From 694c82039d9022d4fe336bde44d70ccf827df1a5 Mon Sep 17 00:00:00 2001
From: Fize Jacques <jacques.fize@cirad.fr>
Date: Mon, 16 Jul 2018 15:54:04 +0200
Subject: [PATCH] ADD STR EXPERIMENTS ON PADIWEB

---
 Experiment100PadiWeb.ipynb    | 890 ++++++++++++++++++++++++++++++++++
 dispersion_bilan_outbreak.pdf | Bin 0 -> 6352 bytes
 dispersion_bilan_outbreak.png | Bin 0 -> 13042 bytes
 is_bilan.csv                  | 102 ++++
 is_bilan.xlsx                 | Bin 0 -> 10976 bytes
 notebook.tex                  | 682 ++++++++++++++++++++++++++
 output_13_1.png               | Bin 0 -> 21411 bytes
 output_15_1.png               | Bin 0 -> 15339 bytes
 output_4_1.png                | Bin 0 -> 8433 bytes
 str_PADI100/0.gexf            |  11 +
 str_PADI100/1.gexf            |   8 +
 str_PADI100/10.gexf           |  22 +
 str_PADI100/100.gexf          |  26 +
 str_PADI100/11.gexf           |   8 +
 str_PADI100/12.gexf           |  66 +++
 str_PADI100/13.gexf           |  47 ++
 str_PADI100/14.gexf           |  48 ++
 str_PADI100/15.gexf           |   8 +
 str_PADI100/16.gexf           |   6 +
 str_PADI100/17.gexf           |   9 +
 str_PADI100/18.gexf           |   9 +
 str_PADI100/19.gexf           | 115 +++++
 str_PADI100/2.gexf            |   8 +
 str_PADI100/20.gexf           |   6 +
 str_PADI100/21.gexf           |  13 +
 str_PADI100/22.gexf           |   8 +
 str_PADI100/23.gexf           |  45 ++
 str_PADI100/24.gexf           | 137 ++++++
 str_PADI100/25.gexf           |   6 +
 str_PADI100/26.gexf           |  10 +
 str_PADI100/27.gexf           |  10 +
 str_PADI100/28.gexf           |  11 +
 str_PADI100/29.gexf           |  96 ++++
 str_PADI100/3.gexf            |   9 +
 str_PADI100/30.gexf           | 129 +++++
 str_PADI100/31.gexf           |  31 ++
 str_PADI100/32.gexf           |  49 ++
 str_PADI100/33.gexf           |  21 +
 str_PADI100/34.gexf           |  28 ++
 str_PADI100/35.gexf           | 181 +++++++
 str_PADI100/36.gexf           |  60 +++
 str_PADI100/37.gexf           |  85 ++++
 str_PADI100/38.gexf           | 156 ++++++
 str_PADI100/39.gexf           | 131 +++++
 str_PADI100/4.gexf            |  22 +
 str_PADI100/40.gexf           |   8 +
 str_PADI100/41.gexf           |  69 +++
 str_PADI100/42.gexf           |  12 +
 str_PADI100/43.gexf           |   9 +
 str_PADI100/44.gexf           |  49 ++
 str_PADI100/45.gexf           |  69 +++
 str_PADI100/46.gexf           | 105 ++++
 str_PADI100/47.gexf           |  32 ++
 str_PADI100/48.gexf           |  11 +
 str_PADI100/49.gexf           |  20 +
 str_PADI100/5.gexf            |  29 ++
 str_PADI100/50.gexf           | 179 +++++++
 str_PADI100/51.gexf           |   9 +
 str_PADI100/52.gexf           | 232 +++++++++
 str_PADI100/53.gexf           |  42 ++
 str_PADI100/54.gexf           |  82 ++++
 str_PADI100/55.gexf           |  78 +++
 str_PADI100/56.gexf           |  46 ++
 str_PADI100/57.gexf           |   8 +
 str_PADI100/58.gexf           |  81 ++++
 str_PADI100/59.gexf           |  21 +
 str_PADI100/6.gexf            |  10 +
 str_PADI100/60.gexf           | 176 +++++++
 str_PADI100/61.gexf           |  26 +
 str_PADI100/62.gexf           |  10 +
 str_PADI100/63.gexf           |  33 ++
 str_PADI100/64.gexf           |  26 +
 str_PADI100/65.gexf           |  40 ++
 str_PADI100/66.gexf           |  97 ++++
 str_PADI100/67.gexf           | 129 +++++
 str_PADI100/68.gexf           |  90 ++++
 str_PADI100/69.gexf           |   9 +
 str_PADI100/7.gexf            |  28 ++
 str_PADI100/70.gexf           |   9 +
 str_PADI100/71.gexf           |   6 +
 str_PADI100/72.gexf           |  20 +
 str_PADI100/73.gexf           |  28 ++
 str_PADI100/74.gexf           |  21 +
 str_PADI100/75.gexf           |  66 +++
 str_PADI100/76.gexf           | 116 +++++
 str_PADI100/77.gexf           |  10 +
 str_PADI100/78.gexf           |  96 ++++
 str_PADI100/79.gexf           |   9 +
 str_PADI100/8.gexf            |  55 +++
 str_PADI100/80.gexf           |   6 +
 str_PADI100/81.gexf           |  42 ++
 str_PADI100/82.gexf           |   6 +
 str_PADI100/83.gexf           | 259 ++++++++++
 str_PADI100/84.gexf           |  98 ++++
 str_PADI100/85.gexf           |  81 ++++
 str_PADI100/86.gexf           |  80 +++
 str_PADI100/87.gexf           |  47 ++
 str_PADI100/88.gexf           | 200 ++++++++
 str_PADI100/89.gexf           |  12 +
 str_PADI100/9.gexf            |  11 +
 str_PADI100/90.gexf           |   9 +
 str_PADI100/91.gexf           |  22 +
 str_PADI100/92.gexf           | 108 +++++
 str_PADI100/93.gexf           |   9 +
 str_PADI100/94.gexf           |  85 ++++
 str_PADI100/95.gexf           |  26 +
 str_PADI100/96.gexf           |   8 +
 str_PADI100/97.gexf           |  29 ++
 str_PADI100/98.gexf           | 141 ++++++
 str_PADI100/99.gexf           |  33 ++
 110 files changed, 6922 insertions(+)
 create mode 100644 Experiment100PadiWeb.ipynb
 create mode 100644 dispersion_bilan_outbreak.pdf
 create mode 100644 dispersion_bilan_outbreak.png
 create mode 100644 is_bilan.csv
 create mode 100644 is_bilan.xlsx
 create mode 100644 notebook.tex
 create mode 100644 output_13_1.png
 create mode 100644 output_15_1.png
 create mode 100644 output_4_1.png
 create mode 100644 str_PADI100/0.gexf
 create mode 100644 str_PADI100/1.gexf
 create mode 100644 str_PADI100/10.gexf
 create mode 100644 str_PADI100/100.gexf
 create mode 100644 str_PADI100/11.gexf
 create mode 100644 str_PADI100/12.gexf
 create mode 100644 str_PADI100/13.gexf
 create mode 100644 str_PADI100/14.gexf
 create mode 100644 str_PADI100/15.gexf
 create mode 100644 str_PADI100/16.gexf
 create mode 100644 str_PADI100/17.gexf
 create mode 100644 str_PADI100/18.gexf
 create mode 100644 str_PADI100/19.gexf
 create mode 100644 str_PADI100/2.gexf
 create mode 100644 str_PADI100/20.gexf
 create mode 100644 str_PADI100/21.gexf
 create mode 100644 str_PADI100/22.gexf
 create mode 100644 str_PADI100/23.gexf
 create mode 100644 str_PADI100/24.gexf
 create mode 100644 str_PADI100/25.gexf
 create mode 100644 str_PADI100/26.gexf
 create mode 100644 str_PADI100/27.gexf
 create mode 100644 str_PADI100/28.gexf
 create mode 100644 str_PADI100/29.gexf
 create mode 100644 str_PADI100/3.gexf
 create mode 100644 str_PADI100/30.gexf
 create mode 100644 str_PADI100/31.gexf
 create mode 100644 str_PADI100/32.gexf
 create mode 100644 str_PADI100/33.gexf
 create mode 100644 str_PADI100/34.gexf
 create mode 100644 str_PADI100/35.gexf
 create mode 100644 str_PADI100/36.gexf
 create mode 100644 str_PADI100/37.gexf
 create mode 100644 str_PADI100/38.gexf
 create mode 100644 str_PADI100/39.gexf
 create mode 100644 str_PADI100/4.gexf
 create mode 100644 str_PADI100/40.gexf
 create mode 100644 str_PADI100/41.gexf
 create mode 100644 str_PADI100/42.gexf
 create mode 100644 str_PADI100/43.gexf
 create mode 100644 str_PADI100/44.gexf
 create mode 100644 str_PADI100/45.gexf
 create mode 100644 str_PADI100/46.gexf
 create mode 100644 str_PADI100/47.gexf
 create mode 100644 str_PADI100/48.gexf
 create mode 100644 str_PADI100/49.gexf
 create mode 100644 str_PADI100/5.gexf
 create mode 100644 str_PADI100/50.gexf
 create mode 100644 str_PADI100/51.gexf
 create mode 100644 str_PADI100/52.gexf
 create mode 100644 str_PADI100/53.gexf
 create mode 100644 str_PADI100/54.gexf
 create mode 100644 str_PADI100/55.gexf
 create mode 100644 str_PADI100/56.gexf
 create mode 100644 str_PADI100/57.gexf
 create mode 100644 str_PADI100/58.gexf
 create mode 100644 str_PADI100/59.gexf
 create mode 100644 str_PADI100/6.gexf
 create mode 100644 str_PADI100/60.gexf
 create mode 100644 str_PADI100/61.gexf
 create mode 100644 str_PADI100/62.gexf
 create mode 100644 str_PADI100/63.gexf
 create mode 100644 str_PADI100/64.gexf
 create mode 100644 str_PADI100/65.gexf
 create mode 100644 str_PADI100/66.gexf
 create mode 100644 str_PADI100/67.gexf
 create mode 100644 str_PADI100/68.gexf
 create mode 100644 str_PADI100/69.gexf
 create mode 100644 str_PADI100/7.gexf
 create mode 100644 str_PADI100/70.gexf
 create mode 100644 str_PADI100/71.gexf
 create mode 100644 str_PADI100/72.gexf
 create mode 100644 str_PADI100/73.gexf
 create mode 100644 str_PADI100/74.gexf
 create mode 100644 str_PADI100/75.gexf
 create mode 100644 str_PADI100/76.gexf
 create mode 100644 str_PADI100/77.gexf
 create mode 100644 str_PADI100/78.gexf
 create mode 100644 str_PADI100/79.gexf
 create mode 100644 str_PADI100/8.gexf
 create mode 100644 str_PADI100/80.gexf
 create mode 100644 str_PADI100/81.gexf
 create mode 100644 str_PADI100/82.gexf
 create mode 100644 str_PADI100/83.gexf
 create mode 100644 str_PADI100/84.gexf
 create mode 100644 str_PADI100/85.gexf
 create mode 100644 str_PADI100/86.gexf
 create mode 100644 str_PADI100/87.gexf
 create mode 100644 str_PADI100/88.gexf
 create mode 100644 str_PADI100/89.gexf
 create mode 100644 str_PADI100/9.gexf
 create mode 100644 str_PADI100/90.gexf
 create mode 100644 str_PADI100/91.gexf
 create mode 100644 str_PADI100/92.gexf
 create mode 100644 str_PADI100/93.gexf
 create mode 100644 str_PADI100/94.gexf
 create mode 100644 str_PADI100/95.gexf
 create mode 100644 str_PADI100/96.gexf
 create mode 100644 str_PADI100/97.gexf
 create mode 100644 str_PADI100/98.gexf
 create mode 100644 str_PADI100/99.gexf

diff --git a/Experiment100PadiWeb.ipynb b/Experiment100PadiWeb.ipynb
new file mode 100644
index 0000000..33318b6
--- /dev/null
+++ b/Experiment100PadiWeb.ipynb
@@ -0,0 +1,890 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:10.843088Z",
+     "start_time": "2018-07-16T13:19:09.478873Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import networkx as nx\n",
+    "import bqplot.pyplot as plt\n",
+    "%matplotlib inline"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:10.860729Z",
+     "start_time": "2018-07-16T13:19:10.845346Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "data_bilan=pd.read_csv(\"is_bilan.csv\",sep=\";\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:10.866942Z",
+     "start_time": "2018-07-16T13:19:10.862464Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "data_bilan[\"IS_BILAN\"]=data_bilan[\"IS_BILAN\"].apply(lambda x: \"BILAN\" if x ==1 else \"EPIDEMIE\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Analyse de la structure des STRs avec un cas d'étude : Bilan/Récapitulatif d'une épidémie\n",
+    "\n",
+    "**La spatialité s'exprime-t-elle de la même manière dans certaines classes ou types de document ?** Dans le domaine de surveillance d'épidémies animales utilisant Google News, les chercheurs ont besoin de différencier un récapitulatif/bilan de la situation concernant une épidémie et la déclaration de celle-ci. Dans cette expérimentation, nous allons essayer de voir si ces deux classes de documents possèdent des caractéristiques spécifiques au travers de la STR.\n",
+    "\n",
+    "\n",
+    "## Définition des deux classes\n",
+    "\n",
+    "À l'aide du corpus de PadiWeb, on selectionne un échantillon de 100 documents que l'on divise en deux classes:\n",
+    "\n",
+    "  * **Bilan**. Un récapitulatif d'un événement terminé ou en cours.\n",
+    "  * **Épidémie**. Son but est d'annoncer le déclenchment d'une épidémie (le point de départ).\n",
+    "\n",
+    "L'effectif de chacune des classes est indiqué ci-dessous."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:10.998510Z",
+     "start_time": "2018-07-16T13:19:10.868556Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x109c1af98>"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<matplotlib.figure.Figure at 0x10214ef60>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "data_bilan.groupby(\"IS_BILAN\").count().plot.pie(\"ID_TEXT\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:11.006615Z",
+     "start_time": "2018-07-16T13:19:11.000324Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "def number_of_edges(x,color=None):\n",
+    "    \"\"\"\n",
+    "    Dedicated function to count edges based on their color\n",
+    "    \"\"\"\n",
+    "    if not color:\n",
+    "        return len(x.number_of_edges())\n",
+    "    edges=list(x.edges(data=True))\n",
+    "    cp=0\n",
+    "    for ed in edges:\n",
+    "        if ed[-1][\"color\"] == color:\n",
+    "            cp+=1\n",
+    "    return cp\n",
+    "\n",
+    "\n",
+    "def flattern(A):\n",
+    "    rt = []\n",
+    "    for i in A:\n",
+    "        if isinstance(i, list):\n",
+    "            rt.extend(flattern(i))\n",
+    "        elif isinstance(i, np.ndarray):\n",
+    "            rt.extend(flattern(i.tolist()))\n",
+    "        else:\n",
+    "            rt.append(i)\n",
+    "    return rt\n",
+    "def most_common(lst):\n",
+    "    if not lst:\n",
+    "        return \"P-PPL\"\n",
+    "    if len(list(set(lst))) >1 and \"P-PPL\" in set(lst):\n",
+    "        lst=[x for x in lst if x != \"PPL\"]\n",
+    "    return max(set(lst), key=lst.count)\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:11.103841Z",
+     "start_time": "2018-07-16T13:19:11.008238Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "import nxpd\n",
+    "nxpd.nxpdParams[\"show\"]=\"ipynb\"\n",
+    "from strpython.helpers.gazeteer_helpers import get_data\n",
+    "def class_graph(g):\n",
+    "    mapping={}\n",
+    "    g2=g.copy()\n",
+    "    for n in g2:\n",
+    "        c=get_data(n)[\"class\"]\n",
+    "        g2.nodes[n][\"label\"]=most_common(c)\n",
+    "    return g2"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Pour faire une comparaison entre les STRs générées dans chaque classe de document, on utilise plusieurs indicateurs :\n",
+    "\n",
+    " * **Granularité** La granularité est définie le niveau dans l'échelle spatiale ($village$ < $ville < pays$) d'une entité. Ici, elle nous indique à quel niveau la spatialité est utilisé pour décrire la situation.\n",
+    " * **Densité** La densité est définie par le nombre d'arêtes moyen pour un noeud dans un graphe. Un graphe d'une STR avec une forte densité, indique une forte cohésion entre les entités spatiales.\n",
+    " * **Ratio $Relation_i/Relation_j$** Dans la STR, chaque entité peut-être reliée à une autre par deux type de relations : inclusion et adjacence. Avec ce ratio, on souhaite savoir combien il existe de $relation_j$ pour une $relation_i$. Par exemple, pour une relation d'inclusion, combien de relations d'adjacence ?\n",
+    " * **Nombre de noeuds(entités spatiales)** Indique si des textes sont fortement spatialisés.\n",
+    "\n",
+    "\n",
+    "### Calcul de la granularité d'une STR\n",
+    "\n",
+    "On récupére les **classes associées** aux différentes **entités de la STR**, puis on récupére **la classe la plus fréquente**. Par exemple:\n",
+    "\n",
+    "$STR_1$ --> France, Montpellier, Clapiers, Caen --> [A-PCLI], [P-PPL, A-ADM4], [A-ADM4], [A-ADM4]\n",
+    "\n",
+    "On a donc pour granularité : **A-ADM4**\n",
+    "\n",
+    "### Calcul de la densité d'une STR\n",
+    "Le calcul de la densité d'une STR (ici son graphe) se calcule à l'aide de la formule suivante : $$\\frac{2\\times|E|}{|V|\\times(|V|-1)}$$\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:12.360291Z",
+     "start_time": "2018-07-16T13:19:11.105857Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "data_bilan[\"GRAPH\"]=data_bilan[\"ID_TEXT\"].apply(lambda x:nx.read_gexf(\"str_PADI100/{0}.gexf\".format(x)))\n",
+    "data_bilan[\"GRAPH_C\"]=data_bilan[\"GRAPH\"].apply(lambda x:class_graph(x))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:12.378025Z",
+     "start_time": "2018-07-16T13:19:12.362254Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "data_bilan[\"DENSITY\"]=data_bilan[\"GRAPH\"].apply(lambda x: (2*x.number_of_edges())/(x.number_of_nodes()*(x.number_of_nodes()-1)) if len(x) >1 else 0)\n",
+    "data_bilan[\"NB_NODE\"]=data_bilan[\"GRAPH\"].apply(lambda x: len(x))\n",
+    "data_bilan[\"NB_ED_ADJ\"]=data_bilan[\"GRAPH\"].apply(lambda x: number_of_edges(x,color=\"green\"))\n",
+    "data_bilan[\"NB_ED_INC\"]=data_bilan[\"GRAPH\"].apply(lambda x: number_of_edges(x,color=\"red\"))\n",
+    "data_bilan[\"R_ADJ_INC\"]=((data_bilan[\"NB_ED_ADJ\"]/2)/data_bilan[\"NB_ED_INC\"]).replace([np.inf, -np.inf], np.nan).fillna(0)\n",
+    "data_bilan[\"R_INC_ADJ\"]=(data_bilan[\"NB_ED_INC\"]/(data_bilan[\"NB_ED_ADJ\"]/2)).replace([np.inf, -np.inf], np.nan).fillna(0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:13.124807Z",
+     "start_time": "2018-07-16T13:19:12.380975Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "data_bilan[\"CLASS\"]=data_bilan[\"GRAPH\"].apply(lambda x: flattern([get_data(n)[\"class\"] for n in list(x.nodes())]))\n",
+    "data_bilan[\"MEAN_LVL\"]=data_bilan[\"CLASS\"].apply(lambda x: most_common(x) if len(x)>0 else \"\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:13.155512Z",
+     "start_time": "2018-07-16T13:19:13.127069Z"
+    },
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ID_TEXT</th>\n",
+       "      <th>IS_BILAN</th>\n",
+       "      <th>MIXED</th>\n",
+       "      <th>GRAPH</th>\n",
+       "      <th>GRAPH_C</th>\n",
+       "      <th>DENSITY</th>\n",
+       "      <th>NB_NODE</th>\n",
+       "      <th>NB_ED_ADJ</th>\n",
+       "      <th>NB_ED_INC</th>\n",
+       "      <th>R_ADJ_INC</th>\n",
+       "      <th>R_INC_ADJ</th>\n",
+       "      <th>CLASS</th>\n",
+       "      <th>MEAN_LVL</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0</td>\n",
+       "      <td>BILAN</td>\n",
+       "      <td>0</td>\n",
+       "      <td>(GD4103071, GD4468122, GD95073, GD791183)</td>\n",
+       "      <td>(GD4103071, GD4468122, GD95073, GD791183)</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>[P-PPLA, P-PPL, P-PPLA, A-ADM1, P-PPLA]</td>\n",
+       "      <td>P-PPLA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1</td>\n",
+       "      <td>EPIDEMIE</td>\n",
+       "      <td>0</td>\n",
+       "      <td>(GD1685421)</td>\n",
+       "      <td>(GD1685421)</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>[P-PPL]</td>\n",
+       "      <td>P-PPL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2</td>\n",
+       "      <td>BILAN</td>\n",
+       "      <td>1</td>\n",
+       "      <td>(GD2032795)</td>\n",
+       "      <td>(GD2032795)</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>[A-PCLI]</td>\n",
+       "      <td>A-PCLI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>3</td>\n",
+       "      <td>BILAN</td>\n",
+       "      <td>0</td>\n",
+       "      <td>(GD1626932, GD3274230)</td>\n",
+       "      <td>(GD1626932, GD3274230)</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>[A-PCLI, P-PPL]</td>\n",
+       "      <td>P-PPL</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>4</td>\n",
+       "      <td>EPIDEMIE</td>\n",
+       "      <td>0</td>\n",
+       "      <td>(GD639917, GD3789919, GD1316637, GD2055944)</td>\n",
+       "      <td>(GD639917, GD3789919, GD1316637, GD2055944)</td>\n",
+       "      <td>0.166667</td>\n",
+       "      <td>4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>[A-PCLI, A-ADM1, P-PPLA, P-PPLC, A-PCLI, A-PCLI]</td>\n",
+       "      <td>A-PCLI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>5</td>\n",
+       "      <td>EPIDEMIE</td>\n",
+       "      <td>1</td>\n",
+       "      <td>(GD639917, GD3995806, GD3789919, GD1316637, GD...</td>\n",
+       "      <td>(GD639917, GD3995806, GD3789919, GD1316637, GD...</td>\n",
+       "      <td>0.200000</td>\n",
+       "      <td>5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>[A-PCLI, P-PPL, A-ADM1, P-PPLA, P-PPLC, A-PCLI...</td>\n",
+       "      <td>A-PCLI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>6</td>\n",
+       "      <td>EPIDEMIE</td>\n",
+       "      <td>0</td>\n",
+       "      <td>(GD639917, GD3789919, GD2055944)</td>\n",
+       "      <td>(GD639917, GD3789919, GD2055944)</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>[A-PCLI, A-ADM1, P-PPLA, P-PPLC, A-PCLI]</td>\n",
+       "      <td>A-PCLI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>7</td>\n",
+       "      <td>BILAN</td>\n",
+       "      <td>0</td>\n",
+       "      <td>(GD5526704, GD976842, GD1316637, GD2055944)</td>\n",
+       "      <td>(GD5526704, GD976842, GD1316637, GD2055944)</td>\n",
+       "      <td>0.333333</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>[A-PCLI, A-PCLI, A-PCLI, A-PCLI]</td>\n",
+       "      <td>A-PCLI</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>8</td>\n",
+       "      <td>BILAN</td>\n",
+       "      <td>0</td>\n",
+       "      <td>(GD2908705, GD1404948, GD9642903, GD3995806, G...</td>\n",
+       "      <td>(GD2908705, GD1404948, GD9642903, GD3995806, G...</td>\n",
+       "      <td>0.285714</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>[A-ADM1, P-PPL, P-PPL, P-PPL, A-ADM1, A-ADM1, ...</td>\n",
+       "      <td>A-ADM1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   ID_TEXT  IS_BILAN  MIXED  \\\n",
+       "0        0     BILAN      0   \n",
+       "1        1  EPIDEMIE      0   \n",
+       "2        2     BILAN      1   \n",
+       "3        3     BILAN      0   \n",
+       "4        4  EPIDEMIE      0   \n",
+       "5        5  EPIDEMIE      1   \n",
+       "6        6  EPIDEMIE      0   \n",
+       "7        7     BILAN      0   \n",
+       "8        8     BILAN      0   \n",
+       "\n",
+       "                                               GRAPH  \\\n",
+       "0          (GD4103071, GD4468122, GD95073, GD791183)   \n",
+       "1                                        (GD1685421)   \n",
+       "2                                        (GD2032795)   \n",
+       "3                             (GD1626932, GD3274230)   \n",
+       "4        (GD639917, GD3789919, GD1316637, GD2055944)   \n",
+       "5  (GD639917, GD3995806, GD3789919, GD1316637, GD...   \n",
+       "6                   (GD639917, GD3789919, GD2055944)   \n",
+       "7        (GD5526704, GD976842, GD1316637, GD2055944)   \n",
+       "8  (GD2908705, GD1404948, GD9642903, GD3995806, G...   \n",
+       "\n",
+       "                                             GRAPH_C   DENSITY  NB_NODE  \\\n",
+       "0          (GD4103071, GD4468122, GD95073, GD791183)  0.000000        4   \n",
+       "1                                        (GD1685421)  0.000000        1   \n",
+       "2                                        (GD2032795)  0.000000        1   \n",
+       "3                             (GD1626932, GD3274230)  0.000000        2   \n",
+       "4        (GD639917, GD3789919, GD1316637, GD2055944)  0.166667        4   \n",
+       "5  (GD639917, GD3995806, GD3789919, GD1316637, GD...  0.200000        5   \n",
+       "6                   (GD639917, GD3789919, GD2055944)  0.000000        3   \n",
+       "7        (GD5526704, GD976842, GD1316637, GD2055944)  0.333333        4   \n",
+       "8  (GD2908705, GD1404948, GD9642903, GD3995806, G...  0.285714        7   \n",
+       "\n",
+       "   NB_ED_ADJ  NB_ED_INC  R_ADJ_INC  R_INC_ADJ  \\\n",
+       "0          0          0        0.0        0.0   \n",
+       "1          0          0        0.0        0.0   \n",
+       "2          0          0        0.0        0.0   \n",
+       "3          0          0        0.0        0.0   \n",
+       "4          0          1        0.0        0.0   \n",
+       "5          0          2        0.0        0.0   \n",
+       "6          0          0        0.0        0.0   \n",
+       "7          2          0        0.0        0.0   \n",
+       "8          4          2        1.0        1.0   \n",
+       "\n",
+       "                                               CLASS MEAN_LVL  \n",
+       "0            [P-PPLA, P-PPL, P-PPLA, A-ADM1, P-PPLA]   P-PPLA  \n",
+       "1                                            [P-PPL]    P-PPL  \n",
+       "2                                           [A-PCLI]   A-PCLI  \n",
+       "3                                    [A-PCLI, P-PPL]    P-PPL  \n",
+       "4   [A-PCLI, A-ADM1, P-PPLA, P-PPLC, A-PCLI, A-PCLI]   A-PCLI  \n",
+       "5  [A-PCLI, P-PPL, A-ADM1, P-PPLA, P-PPLC, A-PCLI...   A-PCLI  \n",
+       "6           [A-PCLI, A-ADM1, P-PPLA, P-PPLC, A-PCLI]   A-PCLI  \n",
+       "7                   [A-PCLI, A-PCLI, A-PCLI, A-PCLI]   A-PCLI  \n",
+       "8  [A-ADM1, P-PPL, P-PPL, P-PPL, A-ADM1, A-ADM1, ...   A-ADM1  "
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_bilan.head(9)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Résultats\n",
+    "\n",
+    "### Granularité sur les documents de classe **BILAN**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:13.367470Z",
+     "start_time": "2018-07-16T13:19:13.158508Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x10a1db828>"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<matplotlib.figure.Figure at 0x104a11ac8>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "data_bilan[data_bilan[\"IS_BILAN\"] == \"BILAN\"].groupby(\"MEAN_LVL\").count().plot.pie(\"ID_TEXT\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Granularité sur les documents de classe **EPIDEMIE**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:13.528700Z",
+     "start_time": "2018-07-16T13:19:13.369629Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x10a2c9ba8>"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<matplotlib.figure.Figure at 0x10a2d4fd0>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "data_bilan[data_bilan[\"IS_BILAN\"] == \"EPIDEMIE\"].groupby(\"MEAN_LVL\").count().plot.pie(\"ID_TEXT\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Valeurs moyennes obtenues pour chaque indicateur"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:13.545917Z",
+     "start_time": "2018-07-16T13:19:13.530312Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ID_TEXT</th>\n",
+       "      <th>MIXED</th>\n",
+       "      <th>DENSITY</th>\n",
+       "      <th>NB_NODE</th>\n",
+       "      <th>NB_ED_ADJ</th>\n",
+       "      <th>NB_ED_INC</th>\n",
+       "      <th>R_ADJ_INC</th>\n",
+       "      <th>R_INC_ADJ</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>IS_BILAN</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>BILAN</th>\n",
+       "      <td>51.588235</td>\n",
+       "      <td>0.014706</td>\n",
+       "      <td>0.293545</td>\n",
+       "      <td>6.455882</td>\n",
+       "      <td>4.117647</td>\n",
+       "      <td>2.705882</td>\n",
+       "      <td>0.559194</td>\n",
+       "      <td>1.049048</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>EPIDEMIE</th>\n",
+       "      <td>46.727273</td>\n",
+       "      <td>0.030303</td>\n",
+       "      <td>0.379501</td>\n",
+       "      <td>4.636364</td>\n",
+       "      <td>2.969697</td>\n",
+       "      <td>1.303030</td>\n",
+       "      <td>0.398990</td>\n",
+       "      <td>0.240657</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "            ID_TEXT     MIXED   DENSITY   NB_NODE  NB_ED_ADJ  NB_ED_INC  \\\n",
+       "IS_BILAN                                                                  \n",
+       "BILAN     51.588235  0.014706  0.293545  6.455882   4.117647   2.705882   \n",
+       "EPIDEMIE  46.727273  0.030303  0.379501  4.636364   2.969697   1.303030   \n",
+       "\n",
+       "          R_ADJ_INC  R_INC_ADJ  \n",
+       "IS_BILAN                        \n",
+       "BILAN      0.559194   1.049048  \n",
+       "EPIDEMIE   0.398990   0.240657  "
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_bilan.groupby(\"IS_BILAN\").mean()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Analyse des résultats\n",
+    "\n",
+    "\n",
+    "### Granularité\n",
+    "\n",
+    "En regardant les deux camemberts ci-dessus, on remarque que la granularité observé dans les STRs différe selon le type de texte. Les textes de classe **épidémie** sont généralement plus \"haut\" dans la hiérarchie spatiale, de part la forte présence de classe telles que: A-PCLI ($\\approx$Pays), A-ADM1(premier découpage administratif d'un pays *equiv* région en France, état aux Etats-Unis, *etc.*). Ceux de la classe **BILAN**, ont une granularité un peu plus fine avec un spectre de classe plus étendue : T-ISL (ile), S-BLDG (batiment).\n",
+    "\n",
+    "En se basant sur la classification proposé, on conclue que les documents de type **bilan** sont plus \"fin\" spatialement que ceux de la classe **épidémie**. \n",
+    "\n",
+    "### Densité/ Nombre de noeuds/ Nombre d'arrêtes\n",
+    "\n",
+    "Malheuresement la densité moyenne ne permet de faire aucune conclusion.\n",
+    "\n",
+    "On observe que le nombre de noeuds dans les documents de classes Bilan est plus élevé. Ce qui indique que le nombre d'entités spatiales dans ces documents est plus élevés. Ce qui semble tout à fait normal car contrairement à une déclaration d'épidémie, le bilan fait un récapitulatif de la propagation d'une maladie sur un laps de temps et une spatialité (souvent) plus importante.\n",
+    "\n",
+    "Pour le nombre de relations d'ajacence et d'inclusion, on observe un même rapport de \"force\" : Il y a plus d'arêtes d'inclusion que d'arêtes d'adjacence.\n",
+    "\n",
+    "### Ratio Adjacence/Inclusion VS Inclusion/Adjacence\n",
+    "\n",
+    "| CLASSE   | ADJ/INC  | INC/ADJ  |\n",
+    "|----------|----------|----------|\n",
+    "| BILAN    | 0.559194 | 1.04905  |\n",
+    "| EPIDEMIE | 0.39899  | 0.240657 |\n",
+    "\n",
+    "On reprend les résultats concernat les rapports ADJ/INC (combien de relations d'inclusion pour une relation d'adjacence ?) et INC/ADJ (le contraire de ADJ/INC). A partir de ces résultats, on observe que les rapports sont inversés ! Pour les documents de classe EPIDEMIE, on va favoriser plus les relations d'inclusion, contrairement aux documents de classe BILAN qui favorisent les relations d'adjacences.\n",
+    "\n",
+    "Est-ce que parce que les relations d'inclusions sont favorisés (ratio ADJ/INC élevé), on se retrouve sur des zones limitées, donc plus local ? Ca rentre bien dans le cadre de la classe épidémie.\n",
+    "\n",
+    "Est-ce qu'un ratio élevé INC/ADJ traduit une information concernant la dispertion d'une maladie ? \n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:32:14.236322Z",
+     "start_time": "2018-07-16T13:32:14.233834Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "from ipywidgets import interact, interactive, fixed, interact_manual\n",
+    "import ipywidgets as widgets"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:13.645466Z",
+     "start_time": "2018-07-16T13:19:13.554626Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "479f1072f38a4a5991a18cb3f381a035",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "interactive(children=(IntSlider(value=0, description='x'), Output()), _dom_classes=('widget-interact',))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from nxpd import draw\n",
+    "\n",
+    "def f(x):\n",
+    "    global data_bilan\n",
+    "    return draw(data_bilan[data_bilan[\"IS_BILAN\"]==\"BILAN\"].iloc[x][\"GRAPH_C\"],show=\"ipynb\")\n",
+    "interact(f, x=widgets.IntSlider(min=0,max=100,step=1));"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:19:33.768901Z",
+     "start_time": "2018-07-16T13:19:33.762369Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "dd=data_bilan.groupby(\"IS_BILAN\").mean()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2018-07-16T13:27:13.438513Z",
+     "start_time": "2018-07-16T13:27:13.433856Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "|:---------|---------:|---------:|\n",
+      "| BILAN    | 0.559194 | 1.04905  |\n",
+      "| EPIDEMIE | 0.39899  | 0.240657 |\n"
+     ]
+    }
+   ],
+   "source": [
+    "from tabulate import tabulate\n",
+    "print(tabulate(dd[[\"R_ADJ_INC\",  \"R_INC_ADJ\"]],tablefmt=\"pipe\"))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.6.5"
+  },
+  "toc": {
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": "block",
+   "toc_window_display": false
+  },
+  "varInspector": {
+   "cols": {
+    "lenName": 16,
+    "lenType": 16,
+    "lenVar": 40
+   },
+   "kernels_config": {
+    "python": {
+     "delete_cmd_postfix": "",
+     "delete_cmd_prefix": "del ",
+     "library": "var_list.py",
+     "varRefreshCmd": "print(var_dic_list())"
+    },
+    "r": {
+     "delete_cmd_postfix": ") ",
+     "delete_cmd_prefix": "rm(",
+     "library": "var_list.r",
+     "varRefreshCmd": "cat(var_dic_list()) "
+    }
+   },
+   "types_to_exclude": [
+    "module",
+    "function",
+    "builtin_function_or_method",
+    "instance",
+    "_Feature"
+   ],
+   "window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/dispersion_bilan_outbreak.pdf b/dispersion_bilan_outbreak.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..fdeef7f62c8be67c400c1367f92aac08a3dad137
GIT binary patch
literal 6352
zcmb_h2Ut_d_6IwWqF@8t&=gi6x8$Y(qL2WhfJhS;*(D?wh(N+7K@mj|6<xqy@gb}Q
zZ0`xW76e@dJ6N!nRaXVXXJc1X?EYtNh{VAAuiyJ#_|7-?o;!2S@0>YvX3k(AB=T{_
zT{tZJf8GW=D_A(dfFfoZ%iSHYLuV$_fGrfO#fgeIzz!0}(JDZ|4#B{~gGI}ws3Tuz
zfR9411|-vg9WgOx8ZA)+p61m%RqY$17OQE%(J+F<YBjBt0}8#e*dg&^sZ1URxNTpR
z3P}j929Z#$$Ol59Q`La&mjoerwY9>w)(=GKz`-#n;A;aAZiHS*Lv$MW>|k1@NKs0l
zJqSP4A3#fGVlPE1)QBXI81BO5!-nsIbD;vZ5Sj+ZtAIe$-&d(fNe1m+(!8@nAXKGT
zu1ZGQBs1YS$Pv-gWfD5r*9+nVY)`pd0p&z~1sh4#qV}idaq4)0qp1i6Y#&)7bQEk8
zq4z|zL?NY-y(+bm7ALV%3yQ;Q<+k4a?p&XI#e6{M^Gdn1#bQhEF2}2T+s%(i<;=5*
z>zeyEJ#b(BbT@q7Ae()`>9hZ6y|VkDNB><#-(4N)Ui75&74O66po71iYT4fBZegzZ
zfpJ5YHf;{(njX5`_{P_9c<r6hw?FN;5^=*;SW$oCL1Srs@yfWIioADCXFq(ZshEAH
zq8}~|IbY*)E~QsZWi-A%yHeKw@-^@5$i|mzghu-pUGDdnGSu46JbZbYgU!X0W&KL4
zuVtIe@EBV8MqSXun!7YvL=D-RY;*Eb-+81}@r=>-ydlE1D=MrO7(RRCV`F(DL3pe%
z-SgbK_-j>G=iW#E5dB=T=9Jf?nnSi5jq*ZLLQCQcoVv~pi(4|~<3?kjk$!onA1to3
z-ehlc<B^3_wlRCxG+(DwYlEeC%|}a4E;P@6y~uTkf0D!0tJ8vd4?A;u@WniLQ37^y
ziMX|fYqfs&&8~IHBU*Fr?;j>SYRaFv&LK<5Ing6%!YLwVUDXPy9CPRkOg2Qm+4l3E
ziYY_?d|hQbZRv;szox~W#8(DQjd93+b=Ih2WAJZv^{Mj+_SD8R{%2Wz-ZxksH1V=p
zWf(i>ZGEsj{LiU_Br_fyU4rd<dOl*v;A2@8X(>+JygK7e+$M2)%tc&YI8>eF5!|ap
zAh>6Ec}T!m<8xM*j{exKo5k+oK?%}ldEIxmS{k&-{cd<fFEcC30YNc!hqH!laPDy^
z<wcl*<ip+U=~1cfXL1ABm0enHoLc1fZ+cOB^v&dgy?eHm`qsWRb1N6@3?rn=^IUyD
z&2O?1=JLm84}1OU`K)eRDn9o*bN}7YH6i^2+!hq9^BL6S-dr^B>a7fiKiq$NpMK;$
z{W<B*n5%a_xw1y|@Tsquo_&7NlI+!~r<@<>HXo}uYaMgvWxp=YA+~iU<->EMt^1`-
zb)PY2%x}Mcd{ge`_Q#zkPn(^7O;9-hDBAD8AS*9xRBcq?f=2;S|Cqd-o;UZbAx>W3
zPK<JDNpsFl22s!7vfk$Q<<2_UXRU>kha4;$P_SOiv$P4!POy)=mmJn&d7{wTa<gzQ
zZ@)#P^L5VTZBd(ksN46Vo;vipJYfI%2M?XhR?5tNY-xP?_Q)JhT=b-1c&ovV)LZs<
zGM7%q=C>Ft<|W=Mt#EPpko1seoMCzH$hZejij4MRsZWCM)-;q1yuGKY&++RP2k%|C
z-Ccg~cYfrD470`+AFe%f&gj~(@5&OC4%?PwTViC^FIv+AjH6AKFqd>#=Y0O(uW>4`
z(&Q-COEjybyzd)+X6w(v%Rm0!C(@;S)+LK3!O_zmX1<S(J4=Q4OH%y=8$Bj*zE`;J
zAE!EUNJ<Xu|B<|%zTnxzOex2&!TMsOvT=%In#bB(gXeUD8D(p|JVa1}zXv!v*iU&3
zGp>B!e|DD{e$9ScM>c)F-sR<$wS6Qx2E9sV<ksALBO5hkPQxh|w+S`}X7@~5`95by
z&n@z-v-YR#Coh^((=>ir#NJi;5k=cgYc5dR!roL*JnQej(5~-<(|)6K%I5sgv-Oub
zhqtsuN<VCt%)1o1!oT|ltLLjXuewndT4dEQjB{sIcv1dzx~J1(p0s#G%DY#W>w8YX
zirMBDJr^A>YEUk8>h0L`uj#w)j!m6h39g2WGIJBHU%LEmaQB@8(r|*$WmDVeq-*Oy
zSeHZI3BC3Xc<^FD;3yjp0Z)wugcUA0T^4*lV%CLtlYtf4hb|?jt@!El+u?^s-M!vC
z{8me>v=d+I?u^=;&c(jLm&+!Y9|Ok1)&eizqi-?_)fMBPANiNbhQzW#^IslKkFnW2
zU}RS5@r6B#kJ<g1*nj>k>}Fr({Dy7;*?Z>M{bXX&qqw?6lHYu$B<0fhe;&Fx=jIGf
z>;`p?v-iU3)}NbR+1%cI&+3V#yIC}T`qud3r}^0Tbjhw4+aB#3e);}rGttfyjjwv_
z`tz1AZ@a^H6CQsO&EVYlwEV#PVSfzIr}=iB7~09^#ruYs2{;FX8W?x0D|B@4a__Up
zq#b1$g9qDqNyhv;(6!36|Lq55gW_kDfB#qUq;=_!^UYTTsYZ(;NPE}$TYh|3iyd2c
z<MjUK1L4mH-W@!|vLh@)_axBff6h0+BKL5@u%NQN2Ikpo9<m<#tYJB3PaW&AXmxFO
zi(129jWanBGE;wV)5%r_#UkT|P892&q1qIG%NimnYO+RgNr}%_is^WnX>4QWlmREl
z_84bbAU4=iwO$pSrYyf?u>F3Y?>m8jjyZbkn9uu$&|6a37v>q^tdi(%Ek@bt%IyUo
zf6p8vs}s5gmK$-6FI;?9eSR*_^SL*>%tevOvd*=$eEa(RiA~}8CrV4aAJ6Cb74RlK
z3d|kf)V2PlX{tv>%Fwh<;Gr|39y}iP_wcC2yAiyu2wttB#p^T0)$b1&y@}s4aLDO~
zhgF4p)MWupJzq9$325<}v}^}fr;bhkDZarp+;rd%@#9N#9$oNk?wS91;QCG=p<}5Y
zB%J#Vn7o&|nRm4|7S0OXXq%aFbS8IY&f$!~wQhb^PI>lYHjQ$9U2{w#sX3XjclXHZ
z0ndY7O}1{&E6v#&7xhc6m<Ul!JvTLaN7-q4;O=*WW^a7)^x^!{u);yrYyFK(u+?q{
z7ruHosbI})yUN~Kk5?_Osm6RSwT|@<_{Y`-b3ZI)&z$BNl>cyX!kX2-3H?JjaqGT|
z?49*$?k}#z@48<8?7#K!nA<N$XLe#OI(6$=%jNw21dt>r6bq`Ox|qjikN7G?nYD4&
z|7@m{BqYRcjo~sbLCw3|$MP4$<Q}37D+9-g{Q^6|@n7zT&Wm@W{jl4tiB-Ms^~{6&
z;fePLs&1HMxE>y6W;-Hz7_a!^$kCUEc<=oA!lu%ybysZ8)Rn4^+tc=W%7fLF#gmM>
zdvc9F4BGXG{CqP1;HYM^<p&3gJHgk<en=7D;3o<Tf_~Z;T1OGwFpTQ9$K;%U|6t>T
z_nuDeWnouztb2%&c<vTepYK#~4Tr8Z8`@Dft{ah>QjDpu*j{24t$7mB)5PH^A+X*+
zkd!L5FkY;LGt2fDw>=XS#bTq*B3dO;%97OzCBWM%w2+h-HB;ds;Ur)Oij!cS)Gkvq
z&`VPkIpY|C17{AG1UOH?0XRXDs4haX1H@{jjH#SlFbpL>`1j>0ip55#f?z?X0(e`s
z=Pie23@Z293n(p%#TLn8V`)@A!Rjm$pf%_T*j@mZV{8#%djlTC>IZmSXeM9>K-_>2
zO%4Kl7{H+b9j79I0FFwLOKGJ_qEONxiUlhs_GFn<9S=e1m#~aOw5y@r(>g9=%+&V}
zG(J%rrvfDLO`h^pNl*bQAmAQ^M57mHf`n!W#mVDnSzNptU@Ufo_7NHh3vZdkQy!N{
zqe%@>(@EjzAwZnUm;z^#L+IAN+N=+~hGG8;V*R&rNSqHiFcvuQz{4l`fJ<^&0ty2>
zI8_8p^`rpS*pMiQ6MaYhNiMEwNgnF|{}D_3orHZ6AsJetNF3l8asZ47E*}aK@Bxnp
z-$?>cP&p3~T*iceVnKo-#sw4wg}~tEabRD#RdO--j9T=aganWCJUAZ76z~PG)$mZu
z7(?<{s6`-<QHZ!Ou+Ufv8m^H6`$E0UGs%ID;4?(Q(-L|X@E~5u=i&r3P@|Uv^-^%<
zkpeW111Q+?p|eoS5P|w}87H6?>1QSlIS^uij%6X86dc1iMGFqKO#C2C9Q1-A7a`cl
zG}J<3<^`$K5Q}P?voE4F4-lY61OY9E!zhFbBG-n2cDl4JoHCXc2qS^R!;#qxd=v*?
z<fC55CMK9*K%w_9QV=K%V=>>_1PHhSpd}OtnixQF@HH{MhH-&nLWh`mKrx{uCRW;F
z0>y(aAzaKml!0PHOUQCAM!`9RSWyggLIOUV6BHLPCF+tkCbTVb3Y>Qq)1qe`V&+=&
z9rgJ_C@#>fqBaU`EGV}zsaKoiJONXQ!rLV;n9gBNflnd;-N`(81Dv_#LTQ#cMZ>TD
z0M0S<H2@Gy0%gI(3#Xgm1p%V%S}zp9sb_c*fIz!D9IKOv35~M$>qFg>pbwmPjhOcD
zx|^UUuDf4+xlm*aJ)s`9L=1404B4K<f9!_qb|e2|H_QcYB2XS`;gwxG8l7WPJ5%Qj
z)6Ud6IJ7gh`MG`9)7+`DC&;8|uVXGRgEiNUDR6sW>}i`nLbse0!n;4Tl{+Mf)yatp
zb)qZ=5H6St;RNE<>SR|oyZwWULK)}CV#5tsnj(Q0iMnHwrLiDJEJ=Vm9N|8Mq{<X>
z5xS;z5V;Z<&c}E-2LC7=AB7PkF>ItG+Dh9nr7G!I7EI^@7EHHoKbTD^7<;kc3lD`F
z`T@C?M{!_^(dQ9xm3833?Lwc&LE(pfy7D+Mj`Vr(K&!{YFnF5K=aB*!*k6yu2&@AZ
zoP_C7uOA2FbkITaJK=HQYS$Y}VFDN<U+cxu4x-OPSwf%3?<kMJ(F*@s9zk$B_?{qP
z7Sr#C(z`y7%j?*WkCyq@I!KJ$!8Q_ynN`0ZNp;{+6h{ZMS}B$#(n{uE4<WKN8pai1
n2P+h49WZ&sPadlP%sOEH0ijZhm1-sgDXxHI+1q<h^kMxUT1^e?

