{ "cells": [ { "cell_type": "markdown", "id": "cell-00", "metadata": {}, "source": [ "# Online Retail II: cohort retention and revenue\n", "\n", "**Audience.** An analyst who wants the descriptive half of `clvkit`, which reports\n", "what the transaction log already says before any model is fit.\n", "\n", "**Prerequisites.** `uv sync`, plus network access on the first run. This notebook\n", "downloads the UCI *Online Retail II* dataset, 43 MB, and caches it under\n", "`examples/data/`. Later runs are offline.\n", "\n", "**Data.** [UCI Machine Learning Repository — Online Retail II](https://archive.ics.uci.edu/dataset/502/online+retail+ii),\n", "licensed [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). CDNOW, used by\n", "the other examples, ships in the repository; this is the one dataset not vendored,\n", "so grab it from that page if you'd rather not let the notebook fetch it. Section 1\n", "downloads and caches it automatically.\n", "\n", "**Learning goals.** By the end you can:\n", "\n", "1. Say what a cohort is, and build a cohort matrix by hand on six customers.\n", "2. Clean a real retail log into the `(customer_id, date, amount)` contract every\n", " clvkit entry point consumes.\n", "3. Build a `CohortMatrix` of retention and one of revenue, and read the triangle.\n", "4. Say why an unobserved cell is `NaN` and never `0`, and why that distinction is\n", " the reason the chart can be trusted.\n", "\n", "Nothing below assumes you've built a cohort matrix before. Section 0 builds one\n", "from six invented customers you can check by counting, and only then does the real\n", "dataset arrive.\n", "\n", "If you're coming from `examples/cdnow_clv.ipynb`, none of the BTYD vocabulary\n", "carries over. There's no model here, no likelihood, and no `recency`." ] }, { "cell_type": "markdown", "id": "cell-01", "metadata": {}, "source": [ "## Outline\n", "\n", "0. What a cohort matrix is, on six customers\n", "1. Fetch and cache the dataset\n", "2. Line items to the transaction-log contract\n", "3. Retention, and the triangle\n", "4. Revenue, the same pivot with a different cell\n", "5. Relative against absolute, and getting the data out\n", "6. Exercise" ] }, { "cell_type": "markdown", "id": "cell-02", "metadata": {}, "source": [ "## 0. What a cohort matrix is, on six customers\n", "\n", "### The idea\n", "\n", "\"Retention was 34% last month\" is a number that can't be acted on, because it\n", "mixes customers who arrived two years ago with customers who arrived in March. A\n", "**cohort** unmixes them: everyone who made their first purchase in the same period\n", "is grouped together and followed forward on their own clock.\n", "\n", "That gives a table with a specific shape:\n", "\n", "- one **row per acquisition cohort**, labelled by the period of first purchase\n", "- one **column per `period_number`**, meaning whole periods elapsed *since that\n", " cohort's own start*, so column 0 is always the cohort's own period\n", "- one number per cell, either how many of them were active or how much they spent\n", "\n", "Because each row runs on its own clock, the same column means \"one month in\" for\n", "every cohort, whether that cohort started in 2009 or in 2011. That's the whole\n", "trick, and it's why the columns are comparable down a page.\n", "\n", "### The glossary\n", "\n", "| Term | What it means here | Watch out |\n", "| --- | --- | --- |\n", "| **Acquisition cohort** | Every customer whose *first* observed purchase falls in the same period. | Assigned once, from the log. A customer never changes cohort. |\n", "| **`period_number`** | Whole periods elapsed since the cohort's own period. | Column 0 is the cohort's own period, so relative column 0 is always 1.0. |\n", "| **Retention cell** | Distinct customers of that cohort active in that period. | A customer buying three times in one month counts once. |\n", "| **Revenue cell** | Total spend by that cohort in that period. | A sum, so one big order moves it. Retention wouldn't budge. |\n", "| **Relative view** | Each row divided by its own column 0. | The comparable view, since cohorts differ in size. |\n", "| **Absolute view** | Raw counts or raw currency. | Answers \"how many\" and \"how much\", not \"how fast do they decay\". |\n", "| **The triangle** | Older cohorts have more observed columns, so the filled area is a triangle. | The empty corner is `NaN`, not `0`. That distinction is section 3. |\n", "\n", "There's no `fit()` anywhere in this notebook. Every cell is a count or a sum of\n", "things that already happened, so nothing here needs a model to be believed.\n", "\n", "### Build one by hand\n", "\n", "Six customers, four months, small enough to check by counting." ] }, { "cell_type": "code", "execution_count": 1, "id": "cell-03", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:01.383685Z", "iopub.status.busy": "2026-08-05T11:45:01.383604Z", "iopub.status.idle": "2026-08-05T11:45:02.091179Z", "shell.execute_reply": "2026-08-05T11:45:02.090774Z" } }, "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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
period_number0123
cohort
2024-013.01.01.01.0
2024-022.01.00.0NaN
2024-041.0NaNNaNNaN
\n", "
" ], "text/plain": [ "period_number 0 1 2 3\n", "cohort \n", "2024-01 3.0 1.0 1.0 1.0\n", "2024-02 2.0 1.0 0.0 NaN\n", "2024-04 1.0 NaN NaN NaN" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "\n", "from clvkit import CohortMatrix\n", "\n", "# Same role-based colours as the CDNOW notebook, validated as a set for\n", "# colour-vision deficiency. Here they identify cohorts rather than spans.\n", "SURFACE, INK, MUTED, GREY = \"#fcfcfb\", \"#0b0b0b\", \"#52514e\", \"#d8d7d2\"\n", "COHORT_COLOURS = [\"#2a78d6\", \"#eb6834\", \"#1baf7a\"]\n", "\n", "toy = pd.DataFrame(\n", " [\n", " (\"C1\", \"2024-01\"),\n", " (\"C1\", \"2024-02\"),\n", " (\"C1\", \"2024-04\"),\n", " (\"C2\", \"2024-01\"),\n", " (\"C3\", \"2024-01\"),\n", " (\"C3\", \"2024-03\"),\n", " (\"C4\", \"2024-02\"),\n", " (\"C4\", \"2024-03\"),\n", " (\"C5\", \"2024-02\"),\n", " (\"C6\", \"2024-04\"),\n", " ],\n", " columns=[\"customer_id\", \"month\"],\n", ").assign(date=lambda d: pd.to_datetime(d[\"month\"]), amount=10.0)\n", "\n", "toy_matrix = CohortMatrix.from_transactions(toy, period=\"M\", metric=\"retention\")\n", "toy_matrix.to_pandas()" ] }, { "cell_type": "markdown", "id": "cell-04", "metadata": {}, "source": [ "Check a few cells against the list above before reading on.\n", "\n", "Row `2024-01` holds C1, C2 and C3, so column 0 is 3. Column 1 is January's\n", "customers active in February, which is C1 alone, so 1. Column 3 is January's\n", "customers active in April, which is C1 again.\n", "\n", "Row `2024-02` holds C4 and C5. Column 2 is February's customers active in April,\n", "and neither of them bought in April, so that cell is **0**. They were watched and\n", "they didn't come.\n", "\n", "Row `2024-04` holds C6 alone. Columns 1 to 3 would be May, June and July, which\n", "haven't happened. Those cells are **NaN**, and they mean something completely\n", "different from the zero above them.\n", "\n", "The next cell draws both halves: the log on the left, the matrix it produces on\n", "the right." ] }, { "cell_type": "code", "execution_count": 2, "id": "cell-05", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:02.092419Z", "iopub.status.busy": "2026-08-05T11:45:02.092345Z", "iopub.status.idle": "2026-08-05T11:45:02.265187Z", "shell.execute_reply": "2026-08-05T11:45:02.264730Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "periods = pd.period_range(\"2024-01\", \"2024-04\", freq=\"M\")\n", "toy_period = toy[\"date\"].dt.to_period(\"M\")\n", "cohort_of = toy_period.groupby(toy[\"customer_id\"]).min()\n", "customers = sorted(toy[\"customer_id\"].unique(), key=lambda c: (cohort_of[c], c))\n", "colour_of = {p: COHORT_COLOURS[i] for i, p in enumerate(sorted(cohort_of.unique()))}\n", "\n", "fig, (left, right) = plt.subplots(1, 2, figsize=(12.5, 4.2), width_ratios=[1, 1.15])\n", "fig.patch.set_facecolor(SURFACE)\n", "\n", "# ---- left: the raw log -------------------------------------------------------\n", "left.set_facecolor(SURFACE)\n", "for row, cid in enumerate(customers):\n", " y = len(customers) - row - 1\n", " colour = colour_of[cohort_of[cid]]\n", " bought = toy_period[toy[\"customer_id\"] == cid]\n", " left.plot([0, len(periods) - 1], [y, y], color=GREY, lw=1, zorder=1)\n", " for p in bought:\n", " x = (p - periods[0]).n\n", " first = p == cohort_of[cid]\n", " left.scatter(\n", " x,\n", " y,\n", " s=190 if first else 110,\n", " color=colour,\n", " zorder=3,\n", " edgecolor=INK if first else SURFACE,\n", " linewidth=1.4,\n", " )\n", " left.text(-0.55, y, cid, va=\"center\", ha=\"right\", fontsize=10, color=INK)\n", "\n", "left.set_xticks(range(len(periods)), [str(p) for p in periods], fontsize=9)\n", "left.set_yticks([])\n", "left.set_xlim(-1.35, len(periods) - 0.6)\n", "left.set_ylim(-0.9, len(customers) - 0.4)\n", "left.set_title(\"The log: who bought when\", loc=\"left\", fontsize=11)\n", "left.text(\n", " -1.3,\n", " -0.62,\n", " \"ringed dot = first purchase, which fixes the cohort\",\n", " fontsize=8.5,\n", " color=MUTED,\n", ")\n", "for side in (\"top\", \"right\", \"left\", \"bottom\"):\n", " left.spines[side].set_visible(False)\n", "left.tick_params(colors=MUTED, length=0)\n", "\n", "# ---- right: the matrix it produces -------------------------------------------\n", "right.set_facecolor(SURFACE)\n", "grid = toy_matrix.to_pandas()\n", "for row, (cohort, values) in enumerate(grid.iterrows()):\n", " y = len(grid) - row - 1\n", " for col, value in enumerate(values):\n", " observed = pd.notna(value)\n", " right.add_patch(\n", " plt.Rectangle(\n", " (col - 0.44, y - 0.36),\n", " 0.88,\n", " 0.72,\n", " facecolor=colour_of[cohort] if observed else \"#ececea\",\n", " alpha=0.9 if observed else 1.0,\n", " edgecolor=SURFACE,\n", " linewidth=2,\n", " )\n", " )\n", " right.text(\n", " col,\n", " y,\n", " f\"{value:.0f}\" if observed else \"NaN\",\n", " ha=\"center\",\n", " va=\"center\",\n", " fontsize=11,\n", " color=\"white\" if observed else MUTED,\n", " fontweight=\"bold\" if observed else \"normal\",\n", " )\n", " right.text(-0.75, y, str(cohort), va=\"center\", ha=\"right\", fontsize=10, color=INK)\n", "\n", "right.set_xticks(range(grid.shape[1]), [str(c) for c in grid.columns], fontsize=9)\n", "right.set_yticks([])\n", "right.set_xlim(-1.9, grid.shape[1] - 0.4)\n", "right.set_ylim(-0.9, len(grid) - 0.4)\n", "right.set_xlabel(\"period_number: months since that cohort's own month\", color=MUTED)\n", "right.set_title(\"The matrix: active customers per cohort\", loc=\"left\", fontsize=11)\n", "right.text(\n", " -1.85, -0.62, \"grey NaN = hasn't happened yet, not zero\", fontsize=8.5, color=MUTED\n", ")\n", "for side in (\"top\", \"right\", \"left\", \"bottom\"):\n", " right.spines[side].set_visible(False)\n", "right.tick_params(colors=MUTED, length=0)\n", "\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "cell-06", "metadata": {}, "source": [ "The left panel is the log. The right panel is the same information counted\n", "differently, and every number on the right can be traced back to dots on the left.\n", "\n", "Two cells are worth staring at, because they look alike and aren't.\n", "\n", "The `2024-02` row ends with a solid **0** at `period_number = 2`. April happened,\n", "February's cohort was there to be counted, and nobody bought. That's a fact about\n", "the customers.\n", "\n", "The `2024-04` row is grey from `period_number = 1` onwards. May hasn't happened.\n", "That's a fact about the *window*, not about the customers, and filling it with 0\n", "would invent a churn event out of a calendar. This is why `CohortMatrix` returns a\n", "triangle, and why the retention matrix is float-typed even though it counts whole\n", "customers: those `NaN`s have to live somewhere.\n", "\n", "Now the same operation on 5,878 real customers." ] }, { "cell_type": "markdown", "id": "cell-07", "metadata": {}, "source": [ "## 1. Fetch and cache the dataset\n", "\n", "**Online Retail II** is a UK gift-ware retailer's transaction log from December\n", "2009 to December 2011: 1,067,371 line items and 5,878 identified customers. CDNOW\n", "is a single 1997 acquisition cohort, so it can't demonstrate a cohort matrix at\n", "all. Here customers keep arriving across the two years, which yields 25 natural\n", "monthly acquisition cohorts.\n", "\n", "It's CC BY 4.0 and redistributable, but it is fetched rather than vendored. 43 MB\n", "in every clone forever costs more than the offline build is worth. The cost of\n", "that choice: a UCI outage turns this notebook red in CI, and that is the only part\n", "of the build depending on a third party being up.\n", "\n", "Source: . Cited in\n", "`docs/references.md` under Data." ] }, { "cell_type": "code", "execution_count": 3, "id": "cell-08", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:02.266329Z", "iopub.status.busy": "2026-08-05T11:45:02.266245Z", "iopub.status.idle": "2026-08-05T11:45:02.269838Z", "shell.execute_reply": "2026-08-05T11:45:02.269351Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "examples/data/online_retail_II.xlsx (46 MB)\n" ] } ], "source": [ "import urllib.request\n", "import zipfile\n", "from pathlib import Path\n", "\n", "URL = \"https://archive.ics.uci.edu/static/public/502/online+retail+ii.zip\"\n", "\n", "# Anchored to the repo, not to Path.cwd(), so the 43 MB download and the exported\n", "# artifacts land where .gitignore covers them however the kernel was started.\n", "REPO = next(\n", " p for p in [Path.cwd(), *Path.cwd().parents] if (p / \"CDNOW_sample.txt\").exists()\n", ")\n", "DATA = REPO / \"examples\" / \"data\"\n", "OUTPUT = REPO / \"examples\" / \"output\"\n", "DATA.mkdir(parents=True, exist_ok=True)\n", "OUTPUT.mkdir(parents=True, exist_ok=True)\n", "\n", "archive = DATA / \"online_retail_ii.zip\"\n", "workbook = DATA / \"online_retail_II.xlsx\"\n", "\n", "if not workbook.exists():\n", " if not archive.exists():\n", " print(f\"downloading {URL} ...\")\n", " urllib.request.urlretrieve(URL, archive)\n", " with zipfile.ZipFile(archive) as zf:\n", " zf.extract(\"online_retail_II.xlsx\", DATA)\n", "\n", "print(f\"{workbook.relative_to(REPO)} ({workbook.stat().st_size / 1e6:.0f} MB)\")" ] }, { "cell_type": "markdown", "id": "cell-09", "metadata": {}, "source": [ "The workbook holds one sheet per year. Reading both takes about 20 seconds, and\n", "there's no faster path that keeps the source honest." ] }, { "cell_type": "code", "execution_count": 4, "id": "cell-10", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:02.271965Z", "iopub.status.busy": "2026-08-05T11:45:02.271759Z", "iopub.status.idle": "2026-08-05T11:45:28.729017Z", "shell.execute_reply": "2026-08-05T11:45:28.728523Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'Year 2009-2010': 525461, 'Year 2010-2011': 541910}\n" ] }, { "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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
InvoiceStockCodeDescriptionQuantityInvoiceDatePriceCustomer IDCountry
04894348504815CM CHRISTMAS GLASS BALL 20 LIGHTS122009-12-01 07:45:006.9513085.0United Kingdom
