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1_Fill_missing_data-checkpoint.ipynb
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1_Fill_missing_data-checkpoint.ipynb
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			{
			"cells": [
			{
			"cell_type": "code",
			"execution_count": 1,
			"id": "concrete-timing",
			"metadata": {},
			"outputs": [],
			"source": [
			"import pandas as pd\n",
			"import numpy as np\n",
			"import xarray as xr\n",
			"import geopandas as gpd\n",
			"\n",
			"from sklearn.metrics import r2_score\n",
			"\n",
			"%matplotlib notebook\n",
			"import matplotlib.pyplot as plt\n",
			"import matplotlib\n",
			"\n",
			"import os\n",
			"import time"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 2,
			"id": "detected-contemporary",
			"metadata": {},
			"outputs": [],
			"source": [
			"def format_df(df, cmap, decimals = 3, vmin = None, vmax = None):\n",
			" if vmin is None: vmin = df.min().min()\n",
			" if vmax is None: vmax = df.max().max()\n",
			" return df.style.background_gradient(cmap=cmap, vmin = vmin, vmax = vmax).format('{:.%d}' %decimals) # Formatting"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 3,
			"id": "molecular-mouse",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR_fp = '/work/hyenergy/raw/BFS/GWR_Reg-BL/GWR_MADD_Export_MADD-20200715-A3_20200722' # 'D:\\Building_data\\OFS\\Buildings\\'"
			]
			},
			{
			"cell_type": "markdown",
			"id": "double-universal",
			"metadata": {},
			"source": [
			"# Part 1 - Load data"
			]
			},
			{
			"cell_type": "markdown",
			"id": "moving-caribbean",
			"metadata": {},
			"source": [
			"## 1.1 Original building information"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 4,
			"id": "polish-kansas",
			"metadata": {},
			"outputs": [],
			"source": [
			"BLD_fp = 'GWR_MADD_GEB-10_Data_MADD-20200715-A3_20200722.dsv'\n",
			"BLD_cols = ['EGID', 'GSTAT', 'GKAT', 'GKLAS', 'GGDENR', 'GAREA', 'GASTW', 'GBAUP', 'Create_Date',\n",
			" 'GKODE', 'GKODN', 'GBEZ']\n",
			"GWR = pd.read_csv(os.path.join(GWR_fp, BLD_fp), sep = '\\t', usecols = BLD_cols)\n",
			"GWR['Create_Date'] = pd.to_datetime(GWR.Create_Date)\n",
			"\n",
			"# Extract only those dwellings that are currently active (\"Gebäude bestehend\") and which were added before 31/12/19\n",
			"BLD = GWR[(GWR.GSTAT == 1004) & (GWR.Create_Date < '01/01/2020')].copy()"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 5,
			"id": "excessive-runner",
			"metadata": {
			"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",
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			"\n",
			" .dataframe thead th {\n",
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			"</style>\n",
			"<table border=\"1\" class=\"dataframe\">\n",
			" <thead>\n",
			" <tr style=\"text-align: right;\">\n",
			" <th></th>\n",
			" <th>EGID</th>\n",
			" <th>GKODE</th>\n",
			" <th>GKODN</th>\n",
			" <th>GSTAT</th>\n",
			" <th>GKAT</th>\n",
			" <th>GKLAS</th>\n",
			" <th>GBAUP</th>\n",
			" <th>GAREA</th>\n",
			" <th>GASTW</th>\n",
			" <th>GGDENR</th>\n",
			" </tr>\n",
			" </thead>\n",
			" <tbody>\n",
			" <tr>\n",
			" <th>count</th>\n",
			" <td>2.191943e+06</td>\n",
			" <td>2.189111e+06</td>\n",
			" <td>2.189111e+06</td>\n",
			" <td>2191943.0</td>\n",
			" <td>2.191901e+06</td>\n",
			" <td>2.047338e+06</td>\n",
			" <td>2.063382e+06</td>\n",
			" <td>1.657222e+06</td>\n",
			" <td>1.901725e+06</td>\n",
			" <td>2.191943e+06</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>mean</th>\n",
			" <td>7.864701e+07</td>\n",
			" <td>2.650383e+06</td>\n",
			" <td>1.209532e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1.029862e+03</td>\n",
			" <td>1.140025e+03</td>\n",
			" <td>8.015255e+03</td>\n",
			" <td>2.001848e+02</td>\n",
			" <td>2.595640e+00</td>\n",
			" <td>2.963442e+03</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>std</th>\n",
			" <td>1.160586e+08</td>\n",
			" <td>6.723329e+04</td>\n",
			" <td>5.223332e+04</td>\n",
			" <td>0.0</td>\n",
			" <td>1.663738e+01</td>\n",
			" <td>5.598448e+01</td>\n",
			" <td>3.637333e+00</td>\n",
			" <td>4.990320e+02</td>\n",
			" <td>1.246626e+00</td>\n",
			" <td>2.141551e+03</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>min</th>\n",
			" <td>1.000000e+00</td>\n",
			" <td>2.486181e+06</td>\n",
			" <td>1.075511e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1.010000e+03</td>\n",
			" <td>1.110000e+03</td>\n",
			" <td>8.011000e+03</td>\n",
			" <td>1.000000e+00</td>\n",
			" <td>1.000000e+00</td>\n",
			" <td>1.000000e+00</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>25%</th>\n",
			" <td>8.106415e+05</td>\n",
			" <td>2.603630e+06</td>\n",
			" <td>1.174834e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1.020000e+03</td>\n",
			" <td>1.110000e+03</td>\n",
			" <td>8.012000e+03</td>\n",
			" <td>7.900000e+01</td>\n",
			" <td>2.000000e+00</td>\n",
			" <td>8.430000e+02</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>50%</th>\n",
			" <td>1.615191e+06</td>\n",
			" <td>2.658389e+06</td>\n",
			" <td>1.225712e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1.020000e+03</td>\n",
			" <td>1.110000e+03</td>\n",
			" <td>8.014000e+03</td>\n",
			" <td>1.190000e+02</td>\n",
			" <td>2.000000e+00</td>\n",
			" <td>2.869000e+03</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>75%</th>\n",
			" <td>1.906382e+08</td>\n",
			" <td>2.701876e+06</td>\n",
			" <td>1.252337e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1.030000e+03</td>\n",
			" <td>1.122000e+03</td>\n",
			" <td>8.018000e+03</td>\n",
			" <td>1.950000e+02</td>\n",
			" <td>3.000000e+00</td>\n",
			" <td>4.831000e+03</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>max</th>\n",
			" <td>5.020034e+08</td>\n",
			" <td>2.832034e+06</td>\n",
			" <td>1.294822e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1.080000e+03</td>\n",
			" <td>1.278000e+03</td>\n",
			" <td>8.023000e+03</td>\n",
			" <td>9.954500e+04</td>\n",
			" <td>4.900000e+01</td>\n",
			" <td>6.810000e+03</td>\n",
			" </tr>\n",
			" </tbody>\n",
			"</table>\n",
			"</div>"
			],
			"text/plain": [
			" EGID GKODE GKODN GSTAT GKAT \\\n",
			"count 2.191943e+06 2.189111e+06 2.189111e+06 2191943.0 2.191901e+06 \n",
			"mean 7.864701e+07 2.650383e+06 1.209532e+06 1004.0 1.029862e+03 \n",
			"std 1.160586e+08 6.723329e+04 5.223332e+04 0.0 1.663738e+01 \n",
			"min 1.000000e+00 2.486181e+06 1.075511e+06 1004.0 1.010000e+03 \n",
			"25% 8.106415e+05 2.603630e+06 1.174834e+06 1004.0 1.020000e+03 \n",
			"50% 1.615191e+06 2.658389e+06 1.225712e+06 1004.0 1.020000e+03 \n",
			"75% 1.906382e+08 2.701876e+06 1.252337e+06 1004.0 1.030000e+03 \n",
			"max 5.020034e+08 2.832034e+06 1.294822e+06 1004.0 1.080000e+03 \n",
			"\n",
			" GKLAS GBAUP GAREA GASTW GGDENR \n",
			"count 2.047338e+06 2.063382e+06 1.657222e+06 1.901725e+06 2.191943e+06 \n",
			"mean 1.140025e+03 8.015255e+03 2.001848e+02 2.595640e+00 2.963442e+03 \n",
			"std 5.598448e+01 3.637333e+00 4.990320e+02 1.246626e+00 2.141551e+03 \n",
			"min 1.110000e+03 8.011000e+03 1.000000e+00 1.000000e+00 1.000000e+00 \n",
			"25% 1.110000e+03 8.012000e+03 7.900000e+01 2.000000e+00 8.430000e+02 \n",
			"50% 1.110000e+03 8.014000e+03 1.190000e+02 2.000000e+00 2.869000e+03 \n",
			"75% 1.122000e+03 8.018000e+03 1.950000e+02 3.000000e+00 4.831000e+03 \n",
			"max 1.278000e+03 8.023000e+03 9.954500e+04 4.900000e+01 6.810000e+03 "
			]
			},
			"execution_count": 5,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"BLD.describe()"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 6,
			"id": "equipped-calvin",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"2191943"
			]
			},
			"execution_count": 6,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"len(BLD)"
			]
			},
			{
			"cell_type": "markdown",
			"id": "suffering-cleanup",
			"metadata": {},
			"source": [
			"# Spielwiese: check use of GBEZ"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 7,
			"id": "fantastic-michael",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"GKAT\n",
			"1010.0 0.998362\n",
			"1020.0 0.144954\n",
			"1030.0 0.137735\n",
			"1040.0 0.328549\n",
			"1060.0 0.382775\n",
			"1080.0 0.939690\n",
			"NaN 0.119048\n",
			"dtype: float64"
			]
			},
			"execution_count": 7,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"BLD.groupby('GKAT', dropna = False).GBEZ.count() / BLD.groupby('GKAT', dropna = False).EGID.count()"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 8,
			"id": "breeding-bacon",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"array([1122., 1110., 1121., nan, 1212., 1264., 1271., 1274., 1242.,\n",
			" 1220., 1241., 1263., 1252., 1230., 1272., 1130., 1251., 1261.,\n",
			" 1211., 1265., 1273., 1262., 1275., 1278., 1276., 1231.])"
			]
			},
			"execution_count": 8,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"BLD.GKLAS.unique()"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 13,
			"id": "prepared-swiss",
			"metadata": {},
			"outputs": [
			{
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			" // the canvas container.\n",
			" if (entry.devicePixelContentBoxSize) {\n",
			" // Chrome 84 implements new version of spec.\n",
			" canvas.setAttribute(\n",
			" 'width',\n",
			" entry.devicePixelContentBoxSize[0].inlineSize\n",
			" );\n",
			" canvas.setAttribute(\n",
			" 'height',\n",
			" entry.devicePixelContentBoxSize[0].blockSize\n",
			" );\n",
			" } else {\n",
			" canvas.setAttribute('width', width * fig.ratio);\n",
			" canvas.setAttribute('height', height * fig.ratio);\n",
			" }\n",
			" canvas.setAttribute(\n",
			" 'style',\n",
			" 'width: ' + width + 'px; height: ' + height + 'px;'\n",
			" );\n",
			"\n",
			" rubberband_canvas.setAttribute('width', width);\n",
			" rubberband_canvas.setAttribute('height', height);\n",
			"\n",
			" // And update the size in Python. We ignore the initial 0/0 size\n",
			" // that occurs as the element is placed into the DOM, which should\n",
			" // otherwise not happen due to the minimum size styling.\n",
			" if (width != 0 && height != 0) {\n",
			" fig.request_resize(width, height);\n",
			" }\n",
			" }\n",
			" });\n",
			" resizeObserver.observe(canvas_div);\n",
			"\n",
			" function on_mouse_event_closure(name) {\n",
			" return function (event) {\n",
			" return fig.mouse_event(event, name);\n",
			" };\n",
			" }\n",
			"\n",
			" rubberband_canvas.addEventListener(\n",
			" 'mousedown',\n",
			" on_mouse_event_closure('button_press')\n",
			" );\n",
			" rubberband_canvas.addEventListener(\n",
			" 'mouseup',\n",
			" on_mouse_event_closure('button_release')\n",
			" );\n",
			" // Throttle sequential mouse events to 1 every 20ms.\n",
			" rubberband_canvas.addEventListener(\n",
			" 'mousemove',\n",
			" on_mouse_event_closure('motion_notify')\n",
			" );\n",
			"\n",
			" rubberband_canvas.addEventListener(\n",
			" 'mouseenter',\n",
			" on_mouse_event_closure('figure_enter')\n",
			" );\n",
			" rubberband_canvas.addEventListener(\n",
			" 'mouseleave',\n",
			" on_mouse_event_closure('figure_leave')\n",
			" );\n",
			"\n",
			" canvas_div.addEventListener('wheel', function (event) {\n",
			" if (event.deltaY < 0) {\n",
			" event.step = 1;\n",
			" } else {\n",
			" event.step = -1;\n",
			" }\n",
			" on_mouse_event_closure('scroll')(event);\n",
			" });\n",
			"\n",
			" canvas_div.appendChild(canvas);\n",
			" canvas_div.appendChild(rubberband_canvas);\n",
			"\n",
			" this.rubberband_context = rubberband_canvas.getContext('2d');\n",
			" this.rubberband_context.strokeStyle = '#000000';\n",
			"\n",
			" this._resize_canvas = function (width, height, forward) {\n",
			" if (forward) {\n",
			" canvas_div.style.width = width + 'px';\n",
			" canvas_div.style.height = height + 'px';\n",
			" }\n",
			" };\n",
			"\n",
			" // Disable right mouse context menu.\n",
			" this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
			" event.preventDefault();\n",
			" return false;\n",
			" });\n",
			"\n",
			" function set_focus() {\n",
			" canvas.focus();\n",
			" canvas_div.focus();\n",
			" }\n",
			"\n",
			" window.setTimeout(set_focus, 100);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._init_toolbar = function () {\n",
			" var fig = this;\n",
			"\n",
			" var toolbar = document.createElement('div');\n",
			" toolbar.classList = 'mpl-toolbar';\n",
			" this.root.appendChild(toolbar);\n",
			"\n",
			" function on_click_closure(name) {\n",
			" return function (_event) {\n",
			" return fig.toolbar_button_onclick(name);\n",
			" };\n",
			" }\n",
			"\n",
			" function on_mouseover_closure(tooltip) {\n",
			" return function (event) {\n",
			" if (!event.currentTarget.disabled) {\n",
			" return fig.toolbar_button_onmouseover(tooltip);\n",
			" }\n",
			" };\n",
			" }\n",
			"\n",
			" fig.buttons = {};\n",
			" var buttonGroup = document.createElement('div');\n",
			" buttonGroup.classList = 'mpl-button-group';\n",
			" for (var toolbar_ind in mpl.toolbar_items) {\n",
			" var name = mpl.toolbar_items[toolbar_ind][0];\n",
			" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
			" var image = mpl.toolbar_items[toolbar_ind][2];\n",
			" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
			"\n",
			" if (!name) {\n",
			" /* Instead of a spacer, we start a new button group. */\n",
			" if (buttonGroup.hasChildNodes()) {\n",
			" toolbar.appendChild(buttonGroup);\n",
			" }\n",
			" buttonGroup = document.createElement('div');\n",
			" buttonGroup.classList = 'mpl-button-group';\n",
			" continue;\n",
			" }\n",
			"\n",
			" var button = (fig.buttons[name] = document.createElement('button'));\n",
			" button.classList = 'mpl-widget';\n",
			" button.setAttribute('role', 'button');\n",
			" button.setAttribute('aria-disabled', 'false');\n",
			" button.addEventListener('click', on_click_closure(method_name));\n",
			" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
			"\n",
			" var icon_img = document.createElement('img');\n",
			" icon_img.src = '_images/' + image + '.png';\n",
			" icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
			" icon_img.alt = tooltip;\n",
			" button.appendChild(icon_img);\n",
			"\n",
			" buttonGroup.appendChild(button);\n",
			" }\n",
			"\n",
			" if (buttonGroup.hasChildNodes()) {\n",
			" toolbar.appendChild(buttonGroup);\n",
			" }\n",
			"\n",
			" var fmt_picker = document.createElement('select');\n",
			" fmt_picker.classList = 'mpl-widget';\n",
			" toolbar.appendChild(fmt_picker);\n",
			" this.format_dropdown = fmt_picker;\n",
			"\n",
			" for (var ind in mpl.extensions) {\n",
			" var fmt = mpl.extensions[ind];\n",
			" var option = document.createElement('option');\n",
			" option.selected = fmt === mpl.default_extension;\n",
			" option.innerHTML = fmt;\n",
			" fmt_picker.appendChild(option);\n",
			" }\n",
			"\n",
			" var status_bar = document.createElement('span');\n",
			" status_bar.classList = 'mpl-message';\n",
			" toolbar.appendChild(status_bar);\n",
			" this.message = status_bar;\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
			" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
			" // which will in turn request a refresh of the image.\n",
			" this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.send_message = function (type, properties) {\n",
			" properties['type'] = type;\n",
			" properties['figure_id'] = this.id;\n",
			" this.ws.send(JSON.stringify(properties));\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.send_draw_message = function () {\n",
			" if (!this.waiting) {\n",
			" this.waiting = true;\n",
			" this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
			" var format_dropdown = fig.format_dropdown;\n",
			" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
			" fig.ondownload(fig, format);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
			" var size = msg['size'];\n",
			" if (size[0] !== fig.canvas.width \|\| size[1] !== fig.canvas.height) {\n",
			" fig._resize_canvas(size[0], size[1], msg['forward']);\n",
			" fig.send_message('refresh', {});\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
			" var x0 = msg['x0'] / fig.ratio;\n",
			" var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
			" var x1 = msg['x1'] / fig.ratio;\n",
			" var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
			" x0 = Math.floor(x0) + 0.5;\n",
			" y0 = Math.floor(y0) + 0.5;\n",
			" x1 = Math.floor(x1) + 0.5;\n",
			" y1 = Math.floor(y1) + 0.5;\n",
			" var min_x = Math.min(x0, x1);\n",
			" var min_y = Math.min(y0, y1);\n",
			" var width = Math.abs(x1 - x0);\n",
			" var height = Math.abs(y1 - y0);\n",
			"\n",
			" fig.rubberband_context.clearRect(\n",
			" 0,\n",
			" 0,\n",
			" fig.canvas.width / fig.ratio,\n",
			" fig.canvas.height / fig.ratio\n",
			" );\n",
			"\n",
			" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
			" // Updates the figure title.\n",
			" fig.header.textContent = msg['label'];\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
			" var cursor = msg['cursor'];\n",
			" switch (cursor) {\n",
			" case 0:\n",
			" cursor = 'pointer';\n",
			" break;\n",
			" case 1:\n",
			" cursor = 'default';\n",
			" break;\n",
			" case 2:\n",
			" cursor = 'crosshair';\n",
			" break;\n",
			" case 3:\n",
			" cursor = 'move';\n",
			" break;\n",
			" }\n",
			" fig.rubberband_canvas.style.cursor = cursor;\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_message = function (fig, msg) {\n",
			" fig.message.textContent = msg['message'];\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
			" // Request the server to send over a new figure.\n",
			" fig.send_draw_message();\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
			" fig.image_mode = msg['mode'];\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
			" for (var key in msg) {\n",
			" if (!(key in fig.buttons)) {\n",
			" continue;\n",
			" }\n",
			" fig.buttons[key].disabled = !msg[key];\n",
			" fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
			" if (msg['mode'] === 'PAN') {\n",
			" fig.buttons['Pan'].classList.add('active');\n",
			" fig.buttons['Zoom'].classList.remove('active');\n",
			" } else if (msg['mode'] === 'ZOOM') {\n",
			" fig.buttons['Pan'].classList.remove('active');\n",
			" fig.buttons['Zoom'].classList.add('active');\n",
			" } else {\n",
			" fig.buttons['Pan'].classList.remove('active');\n",
			" fig.buttons['Zoom'].classList.remove('active');\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.updated_canvas_event = function () {\n",
			" // Called whenever the canvas gets updated.\n",
			" this.send_message('ack', {});\n",
			"};\n",
			"\n",
			"// A function to construct a web socket function for onmessage handling.\n",
			"// Called in the figure constructor.\n",
			"mpl.figure.prototype._make_on_message_function = function (fig) {\n",
			" return function socket_on_message(evt) {\n",
			" if (evt.data instanceof Blob) {\n",
			" /* FIXME: We get \"Resource interpreted as Image but\n",
			" * transferred with MIME type text/plain:\" errors on\n",
			" * Chrome. But how to set the MIME type? It doesn't seem\n",
			" * to be part of the websocket stream */\n",
			" evt.data.type = 'image/png';\n",
			"\n",
			" /* Free the memory for the previous frames */\n",
			" if (fig.imageObj.src) {\n",
			" (window.URL \|\| window.webkitURL).revokeObjectURL(\n",
			" fig.imageObj.src\n",
			" );\n",
			" }\n",
			"\n",
			" fig.imageObj.src = (window.URL \|\| window.webkitURL).createObjectURL(\n",
			" evt.data\n",
			" );\n",
			" fig.updated_canvas_event();\n",
			" fig.waiting = false;\n",
			" return;\n",
			" } else if (\n",
			" typeof evt.data === 'string' &&\n",
			" evt.data.slice(0, 21) === 'data:image/png;base64'\n",
			" ) {\n",
			" fig.imageObj.src = evt.data;\n",
			" fig.updated_canvas_event();\n",
			" fig.waiting = false;\n",
			" return;\n",
			" }\n",
			"\n",
			" var msg = JSON.parse(evt.data);\n",
			" var msg_type = msg['type'];\n",
			"\n",
			" // Call the \"handle_{type}\" callback, which takes\n",
			" // the figure and JSON message as its only arguments.\n",
			" try {\n",
			" var callback = fig['handle_' + msg_type];\n",
			" } catch (e) {\n",
			" console.log(\n",
			" \"No handler for the '\" + msg_type + \"' message type: \",\n",
			" msg\n",
			" );\n",
			" return;\n",
			" }\n",
			"\n",
			" if (callback) {\n",
			" try {\n",
			" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
			" callback(fig, msg);\n",
			" } catch (e) {\n",
			" console.log(\n",
			" \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
			" e,\n",
			" e.stack,\n",
			" msg\n",
			" );\n",
			" }\n",
			" }\n",
			" };\n",
			"};\n",
			"\n",
			"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
			"mpl.findpos = function (e) {\n",
			" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
			" var targ;\n",
			" if (!e) {\n",
			" e = window.event;\n",
			" }\n",
			" if (e.target) {\n",
			" targ = e.target;\n",
			" } else if (e.srcElement) {\n",
			" targ = e.srcElement;\n",
			" }\n",
			" if (targ.nodeType === 3) {\n",
			" // defeat Safari bug\n",
			" targ = targ.parentNode;\n",
			" }\n",
			"\n",
			" // pageX,Y are the mouse positions relative to the document\n",
			" var boundingRect = targ.getBoundingClientRect();\n",
			" var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
			" var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
			"\n",
			" return { x: x, y: y };\n",
			"};\n",
			"\n",
			"/*\n",
			" * return a copy of an object with only non-object keys\n",
			" * we need this to avoid circular references\n",
			" * http://stackoverflow.com/a/24161582/3208463\n",
			" */\n",
			"function simpleKeys(original) {\n",
			" return Object.keys(original).reduce(function (obj, key) {\n",
			" if (typeof original[key] !== 'object') {\n",
			" obj[key] = original[key];\n",
			" }\n",
			" return obj;\n",
			" }, {});\n",
			"}\n",
			"\n",
			"mpl.figure.prototype.mouse_event = function (event, name) {\n",
			" var canvas_pos = mpl.findpos(event);\n",
			"\n",
			" if (name === 'button_press') {\n",
			" this.canvas.focus();\n",
			" this.canvas_div.focus();\n",
			" }\n",
			"\n",
			" var x = canvas_pos.x * this.ratio;\n",
			" var y = canvas_pos.y * this.ratio;\n",
			"\n",
			" this.send_message(name, {\n",
			" x: x,\n",
			" y: y,\n",
			" button: event.button,\n",
			" step: event.step,\n",
			" guiEvent: simpleKeys(event),\n",
			" });\n",
			"\n",
			" /* This prevents the web browser from automatically changing to\n",
			" * the text insertion cursor when the button is pressed. We want\n",
			" * to control all of the cursor setting manually through the\n",
			" * 'cursor' event from matplotlib */\n",
			" event.preventDefault();\n",
			" return false;\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
			" // Handle any extra behaviour associated with a key event\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.key_event = function (event, name) {\n",
			" // Prevent repeat events\n",
			" if (name === 'key_press') {\n",
			" if (event.which === this._key) {\n",
			" return;\n",
			" } else {\n",
			" this._key = event.which;\n",
			" }\n",
			" }\n",
			" if (name === 'key_release') {\n",
			" this._key = null;\n",
			" }\n",
			"\n",
			" var value = '';\n",
			" if (event.ctrlKey && event.which !== 17) {\n",
			" value += 'ctrl+';\n",
			" }\n",
			" if (event.altKey && event.which !== 18) {\n",
			" value += 'alt+';\n",
			" }\n",
			" if (event.shiftKey && event.which !== 16) {\n",
			" value += 'shift+';\n",
			" }\n",
			"\n",
			" value += 'k';\n",
			" value += event.which.toString();\n",
			"\n",
			" this._key_event_extra(event, name);\n",
			"\n",
			" this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
			" return false;\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
			" if (name === 'download') {\n",
			" this.handle_save(this, null);\n",
			" } else {\n",
			" this.send_message('toolbar_button', { name: name });\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
			" this.message.textContent = tooltip;\n",
			"};\n",
			"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
			"\n",
			"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
			"\n",
			"mpl.default_extension = \"png\";/* global mpl */\n",
			"\n",
			"var comm_websocket_adapter = function (comm) {\n",
			" // Create a \"websocket\"-like object which calls the given IPython comm\n",
			" // object with the appropriate methods. Currently this is a non binary\n",
			" // socket, so there is still some room for performance tuning.\n",
			" var ws = {};\n",
			"\n",
			" ws.close = function () {\n",
			" comm.close();\n",
			" };\n",
			" ws.send = function (m) {\n",
			" //console.log('sending', m);\n",
			" comm.send(m);\n",
			" };\n",
			" // Register the callback with on_msg.\n",
			" comm.on_msg(function (msg) {\n",
			" //console.log('receiving', msg['content']['data'], msg);\n",
			" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
			" ws.onmessage(msg['content']['data']);\n",
			" });\n",
			" return ws;\n",
			"};\n",
			"\n",
			"mpl.mpl_figure_comm = function (comm, msg) {\n",
			" // This is the function which gets called when the mpl process\n",
			" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
			"\n",
			" var id = msg.content.data.id;\n",
			" // Get hold of the div created by the display call when the Comm\n",
			" // socket was opened in Python.\n",
			" var element = document.getElementById(id);\n",
			" var ws_proxy = comm_websocket_adapter(comm);\n",
			"\n",
			" function ondownload(figure, _format) {\n",
			" window.open(figure.canvas.toDataURL());\n",
			" }\n",
			"\n",
			" var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
			"\n",
			" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
			" // web socket which is closed, not our websocket->open comm proxy.\n",
			" ws_proxy.onopen();\n",
			"\n",
			" fig.parent_element = element;\n",
			" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
			" if (!fig.cell_info) {\n",
			" console.error('Failed to find cell for figure', id, fig);\n",
			" return;\n",
			" }\n",
			" fig.cell_info[0].output_area.element.one(\n",
			" 'cleared',\n",
			" { fig: fig },\n",
			" fig._remove_fig_handler\n",
			" );\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_close = function (fig, msg) {\n",
			" var width = fig.canvas.width / fig.ratio;\n",
			" fig.cell_info[0].output_area.element.off(\n",
			" 'cleared',\n",
			" fig._remove_fig_handler\n",
			" );\n",
			"\n",
			" // Update the output cell to use the data from the current canvas.\n",
			" fig.push_to_output();\n",
			" var dataURL = fig.canvas.toDataURL();\n",
			" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
			" // the notebook keyboard shortcuts fail.\n",
			" IPython.keyboard_manager.enable();\n",
			" fig.parent_element.innerHTML =\n",
			" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
			" fig.close_ws(fig, msg);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.close_ws = function (fig, msg) {\n",
			" fig.send_message('closing', msg);\n",
			" // fig.ws.close()\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
			" // Turn the data on the canvas into data in the output cell.\n",
			" var width = this.canvas.width / this.ratio;\n",
			" var dataURL = this.canvas.toDataURL();\n",
			" this.cell_info[1]['text/html'] =\n",
			" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.updated_canvas_event = function () {\n",
			" // Tell IPython that the notebook contents must change.\n",
			" IPython.notebook.set_dirty(true);\n",
			" this.send_message('ack', {});\n",
			" var fig = this;\n",
			" // Wait a second, then push the new image to the DOM so\n",
			" // that it is saved nicely (might be nice to debounce this).\n",
			" setTimeout(function () {\n",
			" fig.push_to_output();\n",
			" }, 1000);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._init_toolbar = function () {\n",
			" var fig = this;\n",
			"\n",
			" var toolbar = document.createElement('div');\n",
			" toolbar.classList = 'btn-toolbar';\n",
			" this.root.appendChild(toolbar);\n",
			"\n",
			" function on_click_closure(name) {\n",
			" return function (_event) {\n",
			" return fig.toolbar_button_onclick(name);\n",
			" };\n",
			" }\n",
			"\n",
			" function on_mouseover_closure(tooltip) {\n",
			" return function (event) {\n",
			" if (!event.currentTarget.disabled) {\n",
			" return fig.toolbar_button_onmouseover(tooltip);\n",
			" }\n",
			" };\n",
			" }\n",
			"\n",
			" fig.buttons = {};\n",
			" var buttonGroup = document.createElement('div');\n",
			" buttonGroup.classList = 'btn-group';\n",
			" var button;\n",
			" for (var toolbar_ind in mpl.toolbar_items) {\n",
			" var name = mpl.toolbar_items[toolbar_ind][0];\n",
			" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
			" var image = mpl.toolbar_items[toolbar_ind][2];\n",
			" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
			"\n",
			" if (!name) {\n",
			" /* Instead of a spacer, we start a new button group. */\n",
			" if (buttonGroup.hasChildNodes()) {\n",
			" toolbar.appendChild(buttonGroup);\n",
			" }\n",
			" buttonGroup = document.createElement('div');\n",
			" buttonGroup.classList = 'btn-group';\n",
			" continue;\n",
			" }\n",
			"\n",
			" button = fig.buttons[name] = document.createElement('button');\n",
			" button.classList = 'btn btn-default';\n",
			" button.href = '#';\n",
			" button.title = name;\n",
			" button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
			" button.addEventListener('click', on_click_closure(method_name));\n",
			" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
			" buttonGroup.appendChild(button);\n",
			" }\n",
			"\n",
			" if (buttonGroup.hasChildNodes()) {\n",
			" toolbar.appendChild(buttonGroup);\n",
			" }\n",
			"\n",
			" // Add the status bar.\n",
			" var status_bar = document.createElement('span');\n",
			" status_bar.classList = 'mpl-message pull-right';\n",
			" toolbar.appendChild(status_bar);\n",
			" this.message = status_bar;\n",
			"\n",
			" // Add the close button to the window.\n",
			" var buttongrp = document.createElement('div');\n",
			" buttongrp.classList = 'btn-group inline pull-right';\n",
			" button = document.createElement('button');\n",
			" button.classList = 'btn btn-mini btn-primary';\n",
			" button.href = '#';\n",
			" button.title = 'Stop Interaction';\n",
			" button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
			" button.addEventListener('click', function (_evt) {\n",
			" fig.handle_close(fig, {});\n",
			" });\n",
			" button.addEventListener(\n",
			" 'mouseover',\n",
			" on_mouseover_closure('Stop Interaction')\n",
			" );\n",
			" buttongrp.appendChild(button);\n",
			" var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
			" titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._remove_fig_handler = function (event) {\n",
			" var fig = event.data.fig;\n",
			" fig.close_ws(fig, {});\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._root_extra_style = function (el) {\n",
			" el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._canvas_extra_style = function (el) {\n",
			" // this is important to make the div 'focusable\n",
			" el.setAttribute('tabindex', 0);\n",
			" // reach out to IPython and tell the keyboard manager to turn it's self\n",
			" // off when our div gets focus\n",
			"\n",
			" // location in version 3\n",
			" if (IPython.notebook.keyboard_manager) {\n",
			" IPython.notebook.keyboard_manager.register_events(el);\n",
			" } else {\n",
			" // location in version 2\n",
			" IPython.keyboard_manager.register_events(el);\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
			" var manager = IPython.notebook.keyboard_manager;\n",
			" if (!manager) {\n",
			" manager = IPython.keyboard_manager;\n",
			" }\n",
			"\n",
			" // Check for shift+enter\n",
			" if (event.shiftKey && event.which === 13) {\n",
			" this.canvas_div.blur();\n",
			" // select the cell after this one\n",
			" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
			" IPython.notebook.select(index + 1);\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
			" fig.ondownload(fig, null);\n",
			"};\n",
			"\n",
			"mpl.find_output_cell = function (html_output) {\n",
			" // Return the cell and output element which can be found uniquely in the notebook.\n",
			" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
			" // IPython event is triggered only after the cells have been serialised, which for\n",
			" // our purposes (turning an active figure into a static one), is too late.\n",
			" var cells = IPython.notebook.get_cells();\n",
			" var ncells = cells.length;\n",
			" for (var i = 0; i < ncells; i++) {\n",
			" var cell = cells[i];\n",
			" if (cell.cell_type === 'code') {\n",
			" for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
			" var data = cell.output_area.outputs[j];\n",
			" if (data.data) {\n",
			" // IPython >= 3 moved mimebundle to data attribute of output\n",
			" data = data.data;\n",
			" }\n",
			" if (data['text/html'] === html_output) {\n",
			" return [cell, data, j];\n",
			" }\n",
			" }\n",
			" }\n",
			" }\n",
			"};\n",
			"\n",
			"// Register the function which deals with the matplotlib target/channel.\n",
			"// The kernel may be null if the page has been refreshed.\n",
			"if (IPython.notebook.kernel !== null) {\n",
			" IPython.notebook.kernel.comm_manager.register_target(\n",
			" 'matplotlib',\n",
			" mpl.mpl_figure_comm\n",
			" );\n",
			"}\n"
			],
			"text/plain": [
			"<IPython.core.display.Javascript object>"
			]
			},
			"metadata": {},
			"output_type": "display_data"
			},
			{
			"data": {
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\" width=\"640\">"
			],
			"text/plain": [
			"<IPython.core.display.HTML object>"
			]
			},
			"metadata": {},
			"output_type": "display_data"
			},
			{
			"data": {
			"text/plain": [
			"<AxesSubplot:ylabel='Frequency'>"
			]
			},
			"execution_count": 13,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"BLD[BLD.GKLAS == 1274].GAREA.plot.hist(range = (0,500), bins = 100)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 19,
			"id": "proper-shirt",
			"metadata": {},
			"outputs": [],
			"source": [
			"GKLAS_unknown_1040 = BLD[BLD.GKAT.isin([1040]) & (BLD.GKLAS.isna())]\n",
			"GKLAS_unknown_1060 = BLD[BLD.GKAT.isin([1060]) & (BLD.GKLAS.isna())]"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 15,
			"id": "answering-perfume",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"GKAT\n",
			"1040.0 0.213644\n",
			"1060.0 0.193439\n",
			"dtype: float64"
			]
			},
			"execution_count": 15,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"( GKLAS_unknown.groupby('GKAT').GBEZ.count() \n",
			"/ GKLAS_unknown.groupby('GKAT').EGID.count())"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 20,
			"id": "consecutive-angle",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"9630"
			]
			},
			"execution_count": 20,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"len(GKLAS_unknown_1040.GBEZ.dropna())"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 35,
			"id": "alpha-tourism",
			"metadata": {},
			"outputs": [],
			"source": [
			"restaurants = []\n",
			"communal_home = []\n",
			"office = []\n",
			"\n",
			"for bez in GKLAS_unknown_1040.GBEZ.dropna():\n",
			" if any(BEZ in bez.upper() for BEZ in ['GEWERBE', 'OFF','BÜRO']):\n",
			" office.append(bez)\n",
			" if any(BEZ in bez.upper() for BEZ in ['REST.', 'RESTAU']):\n",
			" restaurants.append(bez)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 37,
			"id": "three-merchandise",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"295"
			]
			},
			"execution_count": 37,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"len(office)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 34,
			"id": "indian-inspection",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"1237"
			]
			},
			"execution_count": 34,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"len(restaurants)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": null,
			"id": "hired-strengthening",
			"metadata": {},
			"outputs": [],
			"source": [
			"restaurants = 'Rest'"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 17,
			"id": "adverse-minority",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"nan\n",
			"Altes Zeughaus\n",
			"Werkstatt\n",
			"Mischnutzung\n",
			"Wohnhaus mit Anbau\n",
			"Ateliergebäude\n",
			"Werkgebäude\n",
			"Amtshaus\n",
			"Versammlungsgebäude\n",
			"Schulhaus 268\n",
			"Wohnhaus mit Bank\n",
			"Werkstattgebäude\n",
			"Wohnhaus mit Gewerbe\n",
			"Wohnhaus mit Werkstatt\n",
			"Wohnhaus\n",
			"Wohn- und Gewerbehaus\n",
			"Gebäude mit teilweiser Wohnnutzung\n",
			"Ferienhaus\n",
			"Gewerbehaus 2249\n",
			"Amthaus\n",
			"Wohnhaus/Gewerbe\n",
			"Wohn/Geschäftshaus\n",
			"Hotel Sonne\n",
			"Feuerwehrgebäude\n",
			"Wohnhaus mit Büro\n",
			"Gewerbehaus\n",
			"Wohnhaus/Rest.\n",
			"Löwen\n",
			"MFH mit Gewerbe\n",
			"Personalhaus\n",
			"Wohnhaus mit Garage\n",
			"VW-Porsche Garage Kuhn\n",
			"Kirchgemeindehaus\n",
			"Gemeindehaus\n",
			"Wohnhaus mit Laden\n",
			"GEWERBEHAUS\n",
			"Werkhof der Gemeinde Thalwil\n",
			"Wohn- und Geschäftshaus\n",
			"SBB-Bahnhofgebäude\n",
			"Wohnhaus mit Restaurant\n",
			"Wohnhaus mit Kleintierarztpraxis\n",
			"FABRIKGEBAEUDE mit UN-Garage\n",
			"Garagengebäude\n",
			"EFH mit Gewerbe\n",
			"EFH\n",
			"Hotel Restaurant Frohe Aussicht\n",
			"MFH mit Laden\n",
			"MFH\n",
			"Kunst, Kultur, Sportgebäude, mit Wohnung\n",
			"Hallen- und Freibad\n",
			"Schulhaus\n",
			"Gewerbehaus Rest. Jägersburg\n",
			"Wohnhaus (Café Füürbeck)\n",
			"Wohnhaus mit Rest. Post\n",
			"Wohnhaus ver. Garagen\n",
			"Lagergeb. m. Büro\n",
			"Schulgebäude\n",
			"Mehrzweckgebäude mit Abwartwohnung\n",
			"Wohn- Geschäftshaus Rest. Geeren\n",
			"Restaurant\n",
			"Bürogebäude\n",
			"Lagerhalle\n",
			"Rest. Pampelonne\n",
			"Schulhaus 2179\n",
			"Restaurant Landhuus (zum Griech)\n",
			"Karlen AG\n",
			"Landi (Dörfli)\n",
			"Restaurant Schifflände\n",
			"Keller (Studio Maur)\n",
			"Schulhausanlage\n",
			"Turnhalle\n",
			"Wohnhaus mit Scheune\n",
			"Kindergarten Hofackerstrasse 43\n",
			"Wohnhaus mit Arztpraxis\n",
			"Fabrikgebäude\n",
			"Kirche\n",
			"Mehrfamilienhaus\n",
			"Kindergarten Sternen\n",
			"Scheune\n",
			"Kühlhaus\n",
			"Betriebsgebäude\n",
			"835\n",
			"Oranges / Graues Gebäude\n",
			"Graues Gebäude\n",
			"Oranges Gebäude\n",
			"Betriebsgebäude 350\n",
			"links\n",
			"alte Post\n",
			"Wiesental\n",
			"Wohnhaus mit bestehender Scheune\n",
			"Turnhalle mit Schulhaus u. Abwartwohnung\n",
			"Zürcher Kantonalbank\n",
			"Geschäftshaus\n",
			"Jugend- und Freizeitzentrum\n",
			"Villa Seerose\n",
			"Seestr.242, Rotwegstr.15\n",
			"Rössli Pub\n",
			"Restaurant/Hotel Falken\n",
			"Primarschulhaus\n",
			"Studio in Garage\n",
			"Primarschule\n",
			"Mühle\n",
			"Restaurant Sternen\n",
			"Restaurant Kreuz\n",
			"Restaurant Rössli\n",
			"Restaurant Hirschen\n",
			"Käserei\n",
			"Restaurant Bahnhof\n",
			"Anbau zu Rosengasse 38 (BG Nr. 019/16)\n",
			"Gasthof zum Sternen\n",
			"Kindergarten\n",
			"Restaurant Ochsen\n",
			"Gasthof Bären\n",
			"Restaurant Schönbrunnen\n",
			"Dancing Schönbrunnen\n",
			"Restaurant Löwen\n",
			"Alters- und Pflegeheim\n",
			"Schmiede / Schlosserei\n",
			"Station\n",
			"Sägerei\n",
			"Restaurant zur Eintracht\n",
			"Restaurant und Wohn- und Geschäfthaus\n",
			"Kinderheim Schoren\n",
			"Mehrzweckgebäude\n",
			"Restaurant Linde\n",
			"Restaurant Traube\n",
			"Pferdestallungen / Wohnstudios\n",
			"Restaurant Zur Alten Post\n",
			"Gasthof Löwen\n",
			"Schloss\n",
			"Bundeshaus West\n",
			"Alters und Pflegeheim\n",
			"Restaurant Dählhölzli\n",
			"Beerhaus\n",
			"Reitschule\n",
			"Papiermühlestrasse 67\n",
			"Campingplatz Adm. Gebäude\n",
			"Tschechische Botschaft\n",
			"Botschaftsgebäude\n",
			"Wohnhaus / Laden\n",
			"Restaurant Maygut\n",
			"Kinderheim\n",
			"Café Bar\n",
			"Wohnhaus vor 1900\n",
			"Wohnhaus um 1921.\n",
			"Lagerhaus um 1965.\n",
			"Wohnhaus um 1934..\n",
			"Telefonzentrale\n",
			"Pfarrhaus\n",
			"Aufnahmegebäude\n",
			"Wohn- und Geschäftshaus mit Restaurant\n",
			"Knabenhaus\n",
			"Angestelltenhaus\n",
			"Wohnhaus / Schulgebäude\n",
			"Wohn- Gewerbehaus\n",
			"Kaffeerösterei\n",
			"Fabrik um 1931.Dachaufbau um 1949.\n",
			"Einfamilienhaus mit Werkstatt\n",
			"Restaurant Moskau\n",
			"MFH mit Restaurant\n",
			"Könizstrasse 265, 265b\n",
			"Wohn- und Bürohaus\n",
			"MFH vor 1900.\n",
			"Sägestrasse 25, 27 / Fabrikgebäude\n",
			"Verwaltungsgebäude\n",
			"Fabrik\n",
			"Büro- und Gewerbebau\n",
			"Gewerbegebäude\n",
			"MFH um 1910\n",
			"Badhaus\n",
			"Backstube ca. 1900.\n",
			"Anstalt vor 1900\n",
			"Landhaus\n",
			"Schreinerei\n",
			"Fabrikhalle\n",
			"Wohnhaus um 1880, Garageanbau um 1935\n",
			"Schweinescheune um 1886.\n",
			"Gasthaus vor 1900. Lastwaage um 1933. R\n",
			"Bahnhof\n",
			"Wohnhaus um 1912\n",
			"Wirtshaus mit Metzgerei\n",
			"Stationsgebäude\n",
			"Bauernhaus um 1814.\n",
			"Bauernhaus\n",
			"Relaisgebäude\n",
			"Wohnhaus mit Gasthof\n",
			"Sammelstelle\n",
			"Laborgebäude\n",
			"BG 2786 Vereinbarung. Schopf 840 A / P\n",
			"Fabrik um 1917.\n",
			"Heim, Hauptgebäude\n",
			"Wohn-und Geschäftshaus\n",
			"AHP\n",
			"Fähribeizli\n",
			"Wohn-/Gewerbegebäude\n",
			"Büro- und Wohnhaus\n",
			"Hofgebäude mit Whg\n",
			"Mettlengässli 2\n",
			"Mettlengässli 4\n",
			"Atelier\n",
			"Restaurant zum Bären\n",
			"Güetli\n",
			"Restaurant Borisried\n",
			"Wohn- und Pflegeheim Carpediem\n",
			"Rössli Sinneringen\n",
			"Pflegeheim\n",
			"Stöckli\n",
			"Restaurant Jäger\n",
			"Ferienhbaus\n",
			"Restaurant zum Rössli\n",
			"Wehrdienstgebäude\n",
			"Postgebäue\n",
			"Büro / Wohnung\n",
			"Werkstatt mit Unterkunft\n",
			"Sekundarschulanlage\n",
			"Wohnhaus / Gewerbe\n",
			"Nicht-Wohngebäude mit Wohnung\n",
			"Halle\n",
			"Lehrgebäude\n",
			"Gebäude mit Wohnungen\n",
			"Einkaufszentrum\n",
			"Gewerbe- / Wohnhaus\n",
			"Jugendfoyer\n",
			"ehemaliges Schützenhaus\n",
			"Bernstrasse 117\n",
			"Altes Primarschulhaus\n",
			"Restaurant Bären\n",
			"Chinderhus Büetigen, Stöckli\n",
			"Restaurant Bauleuten\n",
			"Restaurant zur alten Post\n",
			"Restaurant Lido\n",
			"Pflegeheim Brachmatt\n",
			"Storchen\n",
			"Bären\n",
			"Hotel Adler\n",
			"Aula / Turnhalle\n",
			"Schule Kleinfeld\n",
			"Restaurant Dézaley\n",
			"Restaurant Pintli\n",
			"Werkhof Forstverwaltung\n",
			"Primarschule Neumatt\n",
			"Alterssiedlung Alpenblick\n",
			"Chalet Erika\n",
			"ehemaliges Dälli\n",
			"Wohnpark Buchegg\n",
			"Hofacherweg 1\n",
			"Dorfstr. 40a\n",
			"Sanierung Saal\n",
			"Büro- und Wohnräume\n",
			"Freienhof\n",
			"Restaurant Trattoria\n",
			"Restaurant zum Adler\n",
			"Restaurant Steingrube\n",
			"Restaurant Rothöhe\n",
			"Restaurant Eisenbahn\n",
			"Wohnstock\n",
			"Restaurant Frohsinn\n",
			"Bahnhofgebäude\n",
			"Gasthof\n",
			"Ecole\n",
			"Gare\n",
			"Hôtel du Vert-Bois\n",
			"Buffet de la Gare\n",
			"Restaurant Pension\n",
			"Ecole Primaire\n",
			"Hôtel Cheval Blanc\n",
			"Alouette\n",
			"Auberge La Puce\n",
			"Restaurant Le Grillon\n",
			"Camping Stengel\n",
			"Restaurant Romontberg\n",
			"Eglise évangélique le Roc\n",
			"Gentianes\n",
			"Gare CFF\n",
			"Ecole Jean-Gui\n",
			"Ecole Droit\n",
			"Chapelle\n",
			"Chalet de l'Echelette\n",
			"Home OASIS\n",
			"La Combe-Aubert\n",
			"Reithalle\n",
			"Wohncontainer Beerenpflücker\n",
			"Jubiläumsbau\n",
			"Ferienhaus Ambühl\n",
			"Wohnteil neu\n",
			"Gasthof Drei Fische\n",
			"Bootswerft\n",
			"Café Surf\n",
			"Seehaus La Mouette\n",
			"Restaurant Kreuz, Nightlife-Pub\n",
			"Café Wagnerstübli\n",
			"Ehemalie Dreschhütte\n",
			"Bethesda/Linigerhaus\n",
			"Klinik Bethesda\n",
			"Bethesda/Hännihaus\n",
			"Liechtihaus\n",
			"Steigerhaus\n",
			"Restaurant Rebstock\n",
			"Hotel\n",
			"Einfamilienhaus\n",
			"Studio\n",
			"Insstrasse\n",
			"Restaurant Diemerswil\n",
			"Restaurant zur Pinte\n",
			"Gasthof zum Löwen\n",
			"Schulhaus / Gemeindeschreiberei\n",
			"Altersheim\n",
			"Restaurant Eintracht\n",
			"Restaurant Utiger\n",
			"Hotel-Restaurant Bahnhof\n",
			"Schulhaus Waldeck\n",
			"Seminar Hofwil, Gärtnerhaus\n",
			"Hotel Bären\n",
			"Hotel-Restaurant Wilhelm Tell\n",
			"Privatklinik Wyss AG\n",
			"Hotel-Restaurant Löwen\n",
			"Sportzentrum\n",
			"Häberli's Schützenhaus\n",
			"Sonderschulheim Mätteli, Personalhaus\n",
			"Ochsen\n",
			"Zentrum 30\n",
			"Zentrum 32\n",
			"Eigerpark\n",
			"Restaurant Moospinte\n",
			"Hotel des Alpes\n",
			"Hinder Sillere\n",
			"Schermtanne\n",
			"Eggegüetli\n",
			"Parkhotel Bellevue\n",
			"Hotel Bristol\n",
			"Kirchgemeindehaus / Pfarrerwohnung\n",
			"Alpenflora\n",
			"Therapiehaus\n",
			"Restaurant Schönbühl\n",
			"Schulhaus Boden\n",
			"Schulhaus Dorf\n",
			"Hotel Schönegg\n",
			"Friedhof\n",
			"Hotel Beau-Site\n",
			"Hotel Regina\n",
			"Hotel Viktoria\n",
			"Kino Rex\n",
			"Sekundarschulhaus\n",
			"Sporthotel Adler\n",
			"Hotel Crystal\n",
			"Egerenschwand\n",
			"Versammlungslokal Freie Missionsgemeinde\n",
			"Haus Kantate\n",
			"Geissenställi\n",
			"Grabenmatte\n",
			"Pension Sonne\n",
			"Schnittenbergli\n",
			"Riebenstalden\n",
			"Berghotel Engstligenalp\n",
			"Restaurant Bodenhüttli\n",
			"Restaurant Geilsbrüggli\n",
			"Berghaus E'alp\n",
			"Post\n",
			"Bergrestaurant\n",
			"Berhaus\n",
			"Hotel Niesen\n",
			"Hotel Seeblick\n",
			"Aeschi-Park\n",
			"Rest. Sagi, Mönch\n",
			"Kinderheimat Tabor\n",
			"Werkhof\n",
			"Dépendance\n",
			"Haus Benaja\n",
			"Restaurant Chemihütte\n",
			"Restaurant Panorama\n",
			"Talstation Niesenbahn\n",
			"Grundstück 3439, BR 4258\n",
			"Restaurant Rohrbach-Träff\n",
			"Weidhaus\n",
			"Klubhaus Alpine Vereinigung\n",
			"Klubhaus Touristenklub Bern\n",
			"Klubhaus TV Mattenhof\n",
			"Berghaus\n",
			"Ferienheim Gibeli\n",
			"Schulhaus Widi\n",
			"Wohnhaus/Gewerbebetrieb\n",
			"Alpgebäude\n",
			"Bahnhof Kandergrund\n",
			"Felsenburg\n",
			"Hotel Altels\n",
			"Balmhorn\n",
			"Lagergebäude mit Wohnteil\n",
			"Weidhaus i de Böde\n",
			"Sennhütte Schlafegg\n",
			"Sennhütte Rosslaueni\n",
			"Alphütte Innerhorn\n",
			"Weidhaus 76b Innerhorn\n",
			"Weidhaus Libigen\n",
			"Weidhaus Rinters\n",
			"Sennhütte Grimer\n",
			"Sennhütte Hüehnderbüel\n",
			"Wohnhaus Ännerkandergrund\n",
			"Sennhütte Tschingla\n",
			"Sennhütte Willenegg\n",
			"Sennhütte Strittbodma\n",
			"Schüpfli\n",
			"Weidhaus Innerrüteni\n",
			"Sennhütte Hinterrosslaueni\n",
			"Sennhütte Buchbindi\n",
			"Weidhaus Glentweidli\n",
			"Restaurant Rendez-Vous\n",
			"Zentrale Zilfuri\n",
			"Weidgemach\n",
			"VOLG\n",
			"Chalet Brigit\n",
			"Eggerhaus\n",
			"Papeterie Edelweiss\n",
			"Hotel zur Post\n",
			"Molkerei\n",
			"Chalet Biberhus\n",
			"Haus Marmotte\n",
			"Haus Wesley\n",
			"Finel\n",
			"Dépendence Schweizerhof\n",
			"Chalet Filfallebach\n",
			"Pension\n",
			"Sennhütte\n",
			"Bergrest. Golderli\n",
			"Gemach\n",
			"Alphütte\n",
			"Schatthaus\n",
			"Spycher\n",
			"Hotel Beausite\n",
			"Haus B\n",
			"Bäckerei\n",
			"Goldi\n",
			"Chalet Central\n",
			"Lilo\n",
			"Gemeindeverwaltung\n",
			"sbt\n",
			"Favorita\n",
			"Chalet Schönegg\n",
			"Chalet Sunnerain\n",
			"Pension Riedboden\n",
			"Haus Alpenblick\n",
			"Primeli\n",
			"Schulhaus Schmocken\n",
			"Waldhaus\n",
			"Ahorni\n",
			"Bodenhütte\n",
			"Flöschhütte\n",
			"Hotel Löwen\n",
			"Hotel Brienzerburli\n",
			"Dépendance Bären\n",
			"Tea-Room/Restaurant Walz\n",
			"Restaurant Des Alpes\n",
			"Chalet\n",
			"Altersheim Birgli\n",
			"Jugendherberge\n",
			"Tea Room Lammbach\n",
			"Hotel Brienz\n",
			"Chalet Steinbock\n",
			"Grand Hotel\n",
			"Restaurant Bramisegg\n",
			"Bärghuus\n",
			"Restaurant Engi\n",
			"Hotel Bellevue\n",
			"Weidhaus Ankenweid\n",
			"Alphütte Ankeweid\n",
			"Alphütte Sportclub\n",
			"Weidehütte Wybschwendi\n",
			"Weidhaus Lüggisweid\n",
			"Weidhaus Wybschwendi\n",
			"Weidhaus Erblee\n",
			"Weidhaus Horeweid\n",
			"Alphütte Ällenbode\n",
			"Scheune Mangelsried\n",
			"Wohnhaus/Scheune Umlere\n",
			"Weidhaus Fenki\n",
			"Bärg-Häsli\n",
			"Chalet Montanara\n",
			"Burgdorf SAC / Klubhütte\n",
			"SAC Oberaargau\n",
			"Berghaus Bort\n",
			"Chalet Grille\n",
			"Gasthof Steinbock\n",
			"Pension Gydisdorf\n",
			"Hotel Kirchbühl\n",
			"Hotel Gletschertal\n",
			"Almishus\n",
			"Spinell\n",
			"Chalet Adler\n",
			"Hotel Tschuggen\n",
			"Locherbodenstrasse\n",
			"Schlössli\n",
			"Chalet Männlichen\n",
			"Hotel Eiger\n",
			"Hotel Kreuz\n",
			"Hotel Rosenegg\n",
			"Chalet Bergfink\n",
			"Berghotel Faulhorn\n",
			"Hotel Schweizerhof\n",
			"Personalhaus Kreuz\n",
			"Hotel Bel-Air Eden\n",
			"Hotel Cabana Garni\n",
			"Hotel Crystall\n",
			"Bahnhofgebäude BOB\n",
			"Chalet Primeli\n",
			"Chalet Aurelia\n",
			"Hotel Schweizerheim\n",
			"Bergrestaurant Eigernordwand\n",
			"Wyss Sport\n",
			"Restaurant Alpenrösti\n",
			"Berghaus Pfingstegg\n",
			"Bergrestaurant Schreckfeld\n",
			"Berghotel Grosse Scheidegg\n",
			"Chalet Alpengruss\n",
			"Campingresidenz\n",
			"West\n",
			"Weidhaus/Scheune\n",
			"Weidhaus/Stall\n",
			"Scheune/Weidhaus\n",
			"Weidhäuschen\n",
			"Anfnahmegebäude\n",
			"Hote-Rest. Säumertaverne\n",
			"Sägistal Alphütte\n",
			"Bromatte Sennhütte\n",
			"Läger Sennhütte\n",
			"Läger Sennhütte/Stall\n",
			"BUetschi Alphütte\n",
			"Ausser-Blatti Alphütte\n",
			"Schwand Alphütte\n",
			"Schwand Sennhütte\n",
			"Oberbärg Alphütte\n",
			"Oberbärg Sennhütte\n",
			"Oberbärg\n",
			"Läger Alphütte\n",
			"Innerblatti Alphütte\n",
			"Schmelzi Weidhaus\n",
			"Rauft Weidhaus\n",
			"Chalet Alpenruh\n",
			"Sporthotel\n",
			"Restaurant Alpenblick\n",
			"Restaurant Alpenrose\n",
			"Schreinerei / Clublokal\n",
			"Haus Eiger\n",
			"Ev. Bildungsz./Seehüsli\n",
			"Ev. Bildungsz./Seeblick\n",
			"Pension Edelweiss\n",
			"Schweizerhof\n",
			"Dépôt\n",
			"Hotel Oberland\n",
			"Hotel Schützen\n",
			"Hotel Jungfrau\n",
			"Restaurant Horner\n",
			"Chalet Gletscherblick\n",
			"Residence Sporthotel\n",
			"Chalet Murmeli\n",
			"Hotel Alpenblick\n",
			"Residence Waldrand\n",