literal 0
HcmV?d00001

diff --git a/dispersion_bilan_outbreak.png b/dispersion_bilan_outbreak.png
new file mode 100644
index 0000000000000000000000000000000000000000..0f44713661474d643fc521d9a40422baa286c723
GIT binary patch
literal 13042
zcmeIZcTiNp*DX3k$vF*3R>?UJISmMsB#Pu9NX|J52$GQ?C{aKVB<Gw21`!E@2uMa?
z$T>*5J-_d}_3Bl<diU>J^;uFJ&*{@=_wL=h*IvDRqphhzh)0VDfj|f!t13N(K+p=o
z&lenQaL26=!3=(3dMZ5D!vTMSaBO10zj57EpLs$c#FnTZv{KoUmk<aO<gt>xo?rIv
zyuY8WcPI9NnEITTD^e2+kHXl8!bDEF8;j;^&+aR9V^ZF4rR<)hj7mA5<JtR|R>e72
z)2LGD<w@Zt$;vYn#aK2e#c~{Jdx0NBhi?ie3K~`4KDx|JZO_{n!q7<dT%ek0>PlU_
zq)(V~Xm}M9qnd00gOHMv4#&jAe65KGH}3z><^RzS$YKnVl>2f0uUcDSNSZY!Mn=X>
zFL0&VBgk^})Z5z|@#Dwqeyfy3g$fcXs@K1N8`%rfBH1f?!D9u3a!P7mlQ7K^#WtVa
z{Hdduj#;A$13g1SR#{m_2njVcTXw0p5nRa(VIx@3+Dhv@*QhKf7v^=}Be|<f7QzHt
zjgOC)$=D2<N5`}$&p2U2F8=+)V=MU8dNQmO9Ngjd_Ln7;)L)>XYg8`x*cBnj!ouRt
z&C0?;Hi%20G|9dkrQtHah@4iLJ-tXvqu_p4TXeW8>O8yjZ@X%+-T!#3&DRw|7+vwJ
z$~<YjP^IbOF#W;9hs=_abTczEF-b|TM=d=O_pGnZc8zMRum%$8=lt$^qws6omKCyP
zf@dqMBHpheVq)}cFAkQQ-ImdLO`5}ao;S)>O|R~??Ym5gcHNvkpZxV}rRN@_5*!YX
zOA??V$dnFj++xFHrv%}r*FQQ+TvJmMlaQdi*cmL~x&CBrZ7n}PzkAvFQ*rU~ax~*W
zBrbWi-=URJ#jh7h{+k8S+6D%%&lf|xL=KU7z<EW+>FMc4jZRQ9a&i#f%VVOPoSfA!
zMrh+1Wf^=I{MpLN%Bq29UnJq<;`V%bR+s$#eJr?V@TkPx8cLc{=JcnTR9;>l2M<rd
z&5d8w>35iZxq(D`?ALGUT;s*+)F+$c7_b~7>%l~2V`JmEq#T$xCjmAF6}QpYd%kev
zZs2r%sGtpwppZ~XR@R%2!1I;Lw!PjMQdYP1@6hPRcNrP44_61pLZm{j{k}YJA}TH}
z9%0zt*odB-)Vn^d3RSkWEa)@G5E(@EgiAo6WM#zy2IJmGD8|IYL#VH>Pt@_w^WwmA
zXTFVkRQ68lBtRPcb!kODnw*@p=#Qo3k+HkJI8;?t?ar3)G`=bxvqd?^fi?l#xPnSV
zM8ro{40IHMO{idCV6bY>B_u=+`njego_g6}{5?mKdcX6Ex5P`5bW{kKAV8ad7#_xe
zq@|@T?KUmKZEYXI6KK8rH*D<eScQb@hJte>eFr9r)l+~cbEN}CFaH!hPUUx9kg~D0
zEzru78EF*rSX2Gux0+y7Z%=AvWtDxPkIFlGw#Vxu3GdW#h=|}G9)iEVJc|I~Wqv5}
zvqa0)XK}W{QAbZNGH}16X=bC<3;D{dBY+v$?b>l_5H}aJnjpsSwj?*$iQ@pbc7CZK
zP3m7iJ8KM#Dg<-GPeU-_UP>wTck%5$l$10@JOc#78!*BD|Cg(H1WKapRTV1kw)C-O
z@$6+^6y5c~)t0ugY4mIW{?-$!$t*e-syIpmE(_(pJQ)}d`i&RP$xqhbT1nmJF7jR1
zP^U3g(XV06{213KFeG2PD&}wuj+}D`v;?m#+0-aX7b{&{AN-2aZ#FWBTPcH0X7TWj
z=8r>C<U?YJk6oLit_qz?(GHi<Hff+SnknI94kEmx@(;poi{v;sIE-p-9<L5M&(`;x
zPMatBAFmhq?k_-S4LHrZLZsnI4D&04hHul-B6oJ2Q1c@r(>b((P0SF#JJ)0lLW4%q
z$7%HjpPKh8Sh&(JqE>)8ze5`-?)^w#S>wa<>imK|fp7h+LQX!46pIpWvo73~k=T_)
zWNIBTF3pQMKleI6&;+NoAB(kn`VHTzY!uA(x#(`y_sZzIe+}+K)s}tL{>LvKJa`~%
zHjP+ZWCW|D_otR@0*CG=2t-g&@L;EIRMf1Tos|_MN&1W??DbT$qJqL$gQH>meF?Ik
zpEMNhH$%G^4d=wd25#>DiC{vc15Ub^`=V2Fa}z-X4h+g(?bP|5&DedAx|?4AkrPL4
z=GRlXpFUe1PvHRaj;fZ{J;>VMzm{h^GtF0fZSH3~&!U?yLEwIDY@{NVxnM$Bu@c88
z8W`VW(Y-TM=YDr{-ZwZnxE#!(Ts$86y{;HI1XDJbNB)H-hg#Wov9(0er-k@0*-vdu
z4fKo&$Cz12q*oQ)6$eFWeoLU|6u!dLZC&_Vm7sooeNB6p3s%8UDqCS~Eg2LF^;>zv
zhS~`PtOx3wJCc)0?o0X*fQ<kw`ri$X)TjZRoOtd0X(0zWslk5{GFE9SSyWOY#!)C8
zc*exXM;sm=Zg}&L_ivYpo7;hYUWpGkYt+&4v7(a`H-t%4luF3%$Jc!M2yJccu+mcY
z=*BFNU!oa9Xqx7I=xz_9Wi7zE8nb`TaE3~j2gs7Vm7DX$!O73M&u_e&KaAT9<m&eS
z4iIK+)1q4T3&G-MXs4*|$Frdpjo*_Qfe}Mu2n8(UHgE`b?uUoJNdXZ`t%)>w*ClF9
zcK`mLi%SX5b&J!jsf&x%q$(pgZNjI+Lw9%g&0iICAW1|qNCzxkZsZLDgY1tx(JcNn
zyZarFh^3^aM)>T`qCu$m%;Mcw2bLp<Wtz99ef>jRdj+3{fBUA!{k)Oj&6_s>oVeN3
zQBqPG)x97*+nbMDTeH#A*SDN&bfyusQB56;ii|`JP*p>tzc5M0;is#|1aI2Z(stqH
zf5xOqRnYo_oBpw$nLp33{n7q^H!YAbB2qLkab&(;aRU{mAD7C{D<9WmN1&aao+Z34
zEG!go`6JG4)=u-H4hqZJC07Rti{I%tKiDlX>+DA1-rgbx6~<9uJ<aLC7rwRK8kQjj
z66i=NC?fOonK19&v+jFMXw=|9S#LaeJ7iF4@`l&6HD4u(VGQX7R^JX~m5qe=mL3fO
zHn&lAzKHoNb=&nctA+JKnohTS*xzqx`6^{2s}k1&gGn3Kp6G}e1o=`W@y$escy@mE
zEEhc7Jwz`(-4XyZz&mdid^+_aNhs?H0)glTxzqh>w`r~;59K61z5LQr#9pvgwm2z>
z!)oISqc$HNnD1VEXYkc*{bH7oo#@<Pqx0O(k1EmoP>#uDX2k=rOQS<#<Khl~NbXyF
zjUl}NH^vGS@3l4kzjiGGT45Xzz&QB$jz>nava&^=KCOH%$?Z+ml9_4c`})Qsw*2sr
zuj??6^UK@BLN&^UM_(56;`TMyn7!?V35rExaHg1lYgN6^3P6qGC0O;Vi*`S<-^|q6
z_1O#ePES({z4&gQ-EEPiZX0}Auv5N!^)`i7#p+uc$L|{Jd#Ip!L(Vqaz6ce1A*|`v
zyf&ShAVoT?T7Zs$k&>DD`@+2|<c5TnHWuIlM$h%{HIC1ti5UkLIsy+t>|3vY&q_G|
zF!JJyQO(ExUZ`w{)cR;%5(s1_X6Byds=@|NhwU0<H`bRqV6+x>+^FC211iV9^QH+s
ztO|Gpe<-5~EB!a@t`O(z*<!|ZG&HoBxH!kN&eDp+`x38`lan7s4^%botAkDX(UZ(D
zLo<J@!1KNSf2Z5d3$8XcMH*KJ!rZLsWA?&h4h^NBKi6EfynOkRM%bR@_Hr~-v?UZd
zQLL)2?pPCFZ_I<r5Fm|d*?85jZlHfzco)G(Y#uqj_Rlk@J*VG6+1)#b^V_CF_F<nC
zz=y-{_y#w}3+ZKqW!zVkzURp@S`Wm_`}z5mANgTqq$ofW;2<}mLDbaL4$kIWQAw&0
zp3u7DSzA{J(8|nO=Z_poYt;8OG?Yhkr9T9@OcXuN6mw;$t*sp^(aL)<M<?O&z@_~V
z&TU+eBOoB4c~KVf9PDn4V0EqJ%v@Yr6%U`QY<XQeu99__B_R;1(T#Qu#wqXKO^Y`G
zH_ZF(HcX@DX4*V-emU58`xjwUR1_$Zs=2h3m6hv)F)=Zj9z6J3xm!vIW>nO5A-=g;
z973oootm0j18^JxgVaUrXqHTHK;6}^O4GQHA6fnYj4&cIjRI#|Q~1D_e%lpI#(&o7
zT-(FLG48?6lz*4z_r??l{;-(I6=E+d^F(&4-tdMxo1k{eLX{*~eaF$!(LkR+Gc&WQ
znp!VNC9xnZMYte==evlV>38NKP`<8fkJPJAPqJQ}F9eS6Ie&gLQ1**Mq$oh;_*=@E
zhN#RCED6RC>sfwbL4Pa!fOg!uDjdG=czjF{K>tzknq+H#^&n7S&7`5B0Tc=F!9;pX
zeww0H@px8NkG8&z;ln1rM9bmvASAm@iE%2_F0OpJWSW`tH}NtW_d^e&4APbnWH0CS
z?r>hsVYmN}SY3(2p?J@SQwY9k(X^-eeD&N99k4(v6SHSLx1E3OzRdU%J<>A!Fo-{u
z#e?9fkPnF>6=23rOhZ_5vwCC!;L%=pikYz|(TAL2s9bRBX?g2FVX!qOIvK_k@sE1u
z;kgww<!9D+Dw`cxLRYBweM)#LC`Afq1B5gw4Vb?!MKo(;TnG8p$kh@K$7DO453#h@
zE|ZLsKW%<pSZvU|HPUu88=yy{5kqjK>{X2hOXn6Tf>XuW-S@VDrsz`W(FoZ6v<!Od
zZwAAg$uAms6>BUstM^Wkkz~Rx>ls@eI)YE&WAhh0ot{pd!=_+73DcY@2W3-JdOSS5
z{3(a!?ee{SzEPo%1~nkHody%Fhxky~ifpyp=QM3i4BXQ?BUY@Izt?@rN*&5b--{k3
zuI5pz?s!lWk8rf5Hn3b*xp!ddQ{zS9kt|;#-`qvDw-rqi!JtLB`)aPOCB&b@HUB3v
ze|lTm3Y&E}=6-F^{<H5hUYXOxEYSqpq!AK@fnaX-w}>BA0mR>yrZ@GU9{ZQ$CUjK)
zg3le4=t%SbGal_SAU35Rj&V90IYhs9_oh1Hil5LyM8t1G<HQ&?6G(DDtW6ogz4YO!
z&|^`?KCpyL2BJ+qDk?!1puY40^@Qn(3JON>lMk9}hAT+QEB7^p7B7k;w~zpy+aN9C
z_>O`OFAB15!H-<C9&0SQrddP!6o?9jO<%(G_&r<<L)QaNZdQkJ*{0m?#ZGbTN=G%a
zx7HDdKbp74I5<^dcrCcYG4D%13t11$ayv=6$;0scTbN{}Z_i|d`M;=q0sg_rAQgd`
z8%GQ=?(}JGT;7s!L>OSSd-?iG`FN@z+1ISNS<xXup{+DpAr}~UT-!y3BqBnG>xr4t
zwRH6+Y6$C^c$~Z!IfIObb_G9npyhXO?P$k^s9Y0~!*2)~Vr|#{X6#Bwypxgn`UbBE
z?*<mRx|npL;+Nk_ja9sE1UK8sac1LpJr+RHDES}(B#s}fREds}17B9+X5|w(uVXc;
zze)2VV2M`3zO<St`jAXP$4wuV9cjB}%T2{)c74HQ5cH0fKB`oo1wFVXNDzNWw>rLE
zHD~D6hJl?G`6x3BagV~$ebAX@qmh934DrP^o7ul`DRrfMz6^~{(xDpW37t~P`Uy0|
z=@$d87hguKNK;fe%gXwi&(Bxv8MJ;G2xX*DU;KQXSG_lA0_^1NQ+O(ykrMsk?oxnz
zCKwLGP8l}kEZXVi1Xe>bQtmykzj?5*5TF1a%u(o1F+aSKq|iTd`0CInc%(gip4<Ot
zG*NAk$)in3dCD(nNM>>}tGF<k-U!ZMe_SB-{q`asj8`B_qS)`n-w>nbAL$O&@lxNH
zkN;+N!crYaQl_tt4wSDif94fgCntcnib^M9!2BtS5Nna3K{9q^B0_h?Ip`ytx&@C&
zPG8{XULUBeW&BcAVSbv{l1KlyjFl7hgfBP<XEBF2BT>Fc+<@yK)Uo#9xE~M6enJQO
zWD2$uH3%7v(t1;g!pCef*JvP$y(n7IGg7_<2ey-ViqfZmH~m22!+%_eF(I%C3Utm4
zbF(-*gT3f1-HjNh+QV)vo1O3A13VVc&uLQ*{U=k;*elCY6BUX$LoY{3ul*X8VAwZ!
z!>Yx%4XYHL(mL$)5vtx>BL-3pJ1S`h)Dp^;(9dH%p0=5H{iqNr^X~jY_0z!i)jLmJ
zB4CK#bQZt!-;l`<mn<v}3G}kmOMM-7#nxkdz?9<>LfK`CcL+9**y%e@Oo{%f2>~2#
zR{a^TC3J&*NjCZjgtgvOmH;qb%A^DW_H1C<s@fkV-s)`|QsQY2$gt|e+gc>ff2sr$
z{|5|}se=H&&a=fGj3-G+sjP8InXo0<7P*1d&3ANgKV|sPEr&ZJrMIJP_kkv*+u8jT
z$?tPP6rj>V(wM!mEwU)V<2?K!YDN=}Fy(a6@UuSF`R@lPR0vB|1_5JuxjE=*(xwSM
zULZ5{y?;+vc|stjJ#lK*%|n7ssF`|LH9Y>2(7N;btf$gbqHM0dRz}ZaYd^}26m;7i
zsf0fhw7^eh&bQQq+PZcbiOV8Ja6Da5--fzKGlL;-o3fYpcll(${jVp-KN?fnt3)0T
zGO<A7e6rW{T*WM*9I9ZK$=HGM&_~3C=$P6KbagFnB0zlN9VJyI^&vk0QHrhg8ii6E
zmsRrum&DX5PZ@Raslc#FZ}3!9_IkiA-^QG!spoGfwj$>3v<LK$O=E3~Aixt}=0-hf
zW75hd>=kBzI3Z~m62N_RpPcntStY!8H9~ZM8}8G$fQT^C$bmBMNwWeQDnGXWij2=G
z0mB6Dt)9B_(EesUu2h!XDMZ(BYLebVX#{@-lEFmhUw3<!2KLXDg98}UMb>@~GE(wK
zWdANZxi^3nRofRG=w~#KYTUd>nexwOJ#9tXCCiH-sZWs1gT09WtT^Cn1loOi3C3Yn
z1Z`!bT#<2}P40%UE1NYGw^Zm^HS=~m=*dG{17M;XH%-`U6-y}Y#TG(2%?&1&Qg*1F
z<5?4r`Q@*xo>G}_Z9d+jEw%dK0Sz~+*l<;8|5+Y>ku^yQxsz0P-|mlIL65pq+4Wwh
z<*h$Txl475{?!MkI~1VpDl?2_R7czLYwivUa8bDJ8eD}pZPhQN81?aw8YT<~4kNhB
z$zQM`k;Wi~L>a%W7WlGRKwHKQRR9~5`>C{ys7>og+Z4deKM%UvsqVGpQl_Y^d};k<
z4Q&}RR5`NztD1{o4ZbC}n`)pMMrioOBqBW1^`=)LNkR2^!w5o$t?$46KWc+HZ6PsV
zt>_c<h@c<Dw-A1Y8UcQ=XEs-PJvM09NI(28QBH~XY<1=-Dv?>2g6;^<a#yTkm2xY8
z*!1|8TpIgQ3?uquITHXk@(@hupRj#8iA38qtE(Srswzw@VwdaU!w4O2R_eJyOUaaJ
z@%M&_AJq!I2=uL>Ex*r8BmlumW#HJSgk8%xjEHjB9=SkDX+^RgJ&N`_Dpxdu^VZ)v
zacqs4utXw0RL9>3#uhOCIJjY9aqYuOp)br7oCTG|lSipu1SKn>YApMy=9Wq!$`xJ&
zQ#wzegit}u{{CE%w@dn_Z`#R;r)IPSY;8`fx49;>xW#q#P|E=GzLX&^y}UPtE*z3S
zZePSIKJvL&%`7$(p?*lxadR?(#(O@Y&d1Eev?Rt@XVHT$R{Sz2kMD?tKBWof5zfjQ
z$Wazg#2|%ZZobGBVy3}bvP#WW#7dHqjBhIf0&A(<aI%L@SyvBQVcx|6h~No<>=khp
zKo<{NVR@)KjtK~A!(tuSKQ&GXZ`JgVUfu^(a9v%0cDD_2e_9IL$S0vJ9`WHUFC{ac
zXj>cV{xqF{0GNWJV(78J>FKG9+D{l(Iy_T6H4#x>6TgG<NUbe?`~VkUN2lwej7i{b
zgUge(=4%gLX05edzsw&pu^fep(L@CR)L&d5kAC=LZf>6RtnP*7Qg?Xs-;C#x6EhoD
z67SHNk9;H^a<c}qe~RzC+LL?&3Q|yW^rms>YCn7SCiv>Cz;&_Hs53|cFwv0!TWi5S
zX&iBhg9-HsTKo;Z!V2mLz>V%KbkIrq?kP=InhF5o?@!S2h`8SY(_Z_rCNf5JcmolG
z*iN5*ul?LLBe8%M7>D9xmR46IYHI}nPrkDL!4>Z2R_(>zX0jFtSHjG1htsE4rpbYs
zY%mt^-7`7aUt|R4^j{ut2mtm{>U2`~;$}ZI>H0bdd|>tHPze)a%gy?M<5N5~0Zmxw
z^(rHvB{Wur_dn~FuyAqVgPM4Ap+geT0}ttcJ_7zH?G~(!w))1-%#0RIMBiJgQ~3VR
z;%8kpr@2N#zRn94hR|#G0<SZUipo^5K=4589IJ2kf4`;MgPJ%l@29=6-(Jf`b?9A)
zSc%7ziXj&I@ED5x_6%DauKu*~sReSutS9Uo9PYaBe=QTxvY?06I%K3&fCvN>j0WE4
z=S?o+foD#ugP^dY;kO7=5^e)095|3~4o@aX^%MncPqw3;j^;?-OC37-kfiewmWpMP
zkr)H%wEIuU@Jza8y)h<NQC6DFU-*8W<Xl`P_!NWTBkM=?@0{ZA3n^k-Cd%Q3^2*9s
zfB*-`NSKz8lZ#8oY{8A^QazM2rzW=xmsAG>KWS#}$$z{&-rzX>h|xS`C`KKt*bC0^
ziS?s-<}<jc?h~l<e5*d}m9CqfCgdRLD<gmV3M-Q4!55h&7f5iCb?GasZ=2t<glL3b
z5P(@NDy)w+8*Ex`H%)VuhEwr`H-6HF;o%+&q(4^CChWgn3)-m})He8Z8!Fyma2ZWD
z)IjC+dxYg9wsDRZ`jqw)=;!78EYC08Y}Te$2;qO;b^##95%pS@*r~X5KaKVgyGcTo
zna<)<k2<lrVEhD~8`dBXvWg_syWa!hkmR>-J*Lj%e^or+_#~Woc)ncy=eajtY5ytp
zlzSGr2f1P?s-+$j>)yS-#YJ-%yqqSee#~CH{0ChJw2Sh6wi=SA=m9E{%HkISwt19P
zRMZFUDHGrrpj0W__UlX$drVXY-^X_>woaa?j(7T$DJCwpeDhHqJ&1DZa1GmaAQ&s*
zGk}#Ggu{pzV1;O9Y1{(@a_0moBB2t$Lg~ogw(H$vP&fRyYfobh1DqdMnRO(mrmprX
zCC1?yoWE(a$@3r2Q?y<$UjK}BYdL`nLSiu0rEOQVjUn{k$;-)Uu47|nZq|JPrgnlH
zPgwxw)cR9WMks^?j~<NoU?XwX9=R%A-=oE^T7PT^f)_fBz!DccB2r{k8{_o_sq`sl
z9;92=1QrG0sR`42+cnBtvPLvot}1h7Ly})+u<$Z)Ka7=i)Yn&!*~+sk8GM22m;C>8
z|6FY>z<x=hgf$u8&Blg$Dr5YkavTXcIV*jkvU|bpLB6LS(vTs3L~#;pw3+5Xi#AAz
zXWHK<T_Dv)+$d74)qC3w3<aFRdF}irC6+pX07_=eCLKkQ8u24tkI$zHoJ(ar)cxU|
zZ0~KCC{2d2rJmSP_s7SBfCh_?;mLbp+?JM>&8c$gfRoK|K({hIe24||RF#)f+XMK$
z$0|(JsxJeHmi;BcY|$R@=a>QqeFNW4q?fF=9i}3H3Kk7*bl(1RjAxLhWehq%WAI-i
zEr>irlF>)*%2KNiGO>NAG-ss`pL`XK-1(T9G9F9G#qap*%L`>p2*|Mg_<ZeQw!;~?
z4?Lf|qe+aH8kuy|WPNZK2%-oZjZ|t7p$W1b#yuhnz<(QFUxTBj<n;8v14<QreO|d6
z90$GrHif?z!2GHR*y@>>Tz{xr1*E3-)2Az-O)3pNH+^{a=G|<boLoUb2$aPVoEZj!
zB=`M=(8)ipuBhUlNDINwc7)a1p^Uk%Ys|v5T#vF0fY~C;2!u;)R<{M<ciz55m+i_3
z4Wmndi?KO$@CwKys<h2r92|Ulb!d3+gV=E(n^u8^Z-H$9j6bE^Y*(L02+512WPF{&
z7F%Sk&2?d4k*VFMLpsyLMq>Z-87vCb7O?eTD>c0%%GN0K3Dp$GTs&q2Ma}!KXPEV|
z{`ZtbK(;%d_g&OyEF8B#7+2Ynxau&EcC!}_yJxC1Uw*Ou-LKlC1%x79r}-KQ*!1j6
zH%ucrrN*dpSTNjc^VMK@5=#w{+!t%PC>wvC86z>viZTV&w6xwOE|Gz9v@TwcUE6g)
z+V(zW3I>@=hGxE+R5jA-MzTI7QI04xubQ~^+wp{es&nrw#xm{%hu#|iTW-k2-^e@n
z20x)O_^v}Lk-zE;+#d%Xfa8L(M`MOC>={e>UIzQ}76gw(7=yHbBm_bhgVF-nuJLE2
z(EUm7R`hlt-8PJ#!}BvEl_*_h0(SKSh*dB&4puoFe|G;>qk*&|)7w`{kI;I)wg0Q9
zt&aa=q3R*br&x);d*dj;6biuL({fEIrD<9K8DsFy6!RQ=i>$}=+x<s~?Bo9eqbn{#
zbjrbdYl$vWdL=fd=#Flt3{@*?L`S#~7;(C0fdhCG`u@B1kXmE@?)2E?@tTc?_R4OU
zYnT_FK0u0(&l{P+p};#(!EI8SMCDRX)~z#hXrGUR@g@OOnyp{*<k-3^Y(S5TK4MbM
z71BzSs#y>KdTlL~B%b2XxEsUs8o4ooVSj$MQ4nTc?S(f5x*Z?MVI_fnRZrm>GB1>g
z7<kGD-u^NtJ%KBQK8#2>f$_l4ok5Qw0;L)pWFE5VVD3I0W4(o|mK=Z*PAoA0PGo{~
zle#L(HFCfK)RzvwUh*%Edg9~&sQdy{^qb?NO0d_{bPW2D7k@@UM9rE?f`l|^0mW^;
zgC!;w-AG)J+jnpG=yGB9LmqdfYAy>H!O=q&n|Ok}OulG-+sq95nti7R>^5DDM$1X^
z!b|EABqJeRi|%<WwW0b=9c{aaHF@i0*fv8t(Xx&aT!CS8P|=%gpg%|DYZN{3{Vr@C
zyB^7&(_2^_ANgmT=k+iKuHS-hg%{=#=FQV0a=-f-DI_@t5rZz8$%)JQj|TIUH~Xbg
zFQONQueBBHq8jAah}El9%k$CqIX?MWnUN@$yEJ>4-Moa(%_=V+5+LQJ2-1X^rE!}s
z4(Ejqur_A_^5>)oSo>9wEJKhVEr6%QzwIsDx}V&@Ofx$hye&s!*V~E?>Z>{a(D)sC
zHu}E8j<H+uYkXo*1UCHK3J)IzUN+)p#mWqFWJBUGsF&0*6}v=v5gcJkGeUYL|NH4C
zlra`9hXqtwMTTUF-BoLuARMI$-G)6Un5AfkRhd66PJumt@bIVcfwqW>@*3t4Yxt%O
zk^)unkxaAI_aqmwgW|?kvls0mE$3~beC|>P5<~#Qu&R76V=e(9+b;>_{2#9ZxiZuT
znY5Dq*xWQ^!Rw&nW}077aMNNm!~F#{)4Cx27wd`go3QaxqU__613YksmK9=WXlC{?
zT_O0%g(*@Hs5x*0lF+OI)&A=-l7uuyV7e(avB2S2GKko8N*QEZADFBKB5s1C9UIix
zxh);|*TG&B0(u<Zni!g>-LdH<dNj1qEwB5>OhF|~LGRRE^xVIKLWO&?nr`;J0;+@X
z@$URP5KH=?frz&oOO>xpiC+Y1)0(HAk|w{G=n^$|PA^!H6yFvNqu=fA@zN{mFF2j^
z2oC@Yi+tRJ!yMUwdtt!&bPGaM5&kS+G+<bhEC1rkQ8E1Tv|IWPQhz<Z>2jUOWwIqL
zZF#UP`*W%t1v^?%u){}8!<hz}GIv;#-P@3a(=F8Go03>yKO{f38Egs4ou_T0IbqCo
zMY?`G87X+z`xQCK_lL!FtJX%EtMUb=K-O=dJN503PJLZe9j_->^>gL)DlmdN(s{3S
zOzlCQIUr3Y_hxbB2IYa9z$8EX*NERY+4E*XfWpq~WMeFI8<oAW`XRm}DVoctfQ32Q
zp*I~XF$KZVPeWq%`bSG1>LXY4LEU*(Tras<DaW_#{T!XlG5>jdW`g*!uE>rVJpr>h
zQW;3G83NWF2vu*G66Q*JV1Vi%iJ0(5%v}#L5UL_^TiEe_iZHC3SGGk8cR#!6;b*a_
ziOgGkmUQ_w#=s6^<W2a!pAvzZ^1zPM*^UmtelyW4ex28eiW#{9pz!ld%yjss%LK=!
zAYgy+2oHK*2?Td|w4QUxZx@8?g9iFZS79L>pn)Oi!bi6R=Q~XXH+^5le?Uo81+cTC
zmz-A9<zYYIss5x!NLqU>HcklqSy#q*cf))SN!X2n3}aS;;WmWXuA!NAb%_O-lXKGd
z{e3jB!Nl$Q4$R0yLjHgBOt&y3lNS~@E3w7F__8_qKUU7)TCiAk>5}It<lu0CFE@Hs
ztUKmv0rijht&KsYv3bwD!|pcqwqX7x=Ei<1NP&~bx32|Rl#jpXnV4<0o-JPtZ{|)2
zn5+>0N}nKAO<1|Y=n7SVVa)(bEE#qdiBes6+3EW}zwi=I4C@8_ovO3K92#*2B&hv3
zNUFgS>Yx9tYy0(8W!$^OWeVB^%B1NkfZ!Zf=`f}0$#7ybG!;axp#Dq=@Cg6&^MRas
zYk=Elhv^f0wS)A4>)tGM6~tIcA161IfM)C+nsH5xom3c-Dyk~(nMuE5-5Z7hqI$m>
z6fU41p4g<u#w=MAFO`{R7Jbf$Op@W0zK5KOR6O9321MqhLLtW9o!Ho4P2>X<!y1hb
zG#RTkbYmiqRAI5E*WNFrv|FBlj}Gv$HTc|hc#(LJ3?uL(@BOnvu8Ms$r90(*Co9H`
z|L>>{jFV^23~~bH%6VlBc8iBr3Is-{T^N8b*M@!5$J*AQ(H{UPWwTO3?(WS5M`=1B
zsf(O5Wev2TVSDc1%-D~raAoBT{pA5Z&&9r&53*SLIU$e01<f7_B8a(e&mWy^lkn0P
zE0cDfHkW4#ZEkYb%Mhkgx@2<aM51`>D21EggXLARm0!Fm6FToNpGS9$8K8jT!(&`~
z@ubpejETpHH=sXMmZ(>$8jQ)Unb4u_|2Ji+jb`{fe{qSCNU9cX(<9o8%tH`x)5lYe
zhi84$%RM2}sw!xZ_L&g2`i6&Kq@Q1{h7HPK%$oA$M4HH1HyBq;Fsm;7@6&>~vAfr2
zw++AdBnfG)qn<#XHX<s!n;Yc(?g1~efC3k?M65`5ScQ8-x>iCxbJy$GSQk@jYpMcC
zZLE%wx~~GC{5nd_#s6|hCYz_yXHKRK``41^?$5EwHrKo&Y+8%4J2XWzOdyftU$eRo
z)gd>vepR#l`GY`y>J^od>6j0GT+I6;T+CZLT#y^%5bAC=N<4yDJQv3$(KUcxe79HP
ztNKtzK$b9JW^>{uIX03FV*L(7K)NV3na&-wodBuB+e_<vTbCGmkT>t#=yfLFGo=&r
z9Bho#rrMZx5*2Xt0ytLzXWK_a>lqT>ZDNt>*81~5$BedeT1}raR}k}`C|fKE%MCB4
zbO6zk(^J<*i`$LCgDO|eo@aN~jSnjodRw%z>ja)w0pA4gV>n-dK$YiatsVYB9tG%l
za_ZsdzV^F~F=RG+vKR?dJ4H4{YB!AcUf*CH=#2i=K!_N@ZJOSe!KCiS(SrOhKK9N1
zp7G~c@s#zn;(VIk&Ayb|6kfDE@mQ7F2)<T5wYag=Fq)WOKihd8^jd{-c|O)IAMI}2
zzqqn5Jn$9`Q(2vj8Osu?Q%<2zd-zU6rP?L5a%6O7j)PEOqp6vnlH;j10sjhN{$K~_
zG8}YC(WXgdbv797R+hgd#^`JQM20F&di#@J5dm$!IiA}_9vY};X`ZrYkV<HPGZWvY
zoUf8|n%(xb^%t3p<O|9l+Fk!-$AA5LiUq$VZ2r{cMfMb^tt95bX=VG#5Oa`cd-c!_
z`Rw}2)CyGLGos?UFT8*c?S^61U(tpf99VvzR^eMo7)@OM-4E12#9kMY3cP!in##Pz
zV!|eP*BMATIXa|p5eqoA<cRB!ZII1YT<+l$INkA_a7XCZ2LQy<?JN|Y+&J-4H42P}
z;Z&si{0_U*6i1KR?B=kD?EUK*cSSo4(wySH<k&+C-j?VjS^k5U7RCmB#Jq}`UMvn3
zUnRpi=D=3)+*Ao@tiZ|qh)Z9zST@Cn<m53wb2&Lkz}e0l<v1!48CjrQvb40+km)?}
z%h8NJIB-J=+fc{l&z@zOUUdfDaT!)RWptnfANIna1hqf9h{C594ZN*#t?IfBDDQO5
zRa&pjUF*1h6(%nfMwf?q#)oy*j**s|uBqHOu@$~o7>*VSS*h~e`UF%9i6<u~kIpYI
zFGX&pMMNl5*|bmsJd}p%E4daEH#Y$|;D6~J2oA2reRgO-&8nuZUgJ2;i<0pnk;vaI
zo@}#?H~Y(9%XjG@KvEYC<VNxIl8uL*|KIwe4IaR}K||!b0g@TDK_`9zIlL(%A9p>(
zzuZThg$tKZla3wq$%=|L4)I7ywI3e$^z@+Qnn0uobQKXm>$0?(B-^=i2FM^QYim+!
z>S&kw*5$)N#=%O{HWcHxkr%p98H~~0?7mtZeB}cKp27=FK+zdbCq@)-GZk9Zm3DXZ
zf#=~mj}iQVdby+DsO8agxAg}AdC>^(o^!(O11)|#cAxZhn|g+gITn$N2+|OgRyDbD
zlx=R>qk5qebqbqtT4d<}`UDzLC$J$uLx+@BRt}Wum-7Q%L|daG&uV#YT45i=Vn=Z4
zb8vUJU0A*mQfc9FAr@?rNGh4=$*`07gN==UeUItHT$F&gDs`^Bs&jV7{ZT3|kkg=u
zN0+V}pSJVV?Ckj1SUd_!%9)ORph{r@@d5N*j?<OO8$WW!o2s1Ob!JL<zNiZZq~FNi
zb#ClFH04Oi3wtksvUydj`wfrWy5Q1pJ4hAIwsFd1xy9(P1#6{GcEo^k1~N>SR3O&5
z+;34s$-IDA%~F_ld3!q!2wyCK8pdaTV*=AE0d9TV$p;0x43s*7Ued?naHZcTA@;@h
z%y1x?dvxAEI5?N`r>-VmwWS`Gzimp`^qy>KOhs<pgX#Pp(k8c0_Wq{7?AW>G;rZ@=
zNof4~N6r6PGLVpjH8(duvb9QLRY?S@3``)R6y3i<2|IAfA1$RDn)LutO-;y6z=v}>
zDD>q|nRX!Ko$Qgl-yHI^uVTq=X|sf|u=o!n#Bq3gX`B*M3Eear?J;W@Zy%(i%8TWL
z_-eF&NQg`ZpLrq>94l@w2`ZDbX@0%FJQe`fzev5009?e=ywXa!NyhN!cQ|@f5Ls83
z=A1uxlXquj%Vu1yfqmYQZ{Z+FDO=34$L*EO%*;}+fbs^+1O03+Pz-<@tCM^4ZN94w
z(`JhH_V#thfjcw4O)m4=Mn*AVVUV^XAeIuIQvs`7K|x_>HW8qalvXTdv}q0d=Ba7)
z8A;k$<Vlm<@@QC-S@$R(roAu5*x$<6WO(~bIh$qwrBG>pbpG(+!)2hoA#$#2Z*M<z
zGgDQ?dHeS5!DeBS)olIC5xnk&VDpfeQ3D_(5i|?A{QKx!BTEo#zvDc2e(p%ggeXSJ
z&|4t6j#|8}WZ5UAYeVxDjw5k>8?Jq*bzk22Jf*}x=2o%{Qh(yqnu6pXduY52=y-|f
zQG;l@6<&f@n1g6Kj|roG?!A6}g!`uL-*F5@ysgs0h!vVzEnV#AC3bB$0)#AjS}vNy
zaOG`~;rJHaCqtD-A{1JBM|@3{?Z%w`4>Cx{(<i6VDXGK0#mOm~^;HNGmp1>dKJp9J
z=qoMjY+TmT-3{Frg3^8Z<QNQ@=M!TL?PkkgUZ)%5SLA1>!b!ZG%Bzu+!(3XLv}F;o
z`j6PQv+uEz(h4|nQhJbRtMosY{}=e-mQntE?}W33*B<<*706>{O{Gc&i&y^(4tA_~

literal 0
HcmV?d00001

diff --git a/is_bilan.csv b/is_bilan.csv
new file mode 100644
index 0000000..b7ac7f6
--- /dev/null
+++ b/is_bilan.csv
@@ -0,0 +1,102 @@
+ID_TEXT;IS_BILAN;MIXED
+0;1;0
+1;0;0
+2;1;1
+3;1;0
+4;0;0
+5;0;1
+6;0;0
+7;1;0
+8;1;0
+9;0;0
+10;0;0
+11;0;0
+12;0;0
+13;1;0
+14;1;0
+15;1;0
+16;1;0
+17;0;0
+18;0;0
+19;1;0
+20;1;0
+21;1;0
+22;1;0
+23;0;0
+24;1;0
+25;0;0
+26;0;0
+27;1;0
+28;1;0
+29;1;0
+30;1;0
+31;1;0
+32;1;0
+33;0;0
+34;0;0
+35;1;0
+36;1;0
+37;1;0
+38;1;0
+39;1;0
+40;1;0
+41;1;0
+42;0;0
+43;1;0
+44;1;0
+45;1;0
+46;1;0
+47;1;0
+48;1;0
+49;0;0
+50;1;0
+51;1;0
+52;1;0
+53;1;0
+54;1;0
+55;0;0
+56;1;0
+57;1;0
+58;1;0
+59;0;0
+60;1;0
+61;0;0
+62;0;0
+63;1;0
+64;1;0
+65;0;0
+66;0;0
+67;0;0
+68;0;0
+69;1;0
+70;1;0
+71;1;0
+72;1;0
+73;0;0
+74;0;0
+75;1;0
+76;1;0
+77;1;0
+78;1;0
+79;1;0
+80;1;0
+81;1;0
+82;1;0
+83;0;0
+84;1;0
+85;1;0
+86;1;0
+87;1;0
+88;1;0
+89;1;0
+90;1;0
+91;1;0
+92;0;0
+93;1;0
+94;1;0
+95;1;0
+96;0;0
+97;0;0
+98;1;0
+99;0;0
+100;0;0
\ No newline at end of file
diff --git a/is_bilan.xlsx b/is_bilan.xlsx
new file mode 100644
index 0000000000000000000000000000000000000000..41ef835a35c62e86af66119458c1eec12d4281ac
GIT binary patch
literal 10976
zcmeHtg<F)(_xI8zjkLf@N_Q_Iogzp{cQ?|FfOLa&gS2!kptwj1f`D`>NG{zW@1oCR
zKJQ=f``&Z0_chF%GiT2EoSAda85IQtL;?UZ02KfL00G&|whlIM000gW0Duobh1ZdA
zuy-}HcQttA>1gJn$Le8cOO=lZ&yWj%hxPy8^M6<a6-k}S5cXT4JF;yO$xPODPGYE)
zGe)m*={P8;XtqgNl=At>W@bK{o7{g<aeuSuA=$<Ct7bR4Iz5wG7R0fk6kFXWEo2SB
zB50ZE&cNzrwi$7V`Wt=>+8Kn}sl#*Y+F9?{QMD{76)_{Cjxn{N(uPaITGOSvmXd`N
zFF)z`HfX`Ux)Z(K?8+My?P<$1>AH`aJo)@N2)cF<NE0BQGKd{msoD4RL|OqiJjtQ*
zd?kVM4tl>Lhn7t&-_uTy5()4@QzyqxvOIo$kS*}O4=$$BZq`x`YlUd04$-QVAcLN|
z6<U9vlEiI>VH6y6n}EsZcPpi+>#x3ue9j4qFEJBlm-X(TnT6o4`y)JfKY*K{7z^xf
zha+#@lB<8;LI^jebBmiK7~yhkdnxWsucs0Vrz5U%>*{5x15u}EAsW`Mf4~l|U7gE=
z`#AZbqj7FL7k%-?*Prkuyk9Y>+?f}ivlwNA!Rz`O0ig1mk2a{YQy;=w6k#ri0rOD<
zXER$DHrAWp|M}+sVTb%>>J<q}55D{6WmxaY_*@*$eFb-MSupUCUx3^!c0+Ul4cXi)
zdUBjcq`?R>{_TF3{WEjI(Hp(M<4@cbk$40`)Q#?yp{eIiPf!@?oKvKoDweu%-Nui`
zkJDu2JsI5EV;RevU*swDEl^93?n&0*yl2%UMZ+&54<!Vp1wQUp(w;Xyt%4iBuLi9Q
zec8m9yOH=l!+#>BcpX#pnSkQfhqT+hF2)v9RX)A8z@sx#bu~)?tCz;v&VqM64NPrc
zA4q1r!oTuiQO@jDy~~Yv%K2WVhc@@f|8YI{-awXT7atm=ymz-RD3bEUJZ!uA+es2o
zlC}_GEushj04V?!&cl}NyPvo_INKOIIN025W&ipN9Be;>_5Hv7R3r>ocd_4+Itlq2
zJksIB>8ldzWIm$$+%Cf}z%hwm(HKR?cX`J~Rj}`MoP8~a?3)vcaPW-3d*vw&C8@=2
zQ#tgY3O6$o8>F4L1B2AhURx^IX3-)cAWg1LXo5AZ<3E=eri(m#VH^w(nRO_-HLVf`
zbOKHBmuBw7nXKDP6^IxsIVTole|XPBB|1tFrWz=k)I=4L7dv!q11_`X1_@n_#IIlw
za_$ayBS{8!&}r=I(8uF0n_Ud1ACteopLn6wzc-jdT+2h!ktvES(S_erdV85)`)P{-
zzO+es&MjWIAc2MyR_7*bhFe~Y3zI$X-q&$BTzB@?O|FW<O#e5AVyKSVQDFF4LIwb^
zVLf0N`V~DD>N*Y?>;!%}_16KH%F!)!429@4<BU(##*g;3S{4zj14`}EUDdBIV&vo;
zyw|3sx|&Qx{8uw~p7(t%uBy<XyG^7N)SDg5{Bb#dagb5mq6Fm_Ra<_vI5*i+D`@-q
z{fp6R13DXEb@kKcMnLXEG{y#dlPGol+VnEeNG&q60??++h*49kAz|cxa@2b3o2t)G
zn~U4Tb)IT<phz&M3R}3uyYtu_5=z!aSm##D&zHef4lN*Ps(H>exUp^!QdN1pJ<`LD
zs1S_B){KrjEQ4?2qj|}TmyPqaE3o^HGW=*pfpxY*UYF_)9QS;J-)B)Lb|BmRm!4$7
zC%`kUS{-}mW)oTnb}hQQ))GFklSs6**yDB$W7K(+k)S(#L`w7u`ZWiYt}N4yqLy}?