148943479323PPINK CHERRY LIGHTS122009-12-01 07:45:006.7513085.0United Kingdom
248943479323WWHITE CHERRY LIGHTS122009-12-01 07:45:006.7513085.0United Kingdom
348943422041RECORD FRAME 7\" SINGLE SIZE482009-12-01 07:45:002.1013085.0United Kingdom
448943421232STRAWBERRY CERAMIC TRINKET BOX242009-12-01 07:45:001.2513085.0United Kingdom
\n", "
" ], "text/plain": [ " Invoice StockCode Description Quantity \\\n", "0 489434 85048 15CM CHRISTMAS GLASS BALL 20 LIGHTS 12 \n", "1 489434 79323P PINK CHERRY LIGHTS 12 \n", "2 489434 79323W WHITE CHERRY LIGHTS 12 \n", "3 489434 22041 RECORD FRAME 7\" SINGLE SIZE 48 \n", "4 489434 21232 STRAWBERRY CERAMIC TRINKET BOX 24 \n", "\n", " InvoiceDate Price Customer ID Country \n", "0 2009-12-01 07:45:00 6.95 13085.0 United Kingdom \n", "1 2009-12-01 07:45:00 6.75 13085.0 United Kingdom \n", "2 2009-12-01 07:45:00 6.75 13085.0 United Kingdom \n", "3 2009-12-01 07:45:00 2.10 13085.0 United Kingdom \n", "4 2009-12-01 07:45:00 1.25 13085.0 United Kingdom " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sheets = pd.read_excel(workbook, sheet_name=None)\n", "lines = pd.concat(sheets.values(), ignore_index=True)\n", "\n", "print({name: len(df) for name, df in sheets.items()})\n", "lines.head()" ] }, { "cell_type": "markdown", "id": "cell-11", "metadata": {}, "source": [ "## 2. Line items to the transaction-log contract\n", "\n", "The real-world warts, and what each one does to a cohort matrix if it survives:\n", "\n", "| Wart | Rows dropped | Why it goes |\n", "| --- | --- | --- |\n", "| Missing `Customer ID` | 243,007 (22.8%) | No customer, no cohort. These are unidentified walk-up sales. |\n", "| Cancellations, `Invoice` starting `C` | 18,744 (1.8%) | Negative quantities. A refund isn't a purchase event. |\n", "| Non-positive `Quantity` or `Price` | 71 (0.01%) | Adjustments and write-offs, not trade. |\n", "\n", "Then line items aggregate to invoices, because one basket is one purchase event.\n", "`clvkit` reads a log of purchase events rather than of SKUs, and the difference\n", "has teeth. A 40-line Christmas order is one act of buying, not forty, and feeding\n", "the line items straight in would tell every model that this customer shops 40\n", "times a day." ] }, { "cell_type": "code", "execution_count": 5, "id": "cell-12", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:28.730340Z", "iopub.status.busy": "2026-08-05T11:45:28.730257Z", "iopub.status.idle": "2026-08-05T11:45:28.957635Z", "shell.execute_reply": "2026-08-05T11:45:28.957164Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1,067,371 line items -> 805,549 kept -> 36,969 orders\n", "5,878 customers, 2009-12-01 to 2011-12-09\n" ] }, { "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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
customer_idInvoicedateamount
0123464917252009-12-14 08:34:0045.0
1123464917422009-12-14 11:00:0022.5
2123464917442009-12-14 11:02:0022.5
3123464927182009-12-18 10:47:0022.5
4123464927222009-12-18 10:55:001.0
\n", "
" ], "text/plain": [ " customer_id Invoice date amount\n", "0 12346 491725 2009-12-14 08:34:00 45.0\n", "1 12346 491742 2009-12-14 11:00:00 22.5\n", "2 12346 491744 2009-12-14 11:02:00 22.5\n", "3 12346 492718 2009-12-18 10:47:00 22.5\n", "4 12346 492722 2009-12-18 10:55:00 1.0" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "clean = lines.dropna(subset=[\"Customer ID\"])\n", "clean = clean[~clean[\"Invoice\"].astype(str).str.startswith(\"C\")]\n", "clean = clean[(clean[\"Quantity\"] > 0) & (clean[\"Price\"] > 0)]\n", "clean = clean.assign(\n", " customer_id=clean[\"Customer ID\"].astype(\"int64\"),\n", " line_amount=clean[\"Quantity\"] * clean[\"Price\"],\n", ")\n", "\n", "orders = clean.groupby([\"customer_id\", \"Invoice\"], as_index=False).agg(\n", " date=(\"InvoiceDate\", \"min\"),\n", " amount=(\"line_amount\", \"sum\"),\n", ")\n", "\n", "print(f\"{len(lines):,} line items -> {len(clean):,} kept -> {len(orders):,} orders\")\n", "print(\n", " f\"{orders['customer_id'].nunique():,} customers, \"\n", " f\"{orders['date'].min():%Y-%m-%d} to {orders['date'].max():%Y-%m-%d}\"\n", ")\n", "orders.head()" ] }, { "cell_type": "markdown", "id": "cell-13", "metadata": {}, "source": [ "805,549 of 1,067,371 line items survive, and they collapse into 36,969 orders.\n", "That's 137 line items per customer against 6.3 purchases per customer. Feed the\n", "line items in and every model here is told this base shops 20 times more often\n", "than it does." ] }, { "cell_type": "markdown", "id": "cell-14", "metadata": {}, "source": [ "## 3. Retention, and the triangle\n", "\n", "`CohortMatrix` is the one part of `clvkit` with no likelihood, no fitting and no\n", "parameters. Every cell is an observed count or an observed sum, so nothing here\n", "needs the BTYD canon to be believed. There is no `fit()`, because a pivot has no\n", "state to estimate.\n", "\n", "It reads the raw log rather than a `CustomerBase`. An RFM summary keeps only\n", "first and last purchase timing, and a cohort matrix needs the whole per-period\n", "activity pattern. A customer who bought in months 0, 3 and 7 is indistinguishable\n", "in RFM from one who bought in 0, 5 and 7." ] }, { "cell_type": "code", "execution_count": 6, "id": "cell-15", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:28.958959Z", "iopub.status.busy": "2026-08-05T11:45:28.958880Z", "iopub.status.idle": "2026-08-05T11:45:29.005548Z", "shell.execute_reply": "2026-08-05T11:45:29.005167Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n" ] }, { "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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
period_number01234567
cohort
2009-121.00.3530.3340.4250.3800.3590.3770.342
2010-011.00.2060.3110.3050.2640.3000.2580.230
2010-021.00.2380.2250.2910.2460.2010.1930.286
2010-031.00.1900.2300.2420.2330.2030.2460.302
2010-041.00.1940.1940.1630.1840.2240.2760.262
2010-051.00.1570.1690.1730.1770.2560.2130.126
\n", "
" ], "text/plain": [ "period_number 0 1 2 3 4 5 6 7\n", "cohort \n", "2009-12 1.0 0.353 0.334 0.425 0.380 0.359 0.377 0.342\n", "2010-01 1.0 0.206 0.311 0.305 0.264 0.300 0.258 0.230\n", "2010-02 1.0 0.238 0.225 0.291 0.246 0.201 0.193 0.286\n", "2010-03 1.0 0.190 0.230 0.242 0.233 0.203 0.246 0.302\n", "2010-04 1.0 0.194 0.194 0.163 0.184 0.224 0.276 0.262\n", "2010-05 1.0 0.157 0.169 0.173 0.177 0.256 0.213 0.126" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "retention = CohortMatrix.from_transactions(orders, period=\"M\", metric=\"retention\")\n", "print(repr(retention))\n", "\n", "retention.to_pandas(relative=True).iloc[:6, :8].round(3)" ] }, { "cell_type": "markdown", "id": "cell-16", "metadata": {}, "source": [ "Rows are acquisition cohorts, the month of a customer's first observed purchase.\n", "Columns are whole months elapsed since that cohort's own month. Column 0 is the\n", "cohort itself, so relative column 0 is 1.0 by construction.\n", "\n", "The triangle is what makes the chart honest. Recent cohorts have been observed for\n", "fewer months, so cells past a cohort's observation window are `NaN`, never `0`. A\n", "zero means observed and nobody bought. Missing means not yet knowable. Conflating\n", "the two is how a young cohort gets read as a cohort that churned. The cost, stated\n", "in the class docstring: the retention matrix is float-typed even though it counts\n", "customers, because those `NaN`s have to live somewhere." ] }, { "cell_type": "code", "execution_count": 7, "id": "cell-17", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:29.006677Z", "iopub.status.busy": "2026-08-05T11:45:29.006621Z", "iopub.status.idle": "2026-08-05T11:45:29.008974Z", "shell.execute_reply": "2026-08-05T11:45:29.008611Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "newest cohort: 2011-12\n", "observed cells in that row: 1\n", "unobserved (NaN) cells: 24\n", "\n", "observed zeros anywhere in the matrix: 0\n" ] } ], "source": [ "absolute = retention.to_pandas()\n", "last_cohort = absolute.index[-1]\n", "\n", "print(f\"newest cohort: {last_cohort}\")\n", "print(f\"observed cells in that row: {int(absolute.loc[last_cohort].notna().sum())}\")\n", "print(f\"unobserved (NaN) cells: {int(absolute.loc[last_cohort].isna().sum())}\")\n", "print(f\"\\nobserved zeros anywhere in the matrix: {int((absolute == 0).sum().sum())}\")" ] }, { "cell_type": "code", "execution_count": 8, "id": "cell-18", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:29.009912Z", "iopub.status.busy": "2026-08-05T11:45:29.009847Z", "iopub.status.idle": "2026-08-05T11:45:29.693300Z", "shell.execute_reply": "2026-08-05T11:45:29.692849Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(16, 9))\n", "retention.plot(ax=ax, relative=True)\n", "ax.set_title(\"Online Retail II, monthly retention rate\")\n", "fig.tight_layout()\n", "fig.savefig(OUTPUT / \"online_retail_ii_retention.png\", dpi=110)" ] }, { "cell_type": "markdown", "id": "cell-19", "metadata": {}, "source": [ "Unobserved cells are drawn in flat grey and left unlabelled, so the eye never\n", "reads them as a cohort that dropped to zero.\n", "\n", "The 2009-12 row is the one to read across. It's the only cohort observed for the\n", "full two years, and it holds 33% to 50% of its customers month after month, while\n", "the twelve cohorts acquired during 2010 average 17% to 20% over their first six\n", "months. Roughly double, and it holds for two solid years.\n", "\n", "That gap is the surprising number here, and the flattering reading is not the\n", "likely one. December 2009 is the first month in the file, so anyone already\n", "loyal to this retailer before the data starts gets labelled a 2009-12 acquisition.\n", "The cohort is contaminated by survivors on the left edge of the window. Every\n", "cohort matrix built on a log that doesn't reach back to the company's founding has\n", "this problem in its top row.\n", "\n", "The narrower rows below are not worse cohorts. They're younger ones." ] }, { "cell_type": "markdown", "id": "cell-20", "metadata": {}, "source": [ "## 4. Revenue, the same pivot with a different cell\n", "\n", "`metric=\"revenue\"` sums amounts instead of counting distinct customers. Relative\n", "mode then divides each cohort by its own month-0 revenue, giving a revenue index:\n", "how much of its opening month's spend a cohort still generates.\n", "\n", "This is the number that pays for things, and it routinely diverges from headcount\n", "retention. A cohort can lose most of its customers and keep most of its revenue." ] }, { "cell_type": "code", "execution_count": 9, "id": "cell-21", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:29.694572Z", "iopub.status.busy": "2026-08-05T11:45:29.694496Z", "iopub.status.idle": "2026-08-05T11:45:30.312336Z", "shell.execute_reply": "2026-08-05T11:45:30.311949Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "revenue = CohortMatrix.from_transactions(orders, period=\"M\", metric=\"revenue\")\n", "print(repr(revenue))\n", "\n", "fig, ax = plt.subplots(figsize=(16, 9))\n", "revenue.plot(ax=ax, relative=True)\n", "ax.set_title(\"Online Retail II, monthly revenue retention\")\n", "fig.tight_layout()\n", "fig.savefig(OUTPUT / \"online_retail_ii_revenue.png\", dpi=110)" ] }, { "cell_type": "code", "execution_count": 10, "id": "cell-22", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:30.313512Z", "iopub.status.busy": "2026-08-05T11:45:30.313433Z", "iopub.status.idle": "2026-08-05T11:45:30.317683Z", "shell.execute_reply": "2026-08-05T11:45:30.317231Z" } }, "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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
customer_retentionrevenue_retention
period_number
01.0001.000
10.3530.576
20.3340.432
30.4250.553
40.3800.447
50.3590.446
60.3770.441
70.3420.457
80.3360.484
90.3620.572
100.4220.672
110.4950.835
120.3760.771
\n", "
" ], "text/plain": [ " customer_retention revenue_retention\n", "period_number \n", "0 1.000 1.000\n", "1 0.353 0.576\n", "2 0.334 0.432\n", "3 0.425 0.553\n", "4 0.380 0.447\n", "5 0.359 0.446\n", "6 0.377 0.441\n", "7 0.342 0.457\n", "8 0.336 0.484\n", "9 0.362 0.572\n", "10 0.422 0.672\n", "11 0.495 0.835\n", "12 0.376 0.771" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "oldest = retention.to_pandas().index[0]\n", "side_by_side = pd.DataFrame(\n", " {\n", " \"customer_retention\": retention.to_pandas(relative=True).loc[oldest],\n", " \"revenue_retention\": revenue.to_pandas(relative=True).loc[oldest],\n", " }\n", ").dropna()\n", "\n", "side_by_side.head(13).round(3)" ] }, { "cell_type": "markdown", "id": "cell-23", "metadata": {}, "source": [ "Revenue retention beats customer retention in 23 of the 2009-12 cohort's 25\n", "months. At month 11 it's 49.5% of the customers producing 83.5% of the opening\n", "month's revenue. The ones who stayed are the ones who spend, so reporting only\n", "the left-hand column understates what the cohort is worth by a factor that grows\n", "over its life." ] }, { "cell_type": "markdown", "id": "cell-24", "metadata": {}, "source": [ "## 5. Relative against absolute, and getting the data out\n", "\n", "`plot()` defaults to `relative=True`, because that's what the chart is read for:\n", "how fast each cohort decays, independent of how big it was. The absolute view\n", "answers a different question, which is how many customers and how much money." ] }, { "cell_type": "code", "execution_count": 11, "id": "cell-25", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:30.318781Z", "iopub.status.busy": "2026-08-05T11:45:30.318715Z", "iopub.status.idle": "2026-08-05T11:45:30.675356Z", "shell.execute_reply": "2026-08-05T11:45:30.674939Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(16, 9))\n", "retention.plot(ax=ax, relative=False)\n", "ax.set_title(\"Online Retail II, active customers (absolute)\")\n", "fig.tight_layout()" ] }, { "cell_type": "code", "execution_count": 12, "id": "cell-26", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:30.676449Z", "iopub.status.busy": "2026-08-05T11:45:30.676357Z", "iopub.status.idle": "2026-08-05T11:45:30.682073Z", "shell.execute_reply": "2026-08-05T11:45:30.681699Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{\"2009-12\":{\"0\":1.0,\"1\":0.5758729708,\"2\":0.4322439873,\"3\":0.5529049587,\"4\":0.4469292373,\"5\":0.4455720329,\"6\":0.4410627324,\"7\":0.4565656895,\"8\":0.4842304312,\"9\":0.5718104438,\"10\":0.672265992,\"11\":0.8346691761,\"12\":0.77144 ...\n", "\n", "wrote:\n", " cdnow_clv.csv\n", " online_retail_ii_retention.csv\n", " online_retail_ii_retention.png\n", " online_retail_ii_revenue.csv\n", " online_retail_ii_revenue.png\n" ] } ], "source": [ "retention.to_pandas(relative=True).to_csv(OUTPUT / \"online_retail_ii_retention.csv\")\n", "revenue.to_pandas(relative=True).to_csv(OUTPUT / \"online_retail_ii_revenue.csv\")\n", "\n", "# to_json keeps the triangle legible outside pandas: unobserved cells are null.\n", "print(revenue.to_json(relative=True)[:220], \"...\")\n", "print(\"\\nwrote:\", *sorted(p.name for p in OUTPUT.iterdir()), sep=\"\\n \")" ] }, { "cell_type": "markdown", "id": "cell-27", "metadata": {}, "source": [ "## 6. Exercise\n", "\n", "`period` is any pandas offset alias, and it sets both the cohort grain and the\n", "column grain, because a cohort matrix only makes sense when both use the same\n", "clock.\n", "\n", "Rebuild the retention matrix at `period=\"Q\"`. Quarterly cohorts are larger and\n", "less noisy, but you lose the within-quarter decay the monthly view shows. Which of\n", "the two would you put in front of a finance team, and which in front of\n", "lifecycle marketing? Run the cell below, then try `period=\"W\"` to watch the\n", "triangle become unreadable." ] }, { "cell_type": "code", "execution_count": 13, "id": "cell-28", "metadata": { "execution": { "iopub.execute_input": "2026-08-05T11:45:30.683091Z", "iopub.status.busy": "2026-08-05T11:45:30.683030Z", "iopub.status.idle": "2026-08-05T11:45:30.814895Z", "shell.execute_reply": "2026-08-05T11:45:30.814497Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n" ] }, { "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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
