From 10e8fe3a55cfa9bf32eb62127f9f24d5759740bc Mon Sep 17 00:00:00 2001
From: Kalter <nka@eonerc.rwth-aachen.de>
Date: Mon, 20 Jan 2025 11:19:47 +0100
Subject: [PATCH] added market analysis scripts

---
 market_analysis/HP_analysis.ipynb | 52 +++++++++++++++++++++++++------
 1 file changed, 42 insertions(+), 10 deletions(-)

diff --git a/market_analysis/HP_analysis.ipynb b/market_analysis/HP_analysis.ipynb
index c920689..26674cb 100644
--- a/market_analysis/HP_analysis.ipynb
+++ b/market_analysis/HP_analysis.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -71,12 +71,28 @@
     "        plt.show()\n",
     "    else:\n",
     "        print(f\"Column '{column_name}' not found in the data.\")\n",
+    "    return\n",
+    "\n",
+    "def plot_piechart(df:pd.DataFrame, column_name:str):\n",
+    "    if column_name in df.columns:\n",
+    "        fig, ax = plt.subplots()\n",
+    "        \n",
+    "        ax.set_title('Bar Chart of ' + column_name)\n",
+    "        ax.set_xlabel(column_name)\n",
+    "        ax.set_ylabel('Frequency')\n",
+    "\n",
+    "        # Rotate x-tick labels\n",
+    "        ax.tick_params(axis='x', rotation=90)\n",
+    "\n",
+    "        plt.show()\n",
+    "    else:\n",
+    "        print(f\"Column '{column_name}' not found in the data.\")\n",
     "    return"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -91,7 +107,7 @@
     }
    ],
    "source": [
-    "file_path = \"N:\\Forschung\\EBC1100_ERS_RollOut_KAP_FCN\\Data\\Literatur\\BAFA_Förderfähige_WP_nka.xlsx\"\n",
+    "file_path = \"N:\\\\Forschung\\\\EBC1100_ERS_RollOut_KAP_FCN\\\\Data\\\\Literatur\\\\BAFA_Förderfähige_WP_nka.xlsx\"\n",
     "types = {'Hersteller':str, 'Typ ':str, 'Wärme-Nennleistung 35°C [kW]':np.float64, 'ETAs 35 [%]':np.float64,\n",
     "       'Wärme-Nennleistung 55°C [kW]':np.float64, 'ETAs 55 [%]':np.float64, 'Kältemittel':str,\n",
     "       'Netzdienlichkeit':str, 'EE-Anzeige':str}\n",
@@ -102,14 +118,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 158,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "[0, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 160, 170, 180, 190, 200, 210, 220, 230, 240, 250, 260, 270, 280, 290, 300, 310, 320, 330, 340, 350, 360, 370, 380, 390, 400, 410, 420, 430, 440, 450, 460, 470, 480, 490, 500, 510, 520, 530, 540, 550, 560, 570, 580, 590, 600, 610, 620, 630, 640, 650, 660, 670, 680, 690, 700, 710, 720, 730, 740, 750, 760, 770, 780, 790, 800, 810, 820, 830, 840, 850, 860, 870, 880, 890, 900, 910, 920, 930, 940, 950, 960, 970, 980, 990, 2000]\n",
+      "[0, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 160, 170, 180, 190, 2000]\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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dunWDjY0NOnbsWObtFh537949AICDg4PWPEdHR2l+8b/29vZa7UqbVtYyFy5ciLFjx6JVq1b49ddfERsbi7i4OHTt2hU5OTla7a2trTWem5iYPHF6bm5uqbU83oey+lpUVFSuK4VK8/gv4KioKNjb20vjQXx9fZGSkoJz585J4bX4F3BiYiLatWuHmzdvYsmSJTh48CDi4uLw9ddfA4DWe1Ja7cUq+l7dvn0bwKNQYGxsrPHYtGmTdGn3gQMHtOZfvXq11FoGDBiAFi1aYPr06SgoKNCaf/v2bQghYG9vr7XM2NhYrcvJbWxstJahVCpL/Zkp2VapVALQfi/l1PO49u3bY+vWrVIgrVu3Ljw9PbFhw4YyXyPH0/pXkX21PPr06QMLC4tSx2eVVBxKy/M7qJizszPu3r2L7OzsCtf4NBcvXsSRI0fQrVu3Mm/VUbxvRkVF4eTJk0hLS5MuQmnSpAlq166N6OjoUv8wospXPS5homrJyMgIkydPxuTJk5GWloa9e/fi448/RpcuXXD9+vUnXu1V/Is5KSlJa9DnrVu3YGtrq9Gu+IP3ccnJyaUenSq+uuVxERER8PPzw4oVKzSmZ2ZmPrmTOvB4X0u6desWDAwMUKtWrQot+/GBqzExMRpXADZp0gS2traIiopCdHQ0HBwcpKC1detWZGdnY/PmzdKtEQCUeT+i0t5TuYq38S+//KJRQ0ktW7ZEXFycxjRHR8dS2xbfe6tz58749ttvS12nQqHAwYMHpTDwuNKmVSa59fTq1Qu9evWSjlaEhYUhKCgIrq6u8PHxeeJrTU1NkZ6erjW9ovcnetq+KocQQuPo55PaAShX22JdunTB7t278fvvv2PAgAEVrvFJfHx88M4772DEiBEAHt33qmSNnp6eUmBSKpWwt7fXuL9W8dW7xaGVYer