z>cH}Rc{cPa?f6{OV&g%5=H4nLA^pH)ez-lH?CoVA=E@)zE6sH^oP7W`8N_i5*_<BL
zM8k@XtW2AZ6jRXWaI-Fbv!+fp;7ujI+o)4t?n^O)MW%Z0*!5(=;?{aWZCccvdyW*>
z`DaQ!V+q&h&3PM~)smWviUhanlm=+{lJj@DT0S&2>|qBLwS>cmvfGy0_f$*3N0|vf
z+t*US=ngxemVNiY3&RSYgCJJj2i22UZ$5U8ohprJvZF~Bnzjj<!w;brdT0JsSay^<
zvKPSv2;nEHA6+roz%&mM-eD`=aplr_hVS0yA$UFSc{x?=KYptb<#TDv@{oW|Ieq-|
z(uS5rCE!Oi^j_4q7P8`O{5P(1WNaRJ1BfluJqwk-CO+!$CU|G&xDlP~3d8L}#{~}w
zr5aO*uxu@sEZj(=SKZi82)kl^-Vaa#=#Jkr98KI)+4L@7S6B=PY(|@%`BKI+5>gX2
zNV5Nu3iM|8v2r;%jYF%S$y!X)(QDpw+4XfqFBLKruP%4<c&_8XG`SC!Thr7FF3@*5
z;7F>+?})4n_f14l_O6==yhnN<?%gk$OUFtQzD(>s5i}Y|VpRF?5x9sJNTT(5sdAn2
zKYd2M3dq|EYgvZ<5q$R<7fT~&GgCEJXDfRPmz!l*cSzjkjTjEnqIcf4QJVK$eaPKf
z@CV*|h+~oWJQ8V12JgG^4k|`mokZuNQY@T!?7rJ45ITxP2$Lktwjg0B6yynvA?zrx
zE)ifLd=R~Zmlq;xs@2+q0%5kE#?!HsIuH4%+e8d{uNuqE6UHscrbZr<egWqTVae}O
zeq}n95hH^0LNJ<!P+vTnz)$+J&D?^YpStSZiF!?W6rsgo8f)8}e^U9$V0-m|Ui^Z}
z1Gc&UULT5D(de~M0DvB<n~$Y$>w~MMnVlKiw_lE%scvcOM3V6l_^};|-a6Pm<^4Q>
zM}L}bR|`hdrl*a4taHpzPC_C#AB`56AbeD$BCBA4?rW2mgiLC=ra*bF29IWUPVH4l
z;$7H~xmjFjHu2J9d58Q?mdoM#yOFa<cjJvaMy#j`kNwVc`%WA=jZG31b-qR~<qq$H
zfDbvPlW3b)*k10k>7Sk!99Swy^LJD9(i>wmT*~%OY1A-CvqyCa@Iufod5wgn@hHyf
z`M<0YA9mMk-AlH9OB~;If=3WMZFJa!ox8PRdS80-)yuK@5_YM(A*93)JE~njD|Wq(
z!5%;d66PzkxIeWV2n+At@_4o*yHFr2dz!bBdYEI-=GgJ9krT+s*GuY*aFyC;2LBln
zk)8MeTO$!!oOo=S>55crMX<_XXX3meSp-w80Jnm>;q6E5YS-XfHUS^1vF6&nsvkG*
zhJM{hAB3v-GPfZYod@$=8V)0|J@&wq-&-OT+2R%g>AXTNI-Mr%(6>GbYArGdzAK*q
z;c>lJp$;AxucE@2Zpzv<C%(0jtmqjNWUFPCnr{3CujSr^v1`U29DpG1t{mP2R&$Ra
z>9}q^$v!yxd8{<)I1jEQb~s3pyp>AX8~-D;L%ur?>qFv!m0R!%UDI*3J^0kh=CvyZ
z$dw&%p2y35qZhF`^Vdh~!6*-Qt}_QK)wP{x7}C<6**dQGcN|0yzMijuiLhVEmxzQD
z(S1F8kRy5xJxMJMyS-ZFaeP#;8cPYf_!24V@3S^M|7Gp<Q*61YkfyNM_D$wcB*Cp7
zl*>VyP~5vIh!J8<5>E`I2^}2*UtmmhHext98<G(1ez<Hj+w|*NP2e~0z<W#Rn94D2
zG`k+aWX%eJKs-60JQ!M~+ZMbpQ`G`ysDYo&c^{x3u3*OZCM9ixL7pc46QaU{t8Od~
zw~B2-V2Xiz-!raGx({HfHmtkKskiz9lVw|mdBcIM7^#6c)&qQCzILpFD)p1y_~@s0
zfiEDZz~U4#w!9X}8if^{w_~oSSPAh1y;n$-Y0VvRIP3R{-)+X$;IO8ZlYg{9yh3M>
z650a0;?Bsj_T?$8Vi~`aJf1Y-yTA9&ic9V;{zW+dQv#`Z9y+~UJ@Xx$qgzg5ecg@=
zG?VBj<>8CSaphL3*;E^;0`6V=c;?4`y2EI1SW~PHCXFX}>4&z~-j!%r?-(kMaFCj8
z&7F1`iH8j`=d4N_#001})-ctuQVVI0y96N}yXw^`#|uen-2=y#*am~Zk@#J8VscTZ
zbc5bFPne!8CAp}ss|yNp2YMrJi1reds8yj48_~G?Cw{cStsP=LVxB!~UDUYLw}|cR
zXuB%Dz%$(?8vxY2YIF#F_85N|jZ0F+uz8J8vSN4j?uPETu}jHp*L=MvaV~r9M%Hth
zYGyy>B+$|;wc}=t=V}Zdvk?nLV^fm%X6Vr~m71>&wMQimmPtbsO|$BT%F^q~x~~^B
zc`}aowOL#=1~SJvtD34$R0oz<Fdp%Grplc7e2QktLCbSBU}c!cZQZ0^j5Zez5TA?r
z0P0i6a3t)UsOU6ZDkirgiRC)G7eC_n)O?tfanpSDk!e}Un+y)PJJg^G@6yw!_H*v(
zJz(2RH^Bk3@o_~xhPZb<3QN}Ht&cdRCN?}z?2GhIBuZKbTDisgI>K?gO&f95!*GvQ
zs3e!nq}P(OB5o^%-Nr2PBPlZ@(5wQCYCH_ow8z#T)A1uNyklzFE$%6z;Uu5YH?UT=
zm}y<eCy<y<0-!zSMA(<*ORgkKEzw9Vp0<&k=6oZ|H-k!zN$r6<R6A<hl4D+x;VH{<
zki?V%2J#imdr;PB&^QN?SsHU9DYbo0F(?mptmM33mm(S%!{HNc5hrxN{RvPo#5*;9
zc|Fvh%skBr=q)Q*3gKBVw8g;>Z;_Fk-5=lAoD#zy1Wq?PBcUz@^HibL@8^-Ah&KgC
z(c=pzm`_IIuB;#85{s;$uU0?4gm%g&3<75_MouS%a$WrHh)0AR)jBUeM{VY3D48e6
zZ${I>)z0>($109;8!TtYl33@@uR}GXkC6LvPd9O`pZuzRKX5Opl7zf<`%Q4Epy9&V
znD5cUN@0sQb3gOP75U0ad}$r8B<5c-ib}GSt8RSU8N0jM`XynL>S0z%7nAbb1V7HL
z(fvN=(WJMV+!g#nWDQC}Z-ZX%O4<c4XjnWQ#dq-D51#F-P)F&itr`oj-g!5uW9Q~b
z)?0vb66V4ff<-&4?Sd#};DwO(0ogWQh_f7bDT8mdaAkod1e&XZ1`biB-XaRJR$=6R
z<JK^Y1+i|SOi^f8UZEgo=8PCH@-h$&V7k@XYY#m-ogVaUYbz4qGj@t!XFAL0)m@lP
zW%@Yi>xH?4IX>97gG-eKZs^a|wsW%%F>e4dAhs(P3~zlD4AHOD*}?RhdpSZrd(cje
zi8VcLud>O9-r(G%gKAA{=2xKo0wq~q=tUFRRjw}^lZoNVJzvufz=<`O^%542{~f3o
zN)bcfz)nMoVSzg4KS779r>)tyXroYl0T!m?+=S_!`$9a!akRK9EK2c=PsR(~KIq?J
z4_Chy>vlCA{d$rWh?B3p`LVt0*y-d9d@+=IT9ynC;!<;|#3R=|CFV%p3@X<PdL?W=
z4_`2?s;-iETVXeF{FKr6nzafl{xS??LJ0S?48N_Z@iDIIsyCgLZyr<eqC#nOAz_TU
z%tk-^<1toQbiDJgnX>)2w{bN%ugP%a2G!I&TT*T}_zWO5g<)Y(r&Zg#%agU<7HhyX
z=a#W!=L1>~?j;PJf1>DfDX`I-#&}KJ%IrC$|3NQ-Ht!4#Ep8!{K(Y(_y|cq0S-g4I
zON;Ggh?TCjnN8BBv^Ea@vsS!{?4+;7oF{!G-qqYyuL>*}U*j1kbhi*rQ(=4%UxBxH
z_^5XNb2@ql&n$@oV+;S`7uG5@@7+Xl>z%e|pE;O$5S@V18hO-!P;TTiW-i8H1k&T!
zF!U<TVJnd0>Pf`O(69uKbRyt`-t%r9JM^_JHBd}3H(^D+*x2see5HowE_nQ7(7Bba
zW9w)Hda67&r#)3xCfeR&>$Qz%=v;~{4`<?Wqbz$HwdT{$gm@&4Abo$wQ?+^uZ}`oK
zqn(#8SY$5iEZ3e*$VHDl(@5r@<#QfT{Mh~}k4tdqwX<qO-TkP0zzGSo4);#@R;S#M
zMoglV@&y7o_Q>N$8VjY?b1vKHBJ=R$ELw78MwC6VXd+P2njk(-@^+B}3p=4_h&jjZ
z%2$Tl+lH0x<#}dCQqfCjU!Cf{zMP#k&1>47z;JNuyX!zw$*0c^)_35Y`hb14nUk2e
zPf1;r5lH3At}_mg97~dLN7aXa3Qt(z@DSXAGOe~f;JED{1-~%Bdi6SEaQ%(WJ2q;z
z$RJ0qoJxm$=5)u{d44Y+Jj5#;m*s-wl?1e^n8$Z+r#}{_;r|LmbAA+*`PJ})0SwB2
zgT2@NErbCL0N@e>0EoYX{pPFG#nQ~o)rIZb>s#oVnK|chSBCKI0yXqHz(a3pILDQG
zCSH_)7CT-;2;ApF#^+`eK&Ld5Emwbik==UhR)=G3bNm;CcS~dII_jd<>18eFdjrlK
z9_3)A(W<JjkrfaA7n*g)rP?3^?CXo19M*^>!%@xh66=wwjm@PAFRshIFO;IX?M-v5
zg9>^l2>cbi6Ohyng9kDNgIh)V8W{s_deyuAZO|0;*pj&e%ew824Y~Px-KbA{{FE%^
z<~*~4ieMMv>9e-9act<;6Yc8rN;yroGKw=kwn48t7oDM@8Xb+f)rq6G6?#=hdy~xR
zU(26kp$tqNrmm{bsK;XHo}@BVng_Gp@q2rkwUr*9L)lPoYpw^jTD_vpl$m+glWGvt
z|Bz=!=#Ig)Ht$2hjg2Nc*G2d8(;caZ+IG#$Ip(tr^Rs#8r1Fdo-UkzqR}|a*uFjNZ
zM2XGB2EqhZPEPLbI{IB!X%_Ae_t^Umt}z{|vPlmeo6E#C-&cn<jU0-Q_CQ7klcRDM
z($9Tec0GnQV{<m7K$|x8c$g?g0V0jiRjNxQQBsHtb<m>r;Q5!zj%uRF%_Y!ShG^k!
zVM&AnUyQI=_sT08iF1Rw#hU4{6X>UtFQxwCiO&Te9JP7r9bVfn_*Z4Drc#IwI;|UR
zDdu#DjAf7@v*hdcKY2HeB)qq3IAyq>_i11w^75*qu8ldtBU93e(0plv9j6Jd$szeU
zwz|Qb?i1(*0D(cbuN8fiBRw=f$C^Y5d7Y)cw^m$x-o9J2fKPXGYsSXCQ)c!!Vy)or
znC<oBHh;UP<QMGCxpj~(dK1Jj9BRoixI-Zk?r0lP@H*o0LB`B!j-`=bei7KPQ6Ufg
z3FW+xRtNSyRhbCx!nlNvM|xM>m%JOJ>vkf6O4JCayi;M9`Y!8(;NcYYvPEC5*VsVF
zu%LUdso*j%QSrMOrTkEp-3E9h$~x=k92O}3a=DL?&^t8vkSV!TUR<}_PLC5yLnrX5
z6zlBSs@+ZVvCj=c>{riSv_V1_F%OZK$xT2^e<9X6K`PPNbBn;xM+6lj0|{$!XRp9e
z>Rz-pyI;qg6gd>=rSU>FY<lk;abTx_Mf6qTCgd<yI4N`z>-HVrXXKxBg4HUvz8(OC
z@q#F84|1>X9<?~3G=Tcw_A9TzdAUj+LLQMWs3bnp3D5zp0X@2KD6B#yl#qprJhV<T
zMG;7Ps4<;ucuT0HJeQ3Gx=ibB(jyzvtOs1mQ9xp`#3R(vt}o=URbR+Zlu0OB7qzf{
z{74_ImFB{J9Cyb!LB2q*qVkckS;>Ab$lNlPdnS)A(y;${vH{-0HkN1R?X+(CXoKgL
zkx-W#c6U0|*seI==4cY)_Dqg((5;47?P249=;e^!hPa}tRbym>!1TQt6YLovT`4z=
zw&J##_YEmcvN>2Qqaoim7GxXtyzql9kqy^xO(0oKXm}VDC-KqE5Jh-QiN92f^KBmp
z+lEalCtJcsNQ+o-cbfAsvVFiklL&bN?jU(e)F;}8cQa_i4d*(IBxtzB92SRM(G=@P
zLXxh23MfS*eH1j@Txe`rn$*nu6HKH+jhm5<slL~~3s}l9ga1QzMX9N5ugQP7XfW2)
z?hJcPW^*>ur$bc|g=&+ar7(GC8su+ubTiM5AM-3d1-VTqxpf~OuB8Zq=@V5OODGy|
zR1Xu!ymGA-boBB@@pXC?gO9$m`9AHNdH$xKUsy8CaQ%=>o>qhIm+E7K@Z_w1$Z=E+
zXw)_=-DgF5D%*1st46O}@n#5$LfiK+?fumHm-FtV8j#TWP?DdO{I{+grT^OJXHOR_
z)kcdOvA>yBo2mc!-LFPp{n3;xU$F&(r)XS_f~LU~Y?=emYr1K*onV~!#~Lj^EITM(
zQ|mnpInJyBO~7P5gsFe~7h^2oexAmIOlDKsMF_Of7wnX+BtdK0)@OI<sJ`3QMfYLj
z4f6_ByA#qcZx4ABGU_JXL+-_bv@W7GTckVcEklcX--CL?P9@RIL>Fh2s^Zx`nlnaR
zhNGOp&_#Oo4PD+uDJW-&iM<Qs^3;^p-b>6HZj9Lb^z`x9EaQ@}|0G1*_5UO;0)xCV
z_x{`IH_x@E8uqFDo$=1VkFAy^l&q!VMfa#Eja8YVeQJ1RgrvT91^d7};-;pymlao4
z8Al)gYO}LoFfI%XJVF_H`kmi*(8aj*AO8e9%<61E?8B6-m1fHDqsnz#Z;0qdmnDoh
z?gWFRzQ@0iG-vcGFW&tXNg+Sf{P0o5*2uPzcju(OWut_hKUTyygap;J55u%x2pdt?
zdyZr#vS4o8)`n)9mJA*J23?=OVRA%yO8-~jbM~mO|HL-Ki~_7{qgwL!wZN9`H^lzv
zs6%j@$y?WRQlGOi73MHAZFo#V$zf1h6YtU~EFL+j324!cv=n17h};-8^#`5=s$fG*
z7}0ef@2~NXE_u@VQXxY>ASiX<D@ARu?4{B9y$H{-CI!dvh%24%tr;dh*SSLyo+dy9
zaWZ;;k6rrA(#N$`ZWd};BK`{WxD8YXuFBptDBo_;wnL8eVnqq&cnF5}E$z`#oInN1
ziLm(aC}uhwQo$B%{Bj1L33g8LC`k?)q3#bH3As-F$}T334D~8Ex77~lhcHdn8uWrc
z_c%ZL>eXxy?kG?9<M-%%e{H+>=93Xik0Rt6Wtgw->cH`?m;dbbm+SwGu7nqxg`{A)
zAS>AC1THLZWa?m|;_Tq)!e-*&Z1&IfhySIEV5*Bsc=!N9MG&%}bcv0*!(zr|541~t
zF%|3-9?r$pf!jRuEaWab_-wNXs!@K>DZ{_&m+2zGJ5$bi4%jp;a*<3RkjnL>Eu3Fo
z^Aw0JVQ|j2>g<=7h{0MMu4r!SZO&_}-L+&w_^9CckjhG?rElb;w*-fq4@N`_4ZkbS
zM6&w3u!1>5$SK(jfTC!fM`JO~FnbA^I3xR6jBKZO;nY+u5^78yBGR;wB3{s|c8UsT
zf2{ic*QJG`&xhBE-Fpe!@V!sw`{uPKo~Xvo5CcU!*&@SA8m*b1)G=Yb=tV4<g+EAU
z*(UK{2tgWLp*QuQ;#OczJBWO_(}3vYa=HSVKxnEQ=@gd)5<{&slg3Yv?FD4sGSH6l
zXLZr&730gJ(rQ)@9*BO)$ejxj3_YcHlGj-a@PH>E5xF3LOZ1=E%b%0Jmj=UL2Q0eB
z`5xJu7}=UgSQ=T`-$2jx<AC)nJF(c3Z|;s^y@Ty$6??V{yl>DkT$D^2$*$Q;CE0}z
z>lek*i?+8!QdX{Yw8K_UtSaU|wd$p|;6qKQ%lNSe)&+Bf_6~YZs`Veu%)c-3)BQ3T
zZs3IfzK0DvERQlQRlz^2ydKi_<WucVQ%UQ5s6ysB)T!mI0LWACW9h;u)T^p#hV)|8
zE!-)m`!R2HWl4P?KSiiDw2P0W%qCs@(dQhSth%#|oz9fbWFY2M&FEFKN+_?mD4W%2
zSmfOUvG9`xvC1Gn6oSpVTt=_ZB#?K1wzk>(*8BlmX77}gJ8gKs74){h3u)Wm1-b3-
zLfH0q!D{=vP_+GB;M)E!b_k1&a85JBZ0ieCg&jF<F|T08`uhWI$$nBg0oFndJFCF?
zbqO(Ybo}260>kw`Pi8`={mjh;B7|eCpzY{PdxlUk4UR%4FRdDYoVSIUAR(PXXcuu`
zwqJd8v2v4|1C9U2D!u&q@ub&?Nk40-Dl1V40kLg`?quq|mAn6uQiLK7<1UBcy$8=%
zD$g$E98|a1;~~tGcb8RpCFkTzZOLqbY+6_qV;l`)nZ@l9PoT{6Qr?yvajmQoWFazd
zRE(aCXJM`^H*c&L6sy-G82HU+2_o~Jdrx>;1fHgR8JQw*sgM&6dJ<@C-xXURRXyIO
z#I;HY1qukJ-7ohnYa$e`@_bs_X)(4@nM;WidSv&y$kz2iIR(pGn%WBpMqA1!Bu*^D
zqAj2RYFB{7Oj1<M4kxWkEXpd#q4|C%0yGe}#R;#+(a)R$Tx~AE>*zSePpl}$ted}0
zzW37L2pR7x%twHpl7w!XWRu%vh)+L@zWqSIr!m;kc!~VVb;;dt!)*@>)nLL)du#?7
zPva7AwIK)NJdiK_(y-Q^YOBTzdZtO-0XaBa9o#p6=yUJX*Mg^V-mmEl<6j)Z!Lz{9
zcK>}F@L#+A`~Hu+fhr2WGx+_g(!Yc^??RY!{Bm*WPr~1?Z~RKw2Rq~Y|6k_#lh2<i
z{GXgKVT<e^3H?8b|IB6nBo@E*jrgz3=ARt?%n<(Mzydp`gbn{^zVJ^5f1YgqWY7r9
zuEH3&{5a?Qll0GXqMxJ%u<hrcssD9q^e30!<Ds8C001~30Pt6I^e6eBTiQ<szSQ4@
r_-%vxllu3S^d~I<AW8en;Qy?vDhfz2Y~0+5!vJ)^!na!tH?{u<LHCO8

literal 0
HcmV?d00001

diff --git a/notebook.tex b/notebook.tex
new file mode 100644
index 0000000..c430aa1
--- /dev/null
+++ b/notebook.tex
@@ -0,0 +1,682 @@
+
+% Default to the notebook output style
+
+    
+
+
+% Inherit from the specified cell style.
+
+
+
+
+    
+\documentclass[11pt]{article}
+
+    
+    
+    \usepackage[T1]{fontenc}
+    % Nicer default font (+ math font) than Computer Modern for most use cases
+    \usepackage{mathpazo}
+
+    % Basic figure setup, for now with no caption control since it's done
+    % automatically by Pandoc (which extracts ![](path) syntax from Markdown).
+    \usepackage{graphicx}
+    % We will generate all images so they have a width \maxwidth. This means
+    % that they will get their normal width if they fit onto the page, but
+    % are scaled down if they would overflow the margins.
+    \makeatletter
+    \def\maxwidth{\ifdim\Gin@nat@width>\linewidth\linewidth
+    \else\Gin@nat@width\fi}
+    \makeatother
+    \let\Oldincludegraphics\includegraphics
+    % Set max figure width to be 80% of text width, for now hardcoded.
+    \renewcommand{\includegraphics}[1]{\Oldincludegraphics[width=.8\maxwidth]{#1}}
+    % Ensure that by default, figures have no caption (until we provide a
+    % proper Figure object with a Caption API and a way to capture that
+    % in the conversion process - todo).
+    \usepackage{caption}
+    \DeclareCaptionLabelFormat{nolabel}{}
+    \captionsetup{labelformat=nolabel}
+
+    \usepackage{adjustbox} % Used to constrain images to a maximum size 
+    \usepackage{xcolor} % Allow colors to be defined
+    \usepackage{enumerate} % Needed for markdown enumerations to work
+    \usepackage{geometry} % Used to adjust the document margins
+    \usepackage{amsmath} % Equations
+    \usepackage{amssymb} % Equations
+    \usepackage{textcomp} % defines textquotesingle
+    % Hack from http://tex.stackexchange.com/a/47451/13684:
+    \AtBeginDocument{%
+        \def\PYZsq{\textquotesingle}% Upright quotes in Pygmentized code
+    }
+    \usepackage{upquote} % Upright quotes for verbatim code
+    \usepackage{eurosym} % defines \euro
+    \usepackage[mathletters]{ucs} % Extended unicode (utf-8) support
+    \usepackage[utf8x]{inputenc} % Allow utf-8 characters in the tex document
+    \usepackage{fancyvrb} % verbatim replacement that allows latex
+    \usepackage{grffile} % extends the file name processing of package graphics 
+                         % to support a larger range 
+    % The hyperref package gives us a pdf with properly built
+    % internal navigation ('pdf bookmarks' for the table of contents,
+    % internal cross-reference links, web links for URLs, etc.)
+    \usepackage{hyperref}
+    \usepackage{longtable} % longtable support required by pandoc >1.10
+    \usepackage{booktabs}  % table support for pandoc > 1.12.2
+    \usepackage[inline]{enumitem} % IRkernel/repr support (it uses the enumerate* environment)
+    \usepackage[normalem]{ulem} % ulem is needed to support strikethroughs (\sout)
+                                % normalem makes italics be italics, not underlines
+    
+
+    
+    
+    % Colors for the hyperref package
+    \definecolor{urlcolor}{rgb}{0,.145,.698}
+    \definecolor{linkcolor}{rgb}{.71,0.21,0.01}
+    \definecolor{citecolor}{rgb}{.12,.54,.11}
+
+    % ANSI colors
+    \definecolor{ansi-black}{HTML}{3E424D}
+    \definecolor{ansi-black-intense}{HTML}{282C36}
+    \definecolor{ansi-red}{HTML}{E75C58}
+    \definecolor{ansi-red-intense}{HTML}{B22B31}
+    \definecolor{ansi-green}{HTML}{00A250}
+    \definecolor{ansi-green-intense}{HTML}{007427}
+    \definecolor{ansi-yellow}{HTML}{DDB62B}
+    \definecolor{ansi-yellow-intense}{HTML}{B27D12}
+    \definecolor{ansi-blue}{HTML}{208FFB}
+    \definecolor{ansi-blue-intense}{HTML}{0065CA}
+    \definecolor{ansi-magenta}{HTML}{D160C4}
+    \definecolor{ansi-magenta-intense}{HTML}{A03196}
+    \definecolor{ansi-cyan}{HTML}{60C6C8}
+    \definecolor{ansi-cyan-intense}{HTML}{258F8F}
+    \definecolor{ansi-white}{HTML}{C5C1B4}
+    \definecolor{ansi-white-intense}{HTML}{A1A6B2}
+
+    % commands and environments needed by pandoc snippets
+    % extracted from the output of `pandoc -s`
+    \providecommand{\tightlist}{%
+      \setlength{\itemsep}{0pt}\setlength{\parskip}{0pt}}
+    \DefineVerbatimEnvironment{Highlighting}{Verbatim}{commandchars=\\\{\}}
+    % Add ',fontsize=\small' for more characters per line
+    \newenvironment{Shaded}{}{}
+    \newcommand{\KeywordTok}[1]{\textcolor[rgb]{0.00,0.44,0.13}{\textbf{{#1}}}}
+    \newcommand{\DataTypeTok}[1]{\textcolor[rgb]{0.56,0.13,0.00}{{#1}}}
+    \newcommand{\DecValTok}[1]{\textcolor[rgb]{0.25,0.63,0.44}{{#1}}}
+    \newcommand{\BaseNTok}[1]{\textcolor[rgb]{0.25,0.63,0.44}{{#1}}}
+    \newcommand{\FloatTok}[1]{\textcolor[rgb]{0.25,0.63,0.44}{{#1}}}
+    \newcommand{\CharTok}[1]{\textcolor[rgb]{0.25,0.44,0.63}{{#1}}}
+    \newcommand{\StringTok}[1]{\textcolor[rgb]{0.25,0.44,0.63}{{#1}}}
+    \newcommand{\CommentTok}[1]{\textcolor[rgb]{0.38,0.63,0.69}{\textit{{#1}}}}
+    \newcommand{\OtherTok}[1]{\textcolor[rgb]{0.00,0.44,0.13}{{#1}}}
+    \newcommand{\AlertTok}[1]{\textcolor[rgb]{1.00,0.00,0.00}{\textbf{{#1}}}}
+    \newcommand{\FunctionTok}[1]{\textcolor[rgb]{0.02,0.16,0.49}{{#1}}}
+    \newcommand{\RegionMarkerTok}[1]{{#1}}
+    \newcommand{\ErrorTok}[1]{\textcolor[rgb]{1.00,0.00,0.00}{\textbf{{#1}}}}
+    \newcommand{\NormalTok}[1]{{#1}}
+    
+    % Additional commands for more recent versions of Pandoc
+    \newcommand{\ConstantTok}[1]{\textcolor[rgb]{0.53,0.00,0.00}{{#1}}}
+    \newcommand{\SpecialCharTok}[1]{\textcolor[rgb]{0.25,0.44,0.63}{{#1}}}
+    \newcommand{\VerbatimStringTok}[1]{\textcolor[rgb]{0.25,0.44,0.63}{{#1}}}
+    \newcommand{\SpecialStringTok}[1]{\textcolor[rgb]{0.73,0.40,0.53}{{#1}}}
+    \newcommand{\ImportTok}[1]{{#1}}
+    \newcommand{\DocumentationTok}[1]{\textcolor[rgb]{0.73,0.13,0.13}{\textit{{#1}}}}
+    \newcommand{\AnnotationTok}[1]{\textcolor[rgb]{0.38,0.63,0.69}{\textbf{\textit{{#1}}}}}
+    \newcommand{\CommentVarTok}[1]{\textcolor[rgb]{0.38,0.63,0.69}{\textbf{\textit{{#1}}}}}
+    \newcommand{\VariableTok}[1]{\textcolor[rgb]{0.10,0.09,0.49}{{#1}}}
+    \newcommand{\ControlFlowTok}[1]{\textcolor[rgb]{0.00,0.44,0.13}{\textbf{{#1}}}}
+    \newcommand{\OperatorTok}[1]{\textcolor[rgb]{0.40,0.40,0.40}{{#1}}}
+    \newcommand{\BuiltInTok}[1]{{#1}}
+    \newcommand{\ExtensionTok}[1]{{#1}}
+    \newcommand{\PreprocessorTok}[1]{\textcolor[rgb]{0.74,0.48,0.00}{{#1}}}
+    \newcommand{\AttributeTok}[1]{\textcolor[rgb]{0.49,0.56,0.16}{{#1}}}
+    \newcommand{\InformationTok}[1]{\textcolor[rgb]{0.38,0.63,0.69}{\textbf{\textit{{#1}}}}}
+    \newcommand{\WarningTok}[1]{\textcolor[rgb]{0.38,0.63,0.69}{\textbf{\textit{{#1}}}}}
+    
+    
+    % Define a nice break command that doesn't care if a line doesn't already
+    % exist.
+    \def\br{\hspace*{\fill} \\* }
+    % Math Jax compatability definitions
+    \def\gt{>}
+    \def\lt{<}
+    % Document parameters
+    \title{Experiment100PadiWeb}
+    
+    
+    
+
+    % Pygments definitions
+    
+\makeatletter
+\def\PY@reset{\let\PY@it=\relax \let\PY@bf=\relax%
+    \let\PY@ul=\relax \let\PY@tc=\relax%
+    \let\PY@bc=\relax \let\PY@ff=\relax}
+\def\PY@tok#1{\csname PY@tok@#1\endcsname}
+\def\PY@toks#1+{\ifx\relax#1\empty\else%
+    \PY@tok{#1}\expandafter\PY@toks\fi}
+\def\PY@do#1{\PY@bc{\PY@tc{\PY@ul{%
+    \PY@it{\PY@bf{\PY@ff{#1}}}}}}}
+\def\PY#1#2{\PY@reset\PY@toks#1+\relax+\PY@do{#2}}
+
+\expandafter\def\csname PY@tok@w\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.73,0.73}{##1}}}
+\expandafter\def\csname PY@tok@c\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
+\expandafter\def\csname PY@tok@cp\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.74,0.48,0.00}{##1}}}
+\expandafter\def\csname PY@tok@k\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
+\expandafter\def\csname PY@tok@kp\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
+\expandafter\def\csname PY@tok@kt\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.69,0.00,0.25}{##1}}}
+\expandafter\def\csname PY@tok@o\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
+\expandafter\def\csname PY@tok@ow\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.67,0.13,1.00}{##1}}}
+\expandafter\def\csname PY@tok@nb\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
+\expandafter\def\csname PY@tok@nf\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
+\expandafter\def\csname PY@tok@nc\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
+\expandafter\def\csname PY@tok@nn\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
+\expandafter\def\csname PY@tok@ne\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.82,0.25,0.23}{##1}}}
+\expandafter\def\csname PY@tok@nv\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
+\expandafter\def\csname PY@tok@no\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.53,0.00,0.00}{##1}}}
+\expandafter\def\csname PY@tok@nl\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.63,0.63,0.00}{##1}}}
+\expandafter\def\csname PY@tok@ni\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.60,0.60,0.60}{##1}}}
+\expandafter\def\csname PY@tok@na\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.49,0.56,0.16}{##1}}}
+\expandafter\def\csname PY@tok@nt\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
+\expandafter\def\csname PY@tok@nd\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.67,0.13,1.00}{##1}}}
+\expandafter\def\csname PY@tok@s\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
+\expandafter\def\csname PY@tok@sd\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
+\expandafter\def\csname PY@tok@si\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.73,0.40,0.53}{##1}}}
+\expandafter\def\csname PY@tok@se\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.73,0.40,0.13}{##1}}}
+\expandafter\def\csname PY@tok@sr\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.40,0.53}{##1}}}
+\expandafter\def\csname PY@tok@ss\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
+\expandafter\def\csname PY@tok@sx\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
+\expandafter\def\csname PY@tok@m\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
+\expandafter\def\csname PY@tok@gh\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,0.50}{##1}}}
+\expandafter\def\csname PY@tok@gu\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.50,0.00,0.50}{##1}}}
+\expandafter\def\csname PY@tok@gd\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.63,0.00,0.00}{##1}}}
+\expandafter\def\csname PY@tok@gi\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.63,0.00}{##1}}}
+\expandafter\def\csname PY@tok@gr\endcsname{\def\PY@tc##1{\textcolor[rgb]{1.00,0.00,0.00}{##1}}}
+\expandafter\def\csname PY@tok@ge\endcsname{\let\PY@it=\textit}
+\expandafter\def\csname PY@tok@gs\endcsname{\let\PY@bf=\textbf}
+\expandafter\def\csname PY@tok@gp\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,0.50}{##1}}}
+\expandafter\def\csname PY@tok@go\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.53,0.53,0.53}{##1}}}
+\expandafter\def\csname PY@tok@gt\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.27,0.87}{##1}}}
+\expandafter\def\csname PY@tok@err\endcsname{\def\PY@bc##1{\setlength{\fboxsep}{0pt}\fcolorbox[rgb]{1.00,0.00,0.00}{1,1,1}{\strut ##1}}}
+\expandafter\def\csname PY@tok@kc\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
+\expandafter\def\csname PY@tok@kd\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
+\expandafter\def\csname PY@tok@kn\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
+\expandafter\def\csname PY@tok@kr\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
+\expandafter\def\csname PY@tok@bp\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
+\expandafter\def\csname PY@tok@fm\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
+\expandafter\def\csname PY@tok@vc\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
+\expandafter\def\csname PY@tok@vg\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
+\expandafter\def\csname PY@tok@vi\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
+\expandafter\def\csname PY@tok@vm\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
+\expandafter\def\csname PY@tok@sa\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
+\expandafter\def\csname PY@tok@sb\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
+\expandafter\def\csname PY@tok@sc\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
+\expandafter\def\csname PY@tok@dl\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
+\expandafter\def\csname PY@tok@s2\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
+\expandafter\def\csname PY@tok@sh\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
+\expandafter\def\csname PY@tok@s1\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
+\expandafter\def\csname PY@tok@mb\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
+\expandafter\def\csname PY@tok@mf\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
+\expandafter\def\csname PY@tok@mh\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
+\expandafter\def\csname PY@tok@mi\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
+\expandafter\def\csname PY@tok@il\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
+\expandafter\def\csname PY@tok@mo\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
+\expandafter\def\csname PY@tok@ch\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
+\expandafter\def\csname PY@tok@cm\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
+\expandafter\def\csname PY@tok@cpf\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
+\expandafter\def\csname PY@tok@c1\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
+\expandafter\def\csname PY@tok@cs\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
+
+\def\PYZbs{\char`\\}
+\def\PYZus{\char`\_}
+\def\PYZob{\char`\{}
+\def\PYZcb{\char`\}}
+\def\PYZca{\char`\^}
+\def\PYZam{\char`\&}
+\def\PYZlt{\char`\<}
+\def\PYZgt{\char`\>}
+\def\PYZsh{\char`\#}
+\def\PYZpc{\char`\%}
+\def\PYZdl{\char`\$}
+\def\PYZhy{\char`\-}
+\def\PYZsq{\char`\'}
+\def\PYZdq{\char`\"}
+\def\PYZti{\char`\~}
+% for compatibility with earlier versions
+\def\PYZat{@}
+\def\PYZlb{[}
+\def\PYZrb{]}
+\makeatother
+
+
+    % Exact colors from NB
+    \definecolor{incolor}{rgb}{0.0, 0.0, 0.5}
+    \definecolor{outcolor}{rgb}{0.545, 0.0, 0.0}
+
+
+
+    
+    % Prevent overflowing lines due to hard-to-break entities
+    \sloppy 
+    % Setup hyperref package
+    \hypersetup{
+      breaklinks=true,  % so long urls are correctly broken across lines
+      colorlinks=true,
+      urlcolor=urlcolor,
+      linkcolor=linkcolor,
+      citecolor=citecolor,
+      }
+    % Slightly bigger margins than the latex defaults
+    
+    \geometry{verbose,tmargin=1in,bmargin=1in,lmargin=1in,rmargin=1in}
+    
+    
+
+    \begin{document}
+    
+    
+    \maketitle
+    
+    
+
+    
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}1}]:} \PY{k+kn}{import} \PY{n+nn}{pandas} \PY{k}{as} \PY{n+nn}{pd}
+        \PY{k+kn}{import} \PY{n+nn}{networkx} \PY{k}{as} \PY{n+nn}{nx}
+        \PY{k+kn}{import} \PY{n+nn}{bqplot}\PY{n+nn}{.}\PY{n+nn}{pyplot} \PY{k}{as} \PY{n+nn}{plt}
+        \PY{o}{\PYZpc{}}\PY{k}{matplotlib} inline
+\end{Verbatim}
+
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}2}]:} \PY{n}{data\PYZus{}bilan}\PY{o}{=}\PY{n}{pd}\PY{o}{.}\PY{n}{read\PYZus{}csv}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{is\PYZus{}bilan.csv}\PY{l+s+s2}{\PYZdq{}}\PY{p}{,}\PY{n}{sep}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{;}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
+\end{Verbatim}
+
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}3}]:} \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{IS\PYZus{}BILAN}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{IS\PYZus{}BILAN}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{apply}\PY{p}{(}\PY{k}{lambda} \PY{n}{x}\PY{p}{:} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{BILAN}\PY{l+s+s2}{\PYZdq{}} \PY{k}{if} \PY{n}{x} \PY{o}{==}\PY{l+m+mi}{1} \PY{k}{else} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{EPIDEMIE}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
+\end{Verbatim}
+
+
+    \section{Analyse de la structure des STRs avec un cas d'étude :
+Bilan/Récapitulatif d'une
+épidémie}\label{analyse-de-la-structure-des-strs-avec-un-cas-duxe9tude-bilanruxe9capitulatif-dune-uxe9piduxe9mie}
+
+\textbf{La spatialité s'exprime-t-elle de la même manière dans certaines
+classes ou types de document ?} Dans la surveillance d'épidémies
+animales utilisant Google News, les chercheurs ont besoin de
+différencier un récapitulatif/bilan de la situation concernant une
+épidémie et la déclaration de celle-ci. Dans cette expérimentation, nous
+allons essayer de voir si ces deux classes de documents possèdent des
+caractéristiques spécifiques au travers de la STR.
+
+\subsection{Définition des deux
+classes}\label{duxe9finition-des-deux-classes}
+
+A l'aide du corpus de PadiWeb, on selectionne un échantillon de 100
+documents que l'on divise en deux classes:
+
+\begin{itemize}
+\tightlist
+\item
+  \textbf{Bilan}. Un récapitulatif d'un événement terminé ou en cours.
+\item
+  \textbf{Épidémie}. Son but est d'annoncer le déclenchment d'une
+  épidémie (le point de départ).
+\end{itemize}
+
+L'effectif de chacune des classes est indiqué ci-dessous.
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}4}]:} \PY{n}{data\PYZus{}bilan}\PY{o}{.}\PY{n}{groupby}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{IS\PYZus{}BILAN}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}\PY{o}{.}\PY{n}{count}\PY{p}{(}\PY{p}{)}\PY{o}{.}\PY{n}{plot}\PY{o}{.}\PY{n}{pie}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ID\PYZus{}TEXT}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
+\end{Verbatim}
+
+
+\begin{Verbatim}[commandchars=\\\{\}]
+{\color{outcolor}Out[{\color{outcolor}4}]:} <matplotlib.axes.\_subplots.AxesSubplot at 0x109c1af98>
+\end{Verbatim}
+            
+    \begin{center}
+    \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{output_4_1.png}
+    \end{center}
+    { \hspace*{\fill} \\}
+    
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}5}]:} \PY{k+kn}{import} \PY{n+nn}{numpy} \PY{k}{as} \PY{n+nn}{np}
+        \PY{k}{def} \PY{n+nf}{number\PYZus{}of\PYZus{}edges}\PY{p}{(}\PY{n}{x}\PY{p}{,}\PY{n}{color}\PY{o}{=}\PY{k+kc}{None}\PY{p}{)}\PY{p}{:}
+            \PY{l+s+sd}{\PYZdq{}\PYZdq{}\PYZdq{}}
+        \PY{l+s+sd}{    Dedicated function to count edges based on their color}
+        \PY{l+s+sd}{    \PYZdq{}\PYZdq{}\PYZdq{}}
+            \PY{k}{if} \PY{o+ow}{not} \PY{n}{color}\PY{p}{:}
+                \PY{k}{return} \PY{n+nb}{len}\PY{p}{(}\PY{n}{x}\PY{o}{.}\PY{n}{number\PYZus{}of\PYZus{}edges}\PY{p}{(}\PY{p}{)}\PY{p}{)}
+            \PY{n}{edges}\PY{o}{=}\PY{n+nb}{list}\PY{p}{(}\PY{n}{x}\PY{o}{.}\PY{n}{edges}\PY{p}{(}\PY{n}{data}\PY{o}{=}\PY{k+kc}{True}\PY{p}{)}\PY{p}{)}
+            \PY{n}{cp}\PY{o}{=}\PY{l+m+mi}{0}
+            \PY{k}{for} \PY{n}{ed} \PY{o+ow}{in} \PY{n}{edges}\PY{p}{:}
+                \PY{k}{if} \PY{n}{ed}\PY{p}{[}\PY{o}{\PYZhy{}}\PY{l+m+mi}{1}\PY{p}{]}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{color}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]} \PY{o}{==} \PY{n}{color}\PY{p}{:}
+                    \PY{n}{cp}\PY{o}{+}\PY{o}{=}\PY{l+m+mi}{1}
+            \PY{k}{return} \PY{n}{cp}
+        
+        
+        \PY{k}{def} \PY{n+nf}{flattern}\PY{p}{(}\PY{n}{A}\PY{p}{)}\PY{p}{:}
+            \PY{n}{rt} \PY{o}{=} \PY{p}{[}\PY{p}{]}
+            \PY{k}{for} \PY{n}{i} \PY{o+ow}{in} \PY{n}{A}\PY{p}{:}
+                \PY{k}{if} \PY{n+nb}{isinstance}\PY{p}{(}\PY{n}{i}\PY{p}{,} \PY{n+nb}{list}\PY{p}{)}\PY{p}{:}
+                    \PY{n}{rt}\PY{o}{.}\PY{n}{extend}\PY{p}{(}\PY{n}{flattern}\PY{p}{(}\PY{n}{i}\PY{p}{)}\PY{p}{)}
+                \PY{k}{elif} \PY{n+nb}{isinstance}\PY{p}{(}\PY{n}{i}\PY{p}{,} \PY{n}{np}\PY{o}{.}\PY{n}{ndarray}\PY{p}{)}\PY{p}{:}
+                    \PY{n}{rt}\PY{o}{.}\PY{n}{extend}\PY{p}{(}\PY{n}{flattern}\PY{p}{(}\PY{n}{i}\PY{o}{.}\PY{n}{tolist}\PY{p}{(}\PY{p}{)}\PY{p}{)}\PY{p}{)}
+                \PY{k}{else}\PY{p}{:}
+                    \PY{n}{rt}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{i}\PY{p}{)}
+            \PY{k}{return} \PY{n}{rt}
+        \PY{k}{def} \PY{n+nf}{most\PYZus{}common}\PY{p}{(}\PY{n}{lst}\PY{p}{)}\PY{p}{:}
+            \PY{k}{if} \PY{o+ow}{not} \PY{n}{lst}\PY{p}{:}
+                \PY{k}{return} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{P\PYZhy{}PPL}\PY{l+s+s2}{\PYZdq{}}
+            \PY{k}{if} \PY{n+nb}{len}\PY{p}{(}\PY{n+nb}{list}\PY{p}{(}\PY{n+nb}{set}\PY{p}{(}\PY{n}{lst}\PY{p}{)}\PY{p}{)}\PY{p}{)} \PY{o}{\PYZgt{}}\PY{l+m+mi}{1} \PY{o+ow}{and} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{P\PYZhy{}PPL}\PY{l+s+s2}{\PYZdq{}} \PY{o+ow}{in} \PY{n+nb}{set}\PY{p}{(}\PY{n}{lst}\PY{p}{)}\PY{p}{:}
+                \PY{n}{lst}\PY{o}{=}\PY{p}{[}\PY{n}{x} \PY{k}{for} \PY{n}{x} \PY{o+ow}{in} \PY{n}{lst} \PY{k}{if} \PY{n}{x} \PY{o}{!=} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{PPL}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
+            \PY{k}{return} \PY{n+nb}{max}\PY{p}{(}\PY{n+nb}{set}\PY{p}{(}\PY{n}{lst}\PY{p}{)}\PY{p}{,} \PY{n}{key}\PY{o}{=}\PY{n}{lst}\PY{o}{.}\PY{n}{count}\PY{p}{)}
+\end{Verbatim}
+
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}6}]:} \PY{k+kn}{import} \PY{n+nn}{nxpd}
+        \PY{n}{nxpd}\PY{o}{.}\PY{n}{nxpdParams}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{show}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ipynb}\PY{l+s+s2}{\PYZdq{}}
+        \PY{k+kn}{from} \PY{n+nn}{strpython}\PY{n+nn}{.}\PY{n+nn}{helpers}\PY{n+nn}{.}\PY{n+nn}{gazeteer\PYZus{}helpers} \PY{k}{import} \PY{n}{get\PYZus{}data}
+        \PY{k}{def} \PY{n+nf}{class\PYZus{}graph}\PY{p}{(}\PY{n}{g}\PY{p}{)}\PY{p}{:}
+            \PY{n}{mapping}\PY{o}{=}\PY{p}{\PYZob{}}\PY{p}{\PYZcb{}}
+            \PY{n}{g2}\PY{o}{=}\PY{n}{g}\PY{o}{.}\PY{n}{copy}\PY{p}{(}\PY{p}{)}
+            \PY{k}{for} \PY{n}{n} \PY{o+ow}{in} \PY{n}{g2}\PY{p}{:}
+                \PY{n}{c}\PY{o}{=}\PY{n}{get\PYZus{}data}\PY{p}{(}\PY{n}{n}\PY{p}{)}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{class}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
+                \PY{n}{g2}\PY{o}{.}\PY{n}{nodes}\PY{p}{[}\PY{n}{n}\PY{p}{]}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{label}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{n}{most\PYZus{}common}\PY{p}{(}\PY{n}{c}\PY{p}{)}
+            \PY{k}{return} \PY{n}{g2}
+\end{Verbatim}
+
+
+    Pour faire une comparaison entre les STRs générées dans chaque classe de
+document, on utilise plusieurs indicateurs :
+
+\begin{itemize}
+\tightlist
+\item
+  \textbf{Granularité} La granularité est définie le niveau dans
+  l'échelle spatiale (\(village\) \textless{} \(ville < pays\)) d'une
+  entité. Ici, elle nous indique à quel niveau la spatialité est utilisé
+  pour décrire la situation.
