.42,4547450,315783117955000.0,,1571496.0,0.3456 +2008-10-01,AXISBANK,EQ,720.25,722.0,745.0,707.0,728.9,734.6,725.63,5478770,397554283240000.0,,2512684.0,0.4586 +2008-10-03,AXISBANK,EQ,734.6,725.0,740.0,694.1,702.05,702.3,722.91,4605365,332924499470000.0,,2356134.0,0.5115999999999999 +2008-10-06,AXISBANK,EQ,702.3,694.7,706.0,670.7,680.0,678.0,689.5,2783251,191906236965000.0,,832825.0,0.2992 +2008-10-07,AXISBANK,EQ,678.0,774.0,774.0,653.1,688.6,682.9,680.73,3811683,259471355415000.0,,1375382.0,0.3608 +2008-10-08,AXISBANK,EQ,682.9,668.0,668.0,571.45,649.6,647.75,620.17,4167456,258453852025000.0,,1054121.0,0.2529 +2008-10-10,AXISBANK,EQ,647.75,575.0,645.0,536.5,543.8,552.6,587.87,4547291,267321408480000.03,,1770792.0,0.38939999999999997 +2008-10-13,AXISBANK,EQ,552.6,565.0,674.0,565.0,660.0,659.95,629.22,4472423,281415423319999.97,,1463350.0,0.3272 +2008-10-14,AXISBANK,EQ,659.95,726.7,726.7,633.0,642.0,639.05,669.35,5151585,344818994320000.0,,1780899.0,0.3457 +2008-10-15,AXISBANK,EQ,639.05,632.0,649.9,601.5,625.0,618.8,619.93,4108439,254693228769999.97,,1163257.0,0.2831 +2008-10-16,AXISBANK,EQ,618.8,503.3,642.7,503.3,632.0,626.25,602.75,4252304,256308624375000.0,,1096116.0,0.25780000000000003 +2008-10-17,AXISBANK,EQ,626.25,659.0,659.0,595.0,595.3,620.35,631.45,3857142,243559078975000.0,,1461679.0,0.379 +2008-10-20,AXISBANK,EQ,620.35,626.4,654.0,603.5,620.0,617.9,626.29,5020890,314454518425000.0,,2511572.0,0.5002000000000001 +2008-10-21,AXISBANK,EQ,617.9,636.7,668.0,623.0,657.0,656.5,644.38,3934153,253510057555000.03,,2048647.0,0.5207 +2008-10-22,AXISBANK,EQ,656.5,636.3,663.8,625.15,628.2,631.2,642.67,2669243,171545245635000.0,,691362.0,0.259 +2008-10-23,AXISBANK,EQ,631.2,620.0,645.0,595.0,628.0,622.4,617.2,3385081,208927394475000.0,,968884.0,0.2862 +2008-10-24,AXISBANK,EQ,622.4,610.0,618.7,517.0,549.9,538.85,563.81,4314310,243246518965000.0,,1500137.0,0.34770000000000006 +2008-10-27,AXISBANK,EQ,538.85,530.0,546.0,475.0,530.0,534.55,501.78,3211069,161125097400000.0,,1370073.0,0.4267 +2008-10-28,AXISBANK,EQ,534.55,545.0,592.0,545.0,590.35,570.0,564.73,522464,29504964430000.0,,155879.0,0.2984 +2008-10-29,AXISBANK,EQ,570.0,595.0,599.0,518.1,522.0,526.85,541.72,4443543,240715324255000.03,,1682151.0,0.3786 +2008-10-31,AXISBANK,EQ,526.85,536.1,580.0,531.1,572.5,562.95,550.06,2949632,162247171955000.0,,1071700.0,0.3633 +2008-11-03,AXISBANK,EQ,562.95,582.3,624.7,580.05,600.9,602.2,595.61,2808227,167260315850000.0,,785608.0,0.2798 +2008-11-04,AXISBANK,EQ,602.2,600.0,648.9,582.4,635.1,640.45,622.29,3510260,218440473400000.0,,1083902.0,0.3088 +2008-11-05,AXISBANK,EQ,640.45,651.9,674.8,592.35,598.0,604.0,630.6,3768257,237625903990000.0,,1181314.0,0.3135 +2008-11-06,AXISBANK,EQ,604.0,590.0,610.9,552.5,581.0,582.7,588.08,2941701,172996002615000.0,,716466.0,0.2436 +2008-11-07,AXISBANK,EQ,582.7,580.0,599.0,547.15,588.0,581.6,571.43,3627601,207293178145000.0,,840547.0,0.23170000000000002 +2008-11-10,AXISBANK,EQ,581.6,594.45,613.0,578.3,607.0,608.9,599.57,2839790,170264897665000.0,,765360.0,0.2695 +2008-11-11,AXISBANK,EQ,608.9,600.0,603.0,560.0,561.0,564.05,574.06,2173945,124798401805000.0,,571341.0,0.26280000000000003 +2008-11-12,AXISBANK,EQ,564.05,559.0,569.7,523.15,526.0,525.3,543.8,2689984,146282591170000.0,,578780.0,0.2152 +2008-11-14,AXISBANK,EQ,525.3,540.0,554.4,487.0,488.5,492.95,503.31,4659572,234519003975000.0,,1881621.0,0.40380000000000005 +2008-11-17,AXISBANK,EQ,492.95,587.2,587.2,431.3,450.9,456.65,455.34,4046313,184245541965000.0,,1148032.0,0.2837 +2008-11-18,AXISBANK,EQ,456.65,452.0,452.0,425.0,437.6,437.75,434.89,4155360,180712357780000.0,,1518096.0,0.3653 +2008-11-19,AXISBANK,EQ,437.75,425.0,464.3,421.1,428.0,427.55,449.86,4652182,209281027150000.0,,1785843.0,0.3839 +2008-11-20,AXISBANK,EQ,427.55,418.0,418.0,394.0,414.0,405.45,406.07,3131567,127162636965000.02,,856006.0,0.2733 +2008-11-21,AXISBANK,EQ,405.45,419.0,422.5,383.6,416.0,411.5,406.68,5421573,220482671980000.03,,1442624.0,0.2661 +2008-11-24,AXISBANK,EQ,411.5,409.0,420.0,391.85,396.0,397.55,402.04,3597837,144646892830000.0,,934046.0,0.2596 +2008-11-25,AXISBANK,EQ,397.55,414.8,418.7,367.0,367.75,376.55,393.59,3749504,147575151570000.0,,1063971.0,0.2838 +2008-11-26,AXISBANK,EQ,376.55,379.9,418.2,362.4,418.0,404.45,381.8,5563298,212404425360000.0,,1569116.0,0.282 +2008-11-28,AXISBANK,EQ,404.45,382.0,416.0,352.5,408.75,408.5,402.54,4059970,163431925020000.0,,1074369.0,0.2646 +2008-12-01,AXISBANK,EQ,408.5,412.5,436.7,408.1,413.0,413.05,422.36,5981239,252621292444999.97,,1963297.0,0.3282 +2008-12-02,AXISBANK,EQ,413.05,408.0,434.7,388.25,434.0,429.1,410.26,5004986,205332165890000.0,,939658.0,0.1877 +2008-12-03,AXISBANK,EQ,429.1,435.0,439.9,422.4,430.6,433.7,432.84,3647846,157892399460000.0,,487797.0,0.13369999999999999 +2008-12-04,AXISBANK,EQ,433.7,439.5,464.8,433.0,454.0,455.2,451.63,4903899,221473338594999.97,,1603759.0,0.327 +2008-12-05,AXISBANK,EQ,455.2,457.0,475.0,440.0,440.25,443.05,455.3,4162259,189508012025000.0,,608708.0,0.1462 +2008-12-08,AXISBANK,EQ,443.05,460.0,468.0,448.0,452.0,451.95,457.03,2679101,122443297550000.0,,602147.0,0.2248 +2008-12-10,AXISBANK,EQ,451.95,457.4,466.0,438.15,462.4,462.8,451.85,4641401,209721319295000.0,,1091444.0,0.2352 +2008-12-11,AXISBANK,EQ,462.8,465.5,479.0,444.4,454.1,457.0,464.39,3398607,157828060970000.0,,523697.0,0.15410000000000001 +2008-12-12,AXISBANK,EQ,457.0,449.7,473.4,435.6,470.1,468.8,454.18,2990757,135833198090000.02,,541590.0,0.1811 +2008-12-15,AXISBANK,EQ,468.8,478.2,492.4,475.0,484.3,486.2,484.72,2585591,125328307009999.98,,668581.0,0.2586 +2008-12-16,AXISBANK,EQ,486.2,485.0,506.3,478.25,500.0,500.8,496.75,2964944,147283067715000.0,,673455.0,0.22710000000000002 +2008-12-17,AXISBANK,EQ,500.8,504.0,520.0,492.05,499.0,497.6,506.35,3120588,158011635080000.0,,734171.0,0.2353 +2008-12-18,AXISBANK,EQ,497.6,495.0,543.0,495.0,537.45,537.2,517.47,3678769,190366447635000.0,,1138900.0,0.30960000000000004 +2008-12-19,AXISBANK,EQ,537.2,539.7,562.0,531.25,545.3,546.0,549.79,3518637,193451118820000.0,,1117726.0,0.3177 +2008-12-22,AXISBANK,EQ,546.0,549.7,556.8,528.55,542.35,537.5,545.02,2073569,113012854030000.0,,396906.0,0.19140000000000001 +2008-12-23,AXISBANK,EQ,537.5,533.1,542.9,490.75,496.9,499.5,506.45,3410146,172707791530000.0,,834944.0,0.24480000000000002 +2008-12-24,AXISBANK,EQ,499.5,495.0,498.0,481.0,490.0,490.75,489.62,2864147,140234413425000.0,,943249.0,0.3293 +2008-12-26,AXISBANK,EQ,490.75,491.45,511.0,477.25,484.0,482.8,496.19,2151638,106761236855000.0,,376753.0,0.1751 +2008-12-29,AXISBANK,EQ,482.8,480.0,501.8,468.0,492.8,494.95,484.01,2720951,131697498845000.0,,320957.0,0.11800000000000001 +2008-12-30,AXISBANK,EQ,494.95,496.5,519.4,494.0,509.5,510.25,506.18,2858087,144670072175000.0,,371154.0,0.12990000000000002 +2008-12-31,AXISBANK,EQ,510.25,519.7,521.0,499.6,505.1,504.7,512.31,2495475,127845903445000.0,,385723.0,0.15460000000000002 +2009-01-01,AXISBANK,EQ,504.7,508.5,522.7,508.0,517.9,516.85,515.88,1408190,72645618500000.0,,170373.0,0.121 +2009-01-02,AXISBANK,EQ,516.85,522.0,547.5,517.3,545.0,541.9,535.25,2852253,152667921040000.0,,597543.0,0.2095 +2009-01-05,AXISBANK,EQ,541.9,549.5,564.8,549.5,557.55,560.1,559.61,1833121,102583752865000.0,,416453.0,0.22719999999999999 +2009-01-06,AXISBANK,EQ,560.1,561.0,577.0,551.4,570.0,569.75,568.73,2578771,146661586830000.0,,682249.0,0.2646 +2009-01-07,AXISBANK,EQ,569.75,574.0,575.4,515.0,525.0,522.1,543.23,2114311,114856507645000.0,,437004.0,0.20670000000000002 +2009-01-09,AXISBANK,EQ,522.1,508.0,540.3,475.0,492.0,486.6,505.54,5034621,254519900315000.0,,1246990.0,0.2477 +2009-01-12,AXISBANK,EQ,486.6,490.0,494.8,445.0,451.0,451.7,459.84,4509390,207357862000000.0,,1912095.0,0.424 +2009-01-13,AXISBANK,EQ,451.7,442.0,465.0,433.0,440.95,440.3,444.54,3051583,135653657040000.02,,1106042.0,0.3624 +2009-01-14,AXISBANK,EQ,440.3,450.0,456.95,438.0,449.0,449.4,447.9,2406971,107807047675000.0,,877370.0,0.36450000000000005 +2009-01-15,AXISBANK,EQ,449.4,430.0,438.4,421.0,435.0,434.05,430.61,2386027,102744366280000.0,,789353.0,0.3308 +2009-01-16,AXISBANK,EQ,434.05,448.7,451.0,436.0,443.85,443.55,442.73,1857294,82228622700000.0,,592043.0,0.3188 +2009-01-19,AXISBANK,EQ,443.55,448.9,450.0,431.55,432.5,438.3,439.93,1588517,69883896400000.0,,476229.0,0.2998 +2009-01-20,AXISBANK,EQ,438.3,429.7,429.7,416.6,423.0,422.4,422.51,1222309,51643580555000.0,,256425.0,0.20980000000000001 +2009-01-21,AXISBANK,EQ,422.4,405.55,428.0,404.0,404.45,407.7,415.96,2072238,86197192305000.0,,574880.0,0.2774 +2009-01-22,AXISBANK,EQ,407.7,410.5,421.0,403.3,412.7,416.05,413.04,1689063,69765179935000.0,,419121.0,0.2481 +2009-01-23,AXISBANK,EQ,416.05,410.0,418.9,380.1,387.5,384.3,396.41,2893547,114702517359999.98,,901505.0,0.3116 +2009-01-27,AXISBANK,EQ,384.3,394.95,404.7,383.25,396.8,394.75,391.08,1758321,68764072860000.0,,398624.0,0.2267 +2009-01-28,AXISBANK,EQ,394.75,399.0,429.5,397.0,426.55,422.85,406.51,5203476,211524545670000.0,,3175364.0,0.6102000000000001 +2009-01-29,AXISBANK,EQ,422.85,430.0,445.0,426.1,436.2,435.65,436.66,3040706,132776040320000.0,,1051902.0,0.34590000000000004 +2009-01-30,AXISBANK,EQ,435.65,434.0,439.0,418.65,432.8,433.7,428.65,2129428,91277465125000.0,,221362.0,0.10400000000000001 +2009-02-02,AXISBANK,EQ,433.7,433.0,433.0,391.1,399.25,397.85,411.5,2197560,90428669345000.0,,683093.0,0.31079999999999997 +2009-02-03,AXISBANK,EQ,397.85,403.0,414.7,392.0,393.95,395.5,398.99,2191885,87453649925000.0,,526343.0,0.2401 +2009-02-04,AXISBANK,EQ,395.5,404.0,409.85,393.0,394.65,395.15,400.71,1914021,76696257500000.0,,273765.0,0.14300000000000002 +2009-02-05,AXISBANK,EQ,395.15,396.5,399.0,384.0,393.85,392.3,390.07,2019907,78790117275000.0,,461888.0,0.22870000000000001 +2009-02-06,AXISBANK,EQ,392.3,392.0,406.9,392.0,401.5,403.0,402.1,1658792,66700078070000.01,,487491.0,0.2939 +2009-02-09,AXISBANK,EQ,403.0,409.6,425.0,406.4,422.7,422.45,417.58,2482162,103650284725000.0,,778798.0,0.3138 +2009-02-10,AXISBANK,EQ,422.45,425.0,435.0,416.0,419.65,421.0,426.34,2271332,96834947220000.0,,325088.0,0.1431 +2009-02-11,AXISBANK,EQ,421.0,410.3,433.85,407.25,431.6,430.95,423.42,2685967,113729698440000.02,,444401.0,0.1655 +2009-02-12,AXISBANK,EQ,430.95,426.0,435.0,425.1,431.45,430.5,430.6,2468647,106299606525000.0,,983770.0,0.3985 +2009-02-13,AXISBANK,EQ,430.5,437.0,444.4,436.0,441.0,440.4,440.42,1669183,73514565025000.0,,683067.0,0.4092 +2009-02-16,AXISBANK,EQ,440.4,440.0,440.0,411.0,419.05,418.8,421.5,1816911,76583169210000.0,,642343.0,0.35350000000000004 +2009-02-17,AXISBANK,EQ,418.8,410.55,413.5,393.1,397.55,399.15,402.53,2628976,105825241185000.0,,1008196.0,0.3835 +2009-02-18,AXISBANK,EQ,399.15,394.0,403.4,385.0,393.05,394.25,393.69,2241951,88263674620000.0,,388242.0,0.1732 +2009-02-19,AXISBANK,EQ,394.25,396.0,404.0,385.05,388.9,388.45,391.48,2177443,85243139590000.0,,466087.0,0.2141 +2009-02-20,AXISBANK,EQ,388.45,385.0,385.0,368.0,374.2,372.7,374.03,2054951,76861429900000.0,,525332.0,0.2556 +2009-02-24,AXISBANK,EQ,372.7,368.0,369.95,355.0,363.0,363.65,363.09,2587693,93955837215000.0,,763068.0,0.2949 +2009-02-25,AXISBANK,EQ,363.65,369.0,375.8,363.65,365.0,366.05,369.09,2222019,82013571845000.0,,766514.0,0.34500000000000003 +2009-02-26,AXISBANK,EQ,366.05,360.0,366.0,343.0,347.25,346.3,350.39,3265631,114425894515000.02,,1031754.0,0.3159 +2009-02-27,AXISBANK,EQ,346.3,349.8,352.85,336.75,348.0,347.9,344.26,3082977,106134341105000.0,,781301.0,0.2534 +2009-03-02,AXISBANK,EQ,347.9,343.0,343.0,319.3,323.7,323.1,327.71,3268078,107098448600000.0,,1161151.0,0.3553 +2009-03-03,AXISBANK,EQ,323.1,322.0,333.75,315.2,324.95,324.9,327.48,4506689,147583708330000.0,,1033759.0,0.22940000000000002 +2009-03-04,AXISBANK,EQ,324.9,344.4,344.4,319.4,322.1,322.15,325.12,3898349,126742425730000.0,,844016.0,0.2165 +2009-03-05,AXISBANK,EQ,322.15,330.0,336.0,296.35,297.2,300.7,311.71,5192278,161847386825000.0,,954524.0,0.1838 +2009-03-06,AXISBANK,EQ,300.7,292.0,308.6,286.6,298.0,294.95,298.55,8665757,258718820385000.0,,2051218.0,0.23670000000000002 +2009-03-09,AXISBANK,EQ,294.95,292.6,296.7,278.25,281.2,281.4,284.94,3612891,102946033320000.0,,664990.0,0.1841 +2009-03-12,AXISBANK,EQ,281.4,290.0,307.55,283.7,305.4,304.5,296.05,5253983,155544685075000.0,,865328.0,0.16469999999999999 +2009-03-13,AXISBANK,EQ,304.5,310.6,334.55,310.6,333.0,329.9,323.67,4381546,141816982900000.0,,1430916.0,0.32659999999999995 +2009-03-16,AXISBANK,EQ,329.9,330.0,353.5,325.4,341.2,342.55,340.92,5814820,198237680125000.0,,1056276.0,0.18170000000000003 +2009-03-17,AXISBANK,EQ,342.55,344.0,347.9,321.1,325.75,325.5,333.27,5128623,170919550355000.0,,610067.0,0.11900000000000001 +2009-03-18,AXISBANK,EQ,325.5,328.0,347.0,328.0,343.15,340.7,341.7,4897697,167352013490000.0,,1346110.0,0.2748 +2009-03-19,AXISBANK,EQ,340.7,344.95,362.95,342.0,362.1,358.0,350.93,5603741,196650452560000.0,,845608.0,0.1509 +2009-03-20,AXISBANK,EQ,358.0,356.0,360.6,326.65,341.7,342.4,347.08,4891086,169757400325000.0,,1073597.0,0.2195 +2009-03-23,AXISBANK,EQ,342.4,353.9,376.9,347.6,375.6,373.65,362.5,4808782,174319530360000.0,,923387.0,0.192 +2009-03-24,AXISBANK,EQ,373.65,375.95,399.5,365.15,375.55,371.95,386.38,6089281,235278582950000.0,,1085580.0,0.1783 +2009-03-25,AXISBANK,EQ,371.95,379.8,405.0,373.4,404.5,398.1,386.17,6500122,251016721294999.97,,873589.0,0.1344 +2009-03-26,AXISBANK,EQ,398.1,411.0,427.3,404.0,420.0,421.4,417.25,7610088,317527382235000.0,,2318004.0,0.30460000000000004 +2009-03-27,AXISBANK,EQ,421.4,424.0,434.9,418.6,433.5,431.05,428.22,5796734,248227020555000.03,,1362773.0,0.23510000000000003 +2009-03-30,AXISBANK,EQ,431.05,422.1,427.5,390.65,399.25,397.0,404.79,5067237,205116342480000.0,,1505299.0,0.29710000000000003 +2009-03-31,AXISBANK,EQ,397.0,402.0,423.8,375.6,414.25,414.95,403.9,9739763,393391010895000.0,,2033088.0,0.20870000000000002 +2009-04-01,AXISBANK,EQ,414.95,420.0,421.9,400.1,415.75,418.15,413.71,5271983,218104749919999.97,,443439.0,0.08410000000000001 +2009-04-02,AXISBANK,EQ,418.15,421.15,449.0,421.15,441.95,439.6,442.46,4103869,181580201165000.0,,1059685.0,0.2582 +2009-04-06,AXISBANK,EQ,439.6,455.0,464.0,426.2,434.0,435.25,441.23,5554676,245091590060000.0,,1458881.0,0.2626 +2009-04-08,AXISBANK,EQ,435.25,430.0,449.7,401.4,442.15,443.55,430.57,5843471,251604610744999.97,,1310880.0,0.2243 +2009-04-09,AXISBANK,EQ,443.55,460.0,468.2,435.0,442.35,445.6,447.43,7968136,356519212515000.0,,2387981.0,0.2997 +2009-04-13,AXISBANK,EQ,445.6,450.25,470.5,450.25,461.2,461.85,464.37,4851315,225281117675000.0,,1985573.0,0.4093 +2009-04-15,AXISBANK,EQ,461.85,455.0,515.0,436.05,506.2,504.2,477.69,6760323,322932393065000.0,,1575122.0,0.233 +2009-04-16,AXISBANK,EQ,504.2,512.1,515.85,461.15,465.0,472.1,491.39,6899033,339010521095000.0,,1683873.0,0.2441 +2009-04-17,AXISBANK,EQ,472.1,472.0,512.0,472.0,510.6,503.25,499.46,5750211,287200648610000.0,,1235740.0,0.21489999999999998 +2009-04-20,AXISBANK,EQ,503.25,515.0,529.9,498.4,510.25,509.85,518.36,6396039,331546638190000.0,,1182229.0,0.18480000000000002 +2009-04-21,AXISBANK,EQ,509.85,500.0,500.0,477.4,494.15,493.95,489.24,9574494,468426140205000.0,,2936899.0,0.30670000000000003 +2009-04-22,AXISBANK,EQ,493.95,499.0,509.9,466.55,473.2,472.15,484.66,6601603,319956207510000.0,,1726850.0,0.2616 +2009-04-23,AXISBANK,EQ,472.15,476.8,509.95,462.85,509.9,502.05,486.73,6452001,314037009845000.0,,1557398.0,0.2414 +2009-04-24,AXISBANK,EQ,502.05,505.5,535.9,503.0,528.35,529.6,522.01,6924508,361464157145000.0,,1762511.0,0.2545 +2009-04-27,AXISBANK,EQ,529.6,520.0,563.0,513.35,553.3,557.5,549.42,6682034,367126940395000.0,,1427162.0,0.2136 +2009-04-28,AXISBANK,EQ,557.5,552.0,570.0,525.0,531.7,530.7,544.67,6507252,354432020730000.0,,1249821.0,0.19210000000000002 +2009-04-29,AXISBANK,EQ,530.7,536.0,563.8,534.8,560.0,557.3,548.34,4968188,272427600580000.03,,1358620.0,0.2735 +2009-05-04,AXISBANK,EQ,557.3,575.0,612.0,572.1,611.0,609.35,592.26,4794343,283949155135000.0,,1374089.0,0.2866 +2009-05-05,AXISBANK,EQ,609.35,620.0,642.95,601.0,622.05,627.35,625.9,6586596,412255104690000.0,,1741592.0,0.2644 +2009-05-06,AXISBANK,EQ,627.35,635.0,635.0,593.3,611.05,605.25,612.29,5337630,326816550165000.0,,1023089.0,0.1917 +2009-05-07,AXISBANK,EQ,605.25,612.5,628.8,610.0,623.0,624.75,620.06,2765313,171465455945000.0,,452122.0,0.1635 +2009-05-08,AXISBANK,EQ,624.75,623.0,626.95,595.3,608.0,607.25,608.82,2787975,169736604240000.0,,379320.0,0.1361 +2009-05-11,AXISBANK,EQ,607.25,613.1,632.4,602.85,624.9,620.35,618.11,4915809,303852867295000.0,,1009518.0,0.2054 +2009-05-12,AXISBANK,EQ,620.35,630.4,679.9,615.15,672.9,669.0,644.92,5882766,379388912720000.0,,998397.0,0.1697 +2009-05-13,AXISBANK,EQ,669.0,659.0,692.0,659.0,670.15,671.7,676.45,6144979,415679379705000.0,,769355.0,0.1252 +2009-05-14,AXISBANK,EQ,671.7,659.0,659.0,623.5,636.1,637.55,636.61,6493362,413373737825000.0,,1695622.0,0.2611 +2009-05-15,AXISBANK,EQ,637.55,680.0,680.0,644.7,660.35,659.6,660.34,4254524,280941479140000.0,,869993.0,0.2045 +2009-05-18,AXISBANK,EQ,659.6,730.0,818.0,725.6,801.8,778.4,769.82,68811,5297190515000.0,,66896.0,0.9722000000000001 +2009-05-19,AXISBANK,EQ,778.4,808.0,818.0,751.0,754.9,764.8,791.32,6695326,529812756435000.06,,2968404.0,0.4434 +2009-05-20,AXISBANK,EQ,764.8,676.65,792.25,676.65,734.0,728.55,750.35,4193876,314687151520000.0,,1562680.0,0.3726 +2009-05-21,AXISBANK,EQ,728.55,734.0,757.5,720.1,738.0,736.2,737.58,4272377,315123030245000.0,,781051.0,0.18280000000000002 +2009-05-22,AXISBANK,EQ,736.2,738.0,768.0,721.3,766.35,762.85,748.83,3561757,266713483619999.97,,537655.0,0.151 +2009-05-25,AXISBANK,EQ,762.85,766.0,778.9,753.6,773.6,774.0,768.4,2033607,156263179650000.0,,390042.0,0.1918 +2009-05-26,AXISBANK,EQ,774.0,765.25,778.0,739.8,741.0,744.75,756.03,2061084,155824285145000.0,,405700.0,0.1968 +2009-05-27,AXISBANK,EQ,744.75,751.9,801.4,751.9,798.0,797.75,783.08,2616496,204893133165000.0,,619722.0,0.23690000000000003 +2009-05-28,AXISBANK,EQ,797.75,799.0,810.0,771.35,783.0,782.05,785.55,4611067,362223924320000.0,,1493295.0,0.3239 +2009-05-29,AXISBANK,EQ,782.05,790.0,812.0,771.2,779.95,778.95,794.77,3449748,274175443080000.03,,1343344.0,0.38939999999999997 +2009-06-01,AXISBANK,EQ,778.95,791.0,810.0,730.0,747.2,741.75,750.24,4944838,370979321690000.0,,1626485.0,0.3289 +2009-06-02,AXISBANK,EQ,741.75,769.75,774.0,702.4,721.6,719.9,724.39,6324978,458174436260000.06,,2000859.0,0.31629999999999997 +2009-06-03,AXISBANK,EQ,719.9,730.2,741.0,710.0,715.9,717.0,723.32,3992532,288788071190000.0,,923957.0,0.23140000000000002 +2009-06-04,AXISBANK,EQ,717.0,720.0,740.0,698.0,737.8,734.85,718.28,4921815,353523663715000.0,,1257884.0,0.2556 +2009-06-05,AXISBANK,EQ,734.85,754.7,754.7,730.0,743.0,738.5,740.21,3840172,284254704445000.0,,1209164.0,0.3149 +2009-06-08,AXISBANK,EQ,738.5,740.0,744.0,691.0,692.0,698.2,714.91,2250126,160863725895000.0,,667272.0,0.2965 +2009-06-09,AXISBANK,EQ,698.2,700.0,733.85,662.15,729.9,726.05,711.22,2810991,199922607835000.0,,615618.0,0.219 +2009-06-10,AXISBANK,EQ,726.05,736.0,757.7,731.0,753.9,752.5,747.47,3495583,261284402390000.0,,988772.0,0.2829 +2009-06-11,AXISBANK,EQ,752.5,765.0,765.0,718.0,722.75,726.6,733.21,2502959,183519444555000.0,,731485.0,0.2922 +2009-06-12,AXISBANK,EQ,726.6,735.0,744.95,698.1,703.0,703.75,725.43,3255234,236142853375000.0,,1399276.0,0.4299 +2009-06-15,AXISBANK,EQ,703.75,695.0,736.6,688.0,722.25,718.4,720.21,3618787,260630064300000.0,,1214118.0,0.33549999999999996 +2009-06-16,AXISBANK,EQ,718.4,701.0,765.0,699.0,760.0,759.65,738.77,3356419,247963008900000.0,,950875.0,0.2833 +2009-06-17,AXISBANK,EQ,759.65,765.0,772.8,713.05,718.85,721.6,749.8,3157794,236771550905000.03,,719554.0,0.2279 +2009-06-18,AXISBANK,EQ,721.6,727.0,751.0,699.0,737.85,733.0,727.35,3995297,290596026650000.0,,543934.0,0.1361 +2009-06-19,AXISBANK,EQ,733.0,743.0,763.0,722.1,758.0,756.15,741.45,2662719,197427384840000.0,,368019.0,0.13820000000000002 +2009-06-22,AXISBANK,EQ,756.15,760.05,782.0,755.0,764.0,765.8,770.74,3361744,259103044310000.0,,760167.0,0.2261 +2009-06-23,AXISBANK,EQ,765.8,749.9,754.8,723.4,749.0,749.35,740.14,2454702,181681666165000.0,,466912.0,0.1902 +2009-06-24,AXISBANK,EQ,749.35,755.0,772.9,738.35,769.1,768.85,756.92,2073492,156947431480000.0,,303111.0,0.1462 +2009-06-25,AXISBANK,EQ,768.85,780.0,791.0,767.3,777.1,778.55,780.65,3150564,245949499930000.03,,897639.0,0.2849 +2009-06-26,AXISBANK,EQ,778.55,784.9,822.0,780.0,816.6,818.05,804.15,3000075,241251080155000.03,,693745.0,0.23120000000000002 +2009-06-29,AXISBANK,EQ,818.05,820.0,900.0,818.2,861.8,867.55,866.68,6521782,565228225885000.0,,1359656.0,0.20850000000000002 +2009-06-30,AXISBANK,EQ,867.55,872.0,888.0,824.05,827.9,832.25,854.97,5084110,434677379900000.0,,1109247.0,0.2182 +2009-07-01,AXISBANK,EQ,832.25,838.0,879.9,830.15,873.25,869.4,859.7,4307515,370317428190000.0,,685109.0,0.159 +2009-07-02,AXISBANK,EQ,869.4,875.0,882.9,836.6,847.2,853.7,854.63,2849103,243493943125000.0,,360380.0,0.1265 +2009-07-03,AXISBANK,EQ,853.7,847.1,876.0,837.4,873.2,873.35,865.76,2619210,226760386010000.0,,430012.0,0.1642 +2009-07-06,AXISBANK,EQ,873.35,880.1,885.0,781.6,795.05,794.4,828.91,3011859,249655753219999.97,,837739.0,0.2781 +2009-07-07,AXISBANK,EQ,794.4,798.0,826.0,795.0,815.5,816.75,812.15,3693980,300005965390000.0,,933166.0,0.25260000000000005 +2009-07-08,AXISBANK,EQ,816.75,801.2,816.0,771.55,784.05,786.5,791.27,3625169,286848722415000.0,,1120742.0,0.30920000000000003 +2009-07-09,AXISBANK,EQ,786.5,776.35,797.0,745.1,763.35,764.95,766.74,3763368,288552046575000.0,,981358.0,0.2608 +2009-07-10,AXISBANK,EQ,764.95,770.0,787.0,726.1,744.0,738.25,764.13,2998644,229134919494999.97,,637574.0,0.2126 +2009-07-13,AXISBANK,EQ,738.25,719.0,771.3,707.1,764.65,755.4,736.36,6939636,511003641645000.0,,752847.0,0.1085 +2009-07-14,AXISBANK,EQ,755.4,778.0,785.0,748.55,768.8,763.2,769.28,5447948,419097512095000.0,,1060062.0,0.19460000000000002 +2009-07-15,AXISBANK,EQ,763.2,772.0,799.7,761.0,797.2,788.7,776.54,4166519,323546310075000.0,,1091670.0,0.262 +2009-07-16,AXISBANK,EQ,788.7,808.35,820.0,784.0,800.05,798.65,797.64,2972234,237078393880000.03,,585756.0,0.19710000000000003 +2009-07-17,AXISBANK,EQ,798.65,807.0,857.5,802.0,854.05,851.1,836.45,3553744,297253906475000.0,,698402.0,0.19649999999999998 +2009-07-20,AXISBANK,EQ,851.1,918.8,918.8,816.65,886.5,886.35,876.11,2630380,230451111025000.0,,414562.0,0.1576 +2009-07-21,AXISBANK,EQ,886.35,896.9,896.9,860.05,889.0,884.4,878.47,2965450,260506325410000.0,,648112.0,0.2186 +2009-07-22,AXISBANK,EQ,884.4,918.7,918.7,852.05,865.0,860.7,882.35,2987110,263566264680000.03,,404735.0,0.1355 +2009-07-23,AXISBANK,EQ,860.7,875.0,897.7,871.0,895.0,893.95,886.73,2943393,261000265710000.0,,705570.0,0.2397 +2009-07-24,AXISBANK,EQ,893.95,893.95,906.9,880.0,892.25,893.95,893.89,2463152,220178768160000.0,,547131.0,0.22210000000000002 +2009-07-27,AXISBANK,EQ,893.95,900.0,949.3,880.1,939.0,938.35,928.92,3483223,323563394785000.0,,829729.0,0.2382 +2009-07-28,AXISBANK,EQ,938.35,941.0,974.4,915.3,941.75,956.6,941.51,3929112,369930340695000.0,,1010033.0,0.2571 +2009-07-29,AXISBANK,EQ,956.6,922.65,946.3,892.35,912.7,917.6,917.81,3140490,288237806970000.0,,624170.0,0.19870000000000002 +2009-07-30,AXISBANK,EQ,917.6,915.0,934.0,897.0,928.0,920.6,913.98,2419222,221112836119999.97,,635792.0,0.26280000000000003 +2009-07-31,AXISBANK,EQ,920.6,940.0,947.5,908.0,914.95,917.15,928.73,2309631,214502759025000.0,,540742.0,0.2341 +2009-08-03,AXISBANK,EQ,917.15,920.5,929.1,911.95,919.0,921.75,920.49,1799971,165685656100000.0,,388593.0,0.2159 +2009-08-04,AXISBANK,EQ,921.75,926.0,927.0,885.6,890.2,894.7,903.25,2384269,215358899915000.0,,525811.0,0.2205 +2009-08-05,AXISBANK,EQ,894.7,896.0,897.0,845.05,848.5,851.85,856.1,4668572,399676759830000.0,,1923133.0,0.4119 +2009-08-06,AXISBANK,EQ,851.85,852.0,869.25,838.0,848.0,845.6,859.4,4647346,399394218595000.0,,1705611.0,0.36700000000000005 +2009-08-07,AXISBANK,EQ,845.6,844.0,848.9,810.0,812.0,814.65,826.76,3439692,284378556135000.0,,1480426.0,0.4304 +2009-08-10,AXISBANK,EQ,814.65,824.0,849.7,796.9,835.0,843.3,830.64,6290501,522516629210000.06,,2088240.0,0.332 +2009-08-11,AXISBANK,EQ,843.3,843.0,877.0,838.0,871.15,869.9,858.46,5207964,447081213510000.06,,1789924.0,0.3437 +2009-08-12,AXISBANK,EQ,869.9,850.0,876.0,839.35,873.0,870.4,856.35,3104155,265824000969999.97,,739298.0,0.2382 +2009-08-13,AXISBANK,EQ,870.4,875.0,889.0,867.1,874.25,877.35,878.0,3101983,272354664210000.0,,1023128.0,0.3298 +2009-08-14,AXISBANK,EQ,877.35,880.0,880.0,855.1,870.0,870.1,869.08,1724582,149879195795000.0,,555485.0,0.3221 +2009-08-17,AXISBANK,EQ,870.1,852.0,864.0,824.1,832.9,828.05,841.12,2322296,195333951040000.0,,923364.0,0.3976 +2009-08-18,AXISBANK,EQ,828.05,825.0,844.0,818.4,828.9,831.1,832.95,2434754,202802412570000.0,,702970.0,0.2887 +2009-08-19,AXISBANK,EQ,831.1,835.0,837.0,808.55,824.1,820.9,820.07,2453892,201236383885000.0,,740706.0,0.3018 +2009-08-20,AXISBANK,EQ,820.9,826.5,849.0,819.65,846.0,845.35,837.7,2236495,187352130000000.0,,815980.0,0.36479999999999996 +2009-08-21,AXISBANK,EQ,845.35,844.8,886.7,833.25,879.65,882.45,862.41,3529873,304418921120000.0,,1140228.0,0.32299999999999995 +2009-08-24,AXISBANK,EQ,882.45,893.0,913.0,892.0,907.5,909.7,905.02,2365553,214088231590000.0,,781648.0,0.33039999999999997 +2009-08-25,AXISBANK,EQ,909.7,905.9,921.95,893.55,915.2,916.5,909.8,2413623,219590638510000.0,,571644.0,0.2368 +2009-08-26,AXISBANK,EQ,916.5,918.95,936.0,917.5,935.0,933.2,927.23,2233685,207114024255000.0,,737477.0,0.33020000000000005 +2009-08-27,AXISBANK,EQ,933.2,920.05,938.9,915.0,926.2,922.75,928.71,1926701,178934468260000.0,,616189.0,0.31980000000000003 +2009-08-28,AXISBANK,EQ,922.75,915.5,926.8,901.65,915.2,918.85,915.17,1435130,131338686020000.0,,225625.0,0.1572 +2009-08-31,AXISBANK,EQ,918.85,907.0,913.0,895.0,904.25,905.3,902.96,1468028,132557445305000.0,,448275.0,0.3054 +2009-09-01,AXISBANK,EQ,905.3,914.0,924.0,882.0,896.0,892.7,903.64,1634893,147734887515000.0,,378391.0,0.23140000000000002 +2009-09-02,AXISBANK,EQ,892.7,882.0,904.6,881.0,891.0,889.2,893.16,1184260,105773006180000.0,,236104.0,0.19940000000000002 +2009-09-03,AXISBANK,EQ,889.2,896.25,909.8,882.35,885.9,888.6,898.88,1267286,113913954565000.02,,262564.0,0.2072 +2009-09-04,AXISBANK,EQ,888.6,896.0,909.8,890.0,908.5,907.25,901.42,1106782,99767754565000.0,,199618.0,0.1804 +2009-09-07,AXISBANK,EQ,907.25,912.0,935.0,912.0,935.0,932.6,928.65,1827208,169683443260000.0,,917303.0,0.502 +2009-09-08,AXISBANK,EQ,932.6,940.0,944.7,901.2,906.0,905.25,918.57,2153427,197806501455000.0,,906714.0,0.42110000000000003 +2009-09-09,AXISBANK,EQ,905.25,905.25,921.5,902.8,915.6,915.35,911.53,1421502,129573646245000.0,,348922.0,0.24550000000000002 +2009-09-10,AXISBANK,EQ,915.35,916.65,932.5,902.05,904.0,909.3,914.38,1993240,182257840455000.0,,647907.0,0.3251 +2009-09-11,AXISBANK,EQ,909.3,911.0,918.45,890.35,903.05,902.9,902.67,1714606,154773055075000.0,,591704.0,0.34509999999999996 +2009-09-14,AXISBANK,EQ,902.9,901.0,908.5,890.05,896.0,895.65,898.11,1387168,124583133520000.0,,468994.0,0.3381 +2009-09-15,AXISBANK,EQ,895.65,900.0,916.0,899.1,907.1,909.65,909.2,1597080,145206321270000.0,,481540.0,0.3015 +2009-09-16,AXISBANK,EQ,909.65,918.0,920.8,904.55,907.6,907.65,910.75,1221629,111260353709999.98,,362117.0,0.2964 +2009-09-17,AXISBANK,EQ,907.65,918.0,927.4,909.0,910.75,911.85,918.16,1732900,159107601560000.0,,623324.0,0.3597 +2009-09-18,AXISBANK,EQ,911.85,914.9,924.05,894.0,920.1,913.85,911.0,3443387,313691831810000.0,,1954590.0,0.5676 +2009-09-22,AXISBANK,EQ,913.85,926.9,926.9,907.0,908.5,909.95,914.61,1157697,105884467915000.0,,643909.0,0.5562 +2009-09-23,AXISBANK,EQ,909.95,914.8,930.0,913.0,920.0,920.0,922.28,3352380,309183447770000.0,,1862698.0,0.5556 +2009-09-24,AXISBANK,EQ,920.0,915.0,925.15,904.05,920.0,919.75,916.7,1701913,156015034635000.0,,752893.0,0.4424 +2009-09-25,AXISBANK,EQ,919.75,915.0,927.4,910.1,912.4,914.8,920.23,1419399,130617693565000.02,,682733.0,0.48100000000000004 +2009-09-29,AXISBANK,EQ,914.8,920.0,929.7,916.0,928.0,926.3,922.98,2001189,184706143145000.0,,1376376.0,0.6878000000000001 +2009-09-30,AXISBANK,EQ,926.3,935.0,996.4,929.0,977.35,985.15,963.47,9047510,871703138760000.0,,5361205.0,0.5926 +2009-10-01,AXISBANK,EQ,985.15,979.95,1017.9,975.15,1007.65,1009.3,1006.75,4823998,485655702425000.0,,2218285.0,0.4598 +2009-10-05,AXISBANK,EQ,1009.3,1000.0,1007.0,963.35,971.0,969.1,978.69,2703356,264574343780000.03,,1376419.0,0.5092 +2009-10-06,AXISBANK,EQ,969.1,975.0,1004.0,957.95,998.45,998.85,983.78,2420947,238167943865000.0,,816043.0,0.3371 +2009-10-07,AXISBANK,EQ,998.85,1010.0,1013.05,975.15,981.15,980.65,996.77,2439662,243178189965000.0,,1163150.0,0.4768 +2009-10-08,AXISBANK,EQ,980.65,987.9,1024.0,975.5,1008.0,1009.85,1006.54,3410048,343233312605000.0,,1525613.0,0.4474 +2009-10-09,AXISBANK,EQ,1009.85,1020.0,1028.0,982.5,998.0,996.45,1004.3,2947124,295979431745000.0,,1248789.0,0.42369999999999997 +2009-10-12,AXISBANK,EQ,996.45,1003.7,1022.4,996.7,1012.5,1013.45,1010.85,2524307,255170283130000.03,,1003882.0,0.39770000000000005 +2009-10-14,AXISBANK,EQ,1013.45,1030.0,1042.0,1002.5,1034.95,1032.4,1029.55,2295984,236382266380000.03,,1080478.0,0.4706 +2009-10-15,AXISBANK,EQ,1032.4,1041.6,1041.6,998.0,1009.1,1006.0,1009.93,2099956,212079956140000.0,,627518.0,0.2988 +2009-10-16,AXISBANK,EQ,1006.0,1012.0,1020.9,995.0,1006.1,1006.5,1006.54,2846080,286469256230000.0,,1458047.0,0.5123 +2009-10-17,AXISBANK,EQ,1006.5,1016.0,1019.8,1005.1,1008.95,1011.15,1013.33,263363,26687486600000.0,,73108.0,0.2776 +2009-10-20,AXISBANK,EQ,1011.15,1020.0,1026.65,987.7,995.0,994.3,1005.68,1814083,182439018325000.0,,715300.0,0.3943 +2009-10-21,AXISBANK,EQ,994.3,988.0,999.0,972.85,975.45,977.05,982.1,1748723,171741819660000.0,,868131.0,0.4964 +2009-10-22,AXISBANK,EQ,977.05,973.0,986.9,960.0,967.95,966.15,972.8,1319687,128379483605000.0,,451788.0,0.3423 +2009-10-23,AXISBANK,EQ,966.15,1000.0,1000.0,972.45,995.15,994.05,990.81,1660805,164554538100000.0,,672647.0,0.405 +2009-10-26,AXISBANK,EQ,994.05,998.0,998.0,963.85,968.0,967.9,979.37,892198,87378875350000.0,,208916.0,0.23420000000000002 +2009-10-27,AXISBANK,EQ,967.9,955.0,987.3,925.0,940.0,952.3,951.8,3606870,343302748450000.0,,1425665.0,0.39530000000000004 +2009-10-28,AXISBANK,EQ,952.3,948.35,965.0,924.0,931.0,928.1,943.17,3041770,286892126165000.0,,1170579.0,0.3848 +2009-10-29,AXISBANK,EQ,928.1,925.0,934.9,899.95,924.0,907.65,911.94,3527058,321647609705000.0,,2027901.0,0.5750000000000001 +2009-10-30,AXISBANK,EQ,907.65,925.0,956.8,901.0,904.65,907.4,929.65,2180396,202700768345000.0,,742223.0,0.3404 +2009-11-03,AXISBANK,EQ,907.4,907.0,919.95,887.6,891.8,894.0,903.61,2328666,210421499585000.0,,781935.0,0.3358 +2009-11-04,AXISBANK,EQ,894.0,901.2,928.0,895.1,926.65,924.1,910.67,1892153,172312011770000.0,,574492.0,0.3036 +2009-11-05,AXISBANK,EQ,924.1,925.0,934.9,890.25,917.0,916.1,908.35,2208008,200564378250000.0,,575776.0,0.2608 +2009-11-06,AXISBANK,EQ,916.1,921.0,948.7,921.0,938.15,937.9,937.12,1886150,176754954860000.0,,684184.0,0.3627 +2009-11-09,AXISBANK,EQ,937.9,915.5,1005.0,915.5,998.75,998.0,979.55,3972105,389088896870000.0,,1392773.0,0.3506 +2009-11-10,AXISBANK,EQ,998.0,1024.0,1028.0,988.8,997.05,996.4,1004.97,2410118,242210391150000.0,,920433.0,0.38189999999999996 +2009-11-11,AXISBANK,EQ,996.4,992.4,1010.0,985.0,1005.0,1005.2,1002.78,1613098,161757873620000.0,,697250.0,0.4322 +2009-11-12,AXISBANK,EQ,1005.2,1007.0,1008.95,972.0,983.0,980.1,987.38,2818891,278330523860000.0,,1413741.0,0.5015 +2009-11-13,AXISBANK,EQ,980.1,979.2,1002.0,970.55,996.6,996.1,989.97,2445241,242072161410000.0,,936592.0,0.383 +2009-11-16,AXISBANK,EQ,996.1,1001.0,1011.9,995.5,1001.6,1001.25,1004.09,1766271,177349448225000.0,,915276.0,0.5182 +2009-11-17,AXISBANK,EQ,1001.25,1025.0,1025.0,985.0,1000.0,1002.2,993.79,1316582,130840212775000.0,,397761.0,0.30210000000000004 +2009-11-18,AXISBANK,EQ,1002.2,995.0,1005.0,993.75,1002.0,999.15,999.79,1017601,101738520870000.0,,397177.0,0.39030000000000004 +2009-11-19,AXISBANK,EQ,999.15,994.0,1005.0,978.0,990.0,986.55,993.45,1170092,116242248905000.0,,363631.0,0.31079999999999997 +2009-11-20,AXISBANK,EQ,986.55,981.0,999.0,955.1,993.9,992.05,978.22,1850679,181037339860000.0,,567879.0,0.3068 +2009-11-23,AXISBANK,EQ,992.05,990.0,1007.5,990.0,996.5,999.4,1002.07,1103670,110595369600000.0,,309724.0,0.2806 +2009-11-24,AXISBANK,EQ,999.4,1008.0,1008.0,981.05,998.3,1000.1,995.72,1194076,118896114434999.98,,353356.0,0.2959 +2009-11-25,AXISBANK,EQ,1000.1,1000.0,1022.0,996.55,1017.25,1016.65,1013.4,2390116,242213637805000.03,,1147191.0,0.48 +2009-11-26,AXISBANK,EQ,1016.65,1017.0,1037.95,992.05,998.1,997.35,1018.84,2711776,276286308835000.0,,884903.0,0.32630000000000003 +2009-11-27,AXISBANK,EQ,997.35,980.0,990.0,937.0,963.2,971.2,960.68,1831950,175992056920000.0,,510635.0,0.2787 +2009-11-30,AXISBANK,EQ,971.2,985.0,1011.05,984.0,999.0,999.4,999.84,1468304,146807483085000.0,,464998.0,0.31670000000000004 +2009-12-01,AXISBANK,EQ,999.4,1010.0,1040.0,1005.5,1038.8,1036.85,1026.73,1674234,171898887370000.0,,531207.0,0.3173 +2009-12-02,AXISBANK,EQ,1036.85,1041.0,1052.8,1032.45,1046.1,1047.45,1044.72,1613711,168587424705000.0,,599999.0,0.3718 +2009-12-03,AXISBANK,EQ,1047.45,1054.5,1064.0,1037.0,1050.5,1049.6,1052.86,1128898,118857221255000.0,,254141.0,0.22510000000000002 +2009-12-04,AXISBANK,EQ,1049.6,1035.0,1044.8,1020.0,1030.1,1027.05,1031.57,1003950,103564826895000.0,,224247.0,0.22340000000000002 +2009-12-07,AXISBANK,EQ,1027.05,1030.0,1036.9,1003.3,1008.3,1009.05,1016.27,962491,97814713945000.0,,341096.0,0.3544 +2009-12-08,AXISBANK,EQ,1009.05,1009.0,1047.4,1000.0,1037.1,1039.7,1027.87,1764977,181417299810000.0,,679366.0,0.3849 +2009-12-09,AXISBANK,EQ,1039.7,1015.0,1032.45,1009.9,1016.3,1015.85,1019.55,1053088,107367829135000.0,,359301.0,0.3412 +2009-12-10,AXISBANK,EQ,1015.85,1014.9,1030.0,1001.6,1021.95,1021.35,1017.56,1370556,139462199300000.0,,440222.0,0.3212 +2009-12-11,AXISBANK,EQ,1021.35,1026.0,1033.15,997.85,1003.2,1003.75,1011.28,1159922,117301146680000.0,,301777.0,0.2602 +2009-12-14,AXISBANK,EQ,1003.75,1003.0,1013.0,989.5,994.05,994.65,1001.53,1108154,110984934055000.0,,409167.0,0.36920000000000003 +2009-12-15,AXISBANK,EQ,994.65,989.5,1001.1,954.0,957.0,959.7,976.76,1935976,189098129955000.0,,880417.0,0.4548 +2009-12-16,AXISBANK,EQ,959.7,957.0,957.0,931.9,937.0,937.25,944.69,2996210,283048734600000.0,,1480488.0,0.4941 +2009-12-17,AXISBANK,EQ,937.25,932.1,949.0,915.8,940.8,941.75,931.28,3004119,279767465455000.03,,1092100.0,0.36350000000000005 +2009-12-18,AXISBANK,EQ,941.75,940.0,953.5,928.55,935.8,934.3,941.72,1531195,144195099540000.0,,378776.0,0.24739999999999998 +2009-12-21,AXISBANK,EQ,934.3,939.0,960.0,926.0,953.6,954.3,946.12,1712535,162026120390000.0,,528746.0,0.3088 +2009-12-22,AXISBANK,EQ,954.3,955.0,973.45,955.0,971.0,970.2,968.89,1649671,159834600745000.0,,690966.0,0.4189 +2009-12-23,AXISBANK,EQ,970.2,971.0,985.0,966.8,982.0,982.4,977.8,1321535,129219635415000.02,,324740.0,0.2457 +2009-12-24,AXISBANK,EQ,982.4,984.0,991.85,975.2,988.0,987.35,985.77,1024785,101019737940000.0,,224733.0,0.2193 +2009-12-29,AXISBANK,EQ,987.35,991.85,997.85,982.25,985.3,984.75,989.95,710957,70380985565000.0,,239601.0,0.337 +2009-12-30,AXISBANK,EQ,984.75,984.75,987.0,970.1,979.0,981.4,977.92,1011654,98931471300000.0,,328416.0,0.3246 +2009-12-31,AXISBANK,EQ,981.4,985.0,993.5,978.1,988.2,989.2,988.16,1247008,123224831915000.02,,571696.0,0.4585 +2010-01-04,AXISBANK,EQ,989.2,993.9,999.95,988.1,990.0,992.1,993.67,874302,86876692070000.0,,414198.0,0.4737 +2010-01-05,AXISBANK,EQ,992.1,998.0,1020.0,995.7,1014.15,1012.8,1011.96,1525876,154412967605000.0,,726854.0,0.4764 +2010-01-06,AXISBANK,EQ,1012.8,1020.0,1028.7,992.55,993.0,995.8,1002.48,1190717,119367513400000.0,,526372.0,0.4421 +2010-01-07,AXISBANK,EQ,995.8,996.45,1006.0,989.1,1005.0,1002.85,999.45,992905,99235413125000.0,,386268.0,0.389 +2010-01-08,AXISBANK,EQ,1002.85,1003.0,1019.9,996.35,1013.6,1015.95,1010.65,1586285,160317764245000.0,,729831.0,0.4601 +2010-01-11,AXISBANK,EQ,1015.95,1019.0,1053.0,1015.1,1047.0,1049.4,1038.98,2019301,209802309625000.0,,1070249.0,0.53 +2010-01-12,AXISBANK,EQ,1049.4,1048.0,1075.0,1031.0,1049.0,1049.3,1052.89,2870381,302219103290000.0,,1299778.0,0.45280000000000004 +2010-01-13,AXISBANK,EQ,1049.3,1041.5,1048.85,1026.55,1032.4,1040.3,1036.33,2100740,217705617940000.0,,1044725.0,0.49729999999999996 +2010-01-14,AXISBANK,EQ,1040.3,1044.8,1079.0,1041.9,1066.5,1066.1,1066.15,2149282,229145950785000.0,,975218.0,0.4537 +2010-01-15,AXISBANK,EQ,1066.1,1080.0,1093.4,1065.2,1076.25,1077.8,1078.77,3272539,353033134750000.0,,1454444.0,0.44439999999999996 +2010-01-18,AXISBANK,EQ,1077.8,1070.0,1113.0,1060.7,1113.0,1107.65,1094.98,2006720,219731462394999.97,,627851.0,0.3129 +2010-01-19,AXISBANK,EQ,1107.65,1177.7,1177.7,1093.1,1107.2,1105.75,1103.19,1613897,178043752415000.0,,797943.0,0.4944 +2010-01-20,AXISBANK,EQ,1105.75,1107.0,1118.85,1080.2,1085.0,1083.75,1091.64,1316969,143766086835000.0,,521778.0,0.3962 +2010-01-21,AXISBANK,EQ,1083.75,1085.0,1091.0,1050.0,1060.0,1061.25,1062.76,1462619,155441114695000.0,,701515.0,0.4796 +2010-01-22,AXISBANK,EQ,1061.25,1045.0,1057.9,1025.0,1026.95,1031.65,1038.94,1455147,151181408505000.0,,586506.0,0.4031 +2010-01-25,AXISBANK,EQ,1031.65,1026.0,1029.65,1005.15,1014.95,1018.7,1015.65,1048612,106501815495000.0,,449796.0,0.4289 +2010-01-27,AXISBANK,EQ,1018.7,1003.1,1009.65,965.15,973.05,972.75,981.91,2425515,238162531915000.0,,1309102.0,0.5397 +2010-01-28,AXISBANK,EQ,972.75,978.0,1030.0,978.0,1017.75,1018.8,1004.76,2869552,288319838800000.0,,1540110.0,0.5367000000000001 +2010-01-29,AXISBANK,EQ,1018.8,1009.95,1045.0,988.2,1023.6,1025.7,1017.56,3078497,313257008730000.0,,1228357.0,0.399 +2010-02-01,AXISBANK,EQ,1025.7,1026.0,1072.0,1005.0,1064.0,1062.55,1045.24,2136090,223272993044999.97,,965821.0,0.4521 +2010-02-02,AXISBANK,EQ,1062.55,1065.2,1082.0,1030.25,1030.25,1037.3,1046.88,1776677,185996358335000.0,,659070.0,0.371 +2010-02-03,AXISBANK,EQ,1037.3,1045.55,1077.0,1024.05,1061.0,1071.0,1061.68,2652143,281571922755000.0,,1169469.0,0.441 +2010-02-04,AXISBANK,EQ,1071.0,1059.9,1068.95,1045.0,1048.2,1048.45,1057.67,1317167,139313355840000.02,,446566.0,0.33899999999999997 +2010-02-05,AXISBANK,EQ,1048.45,1033.7,1038.0,995.1,1037.0,1025.7,1012.45,2442482,247288443425000.0,,922901.0,0.3779 +2010-02-06,AXISBANK,EQ,1025.7,1030.0,1037.65,1026.1,1032.3,1030.75,1030.52,139372,14362563905000.002,,19528.0,0.1401 +2010-02-08,AXISBANK,EQ,1030.75,1025.0,1041.7,1001.0,1019.0,1022.7,1022.84,1485293,151921955400000.0,,454055.0,0.3057 +2010-02-09,AXISBANK,EQ,1022.7,1025.0,1057.0,1013.2,1033.15,1038.55,1038.51,1845165,191622046465000.0,,484700.0,0.2627 +2010-02-10,AXISBANK,EQ,1038.55,1044.0,1045.5,1020.1,1021.55,1024.65,1032.85,1657271,171170841660000.0,,676876.0,0.40840000000000004 +2010-02-11,AXISBANK,EQ,1024.65,1030.0,1044.9,1028.4,1032.5,1033.2,1036.86,815759,84582567980000.0,,236418.0,0.2898 +2010-02-15,AXISBANK,EQ,1033.2,1033.0,1044.5,1010.0,1031.0,1028.85,1031.47,909866,93849966225000.0,,321356.0,0.3532 +2010-02-16,AXISBANK,EQ,1028.85,1032.0,1041.7,1018.35,1026.6,1026.15,1024.62,1327251,135993418630000.0,,758832.0,0.5717 +2010-02-17,AXISBANK,EQ,1026.15,1034.0,1073.85,1032.0,1066.0,1067.3,1058.49,2273282,240624576400000.0,,1042562.0,0.4586 +2010-02-18,AXISBANK,EQ,1067.3,1067.0,1116.3,1065.55,1091.0,1098.5,1095.78,4971386,544753566864999.94,,2669343.0,0.5369 +2010-02-19,AXISBANK,EQ,1098.5,1072.0,1102.25,1071.0,1100.0,1094.5,1087.41,2771256,301348798665000.0,,1263378.0,0.4559 +2010-02-22,AXISBANK,EQ,1094.5,1103.5,1115.0,1081.25,1108.5,1107.45,1105.73,1743098,192739459800000.0,,726445.0,0.4168 +2010-02-23,AXISBANK,EQ,1107.45,1100.0,1129.8,1088.7,1099.6,1098.15,1116.92,2249941,251300847615000.0,,888459.0,0.39490000000000003 +2010-02-24,AXISBANK,EQ,1098.15,1095.0,1110.95,1065.05,1096.0,1093.8,1089.84,1720318,187487472450000.0,,527404.0,0.3066 +2010-02-25,AXISBANK,EQ,1093.8,1096.1,1102.95,1081.55,1098.0,1096.25,1093.64,1547763,169270189320000.0,,402772.0,0.2602 +2010-02-26,AXISBANK,EQ,1096.25,1104.0,1137.0,1085.0,1123.05,1124.5,1118.48,1623356,181569076695000.0,,649673.0,0.40020000000000006 +2010-03-02,AXISBANK,EQ,1124.5,1131.0,1175.0,1130.0,1155.0,1155.0,1158.78,2992706,346789291885000.0,,1800744.0,0.6017 +2010-03-03,AXISBANK,EQ,1155.0,1164.0,1174.95,1140.8,1149.0,1148.9,1157.01,2273136,263004040690000.0,,1236751.0,0.5441 +2010-03-04,AXISBANK,EQ,1148.9,1150.0,1152.45,1112.5,1123.0,1121.65,1124.96,2223723,250160304215000.0,,1192186.0,0.5361 +2010-03-05,AXISBANK,EQ,1121.65,1125.0,1139.5,1100.4,1101.4,1103.35,1113.69,2632950,293228209780000.0,,1403739.0,0.5331 +2010-03-08,AXISBANK,EQ,1103.35,1144.25,1144.25,1107.1,1128.0,1129.3,1119.02,3179385,355780337875000.0,,2004279.0,0.6304 +2010-03-09,AXISBANK,EQ,1129.3,1045.0,1133.4,1045.0,1115.0,1117.65,1117.08,904991,101094598760000.0,,272911.0,0.30160000000000003 +2010-03-10,AXISBANK,EQ,1117.65,1117.65,1135.0,1117.0,1132.9,1131.5,1128.51,1239377,139865115455000.0,,440736.0,0.3556 +2010-03-11,AXISBANK,EQ,1131.5,1127.4,1154.9,1127.4,1153.0,1151.35,1146.44,1809188,207413409770000.0,,905872.0,0.5007 +2010-03-12,AXISBANK,EQ,1151.35,1151.0,1161.6,1141.55,1152.0,1151.05,1153.65,1948477,224785582465000.0,,1055702.0,0.5418000000000001 +2010-03-15,AXISBANK,EQ,1151.05,1128.6,1154.3,1128.6,1146.0,1142.7,1142.22,901565,102978654990000.0,,307843.0,0.34149999999999997 +2010-03-16,AXISBANK,EQ,1142.7,1139.0,1148.9,1132.5,1145.15,1144.9,1140.86,1345188,153467513620000.0,,795486.0,0.5914 +2010-03-17,AXISBANK,EQ,1144.9,1155.0,1157.45,1139.05,1148.25,1149.2,1148.39,2425033,278487390219999.97,,1574993.0,0.6495000000000001 +2010-03-18,AXISBANK,EQ,1149.2,1145.3,1172.0,1144.1,1163.75,1163.8,1164.68,1537854,179110194610000.0,,696125.0,0.45270000000000005 +2010-03-19,AXISBANK,EQ,1163.8,1172.0,1172.0,1151.55,1153.5,1156.0,1156.26,1226644,141832219165000.0,,769983.0,0.6277 +2010-03-22,AXISBANK,EQ,1156.0,1100.0,1152.35,1100.0,1151.9,1146.5,1140.61,1098538,125300022195000.0,,424885.0,0.38680000000000003 +2010-03-23,AXISBANK,EQ,1146.5,1153.5,1171.9,1152.0,1163.0,1161.95,1162.58,1252603,145624974890000.0,,556525.0,0.44430000000000003 +2010-03-25,AXISBANK,EQ,1161.95,1152.1,1165.2,1146.8,1154.3,1154.8,1156.3,1513156,174966866365000.0,,936172.0,0.6187 +2010-03-26,AXISBANK,EQ,1154.8,1155.1,1197.95,1151.5,1186.35,1193.25,1175.27,1805457,212189480405000.0,,889259.0,0.4925 +2010-03-29,AXISBANK,EQ,1193.25,1197.0,1215.0,1185.0,1199.15,1198.95,1204.43,1205706,145219311545000.0,,471298.0,0.3909 +2010-03-30,AXISBANK,EQ,1198.95,1198.95,1212.0,1169.65,1174.0,1173.1,1187.24,1066027,126562492620000.0,,418634.0,0.39270000000000005 +2010-03-31,AXISBANK,EQ,1173.1,1172.0,1184.7,1161.9,1171.5,1168.25,1169.72,707646,82774828705000.0,,247338.0,0.34950000000000003 +2010-04-01,AXISBANK,EQ,1168.25,1168.0,1184.2,1168.0,1172.0,1173.55,1174.96,763263,89680596640000.0,,333288.0,0.43670000000000003 +2010-04-05,AXISBANK,EQ,1173.55,1177.2,1183.0,1158.0,1175.0,1177.1,1173.59,839008,98465527315000.0,,238779.0,0.2846 +2010-04-06,AXISBANK,EQ,1177.1,1180.0,1183.9,1166.0,1174.1,1174.55,1174.67,860496,101080159430000.0,,367674.0,0.42729999999999996 +2010-04-07,AXISBANK,EQ,1174.55,1182.0,1193.15,1148.3,1162.0,1164.3,1163.07,3690875,429276394355000.0,,2363245.0,0.6403 +2010-04-08,AXISBANK,EQ,1164.3,1156.95,1165.5,1150.0,1151.5,1156.75,1157.58,1348153,156059010475000.0,,774423.0,0.5744 +2010-04-09,AXISBANK,EQ,1156.75,1160.0,1199.85,1157.5,1185.0,1183.45,1179.0,2559419,301755491605000.0,,1679313.0,0.6561 +2010-04-12,AXISBANK,EQ,1183.45,1181.3,1188.4,1165.15,1177.0,1176.9,1178.11,1434505,169000957265000.0,,923584.0,0.6437999999999999 +2010-04-13,AXISBANK,EQ,1176.9,1180.0,1180.0,1153.05,1158.0,1157.6,1161.43,965174,112098283250000.0,,503154.0,0.5213 +2010-04-15,AXISBANK,EQ,1157.6,1165.0,1172.95,1142.0,1150.35,1148.3,1155.2,1430556,165257878115000.0,,774939.0,0.5417000000000001 +2010-04-16,AXISBANK,EQ,1148.3,1146.15,1159.7,1131.4,1140.95,1148.4,1149.14,1124542,129226061595000.0,,361273.0,0.32130000000000003 +2010-04-19,AXISBANK,EQ,1148.4,1140.0,1164.0,1128.2,1161.8,1159.3,1150.46,1225933,141038688455000.0,,579636.0,0.4728 +2010-04-20,AXISBANK,EQ,1159.3,1160.0,1195.0,1160.0,1194.5,1187.0,1178.65,1799670,212119004310000.0,,466670.0,0.2593 +2010-04-21,AXISBANK,EQ,1187.0,1195.0,1252.0,1195.0,1239.9,1237.4,1237.13,5209435,644475132015000.0,,2741318.0,0.5262 +2010-04-22,AXISBANK,EQ,1237.4,1221.2,1242.0,1221.1,1225.7,1224.95,1228.99,2760682,339284433775000.0,,1599062.0,0.5792 +2010-04-23,AXISBANK,EQ,1224.95,1224.5,1240.0,1221.6,1238.5,1235.9,1232.64,1144011,141015301065000.0,,436188.0,0.38130000000000003 +2010-04-26,AXISBANK,EQ,1235.9,1240.0,1287.0,1237.95,1277.1,1279.6,1274.4,3365369,428883879990000.0,,1916323.0,0.5694 +2010-04-27,AXISBANK,EQ,1279.6,1273.0,1285.0,1257.2,1282.0,1276.55,1277.38,1426990,182280773115000.0,,599116.0,0.41979999999999995 +2010-04-28,AXISBANK,EQ,1276.55,1265.0,1269.95,1246.25,1253.3,1254.1,1260.08,1220141,153747645655000.0,,649827.0,0.5326 +2010-04-29,AXISBANK,EQ,1254.1,1258.85,1284.9,1258.85,1268.45,1274.1,1275.02,2642086,336872411420000.0,,1765139.0,0.6681 +2010-04-30,AXISBANK,EQ,1274.1,1286.0,1286.0,1263.1,1266.55,1270.0,1272.41,1112086,141503289485000.0,,505491.0,0.4545 +2010-05-03,AXISBANK,EQ,1270.0,1268.0,1282.95,1252.0,1261.45,1260.5,1260.36,467664,58942383695000.01,,123024.0,0.2631 +2010-05-04,AXISBANK,EQ,1260.5,1262.1,1290.9,1244.25,1252.6,1249.45,1273.28,1667415,212308608135000.0,,628238.0,0.3768 +2010-05-05,AXISBANK,EQ,1249.45,1216.6,1251.6,1216.4,1248.8,1241.3,1238.27,1345301,166584428585000.0,,421615.0,0.3134 +2010-05-06,AXISBANK,EQ,1241.3,1224.0,1252.8,1220.0,1235.0,1233.95,1233.81,842449,103942256805000.0,,230707.0,0.27390000000000003 +2010-05-07,AXISBANK,EQ,1233.95,1205.2,1220.0,1182.2,1190.95,1191.15,1195.42,1811023,216494077475000.0,,939939.0,0.519 +2010-05-10,AXISBANK,EQ,1191.15,1202.0,1258.9,1202.0,1258.9,1249.45,1237.02,1598755,197769485060000.0,,932166.0,0.5831000000000001 +2010-05-11,AXISBANK,EQ,1249.45,1249.0,1278.9,1244.25,1259.0,1259.35,1266.02,1815840,229888599330000.03,,1062420.0,0.5851 +2010-05-12,AXISBANK,EQ,1259.35,1231.3,1298.0,1231.3,1288.0,1289.9,1279.3,1813674,232023006140000.0,,905075.0,0.499 +2010-05-13,AXISBANK,EQ,1289.9,1295.0,1320.0,1293.0,1311.0,1311.55,1312.29,1994635,261754011860000.0,,1131437.0,0.5672 +2010-05-14,AXISBANK,EQ,1311.55,1308.0,1312.8,1280.0,1289.0,1295.75,1293.8,3799625,491594043470000.0,,2492421.0,0.6559999999999999 +2010-05-17,AXISBANK,EQ,1295.75,1270.0,1277.1,1230.5,1267.0,1262.2,1249.12,3377258,421858646045000.0,,2135757.0,0.6324000000000001 +2010-05-18,AXISBANK,EQ,1262.2,1262.2,1269.7,1246.3,1255.0,1254.7,1255.96,3319599,416926948425000.0,,2084153.0,0.6278 +2010-05-19,AXISBANK,EQ,1254.7,1243.0,1244.0,1193.35,1206.95,1205.05,1219.36,2397393,292327626540000.0,,1284988.0,0.536 +2010-05-20,AXISBANK,EQ,1205.05,1206.0,1228.0,1182.25,1208.3,1207.95,1204.72,2308754,278140237890000.0,,1013894.0,0.43920000000000003 +2010-05-21,AXISBANK,EQ,1207.95,1180.75,1223.0,1172.95,1220.1,1215.65,1198.59,1764687,211514158775000.0,,667127.0,0.378 +2010-05-24,AXISBANK,EQ,1215.65,1215.65,1240.0,1190.3,1193.95,1198.35,1218.46,1017191,123940417030000.0,,337854.0,0.3321 +2010-05-25,AXISBANK,EQ,1198.35,1187.8,1189.0,1155.0,1165.0,1163.9,1168.75,1544617,180527048965000.0,,676739.0,0.43810000000000004 +2010-05-26,AXISBANK,EQ,1163.9,1170.0,1192.0,1150.05,1158.1,1156.9,1166.59,2861383,333805989285000.0,,1650465.0,0.5768 +2010-05-27,AXISBANK,EQ,1156.9,1157.0,1222.0,1147.15,1210.0,1215.8,1188.86,2701512,321173148885000.0,,1003366.0,0.3714 +2010-05-28,AXISBANK,EQ,1215.8,1225.0,1238.0,1205.8,1224.0,1225.35,1221.69,1549420,189291799210000.0,,551203.0,0.3557 +2010-05-31,AXISBANK,EQ,1225.35,1215.8,1238.0,1210.1,1235.7,1232.35,1222.6,932554,114013712840000.02,,237827.0,0.255 +2010-06-01,AXISBANK,EQ,1232.35,1235.0,1238.0,1177.0,1180.05,1181.7,1197.29,1786082,213845404410000.0,,658757.0,0.3688 +2010-06-02,AXISBANK,EQ,1181.7,1195.0,1206.95,1168.5,1198.0,1201.15,1189.87,1307410,155564994855000.0,,356307.0,0.2725 +2010-06-03,AXISBANK,EQ,1201.15,1211.0,1248.0,1211.0,1246.0,1242.3,1231.63,1482919,182640434320000.0,,574221.0,0.3872 +2010-06-04,AXISBANK,EQ,1242.3,1240.0,1258.0,1240.0,1245.0,1245.45,1249.72,1454459,181767075850000.0,,634259.0,0.4361 +2010-06-07,AXISBANK,EQ,1245.45,1218.6,1225.0,1196.0,1216.5,1214.8,1209.27,1424594,172272511430000.0,,491564.0,0.34509999999999996 +2010-06-08,AXISBANK,EQ,1214.8,1214.4,1242.6,1214.4,1230.6,1226.2,1229.32,1681502,206710420440000.0,,739366.0,0.4397 +2010-06-09,AXISBANK,EQ,1226.2,1224.9,1253.9,1224.9,1236.7,1239.65,1242.25,1562542,194106246315000.0,,669236.0,0.4283 +2010-06-10,AXISBANK,EQ,1239.65,1239.65,1250.0,1220.25,1248.1,1248.0,1233.89,1363598,168252891220000.0,,444767.0,0.3262 +2010-06-11,AXISBANK,EQ,1248.0,1252.0,1260.15,1238.25,1240.35,1245.8,1246.02,1405607,175140856865000.0,,743176.0,0.5287 +2010-06-14,AXISBANK,EQ,1245.8,1251.0,1262.0,1240.25,1252.2,1256.5,1252.01,613978,76870632035000.0,,144635.0,0.2356 +2010-06-15,AXISBANK,EQ,1256.5,1244.1,1256.5,1230.2,1242.0,1245.25,1242.14,661876,82214510390000.0,,137226.0,0.2073 +2010-06-16,AXISBANK,EQ,1245.25,1250.0,1250.0,1215.1,1219.9,1220.6,1224.76,1357457,166256246055000.0,,624913.0,0.4604 +2010-06-17,AXISBANK,EQ,1220.6,1220.0,1223.0,1191.95,1216.55,1215.0,1207.35,2225281,268668886855000.03,,1024099.0,0.46020000000000005 +2010-06-18,AXISBANK,EQ,1215.0,1215.0,1227.75,1202.3,1212.05,1211.5,1215.17,2554189,310378146300000.0,,1576244.0,0.6171 +2010-06-21,AXISBANK,EQ,1211.5,1220.0,1252.1,1220.0,1247.0,1247.3,1243.16,1405672,174747907925000.0,,671710.0,0.4779 +2010-06-22,AXISBANK,EQ,1247.3,1240.1,1257.9,1231.25,1236.9,1235.65,1245.03,969098,120656014934999.98,,394213.0,0.4068 +2010-06-23,AXISBANK,EQ,1235.65,1225.3,1256.5,1225.3,1253.2,1249.4,1244.68,1076305,133965465865000.02,,451049.0,0.4191 +2010-06-24,AXISBANK,EQ,1249.4,1240.3,1268.5,1240.3,1267.0,1263.2,1259.27,1841464,231890378255000.03,,1039367.0,0.5644 +2010-06-25,AXISBANK,EQ,1263.2,1261.0,1277.65,1237.4,1251.15,1249.1,1258.37,1307561,164539473025000.0,,510368.0,0.39030000000000004 +2010-06-28,AXISBANK,EQ,1249.1,1251.0,1266.3,1242.0,1260.0,1261.95,1254.32,796613,99920392540000.0,,271544.0,0.34090000000000004 +2010-06-29,AXISBANK,EQ,1261.95,1255.1,1259.1,1234.0,1242.1,1240.65,1246.8,1079879,134639080405000.0,,467256.0,0.43270000000000003 +2010-06-30,AXISBANK,EQ,1240.65,1225.0,1245.95,1222.1,1239.1,1242.4,1236.29,1430782,176886458990000.0,,707328.0,0.4944 +2010-07-01,AXISBANK,EQ,1242.4,1242.0,1242.0,1215.05,1234.25,1233.65,1227.01,1167934,143307212325000.0,,578510.0,0.4953 +2010-07-02,AXISBANK,EQ,1233.65,1235.0,1248.0,1232.1,1232.2,1237.2,1241.23,485624,60277306390000.0,,119612.0,0.2463 +2010-07-05,AXISBANK,EQ,1237.2,1236.1,1245.0,1225.45,1236.0,1235.95,1238.15,419595,51952094670000.0,,131536.0,0.3135 +2010-07-06,AXISBANK,EQ,1235.95,1240.0,1258.9,1236.0,1251.95,1253.3,1252.19,877356,109861259250000.0,,357450.0,0.40740000000000004 +2010-07-07,AXISBANK,EQ,1253.3,1262.0,1262.0,1229.6,1236.25,1237.05,1242.04,864282,107347060775000.0,,342527.0,0.39630000000000004 +2010-07-08,AXISBANK,EQ,1237.05,1260.0,1260.35,1238.8,1238.8,1241.55,1249.0,918276,114692988375000.0,,429120.0,0.4673 +2010-07-09,AXISBANK,EQ,1241.55,1249.55,1277.85,1248.95,1274.0,1273.1,1267.28,1096803,138995687634999.98,,492449.0,0.449 +2010-07-12,AXISBANK,EQ,1273.1,1277.25,1294.8,1265.55,1289.0,1288.3,1282.1,862435,110572513450000.0,,296418.0,0.3437 +2010-07-13,AXISBANK,EQ,1288.3,1288.5,1303.9,1273.15,1300.25,1299.7,1293.28,760940,98411207545000.0,,263477.0,0.34630000000000005 +2010-07-14,AXISBANK,EQ,1299.7,1308.0,1325.95,1304.1,1314.0,1314.45,1316.13,1695095,223095777969999.97,,1051429.0,0.6203000000000001 +2010-07-15,AXISBANK,EQ,1314.45,1350.0,1355.5,1315.6,1346.7,1350.3,1335.4,3188853,425839728125000.0,,1219535.0,0.3824 +2010-07-16,AXISBANK,EQ,1350.3,1360.0,1368.9,1337.4,1355.0,1357.15,1356.04,2303112,312310372665000.0,,1330758.0,0.5778 +2010-07-19,AXISBANK,EQ,1357.15,1355.0,1367.0,1343.35,1356.1,1360.8,1358.01,1461949,198534457430000.0,,824760.0,0.5642 +2010-07-20,AXISBANK,EQ,1360.8,1365.25,1389.0,1358.5,1361.0,1368.95,1375.2,1610253,221442450005000.03,,721741.0,0.4482 +2010-07-21,AXISBANK,EQ,1368.95,1371.0,1375.0,1336.8,1345.95,1347.15,1348.71,1164255,157024445120000.0,,472384.0,0.4057 +2010-07-22,AXISBANK,EQ,1347.15,1340.25,1367.8,1335.0,1355.0,1356.8,1355.98,1492124,202329692730000.0,,705728.0,0.473 +2010-07-23,AXISBANK,EQ,1356.8,1365.0,1395.0,1365.0,1391.95,1389.95,1383.37,2438091,337278205885000.0,,1401117.0,0.5747 +2010-07-26,AXISBANK,EQ,1389.95,1390.0,1396.75,1375.0,1384.25,1385.85,1383.6,1113190,154021035260000.0,,625724.0,0.5621 +2010-07-27,AXISBANK,EQ,1385.85,1387.0,1395.95,1368.0,1371.7,1374.45,1380.29,1626816,224547591215000.0,,834441.0,0.5129 +2010-07-28,AXISBANK,EQ,1374.45,1384.0,1384.0,1341.0,1349.0,1349.95,1355.27,1400048,189743794570000.0,,748561.0,0.5347 +2010-07-29,AXISBANK,EQ,1349.95,1350.0,1375.0,1342.55,1369.0,1365.6,1358.43,1509004,204988220680000.0,,895055.0,0.5931000000000001 +2010-07-30,AXISBANK,EQ,1365.6,1360.0,1367.0,1337.0,1346.0,1343.45,1352.33,932237,126069642840000.02,,450778.0,0.48350000000000004 +2010-08-02,AXISBANK,EQ,1343.45,1350.1,1361.7,1340.15,1352.2,1350.75,1349.83,944754,127526054940000.02,,493038.0,0.5219 +2010-08-03,AXISBANK,EQ,1350.75,1350.75,1371.6,1345.3,1355.0,1356.0,1362.16,990716,134951105780000.0,,430890.0,0.4349 +2010-08-04,AXISBANK,EQ,1356.0,1360.0,1363.35,1325.1,1331.85,1331.4,1336.95,1180571,157836770890000.0,,598719.0,0.5071 +2010-08-05,AXISBANK,EQ,1331.4,1334.5,1344.05,1312.05,1316.25,1316.6,1328.28,1346929,178910221450000.0,,675446.0,0.5015 +2010-08-06,AXISBANK,EQ,1316.6,1317.75,1330.8,1305.75,1317.0,1314.3,1320.99,662095,87462197465000.0,,280606.0,0.4238 +2010-08-09,AXISBANK,EQ,1314.3,1314.3,1321.8,1294.0,1310.3,1309.8,1306.78,1572650,205511222715000.0,,908682.0,0.5778 +2010-08-10,AXISBANK,EQ,1309.8,1310.0,1315.0,1288.5,1291.7,1294.9,1302.82,1348168,175641369030000.0,,731702.0,0.5427000000000001 +2010-08-11,AXISBANK,EQ,1294.9,1294.9,1301.5,1276.65,1291.6,1289.1,1286.8,1324664,170457330165000.0,,706726.0,0.5335 +2010-08-12,AXISBANK,EQ,1289.1,1280.0,1319.85,1274.85,1318.0,1315.6,1303.5,1195305,155807712200000.0,,398046.0,0.33299999999999996 +2010-08-13,AXISBANK,EQ,1315.6,1320.0,1336.0,1320.0,1332.2,1328.2,1329.16,906967,120550290259999.98,,451527.0,0.4978 +2010-08-16,AXISBANK,EQ,1328.2,1330.5,1346.7,1323.6,1333.15,1336.6,1333.95,995518,132797410490000.02,,556115.0,0.5586 +2010-08-17,AXISBANK,EQ,1336.6,1337.0,1343.55,1323.3,1334.1,1330.75,1332.68,915432,121997417784999.98,,484192.0,0.5289 +2010-08-18,AXISBANK,EQ,1330.75,1330.75,1359.0,1320.0,1359.0,1353.25,1334.81,1261419,168375351225000.0,,660146.0,0.5233 +2010-08-19,AXISBANK,EQ,1353.25,1358.0,1366.0,1342.0,1359.1,1363.55,1355.98,936843,127034343075000.0,,389399.0,0.4157 +2010-08-20,AXISBANK,EQ,1363.55,1358.0,1375.0,1352.55,1363.8,1367.0,1366.05,924946,126352230840000.02,,432683.0,0.4678 +2010-08-23,AXISBANK,EQ,1367.0,1367.0,1385.7,1360.4,1378.0,1381.25,1374.08,730367,100358233565000.0,,357960.0,0.4901 +2010-08-24,AXISBANK,EQ,1381.25,1375.0,1385.0,1357.9,1373.0,1372.15,1369.41,1083054,148314844105000.0,,732648.0,0.6765000000000001 +2010-08-25,AXISBANK,EQ,1372.15,1364.0,1381.0,1357.9,1363.5,1361.7,1368.84,1315601,180084512380000.0,,719757.0,0.5471 +2010-08-26,AXISBANK,EQ,1361.7,1363.0,1375.0,1350.0,1361.2,1367.8,1365.17,1437661,196265381225000.0,,912374.0,0.6346 +2010-08-27,AXISBANK,EQ,1367.8,1367.0,1383.25,1318.6,1321.0,1326.95,1351.68,945253,127767668459999.98,,462444.0,0.4892 +2010-08-30,AXISBANK,EQ,1326.95,1332.0,1349.0,1312.0,1331.95,1323.95,1331.45,695831,92646101920000.0,,312463.0,0.4491 +2010-08-31,AXISBANK,EQ,1323.95,1276.85,1340.0,1150.0,1329.0,1330.65,1316.3,863702,113689467625000.0,,469080.0,0.5431 +2010-09-01,AXISBANK,EQ,1330.65,1330.65,1359.0,1330.65,1351.35,1354.1,1344.17,906996,121915277515000.02,,463249.0,0.5108 +2010-09-02,AXISBANK,EQ,1354.1,1359.1,1395.8,1359.1,1386.75,1388.05,1381.85,1595855,220522952740000.0,,865625.0,0.5424 +2010-09-03,AXISBANK,EQ,1388.05,1400.0,1400.0,1365.5,1379.0,1379.65,1378.24,702622,96838366180000.0,,293088.0,0.4171 +2010-09-06,AXISBANK,EQ,1379.65,1384.0,1405.5,1383.2,1394.8,1394.65,1395.72,1011487,141175561155000.0,,535457.0,0.5294 +2010-09-07,AXISBANK,EQ,1394.65,1396.0,1406.4,1377.0,1393.0,1397.5,1391.65,844266,117492186875000.0,,431175.0,0.5107 +2010-09-08,AXISBANK,EQ,1397.5,1390.0,1392.7,1373.1,1378.55,1381.25,1380.91,1031056,142379834355000.0,,565902.0,0.5489 +2010-09-09,AXISBANK,EQ,1381.25,1385.0,1391.9,1367.3,1374.05,1379.4,1377.91,773143,106532201475000.0,,351323.0,0.45439999999999997 +2010-09-13,AXISBANK,EQ,1379.4,1386.0,1432.85,1386.0,1422.75,1426.2,1419.79,1289414,183069187755000.0,,670731.0,0.5202 +2010-09-14,AXISBANK,EQ,1426.2,1430.5,1437.0,1405.6,1428.3,1426.3,1423.08,1205896,171608658845000.0,,585453.0,0.4855 +2010-09-15,AXISBANK,EQ,1426.3,1429.0,1475.0,1426.0,1475.0,1470.0,1457.73,1692129,246667502635000.0,,878410.0,0.5191 +2010-09-16,AXISBANK,EQ,1470.0,1470.0,1523.0,1462.15,1485.0,1484.8,1491.84,2014018,300458618340000.0,,863886.0,0.4289 +2010-09-17,AXISBANK,EQ,1484.8,1485.05,1513.0,1481.0,1505.0,1506.5,1500.87,1286639,193107242115000.0,,654930.0,0.509 +2010-09-20,AXISBANK,EQ,1506.5,1505.0,1567.0,1488.2,1564.0,1546.85,1513.78,1429001,216318852600000.0,,754948.0,0.5283 +2010-09-21,AXISBANK,EQ,1546.85,1550.5,1582.55,1525.15,1535.0,1530.75,1548.08,2091577,323793827880000.0,,1106283.0,0.5289 +2010-09-22,AXISBANK,EQ,1530.75,1536.0,1552.0,1515.0,1529.0,1529.7,1530.12,1529892,234091597194999.97,,950704.0,0.6214000000000001 +2010-09-23,AXISBANK,EQ,1529.7,1532.0,1539.7,1489.7,1492.0,1495.25,1512.67,1661075,251266121765000.0,,1165142.0,0.7014 +2010-09-24,AXISBANK,EQ,1495.25,1496.2,1512.95,1475.4,1502.95,1506.85,1493.23,1726942,257872606405000.03,,940783.0,0.5448 +2010-09-27,AXISBANK,EQ,1506.85,1519.95,1526.8,1493.2,1502.25,1507.15,1513.09,898073,135886627540000.02,,463636.0,0.5163 +2010-09-28,AXISBANK,EQ,1507.15,1504.0,1519.9,1492.4,1510.7,1505.3,1504.48,1397148,210198204805000.0,,801382.0,0.5736 +2010-09-29,AXISBANK,EQ,1505.3,1450.2,1522.35,1450.2,1509.7,1510.4,1509.83,1287923,194454499065000.0,,817387.0,0.6347 +2010-09-30,AXISBANK,EQ,1510.4,1510.45,1542.95,1487.45,1531.65,1536.6,1526.06,2183657,333238149150000.0,,1599075.0,0.7323000000000001 +2010-10-01,AXISBANK,EQ,1536.6,1538.0,1584.0,1538.0,1580.0,1574.85,1563.07,1062768,166118539065000.0,,536441.0,0.5048 +2010-10-04,AXISBANK,EQ,1574.85,1582.0,1596.2,1571.1,1574.15,1577.1,1582.13,737526,116686325075000.0,,353688.0,0.4796 +2010-10-05,AXISBANK,EQ,1577.1,1577.1,1590.4,1570.1,1577.0,1575.3,1580.88,866991,137061243095000.0,,544173.0,0.6277 +2010-10-06,AXISBANK,EQ,1575.3,1590.0,1598.7,1552.4,1564.9,1562.25,1571.25,1356451,213132724090000.0,,900486.0,0.6639 +2010-10-07,AXISBANK,EQ,1562.25,1562.25,1583.0,1561.0,1566.15,1568.7,1570.77,971865,152657286800000.0,,635968.0,0.6544 +2010-10-08,AXISBANK,EQ,1568.7,1572.0,1583.7,1556.1,1576.0,1570.35,1569.34,1166059,182994510410000.0,,700458.0,0.6007 +2010-10-11,AXISBANK,EQ,1570.35,1576.2,1605.5,1538.15,1548.1,1550.85,1568.67,2004183,314390706855000.0,,1227387.0,0.6124 +2010-10-12,AXISBANK,EQ,1550.85,1565.85,1565.9,1525.1,1547.8,1543.2,1537.02,849853,130624325195000.0,,413763.0,0.4869 +2010-10-13,AXISBANK,EQ,1543.2,1551.0,1594.65,1547.05,1591.7,1588.75,1574.29,1027258,161719974925000.0,,606903.0,0.5908 +2010-10-14,AXISBANK,EQ,1588.75,1595.0,1608.5,1557.25,1561.0,1563.9,1587.4,1901910,301909556185000.0,,721996.0,0.3796 +2010-10-15,AXISBANK,EQ,1563.9,1565.0,1575.0,1496.1,1505.15,1502.05,1515.77,2506589,379941362265000.0,,1569702.0,0.6262 +2010-10-18,AXISBANK,EQ,1502.05,1427.0,1499.0,1427.0,1488.0,1481.95,1474.12,2240881,330331992250000.0,,1370668.0,0.6117 +2010-10-19,AXISBANK,EQ,1481.95,1489.0,1497.3,1462.05,1463.8,1468.5,1478.53,1640561,242561200265000.0,,928392.0,0.5659000000000001 +2010-10-20,AXISBANK,EQ,1468.5,1465.0,1477.0,1451.0,1455.2,1455.2,1464.04,1050854,153849201495000.0,,534632.0,0.5088 +2010-10-21,AXISBANK,EQ,1455.2,1470.0,1513.25,1460.0,1496.0,1506.3,1489.94,1934851,288282095190000.0,,933711.0,0.4826 +2010-10-22,AXISBANK,EQ,1506.3,1513.85,1513.85,1461.0,1465.0,1464.0,1476.48,926228,136755330484999.98,,464628.0,0.5015999999999999 +2010-10-25,AXISBANK,EQ,1464.0,1467.0,1490.0,1460.0,1469.0,1464.55,1473.79,939280,138430216709999.98,,477751.0,0.5086 +2010-10-26,AXISBANK,EQ,1464.55,1470.0,1470.25,1455.25,1461.85,1459.5,1461.92,883939,129224730780000.0,,512670.0,0.58 +2010-10-27,AXISBANK,EQ,1459.5,1460.5,1462.7,1438.05,1446.0,1447.05,1447.1,702438,101649788915000.0,,318123.0,0.4529 +2010-10-28,AXISBANK,EQ,1447.05,1455.5,1471.2,1440.0,1442.7,1444.8,1452.74,1935296,281149010950000.0,,918278.0,0.47450000000000003 +2010-10-29,AXISBANK,EQ,1444.8,1448.8,1483.0,1431.05,1470.0,1471.05,1454.43,1209283,175881537105000.0,,624492.0,0.5164 +2010-11-01,AXISBANK,EQ,1471.05,1488.9,1524.35,1482.1,1516.0,1513.6,1507.73,1028011,154996206460000.0,,381559.0,0.3712 +2010-11-02,AXISBANK,EQ,1513.6,1524.0,1537.5,1513.05,1528.0,1526.6,1526.6,1013100,154659466145000.0,,511760.0,0.5051 +2010-11-03,AXISBANK,EQ,1526.6,1528.15,1543.6,1528.0,1540.0,1536.1,1535.4,532916,81824116445000.0,,258023.0,0.4842 +2010-11-04,AXISBANK,EQ,1536.1,1550.7,1555.5,1538.1,1539.8,1544.4,1546.01,533182,82430555055000.0,,278237.0,0.5218 +2010-11-05,AXISBANK,EQ,1544.4,1555.0,1558.85,1543.0,1549.0,1549.85,1551.8,73352,11382734990000.0,,33007.0,0.45 +2010-11-08,AXISBANK,EQ,1549.85,1559.0,1584.0,1538.6,1554.0,1555.9,1562.99,1296521,202645243370000.0,,685739.0,0.5289 +2010-11-09,AXISBANK,EQ,1555.9,1555.0,1566.75,1541.0,1560.0,1562.3,1554.99,772011,120046749245000.0,,468388.0,0.6067 +2010-11-10,AXISBANK,EQ,1562.3,1567.0,1567.0,1536.3,1545.9,1543.4,1549.28,700695,108557109805000.0,,425039.0,0.6066 +2010-11-11,AXISBANK,EQ,1543.4,1546.0,1559.8,1517.5,1525.0,1522.4,1539.55,633559,97539264465000.0,,311966.0,0.4924 +2010-11-12,AXISBANK,EQ,1522.4,1528.0,1528.0,1481.45,1491.2,1492.0,1499.11,908959,136263063625000.0,,443491.0,0.4879 +2010-11-15,AXISBANK,EQ,1492.0,1500.25,1535.0,1485.05,1514.0,1521.7,1517.75,646911,98184803340000.0,,222220.0,0.3435 +2010-11-16,AXISBANK,EQ,1521.7,1533.75,1533.95,1445.0,1461.8,1469.15,1473.04,1447541,213228596435000.0,,624603.0,0.4315 +2010-11-18,AXISBANK,EQ,1469.15,1499.0,1499.0,1389.0,1431.5,1426.0,1427.07,5100637,727899125780000.0,,2189607.0,0.4293 +2010-11-19,AXISBANK,EQ,1426.0,1431.15,1431.15,1370.05,1382.0,1384.7,1397.07,2683260,374869570910000.0,,1320130.0,0.49200000000000005 +2010-11-22,AXISBANK,EQ,1384.7,1400.0,1453.8,1370.0,1428.0,1430.6,1413.65,2764172,390758244730000.0,,1300573.0,0.4705 +2010-11-23,AXISBANK,EQ,1430.6,1421.0,1427.0,1380.3,1421.5,1421.7,1403.46,1414827,198565234460000.0,,531423.0,0.37560000000000004 +2010-11-24,AXISBANK,EQ,1421.7,1428.0,1430.95,1370.0,1379.1,1384.8,1412.31,986465,139319338690000.02,,359974.0,0.3649 +2010-11-25,AXISBANK,EQ,1384.8,1385.2,1395.7,1336.1,1347.0,1342.9,1357.08,2293068,311187592515000.0,,1308349.0,0.5706 +2010-11-26,AXISBANK,EQ,1342.9,1341.0,1367.25,1297.0,1327.45,1330.9,1331.19,1470206,195712617040000.0,,375774.0,0.2556 +2010-11-29,AXISBANK,EQ,1330.9,1348.95,1349.0,1321.0,1329.0,1329.1,1331.83,1094087,145713882455000.0,,563584.0,0.5151 +2010-11-30,AXISBANK,EQ,1329.1,1329.0,1389.8,1315.2,1367.95,1366.85,1357.78,1306098,177339359335000.0,,501617.0,0.3841 +2010-12-01,AXISBANK,EQ,1366.85,1370.05,1428.9,1370.0,1427.2,1424.45,1406.46,1101487,154920219700000.0,,442327.0,0.40159999999999996 +2010-12-02,AXISBANK,EQ,1424.45,1441.0,1461.0,1423.15,1453.0,1455.35,1439.33,1329574,191369639420000.0,,616373.0,0.4636 +2010-12-03,AXISBANK,EQ,1455.35,1455.35,1455.35,1388.85,1409.0,1406.15,1409.91,1603168,226031473435000.0,,744830.0,0.4646 +2010-12-06,AXISBANK,EQ,1406.15,1424.7,1424.7,1376.0,1379.5,1382.45,1400.07,937766,131294214900000.0,,445109.0,0.4746 +2010-12-07,AXISBANK,EQ,1382.45,1385.0,1385.05,1307.5,1331.0,1324.5,1326.87,2431914,322683900620000.0,,1309209.0,0.5383 +2010-12-08,AXISBANK,EQ,1324.5,1319.0,1319.0,1243.3,1251.0,1251.5,1269.72,4293576,545162871320000.0,,2451381.0,0.5709000000000001 +2010-12-09,AXISBANK,EQ,1251.5,1262.4,1299.0,1229.7,1260.0,1245.75,1274.12,3133521,399248206810000.0,,1181618.0,0.3771 +2010-12-10,AXISBANK,EQ,1245.75,1253.0,1330.0,1248.0,1327.7,1323.55,1300.3,2103044,273457886355000.03,,804257.0,0.3824 +2010-12-13,AXISBANK,EQ,1323.55,1340.0,1355.0,1293.1,1317.0,1320.65,1321.77,1774092,234493983965000.0,,464738.0,0.262 +2010-12-14,AXISBANK,EQ,1320.65,1333.8,1334.9,1285.2,1303.3,1303.35,1301.85,2513689,327243455150000.0,,1139652.0,0.4534 +2010-12-15,AXISBANK,EQ,1303.35,1300.0,1321.0,1280.05,1294.0,1297.6,1300.49,1995674,259535692025000.0,,973872.0,0.488 +2010-12-16,AXISBANK,EQ,1297.6,1304.65,1319.7,1285.1,1307.1,1309.35,1305.78,1938887,253176495540000.0,,927890.0,0.4786 +2010-12-20,AXISBANK,EQ,1309.35,1310.0,1310.0,1266.85,1267.3,1270.9,1281.1,1471260,188482800320000.0,,705805.0,0.4797 +2010-12-21,AXISBANK,EQ,1270.9,1280.9,1323.9,1280.0,1316.0,1318.35,1310.19,1862798,244062569069999.97,,784361.0,0.42110000000000003 +2010-12-22,AXISBANK,EQ,1318.35,1328.0,1329.5,1304.2,1316.65,1311.65,1316.34,1171119,154159592350000.0,,413377.0,0.353 +2010-12-23,AXISBANK,EQ,1311.65,1322.8,1322.8,1309.65,1313.1,1314.1,1313.7,566107,74369728140000.0,,142994.0,0.25260000000000005 +2010-12-24,AXISBANK,EQ,1314.1,1300.0,1324.8,1300.0,1324.0,1322.0,1314.74,518834,68213315590000.0,,108820.0,0.2097 +2010-12-27,AXISBANK,EQ,1322.0,1329.4,1330.0,1310.1,1316.0,1316.6,1318.41,415449,54773020479999.99,,97407.0,0.2345 +2010-12-28,AXISBANK,EQ,1316.6,1321.9,1321.9,1286.55,1288.0,1288.9,1296.97,714182,92626939965000.0,,327791.0,0.459 +2010-12-29,AXISBANK,EQ,1288.9,1290.55,1315.0,1290.55,1312.3,1312.4,1305.83,788582,102975563740000.0,,311494.0,0.395 +2010-12-30,AXISBANK,EQ,1312.4,1320.0,1338.7,1305.1,1331.0,1333.8,1324.14,1410092,186715729100000.0,,753562.0,0.5344 +2010-12-31,AXISBANK,EQ,1333.8,1336.75,1358.0,1331.9,1347.7,1350.1,1349.62,902611,121817831570000.0,,370096.0,0.41000000000000003 +2011-01-03,AXISBANK,EQ,1350.1,1365.0,1372.0,1342.3,1366.0,1367.65,1361.43,1053220,143388472210000.0,,421842.0,0.40049999999999997 +2011-01-04,AXISBANK,EQ,1367.65,1372.9,1376.6,1343.5,1350.05,1347.95,1354.47,1383815,187434038615000.0,,725204.0,0.5241 +2011-01-05,AXISBANK,EQ,1347.95,1351.0,1351.0,1303.0,1313.0,1310.9,1316.4,1749878,230353705030000.03,,1045467.0,0.5975 +2011-01-06,AXISBANK,EQ,1310.9,1316.35,1322.1,1300.0,1305.0,1305.85,1307.36,793434,103730373340000.0,,277609.0,0.34990000000000004 +2011-01-07,AXISBANK,EQ,1305.85,1300.35,1300.35,1263.9,1276.0,1280.65,1283.35,2409583,309234294230000.0,,1429045.0,0.5931000000000001 +2011-01-10,AXISBANK,EQ,1280.65,1285.0,1305.0,1246.3,1255.0,1254.6,1279.51,1614057,206520589535000.0,,652427.0,0.4042 +2011-01-11,AXISBANK,EQ,1254.6,1260.1,1325.5,1260.0,1310.0,1300.2,1287.34,2508622,322946164640000.0,,1413689.0,0.5635 +2011-01-12,AXISBANK,EQ,1300.2,1305.95,1322.85,1290.0,1309.0,1313.35,1306.15,2592040,338559304025000.0,,1473225.0,0.5684 +2011-01-13,AXISBANK,EQ,1313.35,1308.5,1327.6,1261.1,1266.9,1265.45,1287.44,1144848,147392185115000.0,,400152.0,0.34950000000000003 +2011-01-14,AXISBANK,EQ,1265.45,1269.8,1277.0,1195.0,1206.1,1201.6,1233.44,2692770,332136524475000.0,,981522.0,0.36450000000000005 +2011-01-17,AXISBANK,EQ,1201.6,1212.0,1240.0,1200.1,1230.0,1229.0,1226.27,2063871,253086418175000.0,,602570.0,0.292 +2011-01-18,AXISBANK,EQ,1229.0,1230.15,1297.95,1230.15,1280.1,1278.25,1273.67,2940254,374490028385000.0,,1245454.0,0.4236 +2011-01-19,AXISBANK,EQ,1278.25,1280.0,1297.0,1268.0,1281.0,1280.1,1283.32,1591785,204276387330000.0,,744538.0,0.46770000000000006 +2011-01-20,AXISBANK,EQ,1280.1,1274.0,1333.45,1255.0,1286.0,1285.1,1285.4,2582837,331997744540000.0,,741872.0,0.2872 +2011-01-21,AXISBANK,EQ,1285.1,1275.0,1293.65,1266.0,1279.0,1287.05,1285.07,2037127,261785019935000.0,,936654.0,0.4598 +2011-01-24,AXISBANK,EQ,1287.05,1289.0,1344.75,1289.0,1318.0,1325.75,1328.47,3262159,433368728125000.0,,1794501.0,0.5501 +2011-01-25,AXISBANK,EQ,1325.75,1328.0,1344.0,1293.75,1295.15,1297.2,1320.01,2648349,349585001575000.0,,1100835.0,0.4157 +2011-01-27,AXISBANK,EQ,1297.2,1314.0,1326.0,1287.0,1290.0,1298.95,1314.7,2875539,378046215845000.0,,1525087.0,0.5304 +2011-01-28,AXISBANK,EQ,1298.95,1300.0,1304.4,1243.45,1259.35,1253.5,1263.62,2604734,329140427840000.0,,1458701.0,0.56 +2011-01-31,AXISBANK,EQ,1253.5,1232.05,1262.8,1228.65,1241.0,1242.2,1246.06,1944281,242269812465000.0,,801875.0,0.41240000000000004 +2011-02-01,AXISBANK,EQ,1242.2,1253.65,1257.65,1234.0,1238.0,1242.65,1246.13,1620065,201881841180000.0,,789292.0,0.4872 +2011-02-02,AXISBANK,EQ,1242.65,1255.0,1257.0,1216.05,1220.25,1225.05,1231.13,1709919,210513451260000.0,,680848.0,0.3982 +2011-02-03,AXISBANK,EQ,1225.05,1218.0,1263.4,1218.0,1256.0,1256.35,1247.78,983587,122730237305000.0,,238931.0,0.2429 +2011-02-04,AXISBANK,EQ,1256.35,1245.35,1268.3,1212.2,1214.0,1222.6,1240.56,1810354,224585423260000.0,,705124.0,0.3895 +2011-02-07,AXISBANK,EQ,1222.6,1242.4,1242.4,1215.25,1235.0,1228.55,1229.68,982536,120820095480000.0,,346154.0,0.3523 +2011-02-08,AXISBANK,EQ,1228.55,1225.1,1234.0,1182.1,1192.25,1190.7,1199.55,1266946,151976323195000.0,,597306.0,0.4715 +2011-02-09,AXISBANK,EQ,1190.7,1185.0,1195.05,1150.0,1169.9,1160.65,1174.15,1759397,206580368480000.0,,744332.0,0.42310000000000003 +2011-02-10,AXISBANK,EQ,1160.65,1156.1,1194.8,1150.0,1163.8,1165.55,1169.91,1883525,220354547040000.0,,791138.0,0.42 +2011-02-11,AXISBANK,EQ,1165.55,1165.1,1229.7,1163.15,1226.0,1221.7,1192.87,1441279,171925273500000.0,,566478.0,0.39299999999999996 +2011-02-14,AXISBANK,EQ,1221.7,1207.1,1275.9,1207.1,1275.9,1270.05,1254.01,1310413,164327601870000.0,,664065.0,0.5068 +2011-02-15,AXISBANK,EQ,1270.05,1277.4,1288.3,1250.3,1272.5,1274.8,1271.3,1399151,177873951140000.0,,607452.0,0.43420000000000003 +2011-02-16,AXISBANK,EQ,1274.8,1265.15,1305.0,1265.15,1299.0,1296.8,1293.69,1648304,213239628695000.0,,871628.0,0.5288 +2011-02-17,AXISBANK,EQ,1296.8,1348.85,1348.85,1292.05,1325.0,1317.5,1309.89,1475778,193310148140000.0,,724897.0,0.49119999999999997 +2011-02-18,AXISBANK,EQ,1317.5,1318.0,1341.3,1290.05,1296.0,1296.8,1315.36,2099458,276154540569999.97,,1158434.0,0.5518 +2011-02-21,AXISBANK,EQ,1296.8,1290.0,1313.0,1278.0,1309.0,1306.95,1298.3,1077947,139949335475000.0,,414565.0,0.3846 +2011-02-22,AXISBANK,EQ,1306.95,1271.3,1294.0,1258.0,1261.4,1264.65,1273.48,1025733,130624620070000.0,,383654.0,0.374 +2011-02-23,AXISBANK,EQ,1264.65,1259.95,1279.0,1251.3,1256.4,1255.0,1264.87,939210,118798220225000.0,,392815.0,0.4182 +2011-02-24,AXISBANK,EQ,1255.0,1243.0,1251.0,1180.0,1194.7,1190.35,1209.75,2009530,243103883130000.03,,1056354.0,0.5257000000000001 +2011-02-25,AXISBANK,EQ,1190.35,1205.9,1244.0,1193.75,1240.55,1232.5,1215.39,1679658,204144035060000.0,,731980.0,0.43579999999999997 +2011-02-28,AXISBANK,EQ,1232.5,1233.0,1293.3,1212.0,1212.0,1218.55,1246.29,1839901,229304389300000.0,,720269.0,0.3915 +2011-03-01,AXISBANK,EQ,1218.55,1235.0,1299.0,1233.45,1298.0,1288.8,1269.78,1411011,179167693735000.0,,575462.0,0.4078 +2011-03-03,AXISBANK,EQ,1288.8,1278.0,1320.0,1261.1,1314.1,1309.8,1290.16,2269095,292750307095000.0,,630464.0,0.2778 +2011-03-04,AXISBANK,EQ,1309.8,1324.4,1341.0,1313.15,1331.1,1328.3,1328.19,1629482,216426870465000.0,,680830.0,0.4178 +2011-03-07,AXISBANK,EQ,1328.3,1305.0,1310.0,1266.0,1284.0,1283.4,1283.09,1115941,143185273185000.0,,324190.0,0.29050000000000004 +2011-03-08,AXISBANK,EQ,1283.4,1286.0,1318.0,1283.1,1316.0,1311.5,1303.72,986796,128650883745000.0,,255304.0,0.25870000000000004 +2011-03-09,AXISBANK,EQ,1311.5,1317.0,1329.55,1292.0,1295.7,1300.95,1309.25,1333258,174557217615000.0,,507169.0,0.3804 +2011-03-10,AXISBANK,EQ,1300.95,1297.15,1297.15,1275.0,1285.6,1285.05,1282.55,694119,89024551670000.0,,205709.0,0.2964 +2011-03-11,AXISBANK,EQ,1285.05,1276.0,1297.0,1258.3,1266.0,1265.7,1273.29,1268319,161493250945000.0,,477563.0,0.3765 +2011-03-14,AXISBANK,EQ,1265.7,1266.0,1296.9,1266.0,1295.0,1290.35,1283.9,968755,124378746415000.02,,453869.0,0.4685 +2011-03-15,AXISBANK,EQ,1290.35,1253.35,1299.8,1245.7,1285.6,1282.95,1280.5,1490386,190843537625000.0,,558910.0,0.375 +2011-03-16,AXISBANK,EQ,1282.95,1290.0,1325.0,1290.0,1315.05,1318.6,1313.92,1492511,196104170625000.0,,623783.0,0.4179 +2011-03-17,AXISBANK,EQ,1318.6,1300.0,1328.35,1286.3,1293.15,1291.1,1302.87,1689672,220143077535000.0,,662550.0,0.3921 +2011-03-18,AXISBANK,EQ,1291.1,1298.0,1300.0,1261.1,1275.0,1269.2,1274.63,1549179,197463066625000.0,,644387.0,0.41600000000000004 +2011-03-21,AXISBANK,EQ,1269.2,1288.0,1290.0,1261.1,1282.5,1279.35,1276.7,588554,75140775705000.0,,120573.0,0.2049 +2011-03-22,AXISBANK,EQ,1279.35,1288.0,1305.0,1278.0,1298.0,1295.9,1294.85,775686,100440057320000.0,,196478.0,0.25329999999999997 +2011-03-23,AXISBANK,EQ,1295.9,1295.0,1317.5,1291.35,1315.1,1315.4,1309.16,924235,120997084950000.0,,251398.0,0.272 +2011-03-24,AXISBANK,EQ,1315.4,1318.2,1334.4,1307.55,1317.75,1319.45,1320.83,1208316,159598352415000.0,,499042.0,0.413 +2011-03-25,AXISBANK,EQ,1319.45,1342.8,1369.9,1326.95,1366.0,1364.95,1353.16,1947999,263595303840000.0,,819365.0,0.42060000000000003 +2011-03-28,AXISBANK,EQ,1364.95,1370.0,1392.3,1365.05,1384.0,1384.25,1383.59,1456980,201585730170000.0,,778872.0,0.5346000000000001 +2011-03-29,AXISBANK,EQ,1384.25,1377.6,1431.75,1377.6,1429.0,1422.15,1411.56,2493596,351987159110000.0,,1372072.0,0.5502 +2011-03-30,AXISBANK,EQ,1422.15,1426.9,1432.15,1413.55,1429.0,1426.45,1423.6,1174433,167192160925000.0,,475653.0,0.405 +2011-03-31,AXISBANK,EQ,1426.45,1429.0,1443.55,1386.05,1406.0,1403.85,1411.44,2618567,369593958370000.0,,1349716.0,0.5154 +2011-04-01,AXISBANK,EQ,1403.85,1410.3,1417.0,1378.6,1411.0,1407.75,1396.75,1069318,149357220010000.0,,326187.0,0.305 +2011-04-04,AXISBANK,EQ,1407.75,1411.1,1441.9,1407.0,1434.0,1432.1,1428.13,1091468,155875620555000.0,,455298.0,0.4171 +2011-04-05,AXISBANK,EQ,1432.1,1448.0,1448.0,1409.1,1419.05,1424.75,1423.09,1007374,143358835105000.0,,375368.0,0.3726 +2011-04-06,AXISBANK,EQ,1424.75,1420.0,1441.7,1415.0,1432.0,1428.95,1428.26,1694291,241988382555000.03,,895446.0,0.5285 +2011-04-07,AXISBANK,EQ,1428.95,1430.0,1458.0,1416.7,1447.45,1445.75,1441.81,1257062,181244880815000.0,,501871.0,0.3992 +2011-04-08,AXISBANK,EQ,1445.75,1446.0,1460.45,1435.25,1457.5,1449.7,1447.42,1565244,226556394135000.0,,944321.0,0.6033 +2011-04-11,AXISBANK,EQ,1449.7,1437.2,1439.9,1403.95,1406.05,1409.85,1416.97,1577093,223470055205000.03,,910952.0,0.5776 +2011-04-13,AXISBANK,EQ,1409.85,1395.0,1445.9,1394.35,1444.9,1438.3,1425.32,1172077,167058503245000.0,,436769.0,0.3726 +2011-04-15,AXISBANK,EQ,1438.3,1426.05,1457.9,1421.6,1428.25,1429.9,1435.53,1382505,198462531935000.0,,697515.0,0.5045000000000001 +2011-04-18,AXISBANK,EQ,1429.9,1430.0,1450.0,1384.4,1390.55,1389.8,1411.01,1421665,200597876350000.0,,606029.0,0.4263 +2011-04-19,AXISBANK,EQ,1389.8,1384.0,1416.8,1382.2,1409.5,1409.35,1402.77,861105,120793318480000.0,,211833.0,0.24600000000000002 +2011-04-20,AXISBANK,EQ,1409.35,1422.0,1452.8,1415.0,1451.5,1448.0,1433.15,756970,108485122365000.02,,181185.0,0.23940000000000003 +2011-04-21,AXISBANK,EQ,1448.0,1449.0,1457.8,1438.65,1449.0,1447.55,1447.85,984845,142590557970000.0,,467651.0,0.4748 +2011-04-25,AXISBANK,EQ,1447.55,1398.0,1408.5,1371.0,1377.6,1377.3,1387.28,4101749,569026359860000.0,,1956548.0,0.47700000000000004 +2011-04-26,AXISBANK,EQ,1377.3,1387.8,1387.8,1338.65,1352.6,1356.35,1354.44,2818608,381762680720000.0,,1246541.0,0.44229999999999997 +2011-04-27,AXISBANK,EQ,1356.35,1371.2,1372.0,1333.0,1344.05,1343.85,1345.52,1927097,259294762369999.97,,890190.0,0.4619 +2011-04-28,AXISBANK,EQ,1343.85,1354.9,1354.9,1324.1,1341.5,1333.7,1339.32,2127035,284878029100000.0,,1140337.0,0.5361 +2011-04-29,AXISBANK,EQ,1333.7,1338.0,1342.8,1270.3,1287.05,1286.6,1297.13,3098248,401881753665000.0,,1726875.0,0.5574 +2011-05-02,AXISBANK,EQ,1286.6,1297.9,1298.0,1260.1,1273.8,1276.45,1276.49,1873540,239154956710000.0,,1005665.0,0.5368 +2011-05-03,AXISBANK,EQ,1276.45,1273.7,1295.5,1210.55,1236.5,1230.4,1246.78,4423229,551481006170000.0,,2011467.0,0.4548 +2011-05-04,AXISBANK,EQ,1230.4,1229.5,1249.0,1215.0,1235.0,1235.6,1232.89,2835837,349628365185000.0,,1264580.0,0.4459 +2011-05-05,AXISBANK,EQ,1235.6,1239.9,1249.0,1202.65,1206.0,1209.85,1222.29,1652077,201931471070000.0,,564093.0,0.34140000000000004 +2011-05-06,AXISBANK,EQ,1209.85,1212.0,1264.9,1212.0,1257.2,1258.2,1244.36,2316334,288234621700000.0,,1116273.0,0.4819 +2011-05-09,AXISBANK,EQ,1258.2,1260.1,1268.55,1231.25,1234.2,1237.75,1242.51,1015377,126161403605000.0,,287130.0,0.2828 +2011-05-10,AXISBANK,EQ,1237.75,1239.95,1242.5,1218.0,1228.35,1228.7,1230.37,1482566,182410709055000.0,,625030.0,0.4216 +2011-05-11,AXISBANK,EQ,1228.7,1225.0,1244.75,1224.0,1230.0,1228.25,1233.52,1655062,204155278125000.0,,852965.0,0.5154 +2011-05-12,AXISBANK,EQ,1228.25,1223.0,1239.85,1201.0,1209.1,1205.65,1218.03,1302309,158625463765000.0,,483835.0,0.3715 +2011-05-13,AXISBANK,EQ,1205.65,1210.5,1259.8,1208.65,1246.8,1244.7,1241.82,2002243,248642515310000.0,,926970.0,0.46299999999999997 +2011-05-16,AXISBANK,EQ,1244.7,1241.6,1241.6,1218.2,1223.9,1224.4,1225.91,793289,97250407400000.0,,258842.0,0.32630000000000003 +2011-05-17,AXISBANK,EQ,1224.4,1226.1,1241.5,1206.55,1219.0,1219.4,1221.44,1143355,139653741055000.0,,440913.0,0.38560000000000005 +2011-05-18,AXISBANK,EQ,1219.4,1223.0,1232.0,1202.2,1218.45,1217.95,1215.65,1296354,157590746385000.0,,489320.0,0.3775 +2011-05-19,AXISBANK,EQ,1217.95,1230.0,1230.0,1207.15,1215.05,1214.65,1215.27,707675,86001416535000.0,,218935.0,0.3094 +2011-05-20,AXISBANK,EQ,1214.65,1224.0,1231.5,1208.0,1220.05,1220.9,1221.32,1253819,153132025070000.0,,564547.0,0.45030000000000003 +2011-05-23,AXISBANK,EQ,1220.9,1215.0,1218.05,1183.0,1183.0,1188.0,1194.13,1519123,181402811895000.0,,734801.0,0.48369999999999996 +2011-05-24,AXISBANK,EQ,1188.0,1195.0,1215.0,1186.5,1204.1,1202.4,1201.69,1259326,151332325725000.0,,454568.0,0.36100000000000004 +2011-05-25,AXISBANK,EQ,1202.4,1203.9,1203.9,1175.0,1183.85,1181.65,1183.77,1327550,157150939990000.0,,622986.0,0.4693 +2011-05-26,AXISBANK,EQ,1181.65,1194.5,1212.0,1184.5,1209.5,1208.4,1197.53,1261162,151027899240000.0,,712476.0,0.5649000000000001 +2011-05-27,AXISBANK,EQ,1208.4,1214.95,1228.0,1206.25,1218.7,1220.6,1218.47,1634164,199118678595000.0,,796567.0,0.48740000000000006 +2011-05-30,AXISBANK,EQ,1220.6,1224.0,1248.0,1224.0,1245.65,1245.25,1239.0,1199619,148633352780000.0,,591694.0,0.4932 +2011-05-31,AXISBANK,EQ,1245.25,1251.9,1289.0,1251.0,1280.0,1282.5,1271.38,2182281,277450431240000.0,,1457615.0,0.6679 +2011-06-01,AXISBANK,EQ,1282.5,1282.25,1291.75,1265.2,1277.25,1278.25,1278.97,792282,101330661025000.0,26996.0,168311.0,0.21239999999999998 +2011-06-02,AXISBANK,EQ,1278.25,1255.1,1285.0,1255.1,1280.0,1273.75,1271.87,867797,110372646740000.02,29661.0,329956.0,0.38020000000000004 +2011-06-03,AXISBANK,EQ,1273.75,1272.0,1288.0,1224.0,1243.0,1242.75,1258.9,1413508,177946669260000.0,45306.0,589189.0,0.4168 +2011-06-06,AXISBANK,EQ,1242.75,1242.0,1242.0,1208.15,1235.1,1235.45,1226.1,1886949,231359439815000.0,46968.0,970371.0,0.5143 +2011-06-07,AXISBANK,EQ,1235.45,1227.0,1252.9,1224.75,1245.8,1244.65,1243.6,1043816,129808553575000.0,30220.0,411664.0,0.3944 +2011-06-08,AXISBANK,EQ,1244.65,1230.9,1236.0,1217.15,1231.7,1228.75,1227.02,1382341,169615839165000.0,60241.0,630470.0,0.4561 +2011-06-09,AXISBANK,EQ,1228.75,1229.9,1252.15,1229.0,1246.35,1246.4,1241.35,1049055,130224488780000.0,36765.0,380954.0,0.36310000000000003 +2011-06-10,AXISBANK,EQ,1246.4,1242.0,1246.0,1225.0,1231.95,1235.15,1234.68,812045,100261367490000.0,32779.0,333573.0,0.4108 +2011-06-13,AXISBANK,EQ,1235.15,1230.2,1238.0,1217.0,1232.4,1233.3,1228.21,1111075,136463674375000.0,33243.0,580183.0,0.5222 +2011-06-14,AXISBANK,EQ,1233.3,1235.0,1264.2,1235.0,1262.6,1260.05,1252.1,1054703,132059476740000.02,34341.0,510436.0,0.484 +2011-06-15,AXISBANK,EQ,1260.05,1259.7,1260.0,1221.0,1224.55,1224.4,1239.16,1256065,155646569120000.0,52029.0,664516.0,0.529 +2011-06-16,AXISBANK,EQ,1224.4,1219.95,1230.0,1205.3,1222.2,1217.85,1216.05,2721246,330916610980000.0,49420.0,1422542.0,0.5228 +2011-06-17,AXISBANK,EQ,1217.85,1244.7,1244.7,1213.5,1224.0,1222.55,1225.12,1261081,154497538505000.0,29368.0,498759.0,0.39549999999999996 +2011-06-20,AXISBANK,EQ,1222.55,1225.0,1237.5,1201.0,1230.0,1226.4,1225.31,1426140,174746881150000.0,35990.0,588207.0,0.41240000000000004 +2011-06-21,AXISBANK,EQ,1226.4,1231.0,1260.0,1226.4,1245.0,1241.85,1245.47,1295258,161319984790000.0,44337.0,442908.0,0.3419 +2011-06-22,AXISBANK,EQ,1241.85,1253.0,1267.6,1245.0,1253.0,1254.65,1255.42,1429712,179489459675000.0,45536.0,564305.0,0.3947 +2011-06-23,AXISBANK,EQ,1254.65,1247.35,1252.0,1232.85,1243.75,1244.35,1243.68,954141,118664280630000.0,32869.0,402084.0,0.4214 +2011-06-24,AXISBANK,EQ,1244.35,1251.0,1278.0,1249.95,1275.0,1272.25,1269.46,1089884,138356840845000.0,43465.0,511032.0,0.46890000000000004 +2011-06-27,AXISBANK,EQ,1272.25,1267.0,1312.4,1250.0,1311.0,1306.4,1296.31,1751561,227055792535000.0,63517.0,888832.0,0.5075000000000001 +2011-06-28,AXISBANK,EQ,1306.4,1311.05,1312.1,1290.25,1306.0,1302.9,1301.52,1376817,179195776305000.0,56060.0,572161.0,0.4156 +2011-06-29,AXISBANK,EQ,1302.9,1312.0,1316.0,1286.6,1293.5,1293.55,1300.58,1337460,173947091385000.0,33547.0,645539.0,0.4827 +2011-06-30,AXISBANK,EQ,1293.55,1295.7,1306.0,1281.1,1284.5,1289.55,1291.17,1511499,195160373050000.0,42488.0,797816.0,0.5278 +2011-07-01,AXISBANK,EQ,1289.55,1314.0,1315.0,1293.0,1312.0,1309.15,1303.13,855494,111481665405000.0,35806.0,344498.0,0.40270000000000006 +2011-07-04,AXISBANK,EQ,1309.15,1323.9,1337.7,1312.55,1337.2,1334.2,1326.75,878836,116599618209999.98,32315.0,396539.0,0.4512 +2011-07-05,AXISBANK,EQ,1334.2,1339.5,1339.5,1320.05,1326.5,1327.95,1326.86,780888,103612961645000.0,28261.0,358540.0,0.45909999999999995 +2011-07-06,AXISBANK,EQ,1327.95,1326.25,1330.6,1306.0,1312.0,1310.15,1315.71,538234,70815949280000.0,21578.0,152721.0,0.2837 +2011-07-07,AXISBANK,EQ,1310.15,1312.95,1335.0,1309.6,1334.9,1331.7,1323.81,574084,75997885970000.0,20198.0,208170.0,0.3626 +2011-07-08,AXISBANK,EQ,1331.7,1334.1,1337.9,1302.8,1306.5,1305.95,1317.71,854488,112596952084999.98,29864.0,486394.0,0.5692 +2011-07-11,AXISBANK,EQ,1305.95,1306.0,1306.0,1260.05,1263.65,1263.95,1273.95,1286456,163887657385000.0,41244.0,759357.0,0.5903 +2011-07-12,AXISBANK,EQ,1263.95,1254.4,1272.25,1245.2,1265.9,1266.4,1257.97,1443199,181550176120000.0,41891.0,684568.0,0.4743 +2011-07-13,AXISBANK,EQ,1266.4,1269.0,1283.9,1262.7,1276.65,1271.8,1274.76,960276,122412582475000.0,36960.0,391147.0,0.4073 +2011-07-14,AXISBANK,EQ,1271.8,1266.6,1294.2,1265.0,1276.2,1279.25,1281.08,814482,104341489745000.0,29652.0,269324.0,0.3307 +2011-07-15,AXISBANK,EQ,1279.25,1281.0,1286.85,1262.55,1269.0,1267.9,1270.72,557960,70901101630000.0,22065.0,176798.0,0.3169 +2011-07-18,AXISBANK,EQ,1267.9,1265.25,1269.5,1252.1,1267.0,1262.5,1260.47,794889,100193094440000.0,27542.0,255387.0,0.32130000000000003 +2011-07-19,AXISBANK,EQ,1262.5,1267.7,1278.0,1263.0,1271.5,1273.05,1271.98,710784,90410120240000.0,19888.0,253558.0,0.3567 +2011-07-20,AXISBANK,EQ,1273.05,1279.2,1281.55,1260.0,1261.7,1262.65,1268.99,936200,118802516080000.0,27820.0,406319.0,0.434 +2011-07-21,AXISBANK,EQ,1262.65,1259.3,1261.9,1232.0,1241.55,1239.6,1241.7,2440745,303067611160000.0,42472.0,1725646.0,0.7070000000000001 +2011-07-22,AXISBANK,EQ,1239.6,1247.25,1312.0,1241.0,1296.0,1296.9,1284.97,4217583,541946510910000.06,117707.0,1577109.0,0.3739 +2011-07-25,AXISBANK,EQ,1296.9,1294.7,1340.0,1293.35,1339.5,1337.25,1325.31,2430128,322066834350000.0,55122.0,1328511.0,0.5467000000000001 +2011-07-26,AXISBANK,EQ,1337.25,1335.0,1340.0,1305.6,1320.0,1319.55,1320.38,2190303,289202288325000.0,109858.0,1071895.0,0.4894 +2011-07-27,AXISBANK,EQ,1319.55,1322.0,1324.85,1293.75,1302.8,1300.5,1302.39,1429725,186206006700000.0,35781.0,752381.0,0.5262 +2011-07-28,AXISBANK,EQ,1300.5,1285.0,1307.95,1285.0,1305.0,1301.5,1297.0,1353005,175484999030000.0,36310.0,677985.0,0.5011 +2011-07-29,AXISBANK,EQ,1301.5,1300.0,1342.0,1292.4,1341.0,1337.5,1325.46,1850972,245338665665000.0,53688.0,1055672.0,0.5703 +2011-08-01,AXISBANK,EQ,1337.5,1349.0,1367.55,1346.5,1347.5,1353.0,1357.02,1226610,166453494180000.0,47620.0,630861.0,0.5143 +2011-08-02,AXISBANK,EQ,1353.0,1345.0,1347.95,1326.1,1340.2,1342.8,1334.07,970086,129416608470000.0,31510.0,529086.0,0.5454 +2011-08-03,AXISBANK,EQ,1342.8,1330.7,1330.7,1292.75,1304.2,1301.15,1302.46,1833923,238860994315000.0,38824.0,913534.0,0.49810000000000004 +2011-08-04,AXISBANK,EQ,1301.15,1303.6,1312.8,1281.0,1284.0,1285.95,1297.04,1569675,203593328285000.0,41854.0,627602.0,0.3998 +2011-08-05,AXISBANK,EQ,1285.95,1245.0,1252.5,1200.0,1247.55,1242.05,1229.09,3125692,384176649890000.0,69298.0,1471435.0,0.4708 +2011-08-08,AXISBANK,EQ,1242.05,1205.2,1265.8,1200.55,1243.85,1235.45,1232.93,1660178,204687918340000.0,61097.0,531353.0,0.3201 +2011-08-09,AXISBANK,EQ,1235.45,1190.5,1238.3,1180.9,1212.0,1205.2,1206.06,3618186,436376441205000.0,81205.0,1732807.0,0.4789 +2011-08-10,AXISBANK,EQ,1205.2,1242.0,1253.7,1225.3,1250.0,1250.1,1242.1,1903396,236421421150000.0,67207.0,956309.0,0.5024000000000001 +2011-08-11,AXISBANK,EQ,1250.1,1237.0,1252.5,1206.2,1212.0,1210.85,1231.01,1869862,230182665635000.0,63750.0,1026340.0,0.5489 +2011-08-12,AXISBANK,EQ,1210.85,1229.5,1230.75,1193.2,1209.0,1209.25,1214.09,1596146,193786847900000.0,55869.0,635009.0,0.39780000000000004 +2011-08-16,AXISBANK,EQ,1209.25,1226.95,1230.75,1206.65,1225.0,1212.45,1217.99,1436900,175013401055000.0,45170.0,874862.0,0.6089 +2011-08-17,AXISBANK,EQ,1212.45,1207.25,1226.65,1167.15,1168.65,1169.8,1187.19,2164821,257005185615000.0,70034.0,1005727.0,0.4646 +2011-08-18,AXISBANK,EQ,1169.8,1171.8,1172.9,1098.4,1108.0,1109.25,1118.42,2586649,289294992720000.0,96728.0,1002538.0,0.3876 +2011-08-19,AXISBANK,EQ,1109.25,1098.15,1100.0,1041.0,1072.7,1069.6,1071.04,3193210,342004404270000.0,79511.0,1256038.0,0.3933 +2011-08-22,AXISBANK,EQ,1069.6,1075.15,1078.0,1026.2,1056.7,1051.1,1045.4,2498301,261173059869999.97,72887.0,807911.0,0.3234 +2011-08-23,AXISBANK,EQ,1051.1,1058.0,1102.9,1051.0,1082.0,1083.55,1078.56,2538610,273803323230000.03,73766.0,1014275.0,0.3995 +2011-08-24,AXISBANK,EQ,1083.55,1078.55,1114.4,1036.0,1036.0,1049.7,1079.4,2479119,267595505165000.0,80844.0,708478.0,0.2858 +2011-08-25,AXISBANK,EQ,1049.7,1055.0,1063.7,1005.2,1024.7,1019.25,1025.35,3869192,396728749650000.0,109551.0,1604074.0,0.4146 +2011-08-26,AXISBANK,EQ,1019.25,1025.95,1031.85,991.8,999.0,1000.3,1011.55,2196043,222140471144999.97,78038.0,773242.0,0.3521 +2011-08-29,AXISBANK,EQ,1000.3,1019.0,1051.95,1015.5,1044.0,1039.45,1035.24,2216055,229414554940000.0,73572.0,1082097.0,0.4883 +2011-08-30,AXISBANK,EQ,1039.45,1060.0,1080.0,1054.95,1074.0,1072.75,1068.23,1885385,201402577475000.0,61446.0,658378.0,0.3492 +2011-09-02,AXISBANK,EQ,1072.75,1104.0,1109.7,1048.1,1088.0,1080.4,1067.35,2218144,236752522075000.0,80834.0,1044614.0,0.47090000000000004 +2011-09-05,AXISBANK,EQ,1080.4,1073.6,1124.75,1058.0,1120.0,1114.45,1095.11,2747411,300872362200000.0,60075.0,1301382.0,0.4737 +2011-09-06,AXISBANK,EQ,1114.45,1109.0,1149.0,1085.1,1134.9,1140.45,1114.26,3018336,336320709895000.0,74834.0,1231021.0,0.4078 +2011-09-07,AXISBANK,EQ,1140.45,1141.5,1159.0,1138.95,1142.5,1143.45,1150.24,2019630,232306391925000.0,48582.0,826022.0,0.409 +2011-09-08,AXISBANK,EQ,1143.45,1141.55,1160.85,1126.4,1152.0,1150.55,1146.64,2489945,285506282755000.0,53760.0,1237036.0,0.4968 +2011-09-09,AXISBANK,EQ,1150.55,1147.2,1153.9,1096.3,1096.3,1103.3,1123.52,2311891,259746121525000.0,59168.0,703563.0,0.3043 +2011-09-12,AXISBANK,EQ,1103.3,1090.0,1092.0,1042.5,1047.0,1051.55,1062.98,1406050,149460111145000.0,49222.0,433834.0,0.3085 +2011-09-13,AXISBANK,EQ,1051.55,1055.3,1078.55,1039.0,1048.35,1049.85,1059.76,1550047,164267771585000.0,55089.0,371057.0,0.23940000000000003 +2011-09-14,AXISBANK,EQ,1049.85,1055.0,1094.6,1043.25,1088.0,1088.7,1068.57,2164644,231307041069999.97,75133.0,442169.0,0.2043 +2011-09-15,AXISBANK,EQ,1088.7,1096.7,1123.0,1066.65,1122.45,1115.7,1090.77,1905432,207838116600000.0,64187.0,319597.0,0.1677 +2011-09-16,AXISBANK,EQ,1115.7,1131.0,1140.95,1105.7,1133.4,1133.35,1127.36,3263502,367913408540000.0,91178.0,920088.0,0.28190000000000004 +2011-09-19,AXISBANK,EQ,1133.35,1124.8,1124.8,1099.0,1100.0,1104.65,1109.65,1300820,144345593930000.0,44462.0,298870.0,0.2298 +2011-09-20,AXISBANK,EQ,1104.65,1101.3,1149.9,1099.0,1149.9,1143.9,1126.84,1521823,171485742570000.0,50078.0,397563.0,0.2612 +2011-09-21,AXISBANK,EQ,1143.9,1143.1,1161.0,1130.25,1155.0,1156.6,1147.22,2574644,295369176655000.0,70050.0,709116.0,0.2754 +2011-09-22,AXISBANK,EQ,1156.6,1131.0,1135.9,1107.0,1119.0,1112.4,1124.08,1995895,224354512119999.97,55460.0,824176.0,0.4129 +2011-09-23,AXISBANK,EQ,1112.4,1100.1,1115.95,1065.4,1082.55,1086.85,1088.76,2740795,298405644150000.0,81448.0,755031.0,0.2755 +2011-09-26,AXISBANK,EQ,1086.85,1083.4,1084.4,1038.3,1054.0,1056.0,1056.16,2716021,286856391085000.0,80261.0,1039757.0,0.38280000000000003 +2011-09-27,AXISBANK,EQ,1056.0,1074.0,1095.0,1065.0,1094.1,1088.0,1078.84,1919494,207082727045000.0,49754.0,769492.0,0.40090000000000003 +2011-09-28,AXISBANK,EQ,1088.0,1091.0,1096.0,1065.45,1072.0,1072.7,1077.67,2016743,217339201130000.03,57478.0,753734.0,0.3737 +2011-09-29,AXISBANK,EQ,1072.7,1064.0,1080.5,1055.1,1071.75,1069.75,1068.58,2185228,233508483315000.0,65968.0,1016087.0,0.465 +2011-09-30,AXISBANK,EQ,1069.75,1062.2,1063.0,1010.6,1030.5,1018.9,1036.74,2927004,303454864380000.0,88561.0,1514258.0,0.5173 +2011-10-03,AXISBANK,EQ,1018.9,1003.0,1005.0,980.0,988.35,988.5,990.39,1993982,197482364025000.0,83505.0,1006755.0,0.5049 +2011-10-04,AXISBANK,EQ,988.5,984.4,996.4,951.0,963.1,959.75,973.78,3228348,314371411555000.0,102050.0,1306633.0,0.4047 +2011-10-05,AXISBANK,EQ,959.75,972.0,975.0,945.2,955.0,952.0,954.75,2180747,208205733910000.0,59978.0,670623.0,0.3075 +2011-10-07,AXISBANK,EQ,952.0,977.15,1038.5,977.15,1032.05,1030.3,1018.39,2544501,259129549700000.0,89051.0,1007798.0,0.3961 +2011-10-10,AXISBANK,EQ,1030.3,1030.0,1055.0,1016.85,1055.0,1048.85,1037.73,1471142,152665537115000.0,41539.0,362685.0,0.2465 +2011-10-11,AXISBANK,EQ,1048.85,1060.25,1080.85,1045.0,1050.25,1052.75,1059.9,1847144,195779415950000.0,48311.0,722928.0,0.3914 +2011-10-12,AXISBANK,EQ,1052.75,1056.0,1099.9,1038.2,1095.6,1093.35,1068.93,2482882,265402403325000.0,78443.0,621155.0,0.2502 +2011-10-13,AXISBANK,EQ,1093.35,1100.0,1108.0,1080.0,1080.0,1086.55,1093.49,3075951,336352060295000.0,84174.0,999650.0,0.325 +2011-10-14,AXISBANK,EQ,1086.55,1075.55,1110.0,1075.55,1094.0,1103.35,1100.36,2172836,239089825000000.0,62058.0,707627.0,0.3257 +2011-10-17,AXISBANK,EQ,1103.35,1111.9,1132.8,1108.25,1115.0,1121.85,1123.88,1809829,203403831180000.0,57614.0,701972.0,0.3879 +2011-10-18,AXISBANK,EQ,1121.85,1100.0,1105.05,1077.25,1103.1,1097.55,1090.46,2051977,223759918600000.0,66810.0,898416.0,0.4378 +2011-10-19,AXISBANK,EQ,1097.55,1105.0,1135.0,1104.7,1132.0,1132.75,1125.6,1162310,130829333195000.0,44731.0,315992.0,0.27190000000000003 +2011-10-20,AXISBANK,EQ,1132.75,1116.0,1136.0,1100.1,1130.0,1130.6,1115.54,1475784,164629028710000.0,55698.0,503461.0,0.3411 +2011-10-21,AXISBANK,EQ,1130.6,1136.8,1139.9,1122.3,1124.1,1127.7,1131.45,1419262,160582277670000.0,51415.0,426905.0,0.3008 +2011-10-24,AXISBANK,EQ,1127.7,1158.1,1189.1,1153.1,1165.0,1168.55,1172.08,2955520,346411908290000.0,74331.0,1108042.0,0.3749 +2011-10-25,AXISBANK,EQ,1168.55,1172.25,1194.0,1110.0,1118.0,1117.75,1137.58,6108295,694870160865000.0,119020.0,2947104.0,0.4825 +2011-10-26,AXISBANK,EQ,1117.75,1127.0,1134.9,1119.0,1122.05,1122.95,1127.0,431323,48610166190000.0,13386.0,128007.0,0.2968 +2011-10-28,AXISBANK,EQ,1122.95,1161.0,1182.8,1145.55,1151.0,1150.5,1168.54,4092836,478266112170000.0,134993.0,2645123.0,0.6463 +2011-10-31,AXISBANK,EQ,1150.5,1150.0,1164.05,1141.5,1157.0,1159.35,1155.63,2049629,236861330765000.0,79757.0,1052533.0,0.5135000000000001 +2011-11-01,AXISBANK,EQ,1159.35,1150.0,1156.3,1130.1,1136.5,1135.95,1143.16,1140433,130370254790000.02,38697.0,447207.0,0.3921 +2011-11-02,AXISBANK,EQ,1135.95,1124.0,1139.85,1117.2,1122.6,1125.95,1129.67,1674048,189112280635000.0,49039.0,713345.0,0.4261 +2011-11-03,AXISBANK,EQ,1125.95,1119.9,1130.0,1102.3,1114.2,1115.85,1113.84,1720967,191687415355000.0,54319.0,634786.0,0.3689 +2011-11-04,AXISBANK,EQ,1115.85,1135.8,1145.0,1123.65,1127.5,1128.5,1135.61,1851582,210267059485000.0,60635.0,874290.0,0.4722 +2011-11-08,AXISBANK,EQ,1128.5,1139.0,1153.9,1129.3,1137.5,1140.35,1142.04,1569232,179212116185000.0,53524.0,403183.0,0.2569 +2011-11-09,AXISBANK,EQ,1140.35,1149.0,1150.1,1103.5,1105.0,1112.3,1129.19,1802188,203501988550000.0,55059.0,752452.0,0.4175 +2011-11-11,AXISBANK,EQ,1112.3,1103.0,1112.65,1052.0,1056.0,1057.0,1074.08,2915291,313125910725000.0,97565.0,1322415.0,0.4536 +2011-11-14,AXISBANK,EQ,1057.0,1073.0,1081.0,1046.3,1046.7,1049.5,1062.99,1272332,135247126370000.0,47369.0,365663.0,0.2874 +2011-11-15,AXISBANK,EQ,1049.5,1044.0,1051.0,998.2,1005.0,1008.4,1023.3,2133285,218298357205000.03,65083.0,740724.0,0.3472 +2011-11-16,AXISBANK,EQ,1008.4,1008.5,1021.1,977.9,1012.9,1006.15,997.25,2686166,267877539605000.03,89819.0,742913.0,0.2766 +2011-11-17,AXISBANK,EQ,1006.15,1004.0,1009.5,981.05,982.9,985.55,993.24,2210100,219517065250000.0,65534.0,790038.0,0.3575 +2011-11-18,AXISBANK,EQ,985.55,978.1,980.8,940.0,970.0,964.2,956.67,3491717,334041292850000.0,94656.0,1451556.0,0.4157 +2011-11-21,AXISBANK,EQ,964.2,960.0,971.2,943.15,947.4,947.0,958.46,1995224,191233890280000.0,58459.0,765595.0,0.3837 +2011-11-22,AXISBANK,EQ,947.0,951.5,958.9,930.3,944.0,947.0,946.55,3334177,315595841970000.0,102961.0,1298474.0,0.38939999999999997 +2011-11-23,AXISBANK,EQ,947.0,937.0,942.8,921.1,940.45,937.1,931.76,2621078,244221608700000.0,87834.0,1273382.0,0.4858 +2011-11-24,AXISBANK,EQ,937.1,940.0,964.7,935.65,964.7,957.25,951.27,3037875,288984830400000.0,86412.0,1183254.0,0.3895 +2011-11-25,AXISBANK,EQ,957.25,954.95,977.85,945.45,962.0,967.25,966.51,1811853,175118269610000.0,41725.0,610214.0,0.3368 +2011-11-28,AXISBANK,EQ,967.25,981.2,997.0,974.6,989.0,991.4,986.34,1553023,153181154220000.0,52497.0,494611.0,0.3185 +2011-11-29,AXISBANK,EQ,991.4,993.0,1001.7,965.25,973.0,975.8,985.2,1970083,194092223445000.0,59071.0,625813.0,0.3177 +2011-11-30,AXISBANK,EQ,975.8,961.0,974.8,936.0,949.15,947.65,957.3,2602878,249172775390000.0,64784.0,928489.0,0.3567 +2011-12-01,AXISBANK,EQ,947.65,985.1,998.7,963.1,971.8,972.6,981.02,2635162,258515348125000.0,64964.0,1321742.0,0.5015999999999999 +2011-12-02,AXISBANK,EQ,972.6,978.65,1012.0,965.55,1011.3,1005.95,989.69,2623926,259687482955000.03,66927.0,1037995.0,0.3956 +2011-12-05,AXISBANK,EQ,1005.95,1005.0,1036.05,992.6,1031.3,1032.15,1020.27,2508512,255935212450000.0,76310.0,889915.0,0.35479999999999995 +2011-12-07,AXISBANK,EQ,1032.15,1033.0,1052.45,1029.45,1037.0,1039.55,1042.84,1873993,195427064340000.0,65592.0,689804.0,0.36810000000000004 +2011-12-08,AXISBANK,EQ,1039.55,1035.0,1041.95,995.0,999.0,1003.4,1011.82,2323242,235071101290000.0,71349.0,837397.0,0.3604 +2011-12-09,AXISBANK,EQ,1003.4,981.35,1012.9,978.2,989.0,991.9,996.47,2175543,216787259915000.0,55696.0,627138.0,0.2883 +2011-12-12,AXISBANK,EQ,991.9,1005.0,1008.0,967.25,967.3,970.4,983.35,1516382,149113616805000.0,40171.0,357204.0,0.2356 +2011-12-13,AXISBANK,EQ,970.4,962.0,974.0,940.35,972.0,959.9,954.21,2545664,242909526355000.03,74954.0,873929.0,0.3433 +2011-12-14,AXISBANK,EQ,959.9,959.0,981.0,950.55,962.45,959.15,965.74,2421874,233889610025000.0,64384.0,790168.0,0.32630000000000003 +2011-12-15,AXISBANK,EQ,959.15,948.0,952.15,934.0,951.4,949.1,942.93,2268610,213912910865000.0,61740.0,767323.0,0.3382 +2011-12-16,AXISBANK,EQ,949.1,955.0,964.0,895.0,901.4,904.05,923.4,4109418,379462282275000.0,102529.0,1673582.0,0.4073 +2011-12-19,AXISBANK,EQ,904.05,897.95,897.95,828.0,850.65,849.05,850.43,3714298,315876078130000.0,102889.0,1551573.0,0.4177 +2011-12-20,AXISBANK,EQ,849.05,857.7,857.7,808.85,819.05,820.3,821.36,3895799,319985826355000.0,109026.0,1342532.0,0.3446 +2011-12-21,AXISBANK,EQ,820.3,845.2,859.0,832.35,853.3,854.3,843.89,2397846,202352091925000.0,74193.0,629031.0,0.26230000000000003 +2011-12-22,AXISBANK,EQ,854.3,842.25,878.3,840.4,878.0,873.65,862.3,3090876,266526167930000.03,89656.0,424533.0,0.1374 +2011-12-23,AXISBANK,EQ,873.65,885.0,896.0,865.65,880.3,879.95,881.28,2932357,258423344725000.0,78336.0,975383.0,0.3326 +2011-12-26,AXISBANK,EQ,879.95,880.0,891.0,867.0,869.0,872.0,877.12,1706610,149689505180000.0,54915.0,297279.0,0.17420000000000002 +2011-12-27,AXISBANK,EQ,872.0,872.4,872.8,839.8,844.0,845.25,853.02,1742237,148616550585000.0,57316.0,392819.0,0.2255 +2011-12-28,AXISBANK,EQ,845.25,841.0,841.0,820.1,830.05,832.6,828.46,1947165,161314741655000.0,48935.0,503636.0,0.25870000000000004 +2011-12-29,AXISBANK,EQ,832.6,824.45,837.9,808.0,809.8,815.55,824.14,2785022,229523914640000.0,70904.0,1006193.0,0.3613 +2011-12-30,AXISBANK,EQ,815.55,816.0,827.45,803.3,806.0,808.1,815.92,2032545,165838436970000.0,65675.0,503623.0,0.24780000000000002 +2012-01-02,AXISBANK,EQ,808.1,810.0,815.0,784.0,794.6,794.8,796.02,1945453,154862263130000.0,57556.0,517813.0,0.2662 +2012-01-03,AXISBANK,EQ,794.8,805.1,841.9,803.65,841.0,837.55,823.23,2142010,176336887565000.0,72953.0,581169.0,0.2713 +2012-01-04,AXISBANK,EQ,837.55,844.8,856.0,831.9,848.0,848.15,844.85,3387350,286179343765000.0,88420.0,1407867.0,0.4156 +2012-01-05,AXISBANK,EQ,848.15,849.0,878.8,845.05,869.05,870.65,865.32,3380234,292498895860000.0,84209.0,1178463.0,0.3486 +2012-01-06,AXISBANK,EQ,870.65,862.8,866.0,836.3,852.6,853.5,848.81,2469065,209575529730000.0,72553.0,561834.0,0.2275 +2012-01-07,AXISBANK,EQ,853.5,850.1,855.5,848.2,852.3,852.2,852.35,155654,13267103785000.0,4568.0,17803.0,0.1144 +2012-01-09,AXISBANK,EQ,852.2,851.0,863.4,835.1,863.0,858.2,849.54,1752655,148895062845000.0,52133.0,552880.0,0.3155 +2012-01-10,AXISBANK,EQ,858.2,869.0,897.0,866.1,894.5,894.75,888.57,1965418,174640930035000.0,56807.0,564465.0,0.2872 +2012-01-11,AXISBANK,EQ,894.75,898.0,947.45,893.1,943.5,933.65,913.7,3106413,283831510000000.0,96149.0,946904.0,0.3048 +2012-01-12,AXISBANK,EQ,933.65,931.0,968.45,926.95,942.0,940.5,946.34,3551923,336131029465000.0,100584.0,1208100.0,0.3401 +2012-01-13,AXISBANK,EQ,940.5,948.85,955.95,928.55,938.55,939.7,944.65,2400856,226797081775000.0,62113.0,763887.0,0.3182 +2012-01-16,AXISBANK,EQ,939.7,934.0,939.0,917.1,939.0,935.25,928.26,1981422,183927922000000.0,70782.0,436849.0,0.2205 +2012-01-17,AXISBANK,EQ,935.25,943.0,979.9,943.0,960.95,962.25,963.72,2652545,255632021444999.97,77539.0,920585.0,0.3471 +2012-01-18,AXISBANK,EQ,962.25,964.0,968.95,930.1,931.8,933.25,938.28,1841280,172763283025000.0,62463.0,667687.0,0.3626 +2012-01-19,AXISBANK,EQ,933.25,945.0,961.2,943.25,953.9,955.05,953.62,1778225,169574309640000.0,58291.0,648551.0,0.36469999999999997 +2012-01-20,AXISBANK,EQ,955.05,962.1,1020.0,955.45,1018.0,1009.05,990.4,4924504,487725300314999.94,131781.0,1422892.0,0.2889 +2012-01-23,AXISBANK,EQ,1009.05,1017.0,1037.8,990.8,994.85,996.95,1014.46,3594421,364639631555000.0,91851.0,1341924.0,0.37329999999999997 +2012-01-24,AXISBANK,EQ,996.95,997.0,1046.0,984.05,1020.9,1032.6,1019.5,7011924,714865882875000.0,160890.0,3303235.0,0.4711 +2012-01-25,AXISBANK,EQ,1032.6,1038.8,1075.9,1020.55,1054.0,1063.65,1051.93,4449954,468102052645000.0,114995.0,1651513.0,0.3711 +2012-01-27,AXISBANK,EQ,1063.65,1074.0,1079.4,1056.35,1076.0,1073.05,1069.2,2779461,297180336415000.0,94777.0,1050866.0,0.37810000000000005 +2012-01-30,AXISBANK,EQ,1073.05,1069.8,1069.8,1017.3,1021.0,1023.45,1043.83,2010435,209854974245000.0,79574.0,910929.0,0.45310000000000006 +2012-01-31,AXISBANK,EQ,1023.45,1035.0,1088.0,1030.95,1085.05,1075.05,1054.31,2203159,232281814269999.97,71663.0,870250.0,0.395 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+2012-11-01,AXISBANK,EQ,1182.6,1183.0,1209.75,1177.0,1207.05,1207.15,1198.18,1354503,162294292310000.0,46020.0,358674.0,0.26480000000000004 +2012-11-02,AXISBANK,EQ,1207.15,1227.7,1228.0,1212.5,1215.0,1215.5,1220.31,1524736,186064674125000.0,54485.0,625352.0,0.41009999999999996 +2012-11-05,AXISBANK,EQ,1215.5,1214.4,1218.75,1200.5,1215.65,1214.25,1210.91,940076,113834754450000.0,30893.0,268045.0,0.2851 +2012-11-06,AXISBANK,EQ,1214.25,1212.0,1224.45,1205.35,1219.7,1220.15,1216.43,1118632,136073229790000.02,44085.0,364941.0,0.3262 +2012-11-07,AXISBANK,EQ,1220.15,1215.0,1243.7,1215.0,1229.95,1232.05,1233.79,1846176,227780024675000.0,83292.0,733599.0,0.39740000000000003 +2012-11-08,AXISBANK,EQ,1232.05,1216.0,1229.9,1211.45,1220.05,1222.5,1221.02,1257461,153537971745000.0,32283.0,333569.0,0.26530000000000004 +2012-11-09,AXISBANK,EQ,1222.5,1222.5,1232.95,1207.8,1217.5,1215.1,1219.41,981211,119649970290000.02,32433.0,257783.0,0.2627 +2012-11-12,AXISBANK,EQ,1215.1,1219.0,1234.9,1215.1,1227.0,1226.45,1225.36,971454,119037647355000.0,39630.0,327548.0,0.3372 +2012-11-13,AXISBANK,EQ,1226.45,1228.0,1231.7,1216.05,1220.4,1222.6,1225.05,263301,32255799595000.0,5874.0,141223.0,0.5364 +2012-11-15,AXISBANK,EQ,1222.6,1214.0,1240.0,1211.0,1240.0,1232.25,1223.65,1973882,241533316455000.03,55470.0,1250044.0,0.6333 +2012-11-16,AXISBANK,EQ,1232.25,1239.2,1243.65,1221.9,1228.05,1226.25,1229.63,1981883,243699122805000.03,33922.0,1404903.0,0.7089 +2012-11-19,AXISBANK,EQ,1226.25,1226.5,1230.0,1202.8,1215.5,1214.3,1213.44,1287162,156189787980000.0,42198.0,603284.0,0.4687 +2012-11-20,AXISBANK,EQ,1214.3,1224.6,1232.65,1213.7,1217.0,1218.95,1220.2,2456772,299774354060000.0,59630.0,1614849.0,0.6573000000000001 +2012-11-21,AXISBANK,EQ,1218.95,1220.0,1240.8,1218.45,1239.0,1236.35,1230.96,1140440,140383245350000.0,37758.0,492305.0,0.43170000000000003 +2012-11-22,AXISBANK,EQ,1236.35,1243.0,1269.0,1242.45,1252.1,1257.05,1260.08,1652923,208281484220000.0,64053.0,647185.0,0.3915 +2012-11-23,AXISBANK,EQ,1257.05,1262.9,1262.9,1245.0,1255.1,1256.75,1252.18,976085,122222944545000.0,36615.0,366193.0,0.37520000000000003 +2012-11-26,AXISBANK,EQ,1256.75,1262.0,1271.65,1247.1,1259.95,1265.8,1260.85,1352128,170482478195000.0,42790.0,594508.0,0.4397 +2012-11-27,AXISBANK,EQ,1265.8,1272.0,1294.0,1268.45,1292.95,1290.05,1284.72,1637883,210422231355000.0,65784.0,847320.0,0.5173 +2012-11-29,AXISBANK,EQ,1290.05,1291.1,1314.0,1290.0,1305.0,1310.2,1302.63,2647233,344835868960000.0,89160.0,1575041.0,0.595 +2012-11-30,AXISBANK,EQ,1310.2,1314.0,1324.6,1300.15,1322.15,1319.9,1312.84,1793912,235512802560000.0,65827.0,1037951.0,0.5786 +2012-12-03,AXISBANK,EQ,1319.9,1314.0,1324.9,1304.5,1318.45,1321.6,1315.81,1363466,179406167415000.0,38904.0,711413.0,0.5218 +2012-12-04,AXISBANK,EQ,1321.6,1321.6,1328.4,1309.25,1319.95,1322.1,1320.38,926857,122380581109999.98,27169.0,396334.0,0.4276 +2012-12-05,AXISBANK,EQ,1322.1,1325.2,1340.0,1325.2,1336.0,1334.7,1334.19,1248038,166512569035000.0,32521.0,680602.0,0.5453 +2012-12-06,AXISBANK,EQ,1334.7,1342.5,1379.0,1331.0,1376.85,1364.1,1345.58,1480568,199221806480000.0,47916.0,626074.0,0.4229 +2012-12-07,AXISBANK,EQ,1364.1,1368.0,1370.0,1321.2,1323.8,1328.75,1339.97,2048738,274525067850000.0,49327.0,1100658.0,0.5372 +2012-12-10,AXISBANK,EQ,1328.75,1325.1,1335.8,1315.25,1323.5,1322.85,1323.88,1626730,215359389705000.03,48222.0,737453.0,0.4533 +2012-12-11,AXISBANK,EQ,1322.85,1328.1,1339.9,1310.1,1326.15,1325.4,1324.96,1604285,212560766205000.0,36413.0,867084.0,0.5405 +2012-12-12,AXISBANK,EQ,1325.4,1329.95,1330.4,1312.05,1325.9,1326.35,1320.69,1361449,179804670185000.0,45475.0,695384.0,0.5108 +2012-12-13,AXISBANK,EQ,1326.35,1328.0,1346.5,1315.1,1326.05,1325.35,1329.53,1735029,230676957805000.03,48613.0,962825.0,0.5549000000000001 +2012-12-14,AXISBANK,EQ,1325.35,1328.0,1356.9,1324.45,1356.7,1352.7,1340.73,1165843,156308322635000.0,47457.0,506442.0,0.4344 +2012-12-17,AXISBANK,EQ,1352.7,1351.0,1365.95,1345.05,1355.55,1359.05,1358.49,1667118,226476643169999.97,39638.0,827327.0,0.4963 +2012-12-18,AXISBANK,EQ,1359.05,1358.1,1363.3,1320.2,1352.75,1353.95,1346.8,1771672,238608859675000.0,57388.0,644201.0,0.3636 +2012-12-19,AXISBANK,EQ,1353.95,1360.0,1362.4,1328.25,1334.0,1334.9,1342.92,1684486,226213416955000.03,62363.0,940756.0,0.5585 +2012-12-20,AXISBANK,EQ,1334.9,1338.0,1339.95,1307.1,1318.25,1318.6,1319.78,1460182,192711185390000.0,63097.0,739327.0,0.5063000000000001 +2012-12-21,AXISBANK,EQ,1318.6,1310.0,1341.6,1307.0,1318.0,1321.25,1327.98,1682499,223433196660000.0,66769.0,743936.0,0.4422 +2012-12-24,AXISBANK,EQ,1321.25,1322.05,1345.0,1322.05,1342.9,1342.65,1335.83,910504,121627603350000.0,39502.0,393823.0,0.4325 +2012-12-26,AXISBANK,EQ,1342.65,1344.95,1359.4,1341.7,1351.95,1351.95,1351.86,1003503,135659837365000.02,35103.0,498731.0,0.49700000000000005 +2012-12-27,AXISBANK,EQ,1351.95,1354.0,1374.85,1352.95,1361.1,1364.3,1366.0,1893523,258654298210000.0,42072.0,1146822.0,0.6057 +2012-12-28,AXISBANK,EQ,1364.3,1364.0,1364.95,1348.1,1354.9,1359.55,1358.68,1218502,165554827000000.0,26257.0,760483.0,0.6241 +2012-12-31,AXISBANK,EQ,1359.55,1353.0,1369.5,1352.75,1352.75,1356.55,1361.21,658124,89584319015000.0,23620.0,247309.0,0.37579999999999997 +2013-01-01,AXISBANK,EQ,1356.55,1369.7,1371.5,1360.5,1362.0,1362.7,1365.4,668722,91307133055000.0,14159.0,321661.0,0.48100000000000004 +2013-01-02,AXISBANK,EQ,1362.7,1371.15,1394.4,1366.65,1386.75,1386.85,1385.25,1433645,198596278320000.0,65271.0,720406.0,0.5025000000000001 +2013-01-03,AXISBANK,EQ,1386.85,1394.0,1396.5,1383.25,1390.0,1389.95,1390.26,950039,132079655334999.98,36368.0,520130.0,0.5475 +2013-01-04,AXISBANK,EQ,1389.95,1382.45,1386.95,1370.0,1377.25,1378.95,1378.26,1252580,172637842545000.0,30409.0,772932.0,0.6171 +2013-01-07,AXISBANK,EQ,1378.95,1385.0,1387.7,1365.5,1366.0,1372.85,1374.9,1143170,157173969060000.0,36901.0,722290.0,0.6318 +2013-01-08,AXISBANK,EQ,1372.85,1368.8,1369.0,1343.05,1362.7,1360.3,1356.34,1218122,165219132630000.0,63895.0,636362.0,0.5224 +2013-01-09,AXISBANK,EQ,1360.3,1352.25,1361.95,1344.1,1351.0,1349.65,1350.11,1577025,212916294710000.0,67939.0,1001123.0,0.6348 +2013-01-10,AXISBANK,EQ,1349.65,1359.0,1376.8,1345.5,1369.15,1368.0,1358.06,1371873,186308823570000.0,60499.0,675341.0,0.49229999999999996 +2013-01-11,AXISBANK,EQ,1368.0,1372.1,1374.05,1356.25,1360.0,1364.1,1364.14,1314243,179280922580000.0,44638.0,810033.0,0.6163000000000001 +2013-01-14,AXISBANK,EQ,1364.1,1367.1,1390.9,1361.55,1388.3,1386.1,1381.01,1314382,181516865635000.0,59402.0,819448.0,0.6234000000000001 +2013-01-15,AXISBANK,EQ,1386.1,1394.0,1431.0,1390.0,1428.0,1424.3,1410.71,3397412,479277495295000.0,101568.0,1140579.0,0.3357 +2013-01-16,AXISBANK,EQ,1424.3,1430.0,1430.0,1403.15,1412.2,1409.45,1410.67,2365757,333729211840000.0,75873.0,1519060.0,0.6421 +2013-01-17,AXISBANK,EQ,1409.45,1411.25,1419.0,1394.1,1404.1,1406.4,1410.36,1440138,203111144095000.0,53411.0,836992.0,0.5811999999999999 +2013-01-18,AXISBANK,EQ,1406.4,1410.0,1415.5,1380.2,1384.4,1388.05,1390.4,1403580,195153472005000.0,64176.0,878520.0,0.6259 +2013-01-21,AXISBANK,EQ,1388.05,1385.15,1391.7,1370.75,1385.0,1385.45,1382.82,732873,101343307630000.0,21298.0,383571.0,0.5234000000000001 +2013-01-22,AXISBANK,EQ,1385.45,1385.0,1405.8,1380.4,1393.95,1393.4,1397.25,1038115,145050553640000.0,42510.0,584945.0,0.5635 +2013-01-23,AXISBANK,EQ,1393.4,1402.0,1407.0,1380.45,1407.0,1398.4,1390.53,1281771,178233769275000.0,54809.0,871150.0,0.6796 +2013-01-24,AXISBANK,EQ,1398.4,1401.2,1409.0,1386.55,1395.0,1396.3,1399.39,1968170,275423713594999.97,115139.0,1386010.0,0.7042 +2013-01-25,AXISBANK,EQ,1396.3,1393.0,1401.8,1379.9,1389.0,1386.25,1389.66,1656661,230219075305000.03,67921.0,1087109.0,0.6562 +2013-01-28,AXISBANK,EQ,1386.25,1381.0,1433.9,1375.85,1416.5,1412.95,1411.9,3721613,525454670089999.94,126819.0,2229725.0,0.5991 +2013-01-29,AXISBANK,EQ,1412.95,1416.3,1503.55,1416.0,1473.35,1475.45,1473.07,9092773,1339432482585000.0,221769.0,5336311.0,0.5869 +2013-01-30,AXISBANK,EQ,1475.45,1477.5,1516.05,1476.8,1501.0,1501.25,1500.53,4970410,745824787470000.0,152597.0,2971023.0,0.5977 +2013-01-31,AXISBANK,EQ,1501.25,1494.9,1510.0,1489.95,1506.0,1505.15,1500.5,2620571,393217573495000.0,104254.0,1538088.0,0.5869 +2013-02-01,AXISBANK,EQ,1505.15,1501.1,1515.0,1486.6,1510.0,1509.65,1498.76,1480881,221948670805000.03,49981.0,730538.0,0.4933 +2013-02-04,AXISBANK,EQ,1509.65,1508.0,1515.0,1475.0,1479.5,1477.7,1490.23,1168344,174110215625000.0,90601.0,691921.0,0.5922 +2013-02-05,AXISBANK,EQ,1477.7,1470.3,1488.5,1453.1,1456.6,1459.15,1466.01,1744435,255736518850000.0,66099.0,999691.0,0.5731 +2013-02-06,AXISBANK,EQ,1459.15,1467.85,1470.0,1456.15,1465.55,1460.1,1460.21,1319530,192679360540000.0,44178.0,831013.0,0.6298 +2013-02-07,AXISBANK,EQ,1460.1,1457.1,1482.0,1456.0,1460.1,1460.55,1464.21,1738190,254506716735000.0,82156.0,1046401.0,0.6020000000000001 +2013-02-08,AXISBANK,EQ,1460.55,1459.0,1470.85,1445.55,1457.0,1450.8,1456.27,2222388,323640561210000.0,83876.0,1491316.0,0.6709999999999999 +2013-02-11,AXISBANK,EQ,1450.8,1453.25,1499.0,1453.25,1494.9,1494.1,1489.33,5329501,793737799895000.0,113072.0,3504958.0,0.6577 +2013-02-12,AXISBANK,EQ,1494.1,1496.0,1504.4,1472.0,1485.5,1482.95,1488.31,2172257,323298873225000.0,59817.0,1275212.0,0.5870000000000001 +2013-02-13,AXISBANK,EQ,1482.95,1485.1,1492.65,1472.95,1478.1,1477.55,1479.72,888424,131461838325000.0,46146.0,459055.0,0.5167 +2013-02-14,AXISBANK,EQ,1477.55,1481.25,1484.25,1425.0,1433.25,1432.3,1445.2,2708579,391444056615000.0,74503.0,1764192.0,0.6513 +2013-02-15,AXISBANK,EQ,1432.3,1432.0,1454.85,1420.1,1446.0,1449.3,1436.9,1707642,245371561140000.0,50600.0,921341.0,0.5395000000000001 +2013-02-18,AXISBANK,EQ,1449.3,1449.0,1449.0,1425.0,1432.6,1432.05,1432.54,1085936,155564565520000.0,47504.0,632503.0,0.5824 +2013-02-19,AXISBANK,EQ,1432.05,1435.05,1445.75,1425.0,1439.65,1439.4,1434.9,736093,105622314955000.0,24002.0,293379.0,0.3986 +2013-02-20,AXISBANK,EQ,1439.4,1446.9,1454.7,1435.55,1435.6,1439.4,1443.44,668691,96521254095000.0,26734.0,198641.0,0.29710000000000003 +2013-02-21,AXISBANK,EQ,1439.4,1422.1,1434.6,1399.0,1410.2,1404.8,1412.39,1760890,248705652450000.0,78040.0,1054538.0,0.5989 +2013-02-22,AXISBANK,EQ,1404.8,1405.2,1422.0,1404.1,1413.0,1411.9,1412.12,1099389,155246994330000.0,53708.0,463756.0,0.4218 +2013-02-25,AXISBANK,EQ,1411.9,1407.35,1416.4,1392.7,1402.1,1401.15,1404.89,1209276,169889611275000.0,97641.0,610579.0,0.5049 +2013-02-26,AXISBANK,EQ,1401.15,1401.0,1401.0,1360.5,1370.7,1367.75,1378.87,1066738,147089659090000.0,65945.0,376961.0,0.35340000000000005 +2013-02-27,AXISBANK,EQ,1367.75,1368.6,1410.0,1368.6,1401.75,1400.0,1391.83,1593619,221804338200000.0,60502.0,893633.0,0.5608 +2013-02-28,AXISBANK,EQ,1400.0,1410.75,1417.0,1333.95,1344.9,1344.15,1364.56,2680376,365752154485000.0,78186.0,1590271.0,0.5933 +2013-03-01,AXISBANK,EQ,1344.15,1345.0,1378.0,1318.85,1361.5,1363.7,1346.34,2718726,366034111985000.0,86641.0,1358507.0,0.4997 +2013-03-04,AXISBANK,EQ,1363.7,1358.45,1383.35,1347.05,1375.5,1368.9,1358.11,1465609,199046073915000.0,53129.0,777503.0,0.5305 +2013-03-05,AXISBANK,EQ,1368.9,1375.0,1408.75,1374.7,1404.35,1403.2,1390.55,1559831,216902173894999.97,56549.0,859808.0,0.5512 +2013-03-06,AXISBANK,EQ,1403.2,1410.5,1414.95,1390.0,1397.85,1402.15,1401.23,1612611,225964366730000.03,50567.0,878955.0,0.5451 +2013-03-07,AXISBANK,EQ,1402.15,1390.05,1406.7,1383.5,1404.95,1403.3,1392.93,1094407,152443155360000.0,62725.0,610908.0,0.5582 +2013-03-08,AXISBANK,EQ,1403.3,1410.0,1418.0,1402.4,1410.05,1407.0,1408.12,1180690,166254921600000.0,48450.0,603592.0,0.5112 +2013-03-11,AXISBANK,EQ,1407.0,1411.0,1427.7,1391.75,1393.0,1401.2,1413.62,1748010,247101325065000.0,74209.0,811302.0,0.46409999999999996 +2013-03-12,AXISBANK,EQ,1401.2,1399.0,1401.9,1378.0,1383.0,1384.75,1389.58,1019709,141696286220000.0,32688.0,382876.0,0.3755 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+2013-05-16,AXISBANK,EQ,1508.7,1502.3,1540.0,1501.45,1529.15,1530.9,1531.35,1157474,177249714840000.0,45698.0,450458.0,0.38920000000000005 +2013-05-17,AXISBANK,EQ,1530.9,1530.0,1540.95,1515.0,1532.6,1535.25,1528.03,1225573,187270937815000.0,44013.0,476866.0,0.3891 +2013-05-20,AXISBANK,EQ,1535.25,1538.7,1549.9,1524.55,1531.9,1529.7,1536.12,1421937,218426213355000.03,41944.0,650909.0,0.45780000000000004 +2013-05-21,AXISBANK,EQ,1529.7,1525.25,1545.0,1515.0,1522.5,1520.55,1527.85,891427,136196399809999.98,35988.0,229672.0,0.2576 +2013-05-22,AXISBANK,EQ,1520.55,1527.0,1531.0,1498.1,1517.55,1512.95,1516.45,886069,134367951265000.02,33150.0,202865.0,0.22890000000000002 +2013-05-23,AXISBANK,EQ,1512.95,1485.1,1502.85,1447.4,1455.0,1455.2,1457.3,3525797,513814082335000.06,62731.0,2620992.0,0.7434000000000001 +2013-05-24,AXISBANK,EQ,1455.2,1467.0,1481.75,1435.55,1462.85,1461.2,1465.91,2270834,332883961615000.0,55536.0,1074836.0,0.4733 +2013-05-27,AXISBANK,EQ,1461.2,1460.0,1488.0,1445.0,1471.7,1478.15,1466.99,1015964,149040750170000.0,65765.0,380203.0,0.37420000000000003 +2013-05-28,AXISBANK,EQ,1478.15,1475.5,1483.7,1458.05,1468.35,1468.5,1470.5,1267727,186419376000000.0,67921.0,617531.0,0.48710000000000003 +2013-05-29,AXISBANK,EQ,1468.5,1469.0,1469.0,1443.5,1457.55,1459.6,1455.02,996802,145036724440000.0,42092.0,473493.0,0.47500000000000003 +2013-05-30,AXISBANK,EQ,1459.6,1449.3,1464.4,1418.15,1428.0,1432.7,1437.71,3945835,567295490845000.0,97981.0,2506558.0,0.6352000000000001 +2013-05-31,AXISBANK,EQ,1432.7,1425.0,1438.65,1411.0,1431.0,1430.55,1426.53,1387998,198001948015000.0,81386.0,590455.0,0.4254 +2013-06-03,AXISBANK,EQ,1430.55,1424.0,1438.0,1410.0,1430.0,1430.85,1424.48,1127820,160656137025000.0,49034.0,372211.0,0.33 +2013-06-04,AXISBANK,EQ,1430.85,1430.0,1444.0,1387.0,1395.0,1395.45,1415.46,1296263,183480744180000.0,47312.0,419441.0,0.3236 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+2013-07-04,AXISBANK,EQ,1277.85,1282.1,1293.0,1259.1,1267.9,1264.95,1274.94,1899430,242166121430000.03,73336.0,1012429.0,0.533 +2013-07-05,AXISBANK,EQ,1264.95,1271.8,1301.4,1269.0,1284.65,1288.05,1287.32,1157188,148966710010000.0,37472.0,319411.0,0.276 +2013-07-08,AXISBANK,EQ,1288.05,1279.0,1279.0,1246.0,1254.05,1252.55,1253.7,2156047,270302859594999.97,78818.0,1359624.0,0.6306 +2013-07-09,AXISBANK,EQ,1252.55,1265.0,1277.3,1260.0,1262.95,1264.35,1266.99,922854,116924275190000.02,40695.0,324854.0,0.35200000000000004 +2013-07-10,AXISBANK,EQ,1264.35,1269.0,1281.5,1249.85,1254.0,1256.75,1266.83,1068378,135345859234999.98,60307.0,492684.0,0.4612 +2013-07-11,AXISBANK,EQ,1256.75,1281.0,1299.9,1277.25,1285.15,1287.75,1290.68,918658,118569323500000.0,33805.0,290766.0,0.3165 +2013-07-12,AXISBANK,EQ,1287.75,1296.0,1298.5,1271.0,1296.0,1291.55,1284.3,1057439,135806819095000.0,64068.0,538480.0,0.5092 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+2013-11-18,AXISBANK,EQ,1097.1,1119.5,1142.25,1116.35,1137.65,1139.85,1129.04,2973859,335760211920000.0,98064.0,1241693.0,0.4175 +2013-11-19,AXISBANK,EQ,1139.85,1147.0,1149.8,1128.1,1134.0,1135.05,1139.18,3037305,346004345910000.0,71129.0,1256125.0,0.4136 +2013-11-20,AXISBANK,EQ,1135.05,1124.0,1155.9,1120.0,1121.0,1131.45,1137.45,2307244,262437896085000.0,64907.0,455102.0,0.1972 +2013-11-21,AXISBANK,EQ,1131.45,1117.9,1118.0,1078.7,1094.0,1086.3,1093.91,3234108,353781600035000.0,108164.0,1126684.0,0.34840000000000004 +2013-11-22,AXISBANK,EQ,1086.3,1100.0,1106.35,1077.4,1087.0,1082.25,1091.77,2293015,250344592880000.03,71240.0,474115.0,0.2068 +2013-11-25,AXISBANK,EQ,1082.25,1092.0,1125.0,1090.1,1116.5,1115.45,1113.28,2145437,238847125285000.0,57150.0,589977.0,0.275 +2013-11-26,AXISBANK,EQ,1115.45,1119.0,1127.8,1109.25,1116.0,1116.1,1118.22,1464931,163811088790000.0,44031.0,262431.0,0.1791 +2013-11-27,AXISBANK,EQ,1116.1,1110.0,1130.75,1103.5,1127.9,1120.85,1114.3,1709805,190522718680000.0,59933.0,510640.0,0.2987 +2013-11-28,AXISBANK,EQ,1120.85,1135.6,1144.8,1113.5,1123.0,1120.25,1128.41,2181926,246210371680000.03,77821.0,561430.0,0.25730000000000003 +2013-11-29,AXISBANK,EQ,1120.25,1122.0,1159.9,1121.9,1158.0,1155.95,1146.88,1842077,211264117330000.0,49801.0,395784.0,0.21489999999999998 +2013-12-02,AXISBANK,EQ,1155.95,1159.8,1196.2,1158.0,1187.0,1190.75,1182.92,1797075,212579112525000.0,51176.0,341027.0,0.1898 +2013-12-03,AXISBANK,EQ,1190.75,1185.8,1200.0,1176.05,1197.9,1193.65,1188.63,1779818,211553683330000.0,51214.0,302012.0,0.1697 +2013-12-04,AXISBANK,EQ,1193.65,1186.05,1199.0,1181.2,1196.15,1191.05,1189.74,1649749,196276713900000.0,71852.0,331386.0,0.2009 +2013-12-05,AXISBANK,EQ,1191.05,1233.0,1249.95,1227.85,1238.1,1241.5,1238.42,2081073,257724564019999.97,61755.0,657323.0,0.3159 +2013-12-06,AXISBANK,EQ,1241.5,1238.6,1289.0,1232.25,1288.5,1279.75,1259.84,2219251,279589988590000.0,60787.0,553093.0,0.24920000000000003 +2013-12-09,AXISBANK,EQ,1279.75,1340.0,1342.6,1297.15,1300.15,1303.5,1312.02,2101693,275746696550000.0,55174.0,638911.0,0.304 +2013-12-10,AXISBANK,EQ,1303.5,1303.0,1303.0,1249.55,1268.0,1264.85,1271.89,1485500,188939686470000.0,44104.0,281206.0,0.1893 +2013-12-11,AXISBANK,EQ,1264.85,1252.0,1283.8,1240.15,1282.0,1273.2,1260.65,1830472,230759080865000.0,50095.0,239427.0,0.1308 +2013-12-12,AXISBANK,EQ,1273.2,1266.0,1269.3,1244.2,1247.85,1247.7,1254.79,1280700,160700337175000.0,39448.0,325748.0,0.2544 +2013-12-13,AXISBANK,EQ,1247.7,1230.0,1249.0,1220.05,1239.5,1239.8,1233.71,1595126,196791812035000.0,51723.0,313106.0,0.1963 +2013-12-16,AXISBANK,EQ,1239.8,1232.05,1271.9,1229.7,1256.5,1261.4,1257.97,1685364,212014245555000.0,44096.0,381397.0,0.2263 +2013-12-17,AXISBANK,EQ,1261.4,1271.15,1280.3,1248.35,1249.1,1256.1,1265.57,1363676,172583401230000.0,37270.0,297940.0,0.21850000000000003 +2013-12-18,AXISBANK,EQ,1256.1,1250.1,1305.0,1248.0,1286.0,1282.85,1280.16,2066127,264497464860000.0,55697.0,452630.0,0.21910000000000002 +2013-12-19,AXISBANK,EQ,1282.85,1295.8,1299.0,1243.0,1256.0,1257.0,1259.97,2244120,282752533275000.0,58401.0,588206.0,0.2621 +2013-12-20,AXISBANK,EQ,1257.0,1250.0,1284.0,1249.75,1274.6,1277.85,1270.7,1450476,184312336370000.0,42469.0,200988.0,0.1386 +2013-12-23,AXISBANK,EQ,1277.85,1281.0,1304.5,1281.0,1290.0,1291.25,1295.29,1164296,150809632035000.0,35014.0,272817.0,0.2343 +2013-12-24,AXISBANK,EQ,1291.25,1296.0,1298.0,1278.5,1283.0,1282.95,1285.98,1014069,130407202505000.0,26928.0,251834.0,0.2483 +2013-12-26,AXISBANK,EQ,1282.95,1287.8,1319.0,1279.15,1300.0,1297.05,1299.72,2694233,350175972260000.0,70321.0,602168.0,0.22350000000000003 +2013-12-27,AXISBANK,EQ,1297.05,1310.0,1314.3,1290.3,1293.25,1294.5,1301.76,1246436,162256275165000.0,36354.0,209397.0,0.168 +2013-12-30,AXISBANK,EQ,1294.5,1300.0,1306.0,1283.05,1286.5,1286.25,1292.65,1412969,182647507690000.0,39972.0,504973.0,0.35740000000000005 +2013-12-31,AXISBANK,EQ,1286.25,1291.95,1302.75,1276.4,1300.0,1299.55,1290.84,1273081,164334949445000.0,34941.0,374707.0,0.2943 +2014-01-01,AXISBANK,EQ,1299.55,1301.5,1305.0,1288.2,1293.25,1292.2,1293.87,569885,73735626165000.0,17853.0,81391.0,0.1428 +2014-01-02,AXISBANK,EQ,1292.2,1292.0,1325.0,1263.35,1264.95,1272.3,1301.48,2594412,337658278290000.0,71619.0,777058.0,0.2995 +2014-01-03,AXISBANK,EQ,1272.3,1258.0,1269.5,1245.6,1264.15,1260.9,1256.26,2403748,301972212955000.0,87664.0,1030566.0,0.42869999999999997 +2014-01-06,AXISBANK,EQ,1260.9,1257.55,1262.0,1241.6,1257.0,1256.3,1251.92,1836289,229887895794999.97,52814.0,943112.0,0.5136000000000001 +2014-01-07,AXISBANK,EQ,1256.3,1257.5,1265.8,1215.5,1235.0,1234.25,1231.23,3020062,371837771515000.0,112267.0,1305619.0,0.43229999999999996 +2014-01-08,AXISBANK,EQ,1234.25,1240.0,1245.0,1207.15,1208.1,1211.75,1218.72,2780369,338848995260000.0,82520.0,1265801.0,0.45530000000000004 +2014-01-09,AXISBANK,EQ,1211.75,1205.0,1210.55,1176.2,1185.6,1184.85,1188.06,5110747,607186643215000.0,172403.0,3182598.0,0.6227 +2014-01-10,AXISBANK,EQ,1184.85,1193.95,1196.55,1158.9,1166.0,1164.05,1171.74,3975548,465829047575000.0,122576.0,2067106.0,0.52 +2014-01-13,AXISBANK,EQ,1164.05,1165.0,1200.0,1165.0,1194.9,1184.9,1177.55,1694072,199484880910000.0,68887.0,658717.0,0.38880000000000003 +2014-01-14,AXISBANK,EQ,1184.9,1185.0,1193.55,1169.25,1176.9,1177.05,1179.67,2420113,285492729440000.0,110464.0,1416160.0,0.5852 +2014-01-15,AXISBANK,EQ,1177.05,1185.0,1188.0,1166.4,1183.0,1178.3,1176.45,2840552,334178128885000.0,86131.0,1329088.0,0.4679 +2014-01-16,AXISBANK,EQ,1178.3,1185.0,1197.5,1168.7,1173.75,1176.15,1182.93,3795978,449038074789999.94,117326.0,1263193.0,0.33280000000000004 +2014-01-17,AXISBANK,EQ,1176.15,1178.0,1188.0,1145.0,1149.75,1152.95,1160.37,3786564,439380049064999.94,90114.0,2267782.0,0.5989 +2014-01-20,AXISBANK,EQ,1152.95,1142.7,1168.0,1132.3,1160.55,1163.2,1150.92,1975048,227312826530000.03,67315.0,651939.0,0.3301 +2014-01-21,AXISBANK,EQ,1163.2,1164.9,1192.2,1158.5,1188.8,1188.55,1174.92,2195982,258010657219999.97,100972.0,856281.0,0.3899 +2014-01-22,AXISBANK,EQ,1188.55,1186.0,1202.4,1173.1,1183.0,1188.85,1188.42,2367932,281409841594999.97,104981.0,930271.0,0.3929 +2014-01-23,AXISBANK,EQ,1188.85,1183.25,1220.2,1181.35,1214.9,1216.0,1203.25,3005432,361627620585000.0,114967.0,1478984.0,0.49210000000000004 +2014-01-24,AXISBANK,EQ,1216.0,1203.0,1228.8,1195.0,1201.0,1204.6,1211.36,2812868,340739581305000.0,90440.0,993310.0,0.3531 +2014-01-27,AXISBANK,EQ,1204.6,1176.0,1183.6,1155.0,1156.95,1161.1,1169.77,2175910,254530850930000.03,78378.0,920622.0,0.42310000000000003 +2014-01-28,AXISBANK,EQ,1161.1,1157.0,1179.0,1115.3,1119.5,1121.75,1140.87,2530271,288669803115000.0,68716.0,700181.0,0.2767 +2014-01-29,AXISBANK,EQ,1121.75,1130.3,1149.95,1121.2,1143.55,1140.25,1136.23,2185105,248277927250000.0,80526.0,850398.0,0.38920000000000005 +2014-01-30,AXISBANK,EQ,1140.25,1123.0,1128.7,1105.0,1112.65,1108.8,1115.4,2295500,256039428394999.97,75517.0,1205075.0,0.525 +2014-01-31,AXISBANK,EQ,1108.8,1113.2,1127.0,1110.35,1123.0,1122.95,1119.55,1144558,128138445265000.02,49438.0,262691.0,0.2295 +2014-02-03,AXISBANK,EQ,1122.95,1112.1,1133.9,1110.7,1124.0,1123.9,1124.64,1386338,155913008850000.0,53421.0,477010.0,0.34409999999999996 +2014-02-04,AXISBANK,EQ,1123.9,1106.75,1127.35,1101.0,1126.0,1121.8,1114.6,1709081,190493584160000.0,57903.0,496452.0,0.29050000000000004 +2014-02-05,AXISBANK,EQ,1121.8,1125.0,1130.0,1111.5,1121.0,1123.7,1121.57,1461310,163895871245000.0,65402.0,438504.0,0.30010000000000003 +2014-02-06,AXISBANK,EQ,1123.7,1125.1,1136.0,1098.55,1108.0,1102.95,1111.79,2064960,229579166394999.97,68579.0,727256.0,0.3522 +2014-02-07,AXISBANK,EQ,1102.95,1120.05,1129.4,1110.7,1126.0,1125.45,1119.63,1252519,140235240745000.0,42590.0,389500.0,0.311 +2014-02-10,AXISBANK,EQ,1125.45,1131.95,1139.4,1112.05,1120.0,1118.95,1127.22,879377,99124950800000.0,26023.0,241207.0,0.2743 +2014-02-11,AXISBANK,EQ,1118.95,1123.35,1131.8,1116.4,1121.0,1120.95,1123.88,914443,102772606765000.0,37319.0,353858.0,0.387 +2014-02-12,AXISBANK,EQ,1120.95,1130.0,1133.0,1114.35,1119.4,1119.6,1126.05,1476819,166296960250000.0,47459.0,736559.0,0.4987 +2014-02-13,AXISBANK,EQ,1119.6,1120.2,1124.8,1096.5,1098.0,1101.5,1113.17,1179872,131339936970000.0,50633.0,574491.0,0.4869 +2014-02-14,AXISBANK,EQ,1101.5,1109.0,1111.0,1082.6,1106.05,1103.05,1098.32,1755687,192829881470000.0,92033.0,653380.0,0.3722 +2014-02-17,AXISBANK,EQ,1103.05,1111.0,1120.0,1105.0,1116.6,1115.25,1112.88,788239,87721814435000.0,30791.0,203176.0,0.25780000000000003 +2014-02-18,AXISBANK,EQ,1115.25,1115.0,1176.5,1108.55,1163.0,1165.4,1150.48,2136977,245854977269999.97,76297.0,640970.0,0.2999 +2014-02-19,AXISBANK,EQ,1165.4,1164.5,1178.0,1158.0,1162.95,1166.15,1167.72,1401475,163653058180000.0,52174.0,476245.0,0.3398 +2014-02-20,AXISBANK,EQ,1166.15,1154.0,1171.9,1146.45,1156.0,1157.85,1157.27,1954784,226221004625000.0,50875.0,915868.0,0.4685 +2014-02-21,AXISBANK,EQ,1157.85,1160.0,1198.0,1160.0,1193.95,1193.35,1184.94,1861962,220630419694999.97,84378.0,746005.0,0.4007 +2014-02-24,AXISBANK,EQ,1193.35,1185.0,1244.9,1182.95,1236.5,1238.2,1224.72,2562362,313817042875000.0,102601.0,954999.0,0.37270000000000003 +2014-02-25,AXISBANK,EQ,1238.2,1241.0,1251.0,1225.15,1232.7,1236.75,1238.02,1901309,235385174600000.0,67929.0,507848.0,0.2671 +2014-02-26,AXISBANK,EQ,1236.75,1232.0,1247.0,1228.2,1238.95,1239.25,1237.76,1876039,232208037215000.0,81586.0,863169.0,0.4601 +2014-02-28,AXISBANK,EQ,1239.25,1240.5,1271.6,1238.1,1268.8,1267.05,1259.58,1873251,235951656819999.97,67432.0,796169.0,0.425 +2014-03-03,AXISBANK,EQ,1267.05,1260.0,1285.7,1247.6,1253.6,1255.5,1264.64,1931195,244226297655000.03,66455.0,676408.0,0.3503 +2014-03-04,AXISBANK,EQ,1255.5,1255.0,1304.9,1255.0,1297.9,1293.55,1287.48,2389455,307636922030000.0,81319.0,833432.0,0.34880000000000005 +2014-03-05,AXISBANK,EQ,1293.55,1300.0,1314.2,1294.05,1300.5,1307.65,1304.42,2642792,344731656720000.0,85414.0,1125896.0,0.42600000000000005 +2014-03-06,AXISBANK,EQ,1307.65,1307.9,1335.0,1307.0,1333.5,1329.5,1322.26,1988376,262915919750000.0,80799.0,866815.0,0.43590000000000007 +2014-03-07,AXISBANK,EQ,1329.5,1334.0,1423.65,1329.3,1409.05,1406.8,1393.92,4716790,657481037670000.0,155180.0,2103595.0,0.446 +2014-03-10,AXISBANK,EQ,1406.8,1392.0,1441.8,1392.0,1429.5,1426.55,1423.14,3382373,481357465435000.06,109821.0,1425431.0,0.4214 +2014-03-11,AXISBANK,EQ,1426.55,1426.0,1453.0,1410.05,1424.5,1417.5,1432.19,3966087,568020278575000.0,139997.0,1698075.0,0.42810000000000004 +2014-03-12,AXISBANK,EQ,1417.5,1417.5,1424.9,1392.05,1396.4,1397.9,1404.84,2149409,301956977440000.0,61717.0,807247.0,0.37560000000000004 +2014-03-13,AXISBANK,EQ,1397.9,1409.9,1425.0,1375.05,1384.85,1381.15,1404.15,2106791,295824534915000.0,63274.0,906142.0,0.4301 +2014-03-14,AXISBANK,EQ,1381.15,1371.0,1371.0,1331.0,1348.85,1354.9,1348.92,2742319,369918017680000.0,83162.0,1359503.0,0.49570000000000003 +2014-03-18,AXISBANK,EQ,1354.9,1365.0,1383.0,1342.9,1344.4,1349.1,1364.46,1894702,258524610744999.97,74856.0,799799.0,0.42210000000000003 +2014-03-19,AXISBANK,EQ,1349.1,1358.0,1398.95,1351.35,1368.3,1385.55,1379.15,4037831,556876625245000.0,101530.0,1980487.0,0.4905 +2014-03-20,AXISBANK,EQ,1385.55,1361.5,1383.4,1345.75,1355.45,1357.35,1365.84,2582976,352793519135000.0,100618.0,963775.0,0.37310000000000004 +2014-03-21,AXISBANK,EQ,1357.35,1335.0,1411.95,1322.1,1392.4,1394.25,1367.7,12970884,1774031496990000.2,229045.0,3683957.0,0.284 +2014-03-22,AXISBANK,EQ,1394.25,1393.1,1396.0,1378.9,1391.2,1389.2,1388.52,346269,48080155105000.0,10631.0,25976.0,0.075 +2014-03-24,AXISBANK,EQ,1389.2,1401.9,1425.0,1394.25,1409.3,1410.7,1412.96,3118889,440688042089999.94,102593.0,1295498.0,0.4154 +2014-03-25,AXISBANK,EQ,1410.7,1411.4,1420.95,1396.15,1398.75,1400.9,1407.46,1682522,236808066325000.0,60225.0,718478.0,0.42700000000000005 +2014-03-26,AXISBANK,EQ,1400.9,1411.55,1437.6,1405.85,1425.45,1430.1,1421.23,2771396,393878212450000.0,94764.0,1584618.0,0.5718 +2014-03-27,AXISBANK,EQ,1430.1,1430.0,1468.9,1416.0,1430.0,1429.95,1441.58,4290428,618498029445000.0,110726.0,2366004.0,0.5515 +2014-03-28,AXISBANK,EQ,1429.95,1434.8,1469.9,1430.05,1466.0,1461.95,1452.8,2091296,303824281310000.0,87528.0,936081.0,0.4476 +2014-03-31,AXISBANK,EQ,1461.95,1471.0,1475.0,1450.1,1460.0,1460.5,1459.43,2108678,307746287640000.0,99832.0,961828.0,0.4561 +2014-04-01,AXISBANK,EQ,1460.5,1470.0,1478.9,1453.55,1469.4,1468.5,1465.34,2221240,325487050310000.0,81981.0,933304.0,0.4202 +2014-04-02,AXISBANK,EQ,1468.5,1458.0,1474.65,1437.4,1467.2,1467.15,1455.46,1383806,201406801795000.0,39521.0,298940.0,0.21600000000000003 +2014-04-03,AXISBANK,EQ,1467.15,1468.9,1468.9,1428.1,1432.5,1434.85,1444.37,1114461,160969672860000.0,35638.0,348567.0,0.3128 +2014-04-04,AXISBANK,EQ,1434.85,1430.0,1450.5,1418.0,1428.0,1428.15,1435.68,1641960,235733039810000.0,36046.0,634296.0,0.38630000000000003 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+2014-04-21,AXISBANK,EQ,1464.65,1470.0,1510.0,1469.0,1505.55,1503.8,1494.33,1132035,169163541255000.0,35193.0,394161.0,0.3482 +2014-04-22,AXISBANK,EQ,1503.8,1506.0,1511.8,1488.1,1502.0,1500.1,1500.04,994573,149189464480000.0,33416.0,200132.0,0.20120000000000002 +2014-04-23,AXISBANK,EQ,1500.1,1492.0,1533.85,1492.0,1518.3,1519.8,1520.7,1633806,248452352565000.0,40120.0,516486.0,0.3161 +2014-04-25,AXISBANK,EQ,1519.8,1522.0,1548.0,1501.15,1543.6,1532.7,1526.74,2457432,375186724065000.0,64909.0,636561.0,0.259 +2014-04-28,AXISBANK,EQ,1532.7,1550.0,1554.8,1525.0,1535.0,1529.55,1537.85,1773777,272780074144999.97,49066.0,496541.0,0.2799 +2014-04-29,AXISBANK,EQ,1529.55,1536.0,1544.95,1507.7,1525.95,1528.4,1527.62,1196919,182843969320000.0,35688.0,262733.0,0.2195 +2014-04-30,AXISBANK,EQ,1528.4,1537.9,1548.5,1497.15,1520.1,1517.2,1530.5,1334637,204265808725000.0,39399.0,296189.0,0.22190000000000001 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+2014-05-13,AXISBANK,EQ,1646.55,1675.0,1682.0,1640.0,1642.05,1648.75,1661.27,1868632,310431048270000.0,52946.0,443146.0,0.2371 +2014-05-14,AXISBANK,EQ,1648.75,1652.0,1670.0,1630.35,1632.0,1636.5,1644.95,1342412,220819405630000.03,40745.0,457964.0,0.3412 +2014-05-15,AXISBANK,EQ,1636.5,1640.0,1674.9,1639.05,1660.0,1664.05,1663.47,1577798,262462174819999.97,42146.0,397847.0,0.2522 +2014-05-16,AXISBANK,EQ,1664.05,1750.0,1849.05,1684.0,1759.75,1755.0,1773.38,3855077,683652985325000.0,95668.0,973546.0,0.2525 +2014-05-19,AXISBANK,EQ,1755.0,1777.0,1899.4,1777.0,1861.0,1859.6,1824.42,2309376,421326791030000.0,74832.0,902760.0,0.3909 +2014-05-20,AXISBANK,EQ,1859.6,1870.0,1892.8,1841.05,1850.0,1856.95,1867.27,1241464,231814653219999.97,49481.0,207499.0,0.1671 +2014-05-21,AXISBANK,EQ,1856.95,1858.0,1867.2,1810.05,1814.0,1815.15,1833.45,1068753,195950795045000.0,34186.0,231411.0,0.2165 +2014-05-22,AXISBANK,EQ,1815.15,1829.0,1858.0,1805.1,1840.0,1841.65,1838.49,889382,163511547120000.0,31584.0,153082.0,0.1721 +2014-05-23,AXISBANK,EQ,1841.65,1846.25,1873.45,1840.0,1869.0,1864.5,1854.16,1170628,217053606660000.0,30678.0,466542.0,0.3985 +2014-05-26,AXISBANK,EQ,1864.5,1877.0,1928.8,1848.0,1870.0,1872.95,1897.82,1743052,330800006615000.0,57675.0,429095.0,0.2462 +2014-05-27,AXISBANK,EQ,1872.95,1859.1,1872.3,1830.05,1849.0,1849.05,1845.22,933085,172174946120000.0,37945.0,220270.0,0.2361 +2014-05-28,AXISBANK,EQ,1849.05,1849.05,1875.0,1825.25,1870.3,1859.9,1847.73,1190020,219883473760000.0,37624.0,445438.0,0.3743 +2014-05-29,AXISBANK,EQ,1859.9,1859.0,1893.4,1850.5,1861.0,1865.7,1869.04,2111082,394569250520000.0,45607.0,769507.0,0.36450000000000005 +2014-05-30,AXISBANK,EQ,1865.7,1869.0,1869.0,1824.0,1828.0,1836.15,1841.91,778118,143322698485000.0,29141.0,195848.0,0.25170000000000003 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+2014-06-11,AXISBANK,EQ,1932.5,1936.05,1968.5,1928.0,1933.1,1940.8,1946.98,974072,189649571410000.0,31668.0,261845.0,0.2688 +2014-06-12,AXISBANK,EQ,1940.8,1924.0,1928.0,1892.45,1904.75,1902.75,1908.42,838530,160026454335000.0,33036.0,187052.0,0.2231 +2014-06-13,AXISBANK,EQ,1902.75,1899.0,1907.9,1810.7,1814.9,1818.0,1855.45,1255370,232927683630000.03,43720.0,340251.0,0.271 +2014-06-16,AXISBANK,EQ,1818.0,1812.0,1822.0,1750.0,1771.9,1773.1,1776.82,1370397,243494430155000.03,46333.0,345480.0,0.2521 +2014-06-17,AXISBANK,EQ,1773.1,1770.0,1848.0,1760.55,1843.8,1839.6,1808.83,1598198,289086603220000.0,50155.0,358809.0,0.2245 +2014-06-18,AXISBANK,EQ,1839.6,1845.0,1875.9,1823.05,1846.35,1848.5,1853.26,1938025,359166652065000.0,62187.0,568821.0,0.29350000000000004 +2014-06-19,AXISBANK,EQ,1848.5,1852.1,1867.0,1826.3,1841.0,1841.8,1844.49,1028349,189677908415000.0,40936.0,275095.0,0.2675 +2014-06-20,AXISBANK,EQ,1841.8,1830.0,1883.7,1828.0,1865.05,1866.35,1865.99,1167714,217894276180000.03,44582.0,247386.0,0.2119 +2014-06-23,AXISBANK,EQ,1866.35,1862.0,1889.95,1855.05,1885.3,1882.95,1874.82,1069662,200542314780000.0,34125.0,339389.0,0.3173 +2014-06-24,AXISBANK,EQ,1882.95,1881.0,1930.0,1881.0,1927.95,1925.0,1915.64,1080274,206941088885000.0,35007.0,265039.0,0.24530000000000002 +2014-06-25,AXISBANK,EQ,1925.0,1934.0,1934.0,1905.0,1912.75,1912.7,1913.91,829983,158851441240000.0,22081.0,244734.0,0.2949 +2014-06-26,AXISBANK,EQ,1912.7,1915.25,1939.0,1907.7,1925.0,1927.6,1925.13,1188827,228864100555000.03,36148.0,444226.0,0.3737 +2014-06-27,AXISBANK,EQ,1927.6,1928.45,1936.7,1900.2,1914.85,1909.2,1916.78,901060,172713521205000.0,31321.0,208453.0,0.2313 +2014-06-30,AXISBANK,EQ,1909.2,1932.0,1950.0,1911.0,1917.2,1918.85,1930.52,977483,188705145080000.0,25539.0,333750.0,0.34140000000000004 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+2014-07-10,AXISBANK,EQ,1873.6,1875.1,1938.6,1825.05,1855.5,1862.05,1877.53,1771452,332594832455000.0,47685.0,552885.0,0.3121 +2014-07-11,AXISBANK,EQ,1862.05,1860.1,1875.2,1807.6,1823.0,1816.65,1844.08,1021170,188312243275000.0,41037.0,284666.0,0.2788 +2014-07-14,AXISBANK,EQ,1816.65,1817.8,1860.85,1807.3,1845.2,1846.6,1838.71,659397,121243779630000.0,24874.0,155404.0,0.23570000000000002 +2014-07-15,AXISBANK,EQ,1846.6,1854.85,1903.45,1852.0,1899.6,1898.9,1878.54,711517,133661168420000.0,23747.0,126521.0,0.1778 +2014-07-16,AXISBANK,EQ,1898.9,1932.4,1975.0,1906.05,1975.0,1963.8,1939.92,1224032,237452551365000.0,38764.0,316271.0,0.2584 +2014-07-17,AXISBANK,EQ,1963.8,1970.0,1971.0,1946.2,1954.0,1954.2,1957.02,722632,141420483825000.0,25194.0,156534.0,0.21660000000000001 +2014-07-18,AXISBANK,EQ,1954.2,1945.0,2009.85,1932.5,1998.95,1995.8,1975.17,1300062,256784311380000.03,45910.0,224764.0,0.1729 +2014-07-21,AXISBANK,EQ,1995.8,2014.0,2038.0,2002.6,2017.35,2023.35,2020.31,1150188,232373656440000.0,39647.0,261492.0,0.2273 +2014-07-22,AXISBANK,EQ,2023.35,2034.4,2035.65,2002.2,2022.55,2016.3,2020.25,1104627,223162085805000.03,38602.0,177454.0,0.1606 +2014-07-23,AXISBANK,EQ,2016.3,2018.8,2043.05,1984.0,2002.25,2000.05,2008.17,1739747,349369909645000.0,55741.0,312580.0,0.1797 +2014-07-24,AXISBANK,EQ,2000.05,2000.0,2010.9,1982.5,1998.3,1996.7,1994.55,965779,192629071340000.0,31958.0,340001.0,0.35200000000000004 +2014-07-25,AXISBANK,EQ,1996.7,1999.0,2009.0,1971.35,1986.75,1985.75,1988.58,855596,170142533070000.0,29526.0,310772.0,0.3632 +2014-07-28,AXISBANK,EQ,1985.75,403.45,407.35,393.6,396.2,395.35,401.25,5838272,234261155150000.0,80259.0,2114320.0,0.36210000000000003 +2014-07-30,AXISBANK,EQ,395.35,399.9,403.7,392.15,401.5,401.7,398.03,3945078,157025579465000.0,47254.0,1594447.0,0.4042 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