period_number012345678
cohort
2009Q41.00.6310.6480.5910.6950.4970.4980.4850.56
2010Q11.00.5080.4880.5020.3670.3740.3820.349NaN
2010Q21.00.3900.4350.2200.3060.2810.308NaNNaN
2010Q31.00.4550.2500.2610.3230.310NaNNaNNaN
2010Q41.00.2040.2400.2080.348NaNNaNNaNNaN
2011Q11.00.4010.3240.353NaNNaNNaNNaNNaN
2011Q21.00.4280.391NaNNaNNaNNaNNaNNaN
2011Q31.00.506NaNNaNNaNNaNNaNNaNNaN
2011Q41.0NaNNaNNaNNaNNaNNaNNaNNaN
\n", "
" ], "text/plain": [ "period_number 0 1 2 3 4 5 6 7 8\n", "cohort \n", "2009Q4 1.0 0.631 0.648 0.591 0.695 0.497 0.498 0.485 0.56\n", "2010Q1 1.0 0.508 0.488 0.502 0.367 0.374 0.382 0.349 NaN\n", "2010Q2 1.0 0.390 0.435 0.220 0.306 0.281 0.308 NaN NaN\n", "2010Q3 1.0 0.455 0.250 0.261 0.323 0.310 NaN NaN NaN\n", "2010Q4 1.0 0.204 0.240 0.208 0.348 NaN NaN NaN NaN\n", "2011Q1 1.0 0.401 0.324 0.353 NaN NaN NaN NaN NaN\n", "2011Q2 1.0 0.428 0.391 NaN NaN NaN NaN NaN NaN\n", "2011Q3 1.0 0.506 NaN NaN NaN NaN NaN NaN NaN\n", "2011Q4 1.0 NaN NaN NaN NaN NaN NaN NaN NaN" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAA1EAAAJOCAYAAABWco1QAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlcelbwAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3Xd4FMUbwPHv3aX3XklCqKH33ntHBAFpAoIgRaUoiqKioqDIzw5IUZQiICgI0jtI7y30BNIb6T139/vj4MKRCAnkSPH9PM89ejuzszPL3WVn35lZhVar1SKEEEIIIYQQokCUxV0BIYQQQgghhChNpBMlhBBCCCGEEIUgnSghhBBCCCGEKATpRAkhhBBCCCFEIUgnSgghhBBCCCEKQTpRQgghhBBCCFEI0okSQgghhBBCiEKQTpQQQgghhBBCFIJ0ooQQQgghhBCiEKQTJYQosDlz5qBQKEhJSXnktv+6o0ePolAo2Lx58yO3CeOSc/5oEydOxMHBobirIYQQpZJ0ooQog86ePcvQoUPx8fHB3NwcV1dXunXrxqZNm4q7akVq4cKFKBQK/cvExAQPDw8GDBhAYGDgE5W5b98+FAoF27ZtK+LaFsyVK1dQKBTMmDHjkdvKguI+18Vh9OjRuLi4lNnjPUtluW1CiJJPOlFClDE//fQTjRo1QqPRsGXLFpKTkzl16hSNGzfm+eefZ8KECUV6vHfeeQetVouNjU2RllsYO3fuRKvVkpqayu+//87Jkydp0aIFERERxVKfpk2botVq6dmzZ7EcX4iC+P7770lISCjuagghRKkknSghypDjx48zduxYXnzxRVatWkWtWrUwMzPD19eXjz76iG+++Yb58+ezYMGC4q6qUZibm9OqVStmzZpFfHw8K1asKO4qCSGEEKIMkk6UEGXIZ599BsAXX3yRb/r48eOpVKkSn3zyCRqNBtBFkhQKBRkZGUyYMAFnZ2dsbW3p378/sbGxjz1mfnOiClvmjRs3GDJkCO7u7piZmVG5cmXmzJmjr2NhVa5cGYDQ0FCD7cnJyUybNo2KFStiZmaGh4cHY8eO5e7duwAsW7aMdu3aAdCtWzf9MMGvv/4agODgYIPhg+bm5lSrVo3Zs2ejVqv1xylpc3GuXbtGjx49sLa2xs3NjalTpxIUFIRCoeD777/X51uyZAkKhYIbN24Y7H+/3QsXLsyz7XHnYtu2bSgUCvbt28dXX32Fv78/KpWK2bNnP/Jcw+P/vR5V/pUrV/Kch6CgIFQqFTNnzsyTFhoaiomJCe++++6/nsfHHevMmTP06dMHZ2dnzM3NqVGjBj/++KN+/44dO7J06VLi4uIMzt2D34nHlQEwdOhQypUrR0JCAkOGDMHe3h4nJydGjx5NWlpagY/3b3Oitm7dSqtWrbCxscHa2pqWLVvy999/P1Ed/s39/WNjYxk8eDCOjo40atQIgFmzZhnU197eng4dOrBnz54iP5dCCPGkpBMlRBmhVqvZtWsX9erVw9PTM988CoWCrl27EhERwYULFwzSpkyZQocOHQgKCuLvv/9m7969TJw48anqVJAyL126RMOGDYmOjmbnzp3cvXuXr776innz5jF+/PgnOu7Vq1cB8PX11W9LTU2ldevWrF+/ngULFhAXF8e2bds4efIk7du3JzMzkxEjRrB3715AdyGp1WrRarVMmjQJgPLly+u3abVaIiMjmTFjBp9++imzZ89+oroaW1RUFK1atSI6OprDhw9z7do1qlWrxvTp05+q3MKei++++47U1FSOHTvG1q1bGThw4CPPdUH+vR5VvpmZWZ46+Pv7061bNxYvXkxOTo5B2o8//oharebll19+bNvzO9b+/ftp1qwZ5ubmHDlyhJiYGN59912mTp3KrFmzANi1axejRo3C2dnZ4Nzdn9dTkDLu02g0TJgwgREjRhAaGsqyZctYtWoVH3zwgT7P446XnzVr1tCjRw9q1arFlStXuHbtGvXr16dXr16sXLmy0HV4FI1Gw5gxYxgxYgS3bt3S/zbMmDFDX9ecnBzOnj1LpUqV6NGjh36uY1GeSyGEeCJaIUSZEBUVpQW0L7zwwiPzzZ07VwtoN27cqNVqtdq3335bC2gXLVpkkO/999/XKpVKbXx8vH7b7NmztYA2OTn5kdsKU2anTp203t7e2pSUFIO8S5Ys0SoUCu21a9f+tS0LFizQAtqdO3dqtVqtNiMjQ7t//36tn5+f1tPTUxsVFaXP++mnn2oB7enTpw3KuHbtmlapVGoXL16s1Wq12r1792oB7datW//1uA+bNGmStly5cvr3R44c0QLaTZs2PXJbfgIDA7WA9r333nvktoJ66623tCYmJtqgoCCD7W+++aYW0H733Xf6bYsXL9YC2uvXrxvkDQoK0gLaBQsWPPZ4D5+LrVu3agHt888/nyfvo851Qf+9HlV+fuf877//1gLadevW6bdlZWVpPTw8tG3atHlk2x51rGrVqmlr166tzcnJMdg+c+ZMrYWFhfbu3btarVarHTVqlNbZ2Tnf8gtaxpAhQ7SAdsuWLQb5Ro4cqbWzszPY9qjjTZgwQWtvb69/r9FotOXKldPWr18/T96mTZtq3d3d9XUrTB3yc3//9evXPzbvfa6urtp33nlH/74ozqUQQjwpiUQJUUZotdpC5VMoFAbbe/ToYfC+Zs2aaDQagoODn7hOjyszNTWVPXv20K1bN6ytrQ3yduzYEa1Wy4EDBx57nE6dOqFQKLCwsKBNmzaoVCqOHDmCm5ubPs+mTZuoVKkS9erVM9i3cuXK+Pr6sn///gK1aeXKlbRs2RJ7e3uDIWihoaFkZGQUqIxnaffu3dSqVYvy5csbbO/Tp89Tl12Yc9G7d+9ClV3Yf6+Clt+1a1cqVKjA/Pnz9dv+/PNPIiMjGTVqVIHKePhYN2/eJDAwkL59+6JSqQzSOnbsSEZGBsePH39kmYUtw8TEhM6dOxvkq1mzJklJSQUahpufq1evEhoaSt++ffOk9evXj6ioKC5evFhkdVAoFPkuvpKUlMRbb71FlSpVsLCw0H+2YmJi8gw1zU9R/HsIIcTjSCdKiDLCxcUFKysrbt++/ch8d+7cAQyHugF5hgDa2dkBPNXqXY8rMzY2FrVazdKlSzExMUGlUqFSqVAqlfqL/ri4uMce5/7qfCkpKaxatYqIiAimTZtm0LGMjIzkxo0bmJiY6I+lVCpRKBQEBwcX6DjLli1j6NChdOrUifPnz5OdnY1Wq9UvPf7wELGSIC4uDnd39zzb89v2b/LroBf2XHh7exeq3oX99ypo+UqlkldffZU9e/boh30uWLAAe3t7XnjhhQKV8fCxIiMjAfj444/zfI5btmwJPP5zXNgy3Nzc8nQQnvY7e798Dw+PPGn3tz3YOXraOri6uuY77LJv3778+uuvfP3110RERKDRaNBqtZQvX57s7OzHllsU/x5CCPE40okSooxQqVR06NCBM2fO6C8iHqbVatm2bRuenp7UqlXLIO3hyFRReFyZTk5OKJVK3njjDXJyclCr1ajVav1Fk1arZdq0aQU+nrW1NYMGDeLzzz9n7dq1LFu2TJ/m4uJC3bp1ycnJ0R/rweNs2bLlseX/+uuv1KpViw8//BA/Pz9MTEwA3YIFJZWzszNRUVF5tue3zd7eHtAt6PCgsLCwPHkLey5MTU0LVe/C/nsVpvyXX34ZCwsLFixYQGBgIPv27WPQoEFYWloWaP+Hj3V/Hs4XX3zxr5/jwYMHP7a9hSnDGN9XJycnIP/Pxv1tD86neto65PdvFh4ezu7du5k6dSrdu3fH0dERhUJBTk5OnoVi/k1R/HsIIcTjSCdKiDLk3XfffWTHY/78+dy4cYP33nsPpbL4v/62tra0adOGTZs2kZ6eXmTljh8/nipVqjBjxgx9ub169eLChQuPfQjv/WGFDy9ccJ+5ubnB+4SEhBL9EOP27dtz4cKFPBHKjRs35slbsWJFAIMhW8C/rjL4tOfiUee6oP9eT8LZ2ZmBAwfyyy+/8OWXXwIUeChffqpWrUqVKlVYt27dY1eUtLa2zre9hSmjMP7tePmpWrUq3t7ebNiwIU/aH3/8gbu7OzVq1Ciyuj3Kw5+tVatW5YluPutzKYQQDyr+qyghRJFp2rQp8+fPZ9WqVQwePJiLFy+SlZVFSEgIM2fO5I033mDMmDFF/sDdp/Hdd99x9+5devfuzbFjx0hNTSU8PJwtW7bQvXv3xw5PzI9KpeKjjz4iPDxcv4T3lClTqF27Nr169eKvv/4iLi6O+Ph4jhw5wtixY1mzZg0AlSpVwsLCgu3bt+fp2PXu3ZuTJ0+yePFiUlJSuHDhAs8//zzt27d/+hPxBGrWrPnIldZA125HR0cGDBjAhQsXSEhI4KeffiIkJCRP3vr169OgQQNmzZrFxYsXiY+PZ9GiRflGJoriXDzqXBf03+tJTZgwQX8uateuTcOGDZ+qvEWLFnH27FlefPFFzp07R1paGnfu3GHdunW0atVKv+x7zZo1SUlJYe/evQZLwRemjMJ41PEeplQq+eKLLzh58iQTJ04kLCyM8PBwJk2axOHDh/niiy/0EUdj8fLyokGDBnzzzTecOXOGpKQk1q1bx88//6zv5N/3rM+lEEI8SDpRQpQxY8aM0U+a7tKlCzY2NtStW5ejR4+yfv36EveclBo1anDmzBnKly9P//79cXR0pEmTJixcuJDXX38dPz+/Jyp34MCB1KlThzlz5pCYmIiNjQ2HDh1iyJAhTJ8+HW9vbypXrsy0adNo1KiRfqEFR0dHFixYwI4dO7CzszN4dtHrr7/OzJkzmTVrFq6urowcOZLp06fToEGDIjobhZOSkoKXl9cj83h6enLgwAGcnZ1p2rQplSpV4ty5c3z66af55l+9ejV+fn40atSIatWqERoayvvvv58nX1Gci0ed64L+ez2pRo0a6Z9L9DRRqPvatGnDyZMnMTExoWvXrjg6OtKmTRvWrVvHnDlz9HOHhg8fzrBhw3jhhRcwNTU1eLZRQcsojEcdLz+DBw/mr7/+4syZM1SpUoVKlSpx/PhxNm7cyEsvvfRkJ6eQ/vjjD+rUqUP79u3x8/Pj999/Z82aNXk6cM/6XAohxIMU2oIu6SWEEKLEuHPnDn5+fqxdu5b+/fsXev/Q0FB8fHz47rvvnvp5YKVVx44dOXToEOHh4fr5QEIIIURBSCRKCCFKofsPVi7oinLCUHR0NPv27aNv377SgRJCCFFo0okSQohS6OWXX+b06dNGWaWtrMvMzOTDDz8E4O233y7m2gghhCiNpBMlhBDiP2PWrFlYWlry999/s2jRIurUqVPcVRJCiP+c6OhofvnlF3bt2lXgfa5fv87KlSvZvHkzaWlpRqxdwcicKCGEEEIIIYTRJSYmMm7cOA4cOABAw4YN832swsO++OILPvroIzp06EBQUBBJSUns2bMnz6qdz5JEooQQQgghhBBGl52dTc+ePbl16xZNmzYt0D4XL15k+vTprFy5Ur96qL+/P+PHjzdybR9NOlFCCCGEEEIIo3NxcWHw4MGYmZkVeJ81a9bg5eWlf7SFiYkJ48ePZ+fOnY98ZIOxGfepeeKRNBoN4eHh2NrayuRwIYQQQohSRqvVkpycjJeXF0plyYtNZGRkkJWVZfTjaLXaPNey5ubmmJubP3XZFy9epHr16gbbatSogVar5fLly7Ru3fqpj/EkpBNVjMLDw/Hx8SnuagghhBBCiKcQEhJCuXLlirsaBjIyMvD3syEyWm30Y9nY2JCSkmKw7cMPP2TmzJlPXXZSUhKurq4G2+4/miIpKempy39S0okqRra2tgDcPl0eO5uSd/eiuNTaMqK4q1AymWiKuwYlkirBtLirUCKpfFIen+k/xvyobXFXQZQiSuNfd5Y66a6yFtnDNJkZBH/5if6ariTJysoiMlrN7VPlsbM13nVmUrIGvwbBhISEYGdnp99eFFEoAEtLS5KTkw223X9vaWlZJMd4EtKJKkb3w552NkqjfrhLG6WlRXFXoWSSTlS+lBnSicqPyiqnuKtQ4qjM5bdFFJxSvkJ5qCykE/VvSvK0DBtbBTa2xqufhnvXs3Z2Bp2oolKpUiV27txpsC0oKEifVlzkyl0IIYQQQghRIsTHx7NkyRLCw8MB6NWrF5cvX+b8+fP6PKtWraJWrVr4+fkVVzUlEiWEEEIIIURZpdZqUBsxiKjWFm6kzPLly8nMzCQ4OBi1Ws2SJUswNzdn2LBhAISFhfHKK6+wc+dOvLy86NChA/3796dnz568+uqr3Lhxg9WrV7Nt2zZjNKfApBMlhBBCCCGEeCZOnDhBWloadevWBeDo0aNYWVnpO1FOTk6MGjUKb29v/T6rV6/mt99+48iRI3h6enLmzJk8K/Y9a9KJEkIIIYQQoozSoEWD8UJRhS3722+/fWS6l5cXS5YsMdimVCoZMmQIQ4YMKXT9jEXmRAkhhBBCCCFEIUgkSgghhBBCiDJKgwZjru9r3NJLLolECSGEEEIIIUQhSCRKCCGEEEKIMkqt1aLWGm9OlDHLLskkEiWEEEIIIYQQhSCRKCGEEEIIIcqokrY6X1khkSghhBBCCCGEKASJRAkhhBBCCFFGadCilkhUkZNIlBBCCCGEEEIUgkSihBBCCCGEKKNkTpRxSCRKCCGEEEIIIQpBIlFCCCGEEEKUUfKcKOOQSJQQQgghhBBCFIJEooQQQgghhCijNPdexiz/v0giUUIIIYQQQghRCBKJKiN++zOZW8HZADSub0GnNlZ58ly8ksnOfWk4Oqro38sGaytlgdNvh2SzaUcq9WqZ06KxpX57eGQO+w6nM7ivrZFaVvTUicmkn7sEKhVWDWqjtDDXp2nVatIvXCEn9i5mPl5YVK1osG/mzdtk3Q7FsnY1TFyccrffCAaFAvOKfs+qGUUu6044GVduYurugmWdavrtOTFxpB49a5DXsl4NzMp5AKDVakk7cR5teiZWTeuiNDfT50s9fBqLmlVQ2dk8kzYUpfRrV8m4c8dgm32btihNTfXvsyIiyLh5E4WZKda1aqO0zP1uqNPTST1zBpW9HdY1auq3a3NySD56FLuWLY3fiCKmTkkncfvxPNstq5fHslruZz/jRhjpgcGoHGyxbVodhWnun5qssBjSzt3EIsAXiwpeudsj4sgKjcGmUYBxG2EEVuamDG1dz2DbmaBwTtwI1b9XKKBdzYr4ODtwOTTKIA2gaRVfyrs6svPcdeJS0vTbWwT4EZmQws3IOOM2wgiqernSpoa/wbZNJwOJiE/Wv7e1MKdTncpYmZuy//ItQmIT9WkmSiU9GgSg0WrZcvoKak3uvIuBLWqz8fhlMrJzjN8QIxrUui7J6ZlsPhFosL26jzt1K3iSnpXDwUtBxCal6tNc7azpULcStyLvcvxaiH67nZU57WpVZOOxy8+s/kUp/tBetDm5/56mzi7Y1jL8XqlTU0i5cgm0Wmxq1EH1wG9uRngoGbeDsKpUFTNXt9ztYSFosjKx8q9k/EaUUGojPyfKmGWXZMUeiUpISGDv3r0cPHiQxMTEfPNotVpOnDjB5s2bCQ4OfuI8qampHD58mC1bthAVFfWvdcrIyODQoUP89ddfnDp1Co3m0YHKyMhI1q1bx7lz5x6Zz5iys7VkZGr5Y0sKW3al5knfuC2FFj1DCbyezU8rk2jZK5T0dE2B0pOSNbTuE0bg9SyGTYhi14HcP/BTPozFxUll/AYWkYxrtwif+SUZV26QdTuU6K8Xo703IVKTlk7knO9JPXYadVw8ccvWEPfr7wb7xi5ZSXZkNFFz56NO1Z0HTWYWd1dvwMTdpVjaVBQS/95L9Fc/kRMZQ+qRM8Sv3qRPy46MJWXvUbTZOfoX2tzPTuKGnaTsPkz6xavEzl+h35556w6px86Wyg4UQFpgIOlXrz7U7tw/FMknThDxw/dkRUWRev4CYV/9D3VqCqD7PYpc9CMZwcEkbN9O4sED+v0S9u5Fq1Y/8/YUCa0WTVZO7is9i7g1e1GnpOuzJO4+RdisX8mKuEvCpsOEzVqO9t5vaE5cEqEzl5EVEUf4nFVkBkXo94tetAkTF/tn3qSiYGthzrguzTA3MdG/TFSGf16/fKkHk3q0pJyzPV8M684rHRvr07rUrcL0vm0JKOfKstcG6Pd1trXi9R4tCIlNeJbNKTI1fNzp2bCawXlRKhT6dAdrC9a+OYQu9apQ1cuVdW8Opa5/bsf6wwEd6VqvCj0bVmPGCx3029vXqkgNH/dS34Hq1qAqr/VqQZ9mNQy2D2tXnx8n9sXX1YFmAX5snDGcSp7OAJiaqPhp0gAqe7kyY2AHOtTJ7Ri80asl6Vml95zc3b+LnOQkNDk5aHJy0KoNr70ywkII/vZzUq8GkhkVQdgvP6LJygIgMyKMiJU/kRUXQ+hP88lJ0l1PatVqov9ah6mj8zNvjyj7ii0SpdVqef3111m/fj0BAQGkpaURGBjIt99+y/Dhw/X5kpKS6N69Ozdv3iQgIIDjx48zefJkZs2aVag8O3bs4KWXXsLT0xMXFxeOHj3K7NmzmThxokG9FixYwLvvvoufnx++vr5cunQJjUbDkiVL6NChAw9Tq9X079+fY8eOMX78eL7++uuiP1kF8NIAOwAiY/K/OHtnVhxzZrgwboQ9OTla6ncMYdmaZMaNsH9s+t5/0mjVxIIf5rixcn0y6zal0LG1FTv3p6HVQue2eaNeJZFWo+HuivU4DeqDdWPd3a3syGjdhbFCAQpwHTMUE1fdj61Nu+ZEvP8FDn26obKzIe3Ueex7dsKmRSPisrLJvHIDqwa1Sdy8C5vWTVHZWBdn855YdmQMSVv34fnRZEycHXTbwg1vMqgc7HDo2yXf/dOOn8P97bEo7W0Jf3M2mvRMFOamxK/ejPPL/Y1dfaOyqFARp27d8k27u3kTzi/0x6ZuXQCiflpK4v79OHXvQU5cHOTk4DZ4MJnh4cT9sR77Vq3Jjosj/fJlPB/63SktVLZWuAzK/R1MOXEFla0V1vUqA6DNURO7chfu457Dpkl1NBlZBL/+LaknrmDTpDqpp69i27IWrsO7YurmQMrxQMz9PUnafw6zcq5Y+HsWV9Oemlqj4buth/NNq1Pek5bV/OnyyRISUjPYfDKQpRNeYM3hcySlZdKtXlXm/LGPI9fusOjVvtQo58652xG82bs13289QlZOKe10A0FRd//1vAxpVY/I+GTGLvwDgIiEZCb1aMGI73U3r9rUqED7mYtQKRXs+GA0H63dhaWZCa92bqrfp7SytTRnTNcmrNx3hnoVvQzSBrWpy+zf97Ll5BUAvhjZneeb1WTuH/upXd6D4Oi7fLJ6F61q+NOrcTV2n7tBTT93PJ3s2HHmWnE0p8g4NG+DmXP+NySjN63HuX1XHJq0ACA7/q7ubzeQcuk8Di3a4Ni8DQqlitRrgdg3bEr8oX3Y1KiDqYPjM2tDSaTW6l7GLP+/qNgiUVqtlqpVqxIUFMSePXs4evQon376Ka+88gohIbnh6RkzZhAVFUVgYCB79+5ly5YtfPrpp+zZs6fAeTIzMxk0aBDDhg3jzJkz7Ny5k127djFlyhSD6NHixYt57bXXWLJkCWfPnuWvv/7ixo0bjBw5ku7du3Py5Mk87Zg5cyblypWjevXqRjxbTycsIodrN7Pp20N3kW9ioqB3F2t9ROlx6VotqFS6HyqVCjQayMrS8t5ncfzvo9ITfcm8EYwmPR0zf1+Sdh0g9fgZVE6OKJS6r4HS0lLfgQJQmKhAqQRl7p1T7uVFqUCr0ZAdHkXWrWBsWjamtEr95xRW9WqQE3uXpB0Hybh8HVMvd4M8mrR0knYcJOXQSXLi84kYK5UoFArdHzStlpS9R7CoVglTD9dn1ArjyI4IJ3HfXlLPnUOTna3frk5LQ5Oairmvr36bmY8v6VcfuIC591lR3DsnAHEbNuDUuxcKVemJ3j5K0r6z2LaqpfuuAJm3o9CmZ2JdvwoASgszrOtWIu38LeDe/Qr9d0gJWi3q1AziNx3G+cW8N6lKE6VCwYst6tC/eW383ZwM0hpX8uH0rVASUjMAOHc7goTUdOr7ewO6r839oWpqjRaFUkGjSuWwMDPh4OWgZ9uQIuZmb8NLbevTs0EA9lYWBmmNKvuw68IN/fud565R198Lc1Pd50n31dGi0YAC3e/wq52b8vvh88SnplOaTenTipX7zpCQTzsysnIMRsDkqDWkZep+fxQo0Og/KxoUCgUKBbzVty2fr9v7bCpvRMnnz5Bw9CDpIbcNtmdGhpMVHYV1lQDijxwg6ewpVFbW+uHVWkChyP37jFZLdsJdUgIv4NiizTNuhfivKLZOlFKpZOLEiZib585HGTBgANnZ2Vy4cAHQ/XiuWLGCUaNG4eDgAECbNm1o1KgRK1asKHCeq1evcvfuXV588UX9sZo0aYKvry/Lly8HIDs7m/fee4+hQ4fSr18/fT6FQsH7779P9erVee+99wzasHfvXlasWMGCBQuK9uQUsbDIHFQqcHPJvXDz9jQhPDKnQOmtm1qy60Aab86M5YPP7/JcN2vm/hDPi8/boNXCDz8lsP9wyf+DlhMdi0KpInb+MnLi4kned5io2d/qhwPcl7z3HxI2bCN2wa849u+ljzBZ1qlO0uadxK/bTPqFK1hUrcTdNRtxHNibrDthJO85RHZUTHE07alkR8WRFRxGwu9bUcclEPfzeu4u36BPN3FzxqpxHTTJqaSfuUTEe/PIuJx74WNZtxqxP/5G7OLVmLg7o83OJuXgSey6tyXt5AWS9x1Dk5FZDC17OpZVqmLq6UVOcjIJe3YTNu9L/XA9paUlCgsLssLC9PmzwsPISUwAwMTJCa1GQ+y634n9fS1WNWuSevECKmtrzDy9SDp8mNQL54ujWUVGnZxG2ulr2LXNnbOQczcJpa2VwRwoEyc7cu4mAWBdpxJJ+88Ru3wHCX8dxrphAHG/7cbxuRaok1JJ2HKUjBtheY5V0qVkZPHznpO42llTz9+L1VMG079ZLX26m70N0YmGw6yjE1Nxs9cNdd178SZvP9+Gd55vS3k3R66HxzKlVys+/3M/DSuWY1DLOrjZl75I95WwaA5fuY2TjRXPNa7BpukjqOKVe+PN3d6GmMQU/fuoxBRUSiUutrq2Hr12h3nDezJvRA8OBgbh7+ZEXX8v/jx+iZ4Nq9GncfU8wyZLg3oVvans5cL6wxfyTZ/9+x5GdGzIpOda8fHQzjjbWbNi72kALt6OpKq3K9P6teXN59uw9/xNBraqw/Frd0hOz2Rgqzo0C/DNt9ySzrFFO7TqHDKjIgn/dTExWzbo07LiYlGamRG+4iey78aRdPo4d36Yhzpdd+1hXbU68Yf2Ert9E8nnTmNVuSoxWzbi0qUnWdFRJBw5SGZ0ZDG1rPhpnsHrv6hE/frs2bMHhUJBtWq6Se2hoaHEx8dTu3Ztg3y1a9fm/PnzBc7j4aGbAH/tWu5d4qSkJKKiojh79iwAZ86cISYmhv798w4/UigUvPDCC+zdu5esexfcsbGxvPTSS/z888/6ztvjZGZmkpSUZPB6Vh4Yhn5vQ8HTnRxV7P3DG3dXFfM/d6V6FTM27Uhl9BB72vQJ5UJgFqOnRLF5Z965WCWJNisLdUIizqMH4zTwOdzfHIdWqyX16GnDfDk5aLOy0Wo0ZIVF6OdMWVavgtOwF1DZ2uA+dSwZl69h6uGGVqMldsGvZEfFEvXlQtRJKfkdvsTSZmWhycrC/Z1XcRzUC/dpr5Cy/xg5sXcBMHV3waFvFxz6dcX1teHYdW9L/JrN+v0d+nfHulk9zP19cJ34EvFrt+DwfGeSd/1D0rb9ZF65Scy3vxRX856YVbVqOHXrhnOv3ni9MQkTOzsS9+4DdL8Jjp07E7t2DXF//UXUr7+QHRWF0lS3qIZCqcRzzFhMXd2wa9Uau+YtSNixA6eePYn6aSkZt26SsHsPCQ9E1Eub5EPnMfV2xby8h8F2xcM/Jg+8NXV3xPu9oShtLfGYMgCUCrLCY7GqXYHQD34iKzyOiLmrybhuuOhCSZeamcV3Ww/z3dbDvLtyG++s2MJbfdoYXOBrH5p4/eD7Dccv8/3Ww0TEJzPi+7W82LIOu87fIMDblY8GdqKypwu/vDZQH6EpLS6HRvPd1sN8vfkQryxYz45z13ijRwuDPNp/fQMzftvO4au3OXg5iJlrdvFuv3Z8/uc+3u7ThucaVadznSp8/GJno7ejKJmolMwY0J7P1u7l355P6u/hhJmJCWYmKlQKJc62Vrg76jrcGdk5vPzN70QlJPPVxoMcvXqH55vWZNnuUyx9oz/VfNyY1q8t3RuWvgVanNp2xKVjN9yf64/PmNdJOPYPWdG6oeXarCzUqSm49eqHW4/nKffyOFTW1iSeOAKApY8fHgOGobS0xnv4GLKiIlGamWNiY0vYr4vIiosh7OeFZMeXvgVaRMlVYlbnu337Nm+88QZjxozB31+3ms/9hSYcHQ3Hsjo7O5OQkFDgPG5ubowZM4bXXnuNkJAQXFxcWLp0KXZ2dvr9IyN1dyh8ffO/g+Pr60t2djZxcXF4eHgwfPhwhg4dStu2bQvcxtmzZ/PRRx8VOH9R8XRTkZMDMXFq3Fx0/+QRkTl4uJkUKB2gSkUz3pqgu0B8bng4cz904cTZDGpVN2fhXDf++DuF3/9KoWenknu3VGVvByYmmHnr5l0olErMfLzIiblrkM+uky70r8nKJvzd2WTUr4VljaoAWARUwiKgEpr0dJJ27sf9zVdJ2rYPuy5tsW3fArRa0i9dxaZZg2fbuKegcrBFoVLph2SZuDqjtLIkJzbeYAXC+yyqVyJxU+7Fv0KpxKZlQwAyrt5Cm5mJZZ1qJPy5A5dxQzB1dyHs7S9QJ6WU2kUmFEolFpUqGUSe7Fu3wdzHl4ygIMy9vVH7lSftSu4KWypbW+zb6D5Ld7f8jW3TZqDVkpOYiOf4CWTHxBC9YjkO7ds/8/YUhaR957BrV9dgm4mjLerkNLQ5av3nKSc+GZVj7uqd5v6emPt7otVqCf3gJ9zG9CLt/C2sG1bFbXQPEnxcSTl6GYvK5Z5lc4rU0Wt3sDQzxdPRlpDYRGKTUqlT3nC+l5udjcGKa3sv6oY8ejjY0qlOZYZ+vZqPB3Vm3qYD7Llwk29H9aaOnxfHb4RQWh29dofJPVvp38ckpeJql/s3w9XeBo1GS1yybih5ZraatYd1N0N71A8gKOoul0Oj+