+\item
+  \textbf{Densité} La densité est définie par le nombre d'arrête pour un
+  noeud dans un graphe. Un graphe d'une STR avec une forte densité,
+  indique une forte cohésion entre les entités spatiales.
+\item
+  \textbf{Ratio \(Relation_i/Relation_j\)} Dans la STR, chaque entité
+  peut-être relié à une autre par deux type de relations : inclusion et
+  adjacence. Avec ce ratio, on souhaite savoir combien il existe de
+  \(relation_j\) pour une \(relation_i\). Par exemple, pour une relation
+  d'inclusion, combien de relations d'adjacence ?
+\item
+  \textbf{Nombre de noeuds(entités spatiales)} Indique si des textes
+  sont fortement spatialisés.
+\end{itemize}
+
+\subsubsection{Calcul de la granularité d'une
+STR}\label{calcul-de-la-granularituxe9-dune-str}
+
+On récupére les \textbf{classes associées} aux différentes
+\textbf{entités de la STR}, puis on récupére \textbf{la classe la plus
+fréquente}. Par exemple:
+
+\(STR_1\) -\/-\textgreater{} France, Montpellier, Clapiers, Caen
+-\/-\textgreater{} {[}A-PCLI{]}, {[}P-PPL, A-ADM4{]}, {[}A-ADM4{]},
+{[}A-ADM4{]}
+
+On a donc pour granularité : \textbf{A-ADM4}
+
+\subsubsection{Calcul de la densité d'une
+STR}\label{calcul-de-la-densituxe9-dune-str}
+
+Le calcul de la densité d'une STR (ici son graphe) se calcule à l'aide
+de la formule suivante : \[\frac{2\times|E|}{|V|\times(|V|-1)}\]
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}7}]:} \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{GRAPH}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ID\PYZus{}TEXT}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{apply}\PY{p}{(}\PY{k}{lambda} \PY{n}{x}\PY{p}{:}\PY{n}{nx}\PY{o}{.}\PY{n}{read\PYZus{}gexf}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{str\PYZus{}PADI100/}\PY{l+s+si}{\PYZob{}0\PYZcb{}}\PY{l+s+s2}{.gexf}\PY{l+s+s2}{\PYZdq{}}\PY{o}{.}\PY{n}{format}\PY{p}{(}\PY{n}{x}\PY{p}{)}\PY{p}{)}\PY{p}{)}
+        \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{GRAPH\PYZus{}C}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{GRAPH}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{apply}\PY{p}{(}\PY{k}{lambda} \PY{n}{x}\PY{p}{:}\PY{n}{class\PYZus{}graph}\PY{p}{(}\PY{n}{x}\PY{p}{)}\PY{p}{)}
+\end{Verbatim}
+
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}8}]:} \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{DENSITY}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{GRAPH}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{apply}\PY{p}{(}\PY{k}{lambda} \PY{n}{x}\PY{p}{:} \PY{p}{(}\PY{l+m+mi}{2}\PY{o}{*}\PY{n}{x}\PY{o}{.}\PY{n}{number\PYZus{}of\PYZus{}edges}\PY{p}{(}\PY{p}{)}\PY{p}{)}\PY{o}{/}\PY{p}{(}\PY{n}{x}\PY{o}{.}\PY{n}{number\PYZus{}of\PYZus{}nodes}\PY{p}{(}\PY{p}{)}\PY{o}{*}\PY{p}{(}\PY{n}{x}\PY{o}{.}\PY{n}{number\PYZus{}of\PYZus{}nodes}\PY{p}{(}\PY{p}{)}\PY{o}{\PYZhy{}}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{)} \PY{k}{if} \PY{n+nb}{len}\PY{p}{(}\PY{n}{x}\PY{p}{)} \PY{o}{\PYZgt{}}\PY{l+m+mi}{1} \PY{k}{else} \PY{l+m+mi}{0}\PY{p}{)}
+        \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{NB\PYZus{}NODE}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{GRAPH}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{apply}\PY{p}{(}\PY{k}{lambda} \PY{n}{x}\PY{p}{:} \PY{n+nb}{len}\PY{p}{(}\PY{n}{x}\PY{p}{)}\PY{p}{)}
+        \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{NB\PYZus{}ED\PYZus{}ADJ}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{GRAPH}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{apply}\PY{p}{(}\PY{k}{lambda} \PY{n}{x}\PY{p}{:} \PY{n}{number\PYZus{}of\PYZus{}edges}\PY{p}{(}\PY{n}{x}\PY{p}{,}\PY{n}{color}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{green}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}\PY{p}{)}
+        \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{NB\PYZus{}ED\PYZus{}INC}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{GRAPH}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{apply}\PY{p}{(}\PY{k}{lambda} \PY{n}{x}\PY{p}{:} \PY{n}{number\PYZus{}of\PYZus{}edges}\PY{p}{(}\PY{n}{x}\PY{p}{,}\PY{n}{color}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{red}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}\PY{p}{)}
+        \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{R\PYZus{}ADJ\PYZus{}INC}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{p}{(}\PY{p}{(}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{NB\PYZus{}ED\PYZus{}ADJ}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{/}\PY{l+m+mi}{2}\PY{p}{)}\PY{o}{/}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{NB\PYZus{}ED\PYZus{}INC}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{.}\PY{n}{replace}\PY{p}{(}\PY{p}{[}\PY{n}{np}\PY{o}{.}\PY{n}{inf}\PY{p}{,} \PY{o}{\PYZhy{}}\PY{n}{np}\PY{o}{.}\PY{n}{inf}\PY{p}{]}\PY{p}{,} \PY{n}{np}\PY{o}{.}\PY{n}{nan}\PY{p}{)}\PY{o}{.}\PY{n}{fillna}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{)}
+        \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{R\PYZus{}INC\PYZus{}ADJ}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{p}{(}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{NB\PYZus{}ED\PYZus{}INC}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{/}\PY{p}{(}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{NB\PYZus{}ED\PYZus{}ADJ}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{/}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{)}\PY{o}{.}\PY{n}{replace}\PY{p}{(}\PY{p}{[}\PY{n}{np}\PY{o}{.}\PY{n}{inf}\PY{p}{,} \PY{o}{\PYZhy{}}\PY{n}{np}\PY{o}{.}\PY{n}{inf}\PY{p}{]}\PY{p}{,} \PY{n}{np}\PY{o}{.}\PY{n}{nan}\PY{p}{)}\PY{o}{.}\PY{n}{fillna}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{)}
+\end{Verbatim}
+
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}9}]:} \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{CLASS}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{GRAPH}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{apply}\PY{p}{(}\PY{k}{lambda} \PY{n}{x}\PY{p}{:} \PY{n}{flattern}\PY{p}{(}\PY{p}{[}\PY{n}{get\PYZus{}data}\PY{p}{(}\PY{n}{n}\PY{p}{)}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{class}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]} \PY{k}{for} \PY{n}{n} \PY{o+ow}{in} \PY{n+nb}{list}\PY{p}{(}\PY{n}{x}\PY{o}{.}\PY{n}{nodes}\PY{p}{(}\PY{p}{)}\PY{p}{)}\PY{p}{]}\PY{p}{)}\PY{p}{)}
+        \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{MEAN\PYZus{}LVL}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{=}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{CLASS}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{apply}\PY{p}{(}\PY{k}{lambda} \PY{n}{x}\PY{p}{:} \PY{n}{most\PYZus{}common}\PY{p}{(}\PY{n}{x}\PY{p}{)} \PY{k}{if} \PY{n+nb}{len}\PY{p}{(}\PY{n}{x}\PY{p}{)}\PY{o}{\PYZgt{}}\PY{l+m+mi}{0} \PY{k}{else} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
+\end{Verbatim}
+
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}10}]:} \PY{n}{data\PYZus{}bilan}\PY{o}{.}\PY{n}{head}\PY{p}{(}\PY{l+m+mi}{9}\PY{p}{)}
+\end{Verbatim}
+
+
+\begin{Verbatim}[commandchars=\\\{\}]
+{\color{outcolor}Out[{\color{outcolor}10}]:}    ID\_TEXT  IS\_BILAN  MIXED  \textbackslash{}
+         0        0     BILAN      0   
+         1        1  EPIDEMIE      0   
+         2        2     BILAN      1   
+         3        3     BILAN      0   
+         4        4  EPIDEMIE      0   
+         5        5  EPIDEMIE      1   
+         6        6  EPIDEMIE      0   
+         7        7     BILAN      0   
+         8        8     BILAN      0   
+         
+                                                        GRAPH  \textbackslash{}
+         0          (GD4103071, GD4468122, GD95073, GD791183)   
+         1                                        (GD1685421)   
+         2                                        (GD2032795)   
+         3                             (GD1626932, GD3274230)   
+         4        (GD639917, GD3789919, GD1316637, GD2055944)   
+         5  (GD639917, GD3995806, GD3789919, GD1316637, GD{\ldots}   
+         6                   (GD639917, GD3789919, GD2055944)   
+         7        (GD5526704, GD976842, GD1316637, GD2055944)   
+         8  (GD2908705, GD1404948, GD9642903, GD3995806, G{\ldots}   
+         
+                                                      GRAPH\_C   DENSITY  NB\_NODE  \textbackslash{}
+         0          (GD4103071, GD4468122, GD95073, GD791183)  0.000000        4   
+         1                                        (GD1685421)  0.000000        1   
+         2                                        (GD2032795)  0.000000        1   
+         3                             (GD1626932, GD3274230)  0.000000        2   
+         4        (GD639917, GD3789919, GD1316637, GD2055944)  0.166667        4   
+         5  (GD639917, GD3995806, GD3789919, GD1316637, GD{\ldots}  0.200000        5   
+         6                   (GD639917, GD3789919, GD2055944)  0.000000        3   
+         7        (GD5526704, GD976842, GD1316637, GD2055944)  0.333333        4   
+         8  (GD2908705, GD1404948, GD9642903, GD3995806, G{\ldots}  0.285714        7   
+         
+            NB\_ED\_ADJ  NB\_ED\_INC  R\_ADJ\_INC  R\_INC\_ADJ  \textbackslash{}
+         0          0          0        0.0        0.0   
+         1          0          0        0.0        0.0   
+         2          0          0        0.0        0.0   
+         3          0          0        0.0        0.0   
+         4          0          1        0.0        0.0   
+         5          0          2        0.0        0.0   
+         6          0          0        0.0        0.0   
+         7          2          0        0.0        0.0   
+         8          4          2        1.0        1.0   
+         
+                                                        CLASS MEAN\_LVL  
+         0            [P-PPLA, P-PPL, P-PPLA, A-ADM1, P-PPLA]   P-PPLA  
+         1                                            [P-PPL]    P-PPL  
+         2                                           [A-PCLI]   A-PCLI  
+         3                                    [A-PCLI, P-PPL]    P-PPL  
+         4   [A-PCLI, A-ADM1, P-PPLA, P-PPLC, A-PCLI, A-PCLI]   A-PCLI  
+         5  [A-PCLI, P-PPL, A-ADM1, P-PPLA, P-PPLC, A-PCLI{\ldots}   A-PCLI  
+         6           [A-PCLI, A-ADM1, P-PPLA, P-PPLC, A-PCLI]   A-PCLI  
+         7                   [A-PCLI, A-PCLI, A-PCLI, A-PCLI]   A-PCLI  
+         8  [A-ADM1, P-PPL, P-PPL, P-PPL, A-ADM1, A-ADM1, {\ldots}   A-ADM1  
+\end{Verbatim}
+            
+    \section{Résultats}\label{ruxe9sultats}
+
+\subsubsection{\texorpdfstring{~Granularité sur les documents de classe
+\textbf{BILAN}}{~Granularité sur les documents de classe BILAN}}\label{granularituxe9-sur-les-documents-de-classe-bilan}
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}11}]:} \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{IS\PYZus{}BILAN}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]} \PY{o}{==} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{BILAN}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{groupby}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{MEAN\PYZus{}LVL}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}\PY{o}{.}\PY{n}{count}\PY{p}{(}\PY{p}{)}\PY{o}{.}\PY{n}{plot}\PY{o}{.}\PY{n}{pie}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ID\PYZus{}TEXT}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
+\end{Verbatim}
+
+
+\begin{Verbatim}[commandchars=\\\{\}]
+{\color{outcolor}Out[{\color{outcolor}11}]:} <matplotlib.axes.\_subplots.AxesSubplot at 0x10a1db828>
+\end{Verbatim}
+            
+    \begin{center}
+    \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{output_13_1.png}
+    \end{center}
+    { \hspace*{\fill} \\}
+    
+    \subsubsection{\texorpdfstring{Granularité sur les documents de classe
+\textbf{EPIDEMIE}}{Granularité sur les documents de classe EPIDEMIE}}\label{granularituxe9-sur-les-documents-de-classe-epidemie}
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}12}]:} \PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{IS\PYZus{}BILAN}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]} \PY{o}{==} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{EPIDEMIE}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{groupby}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{MEAN\PYZus{}LVL}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}\PY{o}{.}\PY{n}{count}\PY{p}{(}\PY{p}{)}\PY{o}{.}\PY{n}{plot}\PY{o}{.}\PY{n}{pie}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ID\PYZus{}TEXT}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
+\end{Verbatim}
+
+
+\begin{Verbatim}[commandchars=\\\{\}]
+{\color{outcolor}Out[{\color{outcolor}12}]:} <matplotlib.axes.\_subplots.AxesSubplot at 0x10a2c9ba8>
+\end{Verbatim}
+            
+    \begin{center}
+    \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{output_15_1.png}
+    \end{center}
+    { \hspace*{\fill} \\}
+    
+    \subsubsection{Valeurs moyennes obtenues pour chaque
+indicateur}\label{valeurs-moyennes-obtenues-pour-chaque-indicateur}
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}13}]:} \PY{n}{data\PYZus{}bilan}\PY{o}{.}\PY{n}{groupby}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{IS\PYZus{}BILAN}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}\PY{o}{.}\PY{n}{mean}\PY{p}{(}\PY{p}{)}
+\end{Verbatim}
+
+
+\begin{Verbatim}[commandchars=\\\{\}]
+{\color{outcolor}Out[{\color{outcolor}13}]:}             ID\_TEXT     MIXED   DENSITY   NB\_NODE  NB\_ED\_ADJ  NB\_ED\_INC  \textbackslash{}
+         IS\_BILAN                                                                  
+         BILAN     51.588235  0.014706  0.293545  6.455882   4.117647   2.705882   
+         EPIDEMIE  46.727273  0.030303  0.379501  4.636364   2.969697   1.303030   
+         
+                   R\_ADJ\_INC  R\_INC\_ADJ  
+         IS\_BILAN                        
+         BILAN      0.559194   1.049048  
+         EPIDEMIE   0.398990   0.240657  
+\end{Verbatim}
+            
+    \subsection{Analyse des résultats}\label{analyse-des-ruxe9sultats}
+
+\subsubsection{Granularité}\label{granularituxe9}
+
+En regardant les deux camemberts ci-dessus, on remarque que la
+granularité observé dans les STRs différe selon le type de texte. Les
+textes de classe \textbf{épidémie} sont généralement plus "haut" dans la
+hiérarchie spatiale, de part la forte présence de classe telles que:
+A-PCLI (\(\approx\)Pays), A-ADM1(premier découpage administratif d'un
+pays \emph{equiv} région en France, état aux Etats-Unis, \emph{etc.}).
+Ceux de la classe \textbf{BILAN}, ont une granularité un peu plus fine
+avec un spectre de classe plus étendue : T-ISL (ile), S-BLDG (batiment).
+
+En se basant sur la classification proposé, on conclue que les documents
+de type \textbf{bilan} sont plus "fin" spatialement que ceux de la
+classe \textbf{épidémie}.
+
+\subsubsection{Densité/ Nombre de noeuds/ Nombre
+d'arrêtes}\label{densituxe9-nombre-de-noeuds-nombre-darruxeates}
+
+Malheuresement la densité moyenne ne permet de faire aucune conclusion.
+
+On observe que le nombre de noeuds dans les documents de classes Bilan
+est plus élevé. Ce qui indique que le nombre d'entités spatiales dans
+ces documents est plus élevés. Ce qui semble tout à fait normal car
+contrairement à une déclaration d'épidémie, le bilan fait un
+récapitulatif de la propagation d'une maladie sur un laps de temps et
+une spatialité (souvent) plus importante.
+
+Pour le nombre de relations d'ajacence et d'inclusion, on observe un
+même rapport de "force" : Il y a plus d'arêtes d'inclusion que d'arêtes
+d'adjacence.
+
+\subsubsection{Ratio Adjacence/Inclusion VS
+Inclusion/Adjacence}\label{ratio-adjacenceinclusion-vs-inclusionadjacence}
+
+\begin{longtable}[]{@{}lll@{}}
+\toprule
+CLASSE & ADJ/INC & INC/ADJ\tabularnewline
+\midrule
+\endhead
+BILAN & 0.559194 & 1.04905\tabularnewline
+EPIDEMIE & 0.39899 & 0.240657\tabularnewline
+\bottomrule
+\end{longtable}
+
+On reprend les résultats concernat les rapports ADJ/INC (combien de
+relations d'inclusion pour une relation d'adjacence ?) et INC/ADJ (le
+contraire de ADJ/INC). A partir de ces résultats, on observe que les
+rapports sont inversés ! Pour les documents de classe EPIDEMIE, on va
+favoriser plus les relations d'inclusion, contrairement aux documents de
+classe BILAN qui favorisent les relations d'adjacences.
+
+Est-ce que parce que les relations d'inclusions sont favorisés (ratio
+ADJ/INC élevé), on se retrouve sur des zones limitées, donc plus local ?
+Ca rentre bien dans le cadre de la classe épidémie.
+
+Est-ce qu'un ratio élevé INC/ADJ traduit une information concernant la
+dispertion d'une maladie ?
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}29}]:} \PY{k+kn}{from} \PY{n+nn}{ipywidgets} \PY{k}{import} \PY{n}{interact}\PY{p}{,} \PY{n}{interactive}\PY{p}{,} \PY{n}{fixed}\PY{p}{,} \PY{n}{interact\PYZus{}manual}
+         \PY{k+kn}{import} \PY{n+nn}{ipywidgets} \PY{k}{as} \PY{n+nn}{widgets}
+\end{Verbatim}
+
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}15}]:} \PY{k+kn}{from} \PY{n+nn}{nxpd} \PY{k}{import} \PY{n}{draw}
+         
+         \PY{k}{def} \PY{n+nf}{f}\PY{p}{(}\PY{n}{x}\PY{p}{)}\PY{p}{:}
+             \PY{k}{global} \PY{n}{data\PYZus{}bilan}
+             \PY{k}{return} \PY{n}{draw}\PY{p}{(}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{n}{data\PYZus{}bilan}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{IS\PYZus{}BILAN}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{==}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{BILAN}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{o}{.}\PY{n}{iloc}\PY{p}{[}\PY{n}{x}\PY{p}{]}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{GRAPH\PYZus{}C}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{,}\PY{n}{show}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ipynb}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
+         \PY{n}{interact}\PY{p}{(}\PY{n}{f}\PY{p}{,} \PY{n}{x}\PY{o}{=}\PY{n}{widgets}\PY{o}{.}\PY{n}{IntSlider}\PY{p}{(}\PY{n+nb}{min}\PY{o}{=}\PY{l+m+mi}{0}\PY{p}{,}\PY{n+nb}{max}\PY{o}{=}\PY{l+m+mi}{100}\PY{p}{,}\PY{n}{step}\PY{o}{=}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{)}\PY{p}{;}
+\end{Verbatim}
+
+
+    
+    \begin{verbatim}
+interactive(children=(IntSlider(value=0, description='x'), Output()), _dom_classes=('widget-interact',))
+    \end{verbatim}
+
+    
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}16}]:} \PY{n}{dd}\PY{o}{=}\PY{n}{data\PYZus{}bilan}\PY{o}{.}\PY{n}{groupby}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{IS\PYZus{}BILAN}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}\PY{o}{.}\PY{n}{mean}\PY{p}{(}\PY{p}{)}
+\end{Verbatim}
+
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+{\color{incolor}In [{\color{incolor}28}]:} \PY{k+kn}{from} \PY{n+nn}{tabulate} \PY{k}{import} \PY{n}{tabulate}
+         \PY{n+nb}{print}\PY{p}{(}\PY{n}{tabulate}\PY{p}{(}\PY{n}{dd}\PY{p}{[}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{R\PYZus{}ADJ\PYZus{}INC}\PY{l+s+s2}{\PYZdq{}}\PY{p}{,}  \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{R\PYZus{}INC\PYZus{}ADJ}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{]}\PY{p}{,}\PY{n}{tablefmt}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{pipe}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}\PY{p}{)}
+\end{Verbatim}
+
+
+    \begin{Verbatim}[commandchars=\\\{\}]
+|:---------|---------:|---------:|
+| BILAN    | 0.559194 | 1.04905  |
+| EPIDEMIE | 0.39899  | 0.240657 |
+
+    \end{Verbatim}
+
+
+    % Add a bibliography block to the postdoc
+    
+    
+    
+    \end{document}
diff --git a/output_13_1.png b/output_13_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..6de78df9cbc3fc135767c0cea29ee7e86d86cbc4
GIT binary patch
literal 21411
zcma%jWmH>DwD!T>-6;;GxN8d(mr~rJxVu~M;9h8PC~n2w3Ium3?oiy_Z{EAs{qg<#
zW@U1cvsTXRnZ4)PI*I(EEQ5hciV6S#hMcU_R{((VgML0mMuff#iM8`VFYvAsa_Y#?
z=7($shJHtJlGSkq05shHI?VKHz%u|)19DQI)V(r~v%J03G#&@K&c@d0l$NGr371ga
zLSW6;(ZB^vG{GZS?ou)`PM+jM>XXf*`!R9L;B77;SfSuxrYI0vZ;_q(hcCI6DTQtY
zdOvxVJMNxeWp(8bk{YdN`0lPmynkl;j<=lI&)jAEj{A19b3&-!LEF^T=CeI06xyWr
zs0IB{P*5U)PcHYk&;}E{b52i3M+XZ(w5cE~D+`aD)SH%&kbsO$7r_qwDGs$Prjdk%
z1kJ|;^3MMr0Q&!az)qHTZHMoj^x*DgARICLfyE3t4X9USVqMhl{v0=uj2225_r7`r
zd)mkw1pz@SE+wU5k8>tn-#UCg(^qS2Ya3P7sV<n&>n2esp`sz<l;&8dSXlfD<DK3D
zai*J_n;K5yC~{Du??cBu?lX6eJ9@8tlZrZ^)A0-6`2xMr!G<bl^*YKv|8ej2Uo?7s
zKYx5<9{At9MNzCn|8IU>WRg<zcsR8AJA{W6bomoxDgF{tjG_a|*i&3IQKg<DIp9WK
zD_0O0(|672lay~H)5w);8GE&ogv6gaS<Eh9ZlZ1v;B8(Vfkr;)=}aUNT#tb%K2A&q
zOO4VU0KC!Cn0IXZ&>X5&=R9U2Iejo?#po6RMwZ>_p@dMx?VPtUOZ|f5pzJoVf^5Py
zBRE(-!~FywSURi$U*L^>IwXyN=EbW3HqgXT!{P+7@ZN(LJm@D_-M$$g%1LDjm;2Q;
z9e|Gmq6{!G=9?(ZwvlwpH)q|f5I(LT<-T4|vH*3WXVnPj_IM}%fQ1QSS1;3MC@%vO
z$OG=o*+2x@ckd^`+>H5&fINw5G4PCTOpFu8GsDPxuaB7<41UG>$Orl<J<f^Uy$*~z
z-Vi{S+>IpwV<hDd(=sAX7)&~<F*Xh-zy-vBGl41?0J89<*%5X~D&@?Y6#dTXd0ojZ
z3-c~EPwYJmD~yv2tw$fMHr$2>MB7l9O-@20A1^`rel?j4U^R{D=Y(vLnEC^mp}tX;
zOr~~BIL?3rJja3>BW1U{)w3K3y#EfE0{D0Y+7Y|gVeITCA;`uQpkiXvuKW8(D943>
zp-oThy@?!t3kwU(>e5nGeyy|f&E8T$K|z$85f@k2Z7fQWbWL5|rM8*`Il!@}!&omT
z0O&*nXh;z@;6Y!2b-byYY#}|EU%0CEdspRBZj)-BbRgy!PRkc%64SYunl4^eq;mlD
z3K07K;l;vMm2#bDnc}^0^>QS}d5H(JN?pgXS1W9NeHJR5NiHoZLB>EutxZWy4MRjg
z$g-`7o3qj2h8Q>K-UL%Sas5!N5GBOJb0s`2{YeMJcT;c)4sLrz1Lsn+5u6?nJT7la
zqSx#Q7&>l<SG=pZtkgOe#H(56;v=mZ&&`Dh4iD={gv?|t=PfQMt^LVf*3J1a;_fGD
z`6Nes8mC32=e;vzfrW-f|Iq+JWV7R@v;3w8P8<F1P97KS*qAP29p+qQLZ?#G;M=#Y
zi<Om?SO3Rr>)FjTD7E3?;olceJe0h>TR25T+S^SiAjELz;g%_46y5yUk`3>Yt2ZSE
zcg{rZ5812AV6N?YgpxlYb|X{wT}{J&>3(_n?j7(qaOm)52WDZzFrmtNtK+G-wCpr|
zMXiKrO&FnDmuK_b`CU6d!s+?i1evDQw&xtGu`tff-57x!PsGl-FzE8qrNFSd8Wk1Q
zWpLLeueDW3wtC(Ock`=`4$05-bgw@ab&K-y@-(Eb_ctXNKPp}rbrCl3n%^R;5S-qN
zyh#Bcr3zsD(5W%I&qNEJPJ@O%0yHq!rFT)`zELc{)+Uy;IM`x2E_u-zBoS6rwEAxh
zF~r+O6g5_N?+l366r^^gcw#sks}p_r;hJGj8OM<(!M)Wo<(=iYS^rC4R8-U?7!1Y*
zI7nl6&CSj8Fen1t-Q5%P+4kma8q^BE3aVrY5uCZSn4yMASmiHkhADDEJYb0Ty+aM<
zrH)8UJ#zGOv1IjrS^x>i)G*!V*;=r~(W{^FN&2*1Hw#`t8=X_3u(I}fRY3A4J}6V#
z@WJ5Nf`h0#Bm1slvx7+R`Ej#D%8jslKnnj4ak*9ggl5E@yc=dx?;R&wnu0}*cJPTu
z+rR6B8RHlnoSK<p74Eu4I{@@41d-yy`}b(>0_2AwNLWQMAf~8VXiF$5DY;T|TP;f%
z(j_)slrjtR4dAKkn4j03{$9kq>5*VfNj5D~y&z47Z4$y~b!Qjtu3k)X;A__Ggx6Nv
z!%3tV?$@04h63m~y&1%L+{WgXheGM0e09HP2vONhG%34esR~@IHHUa#{kvIia$HZm
zzP@IV>5!9?D~*hdY;^2;xizz2%oKFp@;qHBoj-63?%mv&o|*Yj-Sz78NkSqR4cOY+
zn$FM9zxRK-HJ>|TG{6p>gbHp&em>3O{!{^8U2W~P>%UQEy-q)GF+g2Y^AHUUt$<9(
zZ$e@r#7fAFi}W;MXzgZ+4iMPZsgDhL;uKlWSXc6ea)A)um<eQZV_51mQS3Wr(=jf#
z{LQ}Q+np4QF=)@-y~Bk}F<jC~_^ksvU8}>$38LBXyTA57Y4blgsa%L`Kj@3MH+8G=
zA#~I5INjSnRLQ%s!3h2_s`>VL|F=mm>qr_qmXeB!quVF<^-g~q2(ib>QXzlFn7)&f
z(`xXl0(*zs?YQt+1@>ng_RjlneJRXpNpTdy9#WN>+(71>&91AfE5Xato#)ANlM2R1
zkneS9ZZ7rhteT1j6zo`3a>NYgi+hYq#wR9JoCL^G0VXCU@P`i{=$mDNgr}qi=~mkG
zH(!m)O<_S{Qai!I?;ibQYKpSSmlT(#>zROLK=HbLdL!h^IxWkt`N>HESw0NM(p6bM
zV)7>S%6K3nNQpy(;PE`u6{dYU*N%4ut-c{IB^kh<74pT34ZCAQ#18!%sI}?sf{d6;
zm#+f^3=j)1bt)uVp}VkGcw!=9QI1k^nGGTgY)9Y(XlM}d8+U^~iN9RWTpU%kRlN-*
zGsg31o^3`@omS2tg_#b-Sywf0p<X>dT#dloAqPTYNHjdxye(IscfmNcNtE6@iCfDK
zZIxUM3=AiCU2p!SUrWu{+s`E~XyZku^~&d>jQlP>Ybz@&uePiOJe~X=9aTK3H6Kyt
zH$UnLLGr~Q;iBu*=nBE46BeXL?XD+!izmxW?KZ&jBoB!AU7O3nK6h|9ulnL?S_@+r
z>^p46t*D_iR-hoOFVSt^{&-wB5tGcQQbj7_^}E-K2Nf#KST+@F{Of*rK2Il2S}QIi
zA9mksRiWEgO+bg6H?y>yxBuO``(2Nv^W}CK8(3&|E^xj*UQF%mh#G$fr9nVg(A>hq
zWms=<h*<`}ht+<a)V*+V%dJBKv0p#dQ7i`XGaz)o0G+T-lnjy#is4;7X3e+^k_GGL
zD3Q9b<C}pO{X}`Ld*hV=NYM3P3cFF~Gp=Q)`N;R&$;mHboSak8yNXwdv@*f+3JT^*
zH;d=Y%pxNC9K`6)NK}5<(_Mjq8Op^+d>6}53jAx6)hI`ml^;+(lC0#pW91o|Mdcy(
zRt@8Oy8WWas3(<_xm}ms0ML=n;a6P$5pa<3^_Y1PGe~9zDkbkn!OxNhsH!H~?Tu&k
zFe+zGikx@DVZ#T3!OW@hx7+dJq`<~Pjj2o;yAkE%vSU}N>9=pwK(|f9@OS8)%l(3Q
zJ|V2^)Kmf<`=$E)M|1uaC&_+16%m}f)3&p0y9y;O8t7_auW$|4ZN&YyO7s?wym%v1
z)Qq@H`o$ua7rc$A3odhyIS|f&qm05m#ZXrR+EJ1>ffW}rqaO9tIXi_&5OuEf{eOG%
zhp4Z|VvFluEmY6cLLnWq9|94oZu$4K3@U>Zq8`T!s-LjWS3TFmPS?BMWIuiSqzUbR
z_i_TWpLWxX3@_=Zqi76$4hq53(_j0c*fn|+zv^>TNpQCw7&vvjST}~T?2Z6k&aZXJ
zYS|OY%7Un#RvTC6(~EGRn0Jqfj(u@xS9D+fs%Q9GJ83p~B{$aueUTX?`4q#6jJbY2
zEHa>oZ|(h7Jp04s-=Ag_KyurMr=pL)>$K`Vufb~6DRNy_UR4WpKi(YOBqk<~FL5XU
z>0<sqH&n0Z5us|u%FKZARQ~6h>h??d`c;QLD4bSi@YxHUMoyN}($Pshj~KnWOqFzf
zPft(hiSDOyZPBlH-j?3}kNj`<=bIFr%q&px#OywCI{Qh!u=X0hTU%38c)YXdByZK?
zar7Wx?Y^pRe*mt6OEhcdwI%E|6F}Th1Kxs4%chukBeNp|3*6{__7kZJLFG!mx!C3u
z(MiznSzRmd^S|ea9a_Id%MawHVMtdKQce15`LW1AXM}KefC19Lvw|B8tc^Tlf_AO3
z+Hhyy_8aO3`AQpk^+%-V4#^5)PW!Irk@*)`kSu;yp?dZ{xRV}ez6;k!yZiHOosJ$D
zG=vTIrG^a$>DHedu<HDlgW2!_?qCKNM7IuTw>?D)lF%qJY;LQl`qC>y2LGuiK<53c
z(f<+@WwEPVyLaKHO_Fub0NKGqzfn$A-$>KTeu?ypB3p;9!$Ap3HW><5Qh^abxU&+2
z1K?XMHsUzhcTh9`{7u|Tiv;^S*$>2A@*`Qd{sil)L~LX~K9P4br=zR%m?cP<`9eLd
zGYFKV(z_&t3_}Db#BL+!cP(-hY+(-jaZ^RKG()5o6_?Bf%D-zmMi!Wj?)3VdOEt(f
z9$Jl1s==X8zV1tPE$@fd5#{Q!pf<1Mch-fJcC((M_|0+CCt{F=>0B1eHaM#wdv)L=
zMI)08$mU{CBJxa_;lWd=@>ltmQSj#4N-9?Jrhhtm(#~i8&rm-COpnG_$gcDIz!s2!
zSwXpzCaeB!>l3>udU=pl0as@freV6XBe~^Zbk`<boSZMyipT=o0RouGCiIHoCa-+5
z`R@1bQ+)Q;KUMl?YX6x(7*GmA(fI=l%W#Y5+1hr4eNu9=8p5aC%*;$$+rJekhV@pe
zF(bP)VG=!t0S~)%+?L}N4&!T3GHxP-1CN!gWGooV8}IHrdMTHMzOCCPFD=O^tkfCC
zJkqBgvkCHMw0H3CFcCze8_!<oRMNFeBHnpkFr=f~!ib=#&2fq^(`_O^Rd6+X{EB*3
z_~qbDe8=^)f@M6Fc))ejdVsKq+y3NFX0;-^#gkhhOS1-D^OlyDsHK3zrdTl8sZy_r
z?XE8pPe%M<Cpp=3-QP1g<2!MP9hB{F!M;*~+<qJ9qdh3ew^-g*3cgR)s4d{mJO909
z1pP#&Z(Z`tf+<x)ihvFW$tyzgyFcp?Sss;c!RN9v7B+5fwY!|RXU4#>pS()aAXbA`
zp6j9v2bK&T>!gRP32}Zt&4_IQk-HUF`VOBPmrC7+GPWd>zZE*WBi}!uA%LKm9yb1i
zyO>Su<o;sY{^H_-4ImctYhFEYbK%Q4p^;%jRn#<ah<DcQCkD_ahv8{HsNy80B=Vl0
zV!A$V*DjU}y8KgX7)kB%S+B;Dy+;*XS)b8QM~^n<x)%}A`oj;O*?T5`IjE4vh9Re<
zR5@kEgYH!Bpj%G9X^!xnN3Ve!wPL%7L%w&0yEfTjbp^*CFIT5sg2}3-=+17&>W|-I
zj#NZ0(m4%?JRRNhj~TMS+w>etv$(8QqRjZ{sJi&maUCaB!2KpO;I#CR8zo^|+b}(q
z#`$-r#ZS)Ux_L<OrD}Z%$6rR><T{kL6HlxBA5%lp_AfK4)evHU3T^=_*(9nfHnI8R
z$CLUKmdinJZ|^8FhvvLD87hA_E_%UK{+y<p20epK3g@v8&J4GgkuGbEqMNhfD4nNI
zYiE6i!pTEJBZEg)`3&#2I;X7b_I{KPJaqF!j+<~m?Hm#@*mFzhZhyfKV1Q}~gHMzX
zP&1^qyt>l|G-M_u?0jsdu_!n~9VqAv061AOIh?nOis2J@KbfTZCf*F6=d@n@E9X73
zr*lHtThO{y)6uzK>}7Me=W#llOj0`Y-w)Ehy_^Nc3-~|QAI^1keLr7XH`)V?cQ1L7
z&vwOguxNCY-^gSJy`Qr8w+v|g7jJ&`+RYN-Ew+56y>W0f@<#ofgrB`=e}J(;mX2-&
zcwrZ@SmUf=$zBd-#Z)eld@FV8^X68`31q<X6+7v(wuKyr#QCLDIKSr3M}BF~<A4{Y
zGNh*3j_wp=VHFb^K9#j^DUu>8Lhq*K(C|NWl!T21{hYpF%%>h^QLw=+8#zgH|C?`D
z{_ZOk<^4ckZ32EyQEzlrcly*opMU4Rt@-cHS)v!&`&15K#DuFN`Py5E2ntHDainRT
z&zbJIGZ22VwMBaBX-aax!1dt`_#6i}AFE2M6qM09m$82jp9^lcSJFb`TS!l3v(W>|
zaG9Wi6*!Zayw*`lJq;TL{LlYp#?&ZK6HSaB3pVFk7etKQOR=36SIL&UK(_Sq%-hYN
zY{Fv`DVY03+FsVmF*gn<yi&t|O3@;mqg!GfmknH=W&ootb3e;vY2Y1j4{etsEuM35
z+wx3Q&tp%KcAR>R5YV^ca5bB!cZCg6?~3n#{Lee~;!`bb&XlOD?Khy@qVbIPleSQc
zc%+-+g=zi#K6HI)d4gZ4k_Y$rhd!J!l_Fw}bd;R_N0)oCqM{`dT^;>oR@91@jM!En
zCb|EV{3dfIkLR8)hOG#FTRIaPtG+m14b?kpL%I9I)D;-%Hw8oQ%PZe6#;tjQ=i?px
zoMGBx@{!vN5f?wd_VU)zHOtA#9q?L*>F?VS4EGnsEHRk&Zqp+y;hM8<Ly_CrUSP%b
zIbOULTg%AZewn=$&p1;gV8BXkyg4g+M?S4#6>S15kk)4J<%d^d0iXXHvFadO?BlsW
zhW{5|`^5buCYW}(<aY?&k{lWaG)gp6e6TK|XRh8mLuyI#<C?ckdImUvagFvDr|}Pj
z-ZXbx2mf|{;Xj|BSlH=yQM~_N2{D}zfz96Y4@?x3PGLqmCVr9NWLL}3t6CLdp@ciV
zSA8xN^{<#b8eX!EkV@MN0NxvOl|0+as=V7E@2uWUBx2XqCnO;Gu>RXbGE3xgl%(!_
z%+m-4_*-ERc4RqTYK!*^C0PHIa$$+W1KU04!0J<#@`L+m^aE^hg|(xR)~V^iySa+7
z87X028#!N5j%J*0#B}tY|5g;+33EN|auAlCg(b=+2@y*^ZTDYR$@?ykN7jnv^AEsA
zM9$xB&zT~lS%<S%Ma9-{JPbyHnAM%v(yJJ`!rkwK5#NOVJ($uAQJfq^fHo{OQ3dVo
z9cks+5{G`BJOuTa0eU7}QcueXr^?-eenvyISIVC>RLztKy;NtuWdE^351KOW``J*=
zksFB1a~OT~30;LMs8am&52WF(SMSY-!oxRt1la&Ljmv8xZfb%8KhkzyUp?n*3|SH*
zrHz^?jc(<9wpB~M6qX4x$jF3??h!ha;zz+}UGJTzvo3MA|9qe<&$US1HV^y35G*m`
zWT=Y$3GJxB&2Hj0)Md8WO|*S7p-CaQp>f8f5)FlUNoEt8cjva)F14iUz2SDWn$GTf
zl|!Dkaz5^xifh@x?90QXXt3SMUqzq&hrkQFUsEkbz*x)odBv}I#zQF*H8PHdvYVZQ
z#E<kCM;1P%_byh1Ybaffa7>E9GG?>)tvzBZiAHfO-D9eys?!DWH0O<@NU`-f|5DBJ
z@`%uSB2zTBecfe}k*`XvYJGkom}cOF<aMVS-Kq{YCrW1ej6ZUDdHS|qKYJL?Ah2KW
zPuex??<u?<+9~;GA@5^*;=*dHYLQDvZ^n?FU+4j^)zK~U>j4COz8K-f@qJo3fk=gy
zTfcp?l;e@kUS{a|j@Rn&-k#^l5=IC%1pd5de}yy2Tjlr7`MhrV=QS_hj>KbQjPEE<
zzas+U#fMecsIbtm(ni+o{&Rs?ib)-o!%+);E4>L25IV#`S;Ufa0*?hx=WWJbYLH8S
zP%|UZCuBg`LJ^v3ZcmwXv$oUN`1S#Jneg?KSWUwT!`uQNJ2RX8l{bAWZwtWCt*&wG
zDA|ez!&^9`32z7msd+k&qPjDOl(0f2u_O^k1-)fPd{c=fxeF)T<rB^Fr7Z2w`ODK(
zrw3Wmy+!nFP-E=_byQ3_Ybgo!dH&LRqnmqFfwVdKS)ge~rWnlif{m(lOoI*1!nku}
z7?+O82rs=4lO*7Wl$<wpZW9@uNFKn=0WoH4phsp?edO|%`=ki@wZ3I(XRDwWi^lBA
z-xL6IH)3qypf}DqWlD@?%&QoFT9?<a0)=G~*4;Sb;;b}EB0V^q-2nsMSM?lg`y}ON
z2S$aN`QMj+>mLluPsCaf>4c)nf#<PxX*YK$l)^XKSc1p4Ql_gL5NO!WYIO?G@(0dr
z+|{UeO4&ncE3MV2(=gm%PR5Jqr%t@_8G7{t$)-}Fgwi&X2SdJYg72CrR!M0dF8W#y
z`f+->^_J_6-a(2pE!NJYX{Q}grt1$Gpcw@dbgJiOui=k@%TpQ`N15|b<Jzy)^z`+v
zs8Nqn2cP(EHhF^1zwsLh5#bVAd-wLiKu*7gmOch>|LtbaYwx8AfOHf0u4Fj$`rnC!