54pEpei5q1qyJvn37Yvz48bh//7505KCsv86LTxlFRERoTI+Li8OFCxekw+CtWrWCUqnEpk2bNNrFxsY+8fRJSQqFQuuD6fTp0xpX01WWhg0bok6dOli/fr30yx4AsrOz8euvv0pX+FVE06ZNUbt2bezfv1/jtADwqM/t27dHZGSk1mmB4nD0+HsihNA6lVKZunTpAiMjI/zzzz+lHh319vYGAFhaWmpNLz7KVZpOnTqhc+fOmD17NrKysjTmFd9L6ObNm6Wur/iePc+LrupRKpXw9fWVbuJafDXkk46Oubq64uLFixpXb967dw+HDx+uUF8aNmwItVqtdYo1MTGxwssEHoXtBw8elOu2Az/++COMjY3RsmXLci9/xIgRUKvVmDp1apmnSjdv3lzu5ZVlyJAh2LhxI8LDw6XT6Y8rPm1/+PBh7NmzR+vWKL6+vjhw4ACioqLg6OhY6v3nqPLwyBRVmh49esDT0xPe3t6oXbs2rl27hsWLF8PFxQXu7u4AIH0YLFmyBEOGDIGxsTEaNmyIhg0bYvTo0Vi6dCkMDAzQrVs3XL16FTNmzICTkxM++OADAI9OFU2ePBlhYWGoVasW+vTpgxs3bmDWrFlwcHAo91+ggYGB+OyzzzBz5kz4+voiISEBs2fPhpubW5ljcHTFwMAA8+fPx7vvvovAwECMGTMGeXl5WLBgAdLS0kq9Y3N5Fd8+4ZdffoEQotRfwJMmTYIQQiNMde7cGSYmJhg4cCCmTp2K3NxcrFixosKnGyvC1dUVs2fPxvTp0/Hvv/+ia9euqFWrFm7fvo2jR4/CwsKizLtVP80XX3yBli1b4s6dO2jatKk0/Y033sDo0aMxbNgwHDt2DO3bt4eFhQWSkpJw6NAheHl5YezYsbrq4lPJqefTTz/FjRs30LFjR9StWxdpaWlYsmQJjI2NpZ+D+vXrw8zMDOvWrUPjxo1Ro0YNODo6wtHREcHBwVi5ciUGDRqEUaNG4d69e5g/f/4z35i3mIGBAWbNmoUxY8agb9++GD58ONLS0sq9r167dg1BQUEYMGAAGjRoAIVCgQMHDmDx4sVo2rQpRo4cKbVdsGABzp8/L/X9zp07+P7777F7926EhoZKRz3LQ6VS4bfffkNgYCBeffVVjZt2Xrp0CRERETh16hTeeuutCr0vj+vbty/Mzc3Rt29f5OTkYMOGDRp/GPj7++OXX37B7t27sWzZMo3X+vr64t69e/jzzz8RFBQkuxZ6RlUz7p303eNXQZXmzTfffOrVfF999ZVo06aNsLW1FSYmJsLZ2VmMGDFCXL16VeN106ZNE46OjsLAwEAAkG5FUFhYKL744gvh4eEhjI2Nha2trRg0aJB06XaxoqIiMWfOHFG3bl1hYmIiXnnlFbF9+3bRrFkzjSvxnnQlXF5enggJCRF16tQRpqamokWLFmLr1q1lXrm0YMECjdeXteynvY+P27p1q2jVqpUwNTUVFhYWomPHjuKvv/4q13qeZPny5QKAqF27tta8+Ph46erMS5cuacz7/fffRbNmzYSpqamoU6eO+PDDD8XOnTs1tpEQpd9eQAjdvVdbt24V/v7+wsrKSiiVSuHi4iL69u1b6hVPJT3p/Q8KChIASq39hx9+EK1atRIWFhbCzMxM1K9fXwwePFgcO3bsqf0u+TNTVn+L35/Hr6Qr7dYI5a2n5Gu3b98uunXrJurUqSNMTEyEnZ2d6N69u3SrjWIbNmwQjRo1EsbGxgKAmDlzpjRvzZo1onHjxsLU1FQ0adJEbNq0qdz7hBBCa3lCCPHtt9+KBg0aCBMTE+Hh4SF++OEH0atXL/Hqq69qvf5x9+/fF3369BGurq7CzMxMmJiYCHd3dzF16lStKxa3bdsm2rZtK2rXri2MjIyEpaWlaNeunXRlYUUkJyeLjz76SDRt2lSYm5sLpVIpGjRoIMaMGSPOnDnzxNeW99YIxaKiokSNGjVE165dxYMHD6Tp58+fl/bXs2fParym+OpdAGLVqlVPrYVX8+mWQojHzisQvSCuXLmCRo0aYebMmfj444+ruhwiKkNaWho8PDzQu3fvUsexvQhCQ0Mxa9Ys6RsXnvUrZXRBCIHCwkLMnj0bn332Ge7evftMR+joyXiaj6q9U6dOYcOGDWjTpg2srKyQkJAgnY4oHtBJRFUvOTkZc+fOhb+/P2xsbHDt2jUsWrQImZmZz/y9gtWRsbExLCwstMbqPQ9LliyRhkeQ7vHIFFV7ly9fxv/93//h1KlTSEtLg0qlgp+fH+bOnavxtRBEVLVSU1MxePBgxMXF4f79+zA3N0fr1q0xa9YstGrVqqrLqzS3bt3CrVu3ADz64uKq+B7TO3fuaNzvrnnz5tXmO0mrA4YpIiIiIhl4awQiIiIiGRimiIiIiGTgCdNyKioqwq1bt2BpaVkpd3smIiIi3RNCIDMzE46Ojs909/tnwTBVTrdu3YKTk1NVl0FEREQVcP36da2vJ9MVhqlysrS0BPBoY1T0DsBERET0fGVkZMDJyUn6HK8MDFPlVHxqz8rKimGKiIiomqnMITocgE5EREQkA8MUERERkQwMU0REREQyMEwRERERycAwRURERCQDwxQRERGRDAxTRERERDIwTBERERHJwDBFREREJAPDFBEREZEMDFNEREREMjBMEREREcnAMEVEREQkA8MUERERkQxGVV1AdZeYmIiUlJSqLqNUtra2cHZ2ruoyiIiIXmgMUzIkJiaiccOGeJCbW9WllMrc1BQXEhIYqIiIiCoRw5QMKSkpeJCbiwgAjau6mBIuABiUm4uUlBSGKSIiokrEMKUDjQG0qOoiiIiIqEpwADoRERGRDAxTRERERDIwTBERERHJwDBFREREJAPDFBEREZEMDFNEREREMjBMEREREcnAMEVEREQkA8MUERERkQwMU0REREQyMEwRERERycAwRURERCQDwxQRERGRDAxTRERERDIwTBERERHJwDBFREREJAPDFBEREZEMDFNEREREMjBMEREREcnAMEVEREQkA8MUERERkQxVGqbCwsLw2muvwdLSEnZ2dujduzcSEhI02gwdOhQKhULj0bp1a402eXl5mDBhAmxtbWFhYYGePXvixo0bGm1SU1MRHBwMlUoFlUqF4OBgpKWlVXYXiYiI6AVXpWHqwIEDGD9+PGJjY7Fnzx48fPgQAQEByM7O1mjXtWtXJCUlSY8//vhDY/6kSZOwZcsWbNy4EYcOHUJWVhYCAwNRWFgotQkKCkJ8fDwiIyMRGRmJ+Ph4BAcHP5d+EhER0YvLqCpXHhkZqfE8PDwcdnZ2OH78ONq3by9NVyqVUKvVpS4jPT0d33//PX788Ud06tQJABAREQEnJyfs3bsXXbp0wYULFxAZGYnY2Fi0atUKALBq1Sr4+PggISEBDRs2rKQeEhER0YtOr8ZMpaenAwCsra01pkdHR8POzg4eHh4YNWoU7ty5I807fvw4CgoKEBAQIE1zdHSEp6cnDh8+DACIiYmBSqWSghQAtG7dGiqVSmpTUl5eHjIyMjQeRERERCXpTZgSQmDy5Mlo27YtPD09pendunXDunXrsH//fnz11VeIi4tDhw4dkJeXBwBITk6GiYkJatWqpbE8e3t7JCcnS23s7Oy01mlnZye1KSksLEwaX6VSqeDk5KSrrhIREdELpEpP8z3uvffew+nTp3Ho0CGN6f3795f+7+npCW9vb7i4uGDHjh146623ylyeEAIKhUJ6/vj/y2rzuGnTpmHy5MnS84yMDAYqIiIi0qIXR6YmTJiAbdu2ISoqCnXr1n1iWwcHB7i4uODSpUsAALVajfz8fKSmpmq0u3PnDuzt7aU2t2/f1lrW3bt3pTYlKZVKWFlZaTyIiIiISqrSMCWEwHvvvYfNmzdj//79cHNze+pr7t27h+vXr8PBwQEA0LJlSxgbG2PPnj1Sm6SkJJw9exZt2rQBAPj4+CA9PR1Hjx6V2hw5cgTp6elSGyIiIqKKqNLTfOPHj8f69evx22+/wdLSUhq/pFKpYGZmhqysLISGhuLtt9+Gg4MDrl69io8//hi2trbo06eP1HbEiBGYMmUKbGxsYG1tjZCQEHh5eUlX9zVu3Bhdu3bFqFGjsHLlSgDA6NGjERgYyCv5iIiISJYqDVMrVqwAAPj5+WlMDw8Px9ChQ2FoaIgzZ85g7dq1SEtLg4ODA/z9/bFp0yZYWlpK7RctWgQjIyP069cPOTk56NixI1avXg1DQ0Opzbp16zBx4kTpqr+ePXti2bJlld9JIiIieqEphBCiqouoDjIyMqBSqZCeni6Nnzpx4gRatmyJ4wBaVG15Wk4AaIlHt45o0ULfqiMiIno+Svv81jW9GIBOREREVF0xTBERERHJwDBFREREJAPDFBEREZEMDFNEREREMjBMEREREcnAMEVEREQkA8MUERERkQwMU0REREQyMEwRERERycAwRURERCQDwxQRERGRDAxTRERERDIwTBERERHJwDBFREREJAPDFBEREZEMDFNEREREMjBMEREREcnAMEVEREQkA8MUERERkQwMU0REREQyMEwRERERycAwRURERCQDwxQRERGRDAxTRERERDIwTBERERHJwDBFREREJAPDFBEREZEMDFNEREREMjBMEREREcnAMEVEREQkA8MUERERkQwMU0REREQyMEwRERERyWBU1QVQ1UtMTERKSkpVl1EmW1tbODs7V3UZREREpWKYesklJiaiccOGeJCbW9WllMnc1BQXEhIYqIiISC8xTL3kUlJS8CA3FxEAGld1MaW4AGBQbi5SUlIYpoiISC8xTBGAR0GqRVUXQUREVA1xADoRERGRDAxTRERERDIwTBERERHJwDBFREREJAPDFBEREZEMDFNEREREMjBMEREREcnAMEVEREQkA8MUERERkQwMU0REREQyMEwRERERycAwRURERCQDwxQRERGRDAxTRERERDIwTBERERHJwDBFREREJEOVhqmwsDC89tprsLS0hJ2dHXr37o2EhASNNkIIhIaGwtHREWZmZvDz88O5c+c02uTl5WHChAmwtbWFhYUFevbsiRs3bmi0SU1NRXBwMFQqFVQqFYKDg5GWllbZXSQiIqIXXJWGqQMHDmD8+PGIjY3Fnj178PDhQwQEBCA7O1tqM3/+fCxcuBDLli1DXFwc1Go1OnfujMzMTKnNpEmTsGXLFmzcuBGHDh1CVlYWAgMDUVhYKLUJCgpCfHw8IiMjERkZifj4eAQHBz/X/hIREdELSOiRO3fuCADiwIEDQgghioqKhFqtFp9//rnUJjc3V6hUKvHNN98IIYRIS0sTxsbGYuPGjVKbmzdvCgMDAxEZGSmEEOL8+fMCgIiNjZXaxMTECADi77//Lldt6enpAoBIT0+Xph0/flwAEMcBIfTscRx4VNvx40/slz734Vn6QUREVJrSPr91Ta/GTKWnpwMArK2tAQBXrlxBcnIyAgICpDZKpRK+vr44fPgwAOD48eMoKCjQaOPo6AhPT0+pTUxMDFQqFVq1aiW1ad26NVQqldSmpLy8PGRkZGg8iIiIiErSmzAlhMDkyZPRtm1beHp6AgCSk5MBAPb29hpt7e3tpXnJyckwMTFBrVq1ntjGzs5Oa512dnZSm5LCwsKk8VUqlQpOTk7yOkhEREQvJL0JU++99x5Onz6NDRs2aM1TKBQaz4UQWtNKKtmmtPZPWs60adOQnp4uPa5fv16ebhAREdFLRi/C1IQJE7Bt2zZERUWhbt260nS1Wg0AWkeP7ty5Ix2tUqvVyM/PR2pq6hPb3L59W2u9d+/e1TrqVUypVMLKykrjQURERFRSlYYpIQTee+89bN68Gfv374ebm5vGfDc3N6jVauzZs0ealp+fjwMHDqBNmzYAgJYtW8LY2FijTVJSEs6ePSu18fHxQXp6Oo4ePSq1OXLkCNLT06U2RERERBVhVJUrHz9+PNavX4/ffvsNlpaW0hEolUoFMzMzKBQKTJo0CfPmzYO7uzvc3d0xb948mJubIygoSGo7YsQITJkyBTY2NrC2tkZISAi8vLzQqVMnAEDjxo3RtWtXjBo1CitXrgQAjB49GoGBgWjYsGHVdJ6IiIheCFUaplasWAEA8PPz05geHh6OoUOHAgCmTp2KnJwcjBs3DqmpqWjVqhV2794NS0tLqf2iRYtgZGSEfv36IScnBx07dsTq1athaGgotVm3bh0mTpwoXfXXs2dPLFu2rHI7SERERC+8Kg1TQointlEoFAgNDUVoaGiZbUxNTbF06VIsXbq0zDbW1taIiIioSJlEREREZdKLAehERERE1RXDFBEREZEMDFNEREREMjBMEREREcnAMEVEREQkA8MUERERkQwMU0REREQyMEwRERERycAwRURERCQDwxQRERGRDAxTRERERDIwTBERERHJwDBFREREJAPDFBEREZEMDFNEREREMjBMEREREcnAMEVEREQkA8MUERERkQwMU0REREQyMEwRERERycAwRURERCQDwxQRERGRDAxTRERERDIwTBERERHJwDBFREREJAPDFBEREZEMDFNEREREMjBMEREREcnAMEVEREQkA8MUERERkQwMU0REREQyMEwRERERycAwRURERCQDwxQRERGRDAxTRERERDJUKExduXJF13UQERERVUsVClMNGjSAv78/IiIikJubq+uaiIiIiKqNCoWpU6dO4dVXX8WUKVOgVqsxZswYHD16VNe1EREREem9CoUpT09PLFy4EDdv3kR4eDiSk5PRtm1bNG3aFAsXLsTdu3d1XScRERGRXpI1AN3IyAh9+vTBTz/9hC+++AL//PMPQkJCULduXQwePBhJSUm6qpOIiIhIL8kKU8eOHcO4cePg4OCAhQsXIiQkBP/88w/279+PmzdvolevXrqqk4iIiEgvGVXkRQsXLkR4eDgSEhLQvXt3rF27Ft27d4eBwaNs5ubmhpUrV6JRo0Y6LZaIiIhI31QoTK1YsQLDhw/HsGHDoFarS23j7OyM77//XlZxRERERPquQmHq0qVLT21jYmKCIUOGVGTxRERERNVGhcZMhYeH4+eff9aa/vPPP2PNmjWyiyIiIiKqLioUpj7//HPY2tpqTbezs8O8efNkF0VERERUXVQoTF27dg1ubm5a011cXJCYmCi7KCIiIqLqokJhys7ODqdPn9aafurUKdjY2MguioiIiKi6qFCYGjBgACZOnIioqCgUFhaisLAQ+/fvx/vvv48BAwboukYiIiIivVWhq/nmzJmDa9euoWPHjjAyerSIoqIiDB48mGOmiIiI6KVSoTBlYmKCTZs24bPPPsOpU6dgZmYGLy8vuLi46Lo+IiIiIr1WoTBVzMPDAx4