			"Edelweiss\n",
			"Chalet Solaria\n",
			"Hotel Park\n",
			"Hotel Résidence\n",
			"Cafe Greubi\n",
			"Pizzeria da Sina\n",
			"Ferienheim Edelweiss\n",
			"Chalet Grosses Alpina\n",
			"Chalet Jungfrau\n",
			"Cafe Oberland\n",
			"Bahnhofgebäude Wengernalpbahn\n",
			"Röstizzeria\n",
			"Ueberbauung Sportzentrum\n",
			"Alpkäserei\n",
			"Sennhütte Flöschwald\n",
			"Sämihuus\n",
			"Hotel Stalden\n",
			"Unterkunftgebäude\n",
			"Gasthof Unspunnen\n",
			"Campinghaus\n",
			"Restaurant Heimwehfluh\n",
			"Restaurant Becher\n",
			"Campagna\n",
			"Stationsgebäude SBB\n",
			"Alpenblick\n",
			"Hotel Rössli\n",
			"Restaurant Wydi\n",
			"Hotel Hirschen\n",
			"Hotel Milan\n",
			"Weidhaus/Ferienhaus\n",
			"Weidhaus Brand\n",
			"Restaurant Luegibrüggli\n",
			"Golf- und Standhotel\n",
			"Landhotel Golf\n",
			"Personalhaus Spital\n",
			"Schwesternhaus Spital\n",
			"Sekundarschulehaus\n",
			"Hotel Aarburg\n",
			"Restaurant Steinbock\n",
			"Stadthaus\n",
			"Mobilheim, fest installiert\n",
			"Haus Mönch\n",
			"Hallenbad\n",
			"Depot SPB\n",
			"Personalhaus Alpenblick\n",
			"Hotel Schlössli\n",
			"Schlosshotel CREDO\n",
			"Hotel Schönbühl\n",
			"Villa Unspunnen\n",
			"Luna / Restaurant\n",
			"Obereigasse\n",
			"Käserei Kleinroth\n",
			"Restaurant zum Kreuz\n",
			"Metzgerei\n",
			"Stationsgebäude EBT\n",
			"Eglispor\n",
			"Café Mutzli\n",
			"Schulhaus Rosig\n",
			"Haus Gfellers\n",
			"Restaurant Bärli\n",
			"Türmli\n",
			"Gasthof-Löwen\n",
			"Löchlibad\n",
			"Schulhaus Dorf Linden\n",
			"Gasthof Linden\n",
			"Schulhaus Reckiwil\n",
			"unique Hotel Appenberg\n",
			"Kulturzentrum Appenberg\n",
			"Restaurant Mirchel\n",
			"Aeschlenalp-Gen.\n",
			"Schulhaus/Kindergarten\n",
			"Buco Support\n",
			"Gasthof Schützen\n",
			"Restaurant Krone\n",
			"Hotel Sternen\n",
			"Gasthof Krone\n",
			"Schulhaus Reutenen\n",
			"Gasthaus Wildeneybad\n",
			"Restaurant Mühle\n",
			"Speicher\n",
			"Cartonnagenfabrik\n",
			"Stationsgebäude GFM\n",
			"Schloss / Kapelle\n",
			"BMW Garage mit Wohnungen\n",
			"Tennishalle/Tea Room\n",
			"Restaurant/Hotel\n",
			"Gewerbegebäude mit Wohnung\n",
			"Restaurant und Wohnung\n",
			"Restaurant mit Wohnung\n",
			"Einstellhalle\n",
			"Restaurant zum Rebstock\n",
			"Restaurant Croix Fédérale\n",
			"Ferme\n",
			"Ecole / Bureau communal\n",
			"Gare Gänsbrunnen\n",
			"Restaurant Siky Ranch\n",
			"Rue du Nord\n",
			"Halle de Gym.\n",
			"Restaurant l'Etoile\n",
			"maisonnette-cave\n",
			"Restaurant La Charbonnière\n",
			"Sonnenhalb\n",
			"Auberge et logements\n",
			"Collège Primaire\n",
			"Métairie de La Neuveville\n",
			"Les Colisses du Bas\n",
			"Restaurant de l'Ours\n",
			"Poste\n",
			"La Strega\n",
			"Erlenstrasse 38\n",
			"Industriestrasse 8\n",
			"Hauptstrasse 21\n",
			"Bielstrasse\n",
			"Bahnhofstrasse 8\n",
			"Längholz 7, 7 c und 7 d\n",
			"Restaurant Trabe\n",
			"Talstation LTB\n",
			"Restaurant Trois Amis\n",
			"ehemaliges Restaurant Linde\n",
			"Restaurant Seeblick\n",
			"Restaurant Kreuzweg\n",
			"Café Petinesca\n",
			"Restaurant zur Linde\n",
			"Restaurant Florida\n",
			"Restaurant Landhaus\n",
			"Attika\n",
			"Hotel Bellevue (Eingang Wohnungen)\n",
			"Hotel Fontana\n",
			"Bahnhof SBB\n",
			"Restaurant Twannerstube\n",
			"Restaurant Schlucht\n",
			"Chloster-Hotel\n",
			"Rebhaus\n",
			"Turn- und Sportanlage\n",
			"Soldanella\n",
			"Tourismusbüro / Büro Naturpark\n",
			"Hotel Sternen / Personalwohnung\n",
			"Wohnung / Büro Schreinerei\n",
			"Gasthof Schönbühl\n",
			"Restaurant Horboden\n",
			"Restaurant Rothbad\n",
			"Restaurant Gsässweid\n",
			"Haus Maya\n",
			"Haus Teresa\n",
			"Gasthof Jäger\n",
			"Gasthof Hirschen\n",
			"Beim Sternen\n",
			"Domino\n",
			"Autobahnwerkhof\n",
			"Gemeindezentrum Lötschberg\n",
			"Seerestaurant Aqua Welle\n",
			"Kath. Kirche Bruder Klaus\n",
			"Kant. Bergbauernschule\n",
			"Möve\n",
			"Bootshaus\n",
			"Restaurant Stockhorn\n",
			"Haus West GV\n",
			"Hotel Wetterhorn\n",
			"Kath. Kirche\n",
			"Chalet Waldruh\n",
			"Jugendzentrum cvjm\n",
			"Rest. Wasserwendi\n",
			"Berghaus SBB\n",
			"Hasliberghaus/Waldhaus\n",
			"Hasliberghaus/Haupthaus\n",
			"Hasliberghaus/Osthaus\n",
			"Restaurant Post\n",
			"Jugendhaus\n",
			"Hotel Viktoria Nebengebäude\n",
			"Vorsass\n",
			"Skihütte Wolftenndli\n",
			"Tea Room\n",
			"Hotel Alpenrose\n",
			"Hotel Restaurant Bären\n",
			"Hotel Urweid\n",
			"SAC-Hütte\n",
			"Hotel Alpin Sherpa\n",
			"Amthaus / Bezirksgefängnis Oberhasli\n",
			"Schulhaus Balm\n",
			"SAC Brochhütte\n",
			"Motel Restaurant\n",
			"Passhöhe 1013 / Café Silvana\n",
			"Hotel Baer\n",
			"Gerontopsychiatrisches Pflegeheim\n",
			"Feriendorf Swiss Peak Resorts Haus 1 + 2\n",
			"Hotel Schwendi\n",
			"Kaserne\n",
			"Restaurant Rawyl\n",
			"Anbau Balkon\n",
			"Hotel Tenne\n",
			"Restaurant Anker\n",
			"Chalet Martig\n",
			"Haus Ernst Rieben\n",
			"Berghotel Hahnenmoospass\n",
			"Gasthof Simmenfall\n",
			"Campingplatz\n",
			"Restaurant Edelweiss\n",
			"Camping Seegarten\n",
			"Restaurant Alpenrösli\n",
			"Berghaus Iffigen\n",
			"Reka Feriendorf / Haus Rapunzel\n",
			"Ferienheim Niederbipp\n",
			"Ittigenheim\n",
			"Geiser's Hus\n",
			"Hotel Alpina\n",
			"Chalet Kummi\n",
			"Chalet Groppi\n",
			"Reka Feriendorf / Haus Aurikel\n",
			"Reka Feriendorf / Haus Krokus\n",
			"Haus Rittersporn\n",
			"Haus Silberdistel\n",
			"Haus Azalee\n",
			"SAC Hütte\n",
			"Einstellraum und Wohnhaus\n",
			"Gartenhaus\n",
			"Einstellraum\n",
			"Weidgmeach\n",
			"Weigemach\n",
			"Wohnhaus / Scheune\n",
			"Rütiweg\n",
			"Wiedgemach\n",
			"Geschäft\n",
			"Weidstafel\n",
			"Ferienhaus/Stall\n",
			"Jagdhaus\n",
			"Hotel Diana\n",
			"Bernhardsweide\n",
			"Gasthof Alpenrose\n",
			"Fermelschulhaus\n",
			"Bühl\n",
			"Hägendorf\n",
			"Chalet Enzian\n",
			"Erlenhüttli\n",
			"Sekundar-Schulhaus\n",
			"Bahndepot\n",
			"Bahnhof SEZ\n",
			"Hotel Bergmann\n",
			"Derby\n",
			"Chalet Simmental\n",
			"Chalet Soldanella\n",
			"Chalet Grübu\n",
			"Chalet Bijou\n",
			"Klubhütte\n",
			"Restaurant Schlössli\n",
			"Restaurant Rinderberg\n",
			"Hotel Sanetsch\n",
			"Stafel\n",
			"Hotel Wildhorn\n",
			"Altersheim Sunnebühl\n",
			"Hotel Alpenland\n",
			"Geltenhütte SAC\n",
			"Stafel, Einbau Wohnung\n",
			"Hinterseestrasse\n",
			"Chalet Mont-Cervin\n",
			"Haus des Gastes\n",
			"Chalet Rex\n",
			"Chalet Cinquan Tenaire\n",
			"Chalet Rüebli\n",
			"Chalet Le Castimaz\n",
			"Chalet Ried\n",
			"Chalet Perce-Neige\n",
			"Chalet Ambiance\n",
			"Zingrehus\n",
			"Chalet Chesery\n",
			"Chalet Zentrum\n",
			"Chalet Lunaria\n",
			"BKW Haus\n",
			"Bankgebäude\n",
			"Le Chalet\n",
			"Bahnhof MOB\n",
			"Chalet Johanneskapelle\n",
			"Chalet Les Arcades\n",
			"Grand Hotel Park\n",
			"Ferienhaus Alpenblick\n",
			"Chinderhus\n",
			"Chalet Oxalis\n",
			"Auto-Karosserie Mettlen AG\n",
			"Werkhof Mettlen\n",
			"Migrosgebäude\n",
			"Schoolmedhaus\n",
			"Hotel Krone\n",
			"Chalet Sarisa\n",
			"Werkhof Moratti\n",
			"Chalet Farfalla\n",
			"Restaurant Sonnenhof\n",
			"Chalet Le Mésnil\n",
			"Alpine Résidence 8\n",
			"Chalet Grizzly, beim Bahnhof\n",
			"Chalet Gassegüetli\n",
			"Chalet Nova\n",
			"Luftseilbahn Rellerli\n",
			"Ferienheim Solothurn\n",
			"Chalet Z'loft\n",
			"Chalet Birke\n",
			"Chalet Turpächi\n",
			"Chalet Grundsagi\n",
			"Chalet Les Sapins\n",
			"Chalet Uf der Bude\n",
			"Sagi Huus\n",
			"Hotel Hornfluh\n",
			"Berghotel Hornberg\n",
			"Chalet Jaqueline\n",
			"Garage m. Wohnung zum Chalet Les Oursons\n",
			"Stafel Scheidbach/oberi Vorschess\n",
			"Schulhaus Riedacker\n",
			"Alpütte\n",
			"Ferienhaus Hubel\n",
			"Hotel Ottenleuebad\n",
			"Hotel Depandance\n",
			"Tea-Room Caroline\n",
			"Restaurant Schwarzenbühl\n",
			"Berghaus Selital\n",
			"Ski-Hütte\n",
			"Hotel Schwefelbergbad\n",
			"Scheune/Dorfladen\n",
			"Hotel Bühl\n",
			"Restaurant Zwahlen\n",
			"Wohn- und GeschSftshaus\n",
			"Zimmerei\n",
			"Kabishütte\n",
			"Restaurant Gold. Kreuz\n",
			"Restaurant Gutenbrünnen\n",
			"Landgut\n",
			"Schmiede\n",
			"Restaurant Dörfli\n",
			"Restaurant Adler\n",
			"Restaurant Bütschelegg\n",
			"Schopf\n",
			"Restaurant Schwanen\n",
			"Restaurant Bijou\n",
			"Metzgerei Hunziker AG\n",
			"Restaurant zum Bäri\n",
			"Gewerbezentrum\n",
			"Stationsstrasse\n",
			"Wohn-, Büro- und Gewerbehaus\n",
			"Restaurant Bachmühle\n",
			"Restaurant Tanne\n",
			"Beisatzgasse\n",
			"Lätteren\n",
			"Schulhaus Horben\n",
			"Kapfschwand 566\n",
			"Schulhaus Leber\n",
			"Tea-Room\n",
			"Restaurant Moosbad\n",
			"Restaurant Waldhäusern\n",
			"Bärenstöckli\n",
			"Käserei Röthenbach\n",
			"Käserei Rüegsegg\n",
			"Fondue-Stube\n",
			"Bahnhof Zollbrück\n",
			"Gasthof Rössli\n",
			"Kindergarten Than\n",
			"Schulhaus Than\n",
			"Käserei Oberbach-Nesselg\n",
			"Frittenbach Spicher\n",
			"Gasthof Wald\n",
			"Säge Aeschau\n",
			"Kapelle\n",
			"Werkstätte mit Wohnung\n",
			"Gasthof Sternen\n",
			"Milchsammelstelle\n",
			"Restaurant/Ferienheim\n",
			"Schulhaus Hasenlehn\n",
			"Mehrzweckanlage\n",
			"Mehrzweckhalle\n",
			"Gasthof Kreuz\n",
			"Dorf\n",
			"Restaurant Sennerei\n",
			"Ferienheim\n",
			"Restaurant Säge\n",
			"Wohnheim Riedacker\n",
			"Alter Teil\n",
			"Hotel Bellevue Lac\n",
			"Neuer Teil Marbach\n",
			"Sozialtherapeutisches Wohnheim St. Micha\n",
			"Parkhotel\n",
			"Schlössli/Gde-Verwaltung\n",
			"Restaurant Ländte\n",
			"Betagtenheim Désirée\n",
			"Restaurant Rebleuten\n",
			"Kehrhaus\n",
			"Alters- und Pflegeheim Schönoertli\n",
			"Pflegeheim Seehalde\n",
			"Gasthof Traube\n",
			"Hotel Du Lac\n",
			"Pension Flüeblüemli\n",
			"Talstation\n",
			"Schulhaus Meiersmaad\n",
			"Dependence\n",
			"Kindergarten Flühli\n",
			"Bungalow\n",
			"Burgstrasse 15\n",
			"Burgstrasse 10\n",
			"Burgstrasse 14\n",
			"Burgstrasse 16\n",
			"Bernstrasse 6\n",
			"Berntorgasse 16\n",
			"Marktgasse 12\n",
			"Untere Hauptgasse 4\n",
			"Untere Hauptgasse 7\n",
			"Untere Hauptgasse 11\n",
			"Untere Hauptgasse 15\n",
			"Untere Hauptgasse 23\n",
			"Untere Hauptgasse 31\n",
			"Untere Hauptgasse 32\n",
			"Rathausplatz 4\n",
			"Marktgasse 3\n",
			"Marktgasse 1\n",
			"Kyburgstrasse 9\n",
			"Grabenstrasse 4\n",
			"Grabenstrasse 10\n",
			"Grabenstrasse 36\n",
			"Schwäbisgasse 6\n",
			"Lauenenweg 49 E\n",
			"Hofstettenstrasse 10\n",
			"Hofstettenstrasse 51 A\n",
			"Riedstrasse 50 C\n",
			"Beatusstrasse 6\n",
			"Kasernenstrasse 17\n",
			"Reitweg 7\n",
			"Reitweg 5\n",
			"Kasernenstrasse 45\n",
			"Mittlere Strasse 74\n",
			"Mittlere Strasse 27\n",
			"Gurnigelstrasse 5\n",
			"Pestalozzistrasse 26\n",
			"Schlossmattstrasse 10\n",
			"Hopfenweg 21\n",
			"Frutigenstrasse 22\n",
			"Länggasse 2\n",
			"Länggasse 9\n",
			"Mittlere Strasse 75 C\n",
			"Militär\n",
			"Lerchenfeldstrasse 35\n",
			"Allmendstrasse 172\n",
			"Allmendstrasse 184\n",
			"Allmendstrasse 190\n",
			"Lerchenfeldstrasse 14\n",
			"Langestrasse 44\n",
			"Schwelli 10\n",
			"Wilerweg 6\n",
			"Wilerweg 64\n",
			"Bahnhofstrasse 1\n",
			"Bahnhofstrasse 6\n",
			"Bahnhofstrasse 12\n",
			"Aarestrasse 28\n",
			"Gewerbestrasse 7\n",
			"Scheibenstrasse 7\n",
			"Allmendstrasse 10\n",
			"Bälliz 10\n",
			"Bälliz 11\n",
			"Bälliz 14\n",
			"Bälliz 15\n",
			"Bälliz 25\n",
			"Bälliz 31\n",
			"Bälliz 34\n",
			"Bälliz 40\n",
			"Bälliz 42\n",
			"Bälliz 43\n",
			"Bälliz 49\n",
			"Bälliz 52\n",
			"Bälliz 56\n",
			"Bälliz 59\n",
			"Bälliz 62\n",
			"Bälliz 69\n",
			"Freienhofgasse 7\n",
			"Freienhofgasse 11\n",
			"Freienhofgasse 14\n",
			"Freienhofgasse 15\n",
			"Freienhofgasse 18\n",
			"Freienhofgasse 20\n",
			"Freienhofgasse 21\n",
			"Burgstrasse 9\n",
			"Obere Hauptgasse 5\n",
			"Obere Hauptgasse 6\n",
			"Obere Hauptgasse 10\n",
			"Obere Hauptgasse 12\n",
			"Obere Hauptgasse 15\n",
			"Obere Hauptgasse 23\n",
			"Obere Hauptgasse 28\n",
			"Obere Hauptgasse 33\n",
			"Obere Hauptgasse 34\n",
			"Obere Hauptgasse 55\n",
			"Obere Hauptgasse 56\n",
			"Obere Hauptgasse 58\n",
			"Obere Hauptgasse 60\n",
			"Obere Hauptgasse 66\n",
			"Obere Hauptgasse 78\n",
			"Obere Hauptgasse 80\n",
			"Obere Hauptgasse 67 + 67 A\n",
			"Obere Hauptgasse 89\n",
			"Mittlere Ringstrasse 3\n",
			"Bierigut-Strasse 18\n",
			"Bierigut-Strasse 22\n",
			"Allmendingenstrasse 6\n",
			"Zelglistrasse 2 B\n",
			"Allmendingenstrasse 22\n",
			"Allmendingenstrasse 20\n",
			"Hännisweg 5\n",
			"Gwattstrasse 97\n",
			"Gwattstrasse 97 A\n",
			"Gwattstrass 107\n",
			"Gwattstrasse 123\n",
			"Gwattstrasse 125\n",
			"Gwattstrasse 93\n",
			"Gwattstrasse 143\n",
			"Gwattstrasse 118\n",
			"Steinhaufenweg 23\n",
			"Eisenbahnstrasse 95\n",
			"Gwattstrasse 96\n",
			"Hofackerstrasse 8\n",
			"Schorenstrasse 58\n",
			"Seestrasse 12\n",
			"Seestrasse 45\n",
			"Dammweg 51 A\n",
			"Strandbadweg 10\n",
			"Gemmistrasse 28\n",
			"Gwattstrasse 42\n",
			"Pfaffenbühlweg 16\n",
			"Schorenstrasse 19 A\n",
			"Schulstrasse 25\n",
			"Schulstrasse 26\n",
			"Meisenweg 11\n",
			"Talackerstrasse 41\n",
			"Frutigenstrasse 54\n",
			"Frutigenstrasse 56\n",
			"Frutigenstrasse 55 A\n",
			"Frutigenstrasse 55\n",
			"Seestrasse 22\n",
			"Göttibachweg 6\n",
			"Langestrasse 3B\n",
			"Moosweg 40\n",
			"Burstrasse 35\n",
			"C.-F.-L.-Lohner-Strasse 23\n",
			"C.-F.-L.-Lohner-Strasse 24\n",
			"C.-F.-L.-Lohner-Strasse 27\n",
			"Freienhofgasse 10\n",
			"Grabenstrasse 6\n",
			"Hofstettenstrasse 15 B\n",
			"Schorenstrasse 60\n",
			"Frutigenstrasse 4\n",
			"Schulhausstrasse 13\n",
			"Tempelstrasse 10\n",
			"Zelglistrasse 10\n",
			"Panoramastrasse 1\n",
			"Schulstrasse 28\n",
			"Pfandernstrasse 1\n",
			"Burgstrasse 6\n",
			"Aarefeldstrasse 19\n",
			"Spittelweg 2\n",
			"Buchholzstrasse 17 C\n",
			"Hofstettenstrasse 9\n",
			"Bälliz 47\n",
			"Burgstrasse 1 A\n",
			"Rainweg 8B\n",
			"Scheibenstrasse 9\n",
			"Allmendstrasse 42 B\n",
			"Restaurant Weiersbühl\n",
			"Primarschule Bach I\n",
			"Restaurant Tell\n",
			"Landgasthof Sonne\n",
			"Restaurant Oberwald\n",
			"Vereinshaus\n",
			"Käserei Vorderdorf\n",
			"Restaurant Kloster\n",
			"Restaurant Schultheissenbad\n",
			"Schulhaus Schwarzenbach\n",
			"Gästehaus\n",
			"Pfarrhaus / Kirchgemeindehaus\n",
			"Restaurant Brünnli\n",
			"Mühle Rüegsbach\n",
			"Gasthof zur Krone\n",
			"Rinderbach\n",
			"Bifang\n",
			"Sport, Seminar und Sportzentrum\n",
			"Wohnhaus mit Stall und Einstellraum\n",
			"Rebstock\n",
			"Tromboasis\n",
			"Schürli\n",
			"Restaurant Drei Tannen\n",
			"UBS-Gebäude\n",
			"Garage Hirsbrunner\n",
			"Restaurant Brauerei\n",
			"Marti Metzg\n",
			"Druckerei Schelbli\n",
			"Hasler Möbel\n",
			"Sternen Garage\n",
			"Tea-Room Groggi\n",
			"Sekundarschule/Turnhalle\n",
			"Frei- + Hallenbad\n",
			"Restaurant Frohburg\n",
			"Carrosserie Jost\n",
			"Advokatur und Notariat\n",
			"Arztpraxis\n",
			"Restaurant Bad\n",
			"Wärterhaus\n",
			"Gasthof Sternen mit Ställen\n",
			"Röm. kath. Kirchgemeinde\n",
			"Cafe-Bar / Garage Rudi Rüssel\n",
			"Restaurant National\n",
			"Räberhus\n",
			"Restaurant Schlüssel\n",
			"Restaurant Sonne\n",
			"Pflegeheim 6\n",
			"Pflegeheim 1\n",
			"Pflegeheim 8\n",
			"Schreinerei mit Büroräume\n",
			"Hotel Meienrisli\n",
			"Bankhaus\n",
			"Käserei Ebnet\n",
			"Gasthaus Gfellen\n",
			"Arnika\n",
			"LW mit Wohnhanteil\n",
			"Restaurant Südelhöhe\n",
			"Sporthaus Rustica\n",
			"Restaurant Rossweid\n",
			"Wohnung bei Lastwageneinstellhalle\n",
			"Jägerhaus mit Magazin\n",
			"SÜD-WEST\n",
			"HPZ 19c\n",
			"Säge\n",
			"Gebäude 694\n",
			"Gasthaus Kloster\n",
			"Kloster\n",
			"Kapellhaus\n",
			"Postgebäude\n",
			"Hotel Bahnhof\n",
			"Gasthaus Krone\n",
			"Spittelhaus\n",
			"Tennishalle\n",
			"Warteck\n",
			"Station SBB\n",
			"Garage\n",
			"Posthaus\n",
			"Käserei Oberwiggen\n",
			"Ferienhaus Dorbach\n",
			"Schmittenmätteli\n",
			"Gasthof zum Kreuz\n",
			"OST\n",
			"Käserei Schärlig\n",
			"Hürnlihütte\n",
			"Gasthaus Kreuz\n",
			"Gasthaus Rössli\n",
			"Gebäude 80a\n",
			"Rest. Café Rosenegg\n",
			"Wirtshaus z. Sonne\n",
			"Käserei Gibelflüh\n",
			"Ehemalige Käserei\n",
			"Pfarreiheim\n",
			"Schulhaus mit Nebennutzung\n",
			"Restaurant und Wohnungen\n",
			"Personalhaus 2\n",
			"Personalhaus 1\n",
			"Gewerbebau mit Wohnungen\n",
			"Ausstellungshalle\n",
			"Blumenau\n",
			"Transporthof\n",
			"Restaurant Klöpfen\n",
			"Gasthaus Sternen\n",
			"Gasthof Engel\n",
			"Lehrer-Seminar, Abtwartwohnung\n",
			"Bürogebäude mit Wohnungen\n",
			"Primarschule Sulz\n",
			"Refco\n",
			"Amtsstatthalteramt\n",
			"WEST\n",
			"Kaplanenhaus\n",
			"Klosterherberge\n",
			"Postlokal\n",
			"Villa Rebberg\n",
			"Kinder Erziehungsheim\n",
			"Kinderpavillon\n",
			"Kinderpavillons\n",
			"Erziehungsheime\n",
			"Internat 2\n",
			"Restaurant Ottenhusen\n",
			"Eulenhof\n",
			"Fabrikationshalle mit Anbauten\n",
			"Gewerbehalle\n",
			"Käsereigebäude\n",
			"Kommendehof\n",
			"Gasthaus Adler\n",
			"Horbenstrasse 4\n",
			"Schulhaus / Gemeindekanzlei\n",
			"Restaurant Sankt Wendeli\n",
			"Kant. Sonderschulen\n",
			"Dörndlenstrasse 15\n",
			"Schulhaus Petermann\n",
			"Restaurant Herlisberg\n",
			"Kaplanei\n",
			"Gasthaus Bären\n",
			"Hotel Chärnsmatt\n",
			"Gasthaus Ochsen\n",
			"Turnhalle Konstanz\n",
			"Wohnhaus Restaurant Scheune\n",
			"Gasthaus zum Rössli\n",
			"evang. reformiertes Kirchgemeindehaus\n",
			"Chlihus\n",
			"Kulturzentrum\n",
			"Trumpf-Buur\n",
			"Neuhaltenstr., 12, 6030, 0\n",
			"Kinderhaus Wanja\n",
			"Sägehof\n",
			"NORD-WEST\n",
			"Kreuzbäckerei\n",
			"Villa Bleiche\n",
			"Altersheim Kleinfeld\n",
			"Gallusheim\n",
			"Bergheim Ricketschwendi\n",
			"Berggasthaus\n",
			"Hotel Himmelrich\n",
			"Restaurant Burestübli\n",
			"Gefängnis + Amtsstatthalteramt\n",
			"Geschäftshaus/Musikschule\n",
			"Talstation alte Dietschibergbahn\n",
			"Jägerhaus\n",
			"Bildungs- und Erholungshaus\n",
			"Garage mit Zimmereinbau\n",
			"NORD\n",
			"Lagergebäude mit Wohnung\n",
			"Tennishalle mit Gästezimmer\n",
			"Sunnegga\n",
			"Restaurant Winkelried\n",
			"Gasthaus Hirschen\n",
			"Restaurant Michaelskreuz\n",
			"Bäckerei/Café\n",
			"Oekonomiegebäude\n",
			"Bildungs-u.Ferienzentrum\n",
			"Enzian\n",
			"Gasthaus Engel\n",
			"Terrassenhaus\n",
			"Station VRB\n",
			"Gärtli\n",
			"Husenweid\n",
			"Quellenhöfli\n",
			"Franziskaheim\n",
			"Hotel Schiff\n",
			"Villa Betty\n",
			"Lauigrund\n",
			"Hotel Grubisbalm (Kurhaus)\n",
			"Hotel Albana\n",
			"Hotel National\n",
			"Hotel Gotthard\n",
			"Hotel Alexander\n",
			"Haus Christian\n",
			"Park-Hotel SÜD-OST\n",
			"Hotel Friedheim\n",
			"Hotel Edelweiss\n",
			"Felsenegg\n",
			"Grütalp\n",
			"Pferdestall mit Studio\n",
			"Studio/Hobbyraum, Tiefgarage, Schwimmbad\n",
			"Haus zum Dolder\n",
			"Postbüro\n",
			"Wohn- und Bürogebäude\n",
			"Käserei Winon\n",
			"Restaurant Chommle\n",
			"Käserei Holdern\n",
			"Brauerei\n",
			"Käserei mit Wohnung\n",
			"Gasthaus Löwen\n",
			"Wohnhaus mit Autoreparatur-Werkstatt\n",
			"Buseinstellhalle\n",
			"Schlachthaus mit Wohnung\n",
			"Grabmattenstrasse 5\n",
			"Gemeindekanzlei\n",
			"Käserei Dorf\n",
			"Restaurant Pinte\n",
			"Betagtenzentrum Linde\n",
			"Pfisterhaus\n",
			"unbewohntes Wohnhaus\n",
			"Landgasthof Roter Löwen\n",
			"Käserei Traselinge\n",
			"Alte Käserei\n",
			"Altes Gemeindehaus\n",
			"Schulhaus Hellbühl\n",
			"Restaurant Moosschür\n",
			"Schulhaus Grünau\n",
			"nord\n",
			"Gasthaus Bahnhof\n",
			"ex SBB Wärterhaus / Sommer-Ferienhaus\n",
			"Schloss Tannenfels\n",
			"Chäsi Oberkirch\n",
			"Rest. (bis 31.12.18 vermietet) + Wohnung\n",
			"Begegnungszentrum\n",
			"Gasthaus Zellfeld\n",
			"Jugendtreff\n",
			"Ferienheim Waldegg\n",
			"Restaurant Wetzwil\n",
			"Gasthaus zum Adler\n",
			"Restaurant Zur Schlacht\n",
			"Wohnhaus klein\n",
			"Rathaus\n",
			"Restaurant Himmelrich\n",
			"Murihof\n",
			"Gasthaus Brauerei\n",
			"Restaurant Schweizerheim\n",
			"Hotel Central\n",
			"SÜD-OST\n",
			"Feuerwehr-/Werkhof\n",
			"Käppelimatte\n",
			"Lagergebäude\n",
			"Gebäude nicht versichert\n",
			"Turnhalle / Singsaal / Wohnung - Trakt D\n",
			"Gasthaus Sonne\n",
			"Gewerbehaus Mühle\n",
			"Restaurant Kreuzberg\n",
			"Sanitärwerkstatt\n",
			"Gasthaus\n",
			"Gasthaus Ilge\n",
			"Gasthaus Schwert\n",
			"Sigristenhaus\n",
			"Bürgerheim Mettmenegg\n",
			"Dorf-Chäsi\n",
			"Talbach-Garage\n",
			"Rosenmatt\n",
			"Wölfen\n",
			"Gasthaus zur Sonne\n",
			"Hinter-Ellbach\n",
			"Untere Schmiede\n",
			"Gasthaus Lamm\n",
			"Heimali\n",
			"Schwimmbad\n",
			"Klostergasthaus Löwen\n",
			"Kloster-Metzgerei\n",
			"Kloster-Bäckerei/ Schreinerei / Mobiliar\n",
			"Gasthaus Lerchenhof\n",
			"Kirche, Pfarrhaus\n",
			"Cafe Türmli\n",
			"Hotel Schwanen\n",
			"Restaurant Reidermoos\n",
			"Werkstr., 7, 6260, 0\n",
			"Schmiedewerkstatt\n",
			"Zimmereiwerkstatt\n",
			"Restaurant Unterdorf\n",
			"Talblick\n",
			"Gasthaus Adelboden\n",
			"Restaurant Schlossberg\n",
			"Gärtnereigebäude\n",
			"Café Höckli\n",
			"Autoreparaturwerkstatt mit Wohnung\n",
			"Schulhaus Schülen\n",
			"Käserei Schülen\n",
			"Bergli\n",
			"Stationsgebäude mit Wohnungen\n",
			"Werkhof / Unterkunft\n",
			"Hotel schwarzer Löwen\n",
			"Gerichtsgebäude\n",
			"Hotel Wilhelm Tell\n",
			"Foto Aschwanden\n",
			"Schulhaus Marianisten\n",
			"Museum\n",
			"Schützenmatt\n",
			"Berggasthaus Seeblick\n",
			"Judohaus\n",
			"Ferienhaus Birchweid\n",
			"Barro\n",
			"Haus am Hof\n",
			"Holzschnitzer\n",
			"Restaurant Schwarzer Bären\n",
			"Gasthaus Brüsti\n",
			"Ski- und Berghaus\n",
			"Zwyssighaus\n",
			"Gasthaus Schützen\n",
			"Restaurant Seegarten\n",
			"Hotel Tell\n",
			"Restaurant Brügg\n",
			"Restaurant Kinzigpass\n",
			"Alpgebäude mit Käserei\n",
			"Gasthaus Biel\n",
			"Talstation LSB\n",
			"Restaurant Fisch\n",
			"Hotel Frohsinn\n",
			"Restaurant Ticino\n",
			"Restaurant Schwyzerstübli\n",
			"Hotel Hof\n",
			"Bahnhofdienstgebäude\n",
			"Ev.-ref. Kirche\n",
			"Hotel Albert\n",
			"Hotel Tourist\n",
			"Hotel Flüelerhof\n",
			"Hotel Linde\n",
			"Hotel Rose\n",
			"Schloss Rudenz\n",
			"Baumaterialhalle\n",
			"Depot MGB\n",
			"Gasthaus Mattli\n",
			"Berggasthaus Dammagletscher\n",
			"Kehlenalp-Hütte SAC\n",
			"Nebengebäude Haus Siesta\n",
			"Gemeindehaus/Schulhaus\n",
			"Restaurant grünen Wald\n",
			"Restaurant Schäfli\n",
			"Schulhaus Wiler\n",
			"Gasthaus zum Turm\n",
			"St. Karl Kapelle und Pfrundhaus\n",
			"Restaurant Gotthard-Mätteli\n",
			"Gasthaus Gitschenen\n",
			"Hinter Wang\n",
			"Restaurant Musenalp\n",
			"Hotel Post\n",
			"Garni Alpenhof\n",
			"Romanenhaus\n",
			"Rotondo-Hütte SAC\n",
			"Albert Heim Hütte SAC\n",
			"DFB Dampfbahn Furka\n",
			"Restaurant Adlergarten\n",
			"Altes Schulhaus\n",
			"Bergstation\n",
			"Alpenrösli\n",
			"Skihaus Skiclub\n",
			"Kreisschule Seedorf\n",
			"Restaurant Treib\n",
			"Restaurant Volligen\n",
			"Friedheim\n",
			"Châlet Blüemli\n",
			"Restaurant Strängmatt\n",
			"Hotel Stern & Post\n",
			"Restaurant Wehribrücke\n",
			"Restaurant Madrano\n",
			"Restaurant Golzernsee\n",
			"Rösti\n",
			"Gasthaus Axenstrasse\n",
			"Hotel Tellsplatte\n",
			"Sonnheim\n",
			"Bahnhofgebäude Sisikon\n",
			"Hotel Garni\n",
			"Seilbahn Bergstation\n",
			"Lideren-Hütte SAC\n",
			"Obermattli\n",
			"Massenlager\n",
			"Talstation Skilift Ratzi\n",
			"Ferienhaus (Alphütte)\n",
			"Alphütte mit Stall\n",
			"Hotel Posthaus Urigen\n",
			"Käserei/Ferienhütte\n",
			"Abwartwohnung\n",
			"Alphütte/Käserei\n",
			"Antoninihaus\n",
			"Hotel Alpenhof\n",
			"Jägerheim\n",
			"Hotel Gerig\n",
			"Hotel Alte Post\n",
			"Bahnwärterhaus\n",
			"Gasthaus zum Sustenpass\n",
			"Schulhaus Meien\n",
			"Restaurant Alpenglühn\n",
			"Lawinenschutzraum\n",
			"SAC Sewenhütte\n",
			"Sustli-Hütte SAC\n",
			"Restaurant Susten Hospiz\n",
			"Hotel Sankt Joseph\n",
			"Alterswohnungen\n",
			"Getränkemarkt + Wohnung\n",
			"Alphütte + Stall\n",
			"Hotel Seegarten\n",
			"Villa Flora\n",
			"Hotel Schwert\n",
			"Restaurant Burggeist\n",
			"Altes Rathaus\n",
			"Hotel Fähri\n",
			"Bahnhof Biberbrugg\n",
			"Alte Post / Neu Asylunterkunft\n",
			"Restaurant Büel\n",
			"Kindergarten und Schule\n",
			"Bahnhof SOB\n",
			"Schulhaus Felsenburgmatte\n",
			"Kantonale Landwirtschaftliche Schule\n",
			"Nebentrakt\n",
			"Wohnhaus (ehemals Restaurant)\n",
			"Wohn- und Geschäftshaus Weinburg\n",
			"wohn- und Geschäftshaus\n",
			"Wohnhaus mit Rest.\n",
			"Wohnhaus mit Scheune nicht bewohnbar\n",
			"Bungalow zu Schloss-Hotel; 1914\n",
			"Hotel Widder; 773 (+774 Lager)\n",
			"Wohn-und Geschäftshaus; 840\n",
			"Geschäftshaus \"Dermacenter\"\n",
			"Hotel Seebodenalp\n",
			"A+A Rössli AG; 799\n",
			"Restaurant Hohle Gasse\n",
			"Wohnhaus mit Hühnerhaus\n",
			"Wohn-&Geschäftshaus auf KTN 3542 + 3549\n",
			"Waldhaus; 3519\n",
			"Jägdhaus; 3520\n",
			"Wohnwagen\n",
			"Restaurant Rose\n",
			"Ferienwohnung\n",
			"Restaurant Gutenbrunnen\n",
			"Restaurant Johannisburg\n",
			"Alphaus Ski Club\n",
			"Gästehaus zu Seeweg 24\n",
			"Rest. Frohsinn\n",
			"Restaurant Falken\n",
			"Gasthaus Stausee\n",