zM!fp5S2aJ&>-*kRw00`z2!<`6wvy-tE*y-E9E)Ky$NyRp{K6oBdCMX!(syJ5-0h^n
zwr#7DTxlAdDs)uY=*Cu_G|Ic_5r=%ie97be({~tue-Igl{Dg`&k1-LrOB&r}e`Eu{
zgWM(Py>sZ|YXm#=Z{3}WuW~&uu&WI}&}S<EoDa@<yQ3Amzc=u!@xy3*ZAKFhXd>|G
zpxc^fmHH_eLa484LOjXx0;Xm}T&o{@LRe935Nf=E$hm0|htz??%sTsxy6l^`jZ%9l
z&WgMG*7-`YO;iC~nD#SAvNjr+z4MG@nMOSWM48y5eEaIimt^YXAyrMo@TRvLp={rO
z^irQ&KR?ad@CJzA#f@`!wn_Y27r)+Iv+&n1?;E#x`}5VEPxC;@fKldUd~nxt*&<iU
z6U4bN4&H1tbbeW9522u1f(U$%@e1j3{w9bXYp>BoAF$cFEVMev21U!~qMbwpsGd$+
z-X{CI-X@MmK9HxS%}y>HfG>%NapIQY3oiv3HHi<?uJ2H3)L+Cv3Kgx9Ki5^df-dmt
zgA08tVN9NoO3dqx&U`xs90gT0UY28QfJ(YxC#kOFNacklH2srE;b6v3vq2u9b~!k=
zcjEtJ@bE9s+S|Ute@b-X%^gR~YfpTYMO7{>toeMEmaxp0r=y)Rk}<3Q9tPpqYlJuG
zrj^>-RUhl4S&0D4?dof~?dvJsz}MZ~@xT~827SRsL>v3}ZKw$64l)Z11}G)5s128c
z|4-bb6yIj9Na>9mw!7%&)O!2Db2Z}W)O$bwRxXlR!0R4hh_kIzPKO`L_l(u|^Es~C
zi<*raChRptNf7P$>a_My{GG@t+N?H6xjPS@4kgARyu0KY`^fWn{dw*aSzn?g{2;@9
z$<g8k+Wczz+c2-uV@a2T(#P2Ij3k+CKJV6mna30N@lIyS)-%=i`^!2eW@lSoL2^vL
z`<y$W-fK#P?Hzy5I6j>$)DA5PA6=wri?`tb`x=@=k7T}*IUf<+*C5N477B^s@4{K}
zRL5u9lpY;dVUb6DoV^Hxexle0xLr;Lcd5T_-UU!>`jSZ>yeCbS$>!91K0IPKH<gaF
zt$C?u?vk{&Msa995dv|7kegQAObqrfim7_Gh_YdU>$tccU&p|m?f3hF;LQB>YSV0S
zv48<?R0Ky`XR+HN`)^y}o9Y?`MHWW^rSm#fwT;5NRZ>WsX0>X|{q@ObSKKrnHM8nK
z*1G^A%ncm?%kxi5D-X<v_|Z0a^9R8rYQVrHxKntDwuykmQ5b3%abLLf<k^;<CU(~E
zKIoZ`jTbW$3%9VpDF&ahrdY9i6b&xY73KKm<ly)x+}vqJNf3d89;)?c{)r5W20^W3
zYjEKTPBh!$F&x6DDw2BBYqS>FVk_r)^+RjEJfnBEw^V;Wr#O9mmzMPHp5(onWi=s#
z!)w;IBV#g!0@BK!4_$BkI3<9eQ11adzbS0r{?~d>Qn!kEYN|P<HBVSNBMwaG%BK|%
zEY7?SCET;^oIJYpx5y0D;y~2w561K#HtMABy?9&<ii=l!J#O{9MEP6%Uew-z3d)D_
z<l}2P*uR^4EELn@qimsS=HxZDvs?b?vvv}$9TbvPtIT}meGeggB@LUtxb`4U<UO79
zSFHQ;ra1R@HLkvkv!3YtHZJ9wlB(w}g2{qsklVd7S@mv~M6@deH!E5RPt4+Ou-LOP
z1^?ym*tfvg5Dk9!b}0rjE5@WycOfADS5G$o!{Tzd;95E9rWgB5^|O6)6!ww<pFk|e
zj%vV1p=Z)MI^PwI8XMpEb>ZV03%n91^u+iooI75fAla+rU)cxT#FAsyoZt3Fs#>~y
z=rE)^ht@f2V0+T6RNe6?@0ws<q1##P3}5~0*W{{LK>?HL*B&gs3>N2eIX<?k^j%)}
z=Mm#9{ES6R;t)Zt<Cmjv^Ay5r6mLCrdl{x{L{$`fg}**&SxQ5}f%%p157j*{<{K6N
z#CfU6WsX+B{5So;*hP|umvBetz2N2FFU6w7ld>D#<&Nz!Dq5_ceRmT-tM=s+5q^8B
z*83#&rCj~qc!&{vgm=~!eVV5p%3x_$xYj{`vfo99(M$KS#wyJCb-OpVHiP)~|7rmO
z!>~%#ohfXLv82pO1}&Ur#QqhRcM=R>dPq!N{!2MUfw|`fwL!f`OS~_%eyZ5!ain5)
zV@>58K0DfeFDHi#M~@Pe4@Zt&63))=_#E#E^!QG@1J~Zr!#A=yJ|2?G(@y{An=h`+
zI!j_q7oXvH@_58BMvZ7NwG-N)sl!Xt`}V`=ow<v(2ZBsnUP<>x@HC^7rG@hL4=(YW
z`q}m84T^s)L2XRGjD7-}8g<t;ZqLowu8x_C-s(cp%R&0W&(PEt>_AK4SVw`WF^_Cw
zZe<>a&-2d8h=slV;r)qt^aTrJ9iNAt`R`N30iD18n<QH2<q563n0t5;kHX*Yes22(
zO#3*y`5?)Xx|yp34i`;0SxV3WWiY5(UnAVplbi(~4gOL|n<8UUh)vpM+z!%CwEy#Y
zzMnz-U)=7vMz6)BvOA-Prz?I^%t&9q8<q}>Gee(>_xo^aeY_C=>C;!b??{ZvdvC12
z96N_<?yUj`iaDE_3C-;YBQPyCV26=-Hk1R&CKusHsq{8JBb?#8+5WBib2C2<1B|wM
zU_xDwIV*poLE1YgI<aSPU5w&Q1Z^YpuL$Ak1um{+k02|8_nSg(2eM;-%<f;0{TAV4
zYfLfV@>gTnM*NG-EA)s3Z>RX<DvQJCN^u}sFfz{k!n1`kr#++a*W+>(Ti@^du%o1B
zdnrp?j(8`J==b&Q`Q*!it5K$mwV$Yw^8uP*iM&3Qi~wN6*V`;rK5V2|Kj^=HZiu7(
z)+?k)D!ynrPr!jaq<r0F9U9Yg7Rk0IdYLZ?a)Czs7NNma6pW=3KAR9s1IHRe^)5zJ
zlf#0eFx5gTWbQ2&?PCCdd$w02vSb62yJGiQb;&pJrWmt~Wg@mqoWla{Ugn#fZ{JML
z*dr1j6bNt61fn`?oYQ}DVo<z`_uD^*!6#_z7ldwvDN~tA#-jK$HkL{1uV#$v*_unX
z=da-r68}YLbG+ml?=^g~I!ts_f;qvdioRAPf&Jej<M`1K1;v#8GmR1wd%tbJ*z56c
z`apT{!;AY5)ru<P9Yf4C(K(yyP+MOvudUX0kMEn?RE=%XM4#5WUnFONAA9`sLND6I
zUKm!-rkg_FFD#Nc@s)shtZG)^-B(MDcFXQb$uqMsO>%|u!2K$!{)I|wGglT_H9Zfh
z!ee<|HnAYib8}>|dfjxhm-H@{QsO*{TWDV57gY9%en3@dKh$&Nwo;}10gmf=S(w?U
z<1?)|poqsfPZM#0f`dhAGmnwI79;jf;xf9aM(^!g!K9Vg5B)ALEgJiWfy`+7lrAQw
zQ3dDLNB63r&M-~^R2&~C1o8eB{brg5vNM;HsFm-~VR9ap!Q<T-I05LOz+C5u2|)3t
z^fLu$<lVu)YXLC&(=^qt%;}3>_L@uM_>Xv@9>_JDY4LcN>MEo>)#pV=O~<>*^*$!=
zA5XNvb*WR>eG7+q0>Y;PC||L5Q2}TwIAMhN=u){ukS?#D64lwnH(dOHwBxBzO;^vE
z9Kg=ieQx>Uat3!P6wxJD&Y3>^Y-wR@jQ)?DFu6g!`Ri*c2j>{#9C6?>KA^wp2qzRx
zN%fuiJYRp~b3@lj!ag-PdP($><cAW4PgNsR1t~2fRXcWuQI9j+2Pvg8+eflQ)kPD|
zfTx_yyHhzgR<*bBhr|1cQ0oHwF9;9IjX<6!6oD^Z`SQ8XA)DgMvoJJ=m+?bvZ9J`K
z2OP?TZLYJf$`R9FzUp~QAaZ`~;r0y0Ox*I#x-D5pw}TH-buLP8cJI7Oe0iZ5iRI1=
z%=#^zDKL%DGQHl2zywoseiGXom<)C(Gx{iHL*s+e9UjLy;@O-T%p;Eq5HrTFb1tdx
zCfU9RKC<PX`L7!w&pgXl+w)~;T6S}v9($NfeqYW~vAA*dBXtg$;ju0dU@?GaylS$?
zP3o=Q^#o4o@~I+A#BmIesL>ogL|tPxj3XhpFU)+-r4s>j?ShO3+P@5r%vu1%X=Bnd
z-|Omtgi7^CbGW3CA(dA;^ktWV?ZxBQI2BVzSJA8*4e}(!dXu9@DVe0dE~%#~(b0`D
zH6p-F<i0a70N}$kCvpBgg~ziba=0oLaXEgE#~yh^L^irEV?-F7@+)Wqfim(1@8VW`
zO)}x%Rs@K^C?K53&@iTCaLuVDvw5%T>HMk1lSeOr!&cldV3XI#FiwgLd*^T#N~M$4
zbKK__^L%cr3)IaOxVs_K&-o>+g<Ond2ggnWj;6zS;*q`M9Ro&WzM=HjNR!*Qu-6}d
z;fMj)iJ9PRSPrUge}D_7T}f(HB18gv;j?SLO#@=aU&n#JR2~v}U%o9`Qt>ZAJ*T=F
z>lY8dhHn&x0XGOKDbPqV+m!nT!BUSfL?q`!(h81hm?~Zz_y_QtOWU)mu+hHor*&M#
z4mY3Csn?Bq)OK<ok^z>|t$=Uj>8CWK_-lkU#e?GrVZuNG(_=Wu0xRGM+=qh=Prn>3
zMKW=a;OQi*a6*mG{-NjfpC`2KS^`^-3>$VmB-O+8t%%Cz=jRj!Il@f11M5#&3kqx;
zd;h3oC%CdW5o>}EFa!R)IUK<c=<Q9DQ(^ce<%kQ$_sd3VwK7IQG25rzqlF*y4HL2e
z7gJNV1PfX4bedR?rm*;dh3%C$1V+l<ySVz7laMsq?q&RXkSyTNK!tLFVwkGnMnQf!
zsoEwZR;S1Ib^T#ITDVNWA@@f?*>^oYOw$d8A0}sA_qI)O9<0m?o_-vCee0YDtY~K^
z3T^by(w=gCYZmQ`UK)(-3Q{bPbU1+6l#k}Iv6uA<Cg15`f6bxE<nS5=08JG@w!UXL
zI@X`?ult7?_<Bf`s&6%PwMSx`TGj318YKVBEpdh-L5uy?npSuqCl3AkVSTY9uU`Aw
zXdf~89=6B1Ye1Q6i&K9t%f4UhDcw{dIMg?*c3>;E_l+H7l6@z9*ntG{B=bA{%HeT<
zr+7jh;4fx)`%dh|j~UqL%JD<#7S&o`ps`bfjz$#SInf6vNwrvef5o4w@S2O~z^nJO
za)P+xf%S5-_z!{hJ4F(+FzF;7WOS%hvHhL2CYJwOC^<rGYIs8T+Ite%N9FKlDw9FG
zDZ>&A$7NQ7#y7CjuA+!0jnUZ_lXnOoE&3ekROlDWVe*@ztmd^=<B#L@edx@ZfZyM~
zCx}>66a<<)MLlXKn~u_W>wl#BJLmrzFs8CkK{2CKoOT{uYiOMuk=f?jo4C_OMMfu}
zCM9hiq4PWy|8VfreJj0(ZE)aeSsJBldYix7n>Jn_))--hHa|o3Z1cen&vf)?Ab0$`
zOckfFuMW%cDxZx+lFTV_Qm}`gbF(K*lhQK(0?qtznF%P&O<hvAHaXn1&;5W=D>5!9
z^H1RT_{4qRx`!LxTFg0B^_|$vl`Am_2}Wd28;*tx=AIVxbwV)PBBl}nl$4b88(RHR
zvecTFm$wJam`6b?LbhY2O*N_wI}SxMR~@we?d+h-Dk#{_Ft9_?ujAi4<FIIYGs$r}
z`*dC9R~YplbTEcsNm?)D@r2_qUO!%uhSf3*_gKde?pMrB>Wy(MjB+fDaWt11V~=ux
z=a3oD-1IT(U4(g1ky31k@IS%s=pv#b8pw9jOjT-6xuing<y!(PupdFfKF(sMc3K_V
z7eFlxIZ|%ua@txyu`7-$HVA8T?fEmn0<(g;L8fxWq|#NGJy8G%0PW+%Pj$s_1HeA9
zY0<yqYse-eCnVd!$$1`Fz|0jS80IH7t;SJB1=&mC*SPK}E6K@4vT<@=gvuAXpag#`
zEG#rJT$p44mncNULMv?)E11cOwKQ=O4Pi*8!$Knu2vC?xD}-vU^y9XPH3~u4tjU67
zJ>f}L?;wAokR`>6r_y`PxL&#PExOL!&lUfb1^v~>=x8AA(VW2ORSh#<LoYCv<|vou
zunhZN_fFO!LiZ%}YrkY3LC=8*e=KN-e>H4lc^V9cz^20(6Pu2HlIqy-IK&t-jlrO&
zApudrtiU&6zV!l8B&OEcuSoztCnVfQECbLcHg%t(k=g+`GQfrwG2WuKTVrX5EPy*^
z4%iKVz@@_)f6$c$Mu|rlXed9jNB4h|m6sPP{939HK;tsn>gwtdN*CDk4R<KAZj>>c
zoDw3xg|!noJ2q>OEo3tf$P@Qr9YyKH8%{Wc@ibK_g`4w58Vx_FPTIV`ih<;RE2tSP
zol8ARk=HY#k>WX4!Tf}S?yAi(YVz?@#&H98>Kv*;!(Nf98bU}fdcjPLaVM&@CWdI;
z#|fRh)Wtkip<GSjyf0`8M^a8gfKbA(`5E~omOKiK4Zn_r8w-C@Q$_0hRVPQQO8daF
zwTo@T%w(i<7?3!O7er68!}*?z2DK-wB%BP!4qC$k`T-8-P5YMsmhOE4s|{bZOBBz{
zdD-gwZVKQE9qHp5kgc@_jFhZt@wfRK!nAk@tUGQwby7u@UM?tqR+eM_5fPLNC-7sA
zbZNo{<3#I=lSy5+gvone;wTj|Nz@NLJ%y+ZOSt3C60nI{Z+c4k;gaRyl4RkH<_<VL
zD7>sCOR!mmq&>VA@bl>=PMR%_q`@SJ>a@g~`)0hzmn%Feq?D+!z>n;pYid-U&7MYw
z;U}2xIw?2UZWTb23)0A=@dG>yNcW1?B7x#zo<B<Q1NS7|Um@CYM0*CX8`wB6tI#<=
zd}V-Jh(^N{$2~O~H3WQ`uU7f~oxe#*HTC$<xBuXT@HwpPR~m=~Z4b_sGN$Y&A&;B>
z2)U`D+ry7sYm795>>Op%CL3&gK-zg&jvE}m-I9~F)}Gj%4$Tp#q6&ER^D`hx+?YHX
zafyZexk5Cp$(_?A-F1->QQZrBamF?m(vE??RGDnlsFaJGwDWlNa+}m?7c9biG!a5Z
zjsqesh>e3V3HNvS;F-z4FlT*1yhuQbOgMnq|1_JG#M)rp7{qDuE`JkX_#=8%lLRK@
zf{0mvX`sTP062hd7RbUol_xkUH<Fd%z8T>7U4BhW%`xG)EknLJKnZJn1<`aQe^rHO
z3jx@w#GpDL(`g;B0~{D=7(uoo(&#t!z6GzDcmTAzGp+v{3KwZ?R+2wB+137Maxydw
zBrzxW!@u15<GsKA*CF+fRb)eVIRZ&%@e*YMtqO^19@%A35wI`AFy%^JBu}*ClL3m^
zQ_AP&5D+DugE)WvmaZ1B)-1KjkL>G|GH?}-#$`*zP2GG~g6^o`i^w57<CV>IO*o+&
zzUn%&ar6PChEb17#)HbJ&H{xx5i?yxHsVu+vGM%oN(>Tc(cBooho?#iY6I`%Ol(@h
zkpBr2e6~{Q_|eeA8pDYOss{Xab$r`NPd~4H_rg1cxeIKsscVSO;s>-L#2H3<AEopF
zJL8xJf%soD2W8{gqGV+F_$dYIEZ)gOvrZX41!&FXTGh8U!fiultxQ!p$y4;0U3I&O
zb(mCr^(4u^za7{p4yFGaGnc(bhQO!Q`FKB^<vW(r<$Ju>lCDdb)frcH3g$mc%USvP
zL6~ePdB4G?Vzny1X8DG*zn@4kaY%peabx-!+tlRq@4WQj;L$v;AMb;ZSH+yMV15ND
zRR<|i84?*!3&BG!ZnC*5EQraoGZ2jsLcW|B0*n*0DSt2<rcnx)>HtGB-oo=Ob&;j!
zjV&EBf+M9~^swa?m1-@<&RbE_iUcs>ABx@P?_fx;=<h0O8hVg=vm@n)Kg91D^VxwF
zguB@<bza-&>t%P)nszNxawCilLYme{&Rb(wiqbh7Jufe>v5V~i;m^81!0C$Pi${C)
zmF$&HXT6@LP&3lBXBA6-x=~Xi@7j-<D}bL=OS!Fe@v=z!>VzeRQjpO0uRL_soOLzd
zNJ|eXY}BRi-6T_SFE^&1L2?BTFaiUqREzWzAJ_{HH?2aF3E{&!Yx6yI%|H9U@G>AG
zXk_z{Mn}cG`;3`YrC+YT^es}m9*ey|k2-`2OWNIvqf9cWu~bhuy$phC@6H=sIX5}a
z1`-}cCM+|?FUJ|R!B%haKCHAixSD~vXT%}d>~!9NZ7vSuGlJv5nUZS0qJNHFi9RL=
zxjQ{+I6feO6tc8wy^?|5WS=ueewSx^fI8p*W>`__hKPhjhY;Eky~JG{vA6^+ZCN58
z(i2UcueGn<y`Ch>Sj22DpLO-5<pjk3;8%`Vh3cmdyJ~0XUQeAAG2+4|5~DdTC2$2A
zKGAt_)t+&|a8)dKC0*3I)HPXhn&9$M6uA;;7w|m&QyZl3z|Kz`trA9zHU<Svu7)C^
z%<a$-@WvQ2pRsBW&aYrvCj8wo4ZS@~e@D@nnhpTc@P(18JJ%<N1oSRDei>l3EvhU{
z<TB{E>j!y;#8Ofnz1MQ#E2c=>*PkDzRT*n;U%b6BPf*z*x2<Uxg9eiF9diWw1`NWT
zO&K=!#>6*%mRmGlMbYU>;LEFAHjagahbq2)9%p8BhX`tXA%>hsCPTZxNUHhC_dU(j
zWOD&zvE|VItHa6KE9X4(J$5@vM%+vxg9qn=nvz*#R^0lfDC4j{I5O~ZkOud9;SeLw
z+&y8xu;cu>qwy3O!#WQF3j<*!fa7RMP`kk*3|ebW4AJLRzS?V#LUUmtk$#}JH>e=~
zPI!bKLQysBf4S~Km6jDvAbXq;BOf!AGB>v=_g}Xh*OwhB`>GR#9=^p5NszGp{n{>H
z*eHz?=`3Zq+l?#*&3nnWn*9pWA2NWBp+KpF4e!?!@PY5Op3<@73X6jyMJuKETWPp*
zvE$W^EKmH*^ZE-Q9`JSc!?MU#L4YJim@|1!3TK?kAClAOyw%H<L)2Q#h%{l3<&fUI
zXcp$F&#5W;%@a<UBc$YhV(V6{tlY%WIQZ%WTRPN#d1o|oofg&+-4Hw7?j0NS3$GHH
z1(0x1Vrm#t&xIr?y^o-=9pho@3jNNas^cCRBI6gVBd6`-x2uB|x|L>|Mtjq5i+xV+
zIR)>AOV|qi7G;iko8#+<j-51*Q{NhonveC3619tq6!1QWHP&+Z7@M2FG#Ej6NUxZo
zY?vhex<7d^%)^rUAsmd5G;2!_3i)3*e;68L5^44fo0Fb5gY(MZ)NGoZ9ApR~v?i8b
z#KFeFXZf*cy(i3LWG?Bw^ZJ6gv2-wRpuYF>fV<{;CjP&g46xs)#*GDTRFD9t3uZ~Q
z!@a5`30JntIPnDIHolgRag#_>QIw4|h;+{I03K||Cz&~B0e;WgjxEBNCd?9oLH__X
z0n3afBNYouPy3zyU~zo5PM62hRK{%8LY3cto<TlE5BB7O#Nkbu0r8v=3!Z&f?iCj_
z%w}Hi0NCGPPR#>BN)%7S3r>J#V~yy>6S6>B58}TZZ0fC?KWAEjd4+G%{Z|gGm7QJd
z<wFtNwv<!2mzCi5eq7AaH*qJiBP8;cMP|;|;^T2LA(yjWnRBL5v5Rgr#(1rw_u3}8
zj!AL+qh7?|ksARcRI7i5+H8e$8vFRDzT`MQ56iV4mm9lkS8LYxwDDF;M*zb-k&<al
zR=F1Rkc?+c&8O^%E0`G5m@(U)O>qeE$aUXt7rHULDQhpD^X>bUOSCiZ!vUD|A>t=X
z1wLQyKV4YeH`%}Qb@_0n$eVYiIy~-QB?##F_2{}5X-#4{BfKA+Kav;j%%(Dj*Nj;f
zo&{UwqGt>in<;K2FEUrTy-|8+k98Hi7H#YhDl7oe^mg5gb?!LfUs!CTFreGw-MhVt
z$BnE1Offk+2%dXJD2;eyjX}B8j0k+MD9arxBt03N4J0T?Ndnif8x`)i*+RuY{r)k`
z8F_#coTZU(k{=D~?YP|=O|mPSib&@#wYA<2TRsPb@^JtZnaEF0ldp`@dyI@Mb@5Hg
zr=1&?*D1wf_$qE^I0{$ln}JYd{0s@cj_yxv9bKQz&CqSH48y?JUsKxZ794~%xw$L_
z`lm6B5?WUzjBGhS_hN<2O}*a#)GW^{h!8dmaI;n3Qk@q;ZmQCuBb{fvLUkk$aLpGn
zM7ecCz_<CK^BbBFXM87cg^4^~fCuEJu`mcL&iMv+*<TWT`VywHrN*eTqqZPdWoA?)
zGGW57jO>=Iq?yk&udeaAP*dZx0o`-?lzI*)aWrZSM54{ms7RH?_M1RlKi|9-(v{MP
z25B)tzP0yF{fT3^-rxH&&FrcvCRrL?SYz0gg4e_k?ofAJ<z2p{60y?{qLVgwo67tZ
z2j`pnit8X)ybttjM@wr?d+*HgXdO4&4khe;sj&?hq%qq@Nl@OC)BEDL$XqpV1;l7m
z1up;f0oyfhi1Fz;<>dcC`%}pEqpoZXma~CxQ&IS#RW!B(U#WaT*NfRrGn&yvo^&O;
zYY%3$)bsU8)E4Q75>FR$HF<z-%uyNB+$E{CZn0%|I+MWY2r3L8Jn%JkJ3w`KR@B06
z9bdPEhM^5n+Kf8&1wvqXnz(mCSR4OQxZ&<4mYNBJV7Er{r=kGf*Zpbh_w`W>xa0L9
zuz>LLQgcJTH6;TuXxlG{54^%|pqm~iSWewmOS!R|9vfxb7}^SW7Zkdd6$-5)G-x`n
z>F(}_)6zyhHnSQzBGp*}pkOr(46e8{e9q1)*r1XeV&425ZdAgB=vyY2_!mejy0IvW
zN9T`FZU|IhArf_KSxyW|+oAV-44Dsi(7m>lOfaE0Rlg+Y7c3lldFnI3#+YAsBeuT(
z@bH5%HV^gmCg=$8On}81gN2@u;%ve{{W8JW!MTv}d(;Mq)u5Sp=r9bmCjS0#RTLmb
zpwi}NV_4_>0<Eqa&uKvS-p<mp9^)_X9x~ei_m&6x<MqzS%+3k>|HEfcCJPHl!vIXt
zp%v#|M{}N2UF*Pettr{s%X!ZI@isf#;nQPA^(SX*oD_KiePu=lrSzDvKtuSD9%O)t
z`9n_~yI5Gq(_Oa}2Q&<~74(3$eOO*)KW)g&diB*y=C4ENzk$T_QETPMpKZJnGfm5E
zvyZ5V4F6m{`*IU>alSw9o${wKTZ(1e9Cd^w{NW18(}p^d7%nZed10a4BB17x;(rZF
z!F3s1W5`_t`+yUd@`A5b)9yeH|6$;>!+UiWg5lwj4HrT7QZk~nFN{6EkL%(u{w4)(
z<WzTg%5^-pKmCg!7V;v_RAzj=yxZeEi*MREV(&yUMfY5BMRUmJCOYeQ!2vc#7iSjk
zXMEO;%&?^KhgGh4#Tk0Gk0n#582`-qx6a1t27aP;01=D2fM`kQeiNK(?odwb$tMx#
z4Jfeq;*S4HA0wK$Et#9M#DL_xLOGnFY*b{E;ACN+E9grN^v#fd)z|$(K}uSrRk}ik
z*egLc*5ZOQ_x-Rnv6Y`GRbJ$27L7QI6JI9IBCjGJT|Nx=%Au{iN;zktv-v6RVeFbl
zl?vk3HuJ250qSfpPtJF!_a>~TJIsq<cy!Uytw(0q8ASCwOMa8q6bPs74xKsn@UQ5Q
zrP9-P`&6mR;HrUyl(rKQp5@;gU-S?Qa=o9Q_@VK9Xj?5Eo5dBA!4tq$mBC524bg91
z^E{lD`!D-NXv=HINA@@H#kG8#HhGAHgC0ZBoAHZJC%$z^c>RiOzFg+q`#Yejm7;zq
ze5$L=?573qARGlIodT{;ygaT?!B4wAk0Dp(%q{t3l6S-FjSpy_zU;qe`Id<#{=9kn
z-S$od_Am|$Kn(e`(qO8xW*g{_W|G(8Gy&)Ntv@Zt;A^#qyye~B5U-2Hw2K8bEdFV|
zE1m|iTBnN~&fT($W|x0Ens+4N^G1W^A7AwMj(2}mP?B?%O74XFviKAoh>r1kU1r6V
zZsO?=wFReh;h~@C{5~FUKXin9{@fjV4)f7+GM$^jTzeost3*joxj#^gZ2*a?jW#pe
z>)QGk16F&<YpRxhtPEvWm&P78Jj~)iyz$33OKeioaQCD6zZAZ^{eig^?dV#D!Y!-w
z(=#{^`Q&S_BflTbw`r@_W%|tTM~Y6-k&@`qI17@)h}Bic7FRDbS7ufo)c-9z4OERf
z1Le>5p<T$$IIqz2I~qDVI%U)$W!L~F)tE%PB~KSLlCAIFUnpqfdA1nTEO5qKsn16A
zdg+PxE#H)r!yKC-ZUnSyGQc?UW}r1-QGU@gcWp=PsxDlvHK@uyE+9qngRC?znb5``
z6ok-kxJk<OpgfQ=>0I?Ii?nD3?XQ)Tp~{vV)HVFO(y&U|6?d+OT5ya!YEgHb7eRSw
z%a>u!684k6&q%tu<N22U#%AxF#Pkabf!9ka+LF|A;9_u|DciBklT)Oy_ppEbGmd;A
zs&X-0GDHP3jrE2GtvGGJ?tS}qfu^#Vb+;~|t<4T^U9Vj~Ia@=tJm&mUTo@f}dX%OV
z)mr)!40}0LU$D_Vq!zZoSt`NGGUVfvCbHMWt-tsY`_GGgM*QM8t{+RRg_C$zoX|SU
zdj-lCW^z75Esd`;=KLq{F65o%7BhrB&KvpG8GRc#T}2TFY#(MlU}>bZ8Y`$>yPkgy
zV`>SN*jm)vBA|B<jt}-srK0R7Cdtz_mGE40MZ`J^@~P#|VCxsx!Vd&RlecB!e}9*!
z*7{r1Zz343n3(CBMEJ{o2x@Ki61}+dC99Sg@~YO;Ygf?eaS-5n59Fe0<hW<ok!C0a
zF->`M)D(@HKa>$U)v)X=fRAonrX?zkkWH4F%k>YOVWsv|7Z;7N2CqWMcSsK%+jN5{
zx@Vwv>wD~TOe2Q9d+LzdZry|ZWf%L%xKK_8q0x~`7>~rA@J~}mX7&HLtXT#o2D_PO
zLOZvoLpzxmM~1R4@roy$39P9@AD0^mz1GaQvTmDj41)aCfC~V?`|#iY0)U`IV&hk^
zx@#Mlv@6U$E`R?BF@JG*uRXRCzDuI|rll-3?WRmblX8Gt<$<AqO)UhC1U<Wa$*y+A
zUMKJ*vY-KNpOWD^nf!?TBsCdft(@naC=jXq(TQ>d-#{=8oO?50d^S7SAV#p5d``jT
zRMsQ0a=$Lj6|R3qoJ#Z|)DA|nu<PV<1O7bXZ@39=;zubY@ID8QznoOsAQs*fg_QbX
zsb>oKb^o(>fwyZUQx=#Q$6zts){X$0Ud;V6WTzW)Xa}t^^owOu&vMo2Qu!EiRuHqp
zdtfp{CwSx_K|FKU2H|Dh#vCxaLDuRrN>N<X-ug9eRx@NaY$GX5W@=Z$c+rg49n5f8
zd2Lqv6TL~=-wbV6i4%IVeqsW%zgkU5^-XwVCQ)xHCC{+(&wuAJRH4BV%x!@<XYvT>
z$&9<%*;2Ji-GZ{d1MJ`{mrHbL`4w9lo+M)NHne5|E=(ebR1f2|{ePOd_J5}S_`gjE
zE#!WkmXzEtb2qt^$|Yi=2n}7xCCxC`L~fxdcSUlUdlz%d_KA{vD!Ggq(sJD}jJbSI
z-|s*1{o$P7-sg3DzTWTic)efG7vs3Jamb-m4e^K2(5-&{f5#07bm>yc@yu=k(S@Tv
zql|t9=EWmj4_jfR^^|=GD0C~1;Q8U&D(hv@+T0x0N?gcwU}0_!#Dy@@QP>@yln%-?
zoIITra{RHiv1204#4)ieOp~_a_*+=me$Gx??dp=R4o7G|_nsezdQ&rRYQr&j4~GEF
zCM?p3$HpHN$O%-pOMOzu$N?d<hbE-=FPrR@P6EV04JD<;iu12M<KyG+Kkl#>L;L-G
zgY2FgA~iJ~`dqd_K7JVD-?nTJ@y;LWpMw!X?y}qu(?w!cq$XQ^g4gd02+F#gdb7JA
zrDk3=JkySo#T%Ais{GUf^<DiInI8UTK;nX)N>xaVzFKb2kkTjH&xfGmWM`?Q6>~Mw
ziRgsj&}i9*%Na||P33LH*C~&z{8x|wH^2zkjZ|yo2DymyAf5Mibj_w8AO8UK<jOYi
zEV#fcbxv@|2XvK#g*Oh-wItch3kwUMHZwO5dvd-5Bxhidm!6)E9hRke6}<Z1JMc5=
zMYq=ln5Oi(bN=&7Gv9AoSh{71)29MJci+6oH&e)--3q3Y*f5pV)!_#L|6A5jyR9A8
z{ktOHDyd@Iz1o6cdNkK3Cqvz{2)*_yH%;&q+@ixtJ;#vhXcQwwmU#Yp)vKcCP@p8q
z5}1iF=0FbytxKTiRI+rxxPp|7=vQCGm16+b<X|46H)3T%-#a2=_tif_DZK@=_yD^2
z^?3ox3&IZyX_a9gUHY7rdIuD9-M<Zb5J9(bjoj02+Z|6~Etg{F6%PX0u+`xa_fLMc
z07xEOw<u=H2aqTJUQjdD4aH`-nv^u4k4?V(zxuq!ouU)wF9x~-9Ms3`VIc<<-CjHH
zhU|*M4p@&kE<@vwd<ol_uYo(Uf>2Jmbh&USwE?j)u8WEiEOI>>3^KB^*aq$Mco+y`
zoWEBBe+t0)Yy?cy7y_uVG{?|TJ(B=RThu=u^~rVR^2;xu+2kT^FW6o_>lZ*cED1Uy
zsV9zWl<nMGhnabMbJiB<bDp}NP6)m65h<=aux+x-&fJQOwx2xmf8`LP7_0VC>F%Wy
z;d`}Rx9$M97#Y5g*Y^|#f~{>o{?gcWZW3=3IWoNbcMYA{%^ZAD^+EQ_=(BKLu)B9p
z9v4*(UCobHF47R?_CUnAAQujf0siKQaaHX~mC(XZh0Z<+u4~^}m`7DP#VedTRsQdZ
z+8n#Z1^WA=Jbjk&v^owKrGI-8=fSVD%ZhZv)i^!&t<6g!eq<W>H|;Cz?h;{b26W@-
zCb0vzW@!W>wkB&{`v7Y~;=jE#n!}K2)q8gFsXq9;yq1DHO<EsteOv+~i2U37#bl3a
z2&9Q{!f*XJR$ypsTr8#wtQ`SyhEiXoY03eeqBTbMmuUdo+IMDlRtDgK8ip^8HoPWK
z!hI(T_yilW{>z?IzIOY5``*eTC}uL((B5TER6E$9P_HQXNP`B@uPJ~&?K6-Qe-PC$
zQ9kmsFmTw9{H62l`MD>UwG6EW(~GYS$qGreagh6y7upXx4W%<3eDo4-Z5`VnlRWMe
zyMSZH6f)<(|NaTI=Y@1@2b{nlJyVUp_1u?1D>qVnCDBVCxi)@jekmi+dGo&1*&9$2
z?025+tbNtYP2G#eZOKYs4Wk6@vj3`%Z9w(gYt#g|QX48Y{?mBma8|&<K}a3^DD!OK
zV;yp`K*4;ee?ntV>5nD(lk$ar=$S(^T;=h1auhxNeq^aUO$8e!6|)l55uI;UEJx87
z8-Kek7nMgBpp?97-oO2Tdygv`?2{O~<-UwGL?190Cbu*J46?pFk(wI(*<Siyej}H?
za%cM&f!M(KAVc0>F5cSidF_54Wj`|ar)93%H3;{s4i?2oF=`I#sA$VJn^oYaTYbi=
z_A^;ft%daD#Elgw=m+MzH&*_|Gr6&i^J6$0oE5)~RkC3qmMlb4dGh3m<z7X@w?pB$
z-%l?v<-0KNw_Ho`VeFcUoJLD00?n&!Hc2&*8_H~+Rhw$|Tj;4;cgt2(w!CD!6!vk6
zlr;MtBk~ZUi_p<&U%|S?!vohDgQ#<uv3Z^kC~gC!Ua&^kk-eL*@RIb17S0J%+}6pg
zFLkwUf>|dv`@(YOZJQ%dHx+}zqemRu=_?5LfcknEn6Fl_qFRxj=X`xbwUIWEDBtSt
zXV$8Dbk5Zn^SSEHmAoKCi3Uffk|Hs>e?%&8SGDxpZ$pOL2!?OxcR^3y+5pdoVeYR%
zf2+=fN#E<ub(|qdRd!MqHI0$Aelyd}v!Y(Ro*sQ59_oNyXV?(kjMu)MBN~gtu{+K9
z_wYe;g+k>{#1nAZhX;m2s5wXMsmW8%nnQQm><Np`^!b;A5KURt;11@FdED~(+kJB3
zF_$012mW|o&oiCF95KnYMvngawb{|w*cdPTU*NO+@0%3a!sN6SoPGR?(8X)}zD;Ad
z(b@R?WbA$^RC`u-{#{r9!3JxsyLZhcThV!$RBk3nLlF5Cy}}CLIHZ<Lk9w1QJc<V2
zq$(!W(xT=Srg}r=J$X(h8PaNuUC(%j)F(;U@&)>yp7A22Cv{g)abr=w&h7+$XRaki
z>x%}sM6~bY{D^>WHbXnEC|qxq=%xZ6ImTCI$?`Gh{^{G!?${&r`nXi7lbrGS2CHPR
zEj3k6%_v(3haH@ynl$mNZG&b<m}rx}a8MfC?LtF633d{?xERhjsu?;#zqVVFXO#JO
z;wRJ`_8@346~~|awZ3=6=2fInldf>kOqAFaYri8V+<+O9a=eagH!I|4LtTXLLXMVW
zz6&CIsl|UBue6TJRMg|4rW7Zxa{!i~|J5-Vo3Meo47Q5hiyC>R)?GBx2o>9WC|{Qw
zPJR?I?8R%#SKs#uiB)C<mwHA{`cv<EWKMnfotN*2I~C@`el|U>(oD^)%X*O&sSQKq
zK3qq8Ts%FqwAPw&)5qK(OaR)oFU(T4o5QNSwn0!tOt$y<Niz4p*kI;aXhQ$~dY)_1
zA2jckQ;b`HN)ALm9?0S}&9q~u1xB@*oR|fcsSIs1SEfJ7Qg`Mz=+{Q`!6Bfl*G6gS
zoKZ#E)pa-_XUMJ$#k7~Rj=+ASfHAC<sGUq*NTC!s+vDyb?`m?IuKG;7iY4nE%wjc6
zZ<-q*6BE!^A(z1t1R3$gD<A2^Vcf#4_1LxIah_)_!7Jm~-b+1d-41tr{BTkMhiMV~
zlDaffI135HkHAOgm?UzBN2=cH{JD&z;1-&%CGg;4K07SjXsFi>m3nE+>+0!Ahb>OC
zl_k?uAUYt<pchs6mesUVA;ps&wOKW1WJdNY$Dkr`&EICq4on>m{&@I+DPXq&->!z7
zWExK(OaSb|avjJxRvxu)Mc67#%`e#?MEv0(D_phhZ4zr&41XMB2_RRW$fqF-ERvT@
zd&1q$8zE7_Y%X|LdW;=Cj0;~s_Ewy?zzIRGSuCG=XJ^5?v&0c>`;3H*`C`|pzl_!R
zbKpWvHysLGGNWpEJfHf&404dMJXUCehm?8!*!>Ya(wOz!v2PIL=F>NJWY-%A>1L}y
zunr&(Fl-ncojy3r##d5U-E_j)nKi%hgZ<x9d4DeNurkOe@=Ml_F-CxR;-}(s`ji=b
zXSJnUMOcyy4U-!tlnv`l1^!zi)aNG=T>&rG?J5(kdjK)kp`4-G!a+9xF<M4^yO3kh
zE`JWmRnfq?b8CG8H*7ZBjFx8b$d?6S(d$_~66XFTKFOcz7~#z8d#asYgAgL<Tt@?W
z^<i|7s(Y8s2blGP{Zi4dcdZ^(qTX#$^ddJR1RFMFJ}(kui9F{DqPGAs_eEKp|H8!m
z3qnxu<Z+;xeIOV{t-VY;yD+0n{QNO^<pjIe>Wo;bkBpDC9n~Zz`cUH|cv}4V*taA#
z$b8&S;v?N`qK|fw7NucT1d|>OCvT=G820lixcQpve}2O^dN@K&IEb>@DjvMA%t*PQ
zEu9aE0N)1r6fUkaLv(fD%ox5a@^-Mlf>}$`=Pw6Fo&-nQXq8EW+PRHHlJyFs#L(vf
zoC_u=pyx=-B+0hvqVImhk>z`n*?JpG=TbeUM{Kl^BaYV*y=9)FI-F6lx_<A*67D5u
zaz;H(NkD6@CWQY2Wgi`Onk>o$FlZYq)w8+nt8{C*Dt~p%YB_HFAqK<}qt4rP-dSxG
z&%7?m0t0@p1@DVj+#>Z!p@u`d_^~B!R+fycmb(MlAy>1UR3!TiYzAaFioiMma*q;I
zG`7*Pu(Lyf)m*F-)D`APUgvy`T5Hlr-PGS<qSh@T<dW{RdudMM2C=l5myia#&Wqcw
z>8r7vQ6wN>l9<+jBy2U2ujz?0Z6Z6{F{C<gJ<zPw>#o0&Hf>s)0jFg2^A#rsf1!n^
z4k|PH55lUWyg37f>W|gYOmrQ{Qss62I~O*j*{?#D#yI>q8$tcWiJ6RMS*-+TYJRG0
zm3uRY)xq50F1@v4U70g<f4z^5JOg(b+}F_mkwgd@6ZHT#bm_H!3tXuA)kaRlx4f)F
zc7&V1;?@-$T?57Jrh{Efvmlht>)S1yqq50*7o)8-<3B;B3Nn9T`iDuHr2iK8+&fO!
ztRZ0E!EFfyrMVF529RZQ0T;{cfN$ClwbV8X=cE&g$<OEOQoz?E^FQh_xa!|cZG@bj
zX=-=!PEO$57ng%qG0OVf%J6LNur@)K&?}kK9PN1gU^%Q6#^R;?xdSn(#2?7PO}K8@
z4M#6-8J!HZ92}mmsW#%6c#YRLbZx=71t-3XKJ5DSbik&Q#|+7kv>!Ec!vlMIhPmUC
zqv-D)CFTKghWc@=d?s&(s;8I7?P|Vqu|Pf~-1~HbbRT65hoeHP?rK$X`#`Q%;FaLV
z+bVJTLdkkHXO$RcQy&3yg<?{G6r&>eD|)<b!kA##(T(=SR~zF`V9Jb01^DbL^2kTQ
z(4xLr{uum<&{KIkzFiT97(QHnZ&bpgLtqNYp@+x&w?r<65o3chC>e{o^NZ%!Mi6}J
zh5QEsho_-Xn|Z7oD7Dw2dry%PaP1yxsJPaybAGiLiPn5e+M1FfIic<eJ{5w$wLlH>
zenP_6f=HkF3gbz2mW*qI5VA$*fB8LI@9`@J>Eo7e;Xi8IzfB+=$$;u21$*WmniS^H
zmA2?9j=I<_5jvq@CCa^(yBTW`8A;u$78kq-4wxP$^0V6TA^f-3K@1hDI>is)g~D{G
zZ<&<g`R5iRb9UbWYTRuL!o)<|97NWW+?C)jJIJrwZlF+JUL92Y_!)Ti%#-O6uv*gB
zN&L=t{j2oX%#xBurii>TzD4}3g$~%0N{)MvJCA~0;y+jxd`f%V9FSbV*`EHL-8BN{
zJ7=*P{_+f*r|o$ybFWLmIKhOfxCy!nZt!z=K+T4(69|c4HQJ`sc{LeOP(Mk;9AP&+
zmGrgsh_im-e7oX}#y2&@70A8|iiTe>LKQ-#JEdk^Ce)U+wz(KKg1JZK;LqV}fn{F+
z7h3p~9k@Oe6Q-y47;1!_f_syA+olVP$K4LOJ|c*$)o<CXzLjk!I&nM&Z$)uMaMjUt
z<WZB#@E<V;!T}MMv8ULGFf)stgp{LTcMhGz3schyh74OB&G<LhEGQQank88F2_YNs
z`!W>mZ)z0_NlbN*GB!Y4GKxU+0<-w846kymAgDFNpe7OL0Xf(wpPj&8$oEjL#c3&r
zLyibu3--Rhafp_<REO>tX4qMaYiu_c80HRd9CThBZGG06e@Yw;0aEe*$$KUmtaMvZ
V$An}2-|$V)#dEe6wPqd<{|6;Kw9x<n

literal 0
HcmV?d00001

diff --git a/output_15_1.png b/output_15_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..d06a3b9c48a801376c2cc66d8b24df5fb1f01b7c
GIT binary patch
literal 15339
zcmb_@WmJ@J6z4m12n-;C^uPepARrymB}jLPfP{4C{AmP9=@O7G0qGh*N=h1}ySt_K
zb@#)5*e`qb?3^>q4D-Ho?{njK<GD}7TNODx9C9200Pqy#rPTod;sw4x#KHjo&XamL
zgD+?<k_wtw;KLW|eK`0T+fiQ61psh~{yiaM3;uTiKno~Hzt;53I9TxV)ZCaAKR)6~
z_zZoihlM8jJ}gxNiFomgPQ6^q@V}D2(&aI7+^MOSx8-fGRztN9RJorfmq-)`+b|Ou
zmK4x^rEP{OV__>jtL99wc)8aY5Ric#8fy_hIGDQeU^s1<D(I5rL)$pQGvYOTk41-K
z9>x9mO<f4+Au~VhQpn=&xg%rp>LEKb&scwMJ{aQ^ZxzKY-t+(Xg>Ebpf&1}t$7}F$
zgpz_K*5N9H;y7qoBP!swJE52#WEOS95yN=%_3KxUwY4=jCnqO2mc&oEvmTQ1a5XKh
zL``Gk2M&b6m*_C=&1R8>v@9}G(rF}in=N?N>gwu~*!B~y9^FbWq5e{V4&mODqn}3l
zQB`6q@J=#w|G_-J(}T~RzP*|{hew0EUYJIW;^4~M=KpWjl#(m;!mE$oJgSkj{{N6f
zO0M5&RAZoV=^lY8VvTTi(~ApO(S753EYZBh4v+)9LjJFS55G5d(&rzU$y^9jP6t_c
zYMUTHXuZ!93@9pX-O$K~hMOzh%E?&>Z_b-l%(nzzpGY{}VrD;0;a`D|JYA7rU2}Az
zqglCrUasp%s)71jfO=uf*6jlL<Y;y(j!H|4FitM4Z(vgH;Q+PMm}p!|49KFS?0YIZ
z-%&<nH!0k``Lf1c9CT&pU495hPy)Sw?nLqj#+9;g<Ir&|5`3F_^7BLE>>X|9??dq@
za+BEfUjF@^Bh|>v%v>-$MIr9*JJ#T|reEi<<lp2r8;Fi8yT8!vAt5atykPgLR9#&?