eGVPnT/9Cey1Rr2fjTm2TbiKXWsUwkzUxNaVPejRXU/avt74uVkxytdGrN4+3FsLc2Z1q8tL36+khsRugv+MV2aMKVPa179QTcPLPxuEr/sPgXAp8O68sPfh/F1deBucjozV+2kcRUfhrStp59TVRqZubphYudAVmw0Zm7umNjp5n2be/vo85h7lTPoFFn6+WPp548mO5uoP1bjNWw0SWdOYt+4Bc7tOqE0tyD1ymUcmrXKc7yyToMC9cN3z4u4/P+iEhGJioiIoHPnzjRo0IBvv/1Wv/3+UL+0tDSD/CkpKVhYWBQ4D8DChQuZP38+QUFBHDhwgHfffZcWLVpgba37Ab//37i4/O9SxMbGArrO2tq1a/nnn3+oXbs269atY926dSQmJnLjxg3WrVunj1w8bPr06SQmJupfD879MiYfb1Mqljdlw1bdH2y1Wstf21Np39KyQOkP2rgtBUd7Fa2a6tJUhtMbSjTzyhXg3jwm0A0FzQ6NwNRV11HIib2L9oF5L7rbotrcORwPSNiwHbtOrXOXtL4/b0qhIM/t1BLOololssMi9SvG5cTGo0lL13egssIMF5nIvBaEqVvelY60OWoS1m7B8cVe+m2Ke+dFoVSU/A/IQ7IiDYd+ZNy6hYlL7lCk7NhYLPz9cWjfHqvatUk+fgzbho3ylhMdRcatW9g2barboHjgs1LKzsl9mSHRZN6Owral4QgAcz93FGYmpJ65DoAmM5u0Mzewqumfp4ykXSexrOqDuY9uKWL990yh+Nff0JKqvKsjqgfmTjaoUI7M7Bwi43VR6RM3Q2lQ0Rs7S93fqxo+7jjbWnE6KO/Qxbefb8O8vw6Qc29OzP35L1qtNu+IgRKuoofh70SDiuW488BKgyduhNCuZu5jJDrWqsT52xF5Vt2zsTBjRPsGfLdFt0CFQgEarRatVqtfF6i0CI6OZ9upq/ciTSaYKlUoFArMTHQ3LRUKMFWp9P/+ADkaDab5zKNsUMkbKwtTDlzSzZvTaHM/M4pSdlGbnRCPJjMj9/3dOHKSEjC9t8iERTk/FKZmZEbkRqkzI8Iwdcr7tyh+/y7s6jfCxFbX8VI88Pf54YiwEE+j2CNRkZGRtG/fHn9/f/744w/MzHKfMePj44OJiQl3HnpWy507d6hQoUKB84BuiMmAAQMYMGCAftuECRPo06cPAPXq1UOlUnH06NF8o0vHjh2jRo0aWFhYYG9vT8eOHVm/fr0+PT4+nqtXr7J69Wr69u2bd0gLug7fg3PAitLug2kcPZnBuYuZmJkp+PSru7RqaknrZrqL/M/ec2b05CguXc3i8tUssrO1vDzYTr//49IB0tM1fDzvLlt/060k1LSBBaMnRzP5/Ri2703jk3dK9hKiKjsb7Lq1J/q7pVg3qktmsK4Ta9VUFzXKSUgkZuGvmFf2R2FiQvqFQEw93TGvbHgBmHUnjOyIaJwG9QHAsnZ1YpesJCf2Lmmnz2PXrd0zbdfTsmpYi+Q9R4ieuxjzSn6knbyATdsmmLjoorvpZy8Tv/xPzCv5kRMbT/r5K7iMG5KnnOSdh7CsX0O/n1W9GsQt/R0TVyeUttao7EvPs8QA4jZuQGVphYmLCxm3bqJOTMRtyFB9evqN68T9sR4zTy/SrgRi4uiEdb16ecv580+cn+uDQqlEZWuLytqamNWryY6NwapmzTz5S4OkvWewrlcJk4fm6ShMTXAe1IGoBRtJvxRExrVQTJztsGliuPCOOimVhO0n8Zk1CgCrmv7E/rodhbkpKUcu4fF6P0qTSp7OfD6sGyduhGJtYUa3elX536aDZN+7MXH6VhjHrofw88T+HLl6h671qrB09wn9QhP3tQwoT2Z2jv4ZUnsu3GByr5Y0ruxDtXJunL8dkefYJdnA5rXxcXHgSlg0FT2caVDRm1fm5/7dXHngDM9Nrc63o3oTnZhCr4bVmbB4Q55yJnZrzi/7TpN8b27l3ou3+N+InmTlqDlxI6RU3Yu4EhrDldDcubND2tbDxETJD3/rOohJaZlsPXWF+eOeZ/vpa9hZmtO9UQAzV+00KMdEqWRKn9a8uVQ3tPp6WCzuDrZM79+OehW9+W3fmWfXqCKgTkslfMVSLP38UahUJJ8/g32DJpi76yK4SnNznDt2JeK3X7Cr24DMqEjUKSnYN2xmUE5WXAxpt65TbrRuBVTrqtV1S6FnpJN09hTlRk945m0rCTRa3cuY5f8XKbTFeMsvKiqKdu3a4evry4YNGwwiR/d17twZU1NT/v77b0AXKfLx8WHevHmMGzeuwHni4uJwds69yF+/fj0DBw7k9OnT+vlUL7/8Mps3b+bChQu4u+euTnby5EmaNGnCokWLGDVqVL5tqVu3Lm3bti3UEudJSUnY29sTf60CdrZPFxTctieVf44b/kFu19KS9i1zlx8/dS6D7Xt1D9Md0tc2zzEfl37mQiYR0Tl075B74RQcks26TSnUDDCja/uiGcrn/5dxh2dkBF4n89YdVE4OuoftmuU+PDUnPpH0c5fQZmVj6u2BRfUqeTrEaafOY+rtganHAw/zuxFE1s3bWNQKwMzLcI5IkTEx3tRNbXYOqSfOoY5PwszXC8taVQ3SM4NCyLxyC6WVBRa1qmLi5GC4v1ZL8vaD2HZsjuLeHVWtVkvasbOok1OxaV4fpbVxlsJXxZs+PtMT0Go0pF2+RHZUNCZOjljVrGXwoF2A9Bs3yAwOxszTE8vq1fN8VnISE0m/dhXbRrmrN6rT0kg5eRKVjTXW9erne8OlKJj4GW9uXsLWo1hU9sGikne+6emBt0m/HIzK0RbbFrVQmpvmSQcMHtCbGRJN6ulrWFbxMdhelMz/MV5H3s/VgVbV/FFrNJy4EcqNhx6Oq1Iq6FK3Cj7ODlwKieLQleA8ZTzfpAYHLgfph7OB7mG7lT1d2HH2OuHxz24ebVFpWLEcdcp7Epecxr5LN/N0HB2sLehePwBLM1P2XbqV56HCpioVg1rV4dd9uXNXTZRKnru3qMSG45fIzDbOEvDKZ/DIpdrlPano4cSfRy8ZbG9ZvTxVvF3JzM7h6JU7ec6Lv7sTFTyc2H0ud5EfVztrujUMICQ2gb3nbxqlvunuxrtkzElOIiXwItrsbCzK+WDpVyFPnvTgW6QH30Jla4ttzToozQ2vG1OuXsbUzgFzz9xl4zNC75B26wZWlapg4VX0w4TVGRnc+vQ9EhMTsbOze/wOz9D968yTl9yxecrrzEdJSdbQsEZUiTwHxlRsnajMzEwaNGhATEwM8+bNM+hANWzYkPLlywNw+vRpWrVqxYABA2jWrBmLFy8mOzubY8eO6aM6Bcnz8ccfExQURLt27bh69SrffPMNn3zyCZMnT9YfNzk5mV69enHz5k0mTpyIr68vFy5c4IcffmDEiBF88803/9qe4u5ElSXG7kSVWkbsRJVmxupElXbG7ESVVsbsRImy51l0okobY3aiSqvS0Ik6dsnD6J2oJjUiS+Q5MKZiG86XlZVFQEAAAQEBbNiwwSDN0dFR34mqX78+p06dYtGiRezfv59+/foxYcIEg2FxBcnzwQcfsGrVKnbu3ImDgwN79uyhcWPDZ/vY2tqyZ88eNm7cyK5duzh16hSbNm1i6NChj+xAAXTq1IkaNWo8Mo8QQgghhBCi9CvW4XylwaJFixg/fjw7duygfRGvoiWRqPxJJOpfSCQqXxKJyp9EovKSSJQoDIlE5SWRqLxKQyTq8CVPo0eimteIKJHnwJiKfWGJkm7MmDHcuXOH9evX06ZNG1T5rJAjhBBCCCGE+O+QTlQBzJo1q7irIIQQQgghRKFptAo0WiM+J8qIZZdkMoZMCCGEEEIIIQpBIlFCCCGEEEKUUWoUqI34AGZjll2SSSRKCCGEEEIIIQpBIlFCCCGEEEKUUWqUqI0YNzHO465LPolECSGEEEIIIUQhSCRKCCGEEEKIMkpr5NX5tLI6nxBCCCGEEEKIx5FIlBBCCCGEEGWUrM5nHBKJEkIIIYQQQohCkEiUEEIIIYQQZZRaq0StNeLqfFqjFV2iSSRKCCGEEEIIIQpBIlFCCCGEEEKUURoUaIwYN9Hw3wxFSSRKCCGEEEIIIQpBIlFCCCGEEEKUUbI6n3FIJEoIIYQQQgghCkEiUUIIIYQQQpRRxl+dT+ZECSGEEEIIIYR4DIlECSGEEEIIUUbpVucz3rwlY5ZdkkkkSgghhBBCCCEKQSJRosSxvSYfy/yosoq7BiWTRj4u+XLZZlbcVShxtPIlypdG9d+8i/w4psnZxV2FEmf56pHFXYUSJzk5mYBP3yvuajySBiVqeU5UkZNIlBBCCCGEEEIUgtzDFUIIIYQQooyS1fmMQyJRQgghhBBCiGciLCyMYcOGUblyZRo2bMgPP/zw2H127txJ9+7dqVKlCi1btmTNmjXPoKaPJpEoIYQQQgghyigNSjQlZE5UZmYm7du3p2LFiqxZs4br168zatQosrOzmTRpUr77bN26lZ49ezJ37ly++uorzp8/z9ixY9FoNAwaNKiIWlF40okSQgghhBBCGN2aNWsICgriyJEjODk5Ub9+fQIDA/nss8947bXXUKlUefZZtGgRXbp0YcqUKQBUrVqVy5cv8+GHHxZrJ0qG8wkhhBBCCFFGqbUKo78Kav/+/TRo0AAnJyf9tq5duxITE0NgYGC++6SlpWFra2uwzc7OjuvXrxMWFvZkJ6UISCdKCCGEEEKIMkp9b4lzY74AkpKSDF6ZmZl56hIaGoqHh4fBNnd3d4B/7RB169aNzZs3c/ToUX0ZP/74o/7/i4t0ooQQQgghhBBPxcfHB3t7e/1r9uzZefJoNBpMTAxnE5mamgKgVqvzLff1119nwoQJdOrUCScnJ+rVq8eQIUMA0BbjyoAyJ0oIIYQQQogySqNVojHiEueaex2ZkJAQ7Ozs9NvNzc3z5HV1dSUiIsJgW2xsrD4tP0qlki+++ILPP/+cuLg4HB0d2bBhAwC+vr5F0YQnIpEoIYQQQgghxFOxs7MzeOXXiWrcuDGnTp0yGOp38OBBrKysqFmz5iPLVygUuLi4oFKpWL9+PXXq1MHLy6vI21FQ0okSQgghhBCijHpWc6IKYsiQISiVSj744ANycnK4ffs28+bNY+TIkVhaWgJw9epVypUrx6FDhwC4c+cO3377LZmZmWg0GhYvXsy6dev48ssvjXK+Cko6UUIIIYQQQgijc3V1ZdOmTfzxxx/Y29tTuXJlWrVqxdy5c/V5srOzCQsLIyMjAwBPT09CQkLw9PTE3t6e//3vf/z555907NixuJoByJwoIYQQQgghyiwNFGoZ8icpvzBatWrF9evXiY2NxdraWh+Bui8gIICQkBD9HClTU1Pmzp3Lp59+SlpaGg4ODkVT8acknSghhBBCCCHEM+Xi4pLvdhMTE8qVK5dnu5mZGWZmZsauVoFJJ0oIIYQQQogySoMSjRFn8Biz7JLsv9lqIYQQQgghhHhCEokSQgghhBCijFJrlaiN+JwoY5Zdkv03Wy2EEEIIIYQQT0giUUIIIYQQQpRRGhRoMObqfMYruySTSJQQQgghhBBCFIJEooQQQgghhCijZE6UcUgnqozYcyiN8Eg1ANUqm9KgjkWePDGxag4eS8fJUUnrppYolYoCpycmqTlwNIMaVc2o4GdqsP3Y6Uw6t7UyUsuKVs/6AQbvQ+MSOXs7Qv++e72qKBW6dh+/EUJ0UqpBfi9HOyp7unD6VhjJGZn67f6ujpiaqLgWEWvE2htfBQ8nqpVzY8/5m6RnZeu3m5moqOPvibWFGaduhJGcnmmwXy0/D6wtzDh27Q5abe72xpV9uBYeQ0JqxrNqQpGpXs6NCu5OBtu2n71Otlqtf29pZkqjSuXQaLQcvxFCVk5umolKSdPKvkQnpXAtPPdzoVBAh1qV2HX+hvEbYSReng74+7sSEZHAraAY/XYLC1NatqiSJ/+Nm1EEB+vOgb29JTWqe3PtWiSxcSn6PI6O1pTzduTCxVDjN8BIAqp44uRkzfUbUcTEJuu3l/N2pFpVzzz5jx6/RXKK7rvhW84JLy8Hzpy7Q2Zmjj5P5UrupKZmEh6RYPT6G4OFuSm1qnuj1Wq5dCWc9IzsPOk1q3lhbm7KlWsRxMUb/ubWreWDVqPl3CXDz0WzRhU5ff62wbkqTZycbQio5kVCfCqXL4UZpNWq7YO7u73+vVqjYe/uy/r3Fpam1K3rR2joXUJD7uq3m5mZUL9BeY4eKb2/LUKUJsXeidJqtQQHB2NiYoK3tzdKZf692ejoaKKjo6lQoQJWVvlfsMfGxhIcHEzVqlWxtbV94nIAQkNDuXv3Ll5eXv/6MLCCHvNZOH0+k3OXMjl2OpMeHa3ydKL+OZ5O75ciaFDHnKDb2VTwM+XvlV6YmCgem56ZqaV5j1DK+5py9mImG3/xpGFdXfnvfhZHi8aWeepTUs0Z3I3t566Rfe9i90xwuEEnqkXV8qgUCtrXrMhbK7YQnRSkT6vq6cLCV/oSGBbF273b0HfecjKyczBRKvlsUFemLv/7mbenKJmaqJg7ogeVvFzo+fFPhMQmAuBmb83iiS+QkpFFcnomHw7qxNjv1+s7BoNa12VQ67okp2fSPTKAD1buAKC8myPjezRn5Ddriq1NT6Nnw2o0rezL1fDcTsLuCzf1nShPR1t+nTiQyIRkzExVWJia8NJ3a0lM010Ufz2iFzYWZng62vH134fYeuYqAAOa1cbdwbbUdqLenNKNWjXKEXwnlhrVvDl77jazZm8CwNLClMYN/fV5FQoF7dtV59M5fxEcHIutrQU/zh/BzZsxTHnDg9cmLSciUvc5m/RaZzb8dbpY2vS0nJys+XjG82i1WpKTM6hTy4cFS/ayees5ANzd7GncsII+v7OTDbVrluOFIfMBaFCvPO9M6c6d0DheGtyCCZOXo9WClZUZb0/uxqRpvxVLu55W/Tq+TJ3QmbDweKytzfH2dGTKjLXcCtZ9p7w9Hfju88FERieSnJLB+2/25LOv/ubA4esAvDqyDY3r+6NUKjh09DpLlh8CoE6NcvTqWpsjJ24WW9uexqAhzenesy63bkZTvoIrCfGpTJuySt8h7PtCI1zd7AgL1XWQsrNzO1FKpYKvvh1GUlI65f1dmf3JRs6euQ3AsOEtiYlJzv+g4j9NjRK1EWfwGLPskqxYO1Hz5s3jf//7H+bm5mRkZGBhYcHChQvp3LmzPk9WVhYjR45k/fr1eHp6EhMTw1dffcUrr7yiz3Pu3Dnmzp3L9u3biY2NZe/evbRt29bgWAUpB+Dvv/9m6tSpxMTE4O3tTVBQEPXq1WP+/PnUrFmzUMd8lt4c7wjAK1Oj802fNCOWKWMdeG+yEympGuq0u8OqP5J5aYDdY9P3HEojoLIZ63/yZMnKRJatSaZhXQtOns3gelA2P8xxe2btLAqfrN9NQlr+kZH3Vm8HYPu7L+dJ69WwOgt3HWXN4fPMHdKdFlX92H3xJsNa12fPxRuExycZtd7GNqZzY/ZdvEUlL8ObBmO7NuNW5F0mL9VdKL/SuTHvvNCOl7/9HYD+LWozbsGfRMYnsfPjV7AwNSEjO4d3XmjH3D/2GUSmSpu9F2/y3dbD+aZN6NqcM8HhTFu+BYUCFr/aj5fbN+KrzQdxd7DB19WB3nN+obafB5N7tmLrmas42VjSr2ktXvqudHYsAQ4fuc6X/9sKgJ2tBb+tGEfNGt5cvBRGfEIan32+WZ+3Xl0/mjatyKF/dBfFLZpX5ujRm3z93Q6GDm5Oxw41WL7yMI0bVSArK4czZ28XS5uelpmpCfO+2UbQbd2NheZNK/HuWz31nahTZ4I5dSZYn3/sqLZkZGSTkJgGQI+utfnqhx0cPnqD7+YNoUplD65ei2TU8Fas/eMEKamZeY5ZGuTkaBg7ZTkpKbr6Tx7fieGDmvHh7L8AeOG5Bly5HsG7n/ype9+7ASMHt9B3orp1rMmLoxahUilZ8eNoliw/hEqlZPyodnw4Z2PxNKoI3LoZzfAhC9BotKhUSpb+Mob2HWuw9e9z+jzbtpxncz43FQKqeZGamsnbU3+jdZsAuvWsy9kztynn40Ttur5Mmvjrs2yKEP9pxdZ1VKvVREREcOrUKW7dukVYWBgDBw6kX79+REfndgRmzZrF3r17uX79OkFBQSxdupSxY8dy6tQpfZ4TJ07QpUsXjh49+q/HK0g5GzdupHfv3rzyyitER0dz/vx5oqKiCAgIoGXLlly/fr1QxywpomNzOH0hk2H9dZEyG2slfXvYsHVPWoHS09K1ODmqAHB2VJGeoUGj0TLlg1i+neVaDC16Ok0r+9K6mj8uttaF2s/S1ISke52vhLR0zE1NcLe3oWudKvy8/9Rj9i7ZKng40bZWRX7ZczJPWlVvFw5fzb24PXLlNvUqeGNraQ6AhZnuvKg1WtKysjEzVdG1flXuxCRw6U7UM2uDMXg42NKpdmVq+LjnSWsZUJ5NJ3V3h7Va2HQykFbVygNgaWpK0r0hjwmpGZib6u5XTenVmvnbj5CRXTqHIAEcfmCoUFJyBmnpWZiZ5X8/rmvnWuzbf4WsLF17LcxNSUpO1+2blI65uQmmpipGjWzNgkV7jF95I4mMStR3oACio5MwM1WhUuZdsUqpVNCpfXW27byg32ZhbkryvfOSmJSOuZkJlSq44e/nyo7dl4zfACM5fylU34ECiI5Jwtwsdzi4Uqk0GNIZE5dsMBpFqVSSnpFNalomKpVue//nGnLw6HUio0vvTatjR2+g0ejuLqnVGuLiUjAzNzXI4+PrRKs2ValQwfAmpbm5KclJht8hgNcmdWH+dztL9U0rYTwarcLor/+iYutEqVQqvvzySzw8PADdsI833niDlJQUg47NkiVLGD16ND4+PgAMHDiQatWqsXTpUn2e0aNHM2zYMMzNzf/1eI8rR6PR8MYbb9CzZ0+mTp2KSqXrNFhZWTF//nxcXFyYPn16oY5ZUtwJzUGphHJeuRc6fuVMuBOaXaD0Zg0t+HtnKt8vTWD2N/G0a2HFj8uTaNnEAm9PEzbvTOX6raxn26gntPlUIG2rV2BYq/psmT6Sfk1qPn6ne47fDGVk24YMalGHjrUqczoonLefa8v//j6Ii601batXwN4q71y00uD9gR358s8DZOdo8qTFJqfh6+Kgf1/OxQGlUoGno67TfeJ6CNNfaMfEHs1JzchCrdEysmNDvtv8D9V83Gge4JfvxWRJdzkkCqVSQdd6Vfnm5d4sm9Afy3udBTMTFc62VoTfzR06Ex6fhJejLrIbEpeAs40Vozo04s3erTl+PYT6/t7YWZpzMDCIFgF+VPMuXRHcB9Wp7UvXLrX4cMZzXL0aydlzd/LksbAwpVXLKmzfkdtZOHv+Dl071+K5XvXo17chp8/cZsigZuzYeZHsbDXNm1XCzdXuWTalSHVoW43ePery5qSuLF52ALUm7xVtw/r+mJqacPhYbmf0zPk7jBzWiv59GxFQxYObt6J5bVxHvluwC28vR5o1roilhWmeskoDJ0drOrWrzpD+TejeqRa/rs6N7P6+4SR1a/nw0ovN6NuzHiMGNWfRLwf06dduRPL62A5MHteJS1fCcXW2oX3rAFb/cZzaNcpRr7ZvcTSpSFSu4kHnrrV4bVIXLCxM2fXA9+T8uTs4OFjRsVMtvvx6CDNn9dPPUb52LYIatXzo178xw19uzZnTt2nXoTrhYfEEB8XQpGklfP2ci6tZQvynFPucqAedPXsWgPLlywMQERFBREQEjRo1MsjXpEkTTp8u+Nj5gpRz/vx5bt++zddff51nfxMTE4YMGcLcuXPJycnBxKREnbbHylGDSoXBQhGmpgpycgqW7uVhwppFHqzekMyYl+zo3NaSboPC2bPem1a9Q/FwU3HxShZrFnmU+PlR7/y2Tf//rQLK8/XwXuy5eJP41PTH7rv93DUszUyo6ePBWyv+pqK7EzlqNdGJKax+fRCXQqOY3qctfeetIDWzdHQqAfo2q0l0QgrHrt3B0izvhdpv+8/yzSu9Sc/KJjk9k56NqgGQo9F1uOas28eIDg2xtjDltUUbGd+9GSv2naFj3cqM7tSYuORUnmtSg7d/2fJM2/W0Np+6wuZTVwCwMDXh19cGMrxtAxbuOIbq3t1ytSa305mdo9HfLVdrtIxb9CcvtqzDueAIVh06w9Lx/Xnr17/5Ymh33OxtcLGz5scdR9lw4nLeg5dwVap4UD3AkwoV3Dhz5jZKpUJ/Z/2+tm0CiLubwsUHJs0HB8cy7+ttNGtaiWW/HCQyMpFRI1szbfpaFi8YSfDtWKpU9mDKtN+4cyfuWTfrqTVq4I+NjQU21uakp+f/G9C1U0327LtMzgM3LNZvOIlGraGctyPvfLCOtq0DCLwajo2NBR++25tbwbGMGt6Ksa/9km/HrCSzs7WgSQN/XJxtSc/IRvtAqESr1RKfkEaDOn6k3Ttf2Q8szvLx3M0M6teYDI2Wxb/+zVuvdeHHZfsZ2r8p7VoFkKNWc+rsbeYv3fesm/XUyvk40bhJRfz8XQm9E6f/TQH4c33uiAA7O0sWLh1F56612bblHKkpmbw/fS1dutVm357L7Np5kf99M4w3J61g7ldDyMzMxtfXhS8/38yJ47eKo2miBNIYeU6URuZEFa/4+HgmTpzI888/T7Vquou0uDjdH1FnZ8O7Ki4uLvq0gihIOXfu6O6k+vv7k58KFSqQnp5ObGysPnpWWJmZmWRm5g5tSEp6NsMR3FxUZGdDQqIaB3tdhC06Vo2bq6pA6QCtmlrSqqmugzTyjSjen+LEuUtZuLuq2Lbam5Xrk/l5dVKJ70Q96OCVYDJzcqjo7sTJW2GP3wHYcOIyG05cxlSlYsVrA5n400YGNKvNLwdO8/O+k3wysDOtq/mz9exVI9e+6LzeqyXLdp+kR8MAzEx0/+btalVkz4WbhMYmcuzaHV75YR1d6lXB2sKMeX8eYPFrLxAep/v8pmdls2DrEQCqeLlQ1duVuX/sZ+XUQUxa8hc3ImLZ/tFobC3N86zqV1pkZOew99JNAu5Fj9KzsknLzMbRxpLgmHgAnG2tiEvOXVksOCaeOX/uA2B42wbsu3iT5IxMavt50nnWEip7uvBh/46lshP1+7rjAKhUSn78YQTdutZm0+azBnm6dKrF9h0X8+x77Pgtjt27uJs96wXmL9xDowb+XLgYyuwvNtP/hcZ06lCDpT8fyLNvSTdnnu5GgaeHPcuXvMKpM8H6hTMAbKzNadG0Eq+/ucpgP41Gy/qNuhEYdrYWvDOlO69NXclr4zqyYPFedu8L5MvPBlK9mjcXLpWu1QuD78Qx60vdoju9u9bh3Sk9GPaqbgTIlPGdOH8plKUrdAtG1K/jy6z3nue5wd+TnaMmMSmdhT/vB6BR/fLkqDWcOnubdyd3Z+TEn8nOVrPmp7GlshO1d/dl/WIRH816gaHDWzL/u5158iUlpXPqRBCVKucOKb56JYKrV3QLIo1/rRN//H4cV1c7VColb01eRZOmlejeq550ooQwshLRdUxOTqZHjx44ODjw888/67ebmuruij/Y8QBIT0/XpxVEQcq5PywvJSWF/CQn64btPM0KfLNnz8be3l7/uj+00Nj8fU3wdFexY3+aftuOfWk0b2hRoPQHHTqWTly8mj7dbEjP0OjnSjk5KEnPKNl3SJ1sDDt4no622JibE5WY/7/5o4xu34hNpwKJSUrF4oG5UolpGViYlph7EwVy8FIQVbxcaFGtPE2r+gFQr6I3Hg66z7qtpTkXb0fy5Z8HmPvHfhpUKseBi7fyndfz9gvtmLNuLwDmpiYkpmWg1UJKelapOy/Otoard1bxdCH6gc/K+dsRNL93vkA3R+pccAQPc7O3pnu9qvy09yQWpiYkZ2Si1ZbOz4qVlRmmprk3V9RqDQmJaVhbGQ5r9vCwp1bNcuzYmbcTdV/rllWJu5vKpcthmJub6OdKJSfr5gSVJo4Ohp+V+Pg0NBotlpZmBtvbt6lGeEQCV69H/mtZY15uy/LfjpCekY25uQnJybrflqTk3PkvpcXD5yUmLsXgs2Jvb0X0A0vBR8ckY2NtjpmZymA/UxMVY4e34Yclut8WU1MVqamZ+uXSH35cR0mmVCmwszP8WxQbm4zVvfOSX3p5f1diY/OuulehghsVK7qxfdt5zMxNSEp64DtUyj4rwrg0WqXRX/9Fxf4tS0lJoXv37mRkZLB7927s7XOfjVCuXDkUCgXh4eEG+4SHh+PrW/Cx0AUpp3bt2igUCs6cOUOLFi3ylHH27Fn8/f2xti7cYgQPmj59OlOmTNG/T0pKKrKO1OnzGVy+ls2t4GzMzBSsWJdM7epm1K5ujkKh4L1JTrz+bixh4Tmcu5zFrdvZjBmmO9ePS78vJ0fLWx/FsnKBLhLXqK4FoyZH882iBNb+lczIQSV7LkP1cu6Mbt+I3RduoFQqGNisDlvOXiEkLvdOcauA8thbWeie/1OxHLaW5vxz9bbBcD8fZ3taBpRn2Pe6FdaOXr/DW73aYGqionvdqgyfv/aZt+1pvL9yu/7/Lc1M6dqgKv/bcEC/xLm3sz2Tn2vFnvM3qOzpQud6VXj527xtfL5pDS7fieJGhC66e+zaHd56vg03I+NAATEPPXOrpPtmZC9O3QonJDaBhhW9aVLZl4FfrdSnL951nO9HP4dao8HC1JTu9QMY9t3qPOVMe64tX/99iBy1hujEVJQKBa92bkoVLxeO3Qh5lk16ag4OVsyY3pt/Dl8nMTGNunV8qVTRjbn3Vuu7r3PHmpw7f4fomPyj7RYWpgwb2pyp03Tn69yFEEa93IawsHh696zHolIWWWjauCKtW1Th+KkglAoFnTrUIPBqBMG3DZ8b16VTTbbt+veOZfUAL1xdbNl/SBfJPn32NsMGN8fXx5k6tXz46rsdRm1HURs/qh1p6VlcvxmFk6M1z/esx5+bzujTd+8PZPSwltjamJOalkWvrnU4fPwmqWmGQyGH9G/C9r2XiLuru4lx9kIIk8d3IisrhxtB0XmGkpZkKqWSL/43mKOHrxMdlUTFyu506Vabt6f+pk+f980Q/jl0ndiYZJo1r4Srqy1bHor0Akx4ozPff6P7/Q66FU15f1f6v9iEJk0rcexo6XyEghCliUKrLb61XFJTU+nWrRspKSns2rULJyenPHmaN29O+fLlWbVKN/whPT0dT09P3nvvPd566y2DvKGhofj4+OS73HhByunTpw9nz57l0qVLBp2lmzdvUqNGDT755JNCHfNxkpKSsLe3J/5aBexsn64X/9ufyWzZZXiR+nx3G/r2sNG//3NLClt3p+HkqGT8CHt8yxlG8x6Xfux0BpeuZvHyA52lE2cz+GVNMjUDzBj7kh0KxdPfEaz95finLuPf1CjnTte6VTBRKjl7O4Lt564ZpL/etbl+cYD7Fuw8yu3YBP375xvV4HpkLBdDclee616vKvX9vdl14QZHr+edZF8UVM9gmpWpiYqPBnXiyw0HuJucG5ms6+9F94YBJKSm88eRi0TG570rOvm5VizcelT/kF4zExUvtW+Ao40lK/edIfyucYavaox0K8jSzIR+TWtRwd2JsLtJbDx+mdjkhx4EWt6LHvWrotZq2XD8ElfCYgzS3eyt6dukJgt3HNNv83K0Y2ibesSnpPPLvlMGD+gtSi4XjDN00t3Njq5dauPkZE1YWDw7dl0kISHNIM/I4a24cDGEk6eC8y2jYYPyWFqacfBQ7vevXl0/2rSqysXLYewy0op0WpXxIha1apSjdYsqKJQKrl2PZM/+QIN5T1ZWZkya0ImFS/ZxNz7/GwoD+zXm0OFrhD3wYN3e3evi7+/Ktp0XuHrt3yNYT0NjpPOiUEDndjWoWc2b1LRMjp0K4sx5w9/HFk0q0aCOL6amJly7GcW2XRcN5kWZmqgYM6I1C3/ap58PZmNtzov9GmOiUvLb+uMkJj1+TuuTME3OfnymJ2BjY0GPXnXx8nYiJjqJ3bsuEhGeoE+3s7Oke6+6eHg4EBZ6ly1/nyU1xfD77F/Bldp1/dj4R+78qQoV3OjRux5hYXfZsP6kUTqXy1ePLPIyS7vk5GQCAgJITEzEzq5k3Uy+f535yfH2WNgYL26SkZLD+433lMhzYEzF1onKycmhY8eOBAYGsnz5coMOVPny5fUPuN29ezddu3ZlxowZNGvWjG+++YZLly5x/vx5/T9UXFwcQUFBREdH06NHDxYuXEiDBg3w8vLCy8urwOVERkbSrl07LC0tefvtt/H19eXChQt88sknNGjQgPXr1+tX7SvIMR+nKDtRZYkxO1Gl2bPoRJVGxupElXbG6kSVZsbsRJVmxupElXbG6kSVZtKJyks6UdKJeuYSExPp0KFDvmnvv/8+zz33nP79nj17+P7774mKiqJWrVrMmDGDcuXK6dM3b97MzJkz85QzZswYxowZU+ByQBcdW7RoEbt27SImJobTp08zdOhQli1bZpCvoMd8FOlE5U86UfmTTlT+pBOVP+lE5SWdqPxJJyp/0onKSzpReZWGTtRHxzoavRP1YZNdJfIcGFOxDucrDT7++GPmzJnDkSNHqFOnTpGWLZ2o/EknKn/SicqfdKLyJ52ovKQTlT/pROVPOlF5SScqL+lE/Xc7UXLl/hgzZsygb9++zJ49G7XaOHMXhBBCCCGEMAY1oEZhxNd/k9zDfQylUsmKFSuKuxpCCCGEEEKIEkI6UUIIIYQQQpRRxn6W03/1OVH/zVYLIYQQQgghxBOSSJQQQgghhBBllFqrRG3EaJExyy7J/putFkIIIYQQQognJJEoIYQQQgghyigtCjQY71EGWiOWXZJJJEoIIYQQQgghCkEiUUIIIYQQQpRRMifKOP6brRZCCCGEEEKIJySRKCGEEEIIIcoojVaBRmu8eUvGLLskk0iUEEIIIYQQQhSCRKKEEEIIIYQoo9QoURsxbmLMskuy/2arhRBCCCGEEOIJSSRKCCGEEEKIMkrmRBmHRKKEEEIIIYQQohAkEiWEEEIIIUQZpUGJxohxE2OWXZL9N1sthBBCCCGEEE9IIlFCCCGEEEKUUWqtArUR5y0Zs+ySTCJRQgghhBBCCFEIEokSQgghhBCijJLV+YxDIlFCCCGEEEIIUQgSiRIljtPV7OKuQomU4aAq7iqUSA7rzhR3FUokZaXyxV2FEkeRllHcVSiRNNaWxV2FEunnbeOKuwpCFAmtVolGa7y4idaIZZdk/81WCyGEEEIIIcQTkkiUEEIIIYQQZZQaBWqMuDqfEcsuySQSJYQQQgghhBCFIJEoIYQQQgghyiiN1rgr6Gm0Riu6RJNIlBBCCCGEEEIUgkSihBBCCCGEKKM0Rl6dz5hll2T/zVYLIYQQQgghxBOSSJQQQgghhBBllAYFGiOuoGfMsksy6UQJIYQQQgghnpkrV65w7Ngx7O3t6dSpE9bW1o/d58iRI9y4cQNra2uaNWuGp6fnM6jpv5PhfEIIIYQQQpRRaq3C6K/C+Oyzz2jYsCEbN27ko48+IiAggOvXr/9r/tTUVFq3bk2/fv3YsWMHixYtokKFCixZsuRpT81TkUiUEEIIIYQQwujOnz/PjBkz2LhxI7169UKtVtO5c2fGjx/Pzp07891n7dq1HD16lJCQENzd3QF4//33eeuttxg1ahQKRfEMJ5RIlBBCCCGEEGXU/dX5jPkqqLVr11KuXDl69eoFgEqlYty4cezevZuYmJh891EoFJiammJvb6/f5urqilJZvN0YiUQJIYQQQgghnkpSUpLBe3Nzc8zNzQ22Xbp0ierVqxtsq169OlqtlsDAQFxdXfOUO3jwYHbs2EG3bt3o1asXsbGxrF+/np9//rnYolAgkSghhBBCCCHKLA0KNFojvu6tzufj44O9vb3+NXv27Dx1SUpKwsHBwWCbo6OjPi0/CoUCT09P7ty5w6lTpzh58iRmZmbY2dkV7YkqJIlECSGEEEIIIZ5KSEiIQcfm4SgUgKWlJcnJyQbb7neerKys8i3366+/5pdffjGIVH311Vc899xzBAcH6zthz5pEooQQQgghhCijtPeeE2Wsl/ZeJMrOzs7glV8nqnLlygQFBRlsu/++UqVK+db/6NGjNG7c2GCoX/fu3UlKSuLSpUtFdZoKTTpRQgghhBBCCKPr3bs3gYGBnD17Vr9txYoV1K5dG19fXwDi4+NZuHAhYWFhAJQvX57Lly+TlZWl3+fMmTMA+Pn5PbvKP0SG8wkhhBBCCFFG3Z+7ZMzyC6pdu3a8+OKL9OzZkzFjxnDjxg3WrVvH9u3b9XnCwsIYN24clSpVwtvbmylTprBy5UratGlDv379iI6OZuHChUycOBEfHx9jNKlApBMlhBBCCCGEeCZWrVrF2rVrOXLkCP7+/pw7d46qVavq052cnBg7dizlypUDwNvbm2vXrrFq1SquX7+Ora0tf/75Jx06dCiuJgDSiRJCCCGEEKLMKuyznJ6k/MJQKBQMHDiQgQMH5pvu5eXFwoULDbbZ2dnx6quvPnEdjUHmRJURl65mcuhYOoeOpRN0JzvfPNnZWk6fzyA4pPDpOTlaLgRmkpSsMdiekaHh7MXMp2/AM2RjbU4lfzcsLUzzTbe3s6RKRXcsLc3ypFlamlHBzwWVyvCr4+RgjYdb8S61WRSc7a2pU8UbM1NVodJdHKzxcXfIk9/P0wnrfM5jaWFqZkKFWr44/Mu/7ePSfap64eCaNy2gUcUireezZm5hSoWqHtjYWeZJq1DVgxr1/KhRzw8X97xtNzVV4V/FHfOHvn+WVmb4Vsj7fJDSxM3LEd9K7qhM8v/T6uhqS8Ua3vmeNxs7S3wru+d55omrpwOOrrZGqe+z4u3njJevU5622TtZU6OeLzXq+VK1pne++7p7O+DmaZ9ne4UqHpiayX1gIUTxKRG/QDk5OahUqsc+MCsjIwMLC4t/TVer1SQnJ2NjY4OJyb837XHlAGi1WtLT0/91ucXC1t3Ylq1O5tipDG4EZzPwORu++sTwYuTy1Sy6Dw7H3FxBdKyafj2tWTzPTV/vR6Wr1Vra9w3jboKaxGQNu9d5U6Wi7sL4s2/icXNRUbdm3hVYShozUxWvj+lIyyaViItPwdPdge+X7GHLrgv6PONGtqVXlzpERifi7mrH7K+3cOjYDQA83e35bs5gUtMySU/PYsK0lag1WgA+nNaLb37cVRzNKjIKBcyd/Bw1K3rSd+pSQqMTCpTesXEV3hzegaysHLYeDmTB74cAcHW04eNx3Rn98W/PuCVF44VJ3RkwuQdxkQl4+LlyePMpvnxlEVqttkDpk34YRb12NbC0NmfOyAWc3nMRgDYvNKFumxpcOXGz2Nr2NAaPbUvvQU2JjUrCy8+Zv1YdZdm3O/XpfYY2x9vXGd+Krvz+8yHWLj2gTzO3MOWbVa+iRYulpTmThi4kIS4VgDFvdef0kevcuZX/E+tLMt/K7rzxWX+c3e3JzsrB1MyE2a8t5+q5O/o8k2b3p0XX2kTeicOrvAurvtvJ+iX7AahcqxwzF79MWkomITei+PjVZQCYmql4f+EIZr7yU3E066lVqubFlI/6YGKqwsranJTkDD6YuJzoiEQAKlf3YtDoNljbWmDvaMWg9l8Y7N9nSFMGjGwFCgW/LdrHpjXHAfCv7M6rb3dn2qjSeV6EeNZK0pyosqRYI1EbN26kVatWODg4YG1tTYcOHTh//nyefB9++CEODg7Y2NhQuXJltm3bZpAeHh7OzJkz8fPzw9HRkUOHDuV7vMeVA3Du3Dl69uyJlZUVLi4uODo68vLLLxMZGflEdX9W5n7owoG/ytGjk3W+6ROnR/N8d2uuHvbjyj++bNmVxsZtqQVK338kHUtLBRcP+PHmOEd+/FX3B/D6rSx2H0xj3Ii8dwlLImtrc85evEOfl35g1Bu/8OHnG5k6vjMW5ro74g3r+tGzc21GvPYTL7++jE/mbWb6pO76iFXPzrVZv+kUwyf8REJSOo3q+QPQvWMtrt2I4tbt2GJrW1EY0Kke125HFzr9pV6NmTjndwa+s4w+bWthaqKLUk0e0pb5aw+SnaM2Wp2NSaFUMLzGVMY1eY+Rtd+kfvuatBvYrEDpDm521O9Qk5drv8XsEfPpP7kHAJY2Frz4Zm9++mBNsbSpKCQnpTO041wmDpzPhBd+4PlhzalUzVOf/r/3/2Dq8MVcPnsnz77N2lfjRmA44/p+z/7tF+jYux4AVWuVw9XDjoM7im+p2qfh7u3Eoll/MaL1p7zS8XMObD7La5/006fXbV6JVt3qMKbTF7z23Ne8N2IxL7/dAztH3U263sNbsvjTTbzS8XNcPR0oX1V3PvuPac+eDae4G53/AyhLOmc3W2a9uZoxz3/HsC7zuH0jmuETO+rTTx66ztQRS/jxiy357j9gZCvGDZjPa4MWMHB0a/32ce/0YMGcv41efyHKCmMub37/9V9UbJ0otVrNzz//zJw5c4iLiyMyMhJPT0+6dOlCYmKiPt93333H119/zebNm0lLS2PkyJH06dOHGzdu6PP88ssvaLVa1q1b96/HK0g5R44coVmzZvj4+BASEkJaWhqnTp0iPDycpk2bEh0dXai6lxTxCWoOHM1g/EhdZ8fd1YQXetnw55bUAqXHxWvw99V1JCqUNyUuXjek740Zscz7yBWVqnR8eeIT0ti1P1D//tKVcExNVdjZ6qKSNQO8OX85lOgY3UPgjp68BUCDurrlM+3tLImI0v37hkfEY2dnga2NBf161een3/55lk0pcm6ONvTrUJfFfxwpdLq9jSXhMYmkZ2aTlJqBtaUZjWv6odXCsYu3jV11o/n9f3+TnpIBQEJ0EkEXQ3Ar51ygdFtHG+LC41HnqIm4FY2dkw0AL73fjw3zt5Mcn0pptem3Y+Tc6xhHhN4lMT4VB2ebAu1r52BFZFi8bt+Qu9g5WKFUKnj17e7Mn116L4pP7As0iDqd+ecarl4O+vc2dlbcjUkiPlb323LzUigA1veG9dk5WBMZeheAyNC72Dla4eHjRKN21fjr19L723Js/1XC7+japdVquXoxFAen/G/05cfUzITEu6nERSdjce9mVuc+9bkRGE7Q9Sij1FkIIQqq2DpRKpWKDRs20KJFC8zNzbGzs+Pzzz8nMjKSY8eO6fN9/fXXjB49mpYtW2JmZsa7776Lh4eHwYSz6dOn89FHH+lX8chPQcoZO3YsDRo0YMGCBbi4uABQoUIF1q9fT0ZGBtOnTy9U3UuK+3OkKvjlzkGoVN6UW7ezC5Rev5Y5W/eksWlHKj/8lECTBhb8vikFHy8TGtU15+KVTBKTSk+0oWolDxrW9WPa613Zc/AK0fcubFJSM3FyyP0Db2lhioW5KeU8nQAIvB5J7651aNaoIi2bVubK9UjGDm/Nit+PotVoqVDeFZN/mQtR0r01vAOL/jhMWkZWodMv34rk5eea8lzbWiiVClLTs5gwoBVfr9qHs70Vvh7F8yTxouTs5Uj1ppU5u/9ygdIjg2Nw93Oh7YBmvPhWLwKP36B8jXJUrlee7b8ewKeK57/OoyoNfCu4UruRP6OndiUxPpVzx24VaL9rF0Np27UWjVpVoWvfBlw5F0LPF5tw+shNosMTdHOlLPOfq1iatO5Rl3NHcm/Qndh/heysHIa83pl6LSrz+qf9ObT1AhG34wC4dj6EPiNb0bxzTarXL0/w1Qhe/aAPSz77C0srM/yqeKBUlo6bVQ+zsjGnRj1f2narRa+Bjdm46miB9w27E8cLw1swcFRrgq5HYWNrQZ/BTVk+fw+uHva4ezsYr+JClCH3h/MZ8/VfVCLmRN13547uTt79DkxsbCy3bt2iVatWBvlat25dqM5KQcoJDAzkwoUL/PZb3vkb1tbWjBgxgoULF7J48WKUyrwXyg/XvSTJygZTUwwiRhYWCrKytAVKr1jelDkznFn4SyKN6lrw4nM2dHghjB1rvOk2KJzQ8BwSkzVsX+NFzYCSPzdqcL/GeHs64uxkzfyf9um37z98ldFDWzHmpdacvRhC7651yMrO0adv23UBNxdbnu9el8W/HsTa0gwPN3suBoaxfMEoUtMyycnRMO7NFaVqCFvbBpWwMDdl17GrWJrnvYB9XPqXv+5h4sBW+Lg78s63mxjWoxHbjwRSzd+d90Z1Jj0zm30nr/P1qv3PojlFzsLKnA9+e4MtP+3Ndx5TfunZmdl89tIP9J/Ug7iIeJZ99DsfrJ7E/KnLGT9vGE171MfC0ox5ry7m2Nazz7hFT6/jc/Wo06gCnj5OrP/lH3JyNI/fCbhyPpQ/lh+m9+Cm/LP7MlfOh/Dx2HZMG7WUr1eNxcREhaW1OVNfWkRsVOkcwtaxX0MatglgUt9v9NuyM7M5tPUCPYc1p0mH6ji62PLTF7mRt3WL9jJ8ajc692/M19PXUrNRBRLvppKaksmindNITcogOiyeGSMXF0eTnoq3rzMvv9EZF3c7YqMSCQkq+Jy3L95dx4iJHdFotXz5/h+8PKkza5YeoF332gwb3x6tRsv6X/9h/a+HjdgCIYTIX4npRGVmZvLGG2/QvHlz6tXTjZO/P3zu4Y6Jm5tboTpRBSnn5k3dxU+VKlXyLaNy5cokJiYSGxuLm5vbY+uen8zMTDIzc1eyS0p6NhcJTg5KsrIgJVWDjbWuA3g3Xo2jg7JA6QCDnrdl0PO6FaLe+iiWCS87cPN2NukZWi4f8mPhL4ksWJbID3PcKOk+/PwvAMp5OrLkm+EE34nl+q1oYuJSGD9tBQOfb8TAPg3Zue8y5bwciYzWDeFTa7T8vEo3tEahgB8+H8JnX2+ha4eabN19kZ9WHuLjd56jWaMKHDhyvdjaV1hThrZjyYYj1Knijfm91a4C/N1Jy8jiblLaY9PjElP5aJFufqGXqx2t6lVg9Me/seDdAbz59UauBUez4X+j70Wy8l8ZsqQytzTj4z+mEnotgkXvrCpU+sV/rnLxn6sAdBrailvnbxMZHEOr55vwUrXJVGngz8sfDSiVnaifvtoB6FaU+/a3V4mJTGDP5nMF2nfL7yfY8vsJAKbNfoFfv99F7Ub+RIXF88nk3xg6rj2dn2/AqoV7jVZ/Y2nTsy4j3+rO9GE/EvdAJ7DLwCa07lGHkW1nk5mehaunAwu2TiXsVgzXLoSQmZHNok91v0vmFqbM+30i7w1fxLBJXVjx9Xa2rj7G/36fSJXaPlw7H1JczXsi1y+HM3XEEgCGjG3Lu3MH8tqghY/ZSyf8zl0+m7YWgKo1vXH3cmD/9ov8snUKrw/+kaysHH5cP1E6UUI8hiwsYRwlYuxRTk4OgwcPJioqijVr1uRZ6U6j0eTJ/ySr4T2qnPvRpezsf1v+W7fd3Nww0vK4uj9o9uzZ2Nvb61/P6inLFcub4uig5ODRdP22/UcyaFTXokDpD7p4JZMTZzJ4eZAtcfFq/MqZ6Mu4P1eqpDJ7aDnc0Ih4EpPScH9gCerQ8Hhmf72VqR/8TuC1CDxc7Tl3Ke9Fy/Pd63H6/G1Cw+Oxs7UkIjIBgPCIBOxs8y5fXJKFxSTSs1VNJgxoxZi+zQEY1r0h1St4FCj9QVOGtuebVftRa7TY2VgSHp1IZnYOd5NSsbF69IqYJY2puSkf/T6ZhOhE5o1dVOj0+2wcrOg7sSu/fvIH1g5WJMQkkp2ZTcStaGydCjaXqKR4eEnplKR07tyKwc3TodBl1W7oj7mlGccPXsPO/qG5Uval6zsE0KJLLV79oA8fvLyEOw/N1/H0dSboagSZ6brhsDERCcRFJeFZ3jlPOYNf68SWVUdJvJuKrYM1kSH35kqF3MXOseDziUoCM3PDz8uls3ee6LOiUCh4dVp3FnyuW4DCytqcmMhEEu+molAoSu1QRyFE6VbskSi1Ws3QoUM5ceIE+/fvN5jX5OXlBUBUlOEfpOjoaH1aQRSknGrVqgFw+fJlmjRpkqeMwMBA3NzcsLfPXYnuUXXPz/Tp05kyZYr+fVJSUpF1pIJDsgkNzyEqJockCyWHjqXj622CbzlTVCoFr42yZ9L7saRnaDl/OZOjpzL4ca5uGfTHpT9o0oxYvp7likKhoF5Nc8a+Gc2GrSn89FsS7Vs8ejn44tasYQVaNq3MgcPXyM5W075VACqVinP3JnkDfDGzP3/+fRoLc1NGDGrOqvXHiE9IMyjH0cGK7p1qM37aSgAuXw2nX68GxCem0bZlVd779M9n2q6nNe6ztfr/tzQ3Zf+S13nvh7/1S5g/Lv2+1vUrkpSaztlrYQBcvBHB8F6NuXo7GmtLc2LjU4zelqL0/qrXcfZyYtXnf1GtaWUA4sLjiQyOKVD6fSM/GsCaeZtIS04nIzUDa3srOg1pRZWG/lw5foPSxMvHiTHTurNz42mS4tOo3cifOo39+fmbHfo83n7OODjZYGNniZunPTXq+RF+J474uNx/f5WJktFTuzBrymoArl4IZdDYtpw7dovu/RuxaXXJm1v6KPVaVGbaV4P5ee4WLCzNqNGgPACXTgUDcOrAVT5aMornRrTk9rUo6resgou7PZdOBhmUU66CKzUa+rPsy60AXDl7m17DWmBhZUbtphVZPHvTs2zWU5vy8fPcvBLBzcAIHF1seHF0G/ZtzV3F1sLSjIoBHpSv7I6JiYoa9XzJzMjmRmCEQTk9BzTi7PFbhAbrVkC9fjmcwWPakpmRRWTYXTT3HjUhhMifRKKMo1g7Ufc7IYcPH2bfvn34+/sbpDs4OFCzZk12795N//79AV00ac+ePYwZM6bAxylIOf7+/rRo0YKvvvqKl156CZUq92GisbGxLFu2jHHjxhW47vkxNzfPE8kqKlt2pbL6T91FSgIa3v00jhGD7Hh5kG4Oy/tTnLC3VbHw10ScHFTs+t0L33K581selw5w+EQ6bZtb6p8J5eluwvezXVm8Iola1cz0q/uVVPsPXyMnR0OndtWxMDflVnAM495cTvK9FdYAvlu8m2EDmmFmquKnlf+wM5+FBNq3CmDx8gNkZenmS+09dBVvT0f69qjHL6sPczO49D3n5j6NRsvZq2FkPjAXrKDpbRtW4rvVuc8E+m71fiYMaEXbBpWY/t0mNNrSdaFjaWNBcnwKI2a+oN92aMMJ/vhuW4HSQbfghImpCft+102m12i0fDL4W4a88xwJMcksfm/1M2pN0bh9M5pfv99Fz4GNcXS2ITzkLpOG/MjtG7lL37fpWosGzSuDFvwre+A/yYPflx3k6N4r+jwNmldmx4bTREck6MtdMX8PPQc14eQ/19m/7cLDhy7RPH1duH4hlJZda9Oya2399neGLiQnW825Izf4ZNwyOjzfgCbtqxMVGs+bL/5AbIThaq7t+zRg4Scb9M8a27T8Hxycbeg6sCnff/AH8fdWDi0tvp65kX4vNaff8BakJmfw+88H2fXAsE8XdztefqMzAHduxfDyG52Jjkjg8+m5K+2amqqoUc+P/32Ye3Pqq5kbePmNTpiYqAzyCiHEs6TQaovnykaj0fDSSy+xc+dOtm7dSoUKFfRpVlZWmJnpHub622+/MWLECH766SeaNWvG3LlzWb16NZcvX8bTU/csjaysLNLS0ggPD6dGjRps2rSJli1bYmFhoX+obkHKuXLlCq1bt6ZJkybMnDkTX19fLly4wJtvvolSqeTAgQNYWVkVuO6Pk5SUhL29PfHXKmBnWyJGVpYIbV95pbirUCJlOKgen+k/yGHdmeKuQomkrFS+uKtQ4ijSMh6f6T9IY136hk8+Cz9vG/f4TOI/Lzk5mYCAABITE7GzK1mrrt6/zuy0ZSym1gW7Nn0S2alZ7Oz+Y4k8B8ZUbJGohIQENm/eDED79u0N0r777juGDRsGwKBBg0hPT+fzzz8nKiqKWrVqsWfPHn3HB2DdunWMHz8eAHt7e4YOHQrAO++8wzvvvFPgcgICAjh9+jSzZ89m8ODBxMTEEB8fT//+/fn111/1HbKC1l0IIYQQQghR9hRbJKq0GDt2LOvXr+f06dP4+voWadkSicqfRKLyJ5Go/EkkKn8SicpLIlH5k0hU/iQSJQqiNESiOm4Zi4m18R5Bk5Oaya7/YCRKrtwf45tvvqFSpUqMHj0atbr0PPtHCCGEEEIIYRzFvjpfSWdhYcHRowV/wroQQgghhBAlhazOZxwSiRJCCCGEEEKIQpBIlBBCCCGEEGWURKKMQyJRQgghhBBCCFEIEokSQgghhBCijJJIlHFIJEoIIYQQQgghCkEiUUIIIYQQQpRREokyDolECSGEEEIIIUQhSCRKCCGEEEKIMkqrVaA1YrTImGWXZBKJEkIIIYQQQohCkEiUEEIIIYQQZZQGBRqMOCfKiGWXZBKJEkIIIYQQQohCkEiUEEIIIYQQZZSszmccEokSQgghhBBCiEKQSJQQQgghhBBllKzOZxwSiRJCCCGEEEKIQpBIlBBCCCGEEGWUzIkyDolECSGEEEIIIUQhSCRKCCGEEEKIMkrmRBmHRKKEEEIIIYQQohAkEiWEEEIIIUQZpTXynKj/aiRKOlGixEl1k49lflw3XSvuKpRICifH4q5CiaS2kO/RwxQKy+KuQon087ZxxV0FIYQodeSvrBBCCCGEEGWUFtBqjVv+f5HMiRJCCCGEEEKIQpBIlBBCCCGEEGWUBgUKjPicKCOWXZJJJEoIIYQQQgghCkEiUUIIIYQQQpRR8pwo45BIlBBCCCGEEEIUgkSihBBCCCGEKKM0WgUKI0aLjPkMqpJMIlFCCCGEEEIIUQgSiRJCCCGEEKKM0mqN/Jyo/+iDoiQSJYQQQgghhBCFIJEoIYQQQgghyihZnc84JBIlhBBCCCGEEIUgkSghhBBCCCHKKIlEGYdEooQQQgghhBCiECQSJYQQQgghRBklz4kyDolECSGEEEIIIUQhSCdKCCGEEEKIMur+c6KM+SqMkJAQBg0ahL+/P3Xr1uWbb755ZP7PP/8cDw+PPC9vb28yMzOf4sw8HRnOJ4QQQgghhDC6jIwM2rdvT0BAABs3buT69euMGDGCnJwcpk6dmu8+EyZMYPjw4QbbunTpgpeXF+bm5s+i2vmSTpQQQgghhBBllC5aZMzV+Qqed/Xq1dy+fZvjx4/j6OhI7dq1uXTpEnPmzOGNN97AxCRv18TGxgYbGxv9+0uXLnH+/Hk+/PDDoqj+E5PhfEIIIYQQQgijO3DgAA0bNsTR0VG/rUuXLsTGxhIYGFigMpYsWYK7uzu9evUyVjULRDpRZURsnJrQ8BxCw3NITFL/a7678WoyM//9lsGj0pOSNXm2aTRaomJyCl/hYqZQgJujDRZm+QdjzU1NMDfNP83awizPNgszE2wsiy+kXBTMrcwwMVXl2W5qZoKLp4PBy9zS1CCPUqXEzMI0z742DlaYmpfugLeVrcUj0xUKBTb2lvmmmVuaoVTmvfvn6GZXJHUrTtY2jz4vj0q3ss77XVGplNjZWz11vYqTUqnIt20KhQIXdzv9S2WS/59eC8u8vy2WVmZYWuXdLoQQBXX/OVHGfAEkJSUZvPKbrxQWFoa7u7vBtvvvw8PDH9uWrKwsVqxYwYgRIzA1zXvd8SxJJ6qMmPJhLM17hlCt5W1mzr2bJz0sIofmPULwaxCMc8AtZv3vbqHSB70aiW/9IKq3vE14ZG6n6fuliSz8JdE4jTKiwZ3qs/XLMfRuWdNgu42lGZ+P68m+78az+YvRjOvTXJ/mZGfF2o9fYsuXrzB3vOHdj8/G9qBSOZdnUvei5l/Dm9nr3mDVhc9Zf+MrPvjlVWweuJit3aIKP5+YxVdb39a/GrSroU+v07Iqqy99wW+XvqDXy230263tLPn8j8mY/ktntKRr3bs+iw/M4JdjH7H+6lyGvdk9T54OLzRm5ZlZ/HxkJl9tmoq7j7M+bfDkbqw6M4vlp2ZRubaPfnvdllUYP+uFZ9IGY+jUow7L/5rELxveYN3OafTo21CfZmqqYujoNvy+cxrL/5rEys2Tad4mQJ+uVCmZ8/0wVm6ewg+/jjHocAx/tR2tOlR/pm0pKuYWpoye0oW1+99hxc43WfTnawTULqdPt3Ow5OsVY/h6xRhW7nwLv4puBvt7+znz67aprNr9FhOm99BvVygUfLZwOM5loNMthCj7fHx8sLe3179mz56dJ49Wq80zZO/+e7X634MA923cuJG4uDhGjx5dNJV+CsXaiTp79izDhg2jYsWKVK1alVGjRhEaGpon308//USdOnXw8PCgU6dOnDlzxiA9PT2dZcuW0bRpUxwcHDh06FC+x3tcOaDrIU+cOJGAgADc3NyoV68eH3/8MampqQb5IiMjmTJlCjVq1MDPz4/u3btz8ODBpzgbT+fX7925c9qfF5+3zTd9wvQY/P1MuXu1Ase3+fC/HxPYcyitQOn/HE/nTmg2cVcqMOA5G374SddpiojK4de1ybw90THfY5ZUHk629G5Rk8DgqDxp777UkRy1hvZvLKDLlB/JyMpGqdDdYenXtjb7z96k7Ws/4GBrSaMA3YVxm7oVSU7N4Oz1sGfajqJSv011Vn+9jf6VpzCo5jRsHawZ/u5zBnmCLocxrO50/evwlrP6tBHvPsfHIxYyutmHDJnaA6VK97MyckYffv9uO2kpGc+yOUWmRuOKfDj8R/pXf5vJPefRa0RrmnTK7XQHNCjP6Pf78PHLi+lf/W2+mfYbFWvqLpxtHKzoNqQZwxp+wIL3f2fw5G4AmJiqGPnuc/w4849iaVNRKF/RjTdeXsoLHT/ng6m/MW5qV3zK624geHg5olAoGNn3W/q2n8NPP+xm+qx+2N6L1DVvXZWMjGyebzeba4HhdO5ZFwAfPxdq1fNjy5+niqtZT8Xbz5nIsHiGdPqSvs0/Ze+W80z/fIA+PTE+jaGdvmRopy9R5+S9SOg/oiVrfz7IwLafU69pRbz9dJ3xngMace5EEKHBsc+sLUKIskf7DF6gW3UvMTFR/5o+fXqeuri6uhIba/ibFhMTA4Cbm1ue/A9bunQpbdu2pVKlSgVuv7EUWydKrVYzatQounbtys6dO1m/fj23b9+mQ4cOpKXlXtz/9ttvjBs3jrfeeot//vmHihUr0r59eyIiIvR5Zs6cyd69e3nrrbdITEwkJyfv8LKClHP16lXq16/P7du3WbFiBRcvXmTevHn8+eeftG7dmpSUFH3eGTNmUKVKFTZs2MC+ffuoWbMmnTp1KvB4zmcpJVXD1t2pvD3REVNTBdWrmtGvpw2r/0wpUHpoRA51apijUiloWNeC0Ajd+X3zo1g+eccJC4vSFdB8e0h7vv/jEJnZhp8THzcHWtepyJwVuzFRKdGi5ectJ9DcmzHp7mhL4O1otFq4cjsaN0cbzE1NGPNcM77+/UBxNKVIrJ+/k3OHrqLRaElLzuDQ5jOUD/DKk8/G3irfYUgung5cP3+H+OgkkhPSsHW0pnIdX7z83dj358ln0QSjWDDjd8KDdD/sd65HcuXMbYPz8uLrXfjjxz3cvBiKpbU5wYHhHN56DgAnNzsi79wlLSWDa2fv4OLpAEC/Vztw4K/TxIYnPOvmFJnF3+7kbmwyAJfPh3A3NgWvck4AhNyOZfnifaQk6zrOu7eeR6FU4OWtS3dxt+PGFd1v7tXL4bjci7BMeKsb8+dtQ1vYdXJLiFtXI9m85jiZGdkAHNp5CTdP+38dtvcwF3c7rl8OJzsrh+Ab0bi422HvZE3Xvg1ZtWifEWsuhBBFx87OzuCV38p5jRs35uTJk2Rk5N5gPXDgAFZWVtSoUSNP/geFhISwc+dOXnnllSKv+5MotqtflUrFqVOnGDJkCBUqVKBmzZosWrSIa9eucfToUX2+2bNnM3LkSIYOHUrFihX54YcfMDc3Z8GCBfo8c+bM4ZdffqFJkyb/eryClDN69Gjc3d3ZsGEDDRs2xM3Njfbt27Nz505u3LhhsArIkiVLePXVV6lcuTL+/v7Mnj0btVrN4cOHi/hMPb0bQdnk5EC1yrnj6qtXNuXazawCpdeoasaeQ+lcCMxkzYZkalUzY8+hNDIztXTrYE1yiqbUXPx0aFAZgIPnbuVJC/B1IyIuiZkvd2Hz56M5+MNrjO6Z+5m6GRZLp4ZVqOjtTLMaftwMi2N0ryZsOHCB+OT0fOdKlUYN2lXn6plg/fvszBzsnW348eAH/Bn0De8vexV759xVcm5fjaDzi82p16YaFlZmJMen8uqsAcyfvhqlSpln/lRpZG1nSUA9P66eva3fVqmmD84e9qw8PYuVZz7lyw2TcfPWRWWjQu7iVd6FgAbl6TSgCcFXwnHzdqR519psWLIXcwvTfOdKlRa29pZ4eDnQu39j0Gq5cOZ2vvnqNvQnJ1vNnWBdZ/T2rRiatKqCr78rrTpUJ+hGFO261CIs5C7XA8PznU9Umji72eLj78qLr7Rh//aLqHPyziPNz+2b0bTvXptK1TwJqF2OkKBYxkztyvIFe8jKzJE5UUKIp/Ks5kQVxJAhQzAxMWHGjBlkZWVx8+ZN5s2bx6hRo7C01I1auHr1Kh4eHnlGeP388884ODjQt2/fIj0/T6pEhRDuR3run8SEhAQuXLhAhw4d9HlUKhXt27c3GLKnUDz6H68g5QQFBXHo0CEmT56MSmU4ud7FxYURI0awfPnyfDsLarWapUuXYm5uTps2bfKkF7f0DA3m5gpMTXPPk42NkrR0bYHSawaYM2qwHYPGRgIwarAd73wSx/8+cmHkG1H41AuiavM73A7JfoatKjwbSzNe69eKub/tzTfdxcGaCl7OnLwSQpvXfmDoJysZ1rUhjav5AvDngQtkZecw59We/H3kMumZ2TSo6sPOE1f5beYwtnz5Ct+80YfHfBxLtD5j2uNT2Z3VX23Vbzt/+BrDG7zHkNrvMLTOO1jZWDBhziB9+sIZa2nVuz6j3n+e/73xK92GteTCkevYO9vw28UvWHXxC/qO61gczSkSSpWSt74dxqn9Vzh78Kp+u6ObLTUaV2Rk8494odo0YsLiGf+ZbghXZnoWCz5Yx+tzXiSgfnl++XwzYz9+gSWfbOD5V9qx6txnrDr7KdUa+hdXs57K2Eld+PbnVxjzRmfW/HKItNS8k4edXGyZ+sFzLPxqO+lpuhsyZ47f4syJID74fACRYfEcP3ydAS+1YNnCPXzy1WBWbp7CgpWvYmuX/0IdJd3/fnmFb1aMoU5jf/74teA31NYsPYirhz1vfdqPFQv24uXjhLWtBUHXIlm2ZTIrd73F5Jl9jFdxIYR4RlxcXPj777/5+++/sbOzo3r16nTo0IEvvvhCnyc7O5uoqCiDhSm0Wi0///wzL730UrE+G+pBJWbGt0ajYdq0aVSrVo1GjRoBuat0PLyKh5ubG6dPny5w2QUp5/4wvOrV85/YXK1aNWJiYoiLi8PFRTf+f/fu3fTr14/U1FRsbGz4888/HzlGMzMz0+ADkZSUVOA2PA17WxWZmVrS0zVYWur6zYlJGuztlAVKB3hrgiNvTdDdZZ/z7V1e6GVDfKKGc5cyiblcgf8tTODbJQnM+8j1mbTpSbzSuxn/XAgiR63BzdEGE5UKWytz7KwtSErNICU9i+wcNWt2nwUgOOIuRy4G06BqOY4H3iEjK4cPf9quL++HKX358re99Gxeg9NXQxk0cy8/TOlH85r+/HMhqJha+eS6DG5Ov/GdmNZnHimJafnmSbqbysovN/PRign6baE3opjW538A2DvbMOrDvkztOZcPfx3PlxOXcfVMED8e/JDNP+8nK6Nkd7QfplQqeOvblzA1M+HTMT8ZpKWnZLJz7TFSk9IB+Ovn/cxaOV6ffmjzWQ5tPgtA44417g3tu830hSMZ3uRDqjf0Z+iUbrw3eP4za09R+fKjDQB4+zrz5cIR3I1L4ciB3A6mg5M1X8x/iW0bT7Nto+Fv9U/f7+Kn73cBMG5qV/5YdYQq1bwwNTOhb/s5jJ3cha7P1ef35f88s/YUleHddN+DVp1qMGfxCEZ0/4qkhPy/Sw9KSkjj48m/AbpO+9e/vsKnb62hz5Bm/P37Cf5cfoTvVr+Kf2V3gq7nncsphBCP9ODEJWOVXwjNmzcnMDCQhIQErKysMDMzjLYHBAQQERGBk5NT7iG0Wo4cOYKDg0MRVLholJhI1KRJkzh+/Dhr167Ns2qHUmlYTRMTkycaPvaocjQa3bCLf1su8f72B6Nebdq0ITg4mMDAQEaPHk3fvn05d+7cvx5/9uzZBquW+Pj4/GveolTJ3xRrKwUnzuZ24I6czKBODfMCpT/oTmg2f25JZfJYB0IjcqgZYI6pqYIGdcwJjXj8qirFyd7agnb1K7Hs3UEse3cQVXxcGNq5ARP7tgTg6p1olEoF5g8se25pbkZGVt45dp0bVyU0OpHLwVG4OdoQeFt3YXPltu59adNhQBOGT3+Od/t/Q8RDk9gfjvRa21mSmZGVbzmjP+zHirl/k5mefW+u1G2S