			"Gasthaus Post\n",
			"Restaurant Oberhof\n",
			"Oberhofhüsli\n",
			"Alphütte Fallätschen\n",
			"Kletterhütte Bockmattli\n",
			"Alphütte Brüschalp\n",
			"Alphütte Ober Schwialp\n",
			"Alphütte Aberliboden\n",
			"Rinderweidhütte Rederten\n",
			"Alphütte Zindelalp\n",
			"Bürgerheim\n",
			"Restaurant Obstmühle\n",
			"Restaurant Kapelle\n",
			"Über Garage\n",
			"Gewerbehaus Haslen\n",
			"Hausteil nord, über Restaurant\n",
			"Restaurant Freihof\n",
			"Post Buttikon\n",
			"Garage Linth\n",
			"Neue Wohnung\n",
			"Abwartswohnung\n",
			"alte Kantonalbank\n",
			"Hausteil Bäckerei\n",
			"Ferienhaus \"Sonnenberg\"\n",
			"Alp \"Stockberg\"\n",
			"Alp \"Ruobengschwand\"\n",
			"Alp \"Gschwändli\"\n",
			"Jagdhütte \"Gschwändli\"\n",
			"Alp \"Äusserer Schäntisberg\"\n",
			"Alp \"Schwanten\"\n",
			"Alp \"Steischwantli\"\n",
			"Alp \"Ramseli\"\n",
			"Alp \"Grotzen\"\n",
			"Alp \"Chöpfen\"\n",
			"Ferienhaus \"Steischwantli\"\n",
			"Landgasthof\n",
			"Restaurant Flüebödeli\n",
			"Schönhalde\n",
			"Restaurant Schweizerhof\n",
			"Abendruh\n",
			"Bahnhofgebäude mit 1 Wohnung\n",
			"Klubhaus Malosa\n",
			"Gengigen\n",
			"Brennerei\n",
			"Restaurant Poststubli\n",
			"Schulhaus Stegweidli\n",
			"Restaurant Goldauerhof\n",
			"Bändli\n",
			"Untere Traube\n",
			"Stall\n",
			"Restaurant Waag\n",
			"Bergwirtschaft\n",
			"Skihaus SC Oberwil\n",
			"Wölfertschen\n",
			"Schwingerhaus\n",
			"Hotel Felchlin\n",
			"Stationsgebäude Fruttli\n",
			"Heinrichshütte\n",
			"Bergrestaurant Rigi-Dächli\n",
			"Wäldli 1\n",
			"Haus Bruchmatt\n",
			"Skihaus TV Baden\n",
			"Dorfstrasse\n",
			"Fischerei\n",
			"Hotel Restaurant Schmid am See\n",
			"Personalhaus Alerswohnheim\n",
			"ehem. Hotel Adler\n",
			"Bergstation LMS\n",
			"Restaurant Mythenblick\n",
			"Schulhaus Stoos\n",
			"Talstation Skilift Klingenstock\n",
			"Gipfelrestaurant Fronalpstock\n",
			"Gasthof Adler\n",
			"Pfadfinderheim\n",
			"Gasthaus Bödeli\n",
			"Restaurant Glattalp\n",
			"Ferienlager Sahli\n",
			"Gasthaus Höllgrotte\n",
			"Rest. Pragelpass Höhe\n",
			"Waldi-Ranch\n",
			"Weibels Hütte\n",
			"Hofers Hütte\n",
			"Tönis Hütte\n",
			"Hinterste Hütte\n",
			"Föhnenhütte\n",
			"Rotenbalm\n",
			"Suterlishütte\n",
			"Auf den Gütschen\n",
			"Vor den Löchern\n",
			"Gwerder Otto\n",
			"Suter Josef\n",
			"Bärhalten\n",
			"Füdlen\n",
			"Ferienhaus Schumacher\n",
			"Feldershütte\n",
			"Suter Bruno\n",
			"Lunnis Hütte\n",
			"Ober Schienboden\n",
			"Unter Schienboden\n",
			"Betscharts Hütte\n",
			"Wolfsbüel\n",
			"Oberist Hütte\n",
			"Hansis\n",
			"Betschart Erich\n",
			"Butzen\n",
			"Sulzboden\n",
			"Untere Hütte\n",
			"Egglihütte\n",
			"Betschart Theodor\n",
			"Schelbert Simon\n",
			"Ebnenmatt\n",
			"Flöschen\n",
			"Restaurant Roggenloch\n",
			"Oberes Roggenloch\n",
			"Heiris\n",
			"Äbnenmatt\n",
			"Dräckloch\n",
			"Wegscheide\n",
			"Chalberloch\n",
			"Hinterist Hütte\n",
			"Wallis\n",
			"Untere Flöschen\n",
			"Zingel\n",
			"Betschart Werner\n",
			"Gschwändhütte\n",
			"Mittlere Weid\n",
			"Sittiweid\n",
			"Unteres Gschwend\n",
			"Oberes Gschwend\n",
			"Hedigers Hüttli\n",
			"Obere Jentenen\n",
			"Untere Jentenen\n",
			"Vordere Rotmatt\n",
			"Hintere Rotmatt\n",
			"Unteres Plattenweidli\n",
			"Riedmattli\n",
			"Unterer Stock\n",
			"Oberer Stock\n",
			"Planggstock\n",
			"Bodenlosen\n",
			"Ulrich Konstantin\n",
			"Plätsch\n",
			"Fruttlers Hütte\n",
			"Chubis\n",
			"Vorderste Hütte\n",
			"Imhof Albert\n",
			"Japanesenhütte\n",
			"Eigeli\n",
			"Guggelers Hütte\n",
			"Bietli\n",
			"Hütte Kleeb\n",
			"Alphütte Kessleren\n",
			"Schulhaus Moos\n",
			"Drusberghütte\n",
			"Gasthaus Kaiserstock\n",
			"Seilbahn Käppeliberg-Spilau\n",
			"Restaurant Truckstop Distel\n",
			"Landgasthaus Ochsen\n",
			"Restaurant Biberegg\n",
			"Fabrik und Wohnung\n",
			"Gasthaus Mostelberg\n",
			"Ferienhütte\n",
			"Restaurant Schornen\n",
			"Hütte Brunnerenstock\n",
			"Schulhaus Seerüti\n",
			"Ilgenmatt\n",
			"Schulhaus Christophorus\n",
			"Schulhaus Rubiswil\n",
			"Geschäfter\n",
			"Hochstuckli\n",
			"Schulhaus Herrengasse\n",
			"Krone\n",
			"Linde\n",
			"Bezirksverwaltung\n",
			"Restaurant Stalden\n",
			"Jugendheim\n",
			"Ausgleichskasse\n",
			"Sportanlage Wintersried\n",
			"Alp/Müsli/Ibergeregg\n",
			"Isentobelhütte\n",
			"Aula/Wohnung Hauswart\n",
			"Bleikenboden\n",
			"Hüttli\n",
			"Haggen\n",
			"Alphütte (Schnapshütte)\n",
			"Trakt 1\n",
			"Bahnhofsgebäude\n",
			"Rest. Adelboden\n",
			"Frauholzring\n",
			"Landwirtschaftliches Gebäude\n",
			"Rubenen\n",
			"Stationsgebäude SOB\n",
			"Kitzi\n",
			"Waldhütte\n",
			"Gbd.-Nr. 797\n",
			"Gbd.-Nr. 391\n",
			"Gbd.-Nr. 487\n",
			"Gbd.-Nr. 462 Hotel Ybrigerhof\n",
			"Gbd.-Nr. 514\n",
			"Gbd.-Nr. 473\n",
			"Gbd.-Nr. 472\n",
			"Gbd.-Nr. 443\n",
			"Gbd.-Nr. 533\n",
			"Gbd.-Nr. 537\n",
			"Gbd.-Nr. 796\n",
			"Gbd.-Nr. 24 Restaurant Sihltal\n",
			"Gbd.-Nr. 712 Gasthof Schützenstube\n",
			"Gbd.-Nr. 1375 Restaurant Höfli\n",
			"Gbd.-Nr. 1389 Alphütte Laueli\n",
			"Gbd.-Nr. 1407 Wohnhaus Wang\n",
			"Gbd.-Nr. 1193 Ferienhütte Marty Kurt\n",
			"Gbd.-Nr. 1428 Alphütte (Kälin-Reichmuth)\n",
			"Gbd.-Nr. 1427 (Kryenbühl-Laimbacher)\n",
			"Gbd.-Nr. 1424 (Fässler Adolf)\n",
			"Gbd.-Nr. 1421 Alpgebäude (Bless)\n",
			"Gbd.-Nr. 1423 Alpgebäude (Fässler Benno)\n",
			"Gbd.-Nr. 1430 Alpgebäude (Fässler Ruedi)\n",
			"Gbd.-Nr. 1420 Alpgebäude (Marty Walter)\n",
			"Gbd.-Nr. 1418 Alphütte (Holdener Erwin)\n",
			"Gbd.-Nr. 1417 Alpgebäude (Wiget Agnes)\n",
			"Gbd.-Nr. 1416 Alpgebäude (Fässler Franz)\n",
			"Gbd.-Nr. 1415 Alpgebäude (Ott-Wiget)\n",
			"Gbd.-Nr. 1449 Alphütte\n",
			"Gbd.-Nr. 1444 Alphütte Höcheggen\n",
			"Gbd.-Nr. 1438 Alphütte\n",
			"Gbd.-Nr. 1437 Alpgebäude mittl. Schrot\n",
			"Gbd.-Nr. 1459 Alphütte Wäni\n",
			"Gbd.-Nr. 1502 Alpgebäude\n",
			"Gbd.-Nr. 1500 Alphütte\n",
			"Gbd.-Nr. 1488 Alpgebäude\n",
			"Gbd.-Nr. 1496 Ferienhaus\n",
			"Gbd.-Nr. 1494 Alphütte\n",
			"Gbd.-Nr. 1492 Alpgebäude\n",
			"Gbd.-Nr. 1491 Alphütte Steieggeli\n",
			"Gbd.-Nr. 1489 Ferienhütte m. Stall Riva\n",
			"Gbd.-Nr. 1483 Alpgebäude\n",
			"Gbd.-Nr. 1478 Alpgebäude\n",
			"Gbd.-Nr. 1479 Alpgebäude\n",
			"Gbd.-Nr. 1480 Alpgebäude\n",
			"Gbd.-Nr. 1477 Alphütte\n",
			"Gbd.-Nr. 1466 Alpgebäude Fuchs Ferdi\n",
			"Gbd.-Nr. 1471 Alpgebäude (Marty Paul)\n",
			"Gbd.-Nr. 1464 Stall\n",
			"Gbd.-Nr. 1485 Alpgebäude Fuchs / Kuriger\n",
			"Gbd.-Nr. 1469 (Fuchs Ferdi)Alpgebäude\n",
			"Gbd.-Nr. 1473 (Paul Marty)Alphütte\n",
			"Gbd.-Nr. 1474 (Schelbert)Alphütte\n",
			"Gbd.-Nr. 1467 (Fuchs F. / Marty M. Alpge\n",
			"Gbd.-Nr. 1484 Alpgebäude Fuchs/Kuriger\n",
			"Gbd.-Nr. 1475 (Fläschen)Alphütte\n",
			"Gbd.-Nr. 1462\n",
			"Hotel-Restaurant Rössli\n",
			"Büro-Wohntrakt\n",
			"Sennerei mit Wohnung\n",
			"Geschäftslokal und Wohnungen\n",
			"Schulhaus 1991\n",
			"Bankgebäude mit Wohnungen\n",
			"Einstellhalle mit Wohnungsaufbau\n",
			"Autohalle gedeckt\n",
			"Betagtenheim\n",
			"Industriegebäude\n",
			"Fabrikgebäude m. Büros u. Wohnungen\n",
			"Fabrik- und Lagergebäude\n",
			"Wohn- u. Geschäftshaus\n",
			"Schweinestall\n",
			"Kantine mit Wohnung\n",
			"Industrie- und Lagergebäude\n",
			"Hotel-Restaurant Schlüssel mit Wohnungen\n",
			"Büro- und Lagergebäude\n",
			"Spycher mit Kleinwohnung und Garage\n",
			"Ferienhaus (Der obere Wald)\n",
			"Berghäuschen (Herbrigsmatt)\n",
			"Berggasthaus SAC\n",
			"Institut für Präventivmedizin\n",
			"Hoteltrakt (Alt- u. Neubau)\n",
			"Personalhaus und Trockenraum\n",
			"Wohn- und Geschäftshaus Alpenblick\n",
			"Hotel-Restaurant Treff Regina Titlis\n",
			"Zweifamilienhaus\n",
			"Schlachthaus / Wohnhaus\n",
			"Sportschule: Zimmertrakt mit Wäscherei\n",
			"Kloster mit Kirche\n",
			"Hallen- u. Freiluftbad\n",
			"Restaurant Flühmatt\n",
			"Wohn- und Werkstattgebäude\n",
			"Werkstattgebäude mit Wohnung\n",
			"Industrie-und Gewerbegebäude\n",
			"Wohnhaustrakt zusammengeb.\n",
			"Wohn- u. Bürogebäude\n",
			"Industriegebäude m. Wohnung\n",
			"Wohn- u. Gewerbegebäude\n",
			"Einfamilienhaus m. Holzhüttenanbau\n",
			"Berufs- und Weiterbildungszentrum\n",
			"Stall-Haus\n",
			"Bergrestaurant m. Zimmern u.\n",
			"Ski-Haus\n",
			"Restaurant Giswilerstock\n",
			"Einfamilienhaus zusammengeb.\n",
			"Gewerbebau mit Wohnung\n",
			"Bürogebäude + Werkhalle\n",
			"Werkhalle mit Wohnung\n",
			"Schreinerei mit Ausstellung\n",
			"Zweifamilienhaus m. Kleinwohnung\n",
			"Gasthaus 'Rose'\n",
			"Gewerbegebäude m. Büros u. Wohnungen\n",
			"Gasthaus Turm\n",
			"Einfamilienhaus m. Magazin\n",
			"Werkstattgebäude m. Büros u. Wohnung\n",
			"Schreinerwerkstatt mit Wohnungen\n",
			"Gasthaus Alpenblick\n",
			"Schulhaus m. Turnhalle\n",
			"Schreinerei mit Wohnung\n",
			"Dependence mit Garagenanbau\n",
			"Ferienhaus mit Restaurant\n",
			"Talstation Balmeregghorn\n",
			"Hotel-Restaurant \"Posthuis\"\n",
			"Ferien-Mehrfamilienhaus\n",
			"Hotel-Restaurant\n",
			"Industriegebäude zusammengeb.\n",
			"Werkhof Foribach\n",
			"Werk- u. Lagerhalle m. Büros u. Wohnung\n",
			"Schulhaus St. Niklausen\n",
			"Empfangshaus\n",
			"Hotel Melchsee Nr. 7\n",
			"Alpstall Chlingen\n",
			"Bahnhofgebäude mit Wohnung\n",
			"Wohnhaus (altes Schulhaus)\n",
			"Nebengebäude mit Whg\n",
			"Mehrfamilienhaus mit Werkstatt\n",
			"Gemeinschaftshaus\n",
			"Geschäfts-Wohnhaus\n",
			"Restaurant Bahnhnöfli\n",
			"Ferienhaus mit Stall 859\n",
			"Bürogebäude 2/NH Akustik + Design AG\n",
			"Stall mit Zimmer\n",
			"Berghäuschen 1147\n",
			"Berghäuschen 1432\n",
			"Berghaus 973\n",
			"Berghaus 1160\n",
			"Stall mit angebautem Berghaus 1218\n",
			"Stall mit Wohnanteil 2005\n",
			"Nebengebäude mit Ferienwohnung\n",
			"Stall mit Häuschenanbau 846\n",
			"Scheune mit Häuschenanbau 847\n",
			"Stall mit Wohnteil 919\n",
			"Stall mit Wohnanteil 1015\n",
			"Stall mit Wohnteil 1016,1017,1018\n",
			"Ferienhaus mit Stallanbau 1889\n",
			"Platzhütte\n",
			"Wohnhaus mit Pensionszimmern\n",
			"Chalet Garni\n",
			"Restaurant mit Wohnungen\n",
			"Hotelanbau mit Wohnung\n",
			"Zusammengeb. Einfamilienhaus\n",
			"Halle 1 und Halle 2 mit Wohnungen\n",
			"Turnhalle Türli\n",
			"Gast- und Wohnhaus\n",
			"Schulhaus Mattli m. Zivilschutzanlage\n",
			"Einfamilienhaus angebaut\n",
			"Werkstatt mit Wohnungsaufbau\n",
			"Gasthaus Peterhof\n",
			"Gasthaus Landenberg\n",
			"Kantonsspital\n",
			"Professorenheim\n",
			"Restaurant mit Büros und Wohnung\n",
			"Expressbuffet-Anlage\n",
			"Obwaldnerhof\n",
			"Gasthaus Linde\n",
			"Heimatmuseum\n",
			"Wohnhaus m. Werkstatt u. Ladenanbau\n",
			"Hotel-Restaurant \"Krone\"\n",
			"Truppenunterkunft mit Wohntrakt\n",
			"Zeughaus\n",
			"Hotel-Restaurant Kurhaus\n",
			"Hölzli\n",
			"Murhof\n",
			"Balgen\n",
			"Mehrfamilienhaus m. Restaurant\n",
			"Büro- u. Verwaltungsgebäude\n",
			"Restaurant mit Bar und Cabaret\n",
			"und Wohnungen sowie\n",
			"Werkhalle angebaut; 1. Etappe\n",
			"Wohn- und Geschäftshaus (Nordbau)\n",
			"Fischzuchtanstalt mit 1 Wohnung\n",
			"Gewerbegebäude mit Büro/Wohnung\n",
			"Wohnhaus mit 2 Wohnungen, Geschäft\n",
			"Geschäftshaus mit Wohnung, Werkstatt\n",
			"Werkstattgebäude mit Büro und Wohnung\n",
			"Pension mit Wohnung\n",
			"Geschäftshaus mit 2 Wohnungen\n",
			"Gasthaus mit 1 Wohnungen\n",
			"Wohnhaus mit 5 Wohnungen\n",
			"Berggasthaus, Lagerkeller, Garage\n",
			"Wohnhaus mit 3 Wohnungen\n",
			"Wohnhaus mit 3 Wohnungen, Werkstatt\n",
			"Ersatzbau Meiensäss / NW Fr. 29'000.--\n",
			"Wohnungs-Teil\n",
			"Speicher mit Wohnung\n",
			"Werkhof mit Magazinanbau, Unterkunft\n",
			"Büro- u. Ausstellungsräume, Werkstatt\n",
			"Werkstattgebäude, Wohnung, Büros\n",
			"Sägerei, Schreinerei mit 2 Wohnungen\n",
			"Wohnhaus mit Praxis\n",
			"Gasthaus mit 6 Wohnungen\n",
			"Alterswohnheim Buochs\n",
			"4 Wohnungen und Arztpraxis\n",
			"Wohnhaus mit 6 Wohnungen\n",
			"Gasthaus Sternen, Wohnung\n",
			"Talstation mit Wohnung\n",
			"Gasthaus mit Wohnung, Geschäft\n",
			"Restaurant mit 1 Wohnung\n",
			"Wohngebäude, Praxis, Werkstattanbau\n",
			"Lagerrräume, Wohnungsaufbau\n",
			"Wohnhaus, Käserei, Kühlräume\n",
			"Wohnhaus mit 2 Wohnungen\n",
			"Klubhaus\n",
			"Berggasthaus, Ökonomiegebäude\n",
			"Ferienhaus mit Massenlager\n",
			"Talstation, Ökonomiegebäude\n",
			"Garage mit Lager\n",
			"Mehrzweckanlage mit Wohnung\n",
			"Ski-und Clubhaus\n",
			"Gasthaus mit 1 Wohnung, Lagerschopf\n",
			"Massenlager Gaden\n",
			"Wohnhaus mit 12 Wohnungen\n",
			"Wohnhaus mit 12 Wohnungen, Garagen\n",
			"Wohnhaus 1/2 Anteil m. Geb. 237\n",
			"Alpstall 1/2 Anteil\n",
			"Alphütte 1/2 Anteil\n",
			"Alpstall mit Hirtwohnung\n",
			"Kindergarten, Schulgebäude 1\n",
			"Geschäftshaus mit 1 Wohnung\n",
			"Gemeindehaus mit 1 Wohnung\n",
			"Restaurant mit 2 Whg. / Einzelzimmer\n",
			"Wohnhaus, Werkstattgebäude\n",
			"Wohnhaus mit 2 Wohnungen, Büro\n",
			"Wohnhaus mit 8 Wohnungen\n",
			"Geschäftshaus mit Wohnung\n",
			"Wohnhaus, Büros, Werkstatt, Lagerraum\n",
			"Autoreparaturwerkstatt\n",
			"Produktionsgebäude mit Büro u. Wohnung\n",
			"Personalhaus \"Residence Titlis A\"\n",
			"Personalhaus \"Residence Titlis B\"\n",
			"Autogarage mit 2 Wohnungen\n",
			"Bürogebäude/Gipsmuseum\n",
			"Autowerkstatt mit 3 Wohnungen\n",
			"Verwaltungsgebäude mit Wohnung\n",
			"Werkhalle mit 2 Wohnungen, Büros\n",
			"Stationsgebäude mit 1 Wohnung\n",
			"Wohnhaus mit Studios\n",
			"Schmiede mit 1 Wohnung\n",
			"Personalhaus Julia\n",
			"Oberstufenschulhaus, Turnhalle\n",
			"Bürogebäude mit Lager\n",
			"Wohnhaus mit 1 Wohnung\n",
			"Pension Alpgschwänd\n",
			"Wohnhaus mit 6 Wohnungen, Geschäft\n",
			"Wohnhaus mit 2 Wohnung und Büro\n",
			"Seehus II mit Wohnung\n",
			"Wohn- und Gewerbegebäude\n",
			"Gebäude mit Kurslokalen, Zimmerausbau\n",
			"Wohnhaus mit Schweinestall, Garagen\n",
			"Wohnhaus, Scheune\n",
			"Gasthof mit 1 Wohnung, Kegelbahn\n",
			"Schulhaus mit Anbau\n",
			"Werkstätte, Ausstellung, Wohnhaus\n",
			"Schulhaus mit 1 Wohnung\n",
			"Restaurant mit 2 Wohnungen\n",
			"Wohnhaus mit Anbau, Wintergarten\n",
			"Sennerei Käsekeller, Einstellraum Stalla\n",
			"Alpstall mit Hirtwohnung Remisen, Offen\n",
			"Wohnhaus Alp\n",
			"Bergstation mit Lager und Wohnung\n",
			"Hotel mit Wohnungen\n",
			"Gemeindewerkhof, Wohnhaus\n",
			"Fabrikation/Verwaltung, 2 Wohnungen\n",
			"Fabrikationsgebäude, Überdachung\n",
			"Gewerbehaus mit Wohntrakt\n",
			"Carrosseriewerkstatt mit Wohnung\n",
			"Werkstattgebäude mit Büro und Salon\n",
			"Gewerbegebäude, Wohnung und Büro\n",
			"Wohnhaus mit 10 Wohnungen\n",
			"Wohnhaus, Käslager\n",
			"Wohnhaus mit 3 Wohnungen, Geschäft\n",
			"Aula mit 1 Wohnung\n",
			"Bahnhofgebäude mit Wohnung, Kiosk\n",
			"Wirtschaft zur Rosenburg (Höfli)\n",
			"Geschäftshaus mit 5 Wohnungen\n",
			"Wohn- und Geschäftshaus mit 2 Wohn.\n",
			"Wohnhaus mit 7 Studios\n",
			"Wohnhaus mit 5 Wohnungen, Laden\n",
			"Ladenlokal, Wohnhaus mit 2 Wohnungen\n",
			"Verwaltungsgebäude und 1 Wohnung\n",
			"Atelier, Wohnhaus, Magazinanbau\n",
			"Geschäftshaus (Rest. Schlüssel)\n",
			"Gasthaus mit 1 Wohnung\n",
			"Werkstatt- und Bürogebäude mit Wohnung\n",
			"West (unterhalb Strasse)\n",
			"Haus Linde\n",
			"Bürogebäude mit 1 Wohnung\n",
			"Autoreparaturwerkstatt, Wohnung\n",
			"Wohnhaus mit 3 Wohnungen, Laden\n",
			"Gewerbegebäude mit 3 Wohnungen\n",
			"Werkstatt mit 3 Wohnungen\n",
			"Studiowohnung\n",
			"Gebäude Mirage, Gewerbebereich\n",
			"Restaurant Allmendhuisli\n",
			"Wohnhaus mit 7 Wohnungen\n",
			"Bürogebäude mit Einstellhalle\n",
			"Gartenhaus mit 1 Wohnung\n",
			"Werkstatt mit Büro und 1 Wohnung\n",
			"Wohnhaus mit 1 Wohnung, Praxis\n",
			"Werkstatt mit 1 Wohnung, Tresorraum\n",
			"Wohnhaus mit Magazin\n",
			"Wohnhaus mit Wintergarten\n",
			"Fabrikgebäude mit Wohnung, Lager\n",
			"Schiffbauwerkstatt, Wohnung, Bootshaus\n",
			"Wohnhaus C1 mit 10 Wohnungen\n",
			"Wohnhaus mit 2 Wohnungen und Ladenfläche\n",
			"Wohnhaus mit 5 Wohnungen, Büro\n",
			"Wohnhaus mit 1 Wohnung, Büro\n",
			"Geschäftshaus mit 5 Wohnungen und Cafe\n",
			"Wohnhaus mit 6 Wohnungen und Büro\n",
			"Geschäftshaus mit 1 Wohnung, Halle\n",
			"Hotel, Restaurant\n",
			"Wohnhaus mit Lagerraum\n",
			"Clublokal mit Bootslager und Wohnung\n",
			"Wohnhaus mit 9 Wohnungen\n",
			"Schulhaus alt mit 1 Wohnung\n",
			"Feuerwehrmagazin mit 2 Wohnungen\n",
			"Verwaltung mit Station und Wohnung\n",
			"Personalhaus Dependance\n",
			"Wohnhaus, Kühlhaus und Oekonomiegebäude\n",
			"Hotel-Restaurant, Wirtewohnung\n",
			"Bürohaus mit Wohnung\n",
			"Sust Haus mit Wohnung\n",
			"Schreinerei, Malerei, EH, Wohnung\n",
			"Büro- und Gewerbegebäude mit 1 Wohnung\n",
			"Werkstatt mit 1 Wohnung, Werkhalle\n",
			"Sunnegüetli\n",
			"Mehrfamilienhaus mit 3 Wohnungen\n",
			"Wohnhaus, Heizzentrale, Silo\n",
			"Wohnhaus mit Geschäftsräumen\n",
			"Talstation Trübsee-Jochpass\n",
			"Gasthaus mit Wohnung\n",
			"ehemaliges Schulhaus\n",
			"Geschlossener Unterstand\n",
			"Bergstation Alt (parz. 745) Bergstation\n",
			"Lagerhalle mit Wohnung\n",
			"Kochhütte\n",
			"Unterfrittern HS Haus/Schopf\n",
			"2-Familienhaus\n",
			"Wohngebäude mit Lager\n",
			"Polizeigebäude mit Wohnungen\n",
			"Pfarreiheim mit Wohnung\n",
			"Wohngebäude mit Büros\n",
			"Werkstatt + Magazin\n",
			"Kino mit Wohnung\n",
			"Wohngebäude mit Läden\n",
			"17-Familienhaus\n",
			"Auto-Reparaturwerkstatt\n",
			"Wohngebäude / Versammlungslokal\n",
			"Büro- + Werkstattgebäude\n",
			"Kantinen-+ Garagengebäude\n",
			"Nebenbau mit Wohnung\n",
			"4-Familienhaus\n",
			"Wohnhaus mit Büros\n",
			"Autospritzwerk mit Wohnung\n",
			"Auto-Werkstatt mit Wohnung\n",
			"Autospenglerei mit Wohnung\n",
			"Verwaltungs- und Aulatrakt\n",
			"Lagerhaus mit Wohnungen\n",
			"Büro-und Wohnhaus\n",
			"Wohn-und Gewerbebau\n",
			"3-Familienhaus mit Werkstatt\n",
			"Wohngeb. mit Räumen\n",
			"6-Familienhaus\n",
			"Saalbau\n",
			"Gärkeller\n",
			"Fabrikationsgebäude/Büro/Wohnung\n",
			"Fabrikgebäude/Wohnung/Büro\n",
			"Gewerbe + Wohnhaus\n",
			"Büro / Lagergebäude / Wohnung\n",
			"Hallen- + Freibad Lättich\n",
			"Pneu-Service\n",
			"Wohn- + Geschäftshaus\n",
			"Wohnhaus / Mehrzweckgebäude\n",
			"Gasthaus Schmidtli\n",
			"Gasthaus Bauernhof\n",
			"Turbinen-u.Maschinenhaus\n",
			"Bowlingcenter und Lager\n",
			"Büro-+Betriebsgebäude\n",
			"Schulhaus (altes)\n",
			"Wettingerhaus\n",
			"Materialschopf\n",
			"Wochenendhaus\n",
			"Gewerbebau/Einstellhalle\n",
			"Wohnheim\n",
			"7-Familienhaus\n",
			"2-Familienhaus mit Garage\n",
			"Werkstatt-+ Bürogebäude\n",
			"Werkstatt mit Wohnung\n",
			"Nebengebäude mit Wohnung\n",
			"Wohnhaus / Gewerbebetrieb\n",
			"Gewerbebau\n",
			"Bahnwärterhaus Litti\n",
			"Restaurant Rabe\n",
			"Schule\n",
			"Restaurant und Bürohotel\n",
			"Restaurant Zollhaus\n",
			"Pfarramt\n",
			"2-Familienhaus/Magazin\n",
			"Hotel Ochsen\n",
			"Restaurant Gubel\n",
			"Alte Villa\n",
			"Büro- + Garagengebäude\n",
			"Bürogebäude M/Wohnung\n",
			"Rathaus / Einstellhalle / Zivilschutz\n",
			"Einfamilienhaus + Einstellhalle\n",
			"Bar, Wohnungen\n",
			"Restaurant Hirschen mit Wohnungen\n",
			"Korporation Oberägeri\n",
			"Wohngebäude\n",
			"Schulrektorat und Wohnung\n",
			"Sennerei Rämsli\n",
			"Gasthaus Buchwäldli\n",
			"4-Familienhaus mit Werkstatt\n",
			"Fabrikations- u. Lagerhalle\n",
			"Restaurant Schmidte\n",
			"Wohnhaus Hüsli\n",
			"Wohnhaus Tanneck\n",
			"Gewerbebau mit 2 Wohnungen\n",
			"Einfamiliienhaus\n",
			"Mehrfamilienhaus mit Gewerbe\n",
			"Mehrfamilienhaus mit Büro\n",
			"Mehrfamilenhaus mit Gewerbe\n",
			"Betriebsgebäude WESt\n",
			"Gewerbehaus mit Wohnung\n",
			"Wohn-+Geschäftshaus & Autoeinstellhalle\n",
			"Werkstatt Mit Wohnung\n",
			"Autoeinstellh.M/Wohnungen\n",
			"2-Familienh./Werkstatt\n",
			"Wohnhaus Mit Werkstatt\n",
			"Schulheim\n",
			"Wohn-U.Geschäftsh.M/Rest\n",
			"Wohnhaus Mit Bankbüro\n",
			"Dorf-Cafe\n",
			"Ferien- + Bootshaus\n",
			"Restaurant Schützen\n",
			"Clubhaus mit Tribüne\n",
			"Zimmerei-Werkstatt mit Wohnung / Büro\n",
			"Wasch-Brennhaus\n",
			"Seerestaurant\n",
			"Gewerbebau Mit Wohnung\n",
			"Wohnh./Läden/Praxis/Rest.\n",
			"Gaumerhaus\n",
			"Restaurant Rigiblick\n",
			"Wohnhaus m. Laden\n",
			"St. Michaelshof\n",
			"Wohntrakt West 2\n",
			"3- Familienhaus\n",
			"Restaurant Aklin + Geschäftshaus\n",
			"Wohnhaus mit Büro + Laden\n",
			"Schulhaus Burgbach\n",
			"Kunsthaus\n",
			"Wohnhaus + Gewerbebetrieb\n",
			"Wohn- u. Bürohaus GÜPFEN\n",
			"Wohn- + Gewerbebau\n",
			"Geschäftshaus / Wohnungen\n",
			"Cafe Platzmühle\n",
			"Wohnhaus mit Kindergarten Daheim\n",
			"Gasthaus Röthelberg\n",
			"Wohngebäude m. Büros\n",
			"Kindergarten mit Wohnung\n",
			"Wohn- + Geschäftshaus / Trafostation\n",
			"Verwaltungsgebäude m. Wohnung\n",
			"Wohn- + Geschäftshaus Katharinahof\n",
			"Kinderkrippe\n",
			"Wohn- und Geschäftshaus, Metalli\n",
			"Wohn- + Geschäftshaus Metalli 1\n",
			"Wohn- + Geschäftshaus Urania-Haus\n",
			"Wohngebäude mit Laden Lauriedhofweg 1-5\n",
			"Wohn- und Geschäftshaus/ Metzgerei\n",
			"Wohnhaus mit Ausstellung + Coiffeur\n",
			"Werk Oberallmendstrasse Bau 19 + 19-b\n",
			"Wohnhaus mit Gewerbe, Schreinerei\n",
			"Fabrikations-+ Bürogebäude\n",
			"Wohn- & Geschäftshaus / Trafostation\n",
			"Wohn- / Geschäftshaus\n",
			"Sporttrakt und Schwimmbad\n",
			"Wohn- und Geschäftshaus mit Autoeinstell\n",
			"Restaurant Brandenberg\n",
			"Gewerbebau mit Wohnung/Trafostation K\n",
			"Wohn- + Geschäftshaus Metalli 2\n",
			"Wohn -und Geschäftshaus\n",
			"Restaurant Widder\n",
			"Wohngebäude m. Büro\n",
			"Schulhaus Maria Opferung\n",
			"Büro- u. Geschäftshaus\n",
			"Wohn- + Geschäftshaus Pilatushof\n",
			"WGH Poststr. 11\n",
			"Wohn- + Bürogebäude / Einstellhalle\n",
			"Trainings-Eishalle und Curlingrinks\n",
			"Turnhalle, Burgbach\n",
			"Wohn-/Oekonomiegebäude\n",
			"Mehrzweckgebäude mit Atelier und Läden\n",
			"ref. Kirchgemeindezentrum mit Wohnungen\n",
			"Wohn- und Geschäftshaus Teil West\n",
			"Wohn- und Geschäftshaus Teil Ost\n",
			"Wohngebäude mit Magazin\n",
			"Bâtiment communal\n",
			"Café Le Grenier\n",
			"Usine\n",
			"Hôtel de la Gare\n",
			"Centre agricole\n",
			"Hôtel de l'Ange\n",
			"Auberge communale\n",
			"Buvette du Cygne\n",
			"Café de la Croix-Fédérale\n",
			"Café du Tilleul\n",
			"La Ferme\n",
			"Le Café Auberge Communale\n",
			"Auberge de l'Union\n",
			"Institut Les Fauvettes\n",
			"Centre scolaire\n",
			"Café-Restaurant\n",
			"Maison de Ville\n",
			"Ecole primaire\n",
			"Champ Chanoz\n",
			"Halle d'exposition\n",
			"Halle - Garage camions\n",
			"La Cure\n",
			"L'Ecole\n",
			"Café de la Croix-d'Or\n",
			"Ancienne Laiterie\n",
			"Auberge du Rendez-Vous\n",
			"Café-Rest. du Lion d'Or\n",
			"Tea-Room La Caravelle\n",
			"Café de la Gare\n",
			"Boulangerie\n",
			"Café du Raisin\n",
			"Relais du Lion d'Or\n",
			"La Gare\n",
			"Tanklager\n",
			"Laiterie\n",
			"école\n",
			"Maison Griset\n",
			"école enfantine\n",
			"école des filles\n",
			"Lady's Manor\n",
			"Auberge de la Couronne\n",
			"La Laiterie\n",
			"Ancienne Ecole\n",
			"Ancienne école\n",
			"Ancien bûcher\n",
			"Garage du Lac\n",
			"La Gendarmerie\n",
			"La Rôtisserie\n",
			"Orphelinat\n",
			"Café de l'Union\n",
			"Laiterie-Haut\n",
			"Gendarmerie\n",
			"Café Croix Blanche\n",
			"Station de contrôle\n",
			"Ancien grenier\n",
			"Menuiserie\n",
			"Café\n",
			"Auberge du Pélerin\n",
			"Ancienne laiterie\n",
			"Ecole Secondaire\n",
			"Monastère\n",
			"Maison d'école\n",
			"Hôtel de Ville\n",
			"Trieur\n",
			"La Chapellenie\n",
			"Ecole Ménagère\n",
			"Entre Terre et Mer\n",
			"Garage de la Glâne\n",
			"Bâtiment scolaire\n",
			"Banque\n",
			"La Chaumière\n",
			"Boucherie\n",
			"Restaurant du Reposoir\n",
			"Arcadie\n",
			"La Forge\n",
			"Café du Cercle régional\n",
			"Fromagerie\n",
			"Café Agricole\n",
			"Restaurant de l'Olivier\n",
			"Café St-Bernard\n",
			"Auberge du Gibloux\n",
			"Auberge de l'Ange\n",
			"La Coccinelle\n",
			"Gare Monbovon\n",
			"Dépôt MOB Monbovon\n",
			"Sous-station électrique\n",
			"Hôtel de Jaman\n",
			"Gare MOB d'Allières\n",
			"Gare MOB Les Cases\n",
			"Gare MOB Les Ciernes\n",
			"Gare/GFM\n",
			"Garage Neirivue\n",
			"Auberge du Lion d'Or\n",
			"Garage d'Ogoz\n",
			"Auberge Saint-Pierre\n",
			"Hôtel du Chamois\n",
			"Hôtel Broc'aulit\n",
			"Restaurant de la Tour\n",
			"Hôtel du Vanil Noir\n",
			"Administration communale\n",
			"Restaurant Les Remparts\n",
			"Hôtel La Fleur de Lys\n",
			"Hostellerie St-Georges\n",
			"Hostellerie des Chevaliers\n",
			"Restaurant La Croix Blanche\n",
			"Restaurant Les Vernes\n",
			"Restaurant La Pierre-à-Catillo\n",
			"Local du feu\n",
			"Restaurant de la Casa\n",
			"Hotel zum Wasserfall\n",
			"Hotel Hochmatt\n",
			"Bärghus Gastlosen\n",
			"Admin. communale / Ecole\n",
			"La Grangette\n",
			"Manège\n",
			"Restaurant Gruyérien\n",
			"Restaurant de la Gare\n",
			"Ecole de Montbarry\n",
			"Laiterie-Fromagerie\n",
			"Tea-room Trois Trèfles\n",
			"Centre Commercial\n",
			"La Poste\n",
			"Centre communal\n",