z&DiIlb}WuwP9H)GgTVyF#1@@FT@#njeW?8dZ(iU~$r4F5FgC7eyO=VN+ge{gH)(J*
z8v==a`g<DJ8j<H9@|=|MOd<BRH<b+wF?`aHH{_gWTq=w&xU&UZLy-RV7d34-eMxtl
zL+R!P%Bf>NoYs0$zI^%OLRIdv{X2(?uCvYW7K4|Uw}_6Oex$xS%jd8${`RoBQY9WP
za=Tv>RMEJZcH-sb)o5mBh6W4`4ebU71}<}(_vjK(2|b;1Z(mti`C&6z;vyGAec-V_
zQ{{hn|Lrh;dY2clL`gwiwgEI~JwATV!o_q<T^s%NZF<)q_)dZ30G4)6&+!z|dVO_}
zcsaaePfAcR@ugcHA8xJc>=*u6w;%nz*fT$DSc^`Zt+C?wy<Q1Zqbko+FFr05zb|%P
zM*cSyBldUOH{jr7{epJ0Syw0-F!S9^Y7i8&jloi6RMeM>_J_X(-@kKZ-`Z46@8(|U
zFO-9d<ZIRTfJ(3<*nme|Q*wchW_>cmEbxG}%mdVdU&k7k`bbqy-m6zmcC%7YpP@sN
z*ZDvGdCF%sOxg8KAz@HWP3;oYVwlH|#k!Ak?+#n97Mq%n+L~YS@bDCr`l+Px_7_d>
zjnvN^wcQ>z9n96sp(065d<ppi9`3xS{c%Qq+q&I@ynF<Sxq-Z(N$?>8P_ISTwSAEH
z4=<GQXwi}MKppU6+|~^pyrvR-Vzg?Lme_d?QlJ}p3?;D}yrcFzA5{c&zni{3==n@x
zZaJJ`ZPz?JoGIL8{_dUKTF>X2D004Er^j6cF-0XM>b>3Fv%-IvMnhZ@{=MZR|9o&z
zzZ6Z)W2vkJTI0x%KOjRAKt0fahjfcINEr0_>@K1X;RPM;5tzX+4dYNX$@}nrkQGfc
zo|BVP=V+ms|E0Ki`_k#gfLZ-q2sBVqQgVBMvwZ@PFg9L1`AoszlOg2B!Uh`k^Vr)N
ze*1Z{`x)~XEsq~d85tSJww0}QEeF*hxTI6%hK<hGe`;-2J$`)VAGLMsf-zmp!LF)Y
z>LVRK0bENb-}h>pjsRa2({v8i0QJ$nly@jB{SNaD+};m&H++xRz2d`l9O<t<{<-!#
z+k8G%rl)}exHnVj>FIHY5zq{Oq~fmeyS;>Pwj6iHUMd*J!@)PWK_w+6fuwA@jveS#
z-I1iziHV8mBiZ8ZEBmuG9a-1DqB+yMjFKw5^-_l@rVlcBrb%ljR;}8}n2jNi1V&j8
zax(Ph)cMCy#jQ}0reETZHzPBNtU5`xM(%s%^-~`~?lwu=uVsh<-^*DmR15-YJL@;c
zfMXXPKks6|<2}7W!i9#aD4*TM?xd75V*(2UL%yJ}@U8S-Uz+yl=;+wlh<L#3y*4dS
ztj-!534d&AKXJBQ)9sF{iVtNAx!Dv-2^z^%PU4|Baw2YF1S{tMN$q*wy{??3LOB*&
z4>p;*usmc4ZlFT81KZ&*DkCqVQ3O<^Bmc170;fe47{EQSkA93sm?*R;j`}qv+_H9d
z6AM90m-ZsK0Uv1tzyLNt8>&`kE1q*Ief#j<L&*DlJGDQ7$zx`tgTwuNd-T5qCROUu
zWWViNArizML<DQuvhTu>3>Dy6Kg_s-_~!f^(v=Kn2SS1CwD2)uJvq!9NtY)GC+UfO
z-3JJQjqa~J77Vz<M|J^>L~-45>wA!SW$Etdd*ATvcwZa@4xJEFa0=EkE}f#|)|M7Z
zO!Tpace#B7=$#m+2j|(6hlLwxBY$wvkCpn`X=FejL2uROpVGi2m6QfjAj=TI!>wv}
z0eFRSO|bqNLJFHT0luI%<O~@Y0P{PZZCK9n4hx%Hgtd!I3AnV%SSud%Uj+JZ2|-88
zo!&hJebfXHKwq{7B5=aGeWg$kOu#y5hzlSg>Q?QoL)ngxfEZJ*FHkEP&YW51!Guum
z!}eBV+WR4d)@V>NDHls2fVg|(?!z?44mhTS4-TUpDuDzbt=fg4m8(i{d`iS#-dcV%
znDXHP>;OmE%E^C5H?PHJPly<b-bx>RjY2A^jQUna+6v-}XZi`6Tk82|TB-#7EmLp<
zE`l0yl8YCd0xUBC1Q*xD*9Zi;(V7D#sd@nBGQVTBB%Qe^*Ha`ekR?(v*;>B}xiE1r
z6WEN0bx4Nm0xl5cr;^b1Q3-hPcOV55kalHW|5@pFUWt0@3&90i=K3o%XtSUE`Gpn>
zF}22YdV>0$1lcOBITIGMUVHblUq?qrE>qCO(iMzh_MV>CGI`pcA|u15CMKRd!NI8}
zj3X0r{h(lHR|WxCSXs?kSy+abIH-w<H8Nvk->SWR%SFe+@{7xH8QC;-rOc?&2U=Dy
zBNNk>_hv#r<=P(|32KJ5@e7BPD|*^>8W&BCPZ$vi{d)=gsGi(b3MwW6Tcjv664F}+
zBa-2nvCR%yt}WWH+bp??hr&~B0g(`Qg+-^83&K89CvgXlvhwH+6A3Y=T6<!2Q_OWj
zL7%_ZUM)!`j5ke9O)1C6#|3F=Y5!jFabvr?yS3nOxF#<@f7r&>R!mGpgrL5T4k-vG
zf*<A^oNjV*a<sv)45G(7QK|r|bA2NsL@%t~{_gZK+KUt=%GO?uYDx4pUsu%!ZbWm!
zG?N4BvF~tv25Rg41zlek>D*tkQ<*8F=;<2BmpVqzFb4=68x|^H{HTX@5)g~qa)9oL
zM`-l6F(I5B=Fux5Mw(Gii6jFaw`MSbyNqxapPST{_}mCOFTZLfCA=-Re!&klvzlO3
zCIm5G_@87Mxw%hr;q4&geYY4$lA#fD?Td|%e@7&Vw5i2NOim_v{>n~Q;lqa_5+FW4
z-ZfgiYb(sJj-Ai$W$HwKfB!C@?G&1@fsN<hRC%1L=!ItBqzy?&N5}bUBxlmR^8ov2
zBR>u>YB3|kAq^xC20@u#&rx=>nw7NDc+}nWn(NWlBMa&oDpenzAlC$yoV{IxNC<~^
zOlK($i~~?jy_+rE`^ufa1|255??rE$&OQf-sYbF<k27kxZ&})#1#}DyDELf~fRv|a
zgW!u7eTy?Qo@$Wlk8^bwN(u^9b|A7AfJzVtaPaZ#QinGE2?+^hmsi!hKGp{uHf|}Z
zWC%DJR!(RCwy7QCn>OTGeE%|2wXHlq)Zl8|eeQJ-h8~!ssKsVy2iye_hzZ;;2N6W?
zpLfZ}>w_^L5Ba(;Kr>@GRc;3T*Mnnr(<`fQHt+aL7lCER)4%Hk@zYFa@*JG&9tv$0
z6&#F=j0N~WZf>rPt&I&w5v?^BnI;%<@V)--6n3{iTvT3z0yd+Uix!zYw9OdL4^3v%
zdv~Nzyz-pK@<$XIcP9>@QK-VF$M#H1NofEblSzSS>h#o8%^)3UTv|AK$WFPcE>gRm
z)8xyHAkE91mqs_mM%=Am^m8&*svaI6g)nzj#)nPXXz}y$$vh(=!4vmB|KMz4VbRiI
z8qUGOqA1|LuRB&{-Wv}F$ESQQo66%qtjAe$^YT8|*4B2De=fiVB&DPbK=bc}jC>(C
zZuj>C9Xh_sq}_kZLAY*mN+$j6jOkBFDKV1WW7Dh$x-QmYNM%IA5bEB3Dbq<yfF+RH
zB6c$kdgeV#`!!2@lc$b`1~C;Cl@X84M9~>~Uo?%lm~q}H8As!KygH!U=6jO@=9VL9
zhK4o*Vq$GA-@d({=?KD9dIu&g<~>nWp&=nM8=IS<)6>)ZvNCS-5<72-SHQe5SoHpU
z96LMU;YI<7O-t`8x7dh?FJ|b}dZdoJkp75<FY-55-wL1b{<fj?KVT6hHVx!!G=o8~
zxoHm37-Pcl&)5G^GI@(&V__+&C@5f*%^T&dO(GX_S`CH=|CW!3*K+c;xNHr7nk?0c
z5pvtr{QcdmOC690oof{gyLgQ^o9ST&Y|p@&D!+edh)M(ui5e0kN_eEto?&nrHaHG0
zJzUn0E138GVV9Ai-^ar<=J^zco)xdVuXlp@>)fp0aLO_L6j)-cR2@b;z6H6nSonxE
z9I0$m*>P<m=H})m{c=YI0_R4NTHYr_wjy3~Vj`8G$Kib3>FFs=7#@XXD!)S(jFa=o
z^IwwnA1daQ@5Q8!>-F&p%}A!O$M$@qi=5cqaaZ7o*liRD&C$WZ!4n{+k-SOaf^ov(
zKmYkr$*>|Gr$JqrFPJ`&vQ<`8XfJuLeKsE-A6ME`$t1Vrc#+bFoyE+2MO1ZGWl~(}
z>=fv*rvfyBT25}Tek{ZNRJZPuw2o$2ypn9<@AVeUhqp^Xk@<eSupt5L0`}OSeA*Bh
z5pmd(K6%qKv@1w0pvjB)=Q~T-%hMnvD2g~LV{q{8JJs!`=^9wb&?%_b*KlT*6-gXd
zZ)9ObqLZQQ(~LluKBksuP2T^h5EIa9)z`ak&aPy84C{@dLfn<8E~dv#lD}tWr{dt_
zJ2`$?@B&5IVd1M#nqTp+HEgk8_Ts1ZdKT-RrEbJyd>+6x$rzqiRy2L=wN`dZeKp0C
zxXr*oxXQ7zH5!?*evwd|U-2%EDzy$&i?gzPsiw5(eC$Mf??vyb0fbVjX_Ha4hv-8C
z!;!2sn(a=bw2$8cZN9mgGEtH5F14G{>%f%#svsh@`0nc4^3#$CwRqmVAU+JpHQG*E
zG9VJ+8q{l5c<M19??GJsXCg_Xu*WITY7tq`IlFYP|B*u;x+dy2_*OyaX8Kb}#-IyH
zO)k8+nfy2g^_p^roch1zcNyyo5--WS217y=)RhJRko4fwsFtwg;;sSnU@Mye=yL~K
zyFWMgv+;yH2FeNE-#6R<d^)4GvCfeHq7zyoXLomV*$PLt`z-O)gr4<~|6Mtj8km&A
zBcvN9?xnD+IapFt*S@uLJDBWfP1o=gKrF~l&u{I{pd^ANx_9|-zLlL()?%^K6~!yN
zaQ*7{{o7Ju_!|Y^z8Ufs_nF6tzB)e&c)UfXq>!aA*pu$;>@Y-<a=rqP=?-nrZ~yL9
z_7W3@V}bvwFs`-H>i$;+&kK1}TyIS3WLLVl)ctsho5b1sU%7$N73{f-y4TZ7u}fCB
zPwaj72^yv0zp{#og?)6)$IlO^54Fh<SFsh1lt_Ac{u#sXBM6dM_M4$}{$AzOm-*IU
z1k8L!t@P$idEdZ*a8_!nUW4z=DIr)37}VKC7&f~feC2Gvd)fZ=D=j~mYc$B_RV6G`
z;MC4xqNNTQJ$q?BsBs#$Iwz+wncOVeK|EVno6@%6QU~vp!EP(p1PtOTR%S>3(k{n?
z`1+Pgz>#+K{%T3Q#%*uPp6Nx_ON&nm<=S~IEh5_+$tKj*-WR*^Q|cXHb$os+N6npr
zt7<(dJulkT(z$rDnqHWMHpJ-lSEPQ2Q=xY{S!=yr$5>D}u+L~Z+aBeZVT|uEO?mzZ
z-7tRXhqcB;hM>!n1jaWn<z!@LJ&qRrM!(U0w6L<e(ka&DecuP21JkG5p%m`5JG-O!
zZX!EDKW`De!TB-MPxKPM(iq$PKDMO~JcaVj+kUvdY_4JW!)zHjT;3Z$1RS%E@nKU7
zBrRb#z}vxeAw?$g*(5|fk^JyOE4VJaDVtgaR_!vfI<UOfV3`bg)Qq2HWAZGWJh;z{
zati|n{$>|n+Bay6&SmyKx3BfT(mH8OBB{No(aIX4A%^U~Zt5|YlDL<VSa>q2ZzJ%(
zD@K`H^)9ff&<kl)^`9)!BKcTP1J<GgS)x9j4owf<H5-GePGB77r~SIaSzmm5wX3Pq
zxJUL{+A6!Uq`0YScDv48AjfTeh%?sy_=A&_$+NfYH&b9LGn_fV%+5ZvQ#9eIGgoQY
zSbZ0xDiWuA-bJw1Z-d8Yz^2=5olw|mwNFR%HnUCF=!Z^W+G-LiRIkGN)#1EPo#*lA
zp`J@(Z&ou}1ZQl8g7Zam2(%s-CXbbKVA+}{8BQ?Aek+0H^ykF54f-w!N|!TqYZVM_
z{`1jA8p~<$L_{0w!~`at09}2f<If>ua5{|d<w|0ui0849T)+57UFR)S<mllxC>%=?
zYu;z><JMBZ`$?8E&m9H;`Tg3nEa1jMCjhNyxTf@N^{RhuEnKBRWCeog`3GoT8$fxt
zcdhW{5@uB_XV0*7(@L&_*I!dY!~$@L61zBxBZ)<|-g9CHlMbM>u|K=S0gJ3YV%bN0
zWIza%IHGUWGXMdliwplmb!$C<w){xzq2$Kz<sIW#Y{sO(s8RG!=<jR1?4IH!lUrtT
zW3H?pQL7UaMLa#JSgfZl(bIPLEv~u5H9mRkUZnw8(k=YndR`a|B?MG}1`H&V^n{tM
zG1dtiLKYAL9$~ozR0HBbtc)~Gt=^RZP)RiU3ik6k;DGuaI?5^;t_7q)=B1>G=j>{p
zA}yrXtHtjSyA?a^)%rnfR>R)B9XwO11#j=JkDc8z28cxncLtLdgd-J02;iOo8G574
z(WhGtd(>k=!VT0S5=qyodpEEI185}eZ#*`jh&rao7+}ytr2RSaaxrXAMCEjWR)Huf
zH+R&q0O1w13%Q0}5MIm__;==8lu9ua)8^&w_OfsNvXWJb=UkZJhd7(nv_+4bpqbXJ
z-B`NDB153#fF|Ln9$<o+LKnPUajb7p3+x6%Js`hPxr|#P_RuG`(-yxcB^lGz{*Zn_
zg=ubuVRp54Ra~gVveMLUkedYNSy%Zw)5F^q<<A|s@Q{|@Z0!%<6u*N>vmqJ*MjRLx
zf*inxu>qS9fY1m>@WhtNh!cQfn?evC!n1BT>j|$7Qh}EM+ktgPYd8B1hb}8C<}6<5
ze~P^wGb?KEwtis-S~k7xAgG?bv`YM<C2nFQ+#5#hTS@_G`91LQe^yLg5g*V98Bhf9
z8gDn%>6$eAJP00%knmn1dRkTQF||k&ESNv8DHdX6uC<i}IRLb6Ta=0RD6|o~2f@a)
z^>$Ln%A(u?fxkA@GdHW5Hp!nI)d&+s^^BUY_EufSL+9)s&V?T^zu6uhcDqN?GA-4K
zVf=PC0c#y1HS2VXB@}rg$tO-N4>i!$7YN_JC5{Sfo@xw0Li)4xx%%w}LS&E#X$vIb
zz!ZZWhl-e~jm9Cx`3w`ze}4?8_SY>$$W5cYLa|G?D!sJN%yAx)c}sU|!FYDaN1~-M
zuWKu7Eeq(-E;uUhNVJ52q3e0^EC)MZi`~M!eeXh8SXd$1=bo<2R@GPOP1=<-w_&6v
znvWhw#=#+>bh3FJXV%sYzGLt&Uy|3ZM#N)UGzvk3v2XZm(-NB$8oO-j+Z-V7@AP<o
zy_Lq7!f%BSm_AfnTrZ5}_g&vEITiePIwVV9vbW16^14lR^`bDV^IVD3ZL}RYBSj;d
zUi|iJA$30ujfMk6`y`!+V#}KP&t4w2jsOk45f9!@C`NwJ35M@VE!AG5O9X-V&HL@}
zV6^r98AzgH$ar^mpRgafbg)eOqo}`IFV#O5zRw-#UJmle2dv?N3}OKCWFlmo?PtR`
z@FkYBi)je3bhs4rc-4V<ts@&+C{BJxh&Cbakz67GRy6uc9<q3k<G(#UWj@}s5lpA4
zjS2LTN*%owf;vE7JnpDeQ9MaYXl$&yb#Xo}l%sxat5zKs5z%0FY3EzxK+`EH>3DQd
zj|xoK@EIF75>eFIhg9XG1F<6hBD{oz*MFOjp59Updd#B#qHb3;%H&Z`oS*i?tJiOT
zEV(uupt0Gj#Q%!6w3{qH?HDh&eBbNwY2Q7uw#@GOBoIZJT%6kGqI==wZ>QupxRED2
z{3RVqSLl=1W@@8176I26l_z6!4$Y#Ln<iy88UDOl?3vM|=6|cRX>)TY6DKjN6@OJw
z+SL=dYx#<8zxig1;_phy<c0Z9tnX{w1f$Aojo)|-SScrR^6d-ug`B3iM8W#}JX3|L
zUn-urSqjCusnndLAB`ma96F1B_f9bq^}Fm2?U!fA3X7ICFon`g&sn!=Jj094ba`?f
z3_&IpiFl5-LP>saUi^(s<L_lT#n|~98)S)|EAl@Q+aLIhy|<|9dxr0%i~=Zqw+S!8
zLm%ks>TiF~9LUvYuyX2a=!r5#g)>#%^c#U$*VMhu1M6}^i$2z5PQatV{_QrsNUN`)
zECb`aU%}X(ujo<ByOeN;v$`+$?F@PRgrXRUU-_M414#S&wG$oVj>ma#*3Mg_YY(>r
zEuEaU90<su=N%9Ck{Wr?k$;V{Xg?+0-z!U>*P6{`75-O;xnuo8k#0Xq*UpFo@YZ)w
zNvMq024m%Pcv6*1z-md=#_xXa_K07+&hrG_&3a1g><M+i28nXZiEMCK2#k>hXQVLy
zHP(NF(<Z%nBcfrG4z1`4@s9UpdY+r3a>620zfA6NJnk;*?H{BEb*NN-4xe}L&Qe`M
z+{40uJlo5vA7D+$W#}jU6v50)jf{+C!XOZU`0;$17$dUeV9WUGN}0Kmo^v-{0k3iy
zDsOF$<de?rY}eH08?xtq<L+kYKZrq#y%U<Ch`DMF5mi~#))Um+A=5R5As>!dyFF-z
zcVq&YY#JMjy_R^|jFgp`Ujtb|hAaYK(d@EY{t<DodotrMwCRPGveal?``9J8t0%hf
zYS>aZR!d#`J}}@ZvBodXxC*Boqsum0Q-jmGPdN77JTb7ZD<im?h4@h#Z;txiS#nPk
zYu&7#@$+7M5T1fT8XX?CK#mk3v+>DMJzPE-#PzGGa`GrzstctY!dxmFzHxMP);5tl
za|>2Voq`?B6K?X;gIYpZs^CVA$W=FwYE|*u^LB!g9m6uRqy1Ma@!w1gj6;eo&+I&U
zo*}bPV#{5jSwxQPUi}~Td&@mHu?tKybT28~W*T+5=Zo>e$)8b>yZZ;!y}#3}(c9WQ
zMw#W4pLP{cs~1=Q!SJ}7$=`TRC$Dd*UB7l1g!x21jmw>F-(9#ThBCq<E8roQBK6h7
z?ULtd?KIc>-?X~r+HCDx)bs6*X2}Bt8=I?~s$x68V!C{F&BZD8vP!5Yi5TfJ^~6VQ
z7H*C8Ho`rd7nYPDK9OM%SKpw>Z0w>Wk=cV1|D2qet5G?D?{2J;fk7vSN$gY=&C7rH
zs*dtvj&FR9VE3Q-->MlcY&iGmYkl~Bm9t@!$%8ExUUc34YZo;;>C2m#`nfexLK;+n
z?R68Q;SQ|`>}!0>f@y<k=xu3%ij0|)Q}W!CPoKN{eo8-0OcbomK(7mg&0Ksa@lIox
z4|Z>)i@UJNbK1JHQo>mL+5Pj&*N%|!+naI;rBm+mk&mw^9%^h!8KbD?HeMA*MmiOI
zL(AiA{8_xg=6FEE+IF)x_Ej%l(N*x{`)_$EGwCFgIxgJYGWW7OfC$V~b~<*F9L`5U
zZ!l<SSmg)<OnbgC>k0+<hwTO2b(3Bn9-9S+1}}du%$ALk9p7+%)`0bOgoAj=-!ao$
zMQ0B?_s_)N&^3Z-3QH`n!B-mEIAeVM^8D*BsKSNOmE-HDr{z%L`nT(I`d2Gqo{wuW
z5Wrx%0-g4%)x#B5TeHE&MQFMppi?WphohBDs@$8--n_(7InnLN&F$bKj6kZKf@y2`
zhhofkPOQxxzpcv;CuAaHn?A%bb(#4i5S!BuS{r`J-<nEl+$7;FzU9>=JG;+_nLLhM
zg%Mhcm@6v7Kh~Mt+7*ukc-BWr;5CBMFH^m>D(Cb9mg?~4Y66<tSJU65bFpP%DqXW;
z7kORUYk3_yYV~#@BJ}NTUL6`}X?1n~Y(YqKr9kzKrQ$BSpIZGYG?P?K4&G2mmZtLa
z?fuSEx|R5XDzDkqz(yA<4%3uSXh#a3D>Y25T&&(zx4Zk_)T#59z5EHCq0Nl&EV`o3
zVrAV^0wQ{0Z*kCDk3qxxO8APxB=IUPYW@NMDE|953lKXTe~rBpUnEKXvVrivxyjT0
zF?I56@k;kQ^`^3t7zA0mEznO4R92$GYJW7;l8m5)$$ajVqfrl={=lJf%#!;FEM*EG
z3Uf{r8Qz^)Npt;h&Hm{ljI$~PKr+{H!~6D#y>z}kyK<lWj{HseDML<uvMa5#JH&!J
z{2R07*&+WxDF>CrPwY0*bvU)UT4dkfch<4Y*+j8h+bYc8U?+It+e$=7!?pC(OR(Xx
ztgXi9Uqt$j<fda6D(E6pd+BP#iX)H@U_DCA*0CDc48K)~_x~tEVr04c?wygEK!gVq
zKH?d|IA^Unkw@WSXLu1R8O4|@N!qjK96w41t>@smV*b>Xm3UQJ8LPQk*iM?;BZK!Q
z?D4GuzZ9OU*O><G@hSW;>OGoc{9}M*xWBY(TVEuU?um2burS2cZ=k3Xo)_0_qgzQu
z1#=e*NZt+XuOlv>I$B~arF`yCkEy(uiG{}){AHT9x-EEBnJFJ_EL(L|Y7K8O`)4x`
zp+s*;nQsQj*%q+)RPqkTd7};+FoqmE0L=DLLk!`ZP1VM~vf%C&=~v^1Wj49-T9bSh
z^}NsTE0z}e;fI<sZ)o_`c7XZ(Ir!0bbmMERDijH7gflQrtY&XQV0?Pbk(@+MUFSU|
zvv$Z(a}#)&7T%w*0@}+PS$gWnv+R?lRv*G=<e$hsV}N05<y67G`2x(eA(!kmno9v9
z<4&Zkac=IB)+4NmlgU@~<OPnNt(^)j2L1-^OR2)fK|mRB46Fx=@uPT3VVzLW39W2i
z|BbS%i><4iOX6!dA_zb>8`Le=D<v8JFtWV~{FO#-=ze<uCWk7?1Hz~2;`i9}L`1PQ
z=9ro+Br2q&^hf8`(|!V*&S*dGE@ZWa`4hBwAhculk0+U@zmDONZqc1NZV_0Y|4H<n
zgpn<gxJsAQ**B$J!3g1Qha+ppg62&wL?%!`6bC`hNrtBbcEpl)47p76<YqLnlLZ)R
zg&|)n(u7EQPtTg?<s6jovROEK9x^Cf+P(QSSsG`yKx~XsR^H#~HKmqBtaJ-&TE#?Z
z8*zl&(3Cg`JWy~lGft@yO^+Xc7hzV@ke6E9<EF(y0{Ls_W-FkL5_(u(w6Nr(I`LV>
z-+|S`SBl{9>R_meRNM7#ZJ*7~x%(+tf=>_aH+_?zi|_Ob30dH9aBKMrB=p3D=~Eq}
za{2}ueZ4DY*zM_ry&Ds#u^18FNYqz-M!W_;B#{NM`ru3Rf2FYq6{Rf!+T3TbpYHWC
zn<(#VjJ~WlPH@?dl=STMQfp#P%Sg2r<nH!Snh!kDp^;Kq?bxUdUxy#I5&`=<LRdO3
zjQx+O$fvz$M{^>Wh}r{VACl@hP8(UDk_pGL6z)DjCzN=2=23;&Vj%-sZ@{gs*7_4O
zHs4F-p+uO3{FQ-G6xJI?wB$(`Xw?{X8DEHA#Ds=zDnzKE^SU}x(dBh0%+K9yyh#{_
zdyV#=MH~B&Dmb$=H|0$n7yXo0PUV7(SiWE0*%*KYOLWZE{3d<2y4fgZ#L($55w`X_
zlHjX_xu4f#oVG#o#d4<ds<Gb))}D5y%JJfGDqJ;F<Y?P1#+7${G#}n?PPIyvNN#*P
z$m4mJsKa&ALqSOWEHtI)g-CYNW^t@8=`Qb&!uS4p*WXI4F^~!w5TGe5d0I|T!=`}<
zY1vnPDNHr8;^~J;i06K3n#I9qS6)W>zO?Loc7+Xu(F=G^T?X~bbEV0j4|TtnM<*zG
zIg0duhE2jm$QB=lzBFo4ZMSY|o75Zc2pA5fCf$8{HA3*ir}Eyml1`JQd5oLuh!#8X
z;ygV4GV4tW_sqogrB=~**@3Ie4VWg0F$F25Mh^D#_u)7ZJaVBwKRvuo^Uo>qA7vqY
z${8H~R>*&o@bRq>;Ni&FAH$R@-Xu!o@wQa3A5$Rkd-n5($fJ=b?PdbS6E$pa=Gq`!
z6$e6={bU*zuX;37g|jGM{39@XqhJ~i4OFta#;h5GGz5W2Lkbust}`ga2P@{E$}d>1
zfYVsvfP%WvlWZBNy4vbUn>gR;CYn0>5E>Al#=>B`@+0doQWXW#mFo%|E-T0D;KFi8
zZ_Wd1MFkeCz)iky4GjW8Ohm13OFtfpg$hFncgwZISKsAJod}}6Rp^}b!IfJOlUK(y
z;aXf6`;v%>+(@L)6u_R44*jVu9rBa!gCs^Oeb7iY+B;22su3ngCE<5=FLp%Gw(s9|
zwPEUiQ(U^>c$U4F*NrrANF!ojj~US<R8P~h0msg5Alr3wV5W*tWu|&*zSPf+o5$eR
zC!<Bj;B%l?ovrcB`<vd&9_`eqDy@QO)jz&O$K+JgFHW3>qbdZIrHxJ08|b~uRZzcz
z>PzuS#B1{nc$g8U-+yhEsZGR7A$A@8?N6!5^W;)j7a}sc;N=J>Lwd8BUA-;urZ{LP
zJ}stmo*scIHsSNRa<D;@4f!HT9rH*^=Ute-kxV#x>V6x65ZSt{1(X3Bpo})xFSC2=
zX#9~6h+U3wz#Cj+SuLO(qzLdR5-l=GzTb~On8%K{@vFn|^;kmdoVYKg4>D)vgE@s3
z#R@3BKb9b*e)^olgm^gtk-)a?r_>e_&VdfVelh~ZfbpJbt1_KFM=%*0tq#_S0zZhY
z9EfqChbRsnOcrAQ3oe|nZsPHd3JW#`9i<;G+hcAL5d|k#h_0QUk4k8gr29%&w#v-}
z-U{>4{FiU-Lx1P_q@{mR<oA0AYF%rV-D5v7Y=L}FaP1WhDh;?2$;7fywR~tU6zOP{
zR8J%sh2e;f=$3{H)(N67YwGm6SdPUKG#T`EY{+C9t^?qven{E}qhY57qIACZi1CFm
zccm4=w`UfIQ3G=q`*5y4qUV&QyEIQ{Ii(jkWzjF7uwauZSL?zN7juEl#Rdp+YoUxE
z=d^YZ1yEREcQ8jm&`VF`sRcbO8lm<nw5_Qp3^Gkv_fU_#(YN^#EPElKXYe^2z4OR3
zTfmE`C>-bc#8>Qyv*`q6m6+X}DwfmF6JJt9yIb{Qret_(tlWu+v~+EBageaVA<=)w
zn9GwM8`Z<lF`@*V>^e~~TyzIFT4xt6ADn3VoI^_2aCjlkMB7U7;!8|Rida=okd>62
z4z72Db^);3^o@fJloYn$x3%um0$qs;iw3tMg8jECJ>fqC&55at?6E04(Y<HC!Q%H{
ztp#8<3B7W!I#fj=)Qan<N>qb6;gv7EUU?n20^9vQl^~H4CUq!p5`QNX{sL7(cF$Jl
z$6!R!TP!C4$s-wF7!e)}HHW|nN9%^`TrA=}c2UX;!GSS1@A3*L@&mXBVr083etur{
z4f9vjN>HIxIJe(y^1_cJALL<GYNqa%@@0WQLMwB{m}^~LeLt=W%IDZH3GeiL$?&;9
zEm`=>uluB4;08lw1w!At*CyEa_M;-8@30YakSGtfF;vf>@K@(_jxpc}Rys`Q_j}`_
z#--(&UPh6(^Ya1QiO}4UjhqNOOPBjJ8w8OdA&th<kYf50VFB!OT(z+7rfv9f|M$rn
zdpCt2#zk{UEznhCpdIy?3?UWUY*7GQ*FaIk;<p0;Ca=nIqGtx)pdt#%={XvSBwYpU
z%J}Vi94=8NHsG{_R^f+j*ykE@nz9%KWnUbgMb=!drX!Q>!{=-TTzdD60T05_RQCZn
zU`APbe1RmRbi20cBzEuDOHNaq&m6)@u8;kpeR1QkU?r<H*h~JDJsvyYonfQNW=&DH
zP;N<N0`e{F=ek*`)rA*Ue!VkeKMhlEbdR0;O;$ZPq!I>PzxTojFvB0!++<uRtelQY
z#fQzm#Er?{Nyv<^MHrk6>fKnU>a8`K40#B;tkmWwA9<w@EyF9ZlpLjpoEGBEYe$=`
zp`9PGQ@$0j^y@=^^NUqc-zI}-ozA0R%oKcG6|{jOS|qW9{t{9adWC;+E<E-1*t_*I
zi+-}IKe>^ovA&wuYG)->y>qbAuM7m~O=XWa$)rESi@Hi-i}IC|ewaurT&)|N(xz;f
z!`(ty>8g5xM7X>vrAGBMi2?ay3?_6xVvW1q@fACdZSdG@kZ`T7FJpx8ij-r#2SvKj
zkDZ?l&G?#6(%hMYQ`Y*;4btmKAjh)`bE$N7FQ^bq0zARhgs1DYq^;<P@IHEWKGIo~
zWlrF)$g}kOpA|UVn=wY$QhIlZ{m>G@EU~uttimg$wX3P`%7CdCRKZLF<MA}h5fUP=
zlM5^V4HYdH>Jya_?3d7LbQH~9B{B}GsMGyh<VOd<#MVr-hMAp*m3DLbNid4VfheZR
zsUID7ZNB3KJ6KQ;QQ_vOyEf!5IPbnFD(+2isX;J8JQcuFxVyL-;{hBX@<U&?QtVx^
zh38afQga{O=KkE1jZ-`zVL(;BaM(n!^@FWq-(T%xFKeEGycMFoQ=$g4AWU9`gu(ZN
z$9wJKJa?f=@+7=UJD&QpgM#7+wpJFYL6kp{ikQp)+8LNYtM(Nh(8g1Ziv}ZM7+&zP
zSs#*;ClOKK@%%$a*KhdP!;D-kv`J)J_DxJmb;}%k?Wz8?ZXIGuf~ZWy@1!7<$j7d^
zdKT3rs-hm|xlu&YY`x@RsF-pgDN(!nA7Br9p>gRPI)Ye+Vk^|}Lh2zUgj|7YxAsDW
zGC#N!ATMxb8!WtwO-dzk<OxA{2H78j_~yGp7r*)*|3GExStPM1z&ZOXW^XW{!oe`;
zZJsy=c>()sa0;ltP=B86EC8Cw>$<Ow*<?AA@9lY~t#pB(EL6B>%&DLmdoWW46QQ&+
z5CHAyj_fFG)|$O4BHo5R1a=*SVp^%=f9|rSmT@=BtV$pvxvo$}?CT^E0CYGX;JWjP
zj-NIK--E9Gn0h21-1*a3)%jC}AuY=;gL?qn4FD;4<Xc!;uuui73-k+vH>pDA!S>dn
zdf{^y5&j*qJO<uhR(s{?6g=$=2F%GsmZDXBpux6{y?znVZ0jG7vrGoG7f+%Bp%8kN
zb(Mzp#i!5q#`AFCK1STLimm=73Y%Iskh_1a${zNcSLgZ*F98P@sxVew*(a<buU0yK
zC4K)7#DNjgqn8v@N3dec&@m^jY-b03%PHCXptt1p>zqHHoyt>GHoCPJrges8h`n0*
z&!y-1nicl*L;ji*dcU@R{5SF}OvJ@ce3j#uDyJW}PtU<=-e(X2fYx}&)4OxV;q7P@
zHo;TA3)Kc9Nlz{8z_w~$KXn3$d{@drD>6Xj8>pzjW?P}J)4LUD$0k6IV((aH()XD$
za|MD78%oFiL}=%c${+W=9h&kt229LUm}k$45Od=%YsA#R)^rEB4*`zfi2+B<RB~3z
zIcgh?3RhbcbaHRPpfJVWHI9P6Q8ceD!9j7om;wvS)*O&raDp!>D2%;Whon>T&Dg#Y
z!-cW63$?Wh1k?<?Mdj65)jb%iJSCx<W&EIDP=jqahcyqABO^9EB%0^z1F!#yWCyLi
zHs<jKud&+O*Al|v>D<DKU{*CUgRy)CHb_1<Ff8GLgM+Bcn82qf%_@wL>Al)Vmv2Ju
zV-`?4)5G&0wfl4CJO?YVgu&;SfMI4*s)Z)Fpq~nh*x*bf3PKd%%@QhjLp2r4|8OXk
z=%k@e8{8YchZny83=A=f607Q+Wx`evWz~T}79H@$ZiPh!P!c$R334c6u>!|hjQg<S
zej|u8`w1*}!Hdnog3t2kM|#Y)U-HvE9#ljrxUy(gs&M`__!8=&^0~W~<3K-m``yZX
zEGv^l5k`~uV_RU~*!zlraWq=fN4yk`GQeJbU~qMIp$U|F7%0IF-~pAC!CL_>6<2nt
ztsZVxhcC(3M{;{^kyKFT0JnXh%wID#9>Oto0xe2B5&tKtWBd`i4%}Ozh`msDv8DdS
ziIq7_Q_7Gu^N6mv@sFJ+>r;Picy!|zY-Hz;!7?haW6CPff2Hm~+zQvM<LPp^e%NQ2
zj)5npakAB!S<hE%R3|!`i0mm7BMiXhJe0c9wt?EEIfsuD2jA~Ah(A7@hf@$Mknqmm
zkKR1%H#T`^?dbpo+FN~+FBGWO#jgE861E_TIOEcE6k1$~Fe45S#R!@$9af4ALStEG
zDsjRZ;~UMosH=6(8a$`s-U0le9Z_irK}|qap@UN3>WlDq-g}8s<hs4@ho0vUlQ;o0
zPmCPCRjB)vkks=guOpFhwmVu<<#_80{!bmJc#nSrr4UmdgxA(;;bW}$CI07c_*9jy
zhHc3Ao?DpmpOaZZD;IkF&o{1CZAZfQIg=MDctl|rmHF{jI>>UpMzMF5wc!ib-p^aW
z|DWCbW2RSO5$~mX%@O4I70_Nmw1Wd8XstQgG1${hnohd8<eSIb#Tb|xTEH@8M9}4%
zpIExP9QvyqmwnCy3Y-Hy*i}yLtHEutAb<lM>9OI42#1%R*n)VeZviyWfdNQ$N8%38
zW7<<f*5*<jum#YRi<b{)l*N6mY-jxvLEz|~MDe6$=h<5VMOq0?#y~)7_kaWr;vOe#
zl>{_fg8`2SFxWh;$3^C6EH6YRw1lx4@Ye%KEx;HdGV6$}uJvsujTPv}<iJL<0Mp+r
zEJ;|YqT1IE$<g0`vm8M=#z!D1<c?l2%%jk%?C7S@eFEmwlTvFnb|g^H>(@!XgZvu-
zVEiL@)@ntVeSA2j73jdE<3Vfz+X5Xv&%jHP;?hJhkov$hGgV}B-1{<aiYau|a803S
zn`(2AI}VWjFJu3q(W#so)6w(!5F)05pRC}Oy5x_I8r38&%qvJIB4i#I7_ynE<Y__9
zIIBRS1dtD~7}CpTgGPqt9L;JHRUIMxO~N+-H6~Xaamy(vj1W*ay{`}3@AAj08a_3e
zt=U)W3~7Q_xjzEm150JS!LuyJY#>Q;#3ZoELZxIPU-t<`X{|tQ*&+I2|HXP5PxBZ2
zV59Ja7J@$cp$EbB_u09wY^`Q5Tbc>fyGTH}&aYx2NFlyoz(Dx>D!`Lf<x~t@g8|S$
zjLfFJTDV1PzOaj~-C27NIwc3FgUI=<!+Wq$Nr{@UBSFkTL?EUmohz;bn(db_`gj{}
z`BG!9pE^4)mAldo3TCYPrQ}gqF(ANoE6MF!-a|@HY6iYU2VJD1HKy(Eg5FB6h}q>G
zn$SW6@|X3577u9z1d`xmf;+kID@+myW>6|zgJ`ON8DKddycz{Oq}1A_uowesmI?4g
zo-|1J>)I9E``EEJTfTUXx>u_R&;XwF>^!BKE4sQgPVo+MSfkR?MpJ(Ornx;ykhQV4
zBNKq`Yw6oyXcz6$?=NUxec(vGXe9I<KH?FjAtby`_%acFnFNSIA;WIm^rb|MM|a(a
zhPUnYTREQ3nGh`N0QMNriG+jOPkr`$)0NDqa2ZwJGC6o3u~j?na>9>6w$jcMF47hF
zQgniXKhHY+4o;{b8LkGn#&RkipdRbcd7EJ6go;etvJ;j&!f!qUiV+{0%uVzFV_2>O
zWhHpr#)Ph^pCp@!o==z>=?74was48>-H)DZI5TLzS+-N9jJ%lD>r1d~@3jcHPmnY4
ze2~E6CP$J0&xqsDz!7X5Bs1*i2#^xK?bqwv3|+kfRB&Mr>oeVI064V02R4g6dYeHD
zbOtyrzggBVYPu013?K~_yP|YTH4DD-ThV?z$;Ft*got+3YcSo7H1PJ1O7I<d12_hU
z?`O7nd_O>;vw=!Jg^-O~p14GZ%_aDjTI_8SAu1uhnQ>`UD2=-tRI$WuJzBk0<n2NL
zloWO*_6*2=t+M|w2oK`)c8LThwAf+;RJETtbXBCAgP~B#!BgG$A3^7yMlr=iP(=p^
zh^_|*;QoD!kped_f8T%B-|T#^iHG2%Wx7%Yf5nC*I*b{S;LA^Wzgu2@rV5l{a_M2^
z*c?<?(~}|t-RI;`<k8+@fycWHMo>M8aC9<U;dci>oz*wXFv+%*JKSD#Wu3V?tB()7
zm_Yq%qEu{vj(AAMOu)8nF$5M&C4s+gn1lH}I6UfLN)Kmw1W<$o1J}5Ot>Z(d1K}UM
zOx~FfgG$Des~^n&n2Zg>2Rvo5PIw99pzqk$M|raWUH0IH<nUJlD$q)lYeaaIWO&`}
zeGGI}50DbQG;0Dez>tTM-4_5&pBlX}5nS%W9VGK3>nz?D+<-8d=(0t>FYlcg>aiEN
z#g-p=wInH>i~<&y#0bs4GwL773ep21&>&zP2PU>-DR>4|IVHs<mHhI<>z<sj_A%cd
z>U_!pl_WbEhbj_D&f}YwLsuVZ33Be9B58yLr_O-7##g@6dUf`P%s>G8@pRP0zA2z1
zsd7Dyk`nl;U3_X&Riz_RMb}?B(D3O#kASQTn0UIm`t?!i7nbioCDg)!;Xs~vSPHs`
zQ%m-HGl14gdHNzRHGY9>bnLi3d!_U6#U{BG<PI=xUvuIDeR5O-(}7BzEf@>sm>V$?