7qZyNyrRYAhgaaBQKJj81VCc3Oz4+OXFZD/0Obh5MRSLB4ZZWVqZ59tJNLMw5aW3erD0kw3YO9twNyqRlIQ0rp/LnStVWjz8WQi7E8eVi6FUqOKh32Znb8UX84dzeP8VVi7997mCFSq741/JnZ1/n8PVzY6bVyPQarVcDwzHtZStRvfweTm48xIqlRLPcoVfdKfv0GYc2XeFqPAE/VypnBw1QdeicHEvXedFCCEexcHBIU8HCnTX5x4eHgZpSqUSDw8PLCwe/XiNZ6lERKLefPNNli9fzs6dO6lZM3f1q/urdDy8ikd0dHSBVvAoTDkVK1YE4Nq1a9SvXz9PGdevX8fe3h5n59wljE1MTHBwcMDBwYG5c+eyc+dOFi5caDDP6kHTp09nypQp+vdJSUlF1pFKTFKTnKIlLV0DKAkNz8HOVomdrRIzMwXDB9ox7eNY5n/uyrnLWWzfm8bxbbpjPy79QZPej+XzD5x1C1BUMeOf4+mcvZjJb38mUyugZI/bn/lAFAlg6TsD2X78Kmv3nAXgWkgMF25GMG1wO37ZeoJaFT1pWLUcX63db7CflYUpI7o1Yuzc3wG4ERZL+waVuRwcRYta/ny6fNczaU9RadWrPuNnv8jsV5aQnpKBi6cDarWG+GhdpPSVj17g9pUwLh2/ibuPM2M+7s+e34/lKadGk4rYOlpzdJvuRkJwYDidXmzG1VPBOLjYcjeqdC2F/9qcgVSp7cMno5di62iNLZCemqmPPG365QCvfvQCV8/cJiUxjWFv9WD/xryry734eme2/3aUhNhkVCZK7J1tqdW0EtUa+hN0JSJP/pKsQmV3nhvYhG0bT5OYkEadBuWp36Qia+9FjayszZn9/TBuXY/ir99P6BeOSExIy9MJHf9mN77/YgsAQTeieX5QU3ZsPkurDtU5dujas23YU3pucBNMTFWc/OcGSoWCbi80JDkpneAb0fo8Ti42+pUrHZyscXG3425MMhpN7g1BF3c72nStxeRhiwEIvh5F2261SEpIo2Z9P375vnT9tgghSohCzlt6kvL/i4q9EzVt2jSWLFnCzp07adiwoUGai4sLFSpU4ODBg/Tp00e//cCBA7zwQsGfs1KQcqpVq0atWrX44YcfePHFFw32T01NZdmyZQwePPiRxzExMSE7+9+HK5mbmxttHOf3SxP5cXnuRer2valMHuPA5Fd1d0LnfuDMO7PiGPRqFE4OStYs9qB61dxOz+PSQbfUuauzirbNdc8Q8vc15c3xjgybEEXNama8/oqDUdpmLHeT0kjPNIyovDV/E5MHtOHr158n8m4Sk77bQHCE4TOzBrSry4odp0hO00Xutvy/vfuOjqpo4zj+3XRCGknoJPTeQYpID72IFEEEBBQUAUWUKiAqKiKICKhgAwGpAZGmUqRKJ/TehdBSSCd93z/ysrgmSBKSbEh+n3PuOezM3LlzLxH3yTMzd89pqpYqzJTXO7DpwDmOX3yyvhjXbVmVqPBohk3vbSq7/XcgI579HIAlX2zgpdEd6fJ6SyLDotiwYCerv92SrJ/nh7Tim3HLTJ9/+HAVw6b3pmnnOswYvijVi+yzi1pNKmBtY8XkZQ+mLm5cto+FU9cDSdP1nF0dGfjec1hZWbF/y0l+/sdaMgCPQq6UqerNxJfmAJAQn8jMUUt47cOuhAZF8OXIJVl3Qxng4rlbHNh9nv6DfXD3cML/WjAfjlrG6eNJr6YoXio/bvny4pYvL1/++OAdHtM/+pVDey+aPj/TtAInDv/NlYtJQcbZU/7s2HyS8ZO7c+rYNTate3hGPztav/wAz/dvxMiPumJlZeD8KX9Gvfyjabc+gI/n9MXZNQ/BQRG8/WFnAN7q/S2Btx9M6+7WryE/zthI/P+3Qf9l0R6GvdeJMZOfZ/m8ndx+gnd1FBHJaQxGC26rNnbsWObMmcPGjRtN66D+bebMmUyYMIENGzZQp04dPv/8cz744AOOHz9O2bJlzdpev34dLy8vtm7dStOmTdPcz549e/Dx8aFfv358+OGHeHp6cunSJQYPHszZs2c5cOAAnp6eREZG8tZbbzF69GhKly5NVFQUX331FWPGjGHjxo20aJG6RfRhYWG4urpy91wpXJyzzcxKi6sz7nVLDyFbyr/2yfrtfFYxWPiN5dlVQhGPRzfKZQwx2XvKsaXM+13/5oqkV3h4OBUqVCA0NBQXl+w15fb+98yS88Zh5Zh50+ASo6K53P/jbPkMMpPFMlFBQUF8+umn2NnZ0bJlS7O6WbNm0adPHwDeeOMNAgMDadeuHZGRkZQoUYLVq1ebBVCLFy9m8ODBpvVNHTp0wMbGhjFjxjBmzJhU9/P000+ze/duxo0bh5eXF1ZWVkRFRdGmTRv27dtn2lAib968NGnShC5dunDhwgUAqlevztq1a1MdQImIiIiIyJPJYpkoo9FIaGjKayRS2qnDaDQSHR1t2v78n2JjY81e0Hufg4NDsgVo/9XPv9uFh4fz0ksvcfToUQ4dOmS2S8g/r53SorjUUCYqZcpEpUyZqJQpE5UyZaKSUyYqZcpEiaTfk5CJKvHj+EzPRF15+aNs+Qwyk8W+uRsMBtOmDP8+UgpKDAbDQwMfOzu7FPtJaQeP/+rn3+1cXFyYP38+AL17905xR8D0BlAiIiIiIpI1/Pz8GD9+vGmTt4SEBFauXJnu/pT+eAQ3NzdOnz7N4sWL07WtuoiIiIiIxRgNmX9kc0uWLKFhw4bs3r2bVatWAWBtbc3y5cv55Zdf0tWngqhUcHBwwM3NLdl7pkREREREJHt7++23WbduHfPmzTMr79u370NfTfQoigpERERERHIoozHzj+wsMDCQ+Ph4mjdvnuzl6MWLF+fKlSvp6ldBlIiIiIiI5EgODg5ERkYSHR2dLIjy8/OjUKFC6epXQZSIiIiISE5lzIIjG3NycqJp06aMGDGCmJgYIGkX7o0bNzJy5Ei6d++ern4VRImIiIiISI71/fff89dff1GpUiX8/f1xcXGhdevWtGjRgsGDB6erT4u9bFdERERERDKX0WjAmIk76GVm3xmlSJEiHDp0iK1bt3LixAmsra1p0KABtWrVSnefCqJERERERHKybD7lLjNdu3aNTp064efnh4+PDz4+PinWpZWm84mIiIiISI6UkJBAcHBwinXR0dFERESkq19lokREREREcqjcOp0vKiqKDRs2EBAQQFRUFL6+vmb18fHxbNiwgTJlyqSrfwVRIiIiIiKSowQGBjJgwAASExOJiIhgwIABZvX29vaUK1eOWbNmpat/BVEiIiIiIjlVZm9Dnk3XW3l7exMSEoK/vz+9evVi27ZtGdq/1kSJiIiIiEiOVLRo0QwPoECZKBERERGRHMzw/yMz+39y3L17l4SEBNNna2tr8uXLl+Z+lIkSEREREZEcy9/fny5dupA3b17c3d3Jnz+/6ahZs2a6+lQQJSIiIiKSUxmz4Mjm+vfvj5WVFfPnz6dw4cLs3LmTSZMm4eTkxOTJk9PVp6bziYiIiIhIjhQTE8OuXbu4c+cOQUFB2NjY0LBhQxo2bIinpye+vr707Nkzzf0qEyUiIiIiklPl8kzUrVu3yJ8/P05OTri4uHD37l1TXaNGjTh58mS6+lUQJSIiIiIiOZLRaMRgSNr8Il++fOTNm5eNGzcC8Mcff+Dp6ZmufjWdT0REREQkpzIako7M7D8bs7Ozo3z58qbPEydOpF27duTPn5/AwECWL1+ern4VRImIiIiISI5UpEgR/vjjD9Pn119/nWeeeYZTp05Rs2ZNswArLRRESbbjPm+PpYeQPbm5WnoE2VJ8ULClh5AtJZYuZOkhZDsLf33V0kMQEclyRmPSkZn9Z2chISH88MMPvPPOO6ayatWqUa1atcfqV2uiREREREQkR4qOjmb69OkZ3q+CKBERERGRnCqX785XsGBBrK2tuXDhQob2m67pfLt27aJhw4ZprhMREREREckq0dHRdOnShRYtWvDGG29QunRpbGwehECOjo40b948zf2mK4hq1KgRxodMgPyvOhERERERyUK5fHe+O3fuMGfOHADGjRuXrL548eKcPXs2zf1m6MYSISEhODs7Z2SXIiIiIiIi6VK8eHGio6MzvN80BVG9e/dO8c8AiYmJnDhxgvr162fMyERERERE5LEYjElHZvafG6UpiPrn/MF//hnA1taWHj16MHDgwIwZmYiIiIiISDaUpiBq/vz5AHh6ejJt2rTMGI+IiIiIiGSUzN5BL5dmotK1xfk/3/orIiIiIiKSm6QriLp27RqhoaEZPRYREREREclI93fny8wjF0rX7nxdunTh22+/ZeTIkRk9HhERERERkQx18OBB/Pz8CAsLMyt3dXVN154O6QqiIiIiGDVqFMuWLaNSpUrY2dmZ1X///ffp6VZERERERDKS1kTx7rvv8umnn1KqVCmcnJzM6ooUKZJ1QZSVlRU9evQAIDY2ltjY2PR0IyIiIiIikmliY2OZNm0a27Zto3HjxhnWb7qCqKVLl2bYAEREREREJJPk8kxUZGQkbm5uGRpAQTo3lhAREREREcnu8uXLh4uLC1euXMnQftOViQI4cuQI06ZN4/Tp0xiNRipVqsSIESOoUaNGBg5PRERERETSLZdnou7du0fHjh1p1aoVw4cPx8vLy6ze0dGR5s2bp7nfdAVRv/76K126dKFZs2a0bdsWg8HAnj17qF27Nr/88gvPPvtseroVERERERHJMHfu3OGbb74BYPjw4cnqixcvztmzZ9Pcb7qCqAkTJjB9+nSGDRtmVv7ll18yfvx4BVEiIiIiItlBZr/LKZu/J6p48eJER0dneL/pWhN15swZ+vXrl6y8X79+6YrkREREREREnhTpykQVKFCAw4cP07RpU7PyQ4cOkT9//owYl4iIiIiIPCaDMenIzP6fBFFRUaxatYrz58/j4OBA9erVTcuS0iNdQdTAgQPp0aMHY8eOpW7dugDs27ePyZMnM2TIkHQNREREREREJKPt37+fzp07ExoaSpkyZYiJieHChQvUrl2b9evX4+HhkeY+0zWdb8KECbzzzjt89NFHPPPMMzzzzDN8/PHHjBgxggkTJqSnS3lMnfrewLHERRxLXGTUh4HJ6sPCE+kz5BaeFS9R7umrLPINT1P9hE+DKFz1Mu173SA0LMFUvnR1OG+/F5A5N5XBbGxt6PZ2B747Pp1lN75jou8ICpUoYNameKViTN/+Ib8Ez2fm7o8pXb2Eqc4hrwMfrh7N8pvfMWBKb7Pz3pr7GvU71M6K28hw+Qq48MbnvVl4/DPmH57MgA+fx9Yu5d+vvDO7P2tufEOh4p6mspKVivHNrvf56egUnm5Xw1Rua2/DjE3v4urpnNm3kCnK1ynNR2vHsOLW98w9PJUWfczfL/Hyxz1ZH7mI9ZGL+HjdmGTnt+rbhCV/z2HWnk8oXKqgqbx09eJ8vH5spo8/s1St5sXUL15k1ZrhfDW3P3XrlTar/+a7l/lt02jTMXtOP7P6YW+3wffXtxj/fmdsba1N5V261eGFXk9nxS2IiOQuxiw4srmXX36Zjh07cuvWLY4cOcLp06e5dOkSBoOBiRMnpqvPdAVRVlZWjBo1isDAQG7dusXt27cJDAxk1KhRWFmlvstbt24xYcIEfHx8aN26NZMmTSI8PDxZu82bN9OpUyfq16/PwIEDuXbtWrI227Zt44UXXqBGjRocPHgwxeulpp+IiAimTZtGmzZtqFu3Lp07d2bBggUkJCSk0GOSefPmUaNGDaZOnZrqe89ovt8XJvhMSV54zom4uOQ/zW9NCODm7QQObfTi8w88eX3UHfyORaeq/siJGH79PZJDm7zwKmLDVz+GAkmB12ez7zLhbfesucnH9PSzT+FW0I2Pekzn9VojiY6K4T3fd0z11jbWTFozhpO7z/JKpbc4uPEoH64Zja29LQAdBrUkJDCMQTVH8lSr6lSoWwaASk+Xw7OIO3vXHbLIfT2uLoNbceHY3wxvPZn3X5xNnRZV6DWqY7J2NZtUpGBxT+wcbDH847/zVz/qzoovf2dSn68YOrW3KS3eY3g7tvruIzQw+X/TT4LeE7rx61e/M6DKcOZNWMqwrwdSrXFFU/3895bxnHt/5k1Yho2tedCZx8mBlz/qycgWH7B16V/0n/SCqW7wjP58N2pRlt1HRuvyfF0WzNtJ317fsHrVQd7/qCsFCrqY6m1trRn/7nKebT+NZ9tP462hC0x1deqWomTJ/Azs9x02Nla0aFUFAA8PJ1q2rsrK5fuz/H5ERCRnCwgI4PLly8yePRsnJydTuZeXF59//jlbt25NV7+P/bLdggULUqBAgUc3/JeEhAQaNGiAg4MD48aN44033mDlypW0bNmSuLg4U7tNmzbRtm1b6tSpw8cff8zt27d55plnCA0NNbUZM2YMEydOpH79+hw9epSIiIhk10tNPzdv3qR27dosXbqUAQMGMHv2bDp27Mj48ePp2LEj8fHxyfo9efIkEydOJCgoCH9//zQ/h4xia2vAwcEKa+vk8zqjoxNZ9msEH431oLiXLR1b5aVj67z8tDw8VfVnL8bSsJ4DRQrZ0KFVXs5cSPr7mfhZEMNedSOfm3Wya2ZHO1fu5fvRi7h66jrBt0JYNMmXsrVK4eBoD0C1JpVwypeX+ROWEnwrhIUfrMDG1oanWlUHwKt8EfZv8CP4VghHt53Eq0JRrKysGPR5X74a9qMlb+2x/PC+L7/9tIPAG3e5ctqfDfN3ULl+WbM2tvY2vPbJC3wzZkmy84uVLcRf6/24cOxvosLv4erpTOGSBajdvDJrv/szq24jw014dgoHfj9CaGA4e9cd4tj2k1RuUMFUn5iQSFxMHAnxyX/BUsDbkxsXb3P93E3+Wr0fr/JFAGj7SnPO7L/AlZPJf4HzpPhgwkqOH7tGeHg0m/44zt3gSEqVMv9/QHxcAnGxSUd8fKKp3Mvbg0OHrnD3biT791zEyztp+sTrQ1vww7fbiIt7+C+rREQk5zhx4gQ//PADvr6+KSZQUhITE8Pvv//OvHnzOH36dKqvZW1tTWJiYooJkdjYWGxs0vfa3HQFUffu3WPKlCk8++yzNGzYMNmRGtbW1pw6dYpx48bRvHlzOnTowM8//8y+ffvYv//BbyPfe+89evTowfjx4/Hx8WH58uWEh4czd+5cU5sJEyawfft2unXr9tDrpaaf1157jbi4OHbs2EG3bt2oW7cuL7/8Mtu3b+fPP/9kypQpyZ5Djx49mDlzZrrmUmaVC1fiiI42UrOKvamsVlV7TpyOTVV9CS9bDhyOISoqke2771GquA1HT8Zw7FQsLz3/ZE7VAqhYryy3rwYQHRUDQIkqXlw5cc30pdhoNHLp6BVKVvUG4PaVAKo1qYR9Hjsq1i/HzUu36fRGGw78cYSbl25b7D4yWvnaJbl27qZZWa+RHdm15hA3rySfunn770CqP1OeQsU9cXLLS1hQOK9PfoFvxy0jMfEJyPGngq2dDaWrl+DvM9dT1T7QP5giZQrhVsCVGs0qc/PyHZzdneg0uA0LP1yRyaPNGgZDUmYpTx47zp4x/3mZ8H5nVq0ZzrQZvShfsYip/NatUKpULYatrTXVanhz80YItWqXwMrKioMHLmX1LYiIiAV8+OGH1K9fnz/++INPP/2UChUqPHJ37+PHj1OxYkVGjx7N7t276dOnD9OnT0/V9dzd3alatSr9+vXj9u0H39eOHTvGG2+8QevWrdN1H+kKol5//XVmzpxJyZIladGiRbIjtRwcHMw+29snfYm/n/GJiIhg3759tGvXzuwcHx8ftmzZYirLmzfvf14nNf3cvHmTtWvX8s477+Do6Gh2fsmSJenTpw9z5swxKx82bBgNGjTgueeeS+UdW0Z4RCL29gbs7R9kqVxdrAiPSExVfb1aDtSqZo9npcv8tf8eg/u78tb4AGZ85MnHX9ylSLXLtO7hT/DdJ+e3yAW8PRn4WR/mjngw1cjROQ+RoVFm7SJCosjjnAeAtXM2Uq5WKVYFzePKyWvcuHCLln2a8MuXG3hvxTssv/U9g2f0z9L7yGjPdKhF7eaVWfL5elNZ8QpFaNChFstmbEjxnB8/XMUbX/Rh9rb3+OF9X55uX5Pg26FEhN5j9rb3WHj8Mxp3rpNVt5ApBs/oj//5W+z+NeWpwv8WGRqF7+drWXB+Fj3HdmHB+8sZMLkXP3+ykqc7PsXiq9/w9YFPKVaucCaPPHO8/1FXft8yhg8/eZ7ZMzdy926kqW7QgB/o2X02r/T7lhPHrvHZtJ54eCRNn9i7+zxRkTGs2TACd/e8bN1yigGvNefr2ZsY8mZLfH99i4mTumJvn77fCoqISHIGHuzQlylHGsZy9OhR3n//fZYtW8by5cvZv38/lSpVYvDgwQ895969e3Ts2JFnnnmGw4cP891333HgwAHq1auX6uv+9NNPHD9+nMKFC1O4cGHc3d2pXr06JUuW5L333kvDHTyQrv9T/frrr+zatYvKlSun66IP88EHH1CsWDHTQ/H398doNFK4sPkXjSJFirB58+ZU95uafo4dOwZAjRo1UuyjevXqfP/99wQHB+Pu7s6KFSvYtm0bhw8fTvU4YmJiiImJMX0OCwtL9bmPI6+jFTExRmJjjdjZJf2oh0ck4pTXkKp6gLnTCjBnan4MBgM/LA6jdnUH7O0MLFgRzr7fivH5NyHM+DaED0dn34zcfR5F3Pls80RWfL6GnSv3msqjI2Nw/H/AdJ+jSx7uRdwDIDw4grcaPdg4ZeyiYcwbv4SmLzxDfFwCr1UfwaQ1o6nWuBLHdpzKmpvJQLWaVeLNL/owsecsAvyDTeVvTu/Dd+OXExcTj7VN8qmbp/ZdoE+VUQDYO9ox/bcxjO08neEz+7Jh3jZOH7jEx75vsXudH/FP4HStlz/uSaWny/FOs/cxGlOfWfP9Yh2+X6wDkrKensXc2bv2EIsuf83oVpOo0qgCr0zuxQddp2XW0DPNpIm/YG9vQ5WqXowd/ywBAWEcP5o0RfH+9L27wZHM/3EHzzQuz1N1SvHH78dITDTywXurTP282OcZtv15isKF3ahcxYuB/b9j8NCWtGlXnV9/eTLXGIqIyMMtX74cLy8v2rdvDyTtszBo0CCef/557ty5k+ISoRUrVnDt2jU+++wz094LBoOBZ555JtXXrVixIkePHmXr1q2cO3cOBwcHatSoQa1atdJ9L+nKRDk6OuLl5ZXui6Zk6tSprFixgp9//tmUobq/Nup+huo+e3t7s3VTj5Kafu4HN/9ccPZP98vj4+O5cuUKgwcP5ueff35kFuyfJk+ejKurq+nI6Gf4MGVK2GJnB8dPPwjgjp6MpWI5u1TV32cwGAi+m8BXP4bw/kh3zl+Oo35tB7yK2v5/rVRsltzP48hX0I3PNr/HpgXb8P18rVnd1VPXKV65mNnmKCWrevP3qeRTuGo2r4KNnQ0Hfj9CsXKFOfD7Ye7eDuHwnyfwqlAkWfvsrnqjCoz+diAf9f2GMwfNp1WVr12SCQsGs+bGNyw/PwOAubs/oGXPBsn66TP6Wdb+sJWw4AiKlinE7g1HuHzqOncDwnAv6JoVt5KhXpr4PM90qsPoVpOICIl89AkpsLIyJK2be/NH8hVyI/jmXa6cvMZfv+zHu/yT97MCkJCQSFRULPv3XeTo0b+pUbPEw9vGJ2KwSv57yoKFXHmmYTlWrthPMS93jhy+wt3gSPbtuWBaKyUiIhnAaMj8g6TkwD+PfyYO7jt16hQVK1Y0K6tYsSJGo5EzZ86kOPy//vqLSpUq4ejoyJIlS1i8eDEXLlxI82OwtramRYsWDB48mJdffvmxAihIZxDVoUMHfvrpp8e68D/NmjWLCRMmsGrVKho3frCN8P11RkFBQWbtg4KC0rQGKTX9eHsnrXu5dCnlefmXLl0iT5485M+fn3Xr1nHv3j0GDhxIjRo1qFGjBmfPnuXnn3+mRo0aD93Jb+zYsYSGhpqOlHYHzAyOjlY819aJ96cFExqWwM699/hlQwS9uzmnqt7sHj4OYuwwd5zyWlHSyxa/Y9GER9xfK2WbJfeTXi4ezkzZNIGdK/fy80crk9Uf3XqC2Og4uo96Fvs8dnQd3gEbW2sO/nHUrJ2NrQ0DPu3NnLfnA3Dr8h2qNq6Erb0tlZ4ux81Ld7LidjJM5XplePfH1/h04Hcc330uWX1nr6F0LfkGXUu+Qa/KIwAY2vRDtizbY9aueIUiVHiqFL8v2AnArauBVGtYHs+i+XAv6MbdgKzJvGaUF0Y/R7MXnmFkiw8JeYyxPzu4DYc2HeXGxdvcvR2Ke+F8eBZ1p0azKty8/GT9rJQqVYAXezfAzc0RK2sDNWoVp3qN4pw55W+q7/1SQ/Lly4udnQ1dutWhWDF3/A5dTtbXkDdbMefrzSQkJHLzZgiVKhfDzs7GtFZKRESeLF5eXmbJgsmTJydrEx4ejpubm1lZvnz5gIfP0AoKCiIuLo569eqxZs0aVq5cSZUqVfjkk08eOpbIyEiWLl3K2rVrTX9+2LF27dqH9vNfUj2db8CAAaY/h4WF8eabb+Lr60uZMmWSven3+++/T/UAvvrqK0aOHMnKlSvN1iwBFC5cmCJFirB//346dnyw5fLevXtp1qxZqq+Rmn6qVatGiRIl+PHHH+ncubPZ+XFxcSxatIguXbpgMBh44YUXkm2g0aNHD5566ilGjhyJtXXKu9XZ29sny4ZllHc/DmTGd6HExydNN5q7MIxxw/IxbnjS9uOzP8lP3zdvU6DyZVydrZgywZOnn3owde1R9QD7/KL52z+e5zsmZeUqlbejrU9eClW9TOVydvy6IHuv72jaowElq3hTtEwhnn/nwc/BK5WHc+vyHeJi43m/y1RG/DiY/h/1xP/8Ld7vMtW08cR9z4/oyPYVuwm4nhSU/zFvKx+sHs3qu/PZ4bsXv83HsvS+Htfzw9ri5JaXDxa/YSq7eeUOrzVIem9CXOyDXSnvT+eLi01ItmnEoMk9zXbv++mjVUxYMBjnfHn57r0VxMUk390yO+v7QXcAFl6cbSpbO2cTc95J+gVSi96NGD73NaysrTBYWbE+chG7ftnP5N4zTe3zFXSlVd8mDGuYNA00LiaOn95fxvfHpxMWHMEH3Z6sqXxXrgZQ7+kyzPn+FVzdHLl1M4Qfvt3Kgf1Jv3y6ejWQ+s+UZc73r+Ds4sDlSwGMf3c5d26b/4/x6QZliYyINk0BPOJ3lZtt7vLr+nc4dcqfOV+lfrq2iIg8Qma/y+n/fV+7dg0XlwevvEjpO2+ePHmS7cZ3P3j6954E9zk6OnL27Fm2bt1K06ZNAVi6dCkvvvgi3bt3p0yZMsnOCQ4OZujQoXh7e1OjRg2GDh360OF7e3ubxQepZTCmcpL/Cy+88OhG/7d06dJUtfvmm28YPnw4K1euNM2N/Lf333+fuXPnsmfPHkqUKMHixYvp3bs3Bw8eTJaGu379Ol5eXmYPOS39rF27lueee47Jkyfz9ttvY2NjQ0REBMOGDePXX39l//79lCpVKsVx1qhRg6ZNmzJjxoxU3Tsk/dC4urpy91wpXJwfb7f5+HijKYC6z8bGgI2NeYCbmGjEKoWpNampj483YjCQbBt1o9GYLJB+HK2L1Miwvv7JysoKa9vkAW5cTPKpoQaD4aHrX2xsbYiPy/qAwNotc6bDWdtYY/Xvv9NE40PXL9na26QYENnYWltkzVNCaOZkuGztbJK2oPvnteITSExIWvNjZWXA+l/vh0pMSDTb8txgMGCwMpjOyUqJz1TP8mumlpW1AWOikTQsMcsQC5c+2Ru/iEj2Ex4eToUKFQgNDTULILKD+98zi0/+GKt/beaWkRKjo7k6dlyqnsHbb7/N77//zqlTD9aO//bbb7Rr146rV6+aZob900cffcSkSZPMpgcGBQXh6enJ6tWr6dSpU8bdTBqkOhOV2sAote7evcuQIUNwcXFh3LhxjBs3zlQ3ceJEUzZo3LhxXLp0ifLly1OwYEFCQkL47rvvzAKoNWvW8N5775nWNw0YMAAnJycGDRrEoEGDUt1Px44dWbduHSNGjGDy5MkUKVKEy5cvU6NGDXbt2vXQACo7SClgSsl/BVCPqn9Y/xkZQGWmxMREEmNS92X2v363YIkAKjMlxCeQkIZbelhG6UncNOK//DMDl5LERCOJKQTg/2Q0GjEm5Ixt3jNSop6JiEjWyaJMVGo8++yzfPHFF/j5+Zm+gy9cuJAaNWqYAqjg4GAWL17Mc889R7FixejUqRPvvfceJ06coEqVpJe039/YrXTp0o+85rVr1+jUqRN+fn5pqnsUi+0j6+Li8tAB/zMKtbW1ZcGCBUyfPp2AgABKlChBnjzm08waNmzI/Pnzk/VTqFChNPUD0LZtW9q2bcvNmzcJCAhg8ODBREREULx48f+8n2XLlj10UwoRERERkdyuadOm9OrVi44dO/LKK69w4cIFfvnlFzZt2mRqc+PGDd544w0qVKhAsWLFqFq1KiNGjKBNmzYMHDiQuLg45syZw+uvv24Kqv5LQkICwcHBKdZFR0cTERGRrntJdxB15MgRpk2bxunTpzEajVSqVIkRI0Y8dIvwf7O2tk51WwBPT088PT1TrHN3d8fd3f2x+/mn+/vIL126lBo1ajB48GDmzZv30Pbly5dP1fVFRERERLLK/fc5ZWb/abFw4UJWrVrFnj17qFixIh9++KHZuiYPDw+GDBlitov1Z599RsuWLdmyZQsODg4sW7YMHx+f/7xOVFQUGzZsICAggKioKHx9fc3q4+Pj2bBhQ4prqlIj3e+J6tKlC82aNaNt27YYDAb27NlD7dq1+eWXX3j22WfTNZjsqFixYhw5coTAwEASEhIeummEiIiIiIj8N4PBQNeuXenatWuK9YULF2b27NnJylu2bEnLli1TfZ3AwEAGDBhAYmIiERERZpvkQdLGF+XKlWPWrFlpu4H/S1cQNWHCBKZPn86wYcPMyr/88kvGjx+fo4IoSAqkihUrZulhiIiIiIikTTZaE5WVvL29CQkJwd/fn169erFt27YM7T9dW8KdOXOGfv36JSvv168fZ8+efdwxiYiIiIiIPLaiRYtmeAAF6cxEFShQgMOHDyfbRvzQoUPkz58/I8YlIiIiIiKPK5dmov7t4MGD+Pn5JXupr6urKwMHDkxzf+kKogYOHEiPHj0YO3YsdevWBWDfvn1MnjyZIUOGpKdLERERERGRDPfuu+/y6aefUqpUqWS7aRcpUiTrgqgJEyaQJ08ePvroI4KCgoCknTRGjRrFiBEj0tOliIiIiIhksOy2O19Wi42NZdq0aWzbto3GjRtnWL/pCqKsrKwYNWoUo0aN4vbt2xgMBgoUKJBhgxIREREREXlckZGRuLm5ZWgABenYWOL27dtmnwsWLGgKoP5dJyIiIiIiFmQ0ZP6RjeXLlw8XFxeuXLmSof2mKRO1fv165s6dy5o1a1KsHzBgAK+//jrt2rXLkMGJiIiIiIik17179+jYsSOtWrVi+PDhZi/xBXB0dKR58+Zp7jdNQdSXX37JmDFjHlo/fPhwpkyZoiBKRERERCQ7yOW78925c4dvvvkGSIpV/q148eLpekVTmoKoY8eOUbVq1YfWV6lShWPHjqV5ECIiIiIiIhmtePHiREdHZ3i/aQqiQkJCcHZ2fmi9s7Mzd+/efexBiYiIiIjI48vtu/NlljRtLFG8eHH279//0Pr9+/dTsmTJxx6UiIiIiIhIRvHz82P8+PG8/fbbACQkJLBy5cp095emIKpLly6MHDmSkJCQZHUhISGMGjWKLl26pHswIiIiIiKSgYxZcGRzS5YsoWHDhuzevZtVq1YBYG1tzfLly/nll1/S1WeapvONHj2aVatWUbp0aV5++WXKly+P0Wjk3Llz/PjjjxQoUIDRo0enayAiIiIiIiIZ7e2332bdunWULl2aJk2amMr79u3LjBkz6Ny5c5r7TFMQ5ebmxu7duxkzZgzffvstYWFhALi4uNCjRw8+/fRTXFxc0jwIERERERHJBJm8Jiq7Z6ICAwOJj4+nefPm/P3332Z1xYsXT/f7o9IURAF4eHjw3XffMWfOHG7duoXBYKBgwYJYW1unawAiIiIiIiKZwcHBgcjISKKjozEYzF8M7OfnR6FChdLVb5rWRP2TtbU1RYsWpUiRIgqgRERERESyo1y+JsrJyYmmTZsyYsQIYmJiADAajWzcuJGRI0fSvXv3dPWb7iBKREREREQku/v+++/566+/qFSpEv7+/ri4uNC6dWtatGjB4MGD09VnmqfziYiIiIjIEyKzs0XZPBMFUKRIEQ4dOsTWrVs5ceIE1tbWNGjQgFq1aqW7TwVRIiIiIiKSI127do1OnTrh5+eHj48PPj4+KdallYIoyXbuPVfX0kPIlhyvRVp6CNlSoqOdpYeQLS1c0s/SQxARkWzAkMm782Xqzn8ZICEhgeDg4BTroqOjiYiISFe/CqJERERERCRHiYqKYsOGDQQEBBAVFYWvr69ZfXx8PBs2bKBMmTLp6l9BlIiIiIiI5CiBgYEMGDCAxMREIiIiGDBggFm9vb095cqVY9asWenqX0GUiIiIiEhOlUs3lvD29iYkJAR/f3969erFtm3bMrR/bXEuIiIiIiI5UtGiRTM8gAIFUSIiIiIiOdb9jSUy83gS+Pn5MX78eN5++20gacOJlStXprs/BVEiIiIiIpJjLVmyhIYNG7J7925WrVoFgLW1NcuXL+eXX35JV58KokREREREcjJjJh5PgLfffpt169Yxb948s/K+ffvyzTffpKtPBVEiIiIiIpIjBQYGEh8fT/PmzTEYDGZ1xYsX58qVK+nqV7vziYiIiIjkVLl0d777HBwciIyMJDo6OlkQ5efnR6FChdLVrzJRIiIiIiKSIzk5OdG0aVNGjBhBTEwMAEajkY0bNzJy5Ei6d++ern6ViRIRERERyaEyewe9J2F3vu+//5727dvz7bffYjQacXFxISIigl69ejF48OB09akgSkREREREcqwiRYpw6NAhtm7dyokTJ7C2tqZBgwbUqlUr3X0qiBIRERERyaly+Zqo+6ysrPDx8cHHx8dUFhYWxsKFCxkyZEja+8vIwYmIiIiIiGQXd+7cYcOGDWzcuJHY2FgA4uPjmTVrFmXKlGHu3Lnp6leZKBERERGRHCo3r4nasGEDPXr0ICIiAoDy5cuzdu1aevXqxalTpxg+fDijRo1KV9/KRImIiIiISI4zbNgwevfuzdmzZzlw4ADu7u7Ur18fV1dXzp49y6RJk3B2dk5X38pEiYiIiIjkVLl0TVRERAQ3btxg1qxZ2NgkhTxTp07Fx8eHlStX4uLi8lj9KxMlIiIiIiI5SlBQEPnz5zcFUABFixalYMGCjx1AgTJRIiIiIiI5Vy7NRBmNRuLj47lw4YKpzN/fn4SEBLMyW1tbihcvnub+FUSJiIiIiEiO4+/vT9myZZOV/7OsePHiXLlyJc19K4gSEREREcmhcuvufIULF2bnzp2PbOfg4JCu/hVE5RCvvnOHXfvuAfBSd2fGvOluVh8XZ+TDz4P5bUsU7vmsGDssH82ecUx1/bcLQ5m3JIxa1eyZ/kF+7O0NAGzaHsX23ff4aKxHFtxlxqlTvQRvvdKc+b572LTjtKncI19eXu/ThNLF83PVP4hvFmzndmA4ADY2Vgzp25TKZQvz+7ZTrPr9sOm8fs8/zdlLt9lz6FKW30tGaNmhBj5tq2FnZ4PfvossW/AXcbHxANjZ29D5hfrUfaYsCQmJ7PrzNGt9D2A0Jv2rWaCQK0NHtcMxrz0/frWFU8euAWBlZeC9KT2Y8claQu5GWuze0itPHjt69KxP7adKEhUVw2/rj7Jt64OflZ69nqZV62pm5wwdPJ/IiBgA6tQtRe+XniEwMIJZM/4gJCQKgMKF3Xh5YBM+/vDXrLsZERGRXMbe3p6GDRtmWv8W3VgiJiaGn376iddee40hQ4awZMkSEhMTk7U7c+YM77zzDr1792bKlCmmvd7/6erVq4wfP55u3bpx8uTJFK+XmjZGo5HVq1czdOhQXnzxRUaOHMnu3bvT3V9Wee8dd1bNK0yVinbcDkhIVv/uJ0Gs2xTJ5x948mzrvDzb5ybnL8Wmqv7cxVg+m32Xzz/w5NadBOb8FApATIyRdz8O4vV+rllzkxnEzs6GIX2bYmNjjXPeB799MBjgs3FdMRgMTJu7iejoOKaN74aVVVLA2L55VQoXcOXLH7fSvWNtSnl7AlCimAd1qpd4cgOo9tUpX6kIP/+wnZ/m/MnTjcvz6rBWpvqBb7YyBUirFu+hR99n6Na7gal+8DttOXXsGr8s3ceYSV1N5R271eHShdtPZAAF8OrrzYmKimH2zI38vuEYw99py9MNypjq8+XLy5EjV3lvvK/puBeV9N+MnZ0NI0a1Z+FPu7hzO5RXBjY1nTf0zZb8+suhrL4dERHJrYxZcORCFguiEhMTqVSpEtu2baN27dqULVuWkSNH0qVLF9NvuAH8/PyoXbs2wcHBNGrUCF9fXxo1akRMTIypzbRp02jWrBkRERGsXLmSgICAZNdLTZvw8HCaN2/O0KFDKVasGB06dMDW1pY2bdowZMiQNPeXlYoVsaFCWTtcXayT1cXFGfluUSiff+BJkwZ5GPqKGz6NHflhcViq6o+cjKFVU0ca1MlD/54u+B1PevZTv7pLzy5OFC38ZCU0X+nRgE07TxF01zwYr1K+KN5F8jHlmz84ee4GU+duwtPDiVpVvQEoX6ogv209yclzN9h96CLlShUE4K1XfPjyxy1Zfh8ZZcvvx5n92QaO+13l6KErLP1pF7XqljLVz5n+O/O+3sLJo3+zd+c5Vv68h3oNH8wlLlOhMKuX7uOvraeJi43HLV9e8nk40apjTZbOf3QaPbua9eUfLF+6j7NnbrL1z1Ps3HGGmrVKmLUJC73Htb+DTEdiYtK/XYULu3HzZggHD1xm9S+HKFuuEADPNCpHSGgUJ45fz+rbERERkQxksW+/BoOBHTt2ULRoUVNZvXr1aNCgAYcOHeKpp54CYOzYsTRt2pR58+YB0K1bN7y8vJg3bx6DBg0C4Pnnn+ftt9/mxo0bfPnllyleLzVthg0bxsmTJzl+/DgFCxY0lXfu3Jn69etTvXp1Xn311VT3l11cuBxHeISR+rUeZF0aPOXA5p1Rqaov6GnD6XOxGI1GTpyOoVABay7/Hce6TZHsWlssa2/mMZUunp96NUvyysiFPPNUabO6cqUKcOFKALH/n8aWkJDImQu3KF+qIAePXiU4NJKSXh5s3wslvTzZc+gyrRpX4op/EOcu3bHE7WSIxIQH2V+DwUCNp0py/swNU1lCgnl2uFhxT+7cCjV9vhscQfFSBbhxPRhn1zxEhEfzznud+GnOn8TGxGf+DWSSxIQHv8xxdLSjfIUiLFu616xN8xaVqP90GW7fDmWV7wGOHL4KQEhIFAULuWJnZ0OpUvkJDo7A3t6Gl/o2YtQ7S7L0PkREJJfLpbvzZTaLBlH/DKAAihVL+kJ+9+5dIGm6359//sm3335rauPh4YGPjw8bNmwwBVGp2ZbwUW2Cg4NZuHAhkyZNMgugAOrUqcPzzz/P9OnTTUFUerZCtJSQsATs7MDR8UHiMZ+bFSEhiamqb1TfAXt7A0WrX8HezsDWX4oybHwAUyd6smhlON8uCKVqRXu++NDTrI/sxmCAkYNa8eWPfyYLDACc8joQFhFtVhYWEW2a8rd20zFmTXqB59rU4MrfQZy5eIuZH/TgrfeXM7RfU6pVLMaWXWdYtvZgltxPRipUxI2Pv+yNi5sjAbdDGTnopxTbVarmRbPWVXjrlR9MZYt/2MEns3pjNMKKhX9RqZoXDg62XDx3i4mf9cDFzZGf5mzlmN+VLLqbjNOydRV69X4Gz/zObNp4gs0bT5jqFi/azdo1h7Gzs6ZWrRJM/qwHo95ZwvFj1wgNjWLHtjMsXTEUgIkTVtKnb0PWrvGjZKn89Hu5MSEhUcz84neCg5/M6Y4iIiK5WbaahzVr1izc3NyoV68eAH///Tfx8fF4e3ubtfP29mb79u0Zeu3Dhw8THx9P/fr1U6yvV68ey5YtIywsLN0v6IqJiTGbhhgWFpauftLKwd6K2FiIjzdiY5O0vicy0kgeB0Oq6q2sDPy+tCg3bsVTwNOadZsicXezpngxG3oPuc2irwryzU+hzPohlNFv5MuSe0qPzq1rcuN2CIdPXEuxPjY2njz2tmZleRxsifl/Zup2YDg9h3yPm6sjQXcjGT7AhyW/HqB+rZKULp6fL3/YwrtD23Lk1DXOXryd6feTkQLvhPP+iKW45nOkR9+GjJz4HO+PXGrWpnS5Qrw/9QWmTPyFq5ceTF/ds+MsvTp8ga2dNVERMcz48RUmjV7OwDdbcuXSHc6eusHoDzvTp9OXZlmvJ8Gevy5w7swtihbLx+tDWtDh2ZqsW5O0oUhISJRps4iLF+5QzNuD1m2rcfz/G2t889Vmlvy8m6ioWAoVdqVKVS/m/7iDRUsGM2P671SqXJTXXvdh8sdrLHZ/IiKS8+XW3fkyW7ZJGyxfvpzPP/+cuXPnmoKU+wGHo6OjWVsnJyeio6OT9fE4IiOTfhvs4ZHyLnOenkmbCERFRaX7GpMnT8bV1dV0eHl5pbuvtChdwhYrKzh3Mc5UdvZiLGVL26aq/r4ihWyIjTUyaXown03w5MTZWJo8nYdG9fPw8j/WSmVX9WqVpHqlYvw882V+nvky5UoVpG+3pxn2cnMArt24i1cR8yDQu4g7124Emz4nJBoJuhtJuVIFKF7Mg407TlG2ZEH+2H6Kk+dusnP/BcqXMs9kPgni4xO4djWQE0f+5utpv9GgaQUcHB78/ZcoXYBPZvbm62m/sXfH2WTnR9+LJTz0Hl17Pc2uP09z51YopcsV5tfl+9m74yxhoffw8HTOylvKEBER0Vy9Gsjuv87ju3w/LVpWeWjbkLtRODramZeFRBEbG8/QN1vx1axNuLs7ERIaxd49F/hl1UHTWikRERF5smSLIOrXX3+lT58+fPXVV3Tv3t1U7uqatOvb/el99wUFBeHm5pahYyhUKOnLzN9//51i/d9//42trS0FChRI9zXGjh1LaGio6bh2LeWMSEZzcbaiZRNHPp9zF6PRyOW/4/BdF0G3Dk6pqv+nj74IZkBvV/J7WlPQ05qzF2JJSDBy8kwshQok39QiO5k2dyPDP1jB2CmrGTtlNVevB7F281EW/bIPgEPHr2JvZ0OrxpUAaFK/HPlcHdl3+HKyvoa97MOM75M2k7gbGklJr6Qgu6S3J0EhT9b0rHada5O/YNJ/a1ZWBpq2qsKdW6FERycF1V7FPZk8uw/fzdzEtk0nHtpP/oIuNPapzMqf9wBJa6VKlCqAY1573D2cCA9N/y8gLOHF3g2ws0tK1js62lG/QRmuXg001fd+6RlToFmkaD5at6mK36EryfrxaVGZ69eCOX/uFmFh9/BwdyJPHjtKlkxaKyUiIpKptDtfprD4dL61a9fSo0cPvvjiC9Map/uKFStGvnz5OHbsGO3atTOVHzt2jGrVqv27q8dSs2ZN8ufPz4oVK2jfvr1ZndFoxNfXlzZt2mBllf64097eHnt7+8cdaoqmfnWXeUvCuBWQgJUV/LE1iiEvuzLkZTcAvvo0P51eukmBypeJjDLyxiuutGme13T+o+oBzpyPZee+aLb//51Qtas7UNzLhmI1rmBnZ2DziiKZcm8ZJSDI/AtrTGw8wSFRBP1/C+570XFMmrmB8W+2Y2i/ptjaWvPxrN8IjzTPsD3bshonzvpz5XoQAOu3HOfrj1+kddNK+N8MYe8TttX51UsBfDyzF3nzOpDH0Y7bN0P4aMxyU/0rb7TAycmBnv0b0bN/IwBu3wzh3TcXmfXz+jtt+X7WJuLjk7bYX/zjDsZPfh6AX5fvNwVlT4rIiBgWLx9CTHQcbvnycujAJb6bs9VUHxERw+JlQ4iOicPV1ZF1a/xYv/awWR+OjnZ0f6E+b7+V9Kyio+NYu+Ywi5cNBuDD91dn2f2IiIhIxjEY/7mfeBZbv349Xbt2Zfr06QwePDjFNm+88Qa///47Bw4cwM3Nje3bt9O0aVO2bNlC8+bNzdpev34dLy8vtm7dStOmTVPs77/afPfdd7z++ussX76cLl26AEkB1EcffcTkyZPZtWsXtWrVSvM1HyYsLAxXV1funiuFi/PjJQUDAhMIumv+fihPd2s8PR5kh4xGI39fj8fVxQo31+RZo0fVBwUnYDCAez7zupu34/F0t8bW1vBY93Bf48GvZkg/j1LQ05nIqFgiosyDJBsbK/K7OxN0N4LYuOTv3Cro6UxwSBRx8Q/qrKwM5Pv/WqnM4ngtczNc7h5OxMTEE/mvzTU8C7iQJ4/5NLW4+ARu+ZtniIsUc+fG9WCzMnt7W+wdbAnLxCxUwr+m0GUkgwHy53fhbkgkcbHJfxasrAx4eDgRFBxhtpvffQ55bHHMY5ds8wgX1zzERMcRk4m7Fy5c0i/T+hYRkSTh4eFUqFCB0NDQdK+Zzyz3v2dWHPoJ1vYOjz4hnRJiojk9+91s+Qwyk8UyUWFhYXTt2hUXFxf+/PNP/vzzT1Pd66+/jo+PDwAff/wxfn5+VKxYkYoVK7Jv3z7effddswBq27ZtzJ49m3v37gEwceJE8ufPT/fu3U3TA1PTZuDAgcTFxfHyyy8zadIkvL29TS/RXb9+vVkAlZr+slJ+T2vye/73dDqDwUBxL9t013u4p9x/4YIWT2imy+3A8BTL4+MTuXknNMW6h52X+P+1Uk+y4KCUp5YF3kndBij/DqAAYmLiiIl5sjJQ/2Q0wp3/uP/ERCMBASn/HAFE34sj+l7y+w8LvZch4xMREXnSXL16lREjRrB3715cXV3p378/77zzzkPbX7hwIcWN31atWkXjxo0zc6j/yWLffh0cHFi0aFGKdaVLP3h/j4uLC7t27eLAgQPcvn2bKlWqULJkSbP2JUuW5IUXXgCgf//+pvJKlSqlqQ3A4MGDefnllzlw4AABAQGMGzeOYsWK0aRJkzRfU0RERETEorLRe6Lu3btH8+bNqVq1Kn/88Qfnz5+nT58+JCYmMnLkyBTPiY+PJygoiGPHjlG4cGFT+f29EyzFYkGUnZ0d3bp1S1Vbg8FA3bp1H1pfvHjxR763KTVt7nNwcKBRo6S1H2XLlqVevXq89957fPTRR+nqT0REREQkt1u6dCnXr1/n0KFDuLm5UalSJUaOHMmUKVMYPnw4NjYPD03y5ctn2i07O8gWu/NlZ1WrVmX79u3UqlWLhITkayJERERERLKtbLQ7344dO3jqqafMdtlu1aoVQUFBnDp16j/Pbd68OcWLF6dVq1b8/vvvqb9oJlEQlQp16tShS5cuWFtn7y28RUREREQsISwszOy4/77Xf7px4wYFC5q/T/P+55s3b6bYr8FgYMCAAfz8889s3ryZJk2a0L59e1asWJHxN5EGCqJERERERHIoQxYcAF5eXri6upqOyZMnJxuL0WhMlpS4P4UvMTExxfGXL1+e7777jjp16lC2bFnGjRtHnz59mDRpUrqeR0Z5MrdVExERERGRbOPatWtmW5yn9G7U/Pnz4+/vb1YWEBBgqkutOnXqsGTJknSONGMoEyUiIiIiklNl0ZooFxcXsyOlIKpevXocPHiQ6OgH76Tcvn07efPmpUqVKqm+pfPnz1t8kwkFUSIiIiIikul69eqFvb09Y8aMITo6mnPnzvH5558zYMAAHBySXgh85swZPD092bFjBwBffPEF69evJzo6moSEBFauXMmcOXN47bXXLHkrms4nIiIiIpJTGYxJR2b2n1oeHh6sX7+egQMH4uLigpWVFX369GHKlCmmNvffCxUbGwtAx44deffdd3nxxReJjY2lcOHCTJ06lSFDhmT0raSJgigREREREckS9evX5/jx40RERODg4JDs3VAVK1YkICDA9DLdMmXKsHz5chITE4mLi0txmqAlKIgSEREREcmp0vgup3T1nw5OTk4plltbW6e43snKyirbBFCgNVEiIiIiIiJpokyUiIiIiEhOlpmZqFxKmSgREREREZE0UCZKRERERCSHyk678+UkykSJiIiIiIikgTJRIiIiIiI5VTbdne9Jp0yUiIiIiIhIGigTJSIiIiKSQ2lNVOZQJkpERERERCQNlIkSEREREcmptCYqUygTJSIiIiIikgbKRImIiIiI5FBaE5U5FERJthPvoARpSqILOVp6CNnS0rm9LT0EERERyWUURImIiIiI5FRaE5Up9Ct/ERERERGRNFAmSkREREQkp1ImKlMoEyUiIiIiIpIGykSJiIiIiORQ2p0vcygTJSIiIiIikgbKRImIiIiI5FRaE5UplIkSERERERFJA2WiRERERERyKIPRiMGYeemizOw7O1MmSkREREREJA2UiRIRERERyam0JipTKBMlIiIiIiKSBspEiYiIiIjkUHpPVOZQJkpERERERCQNlIkSEREREcmptCYqUygTJSIiIiIikgbKRImIiIiI5FBaE5U5lIkSERERERFJA2WiRERERERyKq2JyhQKokREREREcihN58scms4nIiIiIiKSBspE5RATPg3i4NEYAJ5rm5fXXnI1qzcajfywOIzftkThns+at151pXJ5+1TXb9gSyYLl4dSuZs87r7thZWUA4NDRaDbvuMfoN/JlwV1mnIqlCvLq88+wctMRdvldMpUX8nSmW6uaFMnvyvmrd1j+x2Ei78Wa6nu2q03l0oX546/T7PS7aCp/tmlVbgeHse/Y1Sy9j4xSs6o3LZtWws7WmoNHrvDH1pMY//GbpepVvGjTrDKOjnbs2HOeLTtOm+qc8trzSq+G5HW0Z8HyPVy/cddUN3xQC+Yt2U1IaFRW3o6IiIjcp+l8mcLimajt27czefJkpk6dyp49e1JsExAQwKxZsxg/fjzLli0jISEhWZvIyEi+//57RowYwcWLF1PoJXVtAA4fPsy0adN49913+eqrr7h6NeUvxqkZe1Z5rm1ehg1MCpzOnI9NVv/Z7BA+/uIuz7bJi6uzFU2e8+fm7fhU1V/zj+O1EXd4tnVe1m+KZP6ycAASE428NSGQTm3yZsEdZhxrKwMj+vtQ2suTQp4upnJ3V0emDO9EQHAEm/acoVr5oswc281U3+aZijStU5btBy8wsr8PRQskPe8C7s50blGNQyevZfm9ZITmDSvwQuc6HDt5jUNHr9Kv5zP0f7Ghqb5OzRJMmdCVS1cD2L3/Iq/1bcyzbWqY6t96rQVWVgYuXL7DJ+M6m8pbNKkIBoMCKBEREclxLBZEJSYmUrduXd5//33Cw8Px9/endevWvPnmm2btLl68SNWqVVm9ejUJCQmMHTuWdu3amQVSP/74I2XLluX333/n888/59q15F9mU9MmLi6Ovn370rhxYy5cuICTkxN//fUXFSpUYOrUqWkee1aqXd2BNs3zUqxI8uRiYqKR6XPu8uXH+enb3YVp73tSs4o93y4MTVX9Xr8Y2vnk5cUuzgwf5MbOvfcAmLswjMb181ChrF3W3WgGeKFdbQ6fus7NgDCz8vDIGAZMXMKy3/3Yuv88781eT+UyhSng7gxA9QpFWf67H5v2nGH7wQtULVsEgOEvNeWrJTuJT0jM8nvJCHsPXWL0hyv5/c+T/LblBN8t3EmTBuVM9V061GLVej9WrDnEH1tP8tUPW3mpx9Om+mqVizH3px0s//UgNjbWuLrkwTGPHT271OW7BTsscUsiIiLyD/fXRWXGkVtZbDqfwWDg66+/5qmnnjKVtW7dmnbt2vHqq69SpUoVAEaPHk2ZMmXYtGkTVlZWvPbaa5QrV46lS5fSq1cvAGrUqMHp06cJDw9n5cqVKV4vNW3GjRvHqlWrOHjwIOXLlzeVr1+/ng4dOlCqVCm6du2a6rFnFxevxBEYnEizZ/KYypo9k4dd+6NTVe/qbMWN/2elbtxKwNXZioDABL5fFMrOX4tl4Z08vsKeLjzbtCr9xi1ixpiuZnVx8eYZzuJF3ImIiiEsMilojIyKxTOfEwD58zkRcS+G+tVKEBuXwMGTf2fNDWSCqHvmmUvvYu7cvB1q+uzm4sidwAcB552AMAp4OlMgvzN3AsKJjIzB08OJW7dDccprz717sQzq14QVvx4kIjImy+5DREREJKtYNIj6ZxACULNmTQCuX79OlSpViI+PZ/369UyfPh0rq6SkWYkSJWjSpAmrV682BVG1atUCIDw8/KHXe1SbiIgIZs2axdtvv20WQAG0b9+edu3a8cknn5iCqEeNPTsJupuIrS04Oz1IPHp6WBMUnJCq+mbP5GH0pECebneNq9fj+WNZEUZ+GMh777jz14FoflwSRrWKdowamg9ra0PW3lwajXzZhznLd3EvJu6hbSYMakPh/C54FcrH6Om/Eh2TFECu23GCr8Z1p+XT5XGwt+Xw6et8Pb4770z9hedb1aR6haJs2XuWrfvPZ9XtZJj8Hk6MeqMN+dySpmaO/sDXVHf+0m2eqVuGNb8fJTHRSKOnk7JUbi6O3AkIx3edH1981IN79+LYsuM03sU8KFU8Pz/8vIuhA5rj6pKHn333cuXvIIvcm4iISK5mNGK20Dkz+s+FstXGEgsWLMDBwcEUoFy9epXo6GhKly5t1q506dIZvgbp0KFDREdH06xZsxTrmzZtyujRo4mMjCRv3uRrgP499pTExMQQE/PgN/NhYWEPbZuRbG0gPh4SEoymICcmxoitrSF19bYGdq8rxuETMZQpacu5i3EEhyTw9FMO1GpxjcnjPFi4IhxXFysG93fLkntKjxb1y2MwGB4Z5KzbdgJXZweaPFWWt/o0ZeD7S4iOieeKfzC9Rv+EV6F8nLtyhz7P1mH9zpNULlOYdo0r8fP6g7zVpxmXrwdx5UZwFt1VxgiPiGHFmkO4ueahW8eneKnH03wxZzMAPy3bw+cfPs+ibwYQdS+WgMCkX0SEhiVl6NZvPMbRE9dwzGPH+Uu3mflJT6Z/s4nX+zfF2sqKM+dv8sm4LvQa9F1u/XdWREREcphsE0Tt2LGDCRMmMHXqVDw9PQGIikpakO7i4mLW1tXVlcjIyAy9fkhICACFChVKsb5w4cIYjUbCwsKSBVEpjT0lkydP5oMPPsiwMadWCS9bjEa4ej2eUsVtAbh0NY6S3japqgfIk8eKBnXyEB9vZOQHN1k8pxCHjsbQpEEe+jzvQgFPa+YvC2dw/yy/vVRr07AiHq55+WJ0FwBKFvOga4saOOWxZ/6v+0ztDp+5DsC2AxdYNWMA9auVYNuBCwCEhN8jJPweRQu4Ur9aCV59fylDX2zMyk1H2bznLBVKFqRauaJPXBAVHRPHfr/LAJw+d4uf5wzg63nbiImJJyg4gleG/UTpEvkxGAzY2lpTs6q32RS/+zvytW9VjdPnb3L570CqVirG2xOWExQcQcdW1fF0dyIgKMIi9yciIpJb6T1RmcPiu/MB7Nu3j44dO/LOO++Ybc7g5JS0/uR+gHNfSEgIzs7OGToGDw8PAPz9/VOsv379OtbW1uTPn9+s/GFjT8nYsWMJDQ01HSltbpEZPNytaVDHge8WJa1zCQpOwHddBB1b501V/T/N/D6EDi3zUtLbFlcXK27eSprq5v//tVLZ2Xe+u/l66U6W/ebHst/8CAiO4NCpa/x1JGmL88plCuNVyM3UvmgBV/K5OHI7KPkU0Lf7NufLRdtJNBqJiIohf76kZ3V/rdSTpFH9sjjY25o+V65QhJCwKGL+P42xeDF3Chd05dzF21z+O5CXX3wG33WHkmWVnJ0c6NK+JvMW/wWQtFbK3QlraytcXfIkW3slIiIi8qSyeCZq//79tG7dmkGDBvHJJ5+Y1Xl7e5M3b17Onj1LmzZtTOVnzpyhYsWKGTqO2rVr4+zszG+//Ubr1q2T1f/+++80atQIG5sHj+y/xp4Se3t77O3tH9kuPb7/OZSV6yI5dS4Ways4cyGOXl2d6d0tKdic9Ul+2va8waZt97h+M54mDfLQrYOT6fxH1QP434xnyaoIdq1N2kyifm0H4uKhbutrXL8Zz9qFhTPl3jLK2St3zD7371yfKzeCOH81AICwiGjeH9IOaysrYuMSKO3lybLfD3H60m2z85rVKUtQSCTHz98A4Ledp5j7/gs0qFkK57wOfPLdxqy5oQw0f3Z/AoMjcHK0x83VkckzfjPVRUTFMuW9rsTGxVO0kBunzt1k0fK9yfoY1K8JC5fv5V500nqzFWsOMnl8FyKjYth94CKRUQqiREREspzeE5UpLBpEHThwgFatWjFo0CA+/fTTZPXW1tZ06dKFn376iUGDBmFvb8+JEyfYtWsXvr6+KfSYfnny5GH06NFMmjSJnj17Uq9ePVPdTz/9xM6dO9m48cGX40eNPas1qpeHYoXN/zrLlHyQXahRxZ4L+4pz8EgM7vmsqFrRPJh7VD1AXLyRpd8Wwt4+aa2UlZWBLb5FOXQsmlLFbSmY3+IxeZrMXLSNwJAH00Kv3brLgPcWU7qYJ/b2tly7eZewyOhk590IDGXmz9tNn28GhtF79AKKF3Hn3NU7xMTGJzsnO9u59zz7/C5TtmQBYmLjuXotyGynwqDgCAaNWEiFMoUICbtn9jLdf9qy4zR+xx7sUrh111nOnL+Fi3Mezl64len3ISIiIpJVDEajZZZ6R0ZG4uXlha2tLX369DGr6969O3Xr1gXg5s2bNGrUCCcnJ2rVqsW6deto1aoVixYtMrU/ePAgS5cuJSIigrlz59K9e3e8vLxo1aoVrVq1SnWbxMRExowZw6xZs2jTpg3e3t4cP36cI0eOMGvWLNNugKkd+6OEhYXh6urK3XOlcMnmU+GyUoO3B1l6CNmSXXjyl0wLLJ3b29JDEBGRXCo8PJwKFSoQGhqabA2/pd3/nlmn80fY2Dpk2nXi46I58Mv4bPkMMpPFUgdWVla8++67KdblyfPgfUWFCxfm2LFjrFu3jtu3b/PSSy/RtGnTZO3vbwjxz5fi3l9Tldo2VlZWfPbZZ7zxxhts27aNgIAAfH19adWqlSmASsvYRUREREQk57FYJupJsX37dnx8fPjyyy8ZMmRIhvatTFTKlIlKmTJRKVMmSkRELOWJyEQ9lwWZqNW5LxOlb+6P0KRJE1auXEliYiIJCfoSKyIiIiKS2z1ZOwFYSKdOnSw9BBERERGRNNN7ojKHMlEiIiIiIiJpoEyUiIiIiEhOZTQmHZnZfy6kIEpERERERLLM0aNH2bt3L66urrRt2xZXV9dUn/vDDz8QHh7OW2+9lXkDTAVN5xMRERERyaHur4nKzCMtJk6cSMOGDdm+fTszZsygQoUKnD59OlXnzp49m2HDhjF8+PB0PImMpSBKREREREQy3eHDh5k0aRIrVqxg8eLF7N69m2rVqjF48OBHnnv06FGmTJnC+PHjs2Ckj6YgSkREREQkpzJmwZFKK1aswNvbmzZt2gBgZWXFa6+9xvbt27l9+/ZDz4uMjOSFF15g9uzZFCpUKPUXzEQKokRERERE5LGEhYWZHTExMcnanDp1igoVKpiVVahQAaPRyJkzZx7a99ChQ2ncuHG2eu2QgigRERERkRwqq9ZEeXl54erqajomT56cbCzh4eG4ubmZleXLl89Ul5L70/6mT5+eoc/lcWl3PhEREREReSzXrl3DxcXF9Nne3j5ZG0dHx2TBUlhYmKkuJUOGDKFTp0589913AOzfvx+AGTNm0LhxY2rVqpUh408rBVEiIiIiIjlVFr0nysXFxSyISkm5cuVYv369WdnFixcBKFu2bIrnvPzyyyQkJHDlyhUAAgMDAbhy5QrVq1d/nJE/FgVRIiIiIiKS6Tp16sT06dM5ePAgTz31FAALFiygVq1aeHl5ARAUFMTChQvp2rUrXl5efP7552Z9zJ8/n02bNjFjxoysHr4ZBVEiIiIiIjlUet7llNb+U6tx48b07duXjh070r9/fy5cuMC6devYvHmzqc3NmzcZPnw4VapUMQVW2ZE2lhARERERkSwxf/585syZQ2JiIjVr1uTkyZM0aNDAVO/p6cmwYcPw9vZO8fxKlSoxbNiwrBruQykTJSIiIiKSU6XxXU7p6j+NOnXq9NDtygsVKvSfU/Xq1q1L3bp1037RDKZMlIiIiIiISBooEyUiIiIikkNlpzVROYkyUSIiIiIiImmgTJSIiIiISE6VaEw6MrP/XEiZKBERERERkTRQJkqynYgiiu1TsvHtnpYegoiIiDxpsuHufDmBvq2KiIiIiIikgTJRIiIiIiI5lIFM3p0v87rO1pSJEhERERERSQNlokREREREciqjMenIzP5zIWWiRERERERE0kCZKBERERGRHMpgzOQ1UbkzEaVMlIiIiIiISFooEyUiIiIiklPpPVGZQpkoERERERGRNFAmSkREREQkhzIYjRgycQe9zOw7O1MmSkREREREJA2UiRIRERERyakS/39kZv+5kDJRIiIiIiIiaaBMlIiIiIhIDqU1UZlDmSgREREREZE0UCZKRERERCSn0nuiMoUyUSIiIiIiImmgTJSIiIiISE5lNCYdmdl/LqRMlIiIiIiISBooEyUiIiIikkMZjElHZvafGykTJSIiIiIikgbKROUQs38I4eTZWACaN3Lk+Y5Oydps3hHFb1sicXezZkBvFwrmt0l1/eHjMSz7NZxa1ezp/qyzqfz8pVg277zH631dM+nOMtZ7XX3MPh/7+yarD5wyfR7XuRnWVkm/W1jy1xHO3woya9+iShmqFi/ExqPnOXn9tqm8SaVSRMXEcuDi9UwcvYiIiEgaaU1UprB4Jury5cssWbKEFStW8Pfff6fYJiYmhrVr1/L999+zb9++FNsYjUY2b97M7Nmz8ff3T3cbgNu3b+Pr68u3337L+vXriYiISLFdYGAgv/zyCwsXLsTPz+8Rd5q5SpWwpXple06eiWX3/nvJ6n9cEsYLr93C1cWaIydjqN/2OiGhCamqDwhMoGOfG7g6W/HxF3dZue7B83hzXCC1qtpn/g1mkO5PV+Nq4F3O3AjgzI0AbtwNN6s/eyOQMzcCaFWtLEXyuZjVNalYkjfaNiD8XgxfvdwJT+e8ALjkseeN1k9z4tptRERERCTns1gmymg00r17d44cOUKdOnWIioripZdeYtKkSYwYMcLU7s6dOzRt2hSA6tWrM2rUKLp06cL3339vavPrr78ycuRI8uXLx/79+6lSpQpFixY1u15q2hiNRt5//32mTp1K48aN8fb2Zv78+bz00kt8/fXX9OjRw9R2+vTpfP3119SuXRsbGxuGDRtGw4YN8fX1xc7OLhOe2H9r55P0hf7QsZhkdUajkQ+mBTNjUn56d3PGaDTydLvrfP9zGCMG53tk/c5992jV1JGxw9wpW9qO3/6MpGsHJ5avCce7qA31ajlk9e0+ll8PnCIkKjrFOt99xwF4pdlTyeoaVSzJt5v3s/7wGYrkc6FO6WL8duQsw9s34rs/D3AvNi5Txy0iIiKSVobEpCMz+8+NLBpE9ejRg+XLl2MwGABYvHgxvXv3pnPnzpQuXRqAMWPGYGtry969e8mTJw9Hjhyhdu3adOrUiY4dOwKQN29e1q9fT548efDy8krxeqlpM3XqVD799FM2b95Mo0aNTOVz587lxRdfpGDBgmYB3enTp7G1tQXg4sWLlClThnXr1tGlS5cMeUYZ5er1eK7fiKedjyMABoOBtj6O7Nx3jxGD8z2y3s7OQNS9pFRtZFQidrYGIiIT+XTmXTavKPrQ62ZXA33qEhefwOGrN9l+6lKqz4uLT8DBLuk/mTx2tsQlJFDVuxCF3Zz54+i5zBquiIiIiGQzFpvOZ2VlRbdu3UwBFECLFi0wGo2cPXsWgMTERHx9fenXrx958uQBoEaNGjRo0IBly5aZnVe2bNn/vN6j2kRHR/PJJ58wcOBAswAK4LXXXuPpp5/mvffeM5X5+PiYAigADw8PrK2tSUzMfuH47YAEbGzAPZ+1qaxgfhtu30lIVX2zZ/Kw3y+aF167xfjJQbzYxZn3pwYz9BU3/G/FM/bjQBavMp8Wl119uHILVwNDiE1I4L2uPkzs1iLV5/525CxDWj3N1F7teKpUUfZfuMboZ5vwyeqtNK1UirfbN6Kad6FMHL2IiIhIGt1fE5WZRy5k8TVR/7RmzRqsra2pXr06ANeuXSM8PJyKFSuatatYsSKnTp1KqYt08/PzIzQ0lA4dOqRY3759e3bv3k109INpYH///TezZ8/mk08+oUWLFvTt25fOnTs/9BoxMTGEhYWZHVnBygoSE5Oyf/clJBj5//4Jj6zP62jF3t+K8WzrvPy2pAiuLlYcOhpN57Z5advzBnnzWPH