			"Restaurant Croix-Blanche\n",
			"Chalet alpage\n",
			"Hôtel de la Couronne\n",
			"Rest. Cercle des Agriculteurs\n",
			"La Scierie\n",
			"Centre d'entretien routes nationales\n",
			"Garage des Ponts\n",
			"Hôtel La Croix Verte\n",
			"Garage des Colombettes\n",
			"Centre vacances L'Ondine\n",
			"Chalet Ulla\n",
			"Home de l'Intyamon\n",
			"Garage de la Gare\n",
			"Gare de GrandVillard\n",
			"Station service - Garage de la Gare\n",
			"Entrée principale camping\n",
			"Hôtel Berra\n",
			"Pinte des Mossettes\n",
			"Forge\n",
			"Café du Chêne\n",
			"Centre de vacances Les Dents Vertes\n",
			"Colonie du Petit Plan\n",
			"Chalet d'alpage\n",
			"Chalet de la Leyte\n",
			"Auberge Trois Sapins\n",
			"Epicerie\n",
			"Auberge de l'Ecu\n",
			"Café de l'Etoile\n",
			"Café du Mouton\n",
			"Garage des Sources\n",
			"Garage du Chêne\n",
			"Restaurant du Chêne\n",
			"Auberge du Château\n",
			"Maison communale\n",
			"Cure\n",
			"Restaurant Le Centurion\n",
			"Foyer St. Camille\n",
			"Mission Polonaise\n",
			"Hôtel La Chaumière\n",
			"Hôtel Aigle Noir\n",
			"Maison communale / Ecole\n",
			"Café du Pafuet\n",
			"Ancienne école\n",
			"Laiterie de Senèdes\n",
			"Auberge de la Croix Blanche\n",
			"Café de la Glâne\n",
			"Villa Beata\n",
			"Ecole de Cormanon\n",
			"Bâtiment administratif\n",
			"Restaurant Saint-Claude\n",
			"Ecole communale\n",
			"Ecole des filles\n",
			"Restaurant de l'Etoile\n",
			"Restaurant Le Chevreuil\n",
			"Aux Quatre Vents\n",
			"Hôtel de la Cigogne\n",
			"Café Auberge\n",
			"Foyer Horizon\n",
			"Ecole de Barberêche\n",
			"Café St-Maurice\n",
			"Ecole libre\n",
			"Auberge Croix Blanche\n",
			"Bureaux\n",
			"Restaurant Buffet de la Gare\n",
			"Moulin agricole Courtepin\n",
			"Restaurant Cheval Blanc\n",
			"Alte Post\n",
			"Hotel Jura\n",
			"ehemliges Hotel Löwen\n",
			"Garage Schwander\n",
			"Hotel Hippel Krone\n",
			"Garage Hürlimann\n",
			"Pinte de Meyriez\n",
			"Freiburgstrasse 18b\n",
			"Restaurant zum Hecht\n",
			"Personenhaus\n",
			"Restaurant zum Baurernhof\n",
			"Restaurant zum Jäger\n",
			"Restaurant Bauernhof\n",
			"Hôtel Bel Air\n",
			"gendarmerie\n",
			"Réception \"Camping Les 3 Lacs\"\n",
			"Restaurant Blümlisalp\n",
			"Hotel zum roten Kreuz\n",
			"Mädchenschulhaus\n",
			"Knabenschulhaus\n",
			"BEO-Funpark\n",
			"Tea-Room Enzian\n",
			"Landgasthof Hirschen\n",
			"Restaurant zum Goldenen Kreuz\n",
			"Restaurant Mösli\n",
			"Ferienhaus Kaisereggblick\n",
			"Chalet Seeblick\n",
			"Chalet Bärghüttli\n",
			"Schulhaus Lichtena\n",
			"Chalet La Capanna\n",
			"B&B\n",
			"Behindertenheim Sonnegg\n",
			"Talstation Sesselbahn\n",
			"Tennisbuvette, Tennishalle\n",
			"Schwesternhaus\n",
			"Coiffeursalon\n",
			"Restaurant zum brenn.Herzen\n",
			"Senslerhof\n",
			"Viktor Schwallerhaus\n",
			"Pfarreihaus\n",
			"Sternen\n",
			"Alters- und Pflegeheim St. Martin\n",
			"Gasthof St. Jakob\n",
			"Café de l'Ange\n",
			"Collège\n",
			"Fondation Le Châtelet\n",
			"Café des Amis\n",
			"La Prairie A\n",
			"Centre sportif\n",
			"Ecole secondaire\n",
			"Bâtiment Voirie\n",
			"Camping Le Bivouac\n",
			"Chalet Le Robinson\n",
			"Kiosque\n",
			"Les Troncs\n",
			"Chalet Chavacots\n",
			"Immeuble Les Crêtes\n",
			"Immeuble les Crêtes\n",
			"Chalet Moly\n",
			"Immeuble La Palme d'Or\n",
			"Restaurant des XIII Cantons\n",
			"Sous les Preises\n",
			"Hotel Croix-Fédérale\n",
			"Halte de la Verrerie\n",
			"Restaurant du Sauvage\n",
			"Gare GFM\n",
			"Bar Oasis\n",
			"Cafe Fleur de Lys\n",
			"Café Cercle Saint-Gorgon\n",
			"Abri PC au n° 6\n",
			"Hôtel\n",
			"Garage Opel\n",
			"Fondation Buissonnets\n",
			"Fahrnisbaute\n",
			"Restaurant Hardeck\n",
			"Gasthof Ochsen\n",
			"Milchgenossenschaft\n",
			"MFH Rain Bünenrain\n",
			"Büro-Wohnhaus\n",
			"Restaurant Tiefmatt\n",
			"Berghof\n",
			"Kreisschule Abwartwohnung\n",
			"Einkaufszentrum mit Wohnungen\n",
			"Mühlehof\n",
			"Autocenter Herbetswil\n",
			"Turnhalle mit Abwartwohnung\n",
			"Geschäftsgebäude\n",
			"Skihütte Hauberg\n",
			"Sägerei / Zimmerei\n",
			"Restaurant Weyeneth\n",
			"Bürgerhaus/Arztpraxis\n",
			"Sonderschulheim Blumenhaus (altes)\n",
			"Hauptstrasse\n",
			"Studentenheim am Goetheanum\n",
			"Restaurant Schlosshof\n",
			"Haus Felicitas\n",
			"Anbau Atelier\n",
			"Jugendburg Rotberg\n",
			"Sternwarte\n",
			"Musikautomaten Museum\n",
			"Begegnungs-/Jugendzentr.\n",
			"Restaurant Ifenthal\n",
			"Stöckli/Einlegerwohnung\n",
			"Langstrasse 51a\n",
			"Restaurant Egge\n",
			"Restaurant Mohr\n",
			"Shisha Bar Eleven\n",
			"Restaurant Fähre (Bella Vista)\n",
			"restaurant Schiff\n",
			"Cabaret Galypso\n",
			"Restaurant Baselbieter\n",
			"Altes Bahnwärterhaus\n",
			"evang. ref. Kirche\n",
			"Turnhalle Kirchacker\n",
			"Park Forum Wylihof AG\n",
			"Unterkunft Asylbewerber\n",
			"Tannenheim\n",
			"Geschäftshaus mit Restaurant\n",
			"Wohnhaus und Garderobe\n",
			"Garagebetrieb\n",
			"Hotel, Restaurant, Kongresshotel\n",
			"Haldenschulhaus\n",
			"Lehrlingsheim\n",
			"Kino\n",
			"Aula\n",
			"Hauptstation\n",
			"Restaurant Chutz\n",
			"Skihaus\n",
			"Restaurant Engelberg\n",
			"Restaurant Salmen\n",
			"Rathskeller\n",
			"Hintereingang zu Marktgasse 35\n",
			"Nebeneingang zu Unterführungsstr. 29\n",
			"Nebeneingang zu Ringstr. 45\n",
			"Hintereingang zu Baslerstrasse 9\n",
			"Restaurant Feldeck\n",
			"Wohn und Geschäftshaus\n",
			"Tanzschule mit Wohnung und Garage\n",
			"Restaurant Chutz / Galerie\n",
			"Shisha-Bar\n",
			"Wengipark\n",
			"Leisttrakt\n",
			"Restaurant Neuhüsli\n",
			"Gasthof Reh\n",
			"Garage mit Teilweiser Wohnnutzung\n",
			"Restaurant Gasthof Engel\n",
			"Sporthalle\n",
			"Bezirksschulhaus\n",
			"Wohnhaus Sonnhalde\n",
			"Poschthuus\n",
			"Gasthof Kreuzstrasse\n",
			"Prov. Unterkunft\n",
			"SIG-Hus\n",
			"Ruosch Gruber Stiftung\n",
			"Kino-Theater Cinevox\n",
			"Schulhaus der Heilpäd. Schule\n",
			"Altes Neuhuuser-Stübli\n",
			"Pizzeria Rebstock/Corrà\n",
			"Kino Central / Rest. Oberhof\n",
			"Restaurant+Schiessanl.\n",
			"Restaurant Park\n",
			"Restaurant Schlössli Wörth\n",
			"Kant. Fischzuchtanstalt\n",
			"Block B\n",
			"Posthof\n",
			"ehemals Coiffeusalon\n",
			"Restaurant Steinenkreuz\n",
			"Randenhaus\n",
			"Autosilo\n",
			"z. Tanne\n",
			"Coop\n",
			"Zum Ritter / Hirschlein\n",
			"GEGA Schulhaus, ZS-Anlange\n",
			"Zum unteren Fels\n",
			"Schützenhaus\n",
			"Riet\n",
			"Breite Kleinkinderschule\n",
			"Pilgerbrunnen\n",
			"Geissberg Kindergarten\n",
			"Wohn- und Verwaltungsgebäude\n",
			"Gräfler Schulhaus\n",
			"Neutrotten Kleinkinderschule\n",
			"Trüllenbuck\n",
			"Strabushalle\n",
			"Rest. Gennersbrunnerhof\n",
			"Emmersberg - Turnhalle\n",
			"Gruben Kleinkinderschule\n",
			"Restaurant Gruben\n",
			"Hombergerhaus\n",
			"Bioenergie Schaffhausen AG\n",
			"Im Balist\n",
			"Zum grossen Engel\n",
			"Hohberg Schulhaus\n",
			"Rest. Schweizerhof\n",
			"Haberhaus\n",
			"ehemals Rest. Schaffhauserhof\n",
			"südl. Gebäude mit Whg.\n",
			"Wohn- und Lagergebäude\n",
			"Bleicheplatz 1\n",
			"Garagen und 3 Whg. darüber\n",
			"Kindergarten Sunnehüsli\n",
			"Restaurant Hohbrugg\n",
			"Coop/Bank\n",
			"Hemmler AG\n",
			"Schäfli\n",
			"Rest. Eisenbahn\n",
			"Bank- / Postgebäude\n",
			"Gasthaus zur Ilge\n",
			"Hotel Rheingerbe\n",
			"Jugenherberge\n",
			"Restaurant Almasi\n",
			"Mesmerhaus\n",
			"ehemaliges Restaurant\n",
			"Restaurant, Wohnung und Coiffeursalon\n",
			"bim Gwölb\n",
			"Restaurant Rossberghof\n",
			"Verwaltungsgebäude Storchen\n",
			"Altes Zollhäuschen\n",
			"Rest.Kronenbräu (2 sep.Eingänge für Whg)\n",
			"Bädli-Bar\n",
			"Rest.: Ristorante Il Pomodoro\n",
			"Café-Conditorei E. Zäch\n",
			"Realschulhaus\n",
			"Unterhaltsbetrieb Gemeinde Herisau\n",
			"Gutenberg-Zentrum\n",
			"Haus Windegg\n",
			"Saumstrasse 4\n",
			"Restaurant Hörnli\n",
			"Zum Hirschen\n",
			"Altersheim Pfand\n",
			"Restaurant Säntisblick\n",
			"Alp Chli Dürren\n",
			"Alp Grossbalmen\n",
			"Alp Grossbetten\n",
			"Alp Herrendürren\n",
			"Alp Hölzli\n",
			"Alp Hundwilerhöhi\n",
			"Alp Müllershöhi\n",
			"Alp Nusshalden\n",
			"Alp Wasserhöttli\n",
			"Alp Oberer Stofel\n",
			"Alp Unterer Stofel\n",
			"Alp Schranzer\n",
			"Alp Bächli\n",
			"Alp Riglen\n",
			"Alp Bellis\n",
			"Alp Chüesitz\n",
			"Alp Unterer Chamm\n",
			"Alp Oberer Chamm\n",
			"Alp Tanne\n",
			"Alp Streuehütte\n",
			"Alp Wasserhütte\n",
			"Alp Tosegg\n",
			"Alp Langgaden/Siebenhütten\n",
			"Alp Böheli\n",
			"Alp Than\n",
			"Alp Hinterer Zwei Gemmer\n",
			"Alp Vorderer Zwei Gemmer\n",
			"Alp Nettenfeld\n",
			"Alp Chalthütte\n",
			"Alp Spital\n",
			"Alp Langgaden/Gmeinenwiesen\n",
			"Kurhaus Sonnenberg\n",
			"Restaurant Landscheide\n",
			"Restaurant Fuchsacker\n",
			"Restaurant Bad Störgel\n",
			"Gemeindehaus Stein AR\n",
			"Brauerei / Restaurant\n",
			"Restaurant Hargarten\n",
			"Brauchtumsmuseum\n",
			"Alterssiedlung\n",
			"Stiftung Rosenhügel (Personalhaus)\n",
			"Restaurant Hüsli\n",
			"Alte Zwirnerei Saien\n",
			"Restaurant Frohe Aussicht\n",
			"Restaurant Trübeli\n",
			"Sonne-West\n",
			"Unterer Gäbris Wohnhaus\n",
			"Kreuzgarage\n",
			"Kath. Kirche/Pfarrhaus\n",
			"Schulhaus / Turnhalle\n",
			"Buche\n",
			"Birt\n",
			"Restaurant Alter Zoll\n",
			"Restaurant Blume\n",
			"Pension Alpenheim\n",
			"Hotel Garni Säntis\n",
			"Hotel/Restaurant Linde\n",
			"Restaurant Waldegg\n",
			"Restaurant Sand\n",
			"Behindertenheim\n",
			"Schulhaus West\n",
			"Büel\n",
			"Garni\n",
			"Restaurant Dancing\n",
			"Rehabilitationszentrum\n",
			"Restaurant Hecht\n",
			"Schulhaus Tobler\n",
			"Haus Hofbergli\n",
			"Gasthaus Traube\n"
			]
			},
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Restaurant Meldegg\n",
			"Moos 692\n",
			"Restaurant Bad Schönenbühl\n",
			"Restaurant Blumenau\n",
			"Restaurant zum Ruggisberg\n",
			"Werkhalle\n",
			"WOHNHAUS Bundesbaute\n",
			"HG des Baumeisterverbands\n",
			"Mosche\n",
			"Rest. Brückenwaage\n",
			"BANKGEBÄUDE MIT WOHNUNG\n",
			"Restaurant Waffenplatz\n",
			"MEHRFAMILIENHAUS\n",
			"TURNHALLE, TRUPPENUNTERKUNFT, LUFTS\n",
			"SCHULHAUS MIT LUFTSCHUTZKOMMANDO\n",
			"2363024\n",
			"INDUSTRIEGEBÄUDE MIT WOHNUNG\n",
			"STATIONSGEBÄUDE\n",
			"ABWARTHAUS\n",
			"Schulhaus \"D\" Turnhalle\n",
			"AUFNAHMEGEBÄUDE\n",
			"AUTOREPARATURWERKSTATT, GARAGE\n",
			"SCHULHAUS\n",
			"SCHULHAUS 2\n",
			"PFARREIGEBÄUDE MIT MESSMERHAUS\n",
			"KIRCHGEMEINDEHAUS\n",
			"WOHNHAUS MIT WERKSTATT\n",
			"SCHULGEBÄUDE SPEZIALRÄUME\n",
			"TURNHALLE, ZIVILSCHUTZRAUM-ANLAGE\n",
			"INSTITUTSGEBÄUDE\n",
			"WOHNHAUS\n",
			"INTERNAT\n",
			"GESCHÄFTSHAUS\n",
			"KINDERGARTEN\n",
			"WOHN- & GESCHÄFTSHAUS\n",
			"Restaurant Gartenhaus\n",
			"PFARRHAUS\n",
			"MEHRFAMILIENHAUS MIT WIRTSCHAFT\n",
			"HINTERGEBÄUDE (WERKST./BÜROS)\n",
			"HINTERGEBÄUDE\n",
			"GEWERBLICHE BERUFSSCHULE\n",
			"TEXTILMUSEUM\n",
			"WOHNHAUS MIT Restaurant\n",
			"WOHNHAUS MIT LADEN\n",
			"WOHN- UND GESCHÄFTSHAUS\n",
			"Wohnhaus / Laden Vero Moda\n",
			"WOHNHAUS MIT WIRTSCHAFT\n",
			"ZWEIFAMILIENHAUS MIT RESTAURANT\n",
			"HOTEL MIT RESTAURANT UND BAR\n",
			"MEHRFAMILIENHAUS MIT RESTAURANT\n",
			"MEHRFAMILIENHAUS MIT LADEN\n",
			"Löwen-Apotheke\n",
			"EHEMALIGES KATHARINENKLOSTER\n",
			"VERWALTUNGSGEBÄUDE\n",
			"SEKUNDARSCHULE\n",
			"KINO-CENTER MIT WOHNUNG\n",
			"Restaurant Linsebühl\n",
			"AUTOREPARATURWERKSTÄTTE, WOHNUNGEN\n",
			"TURNHALLE\n",
			"REST. \"PETER U. PAUL\"/PERSONALZIMMER\n",
			"SCHULHAUS MIT WOHNUNG\n",
			"KLEINKINDERSCHULE MIT WOHNUNG\n",
			"DIENSTGEBÄUDE\n",
			"Restaurant Zur Ilge\n",
			"WOHNHAUS MIT GARAGE\n",
			"PARREIHEIM\n",
			"Restaurant Grütli\n",
			"Kinderschutzzentrum\n",
			"PFARREISTUBE MIT WOHNUNG\n",
			"WERKHOF\n",
			"TURNHALLE MIT WOHNUNG\n",
			"MEHRFAMILIENHAUS, GARAGEANBAU\n",
			"SPEZIALKLASSENTRAKT\n",
			"MEHRFAM. MIT LADEN, ANBAU NORD\n",
			"Bar-Rest. o'Porto\n",
			"GARAGEN M. PNEULAGER U. SCHREINEREI\n",
			"Bahnhof Winkeln\n",
			"Restaurant Schw. Adler\n",
			"NÄHEREI + LAGER\n",
			"BETAGTENHEIM\n",
			"HINTERGEBÄUDE, LAGER 65M2, VERKAUF\n",
			"Gewerbehaus, Büro, Wohnen\n",
			"VERPACKUNGSBETRIEB MIT BÜROGEBÄUDE\n",
			"Reihenhaus\n",
			"REIHENEINFAMILIENHAUS\n",
			"WERKSTATT_BÜROGEBÄUDE\n",
			"Gebäude für Hundehaltung und Hundezucht\n",
			"1075051\n",
			"HINTERGEBÄUDE, LAGER\n",
			"Zwefamilienhaus mit Büro\n",
			"KONGRESSZENTRUM\n",
			"Restaurant Steinernes Haus\n",
			"Stationsgebäude SBB Goldach\n",
			"Hauptbahnhof\n",
			"Hauptstrasse 49\n",
			"Hafenbahnhof\n",
			"Lindenplatz 1\n",
			"Ankerstrasse 9\n",
			"Restaurant Calanda\n",
			"Schulstr., 14, 9323, 0, Raiffeisenbank\n",
			"Wohngebäude/Therapiehaus\n",
			"Zelghof\n",
			"Scheune/Stall\n",
			"Wohnteil Scheune\n",
			"Imbisslokal\n",
			"APH Hof Haslach\n",
			"Restaurant Burg\n",
			"Betriebsgebäude mit Dachwohnung\n",
			"Scheune mit Wohnung\n",
			"Neue Post / Kiosk\n",
			"Industriegebäude mit Wohnung\n",
			"Schloss Klingelburg\n",
			"Obstkühlhaus mit Wohnung\n",
			"Aufnahmegebäude, Bahnhof-Buffet\n",
			"Gemeindehaus mit Elektragebäude\n",
			"Wohn- u. Autogewerbehaus\n",
			"Post- und Bürogebäude\n",
			"Wohnhaus mit Laden, Buchdruckerei\n",
			"Wohnhaus, Restaurant, Dancing Rio\n",
			"Wohnhaus, Autoreparaturwerkstatt\n",
			"Squash-Sport-Anlage\n",
			"Wohnhaus m. Autoreparaturwerkstätte\n",
			"Wohnhaus mit Lokal\n",
			"Malerwerkstatt\n",
			"Wirtschaft mit Wirtewohnung\n",
			"Gewerbe- und Wohnhaus\n",
			"Dependance\n",
			"Autosattlerwerkstätte\n",
			"Restaurant Jägerhaus\n",
			"Restaurant Paradisili\n",
			"Beim Jägerheim\n",
			"AUTOSERVICE MIT KIOSK UND CAFE\n",
			"MAGAZIN EHEM. TECHN. BETRIEBE\n",
			"Gebäude mit Loftwohnung\n",
			"Wohnpavillon 6\n",
			"Wohnhaus mit Büro, Lager\n",
			"Wohnung in Scheune\n",
			"Wohn-Geschäftshaus\n",
			"Einfamilienhaus mit Einliegerwohnung\n",
			"Halle mit Betriebsleiterwohnung\n",
			"Restaurant Hölzlisberg\n",
			"Heilsarmee\n",
			"Schloss Weinstein\n",
			"Plattenlagerhalle\n",
			"Restaurant Schäfle\n",
			"Stickerweg 1\n",
			"407\n",
			"919\n",
			"111\n",
			"Restaurant Löwengarten\n",
			"Bäckerei/MFH\n",
			"Produktionshalle mit Attikawohnung\n",
			"Scuhlanlage / Hallenbad\n",
			"EWB-Altbau\n",
			"Restaurant Alvier\n",
			"Hotel Zollhaus\n",
			"Hirschen\n",
			"Hotel Schäfli\n",
			"Station Haag\n",
			"Magazin mit Wohnung\n",
			"Rest. Engel\n",
			"Wolfsagger\n",
			"Hütte\n",
			"Werkstatt Autogarage\n",
			"Pflegeheim Werdenberg\n",
			"Restaurant Glocke\n",
			"Restaurant Traube mit Wohnung + Werkstat\n",
			"Maiensäss mit Scheune\n",
			"Maiensässwohnung\n",
			"Maiensäss\n",
			"Ferienhaus mit Scheune\n",
			"Remise\n",
			"Loftwohnung\n",
			"Pflegeheim/Dementenstation\n",
			"Scheune mit Maiensässwohnung\n",
			"Scheune mit Maiensässwohnu\n",
			"Scheune mit Wohnteil\n",
			"Garage - Autowerkstatt\n",
			"Kant.Landwirtsch. Schule\n",
			"Versicherungsagentur\n",
			"Gebäude Nr. 369 (mittleres Gebäude)\n",
			"EW-Block\n",
			"ehemalige Scheune\n",
			"Wohnung Scheunenteil\n",
			"Wohnteil\n",
			"Restaurant alte Mühle\n",
			"Alte Mühle\n",
			"Milchzentrale\n",
			"Rest. Maiensäss\n",
			"Bildungszentrum Sunnahof\n",
			"Müller Azmoos AG\n",
			"Wohnung mit Anbau\n",
			"Restaurant Weisses Kreuz\n",
			"Haldenberg\n",
			"Rest. Pardiel\n",
			"JUGENDFERIENHAUS, RESTAURATION\n",
			"FUTTERHÄUSCHEN\n",
			"JUNGWACHTHEIM\n",
			"Hotel Christal\n",
			"PFADIHEIM\n",
			"Kühl- und Lagerhaus\n",
			"Zentralwäscherei\n",
			"Autounterstand mit Studiowohnung\n",
			"BÜRO UND GARAGEN\n",
			"Süd\n",
			"Nord\n",
			"Mitte\n",
			"Henrys Pub\n",
			"865\n",
			"Raiffeisenbank Flums\n",
			"Pfarreisaal\n",
			"Bahnstation\n",
			"Hotel Gräpplang\n",
			"Restaurant Wiesental\n",
			"Hotel Sässliwiese\n",
			"Gauencenter\n",
			"Posthus\n",
			"Katholische Kirche\n",
			"Slalom Bar\n",
			"Hotel Garni Tannenboden\n",
			"Apart-Hotel Edy Bruggmann\n",
			"Camping\n",
			"Restaurant Maschgenlücke\n",
			"Hotel Siesta\n",
			"Restaurant Sennenstube\n",
			"Kleintheatergebäude mit Wohnung\n",
			"Schulhaus mit Wohnung\n",
			"Wohn- und Geschäftshaus, Spenglerei\n",
			"Wohn-und Gasthaus\n",
			"Wohn- und Gasthaus\n",
			"Werkgebäude mit Wohnung\n",
			"Ferien- und Skihaus\n",
			"Getränkehandel\n",
			"Fischzucht mit Wohnung\n",
			"Wohnung mit Fahrzeug-Einstellhalle\n",
			"Wohn- und Geschäftshaus C\n",
			"Katholisches Pfarrhaus\n",
			"Restaurant Freieck\n",
			"Terra\n",
			"Fischerhütte\n",
			"Dancing zur Zinne\n",
			"Schwefelbad\n",
			"Hotel Sarganserhof\n",
			"GASTHAUS \"AEULI\"\n",
			"INDUSTRIEGEBÄUDE\n",
			"WOHNHAUS MIT ARZTPRAXIS\n",
			"GASTHOF \"LINDE\"\n",
			"GASTHOF \"ILGE\" MIT SAAL\n",
			"WOHN- UND GEWERBEHAUS\n",
			"WOHNHAUS, PFARREIHEIM\n",
			"BLOCKHAUS\n",
			"Haus A\n",
			"PARKHOTEL \"PIZOL\"\n",
			"FEDERNFABRIK UND WOHNUNG\n",
			"WOHNHAUS MIT METZGEREI\n",
			"BERGSTALL/WIESENHAUS\n",
			"RESTAURANT PIZOLSTÜBLI\n",
			"BERGGASTHAUS \"SCHÖNBÜEL\"\n",
			"SCHREINEREI, ZIMMEREI, WOHNUNG\n",
			"CCA-VERKAUFSHALLE, RESTAURANT\n",
			"GASTHAUS HIRSCHEN\n",
			"GASTHOF \"STERNEN\"\n",
			"WOHN- UND GASTHAUS\n",
			"WOHNGEBÄUDE,BSA ZS/GEMEINDELOKALE\n",
			"LOKAL/OEKONOMIE/Wohnung\n",
			"Reha-Klinik, Personalhaus\n",
			"Unterstand und gedeckter Sitzplatz\n",
			"EX-Rest. Alpenblick\n",
			"Landgasthof Linde\n",
			"Wohnung\n",
			"Hotel Flyhof\n",
			"Café Post\n",
			"Rest. Arvenhöhe\n",
			"Rest. Strahlegg Betlis\n",
			"Gebäude mit 1 Wohnung\n",
			"Restaurant Bruggmühle\n",
			"Wohnraum\n",
			"Garage Lueg is Land\n",
			"Rest. Sonne\n",
			"Altersheim St.Josef\n",
			"Strandhotel Obersee\n",
			"Süd/Ost\n",
			"Apotheke\n",
			"Seidenweberei Lagergebäude\n",
			"Nord/West\n",
			"Nunu\n",
			"Verkaufshalle\n",
			"Doppeleinfamilienhaus\n",
			"Büro- und Betriebsgebäude\n",
			"Villa Grünfels\n",
			"Oekonomiegebäude (Kulturtreff ZAK)\n",
			"Magazin & Materialdienstgebäude\n",
			"Industriewerkstatt\n",
			"Wohn- und Geschäftshaus mit Café\n",
			"Hotel Speer\n",
			"Wohnhaus mit Laden (<100 M2)\n",
			"Wohnhaus mit Rest. Quellenhof\n",
			"Postgebäude West\n",
			"Wohn- und Geschõftshaus mit Restaurant\n",
			"Schulhaus (Alt)\n",
			"Bankgebäude mit Parkhaus\n",
			"Lager- und Werkhalle\n",
			"ehe. Rest. Frohsinn\n",
			"Alpwirtschaft Klosterberg\n",
			"Rest. Alp Kohlwald\n",
			"Altersheim Berg\n",
			"Restaurant Zum Rössli\n",
			"Fabrikationsgeb. Alte Schmerikonerstr. 2\n",
			"Hotel Talstat. Atzmännig\n",
			"ehem. Postgebäude\n",
			"Industriestrasse 10\n",
			"Hotel Churfirsten\n",
			"Kraftwerk Trempel\n",
			"Chalet Frohsinn\n",
			"Alprestaurant\n",
			"Hotel Schönau\n",
			"Hotel Acker\n",
			"Hotel Friedegg\n",
			"Chalet Girenspitz\n",
			"Geschäftshaus Spar\n",
			"Hotel Schönenboden\n",
			"Restaurant Tobelsäge\n",
			"Chalet Edelweiss\n",
			"Hotel Wäldli\n",
			"Restaurant Drei Eidgenossen\n",
			"ehem. Schulhaus\n",
			"Hotel Seeben\n",
			"zum Sternen\n",
			"Elisabeth\n",
			"Klostergebäude (Ostflügel)//Restaurant\n",
			"Postgarage\n",
			"Café-Bäckerei Konditorei\n",
			"Restaurant Frohwies\n",
			"Restaurant Storchen\n",
			"Hotel Schäfle\n",
			"Landgasthof Rössli\n",
			"Gasthaus Sonnenheim\n",
			"Haus Casa Mira\n",
			"Haushaltungsschule\n",
			"Alter Bahnhof\n",
			"Restaurant Bahnhöfli\n",
			"Restaurant Hugenalp\n",
			"Gebäude rechts\n",
			"Casablanca\n",
			"Anbau\n",
			"Landi\n",
			"Bäckerei Jung\n",
			"Ferien-/Wochenendhaus\n",
			"Wohnatelier\n",
			"Restaurant zur Alten Zwirnerei\n",
			"Heimgebäude mit Personalwohnungen\n",
			"Alphaus\n",
			"Tankstelle\n",
			"alter Kindergarten\n",
			"Restaurant Feld\n",
			"Autoausstellungshalle\n",
			"Geschäftshaus mit Büros\n",
			"Primarschulhaus Feld\n",
			"Wohnhaus mit Laden, Werkstatt\n",
			"Wohnhaus m. Werkstatt/Lager\n",
			"Wohnhaus mit Lager\n",
			"Wohnhaus mit Polizeiposten\n",
			"Scheune mit Stall\n",
			"Einkaufszentrum und Wohngebäude\n",
			"Anbau Bürotrakt\n",
			"Dörflibeiz Leonardo\n",
			"Restaurant Schützenhaus\n",
			"Restaurant Eppenberg\n",
			"Doppelgarage mit Wohnung\n",
			"Wohnhaus Nr. 91\n",
			"Wohn- und Geschäftshaus Nr. 1065\n",
			"Wohnhaus Nr. 120\n",
			"Wohn- und Geschäftshaus Nr. 186\n",
			"Schweinestall Nr. 214\n",
			"Landgasthof Adler\n",
			"Wohn- und Geschäftshaus Nr. 692\n",
			"Wohnhaus Nr. 437\n",
			"Wohnhaus mit Käserei Nr. 545\n",
			"Wohnhaus Nr. 974\n",
			"Schulhaus mit Wohnungen Nr. 701\n",
			"Wohnhaus mit Restaurant Nr. 487\n",
			"Wohnhaus Nr. 821\n",
			"Scheune mit Wohnungseinbau\n",
			"Scheune mit Zimmer und Büro\n",
			"Lindenhof\n",
			"Giovannetoni Gemüsemarkt\n",
			"Einliegerwohnung St. Gallerstrasse 17\n",
			"Gartenbau Moser\n",
			"Autoreparaturwerkstätte, Wohnung\n",
			"Fabrikgebäude, Anbau, Wohnung\n",
			"Büro mit Wohnhungen, Magazine\n",
			"Wohnhaus mit Wirtschaft u. Bäckerei\n",
			"Geldausgabeautomat\n",
			"Wohnhaus mit Metzgerei\n",
			"Wohnhaus mit Käserei\n",
			"Restaurant Rislen\n",
			"BANKGEBÄUDE MIT GARAGE UND WOHNUNG\n",
			"BARONENHAUS\n",
			"GERICHTSHAUS\n",
			"WOHNHAUS MIT RESTAURANT\n",
			"WOHNHAUS, RESTAURANT TIGERLI\n",
			"WOHNHAUS MIT RESTAURANT Falkenburg\n",
			"WOHNHAUS MIT APOTHEKE\n",
			"SCHLACHTHAUS MIT GARAGE UND WOHNUNG\n",
			"WOHNHAUS, WIRTSCHAFT CENTRAL\n",
			"WOHNHAUS MIT REST. BÄREN\n",
			"WOHN- UND GESCHÄFTSHAUS (MIGROSBANK)\n",
			"WARENHAUS\n",
			"NACHTLOKAL LANDHAUS\n",
			"WOHNGEBÄUDE, WERKSTATT, MAGAZIN\n",
			"WOHNHAUS, LADEN\n",
			"PRAXIS\n",
			"BÜROGEBÄUDE\n",
			"WOHNHAUS MIT RESTAURANT ILGE\n",
			"WOHNHAUS MIT RÖNTGENINSTITUT\n",
			"PFARREIHEIM MIT WOHNHAUS\n",
			"WOHN- & GESCHÄFTSHAUS, WERKSTATT\n",
			"WOHNHAUS MIT FABRIK\n",
			"VEREINSHAUS MIT WOHNUNGEN\n",
			"SCHULHAUS SONNENHOF\n",
			"BÜROS MIT WOHNUNG\n",
			"WOHN- UND LAGERHAUS\n",
			"KINDERKRIPPE\n",
			"WOHNGEBÄUDE MIT BÄCKEREI\n",
			"WOHNGEBÄUDE, MECH. WERKSTATT\n",
			"ATELIERS UND GARAGEN\n",
			"WOHNHAUS, BÜRO, WERKSTATT\n",
			"RESTAURANT, WOHN- UND GESCHÄFTSHAUS\n",
			"WOHNHAUS MIT RESTAURANT REBSTOCK\n",
			"MESMERHAUS\n",
			"KINDERHORT\n",
			"WOHNHAUS MIT BETRIEBSGEBÄUDE\n",
			"WOHNHAUS MIT FENSTERFABRIK\n",
			"WOHNHAUS MIT BÜROS UND LAGER\n",
			"WOHNHAUS, KULTURRÄUME\n",
			"FABRIK MIT BÜROS UND WOHNUNGEN\n",
			"MAGAZIN, BÜRO, UNTERKUNFT\n",
			"WOHNGEBÄUDE MIT AUTOREPARATUR\n",
			"AUTOREPARATURWERKSTATT, WOHNHAUS\n",
			"EINSTELLHALLE MIT LAGER\n",
			"MÜHLE MIT WOHNUNG\n",
			"LAGERHAUS MIT BÜROS UND WOHNUNG\n",
			"WOHNHAUS MIT GARAGEN\n",
			"BIEGEHALLE\n",
			"BÜROGEBÄUDE MIT WOHNUNG\n",
			"WOHNHAUS, RESTAURANT GEMSLI\n",
			"DRAHTBÜRSTENFABRIK MIT WOHNTRAKT\n",
			"WOHN-UND GESCHÄFTSHAUS\n",
			"POSTGEBÄUDE\n",
			"WOHN- U. GESCHÄFTSHAUS\n",
			"WERKHALLE, BÜRO, WOHNUNG\n",
			"MUSIKHAUS (KULTURHAUS)\n",
			"GEWERBEZENTRUM\n",
			"NEBENGEBÄUDE\n",
			"Wohnhaus mit Wirtschaft\n",
			"BANKGEBÄUDE\n",
			"WOHNHAUS MIT BÄCKEREI\n",
			"GESCHÄFTSHAUS MIT LAGERN\n",
			"WOHN- UND GESCHÄFTSHAUS MIT TIEFGARAGE\n",
			"Freihof\n",
			"Restaurant mit Metzgerei\n",
			"Wohn- und Wirtshaus\n",
			"Geschäftshaus, Werkstatt\n",
			"Ausstellungs- und Bürogebäude\n",
			"Wohn- und Wirtshaus \"gemsli\"\n",
			"Wohnhaus mit Tankstelle/Werkstatt\n",
			"Hotel/Restaurant mit Drogerie\n",
			"Wohn- und Wirtshaus Toggenburg\n",
			"Wohn- und Wirtshaus \"hirschen\"\n",
			"Schreinerwerkstatt mit Wohnung\n",
			"Wohnhaus mit Laden (<100m2)\n",
			"Hotel und Restaurant \"Landhaus\"\n",
			"Wohn-/Wirtshaus\n",
			"Wohnhaus mit Konditorei, Cafe\n",
			"Wohnhaus und Geschäftshaus\n",
			"Wohnhaus mit Autoreparaturwerkstatt\n",
			"Lagerhalle, Garage, Wohnhaus\n",
			"Wohnhaus mit Autospenglerei\n",
			"Wohn- und Bürogebäude/Lagerhalle\n",
			"Wohnhaus, Büro, Werkstatt\n",
			"Seminar (Ahls)\n",
			"Garage mit Wohnungen/Werkstatt\n",
			"Wohnhaus mit Bauausstellung\n",
			"Wohnhaus mit Fabrik\n",
			"Wohnhaus mit Schreinerei\n",
			"Notkerschulhaus\n",
			"Wohn-und Konfiktgebäude\n",
			"Kindergarten mit Abwartwohnung\n",
			"Wohn- und Wirtshaus, Schlosserei\n",
			"Wohnhaus mit Werkstatt, Ausstellung\n",
			"Wohnhaus/Werkstatt\n",
			"Wohnhaus mit Schmiede\n",
			"Metallbearbeitung\n",
			"Wohn-und Gewerbehaus\n",
			"Schlossgebäude\n",
			"Büro- und Lagerhalle\n",
			"Versandhaus\n",
			"Oberstufenzentrum Rosenau\n",
			"Sanitätshilfsstelle\n",
			"Wohn- und Wirtshaus zum alten Pflüegli\n",
			"Wohn-und Wirtshaus\n",
			"Wohn- und Wirtshaus \"Zum Löwen\"\n",
			"Wohn- und Wirtshaus \"wiesental\"\n",
			"Bäckereigebäude\n",
			"Elektrische Zentrale\n",
			"Logistik- und Bürogebäude\n",
			"Magazin\n",
			"Lyzeum\n",
			"Werkstatt mit Dachwohnung\n",
			"Scheune mit eingebauten Wohnungen\n",
			"Kindergarten Steig\n",
			"Männerheim\n",
			"ehemalige Käserei\n",
			"Restaurant Tannenberg\n",
			"Restaurant Sennhof\n",
			"Restaurant Engel\n",
			"Stweg Truoch\n",
			"Ev. Pfarrhaus\n",
			"Wohntrakt im Postgebäude\n",
			"Café Aurora\n",
			"Jagdhütte Cola\n",
			"Ferienhaus Rico Parpan, Solis\n",
			"Ferienhaus Penasch\n",
			"See-Restaurant\n",
			"Restaurant Stätz-damiez\n",
			"Bergrestaurant Alp Lavoz\n",
			"Stall / Wohnhaus Buchli\n",
			"Hotel Cualmet\n",
			"Stoivetta / La Tgoma\n",