eHrqqhYiIiKjaqVCYKiwsxOrVq7Fv3z7cuXMHRUVFGvP379+vk+KIiIiI9F2FwtT777+P1atX480334SnpycUCoWu6yIiIiKqFip0Nd/GjRvx008/YdOmTVi8eDEWLVqk8SivP//8Ez169ICjoyMUCgW2bt2qMX/o0KFQKBQaj9atW2u0ycvLw4QJE2BrawsLCwv07NkTN27c0GiTmpqK4OBgqFQqqFQqBAcHIy0trSJdJyIiItJQoTBlYmKCBg0ayF55dnY2mjVrhmXLlpXZpmvXrkhKSpIef/zxh8b8SZMmYcuWLdi4cSMOHTqErKwsBAYGorCwUGoTFBSE+Ph4REZGIjIyEvHx8QgODpZdPxEREVGFTvNNmTIFS5YswbJly2Sd4uvWrRu6dev2xDZKpRJqtbrUeenp6fj+++/x448/olOnTgCAiIgIODk5Ye/evejSpQsuXLiAyMhIxMbGolWrVgCAVatWwcfHBwkJCWjYsGGpy87Ly0NeXp70PCMjoyJdJCIiohdchcLUoUOHEBUVhZ07d6Jp06YwNjbWmL9582adFAcA0dHRsLOzQ82aNeHr64u5c+fCzs4OAHD8+HEUFBQgICBAau/o6AhPT08cPnwYXbp0QUxMDFQqlRSkAKB169ZQqVQ4fPhwmWEqLCwMs2bN0lk/iIiI6MVUoTBVs2ZN9OnTR9e1aOnWrRveeecduLi44MqVK5gxYwY6dOiA48ePQ6lUIjk5GSYmJqhVq5bG6+zt7ZGcnAwASE5OlsLX4+zs7KQ2pZk2bRomT54sPc/IyICTk5OOekZEREQvigqFqfDwcF3XUar+/ftL//f09IS3tzdcXFywY8cOvPXWW2W+TgihcfqxtFORJduUpFQqoVQqK1g5ERERvSwqNAAdAB4+fIi9e/di5cqVyMzMBADcunULWVlZOiuuJAcHB7i4uODSpUsAALVajfz8fKSmpmq0u3PnDuzt7aU2t2/f1lrW3bt3pTZEREREFVWhMHXt2jV4eXmhV69eGD9+PO7evQsAmD9/PkJCQnRa4OPu3buH69evw8HBAQDQsmVLGBsbY8+ePVKbpKQknD17Fm3atAEA+Pj4ID09HUePHpXaHDlyBOnp6VIbIiIiooqq8E07vb29cerUKdjY2EjT+/Tpg5EjR5Z7OVlZWbh8+bL0/MqVK4iPj4e1tTWsra0RGhqKt99+Gw4ODrh69So+/vhj2NraSuO1VCoVRowYgSlTpsDGxgbW1tYICQmBl5eXdHVf48aN0bVrV4waNQorV64EAIwePRqBgYFlDj4nIiIiKq8KX833119/wcTERGO6i4sLbt68We7lHDt2DP7+/tLz4gHfQ4YMwYoVK3DmzBmsXbsWaWlpcHBwgL+/PzZt2gRLS0vpNYsWLYKRkRH69euHnJwcdOzYEatXr4ahoaHUZt26dZg4caJ01V/Pnj2feG8rIiIiovKqUJgqKirSuClmsRs3bmgEnafx8/ODEKLM+bt27XrqMkxNTbF06VIsXbq0zDbW1taIiIgod11ERERE5VWhMVOdO3fG4sWLpecKhQJZWVmYOXMmunfvrqvaiIiIiPRehY5MLVq0CP7+/mjSpAlyc3MRFBSES5cuwdbWFhs2bNB1jURERER6q0JhytHREfHx8diwYQNOnDiBoqIijBgxAu+++y7MzMx0XSMRERGR3qpQmAIAMzMzDB8+HMOHD9dlPURERETVSoXC1Nq1a584f/DgwRUqhoiIiKi6qfB9ph5XUFCABw8ewMTEBObm5gxTRERE9NKo0NV8qampGo+srCwkJCSgbdu2HIBOREREL5UKfzdfSe7u7vj888+1jloRERERvch0FqYAwNDQELdu3dLlIomIiIj0WoXGTG3btk3juRACSUlJWLZsGd544w2dFEZERERUHVQoTPXu3VvjuUKhQO3atdGhQwd89dVXuqiLiIiIqFqo8HfzEREREZGOx0wRERERvWwqdGRq8uTJ5W67cOHCiqyCiIiIqFqoUJg6efIkTpw4gYcPH6Jhw4YAgIsXL8LQ0BAtWrSQ2ikUCt1USURERKSnKhSmevToAUtLS6xZswa1atUC8OhGnsOGDUO7du0wZcoUnRZJREREpK8qNGbqq6++QlhYmBSkAKBWrVqYM2cOr+YjIiKil0qFwlRGRgZu376tNf3OnTvIzMyUXRQRERFRdVGhMNWnTx8MGzYMv/zyC27cuIEbN27gl19+wYgRI/DWW2/pukYiIiIivVWhMVPffPMNQkJCMGjQIBQUFDxakJERRowYgQULFui0QCIiIiJ9VqEwZW5ujuXLl2PBggX4559/IIRAgwYNYGFhoev6iIiIiPSarJt2JiUlISkpCR4eHrCwsIAQQld1EREREVULFQpT9+7dQ8eOHeHh4YHu3bsjKSkJADBy5EjeFoGIiIheKhUKUx988AGMjY2RmJgIc3NzaXr//v0RGRmps+KIiIiI9F2Fxkzt3r0bu3btQt26dTWmu7u749q1azopjIiIiKg6qNCRqezsbI0jUsVSUlKgVCplF0VERERUXVQoTLVv3x5r166VnisUChQVFWHBggXw9/fXWXFERERE+q5Cp/kWLFgAPz8/HDt2DPn5+Zg6dSrOnTuH+/fv46+//tJ1jURERER6q0JHppo0aYLTp0/j9ddfR+fOnZGdnY233noLJ0+eRP369XVdIxEREZHeeuYjUwUFBQgICMDKlSsxa9asyqiJiIiIqNp45iNTxsbGOHv2LBQKRWXUQ0RERFStVOg03+DBg/H999/ruhYiIiKiaqdCA9Dz8/Px3XffYc+ePfD29tb6Tr6FCxfqpDgiIiIiffdMYerff/+Fq6srzp49ixYtWgAALl68qNGGp/+IiIjoZfJMYcrd3R1JSUmIiooC8OjrY/773//C3t6+UoojIiIi0nfPNGZKCKHxfOfOncjOztZpQURERETVSYUGoBcrGa6IiIiIXjbPFKYUCoXWmCiOkSIiIqKX2TONmRJCYOjQodKXGefm5uL//u//tK7m27x5s+4qJCIiItJjzxSmhgwZovF80KBBOi2GiIiIqLp5pjAVHh5eWXUQERERVUuyBqATERERvewYpoiIiIhkYJgiIiIikoFhioiIiEgGhikiIiIiGRimiIiIiGRgmCIiIiKSgWGKiIiISAaGKSIiIiIZGKaIiIiIZGCYIiIiIpKBYYqIiIhIBoYpIiIiIhmqNEz9+eef6NGjBxwdHaFQKLB161aN+UIIhIaGwtHREWZmZvDz88O5c+c02uTl5WHChAmwtbWFhYUFevbsiRs3bmi0SU1NRXBwMFQqFVQqFYKDg5GWllbJvSMiIqKXQZWGqezsbDRr1gzLli0rdf78+fOxcOFCLFu2DHFxcVCr1ejcuTMyMzOlNpMmTcKWLVuwceNGHDp0CFlZWQgMDERhYaHUJigoCPHx8YiMjERkZCTi4+MRHBxc6f0jIiKiF59RVa68W7du6NatW6nzhBBYvHgxpk+fjrfeegsAsGbNGtjb22P9+vUYM2YM0tPT8f333+PHH39Ep06dAAARERFwcnLC3r170aVLF1y4cAGRkZGIjY1Fq1atAACrVq2Cj48PEhIS0LBhw1LXn5eXh7y8POl5RkaGLrtORERELwi9HTN15coVJCcnIyAgQJqmVCrh6+uLw4cPAwCOHz+OgoICjTaOjo7w9PSU2sTExEClUklBCgBat24NlUoltSlNWFiYdFpQpVLByclJ110kIiKiF4Dehqnk5GQAgL29vcZ0e3t7aV5ycjJMTExQq1atJ7axs7PTWr6dnZ3UpjTTpk1Denq69Lh+/bqs/hAREdGLqUpP85WHQqHQeC6E0JpWUsk2pbV/2nKUSiWUSuUzVktEREQvG709MqVWqwFA6+jRnTt3pKNVarUa+fn5SE1NfWKb27dvay3/7t27Wke9iIiIiJ6V3oYpNzc3qNVq7NmzR5qWn5+PAwcOoE2bNgCAli1bwtjYWKNNUlISzp49K7Xx8fFBeno6jh49KrU5cuQI0tPTpTZEREREFVWlp/mysrJw+fJl6fmVK1cQHx8Pa2trODs7Y9KkSZg3bx7c3d3h7u6OefPmwdzcHEFBQQAAlUqFESNGYMqUKbCxsYG1tTVCQkLg5eUlXd3XuHFjdO3aFaNGjcLKlSsBAKNHj0ZgYGCZV/IRERERlVeVhqljx47B399fej558mQAwJAhQ7B69WpMnToVOTk5GDduHFJTU9GqVSvs3r0blpaW0msWLVoEIyMj9OvXDzk5OejYsSNWr14NQ0NDqc26deswceJE6aq/nj17lnlvKyIiIqJnoRBCiKouojrIyMiASqVCeno6rKysAAAnTpxAy5YtcRxAi6otT8sJAC3x6PYRLVqUXZ0+9wEofz+IiIhKU9rnt67p7ZgpIiIiouqAYYqIiIhIBoYpIiIiIhkYpoiIiIhkYJgiIiIikoFhioiIiEgGhikiIiIiGRimiIiIiGRgmCIiIiKSgWGKiIiISAaGKSIiIiIZGKaIiIiIZGCYIiIiIpKBYYqIiIhIBoYpIiIiIhkYpoiIiIhkYJgiIiIikoFhioiIiEgGhikiIiIiGRimiIiIiGRgmCIiIiKSgWGKiIiISAaGKSIiIiIZGKaIiIiIZGCYIiIiIpKBYYqIiIhIBoYpIiIiIhkYpoiIiIhkYJgiIiIikoFhioiIiEgGhikiIiIiGRimiIiIiGRgmCIiIiKSgWGKiIiISAaGKSIiIiIZGKaIiIiIZGCYIiIiIpKBYYqIiIhIBoYpIiIiIhkYpoiIiIhkYJgiIiIikoFhioiIiEgGhikiIiIiGRimiIiIiGRgmCIiIiKSgWGKiIiISAaGKSIiIiIZGKaIiIiIZGCYIiIiIpKBYYqIiIhIBoYpIiIiIhkYpoiIiIhkYJgiIiIikoFhioiIiEgGvQ5ToaGhUCgUGg+1Wi3NF0IgNDQUjo6OMDMzg5+fH86dO6exjLy8PEyYMAG2trawsLBAz549cePGjefdFSIiInpB6XWYAoCmTZsiKSlJepw5c0aaN3/+fCxcuBDLli1DXFwc1Go1OnfujMzMTKnNpEmTsGXLFmzcuBGHDh1CVlYWAgMDUVhYWBXdISIioheMUVUX8DRGRkYaR6OKCSGwePFiTJ8+HW+99RYAYM2aNbC3t8f69esxZswYpKen4/vvv8ePP/6ITp06AQAiIiLg5OSEvXv3okuXLmWuNy8vD3l5edLzjIwMHfeMiIiIXgR6f2Tq0qVLcHR0hJubGwYMGIB///0XAHDlyhUkJycjICBAaqtUKuHr64vDhw8DAI4fP46CggKNNo6OjvD09JTalCUsLAwqlUp6ODk5VULviIiIqLrT6zDVqlUrrF27Frt27cKqVauQnJyMNm3a4N69e0hOTgYA2Nvba7zG3t5empecnAwTExPUqlWrzDZlmTZtGtLT06XH9evXddgzIiIielHo9Wm+bt26Sf/38vKCj48P6tevjzVr1qB169YAAIVCofEaIYTWtJLK00apVEKpVFawciIiInpZ6PWRqZIsLCzg5eWFS5cuSeOoSh5hunPnjnS0Sq1WIz8/H6mpqWW2ISIiIpKjWoWpvLw8XLhwAQ4ODnBzc4NarcaePXuk+fn5+Thw4ADatGkDAGjZsiWMjY012iQlJeHs2bNSGyIiIiI59Po0X0hICHr06AFnZ2fcuXMHc+bMQUZGBoYMGQKFQoFJkyZh3rx5cHd3h7u7O+bNmwdzc3MEBQUBAFQqFUaMGIEpU6bAxsYG1tbWCAkJgZeXl3R1HxEREZEceh2mbty4gYEDByIlJQW1a9dG69atERsbCxcXFwDA1KlTkZOTg3HjxiE1NRWtWrXC7t27YWlpKS1j0aJFMDIyQr9+/ZCTk4OOHTti9erVMDQ0rKpuERER0QtEr8PUxo0bnzhfoVAgNDQUoaGhZbYxNTXF0qVLsXTpUh1XR0RERFTNxkwRERER6RuGKSIiIiIZGKaIiIiIZGCYIiIiIpKBYYqIiIhIBoYpIiIiIhkYpoiIiIhkYJgiIiIikoFhioiIiEgGhikiIiIiGRimiIiIiGRgmCIiIiKSgWGKiIiISAaGKSIiIiIZGKaIiIiIZGCYIiIiIpKBYYqIiIhIBoYpIiIiIhkYpoiIiIhkYJgiIiIikoFhioiIiEgGhikiIiIiGRimiIiIiGRgmCIiIiKSgWGKiIiISAaGKSIiIiIZGKaIiIiIZGCYIiIiIpKBYYqIiIhIBoYpIiIiIhkYpoiIiIhkYJgiIiIikoFhioiIiEgGhikiIiIiGRimiIiIiGQwquoCiHQlMTERKSkpVV1GmWxtbeHs7FzVZRARkY4xTNELITExEY0bNsSD3NyqLqVM5qamuJCQwEBFRPSCYZiiF0JKSgoe5OYiAkDjqi6mFBcADMrNRUpKCsMUEdELhmGKXiiNAbSo6iKIiOilwgHoRERERDIwTBERERHJwDBFREREJAPDFBEREZEMHIBOpGf0+X5ZvFcWEZE2hikiPaLv98vivbKIiLQxTBHpEX2+XxbvlUVEVDqGKSI9xPtlERFVHwxTRKRz+jzuC+DYLyLSLYYpItIpfR/3BXDsFxHpFsMUEemUPo/7Ajj2i4h0j2GKiCoFx30R0cuCYYqIqAz6PPaL476I9AfDFBFRKfR97BfHfRHpj5cqTC1fvhwLFixAUlISmjZtisWLF6Ndu3ZVXRYR6SF9Hvv1LOO+9PnoGlD+I2zsR+Xj0c6Ke2nC1KZNmzBp0iQsX74cb7zxBlauXIlu3brh/Pnz/OEhojJV57Ff+n50DSjfETb24/ng0c6Ke2nC1MKFCzFixAiMHDkSALB48WLs2rULK1asQFhYWBVXR0Ske/p8dA0o/xE29qPyvYxHO3XppQhT+fn5OH78OP7zn/9oTA8ICMDhw4dLfU1eXh7y8vKk5+np6QCAjIwMaVpWVhYA4DiALB3XLFfC//83KytLo+aS9LkPAPuhT16EPgAvRj+etQ8PoH99AB7VBbAf+qC8fbh+/Tpea9kSOY99PuobM6USccePw8nJCcD/PreFEJW3UvESuHnzpgAg/vrrL43pc+fOFR4eHqW+ZubMmQIAH3zwwQcffPDxAjz++eefSssZL8WRqWIKhULjuRBCa1qxadOmYfLkydLztLQ0uLi4IDExESqVqlLrpCfLyMiAk5MTrl+/Disrq6ou56XGbaE/uC30C7eH/khPT4ezszOsra0rbR0vRZiytbWFoaEhkpOTNabfuXMH9vb2pb5GqVRCqVRqTVepVNwx9ISVlRW3hZ7gttAf3Bb6hdtDfxgYGFTesittyXrExMQELVu2xJ49ezSm79mzB23atKmiqoiIiOhF8FIcmQKAyZMnIzg4GN7e3vDx8cG3336LxMRE/N///V9Vl0ZERETV2EsTpvr374979+5h9uzZSEpKgqenJ/744w+4uLiU6/VKpRIzZ84s9dQfPV/cFvqD20J/cFvoF24P/fE8toVCiMq8VpCIiIjoxfZSjJkiIiIiqiwMU0REREQyMEwRERERycAwRURERCQDwxQRERGRDAxTRERERDIwTD3Bw4cPUVBQUNVlEBERkY4VFRXpbFkvzU07n9X58+cxa9Ys3Lp1Cw0aNEBAQAAGDhxY1WURgMTERJw5cwZJSUl48803YWVlBQsLi6ou66VT1nZ40heIU+XhfqE/uC30V3Z2NkxMTPDw4UOYmZnpbLm8aWcpLl68iNdffx09evSAu7s79u3bh8zMTDRr1gzh4eFVXd5L7fTp0wgICICjoyOuXLkCS0tL9O/fH+PGjYObm1tVl/fSeNp2YKB6vrhf6A9uC/119uxZjB8/Hjk5OUhJSUFISAgCAgLQoEED2cvmab4ShBBYu3YtOnfujB9//BGffvopdu7ciREjRuD48ePo379/VZf40kpLS8Pw4cMxePBg7Nu3D6mpqRg5ciSOHDmCSZMm4fLly1Vd4kuhPNtBoVCAf6c9H9wv9Ae3hf66cuUK2rdvj1deeQXjx4/HgAEDMG/ePMycORMHDx6UvXyGqRIUCgVu3ryJ5ORkaZq5uTmGDx+O999/H5cuXcK0adOqsMKXV0ZGBlJSUtCpUyfUqlULAPDpp59i5MiRSEtLw8yZM5GUlFTFVb74yrsdeGTq+eB+oT+4LfTX1q1b4enpiaVLl2LIkCGYN28eli5dimvXrmHx4sU4evSorOUzTD2m+C/pFi1aoLCwEH///bc0z8zMDO+88w46d+6MqKgo3Llzp6rKfGkZGhrCzMwMt27dAvDoAgEAGDx4MN59912cPXsWe/bsAQAeFalECoWi3NtBlwM8qXQGBgbcL/QEt4X+KioqQlpaGjIzM6XfS3369MG0adNw7do1RERE4MGDBxXfLoK0XL58Wdja2ophw4aJjIwMjXm3bt0SBgYGYsuWLVVT3EuuR48eonnz5iI1NVUIIURBQYE0r2/fvsLHx6eKKnux3bp1S5w7d056HhgYyO1QhbKzs0V+fr70vGfPntweeoL7hn7auHGjMDU1FceOHRNCCJGXlyfNW7NmjTAxMZHmVQSPTJWifv36+Omnn7B+/XpMmzYNKSkp0jwTExO8+uqrqFmzZtUV+JLIzs5GZmYmMjIypGk//PAD0tPT0a9fP+Tn58PI6H8XpHbp0gVCCOTn51dFuS+smzdvwsvLC5988gliY2MBAOHh4UhLS+N2qAJnz57FwIEDERsbi+zsbADA999/z/2iCty4cQObNm3Cr7/+ipMnTwJ4tG9wW+if/v37IyAgAH369MGdO3dgYmKCvLw8AI+OHDZo0AD79u2r8PIZpsrg7++Pn3/+Gd999x1Gjx6NDRs24Ny5c1iwYAFu3LiB+vXrV3WJL7Tz58/jrbfegq+vLxo3box169ahqKgItra2WL9+Pf7++28EBAQgISEBubm5AICjR4/C0tKSh8917OLFi0hPT0d6ejpWrFiBuLg42NraYsOGDTh79iw6dOjA7fCcnDt3Du3bt0fdunVRr1496XL74v3i3Llz3C+ekzNnzqBt27b48ssvMX78eISGhuLSpUvStrhw4QK3RRVJSEjA5MmTMWDAAHz++ec4duwYAGDRokVwdHRE69atcf36dSiVSgBAbm4uLCwsYGtrW/GVVviY1kvi+PHjwtfXVzg7O4t69eqJhg0bihMnTlR1WS+0c+fOCRsbG/HBBx+I9evXi8mTJwtjY2ON9/3MmTPCy8tL1K9fX3h7e4sePXoIS0tLER8fX4WVv5ju3bsnevbsKVauXClatGghgoKCxPnz54UQQpw6dUq0bdtW1KtXj9uhkmVlZYmAgAAxduxYadqFCxfEyZMnxY0bN4QQQpw9e1Y0adKE+0Ulu3r1qqhTp474z3/+I7KyssQff/wh1Gq1OHr0qNSG26JqnDt3TqhUKhEYGCgGDRok1Gq1aNu2rVi8eLEQ4tF2adeunVCpVGL58uUiIiJCfPTRR8La2lpcvny5wuvlfabKISMjA/fv30dWVhbUarW89EpPdP/+fQwcOBCNGjXCkiVLpOkdOnSAl5cXlixZonEPo6+//ho3btyAmZkZ+vfvj4YNG1ZV6S+kwsJC3L9/H23btsX+/ftx9OhRhIWFoVmzZjh//jwaNGiANWvWYOnSpbh16xa3QyXKy8tDp06d8N///hevvPIK3nzzTdy/fx9///03mjRpglGjRmHEiBEAgGXLluHmzZvcHpVk5cqV2LhxI/bv3y/9LnrzzTfRq1cvKJVKuLi4wM/PDwC4bzxHBQUFGDlyJIyNjfHdd98BeHQD1bCwMMTGxmLAgAH46KOP8ODBA0yfPh2RkZEQQsDa2hpff/01Xn311Qqvm3dALwcrKytYWVlVdRkvhYKCAqSlpaFv374AHl2BYWBggHr16uHevXsAHl1NVlhYCENDQ4wfP74qy33hGRgYoHbt2njttddw9uxZ9OnTB0qlEkOGDEFubi6GDRsGAJgwYUIVV/riS0tLQ0JCAlJSUvDhhx8CAFatWoWkpCTs378fn3zyCczNzTFw4EC89957VVzti00IgcTERMTHx+PVV1/F3LlzsXPnTuTn5yMtLQ2JiYmYM2cORo0axX3jOTI2NkZSUhKcnJwAPNpOzs7O+PTTTzF//nxs3rwZTk5OCAoKwqJFi/Dhhx/C3NwcCoUCKpVK1ro5Zor0ir29PSIiItCuXTsAj46MAECdOnVgYPC/H1dDQ0NkZmZKz3mAtXIU/9VtaGiI6OhoAMDmzZtRWFgIZ2dnxMTESIPSAW6HymRnZ4eOHTti27ZtuHTpEj744AM0a9YMXbt2xcSJE9GpUyf8+eefePjwoXTpN7dH5ejSpQvUajX69euHvn37YsaMGdiyZQt2796NHTt2YMCAAVi/fj1SUlK4LZ6TwsJCFBQUoG7dukhNTZXGqRUVFcHBwQEffPABbGxssGnTJuk1Dg4OqFmzpuwgBTBMkR5yd3cH8GgnMDY2BvBoR7l9+7bUJiwsDKtWrZLu48IbRFaO4g+ADh06wMTEBOPGjcMff/yB48ePY86cOThw4ADWrFkjXRXD7VB5FAoFpkyZgvDwcOzYsUPjirC6devC3t4e58+fh6GhofSHB7dH5XBzc8O6desQFhYGLy8vvP322+jVqxcUCgXs7Ozg6OiI1NRU1KhRg9uikhX/wW1oaAhjY2MMGTIE27Ztw7fffguFQgEDAwMUFRXB2dkZs2bNwu+//474+HgAut0mPM1HesvAwEAaH6VQKGBoaAjg0R2F58yZg5MnT2pcdky6V/zLxs3NDcOGDYO9vT22b98ONzc3uLm5QaFQoFmzZtJVMVS5vL29sXPnTvj6+uLbb79FvXr10LRpUwCPTpF7eHjg4cOH0h8hVHlcXV3h6uqKtLQ0xMXFIT8/HyYmJgCA27dvw9XVVfqgp8px8eJF/P777wgKCoKDgwMAwNfXF1988QU++OADmJubY+TIkVKgrVGjBpo0aQJzc3Od18JPItJrxWHK0NAQTk5O+PLLLzF//nwcO3YMzZo1q+ryXho+Pj747rvv4O3tjVdeeUXaLr17967q0l467dq1Q3R0NAYOHIjhw4fDy8sL+fn52LZtGw4dOsQg9Zy1adMGISEhWLJkCdRqNc6ePYvw8HD8+eef0q0rSPcuX74MHx8fpKam4t69e5g8ebJ0cdjYsWORnZ2N0aNH4+rVq+jTpw9cXFywdu1a5OTk6OS0Xkm8mo+qhblz52LGjBmwsrLC3r174e3tXdUlvXSKLwYg/ZCQkICIiAjExsbC3d0d48aNg6enZ1WX9VKKiorCqFGjYGBggDp16mDJkiV45ZVXqrqsF1Z2djYmTpyIoqIieHt7Y8KECQgJCcGHH36I2rVrA3j0+2rdunWYOnUqDAwMYGVlhczMTPz++++yrtorC8MUVQvHjh3D66+/jrNnz6JJkyZVXQ6R3ige4MygW7Xu37+PgoICKJVKfkNGJcvJyUF4eDhsbGzQv39//PTTTxgwYIBWoAKAq1evIjExETk5OfD09ESdOnUqpSaGKao2srOzediciIi0Pg82bdqEgQMHYsqUKfjoo49ga2uLhw8f4tatW3B2dq70ejhmiqoNBikiIgL+93lQWFgIAwMD9O/fH0IIBAUFQaFQYNKkSfjyyy9x7do1rF27VrqfVGXhkSkiIiKqtoQQEELAwMAAmzZtQnBwMOrVq4d//vkHcXFxaN68eaXXwDBFRERE1VpxlFEoFOjYsSPi4+MRHR0NLy+v57J+nuYjIiKiaq34a8Y+/PBDREVFIT4+/rkFKYB3QCciIqIXRNOmTXHixInnfmsKnuYjIiKiF0LxDYWfNx6ZIiIiohdCVX0HIsMUERERkQwMU0REREQyMEwRERERycAwRURERCQDwxQRERGRDAxTRERERDIwTBHpgbS0NCgUCkRHR2P16tWoWbNmVZek90JDQ5/pO7euXr0KhUKB+Pj4SqvpZaVQKKBQKDR+bp91+5RXaGiotL7FixfrfPlEFcEwRaRD33zzDSwtLfHw4UNpWlZWFoyNjdGuXTuNtgcPHoRCocDFixehUqmQlJSENm3aoH///rh48eLzLv2p/Pz8oFAosHHjRo3pixcvhqura9UU9QycnJyQlJQET0/Pp7bVx+A1dOhQKUQUP1q3bq3RpngbPf4YMGCARpuYmBg0b94cLi4uWLVqldZ6oqKi0L17d9jY2MDc3BxNmjTBlClTcPPmzSfWFx4eXu6f2+J9YtOmTRrT+/fvD4VCgX/++Udjev369fHxxx8DAEJCQpCUlIS6deuWa11EzwPDFJEO+fv7IysrC8eOHZOmHTx4EGq1GnFxcXjw4IE0PTo6Go6OjvDw8IBCoYBarYaJiQnMzMxgZ2f3xPUIITQC2/NiamqKTz75BAUFBc993XIZGhpCrVbDyKj6fiVp165dkZSUJD3++OMPrTajRo3SaLNy5UqN+cOHD8eMGTOwYcMGfPHFF0hMTJTmrVy5Ep06dYJarcavv/6K8+fP45tvvkF6ejq++uqrJ9ZWs2bNp/7cFqtRowa8vb0RFRWlMf3AgQNwcnLSmH7jxg38+++/8Pf3l16rVqthaGhYrnURPQ8MU0Q61LBhQzg6OiI6OlqaFh0djV69eqF+/fo4fPiwxvTiD4jw8HC0bNlS+qB49913cefOHY22CoUCu3btgre3N5RKJQ4ePAg/Pz9MmDABkyZNQq1atWBvb49vv/0W2dnZGDZsGCwtLVG/fn3s3LlTo87z58+je/fuqFGjBuzt7REcHIyUlJSn9m/gwIFIT08v9YjG437//Xe0bNkSpqamqFevHmbNmqUR/hQKBb777jv06dMH5ubmcHd3x7Zt27T6u2/fPnh7e8Pc3Bxt2rRBQkLCE9cbHh6Oxo0bw9TUFI0aNcLy5culeSWPNqWmpuLdd99F7dq1YWZmBnd3d4SHhwMA3NzcAACvvvoqFAoF/Pz8ADw68jNp0iSNdfbu3RtDhw6Vnru6umLevHkYPnw4LC0t4ezsjG+//VbjNYcPH0bz5s1hamoKb29vbN26tVxHwpRKJdRqtfSwtrbWamNubq7RRqVSacx/8OABWrRogWbNmqFWrVrIysoC8Ci0TJw4ERMnTsQPP/wAPz8/uLq6on379vjuu+/w6aefPrG2p7ly5QoaNGiAsWPHoqioCP7+/hr7yYULF5CTk4Nx48ZpTI+KioKxsTHeeOMNWesnqkwMU0Q65ufnp/GXdVRUFPz8/ODr6ytNz8/PR0xMjBSmCgoKMG/ePJw+fRpbtmzBv//+q/EBXWzq1KkICwvDhQsXpC/yXLNmDWxtbXH06FFMmDABY8eOxTvvvIM2bdrgxIkT6NKlC4KDg6WjYklJSfD19UXz5s1x7NgxREZG4vbt2+jXr99T+2ZlZYWPP/4Ys2fPRnZ2dqltdu3ahUGDBmHixIk4f/48Vq5cidWrV2Pu3Lka7WbNmoV+/frh9OnT6N69O959913cv39fo8306dPx1Vdf4dixYzAyMsLw4cPLrG3VqlWYPn065s6diwsXLmDevHmYMWMG1qxZU2r7GTNm4Pz589i5cycuXLiAFStWwNbWFgBw9OhRAMDevXuRlJSEzZs3P/W9edxXX30Fb29vnDx5EuPGjcPYsWPx999/AwAyMzPRo0cPeHl54cSJE/jss8/w0UcflWu50dHRsLOzg4eHB0aNGqURuIutW7cOtra2aNq0KUJCQpCZmakx/9NPP0Xjxo2hUqnQunVrNGnSBADw888/Iz8/H1OnTi113XLG8Z09exZvvPEG3nnnHaxYsQIGBgbw9/dHQkICkpKSADzaT9q1a4cOHTpohalWrVrB3Ny8wusnqnSCiHTq22+/FRYWFqKgoEBkZGQIIyMjcfv2bbFx40bRpk0bIYQQBw4cEADEP//8U+oyjh49KgCIzMxMIYQQUVFRAoDYunWrRjtfX1/Rtm1b6fnDhw+FhYWFCA4OlqYlJSUJACImJkYIIcSMGTNEQECAxnKuX78uAIiEhIQy++Xr6yvef/99kZubK1xcXMTs2bOFEEIsWrRIuLi4SO3atWsn5s2bp/HaH3/8UTg4OEjPAYhPPvlEep6VlSUUCoXYuXOnRn/37t0rtdmxY4cAIHJycoQQQsycOVM0a9ZMmu/k5CTWr1+vsd7PPvtM+Pj4CCGEuHLligAgTp48KYQQokePHmLYsGGl9rVk25LvweN69eolhgwZIj13cXERgwYNkp4XFRUJOzs7sWLFCiGEECtWrBA2NjZSP4QQYtWqVaWu73EbN24U27dvF2fOnBHbtm0TzZo1E02bNhW5ublSm2+//Vbs2bNHnDlzRmzYsEG4urqKTp06aS0rKytL3L9/X2Pa2LFjhZWVVZnrfxIAYsuWLRrTirfP4cOHhbW1tViwYIHG/OzsbGFsbCxts3feeUfMnz9fFBQUiBo1aoiLFy8KIYRwc3MTM2bM0Fqni4uLWLRoUYXqJdK16jt4gEhP+fv7Izs7G3FxcUhNTYWHhwfs7Ozg6+uL4OBgZGdnIzo6Gs7OzqhXrx4A4OTJkwgNDUV8fDzu37+PoqIiAEBiYqJ05AAAvL29tdZXfIQKeDQuyMbGBl5eXtI0e3t7AJCOYhw/fhxRUVGoUaOG1rL++ecfxMXFYcyYMdK0nTt3agyeVyqVmD17Nt577z2MHTtWaxnHjx9HXFycxpGowsJC5Obm4sGDB9IRhsfrtrCwgKWlpdaRlsfbODg4SP1wdnbWaHf37l1cv34dI0aMwKhRo6TpDx8+1DrNVWzs2LF4++23ceLECQQEBKB3795o06ZNqW2f1eN1F4+HK+5bQkICXnnlFZiamkptXn/99acus3///tL/PT094e3tDRcXF+zYsQNvvfUWAGj03dPTE+7u7vD29saJEyfQokULaZ6FhQUsLCw0li+E0PmXxCYmJqJTp06YM2cOPvjgA4155ubmeP311xEdHY2BAwfiwIED+PDDD2FkZIQ33ngD0dHRUCqVuHLlCjp06KDTuoh0jWGKSMcaNGiAunXrIioqCqmpqfD19QUAqNVquLm54a+//kJUVJT0AZGdnY2AgAAEBAQgIiICtWvXRmJiIrp06YL8/HyNZZf8AAQAY2NjjecKhUJjWvEHZHFAKyoqQo8ePfDFF19oLcvBwQFFRUVo1aqVNK1OnTpa7QYNGoQvv/wSc+bM0bqSr6ioCLNmzZI+4B/3eIAore7iGktrU7IfJdcJPDrV93jtAMocqNytWzdcu3YNO3bswN69e9GxY0eMHz8eX375ZantAcDAwABCCI1ppQ3Gf1LfSgstJZdZHg4ODnBxccGlS5fKbNOiRQsYGxvj0qVLGmGqNB4eHkhPT0dSUpIUXOWqXbs2HB0dsXHjRowYMQJWVlYa8/39/bFp0yacO3cOOTk5Uo3Fp8RNTExgamqqddUikb7hmCmiSlA8uDY6OloavAw8+pDYtWsXYmNjpfFSf//9N1JSUvD555+jXbt2aNSoUaljYXSlRYsWOHfuHFxdXdGgQQONR/ERosenmZmZaS3DwMAAYWFhWLFiBa5evaq1/ISEBK1lN2jQAAYGlfMrx97eHnXq1MG///6rtc7iweSlqV27NoYOHYqIiAgsXrxYGihuYmIC4NERtZLti8f4FM8/e/bsM9XaqFEjnD59Gnl5edK0x6/+LK979+7h+vXrTww+586dQ0FBQbnCUd++fWFiYoL58+eXOj8tLe2ZazQzM8P27dthamqKLl26aI3f8vf3x6VLl7B+/Xq0bdtWCr6+vr7S/uPj46MRwon0EcMUUSXw9/fHoUOHEB8fLx2ZAh59SKxatQq5ublSmHJ2doaJiQmWLl2Kf//9F9u2bcNnn31WabWNHz8e9+/fx8CBA3H06FH8+++/2L17N4YPH64VHp7kzTffRKtWrbQuvf/000+xdu1ahIaG4ty5c7hw4QI2bdqETz75RNdd0RAaGoqwsDAsWbIEFy9exJkzZxAeHo6FCxeW2v7TTz/Fb7/9hsuXL+PcuXPYvn07GjduDACws7ODmZmZNDg/PT0dANChQwfs2LEDO3bswN9//41x48Y9c8gICgpCUVERRo8ejQsXLmDXrl3S0bCyTrNlZWUhJCQEMTExuHr1KqKjo9GjRw/Y2tqiT58+AB6dop09ezaOHTuGq1ev4o8//sA777yDV199tVxXwjk5OWHRokVYsmQJRowYgQMHDuDatWv466+/MGbMmAr/TFpYWGDHjh0wMjJCt27dpKsHAaBNmzZQKpVYunSpxn7y2muvIT09Hb/++qu0nxDpM4Ypokrg7++PnJwcNGjQQBqzBDwKU5mZmahfvz6cnJwAPDrasXr1avz8889o0qQJPv/88yeeapLL0dERf/31FwoLC9GlSxd4enri/fffh0qleuYjR1988QVyc3M1pnXp0gXbt2/Hnj178Nprr6F169ZYuHAhXFxcdNkNLSNHjsR3332H1atXw8vLC76+vli9enWZR6ZMTEwwbdo0vPLKK2jfvj0MDQ2lG5IaGRnhv//9L1auXAlHR0f06tULwKN7NA0ZMgSDBw+Gr68v3NzcnvnD3srKCr///jvi4+PRvHlzTJ8+XbrtQFlHYAwNDXHmzBn06tULHh4eGDJkCDw8PBATEwNLS0upP/v27UOXLl3QsGFDTJw4EQEBAdi7d2+578k0btw47N69Gzdv3kSfPn3QqFEjjBw5ElZWVggJCXmmfj6uRo0a2LlzJ4QQ6N69u3QlaPEpvMzMTI0juMbGxvDx8UFmZibDFFULClGRk/VERKQz69atw7Bhw5Cenl7qaVV9p1AosGXLFvTu3fu5rdPV1RWTJk3Suu8XUVXgkSkiouds7dq1OHToEK5cuYKtW7fio48+Qr9+/aplkCo2cODA5/IVL/PmzUONGjU07txOVNV4ZIqI6DmbP38+li9fjuTkZDg4OKB3796YO3dutb0x5eXLlwE8Oh35pAH/unD//n3p5q61a9cu89YXRM8TwxQRERGRDDzNR0RERCQDwxQRERGRDAxTRERERDIwTBERERHJwDBFREREJAPDFBEREZEMDFNEREREMjBMEREREcnw/wCzhRDvxMFqigAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Sorting ...\n",
       "Sorting and cutting all values smaller than 50 ...\n",
       "Hersteller\n",
@@ -135,15 +167,15 @@
       "S-Klima                                                              56\n",
       "Inventor                                                             54\n",
       "Malag&Soltau GmbH / M&S POWER                                        54\n",
-      "Hitachi - Johnson Controls Hitachi Air\\nConditioning Europe SAS      53\n",
       "Ningbo AUX Electric Co., Ltd.                                        53\n",
+      "Hitachi - Johnson Controls Hitachi Air\\nConditioning Europe SAS      53\n",
       "Dimplex - Glen Dimplex Deutschland GmbH                              51\n",
       "Name: count, dtype: int64\n"
      ]
     },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -153,9 +185,9 @@
     }
    ],
    "source": [
-    "bins = [*np.arange(0,1000,10), 2000]\n",
+    "bins = [*np.arange(0,200,10), 2000]\n",
     "print(bins)\n",
-    "#plot_histogram(lw, 'Wärme-Nennleistung 35°C [kW]', bins=bins, xlim=[0,1000])\n",
+    "plot_histogram(lw, 'Wärme-Nennleistung 55°C [kW]', bins=bins, xlim=[0,100])\n",
     "plot_barchart(lw, 'Hersteller', num_entries=None, lower_threshold=50)"
    ]
   },
-- 
GitLab