5N3dZ5Jv9A6nle46xfM8xvt64l/7frKBr3SoUdXd59InAsb9vMfDbVWw9dZEXvlxCh1oV2Xv+bwq5OTOyY2NCo6KZ2e9ZCudzfnRnIiIiIvLEyjZB1MmTJ3nnnXcYOXKkaa1SeHjSl3I3Nzeztvny5cvwACQgIACAYsWKpVjv5eVFQkICd+/eNZVFRkZy5swZjh07xs2bN3F2dv7PTNTkyZNxdXU1HQ+bVpjRvIrYkJgIN2492Eji2o14ihWxSVU9QAFPG17s4kzl8na8NT6QGR/l58CRGBrUcWD82+58MMqD3/+MzJL7ySh/B4YQEROTbAOJ/3LxdhAbDidlSjvXrcx3W/bTsHwJ5m8/xA9bD/DbkbPUK5M1f68iIiIij2TMgiMXyhZB1IULF2jVqhXPPvssH3/8san8/hS++8HUfWFhYTg6OmboGFxdk7bovn075R3Wbt26hcFgwMPDw1RWsWJFZs+ezdKlS9mzZw/z58/nm2++eeg1xo4dS2hoqOm4du1aht7DwxQqYEPVinYs+SXpOd67l8gvGyJp3Sxvqur/6afl4VSrZEf1yvbY/3utlJ0hWfvspEwhD9wcH2yC8VSpouSxs+XS7eA09zWiY2Nm/76bmPgEYuPjcbD9x1qp+Ow3pVNEREREMo7F3xN18eJFmjZtStOmTZk/fz5WVg/iOm9vb+zs7Lh8+bLZOZcuXXrkGqi0qlWrFvb29uzYsQMfH59k9Tt27KB27doP3XnP29ubGjVqcODAgYdew97eHnv7zNkOfOW6CDbviGL3/nvY2hp4fdQd2rfMS4eWSYHQ5x940vXlm+w5GM35S3EU9LSmT7cH084eVQ8QEprAzO9C2PZLUrbu6accuHQljucH3GT/4Rh+nFEgU+4to9haWzN/cHcu3wnGymDg6XLefL52J0ERUaY2r/rUpZCbM26OeejRoDpNKpVi3raDXAsKNbV5qlRRHO1s2X466efyj6PnmDuwC1W9C1GrZFGmr9+Z5fcmIiIikhKD0YghE9ctZWbf2ZlFg6hLly7RtGlTmjRpwoIFC7C2tjart7W1pW3btixevJiBAwdiMBi4fv0627Zt49tvv83Qsbi4uDBo0CBmzJhB3759KVWqlKlu8+bNrF27luXLlwMQHx/P9evXKVGihKlNcHAwJ06coFmzZhk6rtQqWtiG6pXtqV75QZBWKP+D5+nTyJFjW73Zuvse7m7WtGnmiK2tIdX1kDTd75vPCuDinBTo2tkZ2LW2GH9si2L8cHeza2dHp/3v0GvWUuqWKYaNtTWfrtnGzX+9J+pywF1CoqI5cyPAVBb1r63L7Wys+fiXP02fz98Kov83K6jsVZCpa3cQdi/5NvMiIiIiknNYLIi6d+8ezZo1IzY2lrp165pNg2vevDmVKlUCYMqUKTRo0IAOHTpQr149Fi1aRIMGDejVq5ep/ZkzZ9i8eTMhISEA/PLLL5w4cYK6detSt27dVLeZMmUKN27coHbt2vTr1w9vb2+OHz/O8uXLmTx5Ms8//zwACQkJdOrUiZo1a1KpUiVCQkJYsmQJJUqUYNiwYZn96FJUv7YD9Wv/9/uavIvZ0re7bbrrK5VPnoVzz2dNz85PzkYKkTGxbD358G3NNx07/8g+dp9L/lLoq4EhXA0MeZyhiYiIiGS8zN5BT5morJWYmGh6z9P58+ZfXGvXrm36c/ny5Tlx4gQLFy7k9u3bvPvuu/Tq1QsbmwdDDw0N5cyZMwAMGTKEhIQEzpw5Y5ZNSk0be3t7li9fzp49e9i8eTOXL19m1apV9OjRgzFjxpi1O3ToEKtWreLw4cPkzZuX2bNn065dO7Mt20VEREREJOcxGI25NHxMJV9fX7p3746vr2+Gv0Q3LCwMV1dX7p4rZZoiJ1Bt2mBLDyFb2vh2D0sPQURERP4hPDycChUqEBoaiotL6nf7zQr3v2c2qzUWG+v/nq30OOITotnqNzlbPoPMpG/uj9CtWzdmzpzJoUOHSEhIePQJIiIiIiKSo1l8d74nwdChQy09BBERERGRNNPufJlDmSgREREREZE0UCZKRERERCSnMpLJu/NlXtfZmYIoEREREZGcSlucZwpN5xMREREREUkDZaJERERERHKqRCAzX2OamIl9Z2PKRImIiIiIiKSBMlEiIiIiIjmUtjjPHMpEiYiIiIiIpIEyUSIiIiIiOZV258sUykSJiIiIiIikgYIoEREREZGc6n4mKjOPNLh8+TKdO3emcOHCVKhQgSlTpmD8jz6MRiPLli2jefPmFClShBo1avDRRx8RGxv7uE/msWg6n4iIiIiIZLqoqCiaN29OrVq12L59O+fPn+fFF1/EaDQyZsyYFM/5448/2LRpEx988AFlypTh+PHj9OvXjzt37jBz5swsvoMHFESJiIiIiORU2WhN1NKlS7lx4wZHjhzB1dWVcuXKMWrUKKZOncqIESOwsUkemrRp04Y2bdqYPhcuXJgXXniBTZs2Zcjw00vT+UREREREJNPt3LmTp556CldXV1NZy5YtCQ4O5tSpU6nq4/Lly/z222+0a9cus4aZKgqiRERERERyqsQsOICwsDCzIyYmJtlQ/P39KViwoFlZgQIFALhx48Z/3kbdunVxcnKiVKlSPPXUU3z66adpew4ZTEGUiIiIiIg8Fi8vL1xdXU3H5MmTU2xnZWUeftyfwvdfm0sAbNmyhYsXL7Ju3Tq2bdvGsGHDMmbg6aQ1USIiIiIiOZTBaMSQiWui7vd97do1XFxcTOX29vbJ2hYoUIDr16+bld25c8dU91+cnZ1xdnamffv2TJo0iVdeeYUpU6aQJ0+ex72FdFEmSkREREREHouLi4vZkVIQVa9ePQ4ePMi9e/dMZdu3b8fJyYnKlSun+lo2NjYYjUbi4+MzZOzpoSBKRERERCSnykbvierVqxcODg6MGjWKqKgoTp06xbRp03j11VdxcHAA4PTp07i5ubF9+3YApk6dyrp164iMjMRoNHLw4EE+/PBDOnTogLOzc6Y8stTQdD7Jdja+3cPSQxARERGRDObu7s5vv/3Gq6++iouLC3Z2dvTt29ds/VRCQgKhoaHExcUB0KVLF8aPH0+fPn24d+8eHh4e9O7dm/Hjx1vqNgAFUSIiIiIiOVeiEQyZ+J6oxLT1XadOHQ4fPkx0dDR2dnbJNpqoVKkSd+/excnJCYDSpUuzZMkS0/Q9W1vbDBv641AQJSIiIiIiWer+9L1/s7Kyws3NLVm5wWDINgEUKIgSEREREcm50rhuKV3950LaWEJERERERCQNlIkSEREREcmxMjkThTJRIiIiIiIi8gjKRImIiIiI5FRaE5UplIkSERERERFJA2WiRERERERyqkQjmbpuKY3vicoplIkSERERERFJA2WiRERERERyKmNi0pGZ/edCykSJiIiIiIikgTJRIiIiIiI5lXbnyxTKRImIiIiIiKSBMlEiIiIiIjmVdufLFMpEiYiIiIiIpIEyUSIiIiIiOZXWRGUKZaJERERERETSQJkoEREREZGcykgmZ6Iyr+vsTJkoERERERGRNFAmSkREREQkp9KaqEyhICqHWLkugivX4gCoVc2eZs84Jmtz7mIsW3beI5+bFc+1yYuDg1Wq6/1vxrNhSyQ1q9jzVA0HU/ntgHh27I3m+Y5OmXRnIiIiIiLZi8Wn80VGRrJnzx4OHDhAZGTkQ9sdP36czZs3c+PGjYe2OXfuHOvWrSMoKOix2sTFxXHw4EE2btzIyZMnMT4iwg4ICGDdunWcOnXqP9tlpruhCdy6k8DCFeGs+T35c9ywJZI6ra+x52A0X8wJoXEnf6KjE1NVHxGZSKNnr7P3UDTdXrnFtt1RpvNGvB+IYx5D5t+giIiIiKRdYmLmH7mQxYIoo9HIyJEjKV26NO+88w4DBw7E29ubpUuXmrWLiIjAx8eHZs2aMWHCBEqXLs1HH31k1mbnzp20aNECHx8fOnbsyPHjx5NdLzVtAH788UeKFClC7969mTZtGm3atKFChQrs3LkzxfaJiYn06NGDzp078+2336bzaTy+Ab1cmTrRkzo1HVKsH/VBIB+N8WDB7ILsXFOMyKhE5i8LT1X91r/uUf8pB374oiCTxrizbHUEANt2RxF1z0j7Fnkz/wZFRERERLIJiwZRBQsW5OLFi+zevZsjR44wbtw4+vbty/Xr103tJkyYwOXLlzl79ix79uxhzZo1TJgwgR07dpja3Lhxg9GjR7N79+6HXi81bX766ScGDhzIjBkzOHPmDBs3buTKlSt069aNVq1aceTIkWTnfPTRR+TLl4/KlSun70FkgRu34jl9Po5u/59yZ2dn4Lm2TmzeEZWq+vh4I3a2Sdkme3sD8QkQF2dk9IdBTP/A0wJ3JCIiIiKpcn9NVGYeuZDFgigrKytGjBhB3rwPshi9evUiNjaWY8eOAUmB1sKFCxkwYAAeHh4AtGzZklq1arFgwQLTeT169KBly5YYDA+fVvaoNvHx8YwZM4aePXvSq1cvU7m1tTWTJk2iTJkyvPvuu2bn7Nq1ix9++MGiGajU8L8Vj7U1FCpgbSorWtiaG7fiU1XfqF4eNm6LYvzkIN7/LJgOLR35Ym4IXdo7YW9v4PufQ9l7KDprb0pERERExEIsvibqn3bt2gVA+fLlAfD39ycoKIjq1aubtatRowZHjx7N0GsfPnyYW7du8cILLySrs7KyokePHmzZsoXY2FgAgoOD6d27Nz/88IMpwHuUmJgYwsLCzI6sYDSCwYBZAGmwMph+cfCoek8PazYuL4K9vYHPJnpSq6o9vmsjeL2fK42evc6ufdG8OOgWf2x9+Jo2EREREbEAZaIyRbYJovz9/XnjjTfo378/pUuXBiAkJAQAd3d3s7YeHh6muoxyf8OK4sWLp1jv7e1NbGysaUOKV155ha5du9KiRYtUX2Py5Mm4urqaDi8vr8cfeCoUym9NfDwEBiWYym7djqdgAZtU1QNUqWDPhLfd6dAyL29NCOTTCR4cOhZNxXJ2zJ9ZkCnvebLkl4gsuR8REREREUvKFkFUQEAArVq1olKlSnz99demcjs7OwCioqLM2kdFRZnqMsr9aYV3795Nsf5+uZubG76+vmzdupUGDRqwbt061q1bR1hYGJcvX2bdunUP3c1v7NixhIaGmo5r165l6D08jHcxW0p42bB2U1KmKDHRyPpNUTR9Ok+q6v/pty2R5HEw0LyhIwkJPFgrZWcgISF3/iZCREREJNtKNGb+kQtZ/D1RgYGBNG/enIIFC7JmzRocHB7sLuft7Y21tbXZRhMA165do2TJkhk6jpo1a2Jtbc2+ffto3Lhxsvr9+/dToUIF8uTJQ548eWjYsCHz5s0z1QcFBXH8+HHmzJlDu3btUlx7ZW9vj729fYaO+77tu+9x8Gg0J07HYG9n4PNv7vL0Uw40qJMUCE0a48GQMQGcOR/LiTOxhEcm8kovF9P5j6oHiI5OZMKnwaxdVBiAerUceGX4HcZ+HMj6TVGMG54vU+5NRERERCQ7sWgm6n4AlT9/ftatW4ejo/kLYh0cHGjSpAmrVq0ylYWEhLBlyxbatGmToWPx8PCgZ8+efP7558neIXXkyBGWLVvGsGHDAGjfvr0pA3X/KFmyJM8++yzr1q3DyirrH2t4ZCK37iTQsF4e6tR04NadBCIiH/xm4MUuzqz/uTD2dgZaNnZkz/piODtZpboe4OTZWMa/nY/CBZNib2cnKzavKELePFZ8ONqdHp2cs+ZmRURERCRVjMbETD9yI4tlomJjY2nZsiW3b99m/Pjx/Pnnn6a66tWrm9YLTZ48mcaNG/P666/z9NNPM2fOHEqUKMErr7xian/9+nWOHDliCn727NlDREQE5cqVo1y5cqluM2vWLNq2bUudOnUYNmwY3t7eHD9+nBkzZvDKK68waNCgLHk26dGhZV46tPzv9zU1qJPHlJlKT33t6g7UNt/jg7Kl7Bj/tnvKJ4iIiIiI5EAWC6Kio6MpWrQoRYsWNduuHODNN980BVF169Zl//79zJkzh19//ZVWrVrx1ltvkSfPgy/7Z8+eZc6cOUBSluivv/7ir7/+4sUXXzQFSKlp4+bmxq5du1i+fDmbN29my5YtbNy4kT59+jB37tz/vJ/GjRtn63dFiYiIiEguZMzkdUu5dHc+g/FhuyAIALNnz2b48OH8+eefNGrUKEP7DgsLw9XVlbvnSuHinC32+MgWbiVut/QQRERERB4pPDycChUqEBoaiouLy6NPyEL3v2f6uL2EjSFjN2T7p3hjLFtCFmTLZ5CZLL6xRHY3dOhQrly5wsKFC2nQoAHW1taPPklEREREJDswGgFlojKagqhUmDZtmqWHICIiIiIi2YSCKBERERGRnCoxEQyZuINeLt2dTwtxRERERERE0kCZKBERERGRnEprojKFMlEiIiIiIiJpoEyUiIiIiEgOZUxMxJiJa6KMWhMlIiIiIiIij6JMlIiIiIhITqU1UZlCmSgREREREZE0UCZKRERERCSnSjSCQZmojKZMlIiIiIiISBooEyUiIiIiklMZjUAm7qCnTJSIiIiIiIg8ijJRIiIiIiI5lDHRiDET10QZlYkSERERERGRR1EmSkREREQkpzImkrlrojKx72xMmSgREREREZE0UCZKRERERCSH0pqozKFMlIiIiIiISBooE2VB9yP3sIjcOZf0YcITwy09BBEREZFHioiIALJ3NibeGJOp65biicu0vrMzBVEWFB6eFCwUr3XFsgPJdipYegAiIiIiqRYeHo6rq6ulh2HGzs6OQoUKsevWhky/VqFChbCzs8v062QnBmN2Dp1zuMTERG7cuIGzszMGg8Fi4wgLC8PLy4tr167h4uJisXFkN3ouKdNzSZmeS3J6JinTc0mZnkvK9FySy07PxGg0Eh4eTpEiRbCyyn6rZKKjo4mNjc3069jZ2eHg4JDp18lOlImyICsrK4oVK2bpYZi4uLhY/B+j7EjPJWV6LinTc0lOzyRlei4p03NJmZ5LctnlmWS3DNQ/OTg45LrgJqtkv5BZREREREQkG1MQJSIiIiIikgYKogR7e3smTpyIvb29pYeSrei5pEzPJWV6LsnpmaRMzyVlei4p03NJTs9EsgNtLCEiIiIiIpIGykSJiIiIiIikgYIoERERERGRNFAQJSIiIiIikgZ6T5Rw8+ZNrl+/TunSpXF3d7f0cLKNCxcucOvWLZ5++mmsra0tPZxs4e7du1y5cgUvLy88PT0tPZxsIyAggGvXruHt7a3n8i8hISGcOHGCYsWKUaJECUsPx6IOHDhATEyMWZmXlxfFixe30Iiylxs3bnD79m0qVaqU6zcMOHLkCBEREcnKXV1dqVq1qgVGlH3Ex8dz6dIlIiMjKVGiBPny5bP0kCSX0sYSuVhCQgIDBgxg6dKllCpViosXL/Luu+/y3nvvWXpoFrVu3TqmTZvGsWPHuHv3Lnfv3sXNzc3Sw7KokydPMnLkSPbt20fx4sU5d+4cbdq0Yf78+Tg5OVl6eBZz4sQJ3nrrLU6dOkWhQoU4c+YMbdq0YcGCBbn6udxnNBpp27YtmzZtYvjw4UybNs3SQ7KoYsWK4ejoSIECBUxlvXv3ZtCgQRYcleXduXOHl156id27d1O+fHkCAwOZMWMGnTp1svTQLKZ///6cP3/erGzPnj107dqV5cuXW2hUlrdlyxb69+8PgIeHB2fOnKFfv3589dVXWFlpcpVkLWWicrEZM2awZs0aTpw4QenSpdm+fTs+Pj489dRTtGvXztLDs5iTJ08yceJEIiMj6dixo6WHky2cP3+eN954gw0bNgBJ2csGDRowatQovv76awuPznIuX77Mxx9/TL169YCk36TXrl2bTz/9lI8++sjCo7O8qVOnYmNjQ8WKFS09lGzj3XffpV+/fpYeRraRkJBA+/btcXJy4vr167i4uBASEsL69estPTSLmjdvntnnAwcOULdu3Vz/s/PSSy/Rrl07vv32WwwGA4cPH6Z27dr4+PjQrVs3Sw9PchkFUbnYjz/+yIsvvkjp0qUBaNKkCY0aNeLHH3/M1UHU6NGjgaSMlCR57rnnzD4XLlyY5557ji1btlhmQNnEv4PsIkWKUK5cOfz9/S00ouxj//79zJw5Ez8/P5o3b27p4WQbgYGBHDx4EC8vLwoWLGjp4Vjcr7/+ysGDBzl79iwuLi4AuLm50atXLwuPLHv54Ycf8PLyok2bNpYeisUkJiYSHBxM/fr1MRgMANSoUQMnJycCAgIsPDrJjRRE5VLR0dGcPn2akSNHmpXXrVsXX19fC41KniQHDx6kTJkylh6GxRmNRv766y9iYmLYunUr586dY+bMmZYelkWFhYXRs2dP5s6dazZ1TeDDDz9k0aJFnD9/njp16jBv3jxKlixp6WFZzJYtWyhfvjzlypXj1KlTGAwGSpcujZ2dnaWHlm1ERUWxZMkShg8fnqunrFlZWTFp0iQ+/fRTHB0d8fDwYPHixZQpU4YXX3zR0sOTXEhBVC4VEhKC0WjEw8PDrNzDw4Pg4GALjUqeFLNnz2bv3r389ddflh6KxcXFxTFmzBgiIyM5d+4cgwYNokKFCpYelkW9+uqrtG3blvbt21t6KNnKhx9+yEsvvYSNjQ2BgYF06tSJHj16sHfv3lz75fjGjRu4uLjQuHFjAgMDiY6OJjIykrlz5ybLgOdWvr6+RERE8PLLL1t6KBb33HPPsW7dOkaOHImHhwf+/v589tlnuLq6Wnpokgvlzn+1BVtbWyApI/VP9+7d028A5T8tX76ct99+m++//566detaejgWZ2dnx65duzh8+DDnzp1j9erVvPXWW5YelsWsWrWKjRs30qlTJ3bt2sWuXbuIiorC39+fXbt2WXp4FvXyyy9jY5P0u0tPT08+/vhjDhw4wMWLFy08MsuxtbXlwIED9O/fn1OnTnHp0iUGDRpE7969uXPnjqWHly388MMPtG7dGm9vb0sPxaKioqJo2rQp1apV4++//+bo0aNs2bKFN954g0WLFll6eJILKYjKpdzd3XF2dk62dsPf3z/X/0MtD+fr60ufPn2YM2cOffv2tfRwsp2iRYvy4osv8ttvv1l6KBaTkJBApUqV+OCDDxgzZgxjxozh9u3b7Ny5kzFjxlh6eNnK/TVRuXkNXYkSJXBwcDDbMGHQoEFERkbi5+dnuYFlE+fPn2fHjh0MHDjQ0kOxuMOHD+Pv78/rr79uytxWr16dhg0bsmbNGguPTnIjBVG5lMFgwMfHx+wfnri4ODZs2EDLli0tODLJrlauXEmvXr34+uuvNa3k/yIjI5OVXbhwIdk02dzk+eefN2Wg7h8lS5bkhRdeyNWZqJR+VjZu3Ii1tXWu3r2wdevWxMTEmG0McP36dQDy589vqWFlGz/88AOFChXSTrE8+Hm4//MBSWtSr1+/rp8VsQiticrFJk6cSIMGDRg6dCitW7fmxx9/JCEhIVdPRYKkbav9/f05deoUAHv37sXJyYlKlSrl2pcR//HHH/Ts2ZOXXnqJ8uXLm74M29ramrb3zo169uxJtWrVTM9gw4YNrFixgpUrV1p4ZJLd7Nq1i88++4xevXpRtGhRdu/ezWeffcaoUaNy9S59Pj4+tG3bli5dujBq1Ciio6P54IMPaNmyJbVq1bL08CwqPj6eBQsW0K9fP9M00NysbNmytGnThldffZUPPviAAgUKsGTJEi5evMjixYstPTzJhfSy3Vzu8OHDzJgxg+vXr1O+fHlGjx5N8eLFLT0si5o5c2aKLzOcPHkyjRo1ssCILO+rr75iyZIlycrd3Nxy9Vbw9+7dY+7cuWzfvp34+HjKli3Lq6++mus3lvi3l156iXr16jFkyBBLD8Wi9u7dy48//sjVq1fx8vKiZ8+e+Pj4WHpYFhcdHc2XX37Jn3/+iaOjI40bN2bw4MHY29tbemgW5efnx5tvvslPP/1kehVJbhcdHc3cuXPZuXMn4eHhlC1bliFDhuTqbK5YjoIoERERERGRNNCaKBERERERkTRQECUiIiIiIpIGCqJERERERETSQEGUiIiIiIhIGiiIEhERERERSQMFUSIiIiIiImmgIEpERERERCQNFESJiKTC4cOH2blz52P3c/z4cbZt2/b4A/qXjBpfdnDgwAH27Nlj6WFkS9u3b+fy5ctpPm/37t2cPXs2E0YkIpI72Vh6ACIiGWnp0qWmPzs7O1OhQgVKly792P3+9NNPXLhwgUaNGj1WP8uWLWPv3r00bdr0scf0Txk1vuxg7ty5RERE8PTTT2dK/35+fkRFRdGwYUOLnJ/e/s6fP8/zzz/P6dOnzcoTEhI4dOgQ169fx83NjXr16pE3b16zNgEBAQwaNIjDhw9jbW2dIeMWEcnNFESJSI7Ss2dP6tatS8mSJQkNDWXbtm106dKFhQsXYmWV/uR7rVq1KFKkSAaONGNl9/FlJz/++CPXr19PdxD0uOent78JEybQv39/PDw8TGWbN29m4MCBWFlZUa1aNW7cuMHp06f54IMPGD58uKldp06dGDt2LIsXL6ZPnz4ZMm4RkdxMQZSI5Divv/46/fr1A2Dv3r00aNCAdu3a0atXLwBOnDjBhQsXKFasGDVr1jT7zfyBAweIj4+natWq7N69m9jYWDp06EDVqlUpWbKk2XUSExPZt28fN2/epGzZslStWjXZWGJiYtixYwdWVlbUrFkzxfH+/fffHD9+HHd3d2rVqoW9vf1D7+1hbf89vvv3Ub16dY4cOUJ4eDh169YlX758yfo8deoU586do0yZMlSpUiVZ/X89r4f5rz5T89wAoqKi/nPsj+onpb/LEiVKcP78eYKDg01Zy6ZNm1KoUKFk10/pWZ84cSLF8+/evcvRo0cBcHV1pUqVKnh5eWXYeG7dusXKlSs5duyYqczPz4/27dszYsQIJk2aZPolwcaNG+nYsSO2trYMHTrU1L5Pnz589dVXCqJERDKAgigRydHq169PwYIFOXLkCM899xw9evTgyJEj1KpVi/Pnz+Po6MjatWtNWZy5c+dy4MABoqOjKVGiBOXKlaNDhw7JpssFBATQpk0b7ty5Q5UqVdi7dy/Nmzdn2bJl2Ngk/dN669YtmjZtSkxMDBUqVODEiRMUL14cBwcH0/g+/fRTPvnkExo2bEhkZCQhISH4+vpStmzZZPfyX23/Pb65c+dy8OBBYmJiKF68OLdv3+b69ets27aNypUrAxAREcELL7zAX3/9Rb169fD396d69eosWrQIgMjIyEc+r397VJ+peW4AZ86coXbt2g8de2r6SenvskmTJly+fJmoqChWr14NQMWKFZMFLQ971mfOnEnx/KtXr5o+3717l127djFu3DjeffddU5+PM57ff/8dT09PKlasaCqbMGECpUqV4sMPPzTLsrZq1YpXX32V9957jwEDBph+3po3b864ceO4c+cOBQoUSPHvT0REUskoIpKDAMZ58+aZPgcFBRnt7OyMn3/+uXHw4MHGVq1aGWNiYoxGo9GYkJBg7N69u7FHjx6m9q+88orR2traePDgQbN+hw0bZmzfvr3p84ABA4w1atQwhoeHG41Go/Hy5ctGNzc341dffWVq079/f2P9+vWNUVFRRqPRaDxx4oTRzs7O6OPjYzQajcb4+Hijg4ODccOGDaZzzp8/bzx27Fiy+3pU23+P75VXXjE6ODgYT5w4YTQajcbExERjy5YtjS+99JKpzcCBA41lypQx3rx501S2evVq059T87z+7VF9pua5pWbsqe0npb/LIUOGGDt16vTQe3jUs37U+Uaj0XjkyBGjvb298ezZs489HqPRaHzjjTeMzZs3TzbGMWPGpNh+27ZtRsC4Y8cOU1lkZKQRMLsvERFJH+3OJyI5zr59+1i6dClz586ldevWeHh48OKLL7Jw4UIqV67MmjVrWLFiBb6+vhQtWpStW7eand+gQQNq1679n9dYtmwZb775Jk5OTgCUKFGC3r17m21ssWLFCoYOHUqePHkAqFy5Mh06dDDVW1lZmaaIJSYmAlCmTJkUp7elpe19jRo1MmVuDAYDTZo0Me3QFh8fz88//8yIESPMsh6dOnUCkjYrSO3zuu9Rfab2uT1q7GnpJzV/l/+WnmcNEB4ezo4dO1ixYgWnT5/Gzc2NQ4cOPfZ4AAIDA82mM4aEhBAdHY23t3eK7e+X37p1y1Tm6OiInZ0dgYGBab6+iIiYUxAlIjmOn58fq1ev5uDBg/To0YMTJ05gZWVFeHg4x44dw9fXl5UrV7Jq1Spu3LhB8+bNzc4vXLjwf/YfHBxMeHg4pUqVMisvXbo0V69eNbWJiIigRIkSZm3+uW7JYDCwaNEi5s6dS8GCBenatSvLly9P8ZppaXufu7u72Wd7e3uio6MBCAoKIioqinLlyqV4blBQUKqf1z/P+a8+U/PcUjP2tPTzqL/LlKTnWa9evRpvb2/eeustFi9ezOrVq4mOjubOnTuPPR4AJycnIiMjTZ/z5s2LwWAgKCgoxfb3A6V/Pse4uDhiY2NxdnZO1xhEROQBrYkSkRznnxtL3BcVFYWVlRUvv/wyL7744n+ebzAY/rPe1dUVW1tbgoODzcqDg4Px9PQEwMXFBRsbG+7evWvW5t+fO3ToQIcOHbhw4QK//fYbgwYN4sqVK4waNSrZddPS9lGcnZ2xsrJ66JdwJyenVD+v1PaZmueWGmnp51F/lw+T1mf95ptv8t5775ntiFeoUCGMRmOGjKdcuXLs2LHD9NnBwYGqVas+9H1ae/bswdbWlmrVqpnKrly5AkD58uXTNQYREXlAmSgRyRUcHR1p1KgRc+fOTfbF1t/fP019WVtbU79+fVatWmUqS0xMZNWqVaZtqm1sbKhfv75pswCA6OhoNmzYYPb5fiBQpkwZ3njjDTp37szevXuTXTMtbVPD0dGRhg0bsmDBArPygIAAU31an9ej+kzNc0uNx+3HycnJlNVKyaOe9b/PNxqN3Llzxyw42bVrF7dv307V/TxqPAA+Pj6cO3fO9CwBhg8fzoYNG5JNrwwKCmLKlCn06dOH/Pnzm8r/+usvihYtarY5hYiIpI8yUSKSa3z11Vc0a9aMpk2b0r17d2JjY/nzzz8pVqwY33zzTZr6mjZtGk2aNMHW1pb69evj6+tLcHAw48aNM7X55JNP8PHxwcbGhpo1a7JgwQLi4+NN9ZGRkdSrV4+OHTtStWpVbty4wfLly5k7d26y66WlbWrNnDmTZs2a0b59e5599ln8/f357bffOHDgAJC+5/WoPlPz3FLjcfp56qmn+Prrr/nqq6/w8PBItqX4o551Suc/++yzDB8+nGvXrhEUFMSXX36Z7IW36R0PQM2aNalduzbLli0zbVver18/jh8/Tvv27XnttdeoWbMmN27cYM6cOVSsWJFZs2aZ9bFs2TJeeeWVVI1JRET+m4IoEclRevTokex9TvdVriBkRJMAAAHSSURBVFyZU6dOMW/ePA4cOICnpyeDBw+mbdu2pjZ169ZNMSvw75fZ1q1bFz8/P+bNm8euXbto1KgRCxcuNNs6ulGjRuzatYv58+dz4sQJhg8fTmJiIufPnwfAw8ODQ4cOMX/+fP766y/y5cvHb7/9lmI25VFtUxrfv++jQoUKtGnTxvS5evXqnDhxgh9++IE9e/ZQrlw5Nm7cmKbn9W+P6jM1zy01Y09vPwBdu3YlIiKC3bt3ExYWlmxL8Uc965TO/+mnn/jmm2/Ys2cP7u7ubNiwgaVLl5plp9I7nvsmTJjA6NGjef31103v6vr888/p2bMnK1euZNOmTezYsQNnZ2c2btxotu352bNnOXDgQLIsoYiIpI/B+O95GiIiIpItjR49mhdeeOGhL24+evQo9evXZ8yYMUycONFUPm/ePBwcHOjZs2dWDVVEJEdTECUiIpKDLF26lLVr1zJt2rR07wYoIiL/TUGUiIiIiIhIGmh3PhERERERkTRQECUiIiIiIpIGCqJERERERETSQEGUiIiIiIhIGiiIEhERERERSQMFUSIiIiIiImmgIEpERERERCQNFESJiIiIiIikgYIoERERERGRNFAQJSIiIiIikgb/A5emaO8u6I2UAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "quarterly = CohortMatrix.from_transactions(orders, period=\"Q\", metric=\"retention\")\n", "print(repr(quarterly))\n", "\n", "fig, ax = plt.subplots(figsize=(9, 6))\n", "quarterly.plot(ax=ax, relative=True)\n", "ax.set_title(\"Online Retail II, quarterly retention rate\")\n", "fig.tight_layout()\n", "\n", "quarterly.to_pandas(relative=True).round(3)" ] }, { "cell_type": "markdown", "id": "cell-29", "metadata": {}, "source": [ "### Where to go next\n", "\n", "`CohortSurvival` answers a similar question with a model behind it: aggregated\n", "BG/NBD `P(alive)` per cohort, which extrapolates past the observation window\n", "capping this matrix. It also carries a cost worth knowing, since a survival curve\n", "is a cross-section across cohorts and not a panel followed forward.\n", "`examples/cdnow_clv.ipynb` covers the modelled half, reproducing the published\n", "Fader-Hardie estimates and composing them into lifetime value." ] } ], "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": "3.13.9" } }, "nbformat": 4, "nbformat_minor": 5 }