zv0eF3uyR+C<^m_ieKP0vJNAu*Vsf-=Ng{iRpgEDlmS!$Y0MCozc5Gk`Fg)}$gqXfu
zZ`0k(P`vvxc!fHXos_DTZzsRa6#SuFrv?|fB&2tw0{f}lN9->CuUB!{Kb*uvu#zO=
zlCE>q!i;u0?L)Orj1&OYAW`Vh3eyjY3A83rBG}7-zv8wP$>$POss+jy!MYeX_BKER
zA#!B&^*~DvZkg}OWK9FZ$UGxE&j5;G1l5P;yGdaOB7o>vV~l2clN;sX#Ag<5Sraox
z60o9td?gkU{*pHN5C9wp=9_Q2Xo%0aqlMX&C}Z~Pj#|C9-gE%6Qq*mNSV)Op`nsXB
zDLLMCAE<~zph#|h!O)0ep9RM-lM8>8^9jEaI5bx4C7KzoC}fm=LGCflm3;y3yB5Qk
z{?<i^Ka+T|9`{DnZwBCXKmLGXipcoA*Z2fDWB6a^MT@`SBe;7~ZXN$`&RG6`JZbv>
e@uy}UF@4wrZr*-*!vUVw1r%gdq$?y%1OEqkF>ML}

literal 0
HcmV?d00001

diff --git a/output_4_1.png b/output_4_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..e94839d9747748a709f6d65021ee0c7f220d6f09
GIT binary patch
literal 8433
zcmb7qcR1T^^mmLlUA9uI+MsIJC>1r@Qo)1TGpJFI#)uITTdA!Yvr6bNs<nz3wbEg)
zmXg}hB2^<Qtv%k`bG`4M?{)ot-|G@dzUO=2XP?hGcM|Rx>9U;SKLvq6So9FurVt2&
z4|u<N;y8HSD2bf{|Cs%6>Y1MaSLg}Xc<}io8e!uPft=<%`ePWH3g3f3E<p6OZ<u5A
zR;F;F<|FS9e-Gw(dh*|paJo~G_#mU5=T9kdm1v<`K5`$44jCVRZN1c6Wc3Fp_@&3%
zx8A$WR!X)!<jtg|tyH4L>uPR>v)X*-f%<}(gt@(ghV)K$E(N`NehUMkGnM2pF-3p(
z^^{m2qk+kginpUM80-tDzmS%;_PEi!42<)Jqz?!Fgefj5Ui)#6own!$^Jy52qi~&v
zBjG}3eLRA>v{^?RhWP)Jny<nm<F$K}`4n4C9UKnqoG$Z2>a5hS1odXgXr5Q~o9o$V
zjsz=@7dAKV)rakFOf?13ripK@|KVl+H*RMqxaR)I>x;eFa)&Z#`w)j)ZC7;)%VRfI
zr*_TG2JN;x%TEA$rCCS0m5>y{1rGcWyP0p0{X*N_CN=B-xOz(G!L$C}b8?k+l*>#W
z{MW0Xy1E)4vf4-uM#;Fjxoy-<c<-*oi#)Pci#XWpae1VAZ*X%u#AmutFTJj5u{d|<
zpBx3ZyTepD<h$BXGBQX=BYba*O|EIVdW2<@{PpV@0eHaAcirjYZER~KCbmC$N*<<v
z&5YGEd*(NvoaV<RA?D02EJoUPSDSnW3p5W`P?ar#-QV82?AFh3bBP-*t2%#*CmLV>
z{ppdRaIT`eQT^g@Nl-U(eD4l;wy<b;vHI7qUou{}0WRa~Ur--nP72F7wl+I|d7*PQ
zMYxIb;Iw73fJ%j<x7k8IP$bO#M@P!r_t8+cF|Ycm*5EHXyethnzusiK?M^;C&1+fa
z(DLs4=UZ&Zph@4(5sfWMbPK;`_(G0*MUGmKcYUKj)pA|~xB9ACN7RqM*pNrYR*9D5
zo{yvD`45bhx3+4$q5k*KBem5A+epQMYcBoi#u|+lxa{m~I=$d9bi2X#$IimV;DMhk
z1{?{sJ`uYUC~);=%h+XE6sZ6GYSv;|>45zGXV`d?(Yn#ktvyfG|8*>jK;7HB1@r+m
zpMIJ8$swPv#}@_GGn-y2t@Gd!xmQt^*}xfg{wxmvYTjHPt9dh8Zf8~JH{VmAC2gbN
z-km1q-;vB$6Z-vAf?Z1Mo7b<Gaa2P6_vsMYzWza4Q1b0**wDo>!SQSqi~lra)ONLX
zchwxXoxS8aUh6Tjxj5{O{kWpOIqARuMOPR(fh{mIQZ3r39X6WS?-1~ryg$A7B1zUZ
zjNY%pyDX61VN19y1{=#&4+*^gDW2nv-He&7V#vla;db)5St7OZsWQj^3lNV1JJ=vS
z+RtgXuMYV#b?QV!hm?YFFGKnmzbC^elYqj+&Lv?oLqTEM??JU6AspRVJ$9!aQK4=m
ztH^MznZC{rJ4Yw+XHTnM(ZeNcs8E5ZL)W?yLyZbX4MrZOB(v^@g=jIF`83Wcxs+*v
z{n6U5Ncquma<csSE8VtgU(flUK$j9Xp4`iy5wL!Wn{G*2HD*vOBZ}YiK7?HBunh@x
zXnTHrZSUEsZ$jt3_0>r|+^n%VwwyOs*G-QmlHy|Arq_OlQM{bOCHZDDI`d3nr&fd!
zZ>@dGr=X;BbfnXDG+H1(f^$udVosU9l$xT@5jtY4CMT{(msU(X&%B&Ib{i5Mb-+yv
zk)4WaQM5C|<O?ftZ%>e#`#OWny0P!`*<lZL=Lr!LOvLh4BGD|$AW}C){_5zsSjzca
zNb)hGL6g?J-+RwauVE;tP?J%|WAEPeSvd7XwkS;ePFby_?@@#(DSaF8D=L}E^&aoV
z#5qS)k(^oD@FlUk0^SAa4<}I-Z3jE^yDRlG&oZT~ERVtwB$<|jDCl`>B@lfn|J^#t
zbtyF9^9^YEo6=Ig(Uy=+c;vfxaIVx&luyHKtQ)c^kVvNvRtm~Hf4VbBKcMk0K9P5^
z1et9?^Xk>BA9prZnmm9H(gn^7T*t0G2G0%$oE)F<X$$LoQ`!11qCg`|S!H>*OC&Y)
zir-vU-u?qi997rKrLXNI)p?g8&TUuQrB7DN5w#-F@uV|Km{CP#eBPH5>e5HDKkm&o
z$QH=V3Te$8yUmzsbW6vIZ&vJWEaM@e(T6~V)@;4_e3+x(p&6J_`An(IYiQC1q?SF(
zvuIXZmAfBe2(qnP-;oZXzuV=?sr&1_a&kY(l`~lZa3KNp;6IVW#+qRy@Iqkx=9Z0A
zuKP2NB3H=RHK6adlcJbZ20?`8(ujf~%WsKC%T@`^I9QrbZ-2p#yGA&@kiRs68X?@Y
z{tSs=UUgquuVC_Ku7Dgo&21P1cGH}ddl6fGzHe058{v%+*_+2|eH6+UmS#S{j}`yy
z|B@vXzBOAg6Sg@OR!20(U@-g9Y#I$%QY6Dit1@eo(Q(xIh`ryaOGbI$P?HV5Qb%u=
zK5-e_)3<)4MtB&m4Ln;PP(-aLx%3%n(WDFfBtLha8@?h_T_b<b7zN701}?s;nGUC|
zY~K(=UqFkZxo5fK8%EZOK_o0~zZd)fi{QYjW+q20DA>Duga%(HiDlbYFN<q#cUump
z8*A<d{H45)CP!?K*)5H{u?jOZ>@UXA7cixzrDJ;_TUcBTU$OIP`TJ2M_4>Mh<gk%i
z`9@jIz_{0c+#2UMfBeX%xp%{0et*(`@UP%?EIKuIVz|UOqC_|KysBCea-QJc@#K9>
z1m|HKT9jBG24$EkCtgiiZHh%Jg?oJr8y)ZOcwz@BSQGXdz=l&ec>bD@o@=FgY22_^
zAg%QU%2$C{l^_*FYL=w^E+aQQdg^7En}=J-X$o2#Dr${5JP@EYQuE7-W%%W|s>?mn
zr&~hE7FJe1jkMO?U{=9v=&;oD>bCZAmcy66e7!<tnboYSDI;P!LOo(<(Jue|Q0>E!
z6b(0UiRhiV@k^UCZ1$N+Rr$ipI@jvMIj>0bR!SI|GtTsT2I0cjF5Sf+N@OOt{ZO(I
zzyE|j5O_E~KK^Z}$UrI%r1-o2Pp_665%wrh%~vgZ>%GuP3>ldO&#HAf%3$SQ8&HyM
zE-ducDb$LAt1ovfaYN?W-M>neU-kvMzd!krg$=*Lel4e}Hm<(9NjsHcqt}xh5?%$t
z@?(`iarb>%7FjsF_)V3Xr$_-MeX9_JIc6+lbFrkrp~-WsI+4rh+U#(960cQlT}11v
zW`lStw2A$^Gge`CHq;cp0n58bSESFSLQ?1Eer8IuuJjU%{ioxE0<Cu{npSPA%c)9%
zYww{nxALoh|Na#W`}3t>68(|IK;S$IP6dJVbHoaX8R?0gP!HKCI~=JDCpHr+zXS~I
zf@*0U`iVogtY6s$RV(U=@6GGRUSAWTpc6Mgo%3i4{-B~J49V}_5WOgKGFMH=hSO4n
z2Aki0@AN^0bAUORSlyISd=9OB&mbgxjeRZGT;ZT%!a9v5Gl-+RtRjeWO_6e;(^u5?
zb(B2mSiW#GWRiio)b)DPn;rcUGaN6&AX^>Nz%g0IKwm-K7yWDP|AykJ&>)6Q;4mGX
zcgWz%wU#bcC9}S&tW=3Hvs!tvJ$Qn?_pFTyRpFG?g)^M3pBwd#ai@nbZ@*Uurq6GT
zSbc5r=C$Iy$jTi@M<2^_TML#xFB<A6OYe#GJ*R7EiP>(o0alB&w3=hsIdtWcy5>wo
z=i8XLmiv%z8h=TXGIn))*tssel-*PlpCs+X?>)*J62`NIpMY?GBVr#xeP^yPy_^%D
z76ERq?K!bg_&;Ebm4@&)@17ilv?>E1n}`2XYJ%gvGRSs6@=(kkX6_?v@cgy7z4S_t
zxkCQm1cf1aNgCta_IuWtr7U|bar*)jQQc7n6$TYhZSx3vm-~Tk*az9ppp_qsHbW{A
z+%ilDP^?yG0yVX#Neeg|X9L$(?2<H0RY9QPGT3n$j*vISsV!{ZkfQ`s#DDf9Bs6%o
zgwP(6e21SfPn=(@2X@h;Yfc(h`1<jQ;f-nq8?Iy~Yc9eOZ|~sLDBCw2DH;@OvW+%;
ztRU)ifVqC>;@}^nh3)s<F(sc~HxzM)v0*3Z(FN~VIWhdWAkL$tzY1$+e-Iy&{qL@c
zB%k9CID)&hSuKhR)#a4M&X6%Yct$!0I#`k~q8;=2l?jdtEGvKE2KGaWr4yHjgV5};
zx=I7FADD`d+7Elwj1`7OQ`sH5?X+!GGSS@AznAW3K{A8R16faDInPnxNr+Enkk$hI
zj*>=J)1LvgdXI47XxTMm^GVps7wD7k+wb`*qPgKI&Hkc_ZDCUA=Ri9;u#?G#Vm~BH
z@4agFC()y2NgqiG6*ckPIhqVFiTbnIfMKAP{22EXp`Ty}{8JV|P^_|>SWOY;(?XQ(
z_p&59i5;jVagvdO7D`w@)^c~uC}&B}=vKST5Z?x)gGa!z-Lw*XkQz3;N@b1noznw^
zyWP!ej0H4!Jc=Jz4}=b3Jk)BJ`F@k-$_PDrwj#Qr7#}3ydf*zu_mc)TO|WAU%+v3n
zzGMBK*rR3ud{`g5Q(@G~A#uhaipjJa+k;`}HJ`QtScq*+vMLV9Rh{`T=2+_x=J7zW
zD$Nob{+R{KdbS>Mk^jU$J$q_05|T8puDtbw6IGRfc<4n~lxA@Fodr0;-4y3DQ5pFI
z8OM&d6goZm6Rzz(loxdRy5_aB*smB?4v%zU;DIIfaX-&U((VC~*w*+zk6?Jf4dW=2
zQrA6o@{M)F`KcHx6d9F6asrwuL{2ld;`KYoO{{6gPw5BMxhB3z+GA*nH~Heap$P3Z
zSeyqt3Ks89s4?x{(gt7a%oFgc9PX^2C&1F(3ARo&bA{Fqn8%@?YrA>F;}Y!(pZsB7
zMGL_k&8H)&&=QDl)4)ZTYET*#I^!<{6V?wO|3r^oC53({x};OMCCv~ExHd*YyTwwP
zXZ3+cw3i)kc#ny<ms-Tv0|P+lk&=K_(aK+u&w&s~@(sVDue#IqFTV3g9CIUKDsIi0
zc0X!X*SyC3<U2erKHznjS@%`|`J&(R4Bcs~cdQp+1n=f0NTX?*h|eI~Z3drrfFC2l
zeEkl`0HGHz^)YkmqZkN>Z}H`WU$Tw=?a6iiuCu*62Z#F+Z$Ut#@uq?}$45Z6uLK%g
zOE>dt7YL}8$g@9Tr(s2_X3s8xO1}z6gk+9)?TP{!7$=xsB99)EqAA)#+3^p2^Oqn(
zCJMusfQy_e{2W>zAA0u=h&&2hJ0xSMD?~}sn`6w@H9N_R*qkEYMvD<7%({{pv<oTR
zJ~%FiKE<Kynm-LWLWN;z{<|PupCw-$e|bGA>>Zy=>+REKtfS*OjVT$tanB{VIJT?L
zp{3DnOBcK{4RK_M%9qe>n-9*?0VZ9SVcvpz_^i#FD6g-*H1yH>PAf}rtq|`0FPCy|
zF>j&?x3o`<LO_P_6M9izEkQf<T4Zqfhg;t_V+jH?U4yCY3=}u}T<!40JR!&zC&@3s
zDcgIWdP-Z6M^f@O-f&Q!-xs0?y7bMY$TOwL&w%#9VfQx*XP7Mz{eNljL2rDlZBaAO
zM+zPG$D2<}Lt9bhglrmG^#$n5MwjQ|T6S*!v2Km>3#TY0F(`@=)LW(FOixgQV1m98
zhp)RknPFTq*CX8~rZYITc68dkT>X5*v8@{U;%9OTiy$95sgYHI>b$7iH`supV7coW
z6Sis{wz=L7A8pkV(5+1xKHYvIesPEK@rro<Fn6<Qlz@hOhxye|?{XyD_3YF;s<kaZ
zVop9CtLaqbolx8K&efi~S)oVmbKOoO>t~*^jCzk*`hqtvKbTp#zR6vJc;O9k6FeF|
ztAWo=j>xKQmP(ymx$4^F7Xm++1b(EtdXwj5Y`lLue_R*q>~P4{fNdPW$*P4_WpyJ0
z7gyo8M}fwB`NK3?x?K!?c%SxHFd^=48!h+S)LTt9rpkZechf7`Vwzln-x{snW;pL!
zE|j||y8ZS&1|lKY^z^LojG6CJg`~H~dmf-6SgtBfgq{zJ7_Dnf%6L%WX@3}6)TVrI
z`B6m;;(g**C%Ie>M2>v1xQyd*FGFvU`LE(f`#mvN4YX9L`JG$gkGNsC3T)wOHXR+s
zR~yP#JLUiMa{YZ^#!c_bZM1oH=U&!8!mU%&rvGiX9zJ0!@UX}+m#cK9FfHUr!f?Ma
z11N|$d{rMNvhMOm?=u;O0EBhI_>?p<)UKVtlp?WH;J?_wB07ZMF;LGH{xwmJyXev<
zB-EGYU+Ox^c-o%&cz{g!TX0ykp4cz{krnVRs(t?}i%mv7abwe_b(BFUDNRL^mgchJ
zD7D{+>|2PcNJqH#1qnSX*Pk8i?%FrTKWZ%hK2X}!VHx%j!<vx6SHV=9*<+X3qvs~q
z;%o0YeglX)ml1&D{dFqZr-AhX!KG?@E!r`AM&;X+2m3Y|A1sFE2_piz1Q}4Rb+KO)
zxZkc==Z4p<OS&Xmre!GG8N&9TFR^=NTHpj+1{6B_lsd}#J%>}|-Ib?HSbRL+U1`Ta
zx`l6r?a#apZ+tf7Io6NiNhm}dVDkG%ehe~)GuYq6<~-x4_)%UIA9Em?PwOmCC)yQn
zD55qngj=vBIl!^5vIvbHMYBVdSfhqV$BoN~a*X2l&L=&{wue66yH?}5UQ5g9zxD}8
zSbMXL$EODP(n>k8v^ePAYSO1YX8<N3)^qT<xluIzAcUNud2RBDwEo4l8J4lk&7D9E
z%YV;<DV<-*(?Lz#YXuXxGgC-+JR)iCl|Z%Kllwj{eRlnmK9`rz9?K0rv4)I${3yx9
zar5Sg8_nv;J3O$<oK9VH3UQ(}wo3jUsqTFJsO*5pi|YWlU1A?O%PHpK+`g5~CYk$E
z%%SKd4`T=(!MpSDYwpOeE;ar6yoYfnINk9^w{!;!UxP=Jyd&RZms!v5^_`=8C{BP@
z##l|nm35!tmA}x<arcaz!-2E&so_%?R*6#rQP86dZCPTNm_mgPLOMac@v0G79I3QI
zR=u74N^Tf{>CCc;4gv7-g`=qIiiMdTnW50D=hehI;9mGmgIL@uM(Ei~{fcH#IhIJh
zz#TRY?%<|S>iyK+hJlMZKV&!;yMna3GlODp&v5vfjF}xy$|*Y<H0#SESKwN*8IyTI
zOoMFq82J0oR{3-+41^SZ--+tDGY?PVPT><BdTAfm_0UuZ$CMl-q-8rAcU4OG^|`i}
ziFSU=5lCoPrl~AVJkq1$R#&z~mD}*lYgtE=d!CMDo5ELnN!su<sT0a2uDxphZrcS+
zMXEmLr2MjfnjO4GS^NpN5(hFXm_P;0Qqhv+D=_-R_Ek>VDnoOpC;l7sDDrfu@|=sj
z$hfYeG+A2mTdl7H+%o!cpAPm%fvy8ag1U)Hv&Y;L^}Dl!KsjQtUxMqFzPUS6y({It
z?0)7fFzc7b2in1nOYDu7>+=L(skP!I_M+E`h60zY_N(jqzD*yIZ1d`%mEHW!rvVc)
zjLFAG8wX4i^UIs>-)5`18^0uI8lcRiDTc2I5)u_QpXMud4P`)=E(sPbJY9ztvnGax
zMgp3Q3Q@fG>P-cm8}m~LNxn9L6ZX{0XJ=Ac<d^!Y+aiX6vGpSuE;X>?jU{PvyBt+L
zn0RLulJw!$YU0H4bLk^RTiWB!C()J}a<z{^7sHkF(s)3N*Q+ZR<i1U^euP)wH-{r`
zOPP#B@D3|*L~ChtE`UGcOxcYCCS?zL-X5;rQ)cl4S{=G7I%EbaIDk?-00Y=X?jos|
zmD^<7s6|sQy-I^J+iTot!V)_{XTHUY%2e6FY9igr8-m%<b2B3<*Ux<npd>pNP`%4s
z$@GCNDzqg^1v2QHftdIxZL@cC-c9Y?E#i{2X#fw?ZaPBFU#L*gV{R%DAgNQ=j$8kL
z8<=C<_uX&If0L2)?vB1n!WUUif{BDaFfmk+C3F>T@W*;LbY5;|)mfP~3s2xCU`W2A
zLo|Rx9{?PhbDCEe>WL<Z>93YGxcriRJ90P=k2@lg7agkn53Dw^06fP{!8*NMk~Ts6
zjb*5Oe;cvLqTfx7{ht3F9&Zr*v04bgzf;)b0b%V~%U(QfhuJ++t<GmA8bLhiv=g4M
zdy5aUwcf(od$5shPW1<t84kXJSJn-A{<e3=zo=%7Pe-)P!4Vff*XpSirTuPWh+~vO
zx=V=0?(DQ#AzJ~iR^2#>&Pd!nElFeTvS*@0C`@3X_QN*~9`_y1nks=$n46MR4CZS$
zJptMWy^<Vr>&d<VLOZdhC%<50rP?O$C_LTZYb>0LLH1AyB}tlKSD7~U%9;w<#-8sk
zk1Qg?Sa21{p6MPHtygH(z-k(AKCPMtrds0H@zhIX8~6lksO7Hf{8ePi^Cn;trB&uu
zV_3NXSDlt_?i^@|#2MONGC$Hz0Lkw5$aYPTLIKD-JQAmtBI$aC!T~~spFQRXPykI&
zI%zt!E=g~1+-cv6c-<hTyTEi<^nKtFXpn%e)kv+R;fk8M-oc*yu)mSjI4H<dI<u*y
z%bbgi717!ciw)smw>C%z6Vl$jJ2R}miFVyV)mz0Sks87&uFSxjj+mK;Bfh?BR!ac5
zn29UOq@pI^t5In6FGmX(<?P%Y!co2sIejfxJ2-3Uf=QuAx=~ur?J?no<KMntGiu7L
zaigEM$d&;K7V3Gi*?#OYIPLJ5TLCEj<q6%{kfwnlOJmDR#g7tYKI=yfIryK{odD=H
z0rX`;U3r#=7z&wmuhX|W(07}w@>N3-;aB8R6kc+5@^jaO{2*H_d;Vket0n1)_403d
zs%#d?!mejBkIKRxSHolNof**Kab*TYt?f~`Kh!9m_LgmwLs>T4VlKLMZ1@s%U~Up<
z)r3DHfK0?NmpdLzBXphEuS79E)h~7GEpD?w*6Fv)cvU5!_0f+L)gqMEWwmljGeps4
zOVWcDkHXxnr7_Qz1UdO4j)mWVwU986olDkbodDi8-nuk+QMUCUbDqt3UvJy-&+#JH
z9~KmS&c$pbRN^d{1a#T^tyl$oKdBMdes7?)&G`en%d4Mdl@fR*riMiA9US?FeoBwp
zO%M(o4O!QPg{NoAY~jRp-m~&9AyoPjqOhOoAWnOS571>!S0z6NymMdSzQ%!77j}Gk
zT7Ya^vFB#nE+g}VA@9@~E8nIfd{7MNfG?m`*`fc)I{5p|&sQF0K`mJagTz>|P!T`I
zgg@NmyP}2bvWz)8m9ocf-`X{P(O9u}kgc12cncJs=oHWo_lpksG_i`<fr$ghAlnWD
zl~I#1(4*Hs^-+rkUFB?j%9Ysa=9u)$HplmPwo)pDZ5jZy08R5bwCG)YXVkjas!vwf
zALn^7b?4Z80^ayk+OY%H$<x;jU_xV=at053n!0e|Rf=fVH5U?U2dko7MlktXBZllR
zZh@=ia>uYmK_h3<5ha4|c;!2|>=R(>vF1flqA)v!L`r1x8c)d7IY(rV6%L0n?(t!n
zx1b3DEkCXgu}ac7=eBR0W!G$59-MjC{QYeK<CML7TJvslRh2OGQaZxNFHaYam`DEN
z9GQxI8I^v5+S$~^BC1-;gJs2@!RBiR-_mvHJ7)&%^9UddmlO3|`V6!*otV~C*Jeh?
zw{v#oh@(a-9fc<%q97R@4o`M%Q7gAylA+DFuz$CXtJtB$@8xgei5rKbWciLgfy?!y
ztXDe()3*6L&$$d7_h!yg3MLGf5p{5deabUkX`GJ{l}!1}`JyJsV}jb&3%X2Cp{e<e
zq`5xjOzmJ7R>zPQVqgK!c{O#jAu1=&Pv8D!|5wC7qI@wF?RZa3ivDeP0=u%3EZ<~}
z(p2cE4GjG4GCD3_9wySRH810M;_&&QdJXcQ7r|^FI5iW|zGW4wAM{S&KY1AO@F4*q
z=izo3ntN)`*-i~SuF|o0W~=Mmuv8K`RB-F!tY3EtV+3U2=f9s{nc)n2ITtsh)FRao
z=0V4f2K(DvEYIRT1{A$!#d2ZutEy&1@fAyjl~Y$0-M%<A6F1&o+7;{_HIwSE9u2>r
zY{R^KvJA5E@A^2eEy}Sw^gwhi<iolK&ox3;?`~Yj6Q8T^TH1(#VJO@Sa6CJvS4d`(
zb5%x|XETVLNNRrm6=mNp<!lgTljC)1jWZ#j{H657Q)S$zb2aA?47~TYgHy5tzKzy)
z^FJFs=YMK;a_gN}b8)eucAbRaN`IecP|T(Uo70kla3YUpZ`QGCYEl~OX*ImVqLRgi
zQT?dVV4%B8UtkPXNE-6G2HWF8@`<dO;Ho%R+AJ2tx!6u}rhHio#8^39m=!1p;c!?e
zpQQ^;#Yms9i>&vsAG(sOy<=8V3fEg;>1~SCv_YX#<iQkIF-EucpJGTQ{nvvYyLIur
z`#HD#{huZLatJk<OGyg5(C#~ld%E_RC>CQTY!Imvqoc0UsT&oL1xC1ocBp;j>k*0a
z9qb2JH_ptC|6zGLfIA$p4GH<kf?9DWu|Q@GYF{npZEl0Zv+>9B3ITcb+*#U0h8?<2
zDecT3=D>ezueMH&>9pmbXN!y5oByt82YZQA(>PzQXZ>qnZdHwWt0J?Ruf_W;AMMcC
znEE%Sx1hqO*6UxtUBwU14tlWi2&M0N|DB-+h(`VoPR<M6Mx8!@9|*)9{TASVe&GJU
hIGg`pkp4Mj=nt)aFfO?;4OoKc=@@BO+;n>Ie*k$<kOcq$

literal 0
HcmV?d00001

diff --git a/str_PADI100/0.gexf b/str_PADI100/0.gexf
new file mode 100644
index 0000000..599e78d
--- /dev/null
+++ b/str_PADI100/0.gexf
@@ -0,0 +1,11 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD4103071" label="Kano" />
+      <node id="GD4468122" label="Lagos" />
+      <node id="GD95073" label="Plateau State" />
+      <node id="GD791183" label="Port Harcourt" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/1.gexf b/str_PADI100/1.gexf
new file mode 100644
index 0000000..ae8bd87
--- /dev/null
+++ b/str_PADI100/1.gexf
@@ -0,0 +1,8 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1685421" label="Abeokuta" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/10.gexf b/str_PADI100/10.gexf
new file mode 100644
index 0000000..cd1e705
--- /dev/null
+++ b/str_PADI100/10.gexf
@@ -0,0 +1,22 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5400765" label="Paris" />
+      <node id="GD3789919" label="Seoul" />
+      <node id="GD1316637" label="South Korea" />
+      <node id="GD3949715" label="Taiwan" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD3789919" target="GD1316637">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/100.gexf b/str_PADI100/100.gexf
new file mode 100644
index 0000000..5491150
--- /dev/null
+++ b/str_PADI100/100.gexf
@@ -0,0 +1,26 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD2880488" label="Angola" />
+      <node id="GD1335306" label="Namibia" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD2880488" target="GD1335306">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD1335306" target="GD2880488">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/11.gexf b/str_PADI100/11.gexf
new file mode 100644
index 0000000..2998e0e
--- /dev/null
+++ b/str_PADI100/11.gexf
@@ -0,0 +1,8 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1316637" label="South Korea" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/12.gexf b/str_PADI100/12.gexf
new file mode 100644
index 0000000..334c7d0
--- /dev/null
+++ b/str_PADI100/12.gexf
@@ -0,0 +1,66 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1955440" label="Alberta" />
+      <node id="GD5063243" label="Australia" />
+      <node id="GD3364804" label="Canada" />
+      <node id="GD3995806" label="Korea" />
+      <node id="GD934193" label="New Zealand" />
+      <node id="GD2055944" label="U.S." />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD1955440" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD1955440" target="GD3364804">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD5063243" target="GD934193">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD3364804" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD3995806" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD934193" target="GD5063243">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD2055944" target="GD1955440">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD2055944" target="GD3364804">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/13.gexf b/str_PADI100/13.gexf
new file mode 100644
index 0000000..5fd6870
--- /dev/null
+++ b/str_PADI100/13.gexf
@@ -0,0 +1,47 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5573894" label="Bauchi" />
+      <node id="GD509348" label="Bauchi State" />
+      <node id="GD4243745" label="Katagum" />
+      <node id="GD1607251" label="Nigeria" />
+      <node id="GD2878541" label="Toro" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5573894" target="GD509348">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5573894" target="GD1607251">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD509348" target="GD1607251">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD4243745" target="GD509348">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD4243745" target="GD1607251">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/14.gexf b/str_PADI100/14.gexf
new file mode 100644
index 0000000..97e920e
--- /dev/null
+++ b/str_PADI100/14.gexf
@@ -0,0 +1,48 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD639917" label="Germany" />
+      <node id="GD3649667" label="North Chungcheong Province" />
+      <node id="GD3789919" label="Seoul" />
+      <node id="GD753475" label="South Chungcheong Province" />
+      <node id="GD1316637" label="South Korea" />
+      <node id="GD2055944" label="United States" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD3649667" target="GD753475">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD3649667" target="GD1316637">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD3789919" target="GD1316637">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD753475" target="GD3649667">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD753475" target="GD1316637">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/15.gexf b/str_PADI100/15.gexf
new file mode 100644
index 0000000..e897e0e
--- /dev/null
+++ b/str_PADI100/15.gexf
@@ -0,0 +1,8 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1184772" label="China" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/16.gexf b/str_PADI100/16.gexf
new file mode 100644
index 0000000..7b66ac0
--- /dev/null
+++ b/str_PADI100/16.gexf
@@ -0,0 +1,6 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes />
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/17.gexf b/str_PADI100/17.gexf
new file mode 100644
index 0000000..29b51ad
--- /dev/null
+++ b/str_PADI100/17.gexf
@@ -0,0 +1,9 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD5622144" label="Asia" />
+      <node id="GD1184772" label="China" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/18.gexf b/str_PADI100/18.gexf
new file mode 100644
index 0000000..4ccafb6
--- /dev/null
+++ b/str_PADI100/18.gexf
@@ -0,0 +1,9 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1184772" label="China" />
+      <node id="GD6493741" label="Sinovac" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/19.gexf b/str_PADI100/19.gexf
new file mode 100644
index 0000000..1e76079
--- /dev/null
+++ b/str_PADI100/19.gexf
@@ -0,0 +1,115 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5622144" label="Asia" />
+      <node id="GD1184772" label="China" />
+      <node id="GD14300647" label="Diaoyu" />
+      <node id="GD2281224" label="East China Sea" />
+      <node id="GD5754084" label="Japan" />
+      <node id="GD3970383" label="Middle East" />
+      <node id="GD4001885" label="Okinawa" />
+      <node id="GD3916933" label="Pacific Ocean" />
+      <node id="GD3949715" label="Taiwan" />
+      <node id="GD1316637" label="South Korea" />
+      <node id="GD91392" label="Syria" />
+      <node id="GD2055944" label="US" />
+      <node id="GD3317465" label="Vietnam" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD1184772" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD2281224" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD2281224" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD5754084" target="GD2281224">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD5754084" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD5754084" target="GD1316637">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD5754084" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD5754084" target="GD5622144">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD4001885" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD3949715" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD3949715" target="GD5622144">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD1316637" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD1316637" target="GD5622144">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD91392" target="GD3970383">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD2055944" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/2.gexf b/str_PADI100/2.gexf
new file mode 100644
index 0000000..17d8db4
--- /dev/null
+++ b/str_PADI100/2.gexf
@@ -0,0 +1,8 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD2032795" label="Romania" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/20.gexf b/str_PADI100/20.gexf
new file mode 100644
index 0000000..7b66ac0
--- /dev/null
+++ b/str_PADI100/20.gexf
@@ -0,0 +1,6 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes />
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/21.gexf b/str_PADI100/21.gexf
new file mode 100644
index 0000000..75bd1ab
--- /dev/null
+++ b/str_PADI100/21.gexf
@@ -0,0 +1,13 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1062053" label="Beijing" />
+      <node id="GD1184772" label="China" />
+      <node id="GD4316386" label="Hong Kong" />
+      <node id="GD934193" label="New Zealand" />
+      <node id="GD3850521" label="Shanghai" />
+      <node id="GD2589931" label="UK" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/22.gexf b/str_PADI100/22.gexf
new file mode 100644
index 0000000..3ded158
--- /dev/null
+++ b/str_PADI100/22.gexf
@@ -0,0 +1,8 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD4316386" label="Hong Kong" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/23.gexf b/str_PADI100/23.gexf
new file mode 100644
index 0000000..1986e32
--- /dev/null
+++ b/str_PADI100/23.gexf
@@ -0,0 +1,45 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD4114168" label="America" />
+      <node id="GD1184772" label="China" />
+      <node id="GD4486468" label="Emington" />
+      <node id="GD3086749" label="Europe" />
+      <node id="GD1256319" label="Ill." />
+      <node id="GD934193" label="New Zealand" />
+      <node id="GD1469699" label="Seattle" />
+      <node id="GD3850521" label="Shanghai" />
+      <node id="GD2055944" label="U.S." />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD4486468" target="GD1256319">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD4486468" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD1256319" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD1469699" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/24.gexf b/str_PADI100/24.gexf
new file mode 100644
index 0000000..24d0c68
--- /dev/null
+++ b/str_PADI100/24.gexf
@@ -0,0 +1,137 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1829725" label="Belarus" />
+      <node id="GD5551940" label="Latvia" />
+      <node id="GD4668148" label="Lithuania" />
+      <node id="GD483287" label="Poland" />
+      <node id="GD1626932" label="Russia" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD1829725" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD1829725" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD1829725" target="GD483287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD1829725" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD5551940" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD5551940" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD5551940" target="GD483287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD5551940" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD4668148" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD4668148" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD4668148" target="GD483287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD4668148" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD483287" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD483287" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD483287" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD483287" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="16" source="GD1626932" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="17" source="GD1626932" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="18" source="GD1626932" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="19" source="GD1626932" target="GD483287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/25.gexf b/str_PADI100/25.gexf
new file mode 100644
index 0000000..7b66ac0
--- /dev/null
+++ b/str_PADI100/25.gexf
@@ -0,0 +1,6 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes />
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/26.gexf b/str_PADI100/26.gexf
new file mode 100644
index 0000000..2a4aaf5
--- /dev/null
+++ b/str_PADI100/26.gexf
@@ -0,0 +1,10 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1184772" label="China" />
+      <node id="GD3086749" label="Europe" />
+      <node id="GD2055944" label="United States" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/27.gexf b/str_PADI100/27.gexf
new file mode 100644
index 0000000..73ee4c7
--- /dev/null
+++ b/str_PADI100/27.gexf
@@ -0,0 +1,10 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1184772" label="China" />
+      <node id="GD6025860" label="Fengcheng" />
+      <node id="GD505602" label="Jiangxi" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/28.gexf b/str_PADI100/28.gexf
new file mode 100644
index 0000000..171e3ad
--- /dev/null
+++ b/str_PADI100/28.gexf
@@ -0,0 +1,11 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1184772" label="China" />
+      <node id="GD4193576" label="Qinghai" />
+      <node id="GD5321881" label="Shandong" />
+      <node id="GD2055944" label="US" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/29.gexf b/str_PADI100/29.gexf
new file mode 100644
index 0000000..58d3699
--- /dev/null
+++ b/str_PADI100/29.gexf
@@ -0,0 +1,96 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD434642" label="Anhui" />
+      <node id="GD1062053" label="Beijing" />
+      <node id="GD1184772" label="China" />
+      <node id="GD8995108" label="Guangxi" />
+      <node id="GD5018645" label="Heilongjiang" />
+      <node id="GD4329808" label="Henan" />
+      <node id="GD5861471" label="Hubei" />
+      <node id="GD2288895" label="Hunan" />
+      <node id="GD4164906" label="Liaoning" />
+      <node id="GD1626932" label="Russia" />
+      <node id="GD3971239" label="Tianjin" />
+      <node id="GD2055944" label="USA" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD434642" target="GD4329808">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD434642" target="GD5861471">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD1062053" target="GD3971239">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD4329808" target="GD434642">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD4329808" target="GD5861471">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD5861471" target="GD434642">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD5861471" target="GD4329808">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD5861471" target="GD2288895">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD2288895" target="GD5861471">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD1626932" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD3971239" target="GD1062053">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD2055944" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/3.gexf b/str_PADI100/3.gexf
new file mode 100644
index 0000000..3c856bb
--- /dev/null
+++ b/str_PADI100/3.gexf
@@ -0,0 +1,9 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1626932" label="Russia" />
+      <node id="GD3274230" label="Siberia" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/30.gexf b/str_PADI100/30.gexf
new file mode 100644
index 0000000..97f2cfe
--- /dev/null
+++ b/str_PADI100/30.gexf
@@ -0,0 +1,129 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD9627296" label="Andes Mountains" />
+      <node id="GD5526704" label="Argentina" />
+      <node id="GD3110813" label="Atacama Desert" />
+      <node id="GD1062053" label="Beijing" />
+      <node id="GD976842" label="Brazil" />
+      <node id="GD510456" label="Chile" />
+      <node id="GD1184772" label="China" />
+      <node id="GD609042" label="Los Lagos" />
+      <node id="GD918262" label="Los Rios" />
+      <node id="GD4935747" label="Pacific" />
+      <node id="GD237993" label="Paraguay" />
+      <node id="GD1846063" label="Puerto Montt" />
+      <node id="GD4485534" label="San Pedro" />
+      <node id="GD1496067" label="Santiago" />
+      <node id="GD4122366" label="South America" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5526704" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5526704" target="GD510456">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD5526704" target="GD237993">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD5526704" target="GD4485534">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD3110813" target="GD510456">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD976842" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD976842" target="GD237993">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD976842" target="GD4485534">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD510456" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD510456" target="GD4122366">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD609042" target="GD510456">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD237993" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD237993" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD1846063" target="GD510456">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD4485534" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD4485534" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="16" source="GD4485534" target="GD237993">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/31.gexf b/str_PADI100/31.gexf
new file mode 100644
index 0000000..42388cc
--- /dev/null
+++ b/str_PADI100/31.gexf
@@ -0,0 +1,31 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1062053" label="Beijing" />
+      <node id="GD3412223" label="Busan" />
+      <node id="GD1184772" label="China" />
+      <node id="GD4567898" label="Incheon" />
+      <node id="GD3995806" label="Korea" />
+      <node id="GD4060344" label="Macau" />
+      <node id="GD3789919" label="Seoul" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD4567898" target="GD3789919">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD3789919" target="GD4567898">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/32.gexf b/str_PADI100/32.gexf
new file mode 100644
index 0000000..9e80ba1
--- /dev/null
+++ b/str_PADI100/32.gexf
@@ -0,0 +1,49 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1184772" label="China" />
+      <node id="GD5754084" label="Japan" />
+      <node id="GD3995806" label="Korea" />
+      <node id="GD5638982" label="Pyongyang" />
+      <node id="GD3789919" label="Seoul" />
+      <node id="GD2055944" label="United States" />
+      <node id="GD4988546" label="Washington" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD1184772" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5754084" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD3995806" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD2055944" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD4988546" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/33.gexf b/str_PADI100/33.gexf
new file mode 100644
index 0000000..48b4b11
--- /dev/null
+++ b/str_PADI100/33.gexf
@@ -0,0 +1,21 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5622144" label="Asia" />
+      <node id="GD1184772" label="China" />
+      <node id="GD10908" label="Xinjiang" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD10908" target="GD5622144">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/34.gexf b/str_PADI100/34.gexf
new file mode 100644
index 0000000..fff81a9
--- /dev/null
+++ b/str_PADI100/34.gexf
@@ -0,0 +1,28 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5063243" label="Australia" />
+      <node id="GD1184772" label="China" />
+      <node id="GD934193" label="New Zealand" />
+      <node id="GD2055944" label="United States" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5063243" target="GD934193">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD934193" target="GD5063243">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/35.gexf b/str_PADI100/35.gexf
new file mode 100644
index 0000000..38d5b43
--- /dev/null
+++ b/str_PADI100/35.gexf
@@ -0,0 +1,181 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1829725" label="Belarus" />
+      <node id="GD4823568" label="EU" />
+      <node id="GD5551940" label="Latvia" />
+      <node id="GD4668148" label="Lithuania" />
+      <node id="GD483287" label="Poland" />
+      <node id="GD5708437" label="Riga" />
+      <node id="GD1626932" label="Russia" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD1829725" target="GD4823568">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD1829725" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD1829725" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD1829725" target="GD483287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD1829725" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD4823568" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD4823568" target="GD483287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD4823568" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD5551940" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD5551940" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD5551940" target="GD483287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD5551940" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD4668148" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD4668148" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD4668148" target="GD483287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD4668148" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="16" source="GD483287" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="17" source="GD483287" target="GD4823568">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="18" source="GD483287" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="19" source="GD483287" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="20" source="GD483287" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="21" source="GD5708437" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="22" source="GD1626932" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="23" source="GD1626932" target="GD4823568">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="24" source="GD1626932" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="25" source="GD1626932" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="26" source="GD1626932" target="GD483287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/36.gexf b/str_PADI100/36.gexf
new file mode 100644
index 0000000..108efe2
--- /dev/null
+++ b/str_PADI100/36.gexf
@@ -0,0 +1,60 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD2158947" label="Britain" />
+      <node id="GD2107484" label="Caistor" />
+      <node id="GD4052683" label="Cherry Valley" />
+      <node id="GD1184772" label="China" />
+      <node id="GD3404665" label="Driffield" />
+      <node id="GD2396654" label="East Yorkshire" />
+      <node id="GD3086749" label="Europe" />
+      <node id="GD639917" label="Germany" />
+      <node id="GD442522" label="Market Rasen" />
+      <node id="GD159607" label="Nafferton" />
+      <node id="GD2589931" label="UK" />
+      <node id="GD2150970" label="Yorkshire" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD2107484" target="GD2589931">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD3404665" target="GD2589931">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD639917" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD442522" target="GD2589931">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD159607" target="GD2589931">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD2150970" target="GD2589931">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/37.gexf b/str_PADI100/37.gexf
new file mode 100644
index 0000000..dfb4220
--- /dev/null
+++ b/str_PADI100/37.gexf
@@ -0,0 +1,85 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD837650" label="California" />
+      <node id="GD3364804" label="Canada" />
+      <node id="GD1184772" label="China" />
+      <node id="GD4860388" label="Oregon" />
+      <node id="GD4850349" label="Pacific Northwest" />
+      <node id="GD2055944" label="United States" />
+      <node id="GD4988546" label="Washington State" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD837650" target="GD4860388">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD837650" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD3364804" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD3364804" target="GD4988546">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD4860388" target="GD837650">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD4860388" target="GD4988546">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD4860388" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD2055944" target="GD3364804">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD4988546" target="GD3364804">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD4988546" target="GD4860388">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD4988546" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/38.gexf b/str_PADI100/38.gexf
new file mode 100644
index 0000000..b9c088d
--- /dev/null
+++ b/str_PADI100/38.gexf
@@ -0,0 +1,156 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD434642" label="Anhui" />
+      <node id="GD3238712" label="Changsha" />
+      <node id="GD1184772" label="China" />
+      <node id="GD5464165" label="Guangdong" />
+      <node id="GD8995108" label="Guangxi" />
+      <node id="GD2895523" label="Guanxi" />
+      <node id="GD6041935" label="Guizhou" />
+      <node id="GD846012" label="Hebei" />
+      <node id="GD5018645" label="Heilongjiang" />
+      <node id="GD5861471" label="Hubei" />
+      <node id="GD2288895" label="Hunan" />
+      <node id="GD5735210" label="Jiangsu" />
+      <node id="GD4164906" label="Liaoning" />
+      <node id="GD8479080" label="Ningxia" />
+      <node id="GD3740383" label="Panjin" />
+      <node id="GD4193576" label="Qinghai" />
+      <node id="GD3199198" label="Tibet" />
+      <node id="GD1939075" label="Yunnan" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD434642" target="GD5861471">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD434642" target="GD5735210">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD3238712" target="GD2288895">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD5464165" target="GD2288895">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD8995108" target="GD5735210">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD6041935" target="GD2288895">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD6041935" target="GD1939075">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD846012" target="GD4164906">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD5861471" target="GD434642">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD5861471" target="GD2288895">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD2288895" target="GD5464165">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD2288895" target="GD6041935">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD2288895" target="GD5861471">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD5735210" target="GD434642">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD4164906" target="GD846012">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD3740383" target="GD4164906">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="16" source="GD4193576" target="GD3199198">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="17" source="GD3199198" target="GD4193576">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="18" source="GD3199198" target="GD1939075">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="19" source="GD1939075" target="GD6041935">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="20" source="GD1939075" target="GD3199198">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/39.gexf b/str_PADI100/39.gexf
new file mode 100644
index 0000000..f38952f
--- /dev/null
+++ b/str_PADI100/39.gexf
@@ -0,0 +1,131 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD2583091" label="Bulgaria" />
+      <node id="GD1198799" label="Burgas" />
+      <node id="GD4722902" label="Changhua" />
+      <node id="GD1184772" label="China" />
+      <node id="GD2716737" label="Gombe" />
+      <node id="GD1611567" label="India" />
+      <node id="GD11254907" label="Jigawa" />
+      <node id="GD4103071" label="Kano" />
+      <node id="GD14771701" label="Kaohsiung" />
+      <node id="GD1618468" label="Kerala" />
+      <node id="GD4582990" label="Kollam" />
+      <node id="GD4468122" label="Lagos" />
+      <node id="GD1607251" label="Nigeria" />
+      <node id="GD9476174" label="Ogun" />
+      <node id="GD2659279" label="Oyo" />
+      <node id="GD8369691" label="Plateau" />
+      <node id="GD2567492" label="Suzhou" />
+      <node id="GD1699683" label="Taichung" />
+      <node id="GD2195695" label="Tainan" />
+      <node id="GD3949715" label="Taiwan" />
+      <node id="GD4409979" label="Taizhou" />
+      <node id="GD2055944" label="US" />
+      <node id="GD3317465" label="Vietnam" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD1198799" target="GD2583091">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD4722902" target="GD1699683">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD4722902" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD2716737" target="GD1607251">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD11254907" target="GD1607251">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD4103071" target="GD1607251">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD14771701" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD1618468" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD4582990" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD4582990" target="GD1618468">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD4468122" target="GD1607251">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD9476174" target="GD1607251">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD2659279" target="GD1607251">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD1699683" target="GD4722902">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD1699683" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD2195695" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/4.gexf b/str_PADI100/4.gexf
new file mode 100644
index 0000000..449bc2e
--- /dev/null
+++ b/str_PADI100/4.gexf
@@ -0,0 +1,22 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD639917" label="Germany" />
+      <node id="GD3789919" label="Seoul" />
+      <node id="GD1316637" label="South Korea" />
+      <node id="GD2055944" label="United States" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD3789919" target="GD1316637">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/40.gexf b/str_PADI100/40.gexf
new file mode 100644
index 0000000..e897e0e
--- /dev/null
+++ b/str_PADI100/40.gexf
@@ -0,0 +1,8 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1184772" label="China" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/41.gexf b/str_PADI100/41.gexf
new file mode 100644
index 0000000..b6f9d24
--- /dev/null
+++ b/str_PADI100/41.gexf
@@ -0,0 +1,69 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1165541" label="Chiayi County" />
+      <node id="GD1184772" label="China" />
+      <node id="GD857368" label="Jilin" />
+      <node id="GD2188526" label="Pingtung County" />
+      <node id="GD1316637" label="South Korea" />
+      <node id="GD2195695" label="Tainan" />
+      <node id="GD3949715" label="Taiwan" />
+      <node id="GD8181601" label="Yunlin" />
+      <node id="GD2494034" label="Yunlin County" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD1165541" target="GD2195695">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD1165541" target="GD2494034">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD1165541" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD2188526" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD2195695" target="GD1165541">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD2195695" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD2494034" target="GD1165541">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD2494034" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/42.gexf b/str_PADI100/42.gexf
new file mode 100644
index 0000000..94f8bf6
--- /dev/null
+++ b/str_PADI100/42.gexf
@@ -0,0 +1,12 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD3238712" label="Changsha" />
+      <node id="GD1184772" label="China" />
+      <node id="GD6850600" label="Dawa" />
+      <node id="GD4624524" label="Liuhe" />
+      <node id="GD6351869" label="Yangjiashan" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/43.gexf b/str_PADI100/43.gexf
new file mode 100644
index 0000000..b7ef9bb
--- /dev/null
+++ b/str_PADI100/43.gexf
@@ -0,0 +1,9 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD4805551" label="Hungary" />
+      <node id="GD3949715" label="Taiwan" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/44.gexf b/str_PADI100/44.gexf
new file mode 100644
index 0000000..37418a0
--- /dev/null
+++ b/str_PADI100/44.gexf
@@ -0,0 +1,49 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1184772" label="China" />
+      <node id="GD4316386" label="Hong Kong" />
+      <node id="GD5139599" label="Mexico" />
+      <node id="GD4860388" label="Oregon" />
+      <node id="GD4850349" label="Pacific Northwest" />
+      <node id="GD1626932" label="Russia" />
+      <node id="GD2055944" label="US" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5139599" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD4860388" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD1626932" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD2055944" target="GD5139599">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD2055944" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/45.gexf b/str_PADI100/45.gexf
new file mode 100644
index 0000000..dfe1d97
--- /dev/null
+++ b/str_PADI100/45.gexf
@@ -0,0 +1,69 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1062053" label="Beijing" />
+      <node id="GD1184772" label="China" />
+      <node id="GD5464165" label="Guangdong" />
+      <node id="GD4316386" label="Hong Kong" />
+      <node id="GD5735210" label="Jiangsu" />
+      <node id="GD1732218" label="Netherlands" />
+      <node id="GD3850521" label="Shanghai" />
+      <node id="GD2055944" label="US" />
+      <node id="GD202083" label="Zhejiang" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5464165" target="GD4316386">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD4316386" target="GD5464165">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD5735210" target="GD3850521">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD5735210" target="GD202083">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD3850521" target="GD5735210">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD3850521" target="GD202083">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD202083" target="GD5735210">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD202083" target="GD3850521">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/46.gexf b/str_PADI100/46.gexf
new file mode 100644
index 0000000..baf44b0
--- /dev/null
+++ b/str_PADI100/46.gexf
@@ -0,0 +1,105 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5622144" label="Asia" />
+      <node id="GD1829725" label="Belarus" />
+      <node id="GD4823568" label="EU" />
+      <node id="GD3086749" label="Europe" />
+      <node id="GD12697447" label="Kraslava" />
+      <node id="GD5551940" label="Latvia" />
+      <node id="GD4014831" label="North America" />
+      <node id="GD1626932" label="Russia" />
+      <node id="GD2362398" label="Scotland" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5622144" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD1829725" target="GD4823568">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD1829725" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD1829725" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD4823568" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD4823568" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD3086749" target="GD5622144">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD12697447" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD5551940" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD5551940" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD5551940" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD1626932" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD1626932" target="GD4823568">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD1626932" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/47.gexf b/str_PADI100/47.gexf
new file mode 100644
index 0000000..d839980
--- /dev/null
+++ b/str_PADI100/47.gexf
@@ -0,0 +1,32 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1322630" label="Bangladesh" />
+      <node id="GD1184772" label="China" />
+      <node id="GD4708445" label="Egypt" />
+      <node id="GD1611567" label="India" />
+      <node id="GD2899627" label="Indonesia" />
+      <node id="GD1732218" label="Netherlands" />
+      <node id="GD3949715" label="Taiwan" />
+      <node id="GD3317465" label="Vietnam" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD1322630" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD1611567" target="GD1322630">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/48.gexf b/str_PADI100/48.gexf
new file mode 100644
index 0000000..ec41389
--- /dev/null
+++ b/str_PADI100/48.gexf
@@ -0,0 +1,11 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD2941249" label="Amethi" />
+      <node id="GD3958037" label="Bhopal" />
+      <node id="GD3037614" label="Colombia" />
+      <node id="GD1381874" label="Sultanpur" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/49.gexf b/str_PADI100/49.gexf
new file mode 100644
index 0000000..f3135a2
--- /dev/null
+++ b/str_PADI100/49.gexf
@@ -0,0 +1,20 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD7932363" label="Cheung Sha Wan" />
+      <node id="GD4316386" label="Hong Kong" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD7932363" target="GD4316386">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/5.gexf b/str_PADI100/5.gexf
new file mode 100644
index 0000000..56465dc
--- /dev/null
+++ b/str_PADI100/5.gexf
@@ -0,0 +1,29 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD639917" label="Germany" />
+      <node id="GD3995806" label="Korea" />
+      <node id="GD3789919" label="Seoul" />
+      <node id="GD1316637" label="South Korea" />
+      <node id="GD2055944" label="United States" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD3995806" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD3789919" target="GD1316637">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/50.gexf b/str_PADI100/50.gexf
new file mode 100644
index 0000000..c6a0d1e
--- /dev/null
+++ b/str_PADI100/50.gexf
@@ -0,0 +1,179 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD2899006" label="Ames" />
+      <node id="GD748287" label="Arkansas" />
+      <node id="GD4993679" label="Black Sea" />
+      <node id="GD2583091" label="Bulgaria" />
+      <node id="GD3432023" label="Constanta" />
+      <node id="GD3850297" label="Friesland" />
+      <node id="GD5818319" label="Iowa" />
+      <node id="GD4268342" label="Kansas" />
+      <node id="GD4040686" label="Minnesota" />
+      <node id="GD6070318" label="Missouri" />
+      <node id="GD1732218" label="Netherlands" />
+      <node id="GD108917" label="Pope County" />
+      <node id="GD2032795" label="Romania" />
+      <node id="GD420591" label="Silistra" />
+      <node id="GD5769079" label="Stearns County" />
+      <node id="GD3125223" label="Tulcea" />
+      <node id="GD2055944" label="United States" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD2899006" target="GD5818319">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD2899006" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD748287" target="GD6070318">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD748287" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD2583091" target="GD2032795">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD3432023" target="GD2032795">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD3850297" target="GD1732218">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD5818319" target="GD4040686">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD5818319" target="GD6070318">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD5818319" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD4268342" target="GD6070318">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD4268342" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD4040686" target="GD5818319">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD4040686" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD6070318" target="GD748287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD6070318" target="GD5818319">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="16" source="GD6070318" target="GD4268342">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="17" source="GD6070318" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="18" source="GD108917" target="GD748287">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="19" source="GD108917" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="20" source="GD2032795" target="GD2583091">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="21" source="GD420591" target="GD2583091">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="22" source="GD5769079" target="GD4040686">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="23" source="GD5769079" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="24" source="GD3125223" target="GD2032795">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/51.gexf b/str_PADI100/51.gexf
new file mode 100644
index 0000000..9a129a8
--- /dev/null
+++ b/str_PADI100/51.gexf
@@ -0,0 +1,9 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1184772" label="China" />
+      <node id="GD1877638" label="Zabaikalsk" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/52.gexf b/str_PADI100/52.gexf
new file mode 100644
index 0000000..db2a3b1
--- /dev/null
+++ b/str_PADI100/52.gexf
@@ -0,0 +1,232 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5164977" label="Aligarh" />
+      <node id="GD509029" label="Aurangabad" />
+      <node id="GD5063243" label="Australia" />
+      <node id="GD91388" label="Barabanki" />