			"Café Belfort\n",
			"Restaurant Avant Porta\n",
			"Restaurant Albula\n",
			"Neue Post\n",
			"Wohnheim ARGO\n",
			"Maiensäss Dimuns\n",
			"Schul- und Gemeindehaus\n",
			"Casa Lucia\n",
			"Restaurant Valetta\n",
			"Pastregl vigl\n",
			"Tga Larech\n",
			"Tga Larisch\n",
			"Werkhof Devonas\n",
			"Feuerwehrlokal\n",
			"Restaurant Marmoreras\n",
			"Altes Postgebäude\n",
			"Restaurant Bellavista\n",
			"Restaurant Taratsch\n",
			"Hof Palex\n",
			"Restaurant Collina\n",
			"Tga Fuschigna\n",
			"Tga Sot Crap\n",
			"Cantina Signorell/Jäger\n",
			"Schulhaus + Scuntrada\n",
			"Ferienlager Vardaval\n",
			"La Badogna\n",
			"Restaurant Roggi's Baizli\n",
			"Skihütte\n",
			"Colm Sblocs\n",
			"Hütte Cascina\n",
			"Haus Suren\n",
			"Hütte Suren\n",
			"Hütte Tua\n",
			"Haus Negrign\n",
			"Maiensäss Monas\n",
			"Haus Edelweiss\n",
			"Alte Bäckerei\n",
			"DG Schöntal\n",
			"Camping «Islas»\n",
			"Ferienhaus mit Stall 195a\n",
			"Rist. Bottoni\n",
			"casa commerciale e d'abitazione\n",
			"Negozio-ristorante\n",
			"Ristorante\n",
			"Ex casa di scuola Viano\n",
			"Albergo-Ristorante Palü\n",
			"Stazione\n",
			"Scuole\n",
			"Garage Rossi\n",
			"Campeggio Boomerang\n",
			"Stazione Ristorante Alp Grüm\n",
			"Albergo Zarera\n",
			"Ristorante Sassalmasone\n",
			"Buffet alla Stazione\n",
			"Ristorante Selva\n",
			"Ristorante Madreda\n",
			"Rristorante Pozzolascio\n",
			"Monte La Crotta\n",
			"Casa Jzun Pign\n",
			"Casa Mulin Pign\n",
			"Casa Crap\n",
			"Restaurant Aurora\n",
			"Casa Alpina\n",
			"Center communal\n",
			"Casa Volg\n",
			"Casa Fanaus\n",
			"Ustria Cresta\n",
			"Ustria Stiva Grischuna\n",
			"Casa da Scola\n",
			"Restaurant Am Rhein (Texas)\n",
			"Haus Tomül\n",
			"Haus Zerfreila\n",
			"Haus ISIS\n",
			"Restaurant Zervreilahorn\n",
			"Ustria Lumerins\n",
			"Ustria Alpina\n",
			"Ustria Riva\n",
			"Casa Alva\n",
			"Scola\n",
			"Casa communala Uors\n",
			"Nurtatsch 21\n",
			"Pellas 115\n",
			"Casa communala\n",
			"Casa da scola Cons\n",
			"Primarschule/Realschule\n",
			"Tegia da cuolm 2-76\n",
			"Maiensässhütte Bual Dado\n",
			"Trakt D\n",
			"Aurora\n",
			"Restaurant Cauma\n",
			"Maiensässhütte\n",
			"Werkhof Montalta\n",
			"Sennereigebäude Alp sut\n",
			"Erweiterungsbau und Garagen / Keller\n",
			"Maiensässhütte \" Bintschun \"\n",
			"Hirtenhütte\n",
			"Alphütte Alp da Ruschein\n",
			"Schopf, Nebenhaus\n",
			"Gemeinschaftshaus / Turnhalle / Bad\n",
			"Haus C\n",
			"Landwirtschaftsgebäude\n",
			"Maiensäss Alpwirtschaft\n",
			"Gemeindehaus Palazzo\n",
			"Station Rothenbrunnen\n",
			"Kirchgemeindsgebäude\n",
			"Station Rodels\n",
			"altes Schulhaus\n",
			"Wohnungen und Büro\n",
			"Bergheim Sarn\n",
			"Restaurant Alpina\n",
			"süd-ost\n",
			"Haus WETA\n",
			"Haus Julier\n",
			"Restaurant Bernina\n",
			"Fernmeldedirektion\n",
			"Café Gyger\n",
			"Hotel Rätia\n",
			"Studahus\n",
			"Kantine Pitsch\n",
			"Isotech AG\n",
			"Lagerhalle 2\n",
			"Lagerhalle 1\n",
			"Restaurant Skihütte\n",
			"Restaurant am Brunnen\n",
			"Furra\n",
			"Garage/Stöckli\n",
			"Sternahaus\n",
			"Haus Konsum\n",
			"Restaurant Wildenstein\n",
			"Hotel Mira-Tödi\n",
			"Ob Feuerwehrlokal\n",
			"Schloss Sins\n",
			"Posta Veglia\n",
			"Gasthaus Walserstube\n",
			"Gasthaus Alpenrose\n",
			"Gemeindezentrum Sufers\n",
			"Gästehaus Schwert\n",
			"Gewerbehalle Hörler, Mani\n",
			"Altes Schul- u. Gemeindehaus\n",
			"Restaurant Caltgera\n",
			"Forstwerkhof\n",
			"Maiensäss Molas\n",
			"Anbau Zimmer an Stall 218-A in Burtgas\n",
			"Neues Schulhaus\n",
			"Restaurant Beverin\n",
			"Post- und Kanzleigebäude\n",
			"Volg-Laden\n",
			"Ferienhütte Darsiez Jud\n",
			"Hütte Dros Willy\n",
			"Tgea da Tgant\n",
			"Restaurant Viamala\n",
			"Gasthaus alte Post\n",
			"Restaurant Pro L'ava\n",
			"Steinfurrenhaus\n",
			"Restaurant Bernardino Nord\n",
			"Gasthaus Rheinwald\n",
			"Zollhaus\n",
			"Café Caluori\n",
			"RHB Bahnhof\n",
			"Restaurant Roda\n",
			"Restaurant Schlosshügel\n",
			"Restaurant Term Bel\n",
			"Kantonspolizei\n",
			"Ca Plong Muling\n",
			"Personalrestaurant\n",
			"Restaurant Tircal Anbau\n",
			"HEW Werkhof mit Wohnung\n",
			"Beamtenhaus\n",
			"Casa Pleunca\n",
			"Casa Crest\n",
			"Alp Platta\n",
			"Restaurant Runcahöhe\n",
			"Rest. Startgels\n",
			"Haus Sandögna\n",
			"Haus Gurtner\n",
			"Sporthaus Rudolf\n",
			"Casa Caral\n",
			"Post-Gebäude\n",
			"Casa Auricula\n",
			"Bergrestaurant Naraus\n",
			"Halbmond\n",
			"Personal-Unterkunft J. Erni AG\n",
			"Davos Crap\n",
			"Ustria Parlatsch\n",
			"Casa Gronda\n",
			"Felsenkeller\n",
			"Station Trin\n",
			"Schülerheim\n",
			"Hotel Crusch Alba\n",
			"Hotel Piz Linard\n",
			"Chasa Flurina\n",
			"Stationsgebäude RhB\n",
			"Hotel Rezia & Posta\n",
			"Hotel Steinbock\n",
			"Chasa La Tuor\n",
			"nord-vest\n",
			"Garni Chesa Veglia\n",
			"Scoula Zernez\n",
			"Hotel Spöl\n",
			"Hotel Bär+Post chasa d'abitar\n",
			"Chasa d'abitar\n",
			"Chasa Coop\n",
			"Società da Lataria\n",
			"Pizzeria Mirta\n",
			"Treuhand Bezzola\n",
			"Hotel Garni Selva\n",
			"Garascha ed abitaziun\n",
			"Personalhaus Cul\n",
			"Chasa Pallazzo\n",
			"Detailhandelgeschäft\n",
			"Posta\n",
			"Campinggebäude\n",
			"Halla\n",
			"Autoreparaturwerkstatt Garage MAZ\n",
			"Flüela Pass\n",
			"Hotel Bär&Post / Suiten\n",
			"Alphütte Barlas-ch Sura\n",
			"Alphütte Pülschezza\n",
			"Chamonna Murtera da Munt\n",
			"Chamonna Alpetta\n",
			"Waldhäuschen Prazetli\n",
			"Sennenzimmer im Chäshuus\n",
			"Alp Ivraina\n",
			"Chamonna Ivraina\n",
			"Chamonna Clüs\n",
			"Chasin Sassè\n",
			"Chamonna Surücha\n",
			"Chasa Cumün\n",
			"Schulpavillon\n",
			"Chasa Muntanez\n",
			"Chasa Uorgia\n",
			"Chasa Allegra\n",
			"Chasa Tusa\n",
			"Chasa da scoula Quadras\n",
			"Stron\n",
			"Restourant Chasa Veglia\n",
			"Hotel Val Sinestra\n",
			"Gasthof Val D'uina\n",
			"chasa da scoula\n",
			"Jagthütte\n",
			"Haus 3-A\n",
			"Chasa Belmunt\n",
			"Freinehaus\n",
			"Chamonna Greala\n",
			"Hirtehütte\n",
			"Jagdhütte\n",
			"Pedval\n",
			"Pensiun Bellavista\n",
			"Kirche mit Wohnung\n",
			"Chasa da pulizia\n",
			"Alp Russenna\n",
			"Plan God Nair\n",
			"Palü\n",
			"Plan da Gisep\n",
			"Bain da Munts\n",
			"Munt Sot\n",
			"Planas\n",
			"Flütnas\n",
			"Chava Veglia\n",
			"Sot Panas-ch Sot\n",
			"Flütnas Sot\n",
			"Chant Sura\n",
			"Bahnhof mit Verkehrsvereinbüro\n",
			"Wohn- und Touristenheim\n",
			"Fried AG\n",
			"Restaurant Da Primo\n",
			"Solaria\n",
			"Bügliet\n",
			"Punt Schlattain\n",
			"Poltera\n",
			"Peidra Viva\n",
			"Centrum\n",
			"Maura\n",
			"A l'En (Kunz)\n",
			"San Gian\n",
			"Staziun Staz\n",
			"Bergstation Marguns\n",
			"Arnaldo\n",
			"Innpark\n",
			"Naturfreundehütte Cristolais\n",
			"Chesa Salamander\n",
			"Talstation LSB Celerina Marguns\n",
			"Bieraria veglia\n",
			"Stalla Bass\n",
			"Hotel Inn Lodge\n",
			"Pedretti Gian\n",
			"Chesa Cotschna\n",
			"Chesa Grischuna\n",
			"Chesa Rimura\n",
			"Chesa Belmunt\n",
			"Chesa Sper L'Es-cha\n",
			"Chesa Chrysaetos\n",
			"Haus Germanus Vetter\n",
			"Wohn- und Geschäftshaus Rominger\n",
			"Chesa Grass-Capadrutt\n",
			"Sarazena\n",
			"Chesa Coop\n",
			"Vista Mezdi\n",
			"Chesa Chünetta\n",
			"Gruber Sport\n",
			"Chesa Felix-Schmidt\n",
			"Pension Freimann\n",
			"Haus Koller\n",
			"Haus Bombardieri\n",
			"Villa Clivia\n",
			"Haus Lina\n",
			"Chalet Sonnevank\n",
			"Chesa Golay\n",
			"Chesa Martina\n",
			"RhB Station Surovas\n",
			"Chesa Staila\n",
			"Chesa Staziun\n",
			"Laudenbacher Bau AG\n",
			"Chesa Grusaida\n",
			"Residenz La Mora\n",
			"Albula Hospiz\n",
			"Clubhaus\n",
			"Badraun\n",
			"Denro AG\n",
			"Lehrwerkstätte\n",
			"Wohngebäude mit Ladenlokal\n",
			"Chesa Falcun\n",
			"Crastas\n",
			"Chesa da Pravenda\n",
			"Nietzsche-Haus\n",
			"Chesa Cumünela\n",
			"Chesa Rominger 91\n",
			"Chesa Alvetern\n",
			"Pförtnerhaus Hotel Waldhaus\n",
			"Acla Pramog\n",
			"Restorant Murtaröl\n",
			"Chesa Fonio Altersheim\n",
			"Alp Muot Selvas\n",
			"Alp Prasüra Hirtenhaus\n",
			"Chesa Corvatsch\n",
			"Chesa Curtins\n",
			"Apparthotel Margun 6\n",
			"Chesa Guardalej A31\n",
			"Chesa Guardalej B32\n",
			"Chesa Guardalej C34\n",
			"Chesa Guardalej D35\n",
			"Chesa Guardalej E36\n",
			"Chesa Guardalej F37\n",
			"Chesa Guardalej G38\n",
			"Chesa Guardalej J39\n",
			"Chesa San Gian Pitschen\n",
			"Chamanna da las Nonnas\n",
			"Chesa Flurina\n",
			"Chesa Aster\n",
			"Chesin dal Paster\n",
			"Chesa Lutta\n",
			"Feuerwehrdepot\n",
			"Chesa Bellaria\n",
			"Center da sport Purtum\n",
			"Chesa Walther\n",
			"Chesa Albertini\n",
			"Kleines Haus\n",
			"Schulzimmer Grosses Haus\n",
			"Mittelhaus\n",
			"Lärchenhaus\n",
			"Convict per giuventüna\n",
			"Residenza Belvair\n",
			"Gewerbehaus Curtinellas\n",
			"Zwischenbau\n",
			"Chastè Sur En\n",
			"Chesa Culaischem\n",
			"Chesa Gralcha\n",
			"Gewerbehaus Islas\n",
			"Restaurant Pizzet\n",
			"Maiensäss \"Acla Muntatsch\"\n",
			"Casa Renata\n",
			"Ristorante Posta\n",
			"Scuola\n",
			"Casetta di vacanze\n",
			"Haus Carolina\n",
			"Palazzo Castelmur\n",
			"Garage Crüzer\n",
			"Casa parrocchiale\n",
			"Chesa Alpina\n",
			"Sciovia Aela\n",
			"Pension Bellavista\n",
			"Ristorante Piz Cam\n",
			"Capanna Albigna SAC\n",
			"Cancelleria comunale\n",
			"Strada principale 14-a\n",
			"Casa Pomatti\n",
			"Alp Cavlocc\n",
			"Alp Ca d'Starnam\n",
			"Ristorante Valbella\n",
			"Casa comunale\n",
			"Cascina Pönt\n",
			"Stalla Briagn\n",
			"Dormitorio operai\n",
			"Albergo Ravizza\n",
			"Residenza Nuovo Lido\n",
			"Ristorante Moesa\n",
			"Casa Provini Taddeo Eredi\n",
			"Convento\n",
			"Casa Caciavena\n",
			"Ristorante con camere\n",
			"casa Bertossa Fernando\n",
			"Dépendance Albergo Bellevue\n",
			"Cascina\n",
			"Casa ex-Mantovani\n",
			"Cantina operai\n",
			"Ristorante Boffalora\n",
			"Casa Albizzati\n",
			"Singer Bernhard\n",
			"Valletta Lorenzo\n",
			"Franciolli Luigi, Lostallo\n",
			"Casetta Lotan\n",
			"Casa Lotan\n",
			"Luc\n",
			"stalla\n",
			"Casa ex Coop\n",
			"Casa Comunale\n",
			"Casa Delle Gioventù\n",
			"Ca da l'ava\n",
			"Purtatscha\n",
			"Umbau Grond Immobilien\n",
			"Balcun At\n",
			"Tessanda Val Müstair\n",
			"Balcun Tort\n",
			"Villa Alpina\n",
			"Ramoschin\n",
			"Casa Cumünala\n",
			"Bellette\n",
			"STWEG Rivalta\n",
			"Humanitas\n",
			"Dunkle Säge\n",
			"Golfresidenz\n",
			"Schiablick\n",
			"Kraftwerk Glaris\n",
			"Restaurant Platz\n",
			"Ritterhof\n",
			"Haus Gams\n",
			"Chalet Arflina\n",
			"Station Fideris\n",
			"Bahnhöfli\n",
			"Bärgli\n",
			"Geissgaden\n",
			"Siita\n",
			"Gadastatt\n",
			"Bim Obersta\n",
			"Stapfä\n",
			"Scära\n",
			"Düngi\n",
			"Nüsäss\n",
			"Schluocht\n",
			"Wiesli\n",
			"Gruoba\n",
			"Danusali\n",
			"Hütte Runggallätsch\n",
			"Dientli Roland Monsch\n",
			"Wasenhaus\n",
			"Bahnhof Klosters Dorf\n",
			"Haus Garneira\n",
			"SJH Soldanella\n",
			"Pardailia\n",
			"Belvédère\n",
			"Sunnamatta\n",
			"Belvita\n",
			"Büro- /Wohntrakt\n",
			"Silveretta Parkhotel\n",
			"Maiensäss Rafeilis\n",
			"Maiensäss Bärgji\n",
			"Werkgebäude A\n",
			"Schlosserstall\n",
			"Brunna\n",
			"Turnischhus\n",
			"Restaurant Parsenn\n",
			"Geisstafel\n",
			"Hagel\n",
			"Plaus\n",
			"Sennereihütte Conterser Duranna\n",
			"Therpie-/Fitnessräume und Wohnung\n",
			"Goatland\n",
			"Restaurant Castels\n",
			"Hotel Bellawiese\n",
			"Sennhütte Vordersäss\n",
			"Hirtenhütte Vordersäss\n",
			"Restaurant Gemsli\n",
			"Konsum\n",
			"Partnunstafel, Berghaus Alpenrösli\n",
			"Hotel-Wellness Büel\n",
			"Meierhofer Älpli, Hirtenhütte\n",
			"Aschariner Alp, Hirtenhütte Äbi\n",
			"Restaurant Montalin\n",
			"Haus Regina\n",
			"Zur Alten Post\n",
			"Quader Center Wohn- und Geschäftshaus\n",
			"Pfarreihaus/-saal Erlöserkirche\n",
			"Haus Täligrat\n",
			"Geschäfts- und Wohnhaus\n",
			"Haus Carmenna\n",
			"Fesslerhaus\n",
			"Battagliahütte\n",
			"Haus am Wegrand\n",
			"Speiserestaurant Riedboden\n",
			"s'Träumli\n",
			"Restaurant s'Stübli\n",
			"Haus VOLG\n",
			"Jngusthus\n",
			"Restaurant Tschugga\n",
			"Feuerwehrlokal mit Wohnung\n",
			"Ferienhaus Innere Gadenstatt\n",
			"Stall mit Hütte Oberberg\n",
			"Hütte Serwallahus\n",
			"Ferienhütte Oberberg\n",
			"Pension Waldfrieden\n",
			"Chalet Hanny\n",
			"Alp Maran\n",
			"Surova\n",
			"Haus Waldeck\n",
			"Casa Pitsch\n",
			"Eissporthalle Personalhaus\n",
			"Haus Tschima\n",
			"Bellaval\n",
			"Chesetta\n",
			"Haus Hold\n",
			"Jl Cural\n",
			"Haus Benker\n",
			"Haus Grob\n",
			"Campanula\n",
			"Palude\n",
			"Haus Fravia\n",
			"Haus Bolliger\n",
			"Gamstschugga\n",
			"Chalet Suveran\n",
			"Chalet Montalin\n",
			"Haus Madrisa\n",
			"Kursaal\n",
			"Haus Gysi\n",
			"Pension Trauffer\n",
			"Castellino\n",
			"Restaurant Grischuna\n",
			"Flökahus\n",
			"Pension Daheim\n",
			"Surpunt\n",
			"Haus Melchernabüel\n",
			"Sport Sprecher\n",
			"Pension Mezzaprada\n",
			"Villa d'Oro\n",
			"Haus Heimeli\n",
			"LAH Hörnlibahn Talstation\n",
			"Alpina\n",
			"im Gspänli\n",
			"Alpstall Gründji\n",
			"Haus Weber\n",
			"Haus Süesswinkel\n",
			"Haus Hubelrank\n",
			"Haus Maselva\n",
			"Chalet Leonhard\n",
			"Hörnlihütte\n",
			"Eidg. Sternwarte Arosa Tschuggen\n",
			"TRZ Valbella\n",
			"Gädemi\n",
			"Restaurant Strassberg\n",
			"Skihaus Pirigen\n",
			"Haus Löwen\n",
			"Gasthaus Rathaus\n",
			"Arzthaus\n",
			"Hotel Arlenwald\n",
			"Sattelhütte\n",
			"Chalet Schwarzsee\n",
			"Bergfrieden\n",
			"Evang. Kirche 259\n",
			"Mountain Lodge\n",
			"Seewinkel\n",
			"Haus RHB\n",
			"Restaurant Weissfluhgipfel\n",
			"Pfadiheim Ramoz\n",
			"Jagdhütte \"Uf Altein\"\n",
			"Stützpunkt TBA St. Peter\n",
			"Waldhütte Undersäss\n",
			"Foppa\n",
			"Flügler\n",
			"Jaggemsch Gaden\n",
			"Listboda\n",
			"Personalhaus Implenia AG\n",
			"Hütte / Barge\n",
			"Maiensäss/Hütte\n",
			"Maiensäss /Hütte\n",
			"Wartheim, Stiftung Gott hilft\n",
			"Café Signer\n",
			"Haus Bethanien, Stiftung Gott hilft\n",
			"Restaurant zur Traube\n",
			"Restaurant Bündte\n",
			"Müllerhaus\n",
			"Toggenburgerhaus\n",
			"Schulhaus mit Abwartswohnung\n",
			"Schlossbungert\n",
			"Pfrundhaus\n",
			"Gasthaus St. Luzisteig\n",
			"Abwartwohnung Schloss Salenegg\n",
			"Haus Amstein\n",
			"Grischamanag\n",
			"Höfli\n",
			"Wohnhaus mit Kiosk\n",
			"Acifer\n",
			"Della Santa\n",
			"Futterbergungsscheune\n",
			"Konvikt\n",
			"Neuhof\n",
			"Büroanbau\n",
			"Ettinger\n",
			"Werkhalle Waldau\n",
			"Cargo Grischa\n",
			"Nova Montage\n",
			"Haus zum Rosengarten\n",
			"Ehemaliges Hotel Krone\n",
			"Ehem. Restaurant Bahnhof\n",
			"Sportrestaurant Au Wohnteil\n",
			"Vagga\n",
			"Oberhof\n",
			"Restaurant Alpina Dorf\n",
			"Amengaden\n",
			"Escha\n",
			"Restaurant Eggli Fanas\n",
			"Michisch Hus\n",
			"Eschenhang\n",
			"Alter Stall mit Wohnung\n",
			"Maiensäss Dürrwäli\n",
			"Maiensäss Wälli\n",
			"Maiensäss Fanas Eggli\n",
			"Maiensässhütte Wischi\n",
			"Stall mit Barge Dürrwäli\n",
			"Hütte Dürrwäli\n",
			"Hütte mit Stall\n",
			"Futterhaus, Stall\n",
			"Schulhaus / Mehrzweckanlage\n",
			"Regionalspital Schiers\n",
			"Schule mit Internat\n",
			"Schulgebäude mit Internat\n",
			"Berggasthaus Mottis\n",
			"Werkhof mit Wohnung\n",
			"Jagdhütte Wäschchrut\n",
			"Dawasbleis\n",
			"Alpenrose\n",
			"Haus Scesaplana\n",
			"Restaurant Chesa Plana\n",
			"Hotel/Restaurant Sadrein\n",
			"Restaurant zur Säge\n",
			"Restaurant Fasan\n",
			"Futterhäuschen Valcaus\n",
			"Schreinerei mit Wohnungen\n",
			"Casa Consum\n",
			"Casa Cadruvi\n",
			"Volg\n",
			"ost\n",
			"Garage/Carrosserie\n",
			"Ustria Helvezaia\n",
			"Sennerei- und Hirtenhütte\n",
			"Stallanbau mit Wohnraum\n",
			"Péz Ault\n",
			"Cucagna Hostel (Hotel Bellavista)\n",
			"Hotel Rhätia\n",
			"Pensiun Schuoler\n",
			"Klein Padua\n",
			"Ruosna\n",
			"Biro e habitaziun, R. Schnoz\n",
			"Casa da tgira Sursassiala\n",
			"Tegia da mises E.Durschei\n",
			"SAC Camona da Medel\n",
			"Ustria Cruna\n",
			"Ustria Staziun\n",
			"Casa Rieg\n",
			"Staziun\n",
			"Casa Valbiala\n",
			"Ustria dalla Posta\n",
			"Alter Brotoffen\n",
			"Restaurant Sudada\n",
			"Haus Ponta Rhei\n",
			"Garni Cristal\n",
			"Lager Plaun d'Eras\n",
			"Lager Miraselva\n",
			"Restaurant Milez\n",
			"Wärterhaus Nalps\n",
			"Restaurant Cungieri\n",
			"Restaurant Alpsu\n",
			"Mises Valtgeva\n",
			"west\n",
			"Hospezi\n",
			"Biro Spacial Design\n",
			"Runglias\n",
			"Casa Nitschola\n",
			"Casa Nova\n",
			"Sper il Fuorn\n",
			"Casa Ella Storta\n",
			"Casa Mundaun\n",
			"Sil Plaz\n",
			"Restaurant Cuolm Sura\n",
			"Steinblick\n",
			"Ferienheim Regan\n",
			"Restaurant Chumenbühl\n",
			"Ferienlager Misanenga\n",
			"Meilener Ferienhaus\n",
			"Sekundarschule\n",
			"Haus Adler\n",
			"Schulhaus Altbau\n",
			"Meierhof\n",
			"Ferienlager St. Martin\n",
			"Il Clavau\n",
			"Restaurant Schmiede\n",
			"Restaurant Wali\n",
			"Wohnhütte Gadastatt\n",
			"Meinrad's Hütte (Wohnhütte)\n",
			"Wisi's Püürabar (Wohnhütte)\n",
			"Wohnhütte 487\n",
			"Stall mit Wohnhütte\n",
			"Wohnhütte und Stall\n",
			"Stall und Anbau Wohnhütte\n",
			"Wohnhütte 594A-A\n",
			"Stall und Wohnhütte\n",
			"Wohnhütte 574\n",
			"Stall und Wohnhütte 579\n",
			"Anbau Wohnhütte 81-A\n",
			"Asyl Unterkunft\n",
			"EFH 1\n",
			"Militärkantine\n",
			"Umnutzung Tank\n",
			"EFH/Geschäftshaus\n",
			"Gemeinschaftsgebäude\n",
			"Hauptgebäude Spätregen-Mission\n",
			"Wohnungen Hirschen\n",
			"Restaurant Trotte\n",
			"Haus E (Kita+Studios)\n",
			"Wohnung auf Garage\n",
			"z.T. Wohngebäude\n",
			"Atelierhaus Taube\n",
			"Stiftung Seehalde\n",
			"Reitstallanlage\n",
			"Fabrikgebäude mit Wohnung\n",
			"Südteil mit Büro im EG\n",
			"Gemeindehaus - Post\n",
			"Mehrzweckgebäude / Werkhof\n",
			"Studio und Garage\n",
			"Wohnbau\n",
			"Wohnpavillon\n",
			"Büro- und Geschäftshaus\n",
			"Hotel mit Wohnung\n",
			"Restaurant Feldschlösschen\n",
			"Café Intercity\n",
			"Restaurant Waldheim\n",
			"Restaurant zur Brücke\n",
			"Altbau ausgebaut / Limmatstrasse 35\n",
			"Umnutzung Werkstatt zu Wohnraum\n",
			"Kindegarten im Ring\n",
			"Ost\n",
			"Mehrfamilienhaus, Restaurant, Garage\n",
			"Wohnhaus, Restaurant, Kegelbahn\n",
			"Wohn- und Geschäftshaus, Lagerraum\n",
			"Kirche mit Eingangsvordach\n",
			"Wohnhaus, Kinderkrippe\n",
			"Autowerkstatt, Wohn- und Geschäftshaus\n",
			"Wohnhaus, Restaurant, Küche, Bar, WC\n",
			"Druckerei, Wohnungen\n",
			"Grosshandel-Abhohllagergebäude\n",
			"Lager- und Bürogebäude\n",
			"Autoreparaturwerkstatt, Tankkeller\n",
			"Büro- und Lagergebäude, Lager, Werkstatt\n",
			"Fabrikgebäude, Büro, Wohnung\n",
			"Einfamilienhaus, Garage, Sitzplatz\n",
			"Telefongebäude, Wohnung\n",
			"Nicht-Wohngebäude, Werkhof, Silos\n",
			"Mehrfamilienhäuser\n",
			"Werkhof, Büros\n",
			"Verwaltungsgebäude RVBW mit Wohnungen\n",
			"Werkhof Kirchzelg\n",
			"Gasthof Bändli\n",
			"Restaurant Oase\n",
			"Werkstatt/Garagengebäude\n",
			"Restaurant Sterrnen\n",
			"Gasthof Grüene Bode\n",
			"Pfarreizentrum\n",
			"Restaurant Mutschellen\n",
			"Gärtnerei Baumann\n",
			"Doppelpunkt\n",
			"Pfarrzentrum\n",
			"Gemeindezentrum\n",
			"Evang.-Methodistische Kirche\n",
			"Betreibungsamt\n",
			"Klösterli\n",
			"Restaurant Güggel\n",
			"Restaurant Schützenstube\n",
			"Ehemaliges Pfarrhaus\n",
			"ehem. Arbeiterunterkunft Kocher\n",
			"Lagerhalle mit Saisonniers-Zimmer\n",
			"Restaurant Waldheim-Maiengrün\n",
			"Restaurant Berghüsli\n",
			"Restaurant Central\n",
			"Umbau Dubachhaus\n",
			"Feuerwehrmagazin\n",
			"Restaurant Litzi\n",
			"Neuer Anbau\n",
			"Metzgerstübli\n",
			"Zugerstrasse 20\n",
			"Büro und Labor\n",
			"Bürogebäude und Spedition\n",
			"Architekturbüro\n",
			"Architekturbüro Gebäude Nr. 3376\n",
			"Bauernhof\n",
			"Umbau EFH mit energetischer Sanierung\n",
			"Einliegerwohnung\n",
			"Gewerbe mit Wohnungen\n",
			"Kindergartengebäude\n",
			"Werkstatt Dachdecker\n",
			"Einfamilienhaus mit Ladenlokal\n",
			"Wohnhaus mit Geschäft\n",
			"Wohn-/ Geschäftshaus\n",
			"Business Apartments\n",
			"Schwarzer Turm\n",
			"Einfamilienhaus mit Schreinerei\n",
			"Zweifamilienhaus mit Artzpraxis\n",
			"Wohn- und Geschäftshaus mit Garage\n",
			"Wohngebäude mit Nebennutzungen\n",
			"Einfamilienhaus mit Garage\n",
			"Wohnhaus und Büro\n",
			"Praxisgebäude mit Wohnung\n",
			"Geschäft und Wohnungen\n",
			"Stadthaus mit einer Wohnung\n",
			"Mehrfamilienhaus mit Laden\n",
			"Geschäftshaus mit Wohnnutzung\n",
			"Geschäftshaus mit Wohnungen\n",
			"Migros Bank und Wohnungen\n",
			"Wohnhaus mit Bar\n",
			"Konditorei, Café\n",
			"Wohngebäude mit Autogarage\n",
			"Bürogebäude mit einer Wohnung\n",
			"Geschäftshaus mit Wohnungen Haus B\n",
			"Werkhalle mit Büro / Betriebswohnung\n",
			"Restaurant Zur Glocke\n",
			"Ehemaliges Banklokal\n",
			"Lagerraum mit Wohnungen im 1 Stk\n",
			"Asylantenunterkunft\n",
			"Restaurant Müli\n",
			"Waldheim\n",
			"Forstwerkhof Brugg\n",
			"Ökonomiegebäude\n",
			"Restaurant Weingarten\n",
			"Neubau Kopfbau\n",
			"Rest. Schifflände, 1 WG, 4 P-Zimmer\n",
			"Brunnhof\n",
			"Hotel Löwen u. Restaurant\n",
			"Carrosseriespenglereiwerkstatt\n",
			"Restaurant Geisshof\n",
			"Gasthof Bad Schwarzenberg\n",
			"Clublokal\n",
			"Hallen- & Freibad Walzimatt\n",
			"Hollywood-Café\n",
			"Wäbihof\n",
			"Rynacherhof\n",
			"Restaurant Rosengarten\n",
			"Gasthof Schneggen\n",
			"Bärenmarkt\n",
			"Restaurant Viehmarkt\n",
			"Unterhaltungscenter Crazy Eie\n",
			"Restaurant Alzbach\n",
			"Take Away\n",
			"Gasthaus Storchen\n",
			"Gemeinschaft Evangelisch Taufgesinnter\n",
			"Restaurant Waage\n",
			"Restaurant Vorstadt\n",
			"Bahnhof Eiken\n",
			"Geb. Nr. 189\n",
			"Geb. Nr. 204\n",
			"Restaurant Güggeli\n",
			"Feldhof\n",
			"haus 467\n",
			"Zwärglihuus\n",
			"SBB-Bahnhof\n",
			"Chalet Diana\n",
			"ehemals Café Bistro\n",
			"Garage Tankstelle\n",
			"Trattoria Rustichello\n",
			"Gasthof Schwanen\n",
			"Fahrländerhaus\n",
			"Arche\n",
			"Personalrestaurant Fricktalerhof 319\n",
			"Raiffeisenbank\n",
			"Autobushalle\n",
			"Restaurant / Metzgerei\n",
			"Hausteil ost\n",
			"Gasthof Mühle\n",
			"Restaurant Bürgi\n",
			"Reparaturwerkstatt\n",
			"Lagerhalle Wohnung\n",
			"Zeughausareal\n",
			"Fischerhof\n",
			"Gewerbe\n",
			"Atelier MItte\n",
			"Atelier links\n",
			"Atelier rechts\n",
			"SPAR\n",
			"Färberei\n",
			"Restaurant Marti\n",
			"Ehemeliges Schlachthaus\n",
			"Gasthof Rebstock\n",
			"Garage mit Wohnungen\n",
			"Arbeiterwohnung\n",
			"Reitanlage\n",
			"Asyl- und Notunterkunft\n",
			"Alpwirtschaft\n",
			"Schloss Horben\n",
			"Wohn-/Gewerbebau\n",
			"Landgasthof Guggibad\n",
			"Restaurant Terminus\n",
			"Restaurant Jägerstübli\n",
			"Restaurant Niesenberg\n",
			"Mediothek, Mittagstisch\n",
			"Spitalgebäude\n",
			"Cabaret Farmer\n",
			"Festsaal Hecht\n",
			"Anbau Ost\n",
			"Restaurant Reussbrücke\n",
			"Nebenbau Walker\n",
			"Restaurant Bünzbrücke\n",
			"Gasthof Sonne\n",
			"Bolinger-Haus\n",
			"Bahnhostrasse 83\n",
			"Riburgerstrasse 34\n",
			"Frila\n",
			"Wohnhaus und Laden\n",
			"Mehrfamilienhaus mit Restaurant\n",
			"Wohn- u. Gesch.-Haus\n",
			"Konfisserie-Fabrik\n",
			"Wohnhaus m.Schlosserei,Lager\n",
			"Mehrfamilienhaus, Asylanten-Wohnheim\n",
			"Bürogebäude mit Wohnung\n",
			"Schulanlage u.TH Augarten, Feuerw.Mag.\n",
			"Wohn-/Geschäftshaus/Werkstatt\n",
			"Altersheim Kloos\n",
			"Büro-Gebäude\n",
			"Bürogebäude mit Laden\n",
			"Schopf, Anbau, Garage,Silo\n",
			"Bauamt und Feuerwehr\n",
			"Billiard\n",
			"Reitstall\n",
			"Landwirtschaftliche Genossenschaft\n",
			"Wohnhaus Winterhalde\n",
			"Zwei Familienhaus AGV 87\n",
			"Mehrfamilienhaus mit zwei Wohnungen\n",
			"Wohnhaus Heimleiter\n",
			"Pferdestall\n",
			"Gasthof Fennern\n",
			"Wohn-/Geschäftshaus (Restaurant Traube)\n",
			"Wohnhaus mit Praxisanbau\n",
			"Büro-, Fabrikations- und Lagergebäude\n",
			"Wohnhaus mit Ökonomieteil\n",
			"Werkhofgebäude\n",
			"Restaurant Schmiedstube\n",
			"Bank- und Verwaltungsgebäude\n",
			"Restaurant Wegweiser\n",
			"Restaurant Castello\n",
			"Atelierwohnung\n",
			"Gasthaus Moosersagi\n",
			"Gasthof Linde\n",
			"Ehem. BezirksgebSude\n",
			"Einfamilienhaus/Geschäftsräume/Garage\n",
			"Jugendherberge Friedau\n",
			"Fabrikgebäude mit angebautem MFH\n",
			"Büro und Wohngebäude mit Kesselhaus\n",
			"Mehrfamilienhaus/Gewerberäume\n",
			"Mehrfamilienhaus/Geschäftsräume\n",
			"Feuerwehrgerätemagazin\n",
			"Büro- und Wohngebäude\n",
			"Gebäude links\n",
			"Ehemaliges Stöckli\n",
			"Gasthof Feldblume\n",
			"Restaurant alte Post\n",
			"Asylbewerberunterkunft\n",
			"Restaurant Warteck\n",
			"Neubau Gewerbehaus mit Wohnung\n",
			"Restaurant Hauptstrasse 58\n",
			"Restaurant Wartegg\n",
			"Restaurant Klosterstübli\n",
			"Haus zur Rose\n",
			"Bankgebäude Promenadenstrasse 6\n",
			"Bürohaus\n",
			"Plaza\n",
			"Heirihus\n",
			"ehem. SBW-Gebäude / im UG Club Campania\n",
			"Umbau Schopf in Wohnung\n",
			"Trakt Nord\n",
			"Trakt Süd\n",
			"Schlosserei\n",