+      <node id="GD1829725" label="Belarus" />
+      <node id="GD3364804" label="Canada" />
+      <node id="GD9321795" label="Crimea" />
+      <node id="GD3773192" label="Delhi" />
+      <node id="GD4708445" label="Egypt" />
+      <node id="GD1611567" label="India" />
+      <node id="GD3184166" label="Kazakhstan" />
+      <node id="GD1210195" label="Maharashtra" />
+      <node id="GD5132261" label="Malaysia" />
+      <node id="GD2277368" label="Moscow" />
+      <node id="GD871270" label="Rampur" />
+      <node id="GD1626932" label="Russia" />
+      <node id="GD1462176" label="Saudi Arabia" />
+      <node id="GD572846" label="Thailand" />
+      <node id="GD2055944" label="United States" />
+      <node id="GD4512702" label="Ukraine" />
+      <node id="GD4694409" label="Uttar Pradesh" />
+      <node id="GD3317465" label="Vietnam" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5164977" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5164977" target="GD4694409">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD509029" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD509029" target="GD1210195">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD91388" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD91388" target="GD4694409">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD1829725" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD1829725" target="GD4512702">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD3364804" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD9321795" target="GD4512702">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD3773192" target="GD4694409">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD3773192" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD4708445" target="GD1462176">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD3184166" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD1210195" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD5132261" target="GD572846">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="16" source="GD2277368" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="17" source="GD871270" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="18" source="GD871270" target="GD4694409">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="19" source="GD1626932" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="20" source="GD1626932" target="GD3184166">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="21" source="GD1626932" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="22" source="GD1626932" target="GD4512702">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="23" source="GD1462176" target="GD4708445">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="24" source="GD572846" target="GD5132261">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="25" source="GD572846" target="GD3317465">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="26" source="GD2055944" target="GD3364804">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="27" source="GD2055944" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="28" source="GD4512702" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="29" source="GD4512702" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="30" source="GD4694409" target="GD3773192">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="31" source="GD4694409" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="32" source="GD3317465" target="GD572846">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/53.gexf b/str_PADI100/53.gexf
new file mode 100644
index 0000000..f90bebf
--- /dev/null
+++ b/str_PADI100/53.gexf
@@ -0,0 +1,42 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1184772" label="China" />
+      <node id="GD639917" label="Germany" />
+      <node id="GD844327" label="Mongolia" />
+      <node id="GD2277368" label="Moscow" />
+      <node id="GD1626932" label="Russia" />
+      <node id="GD5952053" label="Ulaanbaatar" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD844327" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD2277368" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD1626932" target="GD844327">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD5952053" target="GD844327">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/54.gexf b/str_PADI100/54.gexf
new file mode 100644
index 0000000..025eb48
--- /dev/null
+++ b/str_PADI100/54.gexf
@@ -0,0 +1,82 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD4114168" label="America" />
+      <node id="GD3773192" label="Delhi" />
+      <node id="GD4823568" label="EU" />
+      <node id="GD1611567" label="India" />
+      <node id="GD4076417" label="Iran" />
+      <node id="GD5556603" label="Mumbai" />
+      <node id="GD1330685" label="Oman" />
+      <node id="GD1626932" label="Russia" />
+      <node id="GD2055944" label="US" />
+      <node id="GD4512702" label="Ukraine" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD3773192" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD4823568" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD4823568" target="GD4512702">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD5556603" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD1626932" target="GD4823568">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD1626932" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD1626932" target="GD4512702">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD2055944" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD4512702" target="GD4823568">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD4512702" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/55.gexf b/str_PADI100/55.gexf
new file mode 100644
index 0000000..048ec12
--- /dev/null
+++ b/str_PADI100/55.gexf
@@ -0,0 +1,78 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5526704" label="Argentina" />
+      <node id="GD5063243" label="Australia" />
+      <node id="GD2351255" label="Brasilia" />
+      <node id="GD976842" label="Brazil" />
+      <node id="GD9321795" label="Crimea" />
+      <node id="GD1611567" label="India" />
+      <node id="GD4076417" label="Iran" />
+      <node id="GD3970383" label="Middle East" />
+      <node id="GD5400765" label="Paris" />
+      <node id="GD1626932" label="Russia" />
+      <node id="GD2055944" label="U.S." />
+      <node id="GD4512702" label="Ukraine" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5526704" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD2351255" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD976842" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD9321795" target="GD4512702">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD4076417" target="GD3970383">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD1626932" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD1626932" target="GD4512702">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD2055944" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD4512702" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/56.gexf b/str_PADI100/56.gexf
new file mode 100644
index 0000000..9b18e32
--- /dev/null
+++ b/str_PADI100/56.gexf
@@ -0,0 +1,46 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD976842" label="Brazil" />
+      <node id="GD4289690" label="Irkutsk Oblast" />
+      <node id="GD844327" label="Mongolia" />
+      <node id="GD1626932" label="Russia" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD4289690" target="GD844327">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD4289690" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD844327" target="GD4289690">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD844327" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD1626932" target="GD844327">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/57.gexf b/str_PADI100/57.gexf
new file mode 100644
index 0000000..f5063a4
--- /dev/null
+++ b/str_PADI100/57.gexf
@@ -0,0 +1,8 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD12697447" label="Kraslava" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/58.gexf b/str_PADI100/58.gexf
new file mode 100644
index 0000000..871c7c2
--- /dev/null
+++ b/str_PADI100/58.gexf
@@ -0,0 +1,81 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1829725" label="Belarus" />
+      <node id="GD1611567" label="India" />
+      <node id="GD1055692" label="Jordan" />
+      <node id="GD3184166" label="Kazakhstan" />
+      <node id="GD5132261" label="Malaysia" />
+      <node id="GD1626932" label="Russia" />
+      <node id="GD1462176" label="Saudi Arabia" />
+      <node id="GD572846" label="Thailand" />
+      <node id="GD3317465" label="Vietnam" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD1829725" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD1055692" target="GD1462176">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD3184166" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD5132261" target="GD572846">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD1626932" target="GD1829725">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD1626932" target="GD3184166">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD1462176" target="GD1055692">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD572846" target="GD5132261">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD572846" target="GD3317465">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD3317465" target="GD572846">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/59.gexf b/str_PADI100/59.gexf
new file mode 100644
index 0000000..d0e85d7
--- /dev/null
+++ b/str_PADI100/59.gexf
@@ -0,0 +1,21 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1829725" label="Belarus" />
+      <node id="GD5719927" label="Khovd Province" />
+      <node id="GD844327" label="Mongolia" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5719927" target="GD844327">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/6.gexf b/str_PADI100/6.gexf
new file mode 100644
index 0000000..d29c794
--- /dev/null
+++ b/str_PADI100/6.gexf
@@ -0,0 +1,10 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD639917" label="Germany" />
+      <node id="GD3789919" label="Seoul" />
+      <node id="GD2055944" label="United States" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/60.gexf b/str_PADI100/60.gexf
new file mode 100644
index 0000000..011331c
--- /dev/null
+++ b/str_PADI100/60.gexf
@@ -0,0 +1,176 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD748287" label="Arkansas" />
+      <node id="GD2694575" label="Boone County" />
+      <node id="GD837650" label="California" />
+      <node id="GD1184772" label="China" />
+      <node id="GD5479551" label="Colorado" />
+      <node id="GD5445073" label="Columbia" />
+      <node id="GD2708021" label="Fortuna" />
+      <node id="GD1979722" label="Garner" />
+      <node id="GD5669971" label="Greeley" />
+      <node id="GD1434780" label="Guatemala" />
+      <node id="GD2435291" label="Jasper County" />
+      <node id="GD1055692" label="Jordan" />
+      <node id="GD5139599" label="Mexico" />
+      <node id="GD2807134" label="Minneapolis" />
+      <node id="GD4040686" label="Minnesota" />
+      <node id="GD3098214" label="Mississippi" />
+      <node id="GD2084760" label="Mississippi River" />
+      <node id="GD6070318" label="Missouri" />
+      <node id="GD3939689" label="Springdale" />
+      <node id="GD2055944" label="U.S." />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD748287" target="GD3098214">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD748287" target="GD6070318">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD748287" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD2694575" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD837650" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD5479551" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD5445073" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD2708021" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD1979722" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD5669971" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD1434780" target="GD5139599">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD2435291" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD5139599" target="GD1434780">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD5139599" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD2807134" target="GD4040686">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD2807134" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="16" source="GD4040686" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="17" source="GD3098214" target="GD748287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="18" source="GD3098214" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="19" source="GD6070318" target="GD748287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="20" source="GD6070318" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="21" source="GD3939689" target="GD748287">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="22" source="GD3939689" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="23" source="GD2055944" target="GD5139599">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/61.gexf b/str_PADI100/61.gexf
new file mode 100644
index 0000000..43a68fe
--- /dev/null
+++ b/str_PADI100/61.gexf
@@ -0,0 +1,26 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5339066" label="Oaxaca" />
+      <node id="GD5972607" label="Puebla" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5339066" target="GD5972607">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5972607" target="GD5339066">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/62.gexf b/str_PADI100/62.gexf
new file mode 100644
index 0000000..7397ec1
--- /dev/null
+++ b/str_PADI100/62.gexf
@@ -0,0 +1,10 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD4491150" label="Jalisco" />
+      <node id="GD4468122" label="Lagos" />
+      <node id="GD3817785" label="Valle de Santiago" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/63.gexf b/str_PADI100/63.gexf
new file mode 100644
index 0000000..f42e7cf
--- /dev/null
+++ b/str_PADI100/63.gexf
@@ -0,0 +1,33 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD4491150" label="Jalisco" />
+      <node id="GD5139599" label="Mexico" />
+      <node id="GD2055944" label="US" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD4491150" target="GD5139599">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5139599" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD2055944" target="GD5139599">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/64.gexf b/str_PADI100/64.gexf
new file mode 100644
index 0000000..be6898e
--- /dev/null
+++ b/str_PADI100/64.gexf
@@ -0,0 +1,26 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5139599" label="Mexico" />
+      <node id="GD2055944" label="US" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5139599" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD2055944" target="GD5139599">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/65.gexf b/str_PADI100/65.gexf
new file mode 100644
index 0000000..69c5c30
--- /dev/null
+++ b/str_PADI100/65.gexf
@@ -0,0 +1,40 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5093280" label="Aguascalientes" />
+      <node id="GD4316386" label="Hong Kong" />
+      <node id="GD4491150" label="Jalisco" />
+      <node id="GD5139599" label="Mexico" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5093280" target="GD4491150">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5093280" target="GD5139599">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD4491150" target="GD5093280">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD4491150" target="GD5139599">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/66.gexf b/str_PADI100/66.gexf
new file mode 100644
index 0000000..cec61a7
--- /dev/null
+++ b/str_PADI100/66.gexf
@@ -0,0 +1,97 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD2880488" label="Angola" />
+      <node id="GD510456" label="Chile" />
+      <node id="GD1184772" label="China" />
+      <node id="GD3037614" label="Colombia" />
+      <node id="GD4690721" label="Israel" />
+      <node id="GD5754084" label="Japan" />
+      <node id="GD5139599" label="Mexico" />
+      <node id="GD14551391" label="Nuevo Leon" />
+      <node id="GD1626932" label="Russia" />
+      <node id="GD982034" label="Singapore" />
+      <node id="GD1316637" label="South Korea" />
+      <node id="GD5136883" label="Turkey" />
+      <node id="GD2055944" label="United States" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD1184772" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5754084" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD5754084" target="GD1316637">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD5754084" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD5139599" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD14551391" target="GD5139599">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD1626932" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD1626932" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD1316637" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD2055944" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD2055944" target="GD5139599">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD2055944" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/67.gexf b/str_PADI100/67.gexf
new file mode 100644
index 0000000..490a7a7
--- /dev/null
+++ b/str_PADI100/67.gexf
@@ -0,0 +1,129 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD2834434" label="Baltic" />
+      <node id="GD3838124" label="Estonia" />
+      <node id="GD3086749" label="Europe" />
+      <node id="GD6111850" label="Finland" />
+      <node id="GD831258" label="Norway" />
+      <node id="GD1626932" label="Russia" />
+      <node id="GD1387443" label="Saue" />
+      <node id="GD2125814" label="Sweden" />
+      <node id="GD357131" label="Tallinn" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD3838124" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD3838124" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD6111850" target="GD831258">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD6111850" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD6111850" target="GD2125814">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD6111850" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD831258" target="GD6111850">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD831258" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD831258" target="GD2125814">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD831258" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD1626932" target="GD3838124">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD1626932" target="GD6111850">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD1626932" target="GD831258">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD1387443" target="GD3838124">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD2125814" target="GD6111850">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD2125814" target="GD831258">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="16" source="GD2125814" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="17" source="GD357131" target="GD3838124">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/68.gexf b/str_PADI100/68.gexf
new file mode 100644
index 0000000..dc34658
--- /dev/null
+++ b/str_PADI100/68.gexf
@@ -0,0 +1,90 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD3978256" label="Brussels" />
+      <node id="GD3838124" label="Estonia" />
+      <node id="GD3086749" label="Europe" />
+      <node id="GD5551940" label="Latvia" />
+      <node id="GD4668148" label="Lithuania" />
+      <node id="GD483287" label="Poland" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD3838124" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD3838124" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD5551940" target="GD3838124">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD5551940" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD5551940" target="GD483287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD5551940" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD4668148" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD4668148" target="GD483287">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD4668148" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD483287" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD483287" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD483287" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/69.gexf b/str_PADI100/69.gexf
new file mode 100644
index 0000000..c2ef0f2
--- /dev/null
+++ b/str_PADI100/69.gexf
@@ -0,0 +1,9 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD3095177" label="Buena Vista" />
+      <node id="GD1714790" label="Orlando" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/7.gexf b/str_PADI100/7.gexf
new file mode 100644
index 0000000..3e4e760
--- /dev/null
+++ b/str_PADI100/7.gexf
@@ -0,0 +1,28 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5526704" label="Argentina" />
+      <node id="GD976842" label="Brazil" />
+      <node id="GD1316637" label="South Korea" />
+      <node id="GD2055944" label="United States" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5526704" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD976842" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/70.gexf b/str_PADI100/70.gexf
new file mode 100644
index 0000000..91cc2c4
--- /dev/null
+++ b/str_PADI100/70.gexf
@@ -0,0 +1,9 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD2926798" label="Belize" />
+      <node id="GD4491174" label="Shutterstock" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/71.gexf b/str_PADI100/71.gexf
new file mode 100644
index 0000000..7b66ac0
--- /dev/null
+++ b/str_PADI100/71.gexf
@@ -0,0 +1,6 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes />
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/72.gexf b/str_PADI100/72.gexf
new file mode 100644
index 0000000..68665a6
--- /dev/null
+++ b/str_PADI100/72.gexf
@@ -0,0 +1,20 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD4690721" label="Israel" />
+      <node id="GD3549646" label="Rehovot" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD3549646" target="GD4690721">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/73.gexf b/str_PADI100/73.gexf
new file mode 100644
index 0000000..47eeb62
--- /dev/null
+++ b/str_PADI100/73.gexf
@@ -0,0 +1,28 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD13656378" label="Burma" />
+      <node id="GD4958112" label="Mandalay" />
+      <node id="GD979069" label="Monywa" />
+      <node id="GD738519" label="Myanmar" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD4958112" target="GD738519">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD979069" target="GD738519">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/74.gexf b/str_PADI100/74.gexf
new file mode 100644
index 0000000..637c656
--- /dev/null
+++ b/str_PADI100/74.gexf
@@ -0,0 +1,21 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD13656378" label="Burma" />
+      <node id="GD979069" label="Monywa" />
+      <node id="GD738519" label="Myanmar" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD979069" target="GD738519">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/75.gexf b/str_PADI100/75.gexf
new file mode 100644
index 0000000..72504b1
--- /dev/null
+++ b/str_PADI100/75.gexf
@@ -0,0 +1,66 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5754084" label="Japan" />
+      <node id="GD162668" label="Miyazaki" />
+      <node id="GD5839167" label="Miyazaki Prefecture" />
+      <node id="GD4544112" label="Nagato" />
+      <node id="GD1008707" label="Nobeoka" />
+      <node id="GD2854948" label="Yamaguchi Prefecture" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD162668" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD162668" target="GD5839167">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD5839167" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD4544112" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD4544112" target="GD2854948">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD1008707" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD1008707" target="GD5839167">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD2854948" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/76.gexf b/str_PADI100/76.gexf
new file mode 100644
index 0000000..ea5836f
--- /dev/null
+++ b/str_PADI100/76.gexf
@@ -0,0 +1,116 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1165541" label="Chiayi County" />
+      <node id="GD4004940" label="Idaho" />
+      <node id="GD5754084" label="Japan" />
+      <node id="GD4860388" label="Oregon" />
+      <node id="GD1198097" label="Philippines" />
+      <node id="GD3949715" label="Taiwan" />
+      <node id="GD2055944" label="United States" />
+      <node id="GD4988546" label="Washington" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD1165541" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD4004940" target="GD4860388">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD4004940" target="GD4988546">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD4004940" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD5754084" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD5754084" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD4860388" target="GD4004940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD4860388" target="GD4988546">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD4860388" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD1198097" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD3949715" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD3949715" target="GD1198097">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD2055944" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD4988546" target="GD4004940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD4988546" target="GD4860388">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD4988546" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/77.gexf b/str_PADI100/77.gexf
new file mode 100644
index 0000000..2679cf4
--- /dev/null
+++ b/str_PADI100/77.gexf
@@ -0,0 +1,10 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD6016108" label="Honshu" />
+      <node id="GD4491174" label="Shutterstock" />
+      <node id="GD4390969" label="Tokyo" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/78.gexf b/str_PADI100/78.gexf
new file mode 100644
index 0000000..4e08cdf
--- /dev/null
+++ b/str_PADI100/78.gexf
@@ -0,0 +1,96 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD13919723" label="Aichi" />
+      <node id="GD2228827" label="Chiba Prefecture" />
+      <node id="GD1184772" label="China" />
+      <node id="GD2920084" label="Kagoshima Prefecture" />
+      <node id="GD4450585" label="Kumamoto Prefecture" />
+      <node id="GD5204053" label="Nagara" />
+      <node id="GD304009" label="Ome" />
+      <node id="GD3816583" label="Saitama Prefecture" />
+      <node id="GD708103" label="Shimane Prefecture" />
+      <node id="GD4390969" label="Tokyo" />
+      <node id="GD1781867" label="Tottori" />
+      <node id="GD2906429" label="Yasugi" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD13919723" target="GD4450585">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD2228827" target="GD3816583">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD2228827" target="GD4390969">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD1184772" target="GD2920084">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD2920084" target="GD4450585">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD4450585" target="GD2920084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD5204053" target="GD2228827">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD3816583" target="GD2228827">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD3816583" target="GD4390969">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD4390969" target="GD2228827">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD4390969" target="GD3816583">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD2906429" target="GD708103">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/79.gexf b/str_PADI100/79.gexf
new file mode 100644
index 0000000..74799eb
--- /dev/null
+++ b/str_PADI100/79.gexf
@@ -0,0 +1,9 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD3292058" label="Balvi" />
+      <node id="GD12697447" label="Kraslava" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/8.gexf b/str_PADI100/8.gexf
new file mode 100644
index 0000000..5fce2d3
--- /dev/null
+++ b/str_PADI100/8.gexf
@@ -0,0 +1,55 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD2908705" label="Gyeonggi Province" />
+      <node id="GD1404948" label="Icheon" />
+      <node id="GD9642903" label="Jincheon" />
+      <node id="GD3995806" label="Korea" />
+      <node id="GD3649667" label="North Chungcheong Province" />
+      <node id="GD3789919" label="Seoul" />
+      <node id="GD5908242" label="Yongin" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD2908705" target="GD3649667">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD2908705" target="GD3789919">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD1404948" target="GD2908705">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD3649667" target="GD2908705">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD3789919" target="GD2908705">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD5908242" target="GD2908705">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/80.gexf b/str_PADI100/80.gexf
new file mode 100644
index 0000000..7b66ac0
--- /dev/null
+++ b/str_PADI100/80.gexf
@@ -0,0 +1,6 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes />
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/81.gexf b/str_PADI100/81.gexf
new file mode 100644
index 0000000..d748815
--- /dev/null
+++ b/str_PADI100/81.gexf
@@ -0,0 +1,42 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5063243" label="Australia" />
+      <node id="GD1184772" label="China" />
+      <node id="GD4628376" label="Hanoi" />
+      <node id="GD2899627" label="Indonesia" />
+      <node id="GD2906274" label="Lismore" />
+      <node id="GD3317465" label="Vietnam" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5063243" target="GD2899627">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD4628376" target="GD3317465">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD2899627" target="GD5063243">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD2906274" target="GD5063243">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/82.gexf b/str_PADI100/82.gexf
new file mode 100644
index 0000000..7b66ac0
--- /dev/null
+++ b/str_PADI100/82.gexf
@@ -0,0 +1,6 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes />
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/83.gexf b/str_PADI100/83.gexf
new file mode 100644
index 0000000..a052e96
--- /dev/null
+++ b/str_PADI100/83.gexf
@@ -0,0 +1,259 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5526704" label="Argentina" />
+      <node id="GD1322630" label="Bangladesh" />
+      <node id="GD3914124" label="Bolivia" />
+      <node id="GD976842" label="Brasil" />
+      <node id="GD11188764" label="Catamarca" />
+      <node id="GD3037614" label="Colombia" />
+      <node id="GD5846427" label="Cordillera" />
+      <node id="GD5173465" label="Costa Rica" />
+      <node id="GD980134" label="Etiopía" />
+      <node id="GD1611567" label="India" />
+      <node id="GD4721789" label="Jujuy" />
+      <node id="GD4046097" label="Paraguarí" />
+      <node id="GD237993" label="Paraguay" />
+      <node id="GD4028295" label="Salta" />
+      <node id="GD3390293" label="San Juan" />
+      <node id="GD441687" label="Santiago del Estero" />
+      <node id="GD6849908" label="Tucumán" />
+      <node id="GD3870631" label="Uruguay" />
+      <node id="GD5316647" label="Villarrica" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5526704" target="GD3914124">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5526704" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD5526704" target="GD5846427">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD5526704" target="GD4046097">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD5526704" target="GD237993">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD5526704" target="GD3870631">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD1322630" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD3914124" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD3914124" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD3914124" target="GD4721789">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD3914124" target="GD237993">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD976842" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD976842" target="GD3914124">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD976842" target="GD3037614">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD976842" target="GD5846427">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD976842" target="GD4046097">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="16" source="GD976842" target="GD237993">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="17" source="GD976842" target="GD3870631">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="18" source="GD3037614" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="19" source="GD5846427" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="20" source="GD5846427" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="21" source="GD5846427" target="GD4046097">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="22" source="GD5846427" target="GD237993">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="23" source="GD5173465" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="24" source="GD1611567" target="GD1322630">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="25" source="GD4721789" target="GD3914124">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="26" source="GD4721789" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="27" source="GD4046097" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="28" source="GD4046097" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="29" source="GD4046097" target="GD5846427">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="30" source="GD4046097" target="GD237993">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="31" source="GD237993" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="32" source="GD237993" target="GD3914124">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="33" source="GD237993" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="34" source="GD4028295" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="35" source="GD441687" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="36" source="GD3870631" target="GD5526704">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="37" source="GD3870631" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/84.gexf b/str_PADI100/84.gexf
new file mode 100644
index 0000000..56b6e8b
--- /dev/null
+++ b/str_PADI100/84.gexf
@@ -0,0 +1,98 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD774588" label="Andhra Pradesh" />
+      <node id="GD3958037" label="Bhopal" />
+      <node id="GD5016205" label="Hyderabad" />
+      <node id="GD1611567" label="India" />
+      <node id="GD3858287" label="Jalgaon" />
+      <node id="GD1618468" label="Kerala" />
+      <node id="GD1210195" label="Maharashtra" />
+      <node id="GD895523" label="Telangana" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD774588" target="GD895523">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD774588" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD3958037" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD5016205" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD5016205" target="GD895523">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD3858287" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD3858287" target="GD1210195">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD1618468" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD1210195" target="GD895523">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD1210195" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD895523" target="GD774588">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD895523" target="GD1210195">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD895523" target="GD1611567">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/85.gexf b/str_PADI100/85.gexf
new file mode 100644
index 0000000..be5d38d
--- /dev/null
+++ b/str_PADI100/85.gexf
@@ -0,0 +1,81 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5622144" label="Asia" />
+      <node id="GD976842" label="Brazil" />
+      <node id="GD3364804" label="Canada" />
+      <node id="GD1184772" label="China" />
+      <node id="GD4823568" label="EU" />
+      <node id="GD1611567" label="India" />
+      <node id="GD5139599" label="Mexico" />
+      <node id="GD1626932" label="Russia" />
+      <node id="GD2055944" label="USA" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD976842" target="GD4823568">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD3364804" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD4823568" target="GD976842">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD4823568" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD5139599" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD1626932" target="GD4823568">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD1626932" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD2055944" target="GD3364804">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD2055944" target="GD5139599">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD2055944" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/86.gexf b/str_PADI100/86.gexf
new file mode 100644
index 0000000..990314b
--- /dev/null
+++ b/str_PADI100/86.gexf
@@ -0,0 +1,80 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5622144" label="Asia" />
+      <node id="GD1184772" label="China" />
+      <node id="GD3086749" label="Europe" />
+      <node id="GD639917" label="Germany" />
+      <node id="GD898425" label="Hekendorp" />
+      <node id="GD3995806" label="Korea" />
+      <node id="GD1732218" label="Netherlands" />
+      <node id="GD860700" label="Oudewater" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5622144" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD3086749" target="GD5622144">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD639917" target="GD1732218">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD639917" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD898425" target="GD1732218">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD898425" target="GD860700">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD1732218" target="GD639917">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD1732218" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD860700" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD860700" target="GD1732218">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/87.gexf b/str_PADI100/87.gexf
new file mode 100644
index 0000000..91518ea
--- /dev/null
+++ b/str_PADI100/87.gexf
@@ -0,0 +1,47 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD898425" label="Hekendorp" />
+      <node id="GD5919846" label="Kamerik" />
+      <node id="GD1732218" label="Netherlands" />
+      <node id="GD431430" label="Woerden" />
+      <node id="GD1629766" label="Zoeterwoude" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD898425" target="GD1732218">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5919846" target="GD1732218">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD5919846" target="GD431430">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD431430" target="GD1732218">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD1629766" target="GD1732218">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/88.gexf b/str_PADI100/88.gexf
new file mode 100644
index 0000000..a57eae9
--- /dev/null
+++ b/str_PADI100/88.gexf
@@ -0,0 +1,200 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5622144" label="Asia" />
+      <node id="GD4270245" label="Barron County" />
+      <node id="GD2577594" label="Buffalo" />
+      <node id="GD1379451" label="Chicago" />
+      <node id="GD1184772" label="China" />
+      <node id="GD3086749" label="Europe" />
+      <node id="GD5818319" label="Iowa" />
+      <node id="GD5754084" label="Japan" />
+      <node id="GD4040686" label="Minnesota" />
+      <node id="GD1419787" label="Sac County" />
+      <node id="GD1316637" label="South Korea" />
+      <node id="GD3949715" label="Taiwan" />
+      <node id="GD2055944" label="U.S." />
+      <node id="GD1833422" label="Wisconsin" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5622144" target="GD3086749">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD4270245" target="GD4040686">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD4270245" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD4270245" target="GD1833422">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD2577594" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD1379451" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD1184772" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD3086749" target="GD5622144">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD5818319" target="GD4040686">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD5818319" target="GD1833422">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD5818319" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD5754084" target="GD1316637">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD5754084" target="GD3949715">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD5754084" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD5754084" target="GD5622144">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD4040686" target="GD4270245">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="16" source="GD4040686" target="GD5818319">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="17" source="GD4040686" target="GD1833422">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="18" source="GD4040686" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="19" source="GD1419787" target="GD5818319">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="20" source="GD1419787" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="21" source="GD1316637" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="22" source="GD1316637" target="GD5622144">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="23" source="GD3949715" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="24" source="GD3949715" target="GD5622144">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="25" source="GD2055944" target="GD5754084">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="26" source="GD1833422" target="GD5818319">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="27" source="GD1833422" target="GD4040686">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="28" source="GD1833422" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/89.gexf b/str_PADI100/89.gexf
new file mode 100644
index 0000000..0dd022e
--- /dev/null
+++ b/str_PADI100/89.gexf
@@ -0,0 +1,12 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD4866715" label="Cottonwood" />
+      <node id="GD590843" label="Kandiyohi" />
+      <node id="GD1328750" label="Lac Qui Parle" />
+      <node id="GD4195104" label="Lyon" />
+      <node id="GD5136883" label="Turkey" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/9.gexf b/str_PADI100/9.gexf
new file mode 100644
index 0000000..0587d44
--- /dev/null
+++ b/str_PADI100/9.gexf
@@ -0,0 +1,11 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD3489291" label="Hongseong County" />
+      <node id="GD5038511" label="Jincheon County" />
+      <node id="GD3995806" label="Korea" />
+      <node id="GD2337425" label="Sejong City" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/90.gexf b/str_PADI100/90.gexf
new file mode 100644
index 0000000..522bfca
--- /dev/null
+++ b/str_PADI100/90.gexf
@@ -0,0 +1,9 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1333473" label="Italy" />
+      <node id="GD5551940" label="Latvia" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/91.gexf b/str_PADI100/91.gexf
new file mode 100644
index 0000000..10eb429
--- /dev/null
+++ b/str_PADI100/91.gexf
@@ -0,0 +1,22 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD1184772" label="China" />
+      <node id="GD4316386" label="Hong Kong" />
+      <node id="GD11078605" label="Sai Kung" />
+      <node id="GD2589931" label="UK" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD11078605" target="GD4316386">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/92.gexf b/str_PADI100/92.gexf
new file mode 100644
index 0000000..ef33696
--- /dev/null
+++ b/str_PADI100/92.gexf
@@ -0,0 +1,108 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD4050685" label="Baltic States" />
+      <node id="GD4823568" label="EU" />
+      <node id="GD3838124" label="Estonia" />
+      <node id="GD5551940" label="Latvia" />
+      <node id="GD4668148" label="Lithuania" />
+      <node id="GD1626932" label="Russia" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD4823568" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD3838124" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD3838124" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD3838124" target="GD4050685">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD5551940" target="GD3838124">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD5551940" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD5551940" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD5551940" target="GD4050685">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD4668148" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD4668148" target="GD1626932">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD4668148" target="GD4050685">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD1626932" target="GD4823568">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD1626932" target="GD3838124">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD1626932" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD1626932" target="GD4668148">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/93.gexf b/str_PADI100/93.gexf
new file mode 100644
index 0000000..63dc112
--- /dev/null
+++ b/str_PADI100/93.gexf
@@ -0,0 +1,9 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD5666064" label="Burkina Faso" />
+      <node id="GD6880042" label="Kadiogo" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/94.gexf b/str_PADI100/94.gexf
new file mode 100644
index 0000000..5951461
--- /dev/null
+++ b/str_PADI100/94.gexf
@@ -0,0 +1,85 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5063243" label="Australia" />
+      <node id="GD2899627" label="Indonesia" />
+      <node id="GD5006719" label="Papua New Guinea" />
+      <node id="GD5415479" label="Vanimo" />
+      <node id="GD4092479" label="Victoria" />
+      <node id="GD2465043" label="West Sepik" />
+      <node id="GD8320984" label="Wutung" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5063243" target="GD2899627">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5063243" target="GD5006719">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD2899627" target="GD5063243">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD2899627" target="GD5006719">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD5006719" target="GD5063243">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD5006719" target="GD2899627">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD5415479" target="GD5006719">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD5415479" target="GD2465043">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD2465043" target="GD5006719">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD8320984" target="GD5006719">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD8320984" target="GD2465043">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/95.gexf b/str_PADI100/95.gexf
new file mode 100644
index 0000000..cab15f6
--- /dev/null
+++ b/str_PADI100/95.gexf
@@ -0,0 +1,26 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5063243" label="Australia" />
+      <node id="GD5006719" label="Papua New Guinea" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5063243" target="GD5006719">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5006719" target="GD5063243">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/96.gexf b/str_PADI100/96.gexf
new file mode 100644
index 0000000..6900b06
--- /dev/null
+++ b/str_PADI100/96.gexf
@@ -0,0 +1,8 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <nodes>
+      <node id="GD1879938" label="Kinmen" />
+    </nodes>
+    <edges />
+  </graph>
+</gexf>
diff --git a/str_PADI100/97.gexf b/str_PADI100/97.gexf
new file mode 100644
index 0000000..643a9c0
--- /dev/null
+++ b/str_PADI100/97.gexf
@@ -0,0 +1,29 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD3838124" label="Estonia" />
+      <node id="GD5314102" label="Kenya" />
+      <node id="GD5551940" label="Latvia" />
+      <node id="GD1732218" label="Netherlands" />
+      <node id="GD3937771" label="Tunisia" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD3838124" target="GD5551940">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD5551940" target="GD3838124">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/98.gexf b/str_PADI100/98.gexf
new file mode 100644
index 0000000..1940c40
--- /dev/null
+++ b/str_PADI100/98.gexf
@@ -0,0 +1,141 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD4701723" label="Archer" />
+      <node id="GD2520185" label="Buena Vista County" />
+      <node id="GD3875619" label="Clay County" />
+      <node id="GD2104808" label="Houston" />
+      <node id="GD5818319" label="Iowa" />
+      <node id="GD1566093" label="Midwest" />
+      <node id="GD4833343" label="O'Brien County" />
+      <node id="GD1673617" label="Osceola" />
+      <node id="GD2345545" label="Pennsylvania" />
+      <node id="GD5285175" label="Pocahontas" />
+      <node id="GD5270190" label="Sioux" />
+      <node id="GD1925403" label="Texas" />
+      <node id="GD2055944" label="United States" />
+      <node id="GD656172" label="Virginia" />
+      <node id="GD4828321" label="Wright County" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD4701723" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD2520185" target="GD4833343">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD2520185" target="GD5818319">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="3" source="GD2520185" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="4" source="GD3875619" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="5" source="GD2104808" target="GD1925403">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="6" source="GD2104808" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="7" source="GD5818319" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="8" source="GD1566093" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="9" source="GD4833343" target="GD2520185">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="10" source="GD4833343" target="GD5818319">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="11" source="GD4833343" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="12" source="GD1673617" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="13" source="GD2345545" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="14" source="GD5285175" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="15" source="GD5270190" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="16" source="GD1925403" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="17" source="GD656172" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="18" source="GD4828321" target="GD2055944">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
diff --git a/str_PADI100/99.gexf b/str_PADI100/99.gexf
new file mode 100644
index 0000000..271a1cf
--- /dev/null
+++ b/str_PADI100/99.gexf
@@ -0,0 +1,33 @@
+<gexf version="1.1" xmlns="http://www.gexf.net/1.1draft" xmlns:viz="http://www.gexf.net/1.1draft/viz" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3.org/2001/XMLSchema-instance">
+  <graph defaultedgetype="directed" mode="static">
+    <attributes class="edge" mode="static">
+      <attribute id="0" title="color" type="string" />
+      <attribute id="1" title="networkx_key" type="long" />
+    </attributes>
+    <nodes>
+      <node id="GD5818319" label="Iowa" />
+      <node id="GD4040686" label="Minnesota" />
+      <node id="GD3562419" label="Swift County" />
+    </nodes>
+    <edges>
+      <edge id="0" source="GD5818319" target="GD4040686">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="1" source="GD4040686" target="GD5818319">
+        <attvalues>
+          <attvalue for="0" value="green" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+      <edge id="2" source="GD3562419" target="GD4040686">
+        <attvalues>
+          <attvalue for="0" value="red" />
+          <attvalue for="1" value="0" />
+        </attvalues>
+      </edge>
+    </edges>
+  </graph>
+</gexf>
-- 
GitLab