			"5 ZWG 1.OGKurt + Sylivia Fischer\n",
			"Container A\n",
			"Container B\n",
			"Container C\n",
			"Container D\n",
			"Gemeinschaftsraum Wasserhaus\n",
			"Eidg. Zeughaus\n",
			"alte Jagdhütte\n",
			"ehemalige Trotte\n",
			"Wohnhaus mit Nebengebäude\n",
			"Mühlenbebäude\n",
			"Migros-Markt Seepark\n",
			"Abendfrieden\n",
			"Heizung für Bodanstrasse 7a\n",
			"Schloss Brunnegg (Anbau)\n",
			"Heizung für Romanshornerstrasse 70+72\n",
			"Röömerburg Verwalterhaus\n",
			"Wohnhaus Scheune Schopf\n",
			"Restaurant Steinbock Wohnungen\n",
			"Café Konditorei Studerus\n",
			"Falkenbrauereidepot\n",
			"Wohncontainer\n",
			"MFH Bahnhofstr. 18\n",
			"Altes Schulhaus Au\n",
			"Ferienheim Concordia\n",
			"Immenhof Wochenendhaus\n",
			"Wohnteil Alt\n",
			"Pförtnerhaus\n",
			"Zum Salamander\n",
			"Knechtenhaus\n",
			"Jungwachthütte\n",
			"Scheune Kern\n",
			"Eugensberg/Sandegg Mehrfamilienhaus\n",
			"Altes Restaurant Schäfli\n",
			"Restaurant Hotel Schwanen\n",
			"Schulhaus Ottoberg\n",
			"Alpe Gesero\n",
			"Cascina alpeggio\n",
			"Ristorante della Posta\n",
			"chiesa\n",
			"Stabile Ventimiglia\n",
			"appartamento Coldesina\n",
			"garage postali\n",
			"Sud\n",
			"negozio\n",
			"Ex grotto Hunterwalden\n",
			"mappale 960\n",
			"Osteria Centrale\n",
			"Casa Patriziale\n",
			"Ex Ristorante Orchidea\n",
			"edificio unico con 1502a\n",
			"Alpe Pertusio \"Lucomagno\"\n",
			"Casa Diana\n",
			"Casa Parrocchiale\n",
			"inabitabile\n",
			"Alpeggio\n",
			"Bar osteria con camere Eden\n",
			"solo camera\n",
			"Albergo Pedrinis\n",
			"anche mappale 379 estinto\n",
			"Sassano\n",
			"Venn\n",
			"Morei\n",
			"Monda\n",
			"Cassinon\n",
			"Casa di vacanza (monti) (20)\n",
			"Casa di vacanza (monti) (5)\n",
			"Camere personale Hotel\n",
			"Centro Sociale\n",
			"nord2\n",
			"nord1\n",
			"casa del personale della clinica\n",
			"Casa A\n",
			"Osteria\n",
			"Ristorante patriziale\n",
			"Bar Baracca\n",
			"Residenza Bacco\n",
			"Albergo\n",
			"Centr.prof. art. nord ovest\n",
			"commerciale\n",
			"Albergo con appartamento\n",
			"Stabile COOP e cinema REX\n",
			"Hotel Monte Brè\n",
			"Commerciale\n",
			"Ristorante Colmanicchio\n",
			"ex-macello\n",
			"oratorio\n",
			"Ristorante Birillo e Casa\n",
			"campeggio\n",
			"Condominio Ex Birreria\n",
			"Casa Michelangelo\n",
			"Condominio Salina 2\n",
			"Cond. Al vecchio Porto A\n",
			"Muralto Residence\n",
			"Pensione Elisabetta\n",
			"Grotto Scalinata\n",
			"Ristorante Albergo Froda\n",
			"Casa Camarco\n",
			"est\n",
			"Casa monofamigliare o bifamigliare,Magaz\n",
			"Hotel Al Ponte\n",
			"Schwyzerhuesli\n",
			"Villino Rosa Kurhaus personale servizio\n",
			"galleria d'arte + bed & breakfast\n",
			"vedi anche 283\n",
			"Tamborini SA\n",
			"Locanda San Lucio\n",
			"Stabile Casa Cattaneo\n",
			"Centro Rampiga\n",
			"Condominio Vergi=\n",
			"Casa Al Prado\n",
			"Scuola privata con camere\n",
			"Palazzo Corselve\n",
			"Palazzo Corso Elvezia\n",
			"Stabile Sayonara\n",
			"Stabile Eredi Bianchi\n",
			"Palazzo Soldino\n",
			"Centro Bettydo\n",
			"Stabile Genzana\n",
			"Palazzo Intercom\n",
			"Condominio particella 471 - Ruvigliana\n",
			"Palazzo Via della Posta 4\n",
			"Stabile Coralba\n",
			"Stabile Via Carducci\n",
			"Stabile Amad=\n",
			"Condominio Villa Clelia\n",
			"Stabile GB Immobiliare SA\n",
			"Stabile Gargantini\n",
			"Condominio Via Calgari 2\n",
			"Condominio Crisbau\n",
			"AMAG SA\n",
			"Palazzo Massonico\n",
			"Condominio Palazzo San Luca\n",
			"Palazzo Tucano\n",
			"Casa per scolari città di Zurigo\n",
			"Stabile Monza\n",
			"Condominio Antica Segheria\n",
			"Casa Florinda\n",
			"Bed & Breakfast\n",
			"Carrozzeria\n",
			"Convento dei Cappuccini\n",
			"Condominio Residenza Excelsior\n",
			"Ristorante-Pizzeria Da Renato\n",
			"ristorante con abitazioni\n",
			"agriturismo\n",
			"Villa di locali espositivi\n",
			"OTAF Casa Gaia\n",
			"Casa\n",
			"Residenza Gondoletta\n",
			"Stazione di benzina (160)\n",
			"Abitazione da 3 a 10 appartamenti (375)\n",
			"edificio 2\n",
			"Bed and Breakfast\n",
			"Salone Parrocchialo\n",
			"mappale 422\n",
			"Depandance\n",
			"ex albergo Country Club\n",
			"edificio b\n",
			"Fondazione OTAF Maneggio\n",
			"albergo Parco Paradiso\n",
			"ex casa comunale\n",
			"Rist. Villa Elena\n",
			"Zocca\n",
			"ACT\n",
			"Casa monofamigliare o bifamigliare (168)\n",
			"Locanda della Pace\n",
			"Fatt. Moncucchetto (can.a sotto Sorengo)\n",
			"Casa Storni\n",
			"Convento St. Maria\n",
			"mappale 752\n",
			"anche Parrocchia di Vezia\n",
			"abitazione e cantina\n",
			"Casa Portichetto\n",
			"Orto Aniceto\n",
			"Darsena con cucinino e bagno\n",
			"Delta carb sa\n",
			"anche mappale 496\n",
			"Monticello\n",
			"Carpenteria\n",
			"anche mappale 285\n",
			"Casello FFS\n",
			"Atelier scaradig 2\n",
			"Micro-birrificio\n",
			"Polus SA\n",
			"lettera coltura a\n",
			"Grotto Linet\n",
			"Sede pompieri\n",
			"rist + appartamenti\n",
			"stazione FFS\n",
			"e maneggio\n",
			"PINACOTECA ZUEST RANCATE\n",
			"Museo\n",
			"Sud ovest\n",
			"edf RF 481\n",
			"foresteria\n",
			"Edificio pure sui mappali 1167 e 1168\n",
			"Suter K.\n",
			"Capanna Alpe Bolla\n",
			"anche appartamento custode scuola\n",
			"Oratorio San Nicolao\n",
			"Casa di vacanza (monti) (67)\n",
			"casa1\n",
			"anche mappale 100\n",
			"Garni Residenza Onirica\n",
			"Cascina Alpeggio\n",
			"map. 120-119/casa + camere da affittare\n",
			"Ristorante Maggini\n",
			"Ristorante al Pentolino\n",
			"Casa Gioconda\n",
			"Casa Cristina\n",
			"Casa Andrea\n",
			"ostello\n",
			"Ouest\n",
			"Société vinicole\n",
			"La Diligence\n",
			"Dal Pont\n",
			"Scierie Kohli\n",
			"Brotzet Ensoleillé\n",
			"Mémoret A\n",
			"Etable de Frience\n",
			"PPE Le Blaireau\n",
			"Verveine\n",
			"Cergnement\n",
			"Schellenberg\n",
			"Ferme de Cergnement\n",
			"Sur le Scex\n",
			"Chalet le Passerau\n",
			"Le Lierre\n",
			"Les Platanes\n",
			"Bâtiment Hengartner\n",
			"Le Troll\n",
			"Rochegrise\n",
			"La Citronelle\n",
			"Le Tilleul\n",
			"Les Laurelles\n",
			"Chanteclair\n",
			"Chandouze\n",
			"Chalet Les Hirondelles\n",
			"Gare du Feydey\n",
			"Kehret\n",
			"Riant Chalet\n",
			"La Lorraine\n",
			"Pré Fleuri\n",
			"Villa du médecin\n",
			"La Solitude\n",
			"Chalet aux Fers\n",
			"Bel Alp\n",
			"Le Refuge\n",
			"Salins\n",
			"Chesalet\n",
			"Marianne\n",
			"Le Collège\n",
			"Chalet La Bercière\n",
			"Chalet La Linotte\n",
			"Auberge de la Tour\n",
			"L'Escale\n",
			"Mon Refuge\n",
			"Garage Moderne\n",
			"Le Petit-Poucet (Home)\n",
			"Chalet Le Cendrillon\n",
			"Garage d'Orsay\n",
			"Bar La Calèche\n",
			"Chalet Le Trient\n",
			"Maison La Dacha\n",
			"La Baita (Collège)\n",
			"Les Frênes\n",
			"Martinets (Les)\n",
			"Forge (La)\n",
			"Chalet Clair-Bois\n",
			"Pré des Sources\n",
			"Sport's House\n",
			"Eurotel Victoria\n",
			"Salon\n",
			"Equinoxe (L')\n",
			"Ancienne gare BVB\n",
			"Poste & Gare BVB\n",
			"Magasin\n",
			"Chalet Tamango\n",
			"Ruchet\n",
			"Perce-Neige\n",
			"Madoric\n",
			"Pharmacie\n",
			"La Violette\n",
			"Chalet Fortuna\n",
			"Gare Arveyes\n",
			"Ecusson Vaudois\n",
			"Chalet Rionzy\n",
			"La Réserve\n",
			"Grenache\n",
			"Touama\n",
			"Arsoja\n",
			"Le Sporting\n",
			"Chalet La Moraine\n",
			"Bâtiment du Feu\n",
			"Le Budokan\n",
			"Le Terminus\n",
			"La Bricole\n",
			"La Butte\n",
			"Les Vioz\n",
			"Chalet Le Madrier\n",
			"Les Vernes\n",
			"La Luciole\n",
			"Diablerets Parc A\n",
			"La Couronne\n",
			"Musée\n",
			"Annexe\n",
			"Ancienne Poste\n",
			"Le Caveau\n",
			"Hôtel de l'Union\n",
			"Restaurant de la Poste\n",
			"La Torne\n",
			"Le Moulin\n",
			"Auberge\n",
			"Carrosserie\n",
			"Le Château\n",
			"Vieux Moulin\n",
			"Restaurant du Chalet\n",
			"Café des Vignerons\n",
			"Rest. 3 Suisses\n",
			"Restaurant Vieux Pressoir\n",
			"Café du Commerce\n",
			"Les Ferrages\n",
			"Restaurant de la Cigogne\n",
			"Le Four à Pain\n",
			"Le Prein\n",
			"Auberge du Grütli\n",
			"Hôtel de la Balance\n",
			"Bâtiment postal\n",
			"Sté Laiterie\n",
			"Lion d'Or - restaurant\n",
			"Café du Lion d'Or\n",
			"Auberge du Chêne\n",
			"Le Cabanon\n",
			"Au Sportif Ameublement\n",
			"Café du Nord\n",
			"Le Châtelard\n",
			"En Jallet\n",
			"Grand Pré\n",
			"Le Grillon\n",
			"Ancienne Forge\n",
			"La Citadelle\n",
			"FERME\n",
			"Café Central\n",
			"Ancienne Maison des Pauvres\n",
			"La Galère\n",
			"Restaurant le Major Davel\n",
			"Café de la Croix-Blanche\n",
			"Café des Cluds\n",
			"A Tout Vent\n",
			"Restaurant Les Planets\n",
			"Hôtel des Rasses\n",
			"Chalet Neuf\n",
			"Colonie de vacances\n",
			"Ferme la Cour\n",
			"Les Sagnes\n",
			"La Coquille\n",
			"Fondation Bartimée\n",
			"Restaurant Les Rochats\n",
			"Restaurant La Gittaz\n",
			"Chalet Dessus\n",
			"Chalet Le Sollier\n",
			"Restaurant des Amis\n",
			"Hôtel restaurant de Belmont\n",
			"Vivarium\n",
			"Eglise méthodiste\n",
			"Casa d'Italia\n",
			"Medi-Clinic\n",
			"Clinique Bois-Cerf\n",
			"Collège de l'Elysée\n",
			"Marbrerie du Bois de Vaux\n",
			"Auberge du Chalet-à-Gobet\n",
			"Fondation de Vernand\n",
			"Chantier naval de Vidy\n",
			"Collège Centre\n",
			"annexe\n",
			"Café du Cerf d'Or\n",
			"Café-Restaurant du Pigeon\n",
			"La Gerbesse\n",
			"Les Confréries\n",
			"Le Muguet\n",
			"Zone industrielle C\n",
			"Vieux Stand\n",
			"Dépendance nord\n",
			"Collège du Village\n",
			"Laiterie de La Mélériaz\n",
			"Restaurant du Lac de Bret\n",
			"Oenovin\n",
			"Le Cottage\n",
			"Le Crêt\n",
			"Les Gollies\n",
			"Bel Horizon\n",
			"Restaurant du Signal\n",
			"Ancien Collège\n",
			"Le Guillaume Tell\n",
			"Fonds Enfance malheureuse\n",
			"Ecole de musique, magasin, habitation\n",
			"La Longeraie\n",
			"Rest. de la Croix fédérale\n",
			"Maison St-Martin\n",
			"Cure Catholique\n",
			"Perceval - Maison Hirondelle\n",
			"Perceval - Pavillon Chantecler\n",
			"Perceval - Maison Blanchefleur\n",
			"Perceval - Pavillon Peronnik\n",
			"Perceval - Maison Les Biolles\n",
			"La Cazzola\n",
			"En Champ pâté\n",
			"Bergère\n",
			"L'Islaz\n",
			"Restaurant L'Etoile\n",
			"La Fontaine\n",
			"Petite-Terre\n",
			"La Caroline\n",
			"Restaurant Les Rutannes\n",
			"La Grange\n",
			"Restaurant du Loup\n",
			"Le Grand Chaney\n",
			"Prémontant\n",
			"Halte CFF\n",
			"Ancienne Gendarmerie\n",
			"Station-Service\n",
			"Auberge de Crassier\n",
			"Restaurant Ecusson V.\n",
			"Hostellerie du XVIème\n",
			"Clos des Sapins\n",
			"Vieux-Château\n",
			"Bâtiment Forestier\n",
			"Ferme du Sollier\n",
			"Restaurant Barrage\n",
			"Chante-Bise\n",
			"Musée du Vieux Baulmes\n",
			"Chalet Buvette\n",
			"Le Pressoir\n",
			"Station service\n",
			"Villa Epo\n",
			"Garderie Plein-soleil\n",
			"La Vieille Auberge\n",
			"La Sartelle\n",
			"Café de la Poste\n",
			"Maison La Colline\n",
			"Cafe Olmi Victor\n",
			"Chenau\n",
			"Restaurant Gare du Nord\n",
			"Briquetterie\n",
			"Garage de Boulex\n",
			"Carrosserie Nouvelle\n",
			"Neypraz\n",
			"Hôtel de l'Ours\n",
			"Restaurant de l'Ecusson Vaud.\n",
			"Auberge du Coq\n",
			"Restaurant La Poste\n",
			"Café de L'Etoile\n",
			"EMS Duc\n",
			"Bel Oiseau\n",
			"Le Bucher\n",
			"Hôt.Belvédère\n",
			"Le Colibri\n",
			"Les Fontaines\n",
			"Chalet La Brindille II\n",
			"Ecole à la Montagne\n",
			"Chalet Cimerose\n",
			"Bar Le Moca\n",
			"Le Progrès\n",
			"Relais Haute Gruyère\n",
			"Ancien Hôtel du Vanil\n",
			"Pont Turrian\n",
			"La Pastourelle\n",
			"Follieran\n",
			"Ma Chaumière\n",
			"Chalet Calypso\n",
			"Auberge de Jeunesse\n",
			"Les Echanoz\n",
			"Le Chabloz\n",
			"Le Petit Montclair\n",
			"Chalet Le Rubly\n",
			"Les Mourets\n",
			"La Guérite\n",
			"Hauterive\n",
			"Les Tilleuls\n",
			"Condémines B\n",
			"Les Rossillonnes\n",
			"Restaurant Au Coeur de la Côte\n",
			"BATIMENT\n",
			"Hotel/Restaurant\n",
			"Immeuble 2\n",
			"Poste de Douane\n",
			"restaurant ?La Montagne?\n",
			"La Pervenche\n",
			"La Risette\n",
			"Café-Restaurant Chez Charly\n",
			"Restaurant Pont Brent\n",
			"Propriété Le Mesnil\n",
			"Chalet Le Mazot\n",
			"Chalet Mont-Fleuri\n",
			"Hôtel Victoria\n",
			"Nant\n",
			"Restaurant Le Montagnard\n",
			"Gare de Chamby\n",
			"Café du Col de Jaman\n",
			"Paroisse Catholique\n",
			"Restaurant Le Manoire\n",
			"Restaurant Stand de Gilamont\n",
			"Doublon de 841353?\n",
			"Champ du Merle\n",
			"Camping VD8\n",
			"Ancienne Cure\n",
			"Restaurant des Champs\n",
			"Restaurant du Guil.-Tell\n",
			"Le Pâturiau\n",
			"Chalet Blanc Claude\n",
			"Vieux collège\n",
			"Restaurant de la Brinaz\n",
			"Centre commercial\n",
			"Le Bois-Odet\n",
			"Hôtel La Maison Blanche\n",
			"Collège des 4 Marronniers\n",
			"Clos d'Equarrissage\n",
			"Café de la Promenade\n",
			"Pizzeria chez Peponne\n",
			"Citrons masqués\n",
			"Château d'Entremonts\n",
			"Wohnheim St. Sebastian\n",
			"Bellwaldhaus\n",
			"Internat Kollegium Spiritus Sanctus\n",
			"Schul-und Sportzentrum\n",
			"Werkstatt / Büro\n",
			"Restaurant Egga\n",
			"Restaurant Finnubiel\n",
			"Restaurant Waldesrand\n",
			"Primarschule/Kindergarten\n",
			"Restaurant Zer Mili\n",
			"Studios und Gewerbe Theler AG\n",
			"Alphütte / Sennerei\n",
			"Bortelhütte (Restaurant)\n",
			"Restaurant Mäderlika\n",
			"Wohhaus + Scheune Stall\n",
			"Hotel Fletschhorn\n",
			"Fleischtrocknerei Molinari Sempione\n",
			"Sennerei\n",
			"Schulhaus Werkhof Gemeinde\n",
			"Bäckerei/Tea Room\n",
			"Haus Grina\n"
			]
			},
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Hütte-Stall\n",
			"Chalet Myriam\n",
			"Chalet Abendruh\n",
			"Change Tscherrig\n",
			"Burgerhaus\n",
			"Chueni\n",
			"Feiwald\n",
			"Petit Bourg\n",
			"Les Alpes\n",
			"Les Magnolias\n",
			"Café Le Relais des Mayens\n",
			"Le Rectorat\n",
			"Martin Hervé\n",
			"Le Mayen-court\n",
			"Chalet Les Chênes\n",
			"Banque Raiffeisen\n",
			"Chapelle + appartement + Protect. civil\n",
			"Immeuble Les Rottes\n",
			"Café des Biolles\n",
			"Café Les 3 Suisses\n",
			"Café des Alpes\n",
			"Café La Channe d'Or\n",
			"Café du Pont\n",
			"Immeuble Scex-Riond\n",
			"L'Héronnière\n",
			"La Nendette\n",
			"Café le Jéricho\n",
			"Mon Repos\n",
			"Café des Condémines\n",
			"Les Eudrans\n",
			"Garage et station service du Pont\n",
			"Café de la Coopérative\n",
			"Café Restaurant Le Bargeot\n",
			"Chalet Doutzy\n",
			"Ancien café\n",
			"Carnotzet chez Pompéo\n",
			"Ancien Garage\n",
			"Magasin PAM\n",
			"Garage du Relais\n",
			"Nendaz Tourisme\n",
			"Boulangerie du Village\n",
			"I Pilo à Lantin\n",
			"Café l'Oiseau Bleu\n",
			"Epicerie du Village\n",
			"café de la Place\n",
			"Immeuble Mont-Rouge 2\n",
			"Cabinet médical de l'Antenne\n",
			"Café, Restaurant, Vieux Chalet\n",
			"Le Chant du Torrent\n",
			"Mariéthoz Sports\n",
			"Mont-Fort Alpine Resort\n",
			"La Maison Blanche\n",
			"Carrosserie J. Mariéthoz\n",
			"Café le Sapin Blanc\n",
			"Marynor\n",
			"Pan\n",
			"Auberge du Bleusy\n",
			"Chalet de la Rosa-Blanche\n",
			"Chez Georges\n",
			"Les Sapins\n",
			"Immeuble Mont Calme\n",
			"Les Arcades\n",
			"Flash\n",
			"Dominique\n",
			"Tila Hutte\n",
			"Hirsekorn\n",
			"Louna\n",
			"Gentil Nid\n",
			"Dzerjonne\n",
			"Patagonia\n",
			"Ruedi\n",
			"La Brise\n",
			"Les Sorbiers\n",
			"Claire\n",
			"La Belette\n",
			"café chez Pompéo\n",
			"Garage de la Printse\n",
			"Banque cantonale\n",
			"E Bio-Zo\n",
			"Le Garbo\n",
			"Le Dahu\n",
			"Le Mazot\n",
			"L'Aurore\n",
			"Les Lupins\n",
			"Au Cocorico\n",
			"Lavage self service\n",
			"Cabane du glacier de Tortin\n",
			"Immeuble Raiffeisen\n",
			"Dépot Zschokke\n",
			"Doral\n",
			"Dépôt Bader\n",
			"Trianon\n",
			"Café La Colombe\n",
			"Laiterie de Champsec\n",
			"Hôtel La Vallée\n",
			"Hôtel du Grand-combin\n",
			"Restaurant La Ruinette\n",
			"Restaurant Le Giétroz\n",
			"Gai Manoir\n",
			"Hôtel Montpelier\n",
			"Tamara\n",
			"Vieux-Valais\n",
			"Hôtel Ermitage\n",
			"La Critze\n",
			"Immeuble Pichanmi\n",
			"La Vallée Blanche\n",
			"Hôtel de la Poste\n",
			"Les Criquets\n",
			"Vénus\n",
			"Rendez-vous\n",
			"Cupidon\n",
			"Rosalp\n",
			"Hôtel Mont-Fort\n",
			"Mont aux sources\n",
			"Darbay\n",
			"Fugues\n",
			"Etablons\n",
			"Le Coublay\n",
			"Y Z'Avan\n",
			"Restaurant le Mayen\n",
			"Mont Fort (Grange)\n",
			"Grillades\n",
			"Restaurant des Ruinettes\n",
			"Restaurant Attelas I\n",
			"Restaurant Le Millenium - Hôtel Rotonde\n",
			"Mont-Blanc\n",
			"Chaperon Rouge\n",
			"Etoile du Berger\n",
			"Chic\n",
			"Croquignol\n",
			"BCV\n",
			"Clair de Lune\n",
			"Bâtiment Diligence\n",
			"Balalaïka\n",
			"Claire-Joie\n",
			"La Source\n",
			"Massilia\n",
			"Closerie\n",
			"Arbalète\n",
			"Gentiana\n",
			"Janidoc\n",
			"Cheval Marin\n",
			"Centre polysportif\n",
			"Hôtel N° 14\n",
			"Helena\n",
			"Kiravi\n",
			"Hôtel Chalet d'Adrien (anc. Verluisant)\n",
			"Sous La Piaire\n",
			"Gai Luron\n",
			"La Vigne\n",
			"Hautes Cimes\n",
			"Espéranza\n",
			"Liliane\n",
			"Renoir\n",
			"Alexandre\n",
			"Attelas\n",
			"Restaurant du Sonalon\n",
			"Namasté\n",
			"Pastourelle\n",
			"Hunter\n",
			"Les Elfes C\n",
			"Cretta Pollet\n",
			"Palasui\n",
			"L'Epicure\n",
			"Canebière\n",
			"Le Genevrier\n",
			"Collège de Bagnes\n",
			"Les Arolles\n",
			"Mareinda\n",
			"Makini\n",
			"Restaurant Esserts\n",
			"Cabane Brunet\n",
			"Fellay Simon\n",
			"Chez Samy\n",
			"Hospice\n",
			"Cabane\n",
			"Auberge des Alpes\n",
			"Café Petit-Auberge\n",
			"Hotel Vieux Vichere\n",
			"Garage du Bourgeal\n",
			"Hôtel des Alpes\n",
			"Pré-Fleuri A\n",
			"Ecole E.R.V.E.O.\n",
			"Hôtel Edelweiss\n",
			"Pension Col Fenètre\n",
			"Le Dolent\n",
			"Maya-Joie\n",
			"Restaurant Le Mazot\n",
			"Hôtel du Glacier\n",
			"Immeuble L'Eau-Vive\n",
			"Boulangerie Gentiane\n",
			"Chalet en Plein Air/Pension\n",
			"Hôtel Alpina\n",
			"Hôtel Belvédère/Pension\n",
			"Chalet du Lac\n",
			"Chalet Clair-Lac\n",
			"Four de Commeire\n",
			"Café-Restaurant-Hôtel le Catogne\n",
			"Restaurant Vieux Champex\n",
			"Gare MO\n",
			"Restaurant Des Dranses\n",
			"Garage Bristol\n",
			"Centre commercial Coop\n",
			"Restaurant Bellwald\n",
			"Sportgeschäft Holzer\n",
			"Restaurant Imfeld\n",
			"Pension Albrun\n",
			"Studio Heimatli\n",
			"Waschhaus Imfeld\n",
			"Burghitta\n",
			"Restaurant Bellevue\n",
			"Hütte Judenstafel Objekt Nr. 16-1\n",
			"Hütte Distelboden\n",
			"Hüttel Chummini\n",
			"Hütte Läger\n",
			"Hütte Salzgäbi\n",
			"Galmihornhütte\n",
			"Hütte Münstiger Galen\n",
			"Hütte Unner-Fleschen\n",
			"Hütte Trützi\n",
			"Hütte Schossmatte\n",
			"Hütte Geschiner Galen\n",
			"Hütte Obere Fleschen\n",
			"Hütte Follenboden\n",
			"Valaisia\n",
			"Le Chamossaire\n",
			"Le Grenier\n",
			"Pension les Audanes\n",
			"Télé Anzère\n",
			"Doukti\n",
			"Dépôt-studio\n",
			"Bétrisey\n",
			"Colonie St-Raphaël\n",
			"Les Grands Sapins\n",
			"Gai Logis\n",
			"La Poste Des Haudères\n",
			"La Vallée Quinquaillerie\n",
			"Lu Gréni des Môresses\n",
			"Le Mounetu\n",
			"Hôtel du Pigne\n",
			"Hotel du Barrage Gr.Dix.\n",
			"Café-Restaurant Bellevue\n",
			"Café de l'Aigle\n",
			"Restaurant Relais des Mayens\n",
			"La Pitrerie\n",
			"Home Notre Dame du Bon Accueil\n",
			"Auberge des Collons\n",
			"La Cambuse\n",
			"Cabane La Matze\n",
			"Marie-Madeleine\n",
			"Le Roc\n",
			"Immeuble Les Sérandes\n",
			"La Godille\n",
			"Pension Mont-Noble\n",
			"Le Vieux Chalet\n",
			"Restaurant Flaschen\n",
			"Restaurant Alpengruss\n",
			"Rinderhütte\n",
			"Chalet Bänzi\n",
			"Hotel Walliserhof\n",
			"Haus Champignon\n",
			"Haus Tarbey A\n",
			"Haus Tarbey B\n",
			"Torrentbahnen\n",
			"Haus Utoring\n",
			"Haus La Matze\n",
			"Haus Steinbock\n",
			"Hotel Römerhof\n",
			"Chalet Heimeli\n",
			"Haus Beatrice\n",
			"Hotel Derby\n",
			"Haus Valesia\n",
			"Haus Amadisli\n",
			"Restaurant Altels\n",
			"Hotel Regina Terme\n",
			"Haus Forest A\n",
			"Haus Forest B\n",
			"Hotel Zayetta\n",
			"Haus Adora\n",
			"Haus Cine Rex\n",
			"Haus Bambi\n",
			"Restaurant Walliserkanne/Hotel\n",
			"Bahnhof LLB\n",
			"Hotel Paradis\n",
			"Restaurant Gemmipasshöhe\n",
			"Berghotel Schwarenbach\n",
			"Haus Venus\n",
			"Haus Saturn\n",
			"Haus Neptun\n",
			"Haus Christina\n",
			"Primar/Sekundarschule\n",
			"Chinchilla Pub\n",
			"Alphütte Camendzind\n",
			"Wohnhaus Rotzer\n",
			"Alphütte Fehr\n",
			"Alphütte Rupp\n",
			"Alphütte Lehner\n",
			"Alphütte Zumofen\n",
			"Wohnhaus Roten\n",
			"Alphütte Julier Erwin\n",
			"Alphütte Julier Ewald\n",
			"Alphütte Bilgischer\n",
			"Alphütte Kuonen\n",
			"Alphütte Karlen\n",
			"Alphütte Wyder\n",
			"Alphütte Loretan\n",
			"Alphütte Wermelinger\n",
			"Alphütte Oggier\n",
			"Alphütte Oggier-Cina\n",
			"Wohnhaus Küpfer\n",
			"Alphütte Loretan Lukas\n",
			"Wohnhaus Köppel\n",
			"Alphütte Varonier\n",
			"Alphütte Kuonen Mario\n",
			"Wohnhaus Meichtry\n",
			"Wohnhaus Sewer\n",
			"Alpthütte Pfammatter\n",
			"Wohnhaus Bittel\n",
			"Hütte Allet\n",
			"Hütte Roten Kurt\n",
			"Hütte Arnold\n",
			"Hütte Julier\n",
			"Hütte Kiechler\n",
			"Hütte Grichting Raoul\n",
			"Hütte Locher\n",
			"Hütte Grichting Ornella\n",
			"Chalet Loretan\n",
			"Restaurant Schäferstube\n",
			"Restaurant Traecha\n",
			"Restaurant zur Sonne\n",
			"Hotel Rhone\n",
			"Gemeindeverwaltung / Schulhaus\n",
			"Kreuzritter-Keller\n",
			"Ferme Elsig\n",
			"Restaurant le Mazots\n",
			"Hotel Central(Vinum)\n",
			"Gebäude Montani Klaus\n",
			"Stall Julen\n",
			"Clavien Michel\n",
			"ehem. Pisur/Melow BAr\n",
			"Restaurant Varensis\n",
			"Café Grotte\n",
			"Keller zur Grotte\n",
			"Hotel Rhoneblick\n",
			"Chalet Maja\n",
			"Restaurant Sport\n",
			"Haus Märliacher\n",
			"Haus Mitte\n",
			"Haus Ost\n",
			"Restaurant Braderstübli\n",
			"Driescht\n",
			"Bruderschaftshaus\n",
			"Handlung\n",
			"Rest. Trächu Hittu\n",
			"Office Company\n",
			"Restaurant Friedheim\n",
			"Motel Vallesia\n",
			"Caves Provins pressoir\n",
			"Café des Marronniers\n",
			"Mazot partie Nord\n",
			"Centre commercial de Châtaignier\n",
			"Immeuble Plein Soleil\n",
			"Cave Thétaz\n",
			"Chenil\n",
			"Ancien magasin Perret\n",
			"Immeuble \"Dent Favre B\"\n",
			"Café Bellevue\n",
			"Bâtiment \"Sendt\"\n",
			"ORSAT : bâtiment principal ou du milieu\n",
			"Garage des Alpes SA\n",
			"Bât. de l'Horlogerie\n",
			"Garage du Simplon\n",
			"Servicestation Shell\n",
			"Maison Blanche\n",
			"La Goutière\n",
			"Le Valésia\n",
			"La Régence\n",
			"Immeuble Pasquier\n",
			"Garage Octodure\n",
			"Caves Orsat\n",
			"Garage Olympic\n",
			"Maison Jaune\n",
			"Carrosserie Germano\n",
			"Manoir\n",
			"Centre Mont-Blanc\n",
			"Ecole commerce\n",
			"Hôtel Belvédère\n",
			"Hôtel du Forum\n",
			"Restaurant de la Douane\n",
			"Bâtiment Polli\n",
			"Centre scolaire Bât.C\n",
			"Près du Pont\n",
			"Hôpital régional de Martigny\n",
			"Ecole Professionnelle\n",
			"Restaurant Les Touristes\n",
			"Bâtiment Conforti A\n",
			"Garage Gorges du Trient\n",
			"Centre d'entretien RN9\n",
			"Hôtel du Parc\n",
			"Bâtiment scolaire C\n",
			"Les Fils de Georges Moret SA\n",
			"Le Chapiteau Romain\n",
			"Garage Transalpin\n",
			"La Porte d'Octodure\n",
			"Garage Mont-Blanc\n",
			"Café de la Place\n",
			"Chalet Beauregard\n",
			"Café Bal-trap\n",
			"Le Granit\n",
			"Les Guerres\n",
			"Café-restaurant de Plan Cerisier\n",
			"Le Drapeau Suisse\n",
			"Bâtiment Sud\n",
			"Chalet de Papy\n",
			"Bât. 2295\n",
			"Le Trianon\n",
			"Le Tsatella\n",
			"Café-Restaurant la Tzoumaz\n",
			"Le Manoir de la Faraz\n",
			"le Majestic\n",
			"Clair Matin\n",
			"Mouflard\n",
			"Ecureuils\n",
			"Tea-Room La Gourmandine\n",
			"Tsoum Hostel\n",
			"Relais de la Sarvaz\n",
			"Café de la Tour\n",
			"Dépôt de fruits et légumes\n",
			"Luisier\n",
			"Café Nouvo Bourg\n",
			"Bâtiment Stella\n",
			"Imm. La Poste\n",
			"Immeuble \"Gottefrey\"\n",
			"Immeuble \"Le Falot\"\n",
			"Immeuble \"La Tour\"\n",
			"Immeuble \"Justsax\"\n",
			"Le Paradis\n",
			"Auberge de Sapinhaut\n",
			"Auberge Pierre-A-Voir\n",
			"école primaire\n",
			"Chalet Bon Abri\n",
			"Garage de Champéry\n",
			"Les Rhododendrons\n",
			"Garage Bar Les Contrebandiers\n",
			"La Renardière\n",
			"Restaurant des Sports\n",
			"Cantine des Rives\n",
			"Chalet Hortensia\n",
			"Plein Coeur\n",
			"Restaurant Le Toupin\n",
			"Chalet de la Fontaine\n",
			"Boucherie Chapelay\n",
			"Chalet Les Marronniers\n",
			"Les Communaux\n",
			"Menuiserie Vincenzetti\n",
			"Bergerie\n",
			"Chalet Vieil Ami\n",
			"Auberge Grange au Soleil\n",
			"L'Etape\n",
			"Restaurant les Iles\n",
			"Café de l 'Escale\n",
			"Halle Mottola\n",
			"Douane\n",
			"Buvette de Chalet Neuf\n",
			"Sept Nains\n",
			"Bâtiment du Léman (entier)\n",
			"Restaurant La Batelière\n",
			"Atelier Fornay\n",
			"La Fringale\n",
			"Le Tonkin\n",
			"Les Jardins de Marie\n",
			"La Marina\n",
			"Habitation de complaisance\n",
			"containers aux Moyens\n",
			"Café-Restaurant & Hôtel \"Le Rivage\"\n",
			"Bâtiment \"Coopérative\"\n",
			"Bâtiment \"Le City\"\n",
			"Bâtiment \"Hôtel Suisse\"\n",
			"Gend. Croix-Blanche\n",
			"Station essence Shell\n",
			"Grange\n",
			"Fleurs des Alpes\n",
			"Le Raton Laveur\n",
			"Chalet Suisse\n",
			"Chalet Club Alpin Suisse\n",
			"PPE Joli-Bois A\n",
			"La Charrue\n",
			"Chalet Les Roses\n",
			"Maison St-Joseph\n",
			"Halte-Là\n",
			"Hôtel Le Repos\n",
			"Immeuble Les Cimes\n",
			"Café des Crosets\n",
			"Café-Restaurant du Relais\n",
			"Mon Bijou\n",
			"Chalet Le Sportif\n",
			"Au Bonheur\n",
			"Les Cytises\n",
			"Jackson'Café\n",
			"Café Chez Perrin\n",
			"Charly's Pub\n",
			"Restaurant Le Chalet\n",
			"Bureau du Juge communal\n",
			"Pizzeria\n",
			"Colonie La Volière\n",
			"Restaurant La Sergnaz - Logement\n",
			"Immeuble Les Cornettes\n",
			"3 appts + 1 studio\n",
			"Restaurant Geiss Gädi\n",
			"Ferienhaus Uf der Bitscheri\n",
			"Bina\n",
			"Zenzünen Beni\n",
			"Geschwister Walpen\n",
			"Restaurant Grängierstube\n",
			"Erpen Heinz\n",
			"Cafe Bettlihorn\n",
			"Rest. Edelweiss\n",
			"Bergheim\n",
			"Restaurant Golmuegg\n",
			"Chalet Don Bosco\n",
			"Haus Hütte Flesch\n",
			"Haus Valaisia\n",
			"Chalet Rhodania\n",
			"Haus Konkordia\n",
			"Haus Hollandia\n",
			"Restaurant Matterhorn\n",
			"Haus Südlenz\n",
			"Haus Twing\n",
			"Chalet Cassiopeia\n",
			"Chalet Talblick\n",
			"Chalet Al-Montanara\n",
			"Haus Christiania\n",
			"Chalet Senneheimat\n",
			"Tea Room Zurschmitten\n",
			"Chalet Stöckli\n",
			"Chalet Alpenblick\n",
			"Chalet Schönblick\n",
			"Chalet Arnika\n",
			"Haus Olympia\n",
			"Kiosk Riederfurka\n",
			"Hotel Riederfurka\n",
			"Aletschütte / Pro Natura Zentrum\n",
			"Alphütte beim Hohfluhlift\n",
			"Chalet Basilisk\n",
			"Alpenresidenz Edelweiss\n",
			"Hotel Restaurant Sonnenhalde\n",
			"Anenhütte\n",
			"Chalet Egga\n",
			"Restaurant Bärghüsli\n",
			"Haus Bergaster\n",
			"Eschi Gebäude 1371\n",
			"Haus Schwarzhorn\n",
			"Ambord\n",
			"Bahnhof Goppenstein\n",
			"Restaurant Kummenalp\n",
			"Nyfeler-Haus\n",
			"Hotel Lötschberg\n",
			"Hotel Sporthotel\n",
			"Chalet Bietschhorn\n",
			"Chalet Zubenbach\n",
			"Restaurant Jolibach\n",
			"Zentriegenhaus\n",
			"Restaurant Rarnerhof\n",
			"Restaurant Simplonblick\n",
			"Restaurant Rarnerkumme\n",
			"Restaurant Lauber\n",
			"Restaurant Germania\n",
			"Chalet Tannwald\n",
			"Bäckerei und Restaurant\n",
			"Haus Christania\n",
			"Chalet Elektra\n",
			"Hotel Bietschhorn\n",
			"Pension Zenhäusern\n",
			"Hotel Alpenrösli\n",
			"Haus Waldesruh\n",
			"Chalet Khava\n",
			"Pension Restaurant Sporting\n",
			"Zentralkäserei\n",
			"Haus Alpenrösli\n",
			"Restaurant Lonza\n",
			"Restaurant Tschäggättu-Pub\n",
			"Netz\n",
			"Haus Romantica\n",
			"Chalet Bergheimat\n",
			"Hotel zur Wildi\n",
			"Berghaus Lauchern\n",
			"Chalet Räbluus\n",
			"Bärgsunna\n",
			"Restaurant Ladenalp\n",
			"Restaurant Lötschberg\n",
			"Restaurant Sindbad\n",
			"Seiler Martin\n",
			"Haus Derby\n",
			"Chalet Ahorn\n",
			"Restaurant Hittebode\n",
			"Chalet Mars\n",
			"Haus Margelisch Ewald\n",
			"Abendfloh\n",
			"Chalet Weitmar\n",
			"Fata Morgana\n",
			"Café de la Couronne\n",
			"Immeuble de la Poste\n",
			"360\n",
			"Château D'Eau\n",
			"Château d'Eau\n",
			"Dépendance des Alpes\n",
			"Mt-Fleuri\n",
			"Le Vatican\n",
			"Bâtiment Le Bristol\n",
			"Les Perrons\n",
			"La Gare MC\n",
			"Bâtiment Grand-Hôtel\n",
			"Chalet du Glacier\n",
			"Pavillon Nant de Drance\n",
			"Auberge Les Touristes\n",
			"Bâtiment II Chalet\n",
			"Hôtel Suisse\n",
			"Centre sportif/loisirs Châtelard\n",
			"L'Ile\n",
			"Café Châtillon\n",
			"Menuiserie Nissille\n",
			"La Goutte d'Eau\n",
			"Zoo des Marécottes\n",
			"Café des Marécottes\n",
			"Le Mouriquet\n",
			"Labo Boulangerie et Appartement privé\n",
			"Les Soldanelles\n",
			"Immeuble \"Le Salentin\"\n",
			"Immeuble \"Le Planain\"\n",
			"Moderna 38-45\n",
			"La Cathédrale\n",
			"Café - restaurant\n",
			"Café du Progrès\n",
			"Ferme \"Cadoux\"\n",
			"Administration communale / Ecole\n",
			"Café des Chasseurs\n",
			"Café central\n",
			"La Bergère - Tea Room\n",
			"Café de la Brentaz\n",
			"Pension la Forêt\n",
			"Téléphérique Vercorin-Chalais\n",
			"Café de Paris\n",
			"Est\n",
			"Immeuble Morestel A\n",
			"Garage Central\n",
			"Restaurant des Alpes\n",
			"Bâtiment est\n",
			"Café des Promeneurs\n",
			"Chalet Salmo\n",
			"Auberge Le Mazot\n",
			"Restaurant Chasseur Gourmand\n",
			"Café des Mayens\n",
			"Ferraz\n",
			"Mabillard Denise\n",
			"Roh Raphaël\n",
			"de Preux Pierre\n",
			"Au 4ème Tiers\n",
			"Hôtel de Lens\n",
			"Bât. Coop\n",
			"Centre scolaire de Lens\n",
			"Copropriété Le Louché\n",
			"Café Restaurant L'Escale\n",
			"Cave\n",
			"Hôtel LeCrans SPA\n",
			"Restaurant Blanche Neige\n",
			"Hôtel Miedzor\n",
			"Immeuble Alex-Sports\n",
			"Immeuble Les 3 Vétérans\n",
			"Chalet Roc-Fontaine\n",
			"Immeuble Les Jolis Chalets 15\n",
			"Immeuble Le Florissant\n",
			"Immeuble Flaminia B\n",
			"Centre de congrès\n",
			"Chalets Crans-Délège\n",
			"Maison Cerise\n",
			"Chalet Le Raccard\n",
			"Pharmacie de Lens\n",
			"Excalibur\n",
			"Café Bambino\n",
			"Montana valley 1\n",
			"Café du Centre\n",
			"Café de Muzot\n",
			"Cabane du Petit Mountet K2115\n",
			"Chalet des Pâtres/Nava\n",
			"Habitation b)\n",
			"Alpage de Singlinaz\n",
			"Alpage de Nava\n",
			"Cabane de l'Ilhorn\n",
			"Eglise/Cure\n",
			"Chalet Colibri\n",
			"Bât. Roc-Neige\n",
			"Villa La Musardière\n",
			"Hôtel Panorama\n",
			"MAYEN Schnydrig-Caloz\n",
			"MAYEN Albrecht\n",
			"MAYEN Caloz\n",
			"MAYEN Hofer-Caloz\n",
			"Restaurant du Cervin\n",
			"Hôtel Vermala\n",
			"Trifels\n",
			"Le Rond Point\n",
			"Mirabella\n",
			"Chalet Le Torrent\n",
			"L'OPALE\n",
			"Résidence Holiday\n",
			"Bât. New Centre\n",
			"Les Daltons\n",
			"Immeuble la Renardiere\n",
			"MAYEN Clavien Pierrot\n",
			"MAYEN Clavien\n",
			"Barzettes Vacances A1\n",
			"Mayen De Preux/Comogne\n",
			"Mayen Métrailler\n",
			"Restaurant du Lac\n",
			"mayen\n",
			"Ecurie\n",
			"Les Arcades A\n",
			"Les Arcades B\n",
			"La Bergerie\n",
			"Favre Roland\n",
			"Résidence de l'Ours\n",
			"Café Belvédère\n",
			"Foyer des Jeunes Travailleurs\n",
			"Collège Planta\n",
			"Centre scolaire des Collines\n",
			"Institut Ste-Agnès\n",
			"Domaine de Diolly\n",
			"Ecole Val\n",
			"Caserne Police\n",
			"La Placette\n",
			"Palais Justice\n",
			"Cafe-Rest. Les Pelerins\n",
			"Café Grenette\n",
			"Maison du Diable\n",
			"Tripi\n",
			"Rozeaux a\n",
			"Chantovent A\n",
			"Cure + Eglise\n",
			"Immeuble La Meinaz\n",
			"Restaurant Im Grünen\n",
			"Depot Gasser\n",
			"Werkhalle mit einer Wohnung\n",
			"HEBAMME\n",
			"BÜHMAR\n",
			"SCHREN\n",
			"Meditationsstätte\n",
			"Restaurant Jägerstube\n",
			"Unneregga\n",
			"Hotel zum See\n",
			"Hotel Gädi\n",
			"Lärchenheim\n",
			"Hotel Desiree\n",
			"City\n",
			"Ruth\n",
			"Cathrine\n",
			"Roberto\n",
			"Burwald\n",
			"Lager zum See\n",
			"Restaurant Walliserkanne\n",
			"Zenklusen-Sport\n",
			"WKB Gebäude\n",
			"Hotel Eden\n",
			"Azurit\n",
			"Aspji-Tola\n",
			"Lager Niedergrächen\n",
			"Restaurant au Moulin\n",
			"Hotel La Collina\n",
			"Ackerschlösschen\n",
			"Christiania\n",
			"Akakor\n",
			"Atlantis\n",
			"Beatrice I\n",
			"Hotel Alpha\n",
			"Schreinerei Gsteinet\n",
			"Haus Elite\n",
			"Derby-Sport\n",
			"Myriam\n",
			"Iris II\n",
			"Chinumatthüsli\n",
			"Central\n",
			"chez Dani\n",
			"Glacier Sport\n",
			"Restaurant Camping\n",
			"Matterhorn Golfhotel\n",
			"Zum Bild\n",
			"Gletscherblick\n",
			"Zum Brunnen\n",
			"Hotel Sporting\n",
			"Haus Alfa\n",
			"Augustinushütte\n",
			"Haus St.Hubertus\n",
			"Haus Saphir\n",
			"Haus Eldorado\n",
			"Haus Channa\n",
			"Hotel Mattmarkblick\n",
			"Haus Alpina\n",
			"Bolero\n",
			"Mischabel\n",
			"Schönblick\n",
			"Felsheim\n",
			"Paloma\n",
			"Hittuliecht\n",
			"Aione\n",
			"Etoile\n",
			"Frohsinn\n",
			"Allalinblick\n",
			"Wiesengrund\n",
			"Heimatglück\n",
			"Weissmieshütte\n",
			"Bahnhof BVZ\n",
			"Restaurant Imboden\n",
			"Restaurant Monte-Rosa\n",
			"Chalet Heimatglück\n",
			"Pension Bergheimat\n",
			"Restaurant Riederstübli\n",
			"Hotel Bergfreund\n",
			"SchHan52\n",
			"AbgNor70\n",
			"SumHan43\n",
			"BorCla70\n",
			"AbgJea42\n",
			"PfaSta01\n",
			"Schaller Al & Iv\n",
			"Lorenz Friedbert, Hotel Weisshorn\n",
			"Restaurant Moosalpe\n",
			"Dorbia\n",
			"Meditationszentrum Goldbiel alt\n",
			"Güd, Schaller\n",
			"Schwesternschule\n",
			"Haus Schönblick\n",
			"Hotel Restaurant Eyholz\n",
			"z-zerzuben AG\n",
			"Café Heida\n",
			"St. Sebastian\n",
			"Haus Frohmatt\n",
			"Chalet Leni\n",
			"Hotel Sonnenberg\n",
			"Landhof Rohr\n",
			"Zer altu Latärnu\n",
			"Ara\n",
			"Du Pont\n",
			"Wollstube / Oberer Konsum\n",
			"Haus Kalbermatten Klemenz\n",
			"Nägli\n",
			"Haus Perren Irene\n",
			"Le petit hôtel Felsenhaus\n",
			"Glacier-Sport\n",
			"Villa Margherita\n",
			"Bayard-Sport\n",
			"Restaurant Stadel\n",
			"Gabelhorn\n",
			"S alt Hischi\n",
			"Efeu\n",
			"Alphubel\n",
			"Dent Blanche\n",
			"Schlosshotel Tenne\n",
			"Talstationsgebäude GGB\n",
			"Simi Personalhaus\n",
			"Hotel Ambassador A\n",
			"Hotel Ambassador B\n",
			"Bei Stäny\n",
			"Hotel Holiday\n",
			"Alicia\n",
			"Europe\n",
			"Pizzeria Roma\n",
			"Hotel Garni Artist / Tannegg\n",
			"Schreinerei Biner Basil\n",
			"Restaurant Zum See Max und Greti\n",
			"Chez Hermj\n",
			"Biner Beat\n",
			"Restaurant Zum Biel\n",
			"Tiefbach\n",
			"Howete\n",
			"Restaurant Othmars Skihütte\n",
			"Graven Inderbinen Eveline\n",
			"Rufinublick\n",
			"Zer Egga\n",
			"Hotel Ambassador C\n",
			"Rest. Moos\n",
			"Tuck-Tuck\n",
			"Restaurant Ried\n",
			"Restaurant Chez Vrony\n",
			"Bäckerei Biner\n",
			"Ferienhaus Julen Emil\n",
			"le petit hotel pavillon\n",
			"Chalet Biner Johannes\n",
			"Matterhorn Lodge\n",
			"Wohnhaus Albert Perren\n",
			"Wohnhaus Ingrid Zumtaugwald\n",
			"Communauté de Grandchamp\n",
			"Hôpital Psychiatrique\n",
			"Hôtel de la Truite\n",
			"Restaurant de la Gare Corcelles\n",
			"Hôtel de la Tourne\n",
			"L'Ecureuil\n",
			"Ferme la Cernia\n",
			"La Gare CFF\n",
			"La Morille\n",
			"Restaurant du Poisson\n",
			"Château de Colombier\n",
			"Atelier d'encadrement\n",
			"Restaurant Hippocampe\n",
			"La Bulette\n",
			"CAIV\n",
			"App. et écurie\n",
			"Cure catholique-romaine\n",
			"Hôtel de France\n",
			"Collège de la Citadelle\n",
			"Centre scolaire de Numa-Droz\n",
			"Bibliothèque\n",
			"Lycée Blaise-Cendrars\n",
			"Collège de l'Ouest\n",
			"Restaurant La Couronne (Hôtel)\n",
			"Chalet des éclaireurs\n",
			"Buvette\n",
			"Hôtel Le Grand-Sommartel\n",
			"Hôtel-Cabaret Butterfly\n",
			"Boulangerie Charmillot\n",
			"Restaurant du Doubs\n",
			"Chalet La Combotte\n",
			"Chalet des Amis de la Nature\n",
			"Petite-Folie\n",
			"Hôtel du Moulin\n",
			"Hôtel du Vieux Puits\n",
			"Fondation Les Billodes\n",
			"Fondation J. & M. Sandoz\n",
			"Bâtiment de la Poste\n",
			"Auberge du Prévoux\n",
			"Bureau communal\n",
			"Pinte de La Petite-Joux\n",
			"La Montagnarde\n",
			"Hôtel du Chasseur\n",
			"Hôtel de Nemours\n",
			"Hôtel de l'Aquarium\n",
			"Hôtel Le Saloon\n",
			"Hôtel Raisin\n",
			"Métairie des Génisses\n",
			"Centre scolaire/sportif\n",
			"Union Cadette\n",
			"Hôtel de Commune\n",
			"Camping-Piscine\n",
			"Collège des Charmettes\n",
			"Collège de la Promenade\n",
			"Gymnase\n",
			"Banque Migros\n",
			"hangar\n",
			"Hôtel du Verger\n",
			"Hôtel La Ferme\n",
			"Pavillon de vacances\n",
			"Le Sorgereux\n",
			"Exploitation agricole\n",
			"Ecole intercommunale\n",
			"Restaurant Le Panorama\n",
			"Hôtel des Communes\n",
			"Chalet Le Joran\n",
			"Maison Lardi\n",
			"Auberge Petit-Savagnier\n",
			"Eglise Libre\n",
			"Hôtel restaurant de la Poste\n",
			"Entrepôt André Grize\n",
			"Le Cercle\n",
			"Syndic. d'Alpage Pâquier\n",
			"Praz-Soleil\n",
			"Guérite/Gare\n",
			"Ancien collège\n",
			"Laiterie des Sagnettes\n",
			"Restaurant de l'Union\n",
			"Chez la Jo\n",
			"Chalet des Prés\n",
			"Restaurant des Planes\n",
			"Magasin / Dépôt\n",
			"Gare RVT\n",
			"Hôtel de ville\n",
			"Café, Restaurant du Patinage\n",
			"Hôtel de District\n",
			"Fromagerie du Mont\n",
			"Auberge des Fées\n",
			"Centre sportif régional\n",
			"Relais du Val-Terbi\n",
			"Bureaux, dépôt, appartement\n",
			"Habitation\n",
			"Hôtel Von Roll\n",
			"gare CFF\n",
			"Restaurant du Coq d'Or\n",
			"Maison pêcheurs\n",
			"Motel\n",
			"Restaurant du Soleil\n",
			"Hôtel du Cheval Blanc\n",
			"Hôtel La Croix-Blanche\n",
			"Restaurant de la Tête Noire\n",
			"Centre pour traumatisés cranio-cérébraux\n",
			"Auberge de la Gabiare\n",
			"Restaurant du Canon d'Or\n",
			"Ecole Envelier\n",
			"Restaurant Gde-Schönenberg\n",
			"Ecuries\n",
			"Restaurant du camping\n",
			"Restaurant du Jura\n",
			"Restaurant La Croix Fédérale\n",
			"Restaurant Biaufond\n",
			"Bureau de poste\n",
			"Hôtel du National\n",
			"Bâtiment de l'école\n",
			"Hôtel Halte des Amis\n",
			"Restaurant Les Chatons\n",
			"Restaurant de la Goule\n",
			"hôtel du Soleil\n",
			"Ancienne douane\n",
			"Restaurant du Vieux Moulin du\n",
			"Dortoirs\n",
			"Hôtel du Boeuf\n",
			"Restaurant du Lion d'Or\n",
			"Restaurant de la Pierre-Percée\n",
			"Restaurant La diligence\n",
			"Enka Karl Wenger SA\n",
			"Hôtel de la Croix d'Or\n",
			"Morier-Genoud Catherine, RS-chval blanc\n",
			"La Caquerelle / Chapelle\n",
			"Meury Sandra et Christophe, ST-Ursanne\n",
			"Sainte-Catherine / Kiosque\n",
			"Chaignat Cinzia et Raphaël\n",
			"Eglise réformée évangélique, Miécourt\n",
			"Petignat Frédéric\n",
			"Godinat Michel,\n",
			"Pheulpin Philippe,\n",
			"Winzeler Peter,\n",
			"Refuge des 4 vents\n",
			"Restaurant-Hôtel\n"
			]
			}
			],
			"source": [
			"for bez in GKLAS_unknown[GKLAS_unknown.GKAT == 1040].GBEZ.unique():\n",
			" print(bez)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 18,
			"id": "powered-musician",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"nan\n",
			"Abfallsammelstelle\n",
			"Schopf\n",
			"Lagergebäude mit Büro\n",
			"Gartenhaus\n",
			"Hühnerhaus\n",
			"Scheune\n",
			"Feuerwehrgerätelokal\n",
			"Doppelt 5\n",
			"Doppelt 14\n",
			"Telefonkabine\n",
			"offene Halle\n",
			"Nebengebäude\n",
			"Schulhaus 2\n",
			"Mehrzweckgebäude 2\n",
			"Fernmeldegebäude\n",
			"Schulhausanlage 632\n",
			"Trafostation\n",
			"Unterstand\n",
			"Garagengebäude\n",
			"Bürogebäude\n",
			"Gewerbeschulhaus\n",
			"Werkhofgebäude\n",
			"Werkgebäude\n",
			"Nicht eindeutig\n",
			"Schulpavillon\n",
			"Nebengebäude 1\n",
			"Nebengebäude 2\n",
			"Montagehalle 2\n",
			"Unterwerkgebäude 1771\n",
			"Unterwerkgebäude 1676\n",
			"Trakt C\n",
			"Trakt D\n",
			"Schulhausanlage\n",
			"Fabrikgebäude mit Büro 3\n",
			"Unterniveaugarage\n",
			"Gemeindehaus\n",
			"Gewerbegebäude\n",
			"Schulhaus\n",
			"Werk-/Feuerwehrgebäude\n",
			"Gewerbehaus\n",
			"Unterniveau Garage\n",
			"Garage\n",
			"Werkstatt\n",
			"Industriegebäude\n",
			"Gerätehaus\n",
			"Gartenhalle\n",
			"Pavillon\n",
			"Lagergebäude\n",
			"Lagergebäude 1088\n",
			"Ladengebäude mit Büro\n",
			"Betriebsgebäude\n",
			"Lagergebäude 1087\n",
			"Magazin\n",
			"Wohnhaus mit Scheune\n",
			"Speicher\n",
			"Gemeindesaal\n",
			"Betriebsgebäude 375\n",
			"Bienenhaus\n",
			"Geflügelhaus 91\n",
			"Geflügelhaus 92\n",
			"Schopf 96\n",
			"Schopf 99\n",
			"Wagenschopf\n",
			"Betriebsgebäude 374\n",
			"Kleintierstall\n",
			"Saunagebäude\n",
			"Schopf mit Werkstatt\n",
			"Garagengebäude 630\n",
			"Garagengebäude 631\n",
			"Garagengebäude 716\n",
			"Garagengebäude 738\n",
			"Garagengebäude 739\n",
			"Gerätehaus 817\n",
			"Gerätehaus 818\n",
			"Versammlungsgebäude\n",
			"Betriebsgebäude 1146\n",
			"Gewerbehaus 1823\n",
			"Gewerbehaus 1824\n",
			"Gewerbehaus 2\n",
			"Carport\n",
			"Einfamilienhaus\n",
			"Camäleon Bar\n",
			"Trafost/Tunnelstr\n",
			"Spritzenhaus\n",
			"Reservoir\n",
			"Maschinengebäude\n",
			"Versammlung\n",
			"Hütte\n",
			"Waldhütte\n",
			"Pumpstation Reckholderboden\n",
			"Hütte Neuhuswäldli\n",
			"Kirche\n",
			"Werkstatt 2\n",
			"Kindergarten\n",
			"Schauzellen\n",
			"Heizzentrale\n",
			"Fabrikgebäude\n",
			"Batzberghütte\n",
			"CVJM Hütte\n",
			"Tambouren\n",
			"Lager\n",
			"Lager 2\n",
			"Werkhof\n",
			"Garderobe\n",
			"Restaurant/Bar\n",
			"Fabrikgebäude 3135\n",
			"Autowaschanlage\n",
			"Tankstellengebäude\n",
			"Garagengebäude 1\n",
			"Garagengebäude 2\n",
			"Garagengebäude 3\n",
			"Ateliergebäude\n",
			"Stallgebäude\n",
			"Gewächshaus\n",
			"Friedhofgebäude\n",
			"Werkstattgebäude\n",
			"Verbindungsgang\n",
			"Tankstelle\n",
			"OKP/BSA Zivilschutzanlage\n",
			"Sanitätsposten Zivilschutzanlage\n",
			"Restaurant u. Waschstrasse\n",
			"Velounterstand\n",
			"Scheune Nebengebäude\n",
			"Realschulhaus \"Berg\"\n",
			"Schulhaus \"Schwandel\"\n",
			"Hotel ****\"sedartis\"\n",
			"Villa \"Diana\"\n",
			"Bankgebäude \"Credit Suisse\"\n",
			"Kindergarten Rossi\n",
			"Schulhaus \"Oelwiese\"\n",
			"Schulhaus\"Feld\"\n",
			"Villa Erika\n",
			"SCHEUNE MIT GEWERBE\n",
			"Restaurant \"Portofino\"\n",
			"Schützenhaus\n",
			"Unterstation NOK/EKZ\n",
			"Ferienhaus mit Pergola\n",
			"Campinggebäude\n",
			"Reservoir \"Lindeli\"\n",
			"gehört zu Nr. 8\n",
			"ehemals 54-56\n",
			"ehemals 55-59\n",
			"bei 23\n",
			"bei 95\n",
			"bei 5\n",
			"bei 3\n",
			"bei 10\n",
			"bei 4\n",
			"Waschhaus\n",
			"Trottenhaus\n",
			"bei 27\n",
			"gehört zu Nr. 7\n",
			"im Baurecht\n",
			"gehört zu Nr. 3\n",
			"gehört zu Nr. 33\n",
			"gehört zu Nr. 71\n",
			"gehört zu Nr. 69\n",
			"gehört zu Nr. 4\n",
			"gehört zu Nr. 5\n",
			"gehört zu Nr. 2\n",
			"gehört zu Nr. 26\n",
			"gehört zu Nr. 18\n",
			"gehört zu Nr. 54\n",
			"gehört zu Nr. 44\n",
			"gehört zu Nr. 39\n",
			"gehört zu Nr. 23\n",
			"gehört zu Nr. 35\n",
			"gehört zu Nr. 37\n",
			"Gemeindeverwaltung\n",
			"Bauamt\n",
			"Land, Forstwirtschaft, Gärtnerei\n",
			"Pfadihütte\n",
			"Anlagen\n",
			"Schreinerei mit Büro und Schulungsräumen\n",
			"Gastgewerbe\n",
			"Magazin unterirdisch\n",
			"Klinikgebäude 2\n",
			"Scheune Auf der Burg\n",
			"zwei Gewerbehäuser\n",
			"Autoreparaturwerkstätte\n",
			"Neuapostolische Kirche\n",
			"Jugendhaus\n",
			"Garageboxen\n",
			"Stall\n",
			"UNG\n",
			"ARA Betriebsgebäude\n",
			"ARA, Klärbecken\n",
			"Zivilschutzanlage\n",
			"ARA\n",
			"Unterwerkgebäude\n",
			"Tiefgarage\n",
			"Geschäftshaus\n",
			"Schopf 573\n",
			"Schopf 575\n",
			"Kapo-Hundezwinger\n",
			"Remise, Wagenunterstand\n",
			"Abfertigungsgebäude\n",
			"Interio\n",
			"Barry Callebaut\n",
			"Restaurant\n",
			"Stadthaus\n",
			"Halle 7 (Flugzeughalle)\n",
			"Lager- und Gebindelager\n",
			"MFH\n",
			"Wohnhaus mit Restaurant\n",
			"Schulhaus Grüze\n",
			"Fliegerärztliches Inst.\n",
			"NO Nord-Ost-Bürogebäude\n",
			"Laden\n",
			"Schulgebäude\n",
			"Installationsgebäude\n",
			"El. Werkstatt/Theorieg./Zeughaus\n",
			"Feuerwehrgebäude\n",
			"Kompressorengebäude\n",
			"Halle 2 + 3\n",
			"Gemeinde (Burg)\n",
			"Gewerbehaus (im Dornacher)\n",
			"Gemeinde (Betriebswarte Wasserwerk)\n",
			"Toreco AG (SR)\n",
			"Schule (Turnhalle)\n",
			"Gemeinde (Schmiede)\n",
			"Pfadiheim\n",
			"Shell-Tankstelle Heuberg\n",
			"Garderobe/Clubhaus FC Brüttisellen\n",
			"Zürcher Blumenbörse\n",
			"Staat Zürich, Fischereigebäude\n",
			"Kiosk und Garderobengebäude\n",
			"Sportturnhalle Dürrbach\n",
			"Ausbildungsgebäude Militär\n",
			"Gärtnereigebäude\n",
			"Trafostation/Tankstelle\n",
			"Gewächshaus (Teil)\n",
			"Klubhaus\n",
			"Pumpenhaus\n",
			"Tankstelle, OK Coop AG\n",
			"Schopf 3\n",
			"Fernheizverbund Tablat\n",
			"Schopf 2\n",
			"Schopf 1\n",
			"Schopf 5\n",
			"Ferienhaus\n",
			"Wohnhaus mit Garage\n",
			"Wohnhaus mit Anbau\n",
			"Wohnhaus\n",
			"Einstellhalle\n",
			"Rebhaus\n",
			"Wohngebäude\n",
			"Buswartehäuschen\n",
			"Buswartehalle\n",
			"Wartehalle\n",
			"Bahnwärterhaus\n",
			"Wohnhaus mit Lager\n",
			"Wohn- und Geschäftshaus\n",
			"Wohnhaus mit Schopf\n",
			"Remise\n",
			"Wohnhaus mit Arztpraxis\n",
			"Baracke\n",
			"Waaghaus\n",
			"Milchlokal\n",
			"Munitionsmagazin\n",
			"Garage 297\n",
			"Wohnhaus mit Laden\n",
			"Blockhaus\n",
			"Maschinenind.u.Apparatebau\n",
			"Kassengebäude\n",
			"Verkehr\n",
			"Unterkunftsbaracke\n",
			"Gemeinschaftsraum\n",
			"Garage 2\n",
			"Garage 3\n",
			"Hundezwinger\n",
			"Garage 397\n",
			"Garage 575\n",
			"Mästereigebäude\n",
			"Garage 592\n",
			"Feldscheune\n",
			"Tankraum\n",
			"Tabakscheune\n",
			"Wohnhaus mit Werkstatt\n",
			"Wohnhaus mit Gewerbe\n",
			"Keller\n",
			"Sprengstoffmagazin\n",
			"Garderobengebäude\n",
			"Ueberdachung\n",
			"Perronüberdachung\n",
			"Garage 4516\n",
			"Sonstiger Sonderbau\n",
			"Verwaltung\n",
			"prov. Baracke (Familienzentrum)\n",
			"Primarschulhaus Reppisch\n",
			"Verwaltungsgebäude\n",
			"Primarschulhaus Letten\n",
			"Primarschulhaus Linden\n",
			"Reithalle\n",
			"Unterstand Spielplatz\n",
			"Fahrzeugeinstellhalle\n",
			"Fräsehalle\n",
			"Betonhalle\n",
			"Trotthaus\n",
			"Gartencenter\n",
			"Oekonomiegebäude\n",
			"Grundwasserpumpwerk\n",
			"Steinlager\n",
			"Fabrikgebäude mit Büro\n",
			"Grastrocknerei\n",
			"Tankanlage\n",
			"UN-Garage (-teil)\n",
			"Waldhütte Grossmatthau\n",
			"Kindergarten Lettenmatt\n",
			"Kläranlagengebäude B\n",
			"UN-Garage\n",
			"Gewerbehaus / Klubhaus\n",
			"Reservoir \"Im Steig\"\n",
			"Kaserne; Wärmepumpenhaus, Trafostation\n",
			"Ökonomiegebäude\n",
			"Kläranlagengebäude C\n",
			"Schwimmbad, Garagengebäude\n",
			"Werkhalle\n",
			"Tankstelle, UN-Garage\n",
			"Atelier- / Bürogebäude\n",
			"WSL; LG Laborgebäude\n",
			"WSL; HL Hauptgebäude Labortrakt\n",
			"WSL; GH Gewächshaus West\n",
			"WSL; WE Werkstatt\n",
			"WSL; GH Gewächshaus Ost\n",
			"WSL; CA Casa\n",
			"WSL; MG Mehrzweckgebäude\n",
			"WSL; HV Hauptgebäude Verwaltung\n",
			"WSL; HS Hörsaal\n",
			"WSL; HP Hauptgebäude Pavillon\n",
			"Betriebsgebäude 2\n",
			"Personalhaus\n",
			"Oranges Gebäude\n",
			"Graues Gebäude\n",
			"Turnhalle\n",
			"Links\n",
			"Fabrikgebäude 1909\n",
			"Unterniveaugarage bei 28+30\n",
			"Scheune bei Neuhof 4, Samstagern\n",
			"Wohn- und Gewerbehaus\n",
			"Gewerbehaus mit Garage\n",
			"Eingansgebäude\n",
			"WC-Anlage\n",
			"Trafostation EKZ\n",
			"Bootshaus\n",
			"Trafostation Stapferheim (TS 32)\n",
			"Kapelle\n",
			"Werkstatt / Ausstellung\n",
			"Bootshabe\n",
			"Reformierte Kirche\n",
			"Schulhaus mit Turnhalle\n",
			"spezielles Gebäude\n",
			"Reglerstation\n",
			"Schopf Werkbetrieb\n",
			"Trinkhalle\n",
			"Lehrwerkstätte\n",
			"Kläranlage\n",
			"Gasdruckreduzierstation\n",
			"WC-Gebäude\n",
			"Treibhaus\n",
			"Wohnhaus mit Gewerbe u. Garage\n",
			"Personalrestaurant\n",
			"Trafostation Tableten (TS 46)\n",
			"Werkgebäude Gemeindewerke mit UG\n",
			"Stellwerkgebäude\n",
			"Liftgebäude\n",
			"Bergrestaurant Albishorn\n",
			"Schopf 558\n",
			"Scheune 580\n",
			"Scheune 581\n",
			"Schopf 679\n",
			"Schopf 680\n",
			"Schopf 1122\n",
			"Garagengebäude 1939\n",
			"Garagengebäude 1940\n",
			"Erdaufbereitung Ricoter\n",
			"Gärtnerei Blumengeschäft\n",
			"Schule\n",
			"Primarschule/Suberg\n",
			"Kraftwerk BKW\n",
			"Heilpädag.Sonderschule\n",
			"Kaserne, Kiosk\n",
			"Primarschule\n",
			"Kappelle\n",
			"Kindergarten I+II\n",
			"Realschule\n",
			"Velohaus\n",
			"alter Kindergarten\n",
			"Recyclingsammelstelle\n",
			"Lokomotivschuppen\n",
			"Schulhaus Gassacker II\n",
			"Säge\n",
			"Oberstufenzentrum\n",
			"Sekundarschulhaus\n",
			"Landi Verkaufsladen\n",
			"Laufstall/Schopf\n",
			"Restaurant Flugplatz\n",
			"Hof\n",
			"Spital\n",
			"Lager-, Büro- und Werkstattgebäude\n",
			"Krematorium\n",
			"Geschäft - Sprenglerei\n",
			"Holzlager/Unterstand\n",
			"Lagerhalle WUL\n",
			"Baugewerbe/Bedachungen\n",
			"Kiosk\n",
			"Praxis\n",
			"Kindergarten Hard\n",
			"CARNOSA Fleischverarbeitung\n",
			"Kaminfegergeschäft\n",
			"Baumschulen\n",
			"Grafikateliers\n",
			"Kommunikationsanlage mit Antennen und UM\n",
			"Sägerei\n",
			"Vereinslokal\n",
			"Schreinerei\n",
			"Gewerbebetrieb\n",
			"Tagesschule\n",
			"Turnhalle Hofstätten\n",
			"Feuerwehrmagazin\n",
			"Primarschule, Dorfschulhaus\n",
			"Primarschule Byfang / Klassentrakt\n",
			"Freilaufstall\n",
			"Silo\n",
			"Versickerungsanlage\n",
			"Teleskopmasten mit Yagi-Antenne\n",
			"Betonzentrale\n",
			"Kieswerk\n",
			"Restaurant Innere Enge\n",
			"KITA\n",
			"Eingang über Lorrainestrasse 66\n",
			"Kitanutzung\n",
			"Senkel-Tram\n",
			"Bahnhofgebäude\n",
			"Parlamentsgebäude\n",
			"Gewerbepark Felsenau\n",
			"BernMobil\n",
			"Rest. Schöngrün\n",
			"Blutspendedienst\n",
			"Verwaltungsgebäude Spital\n",
			"Garagenbetrieb\n",
			"Hodlerstrasse 16b\n",
			"Parkplatz\n",
			"Ensemble, Kanton\n",
			"Reitschule\n",
			"beachtenswert / Gebäudegruppe\n",
			"Botschaftsgebäude\n",
			"Pförtnerhaus\n",
			"Autounterstand\n",
			"Poolhaus\n",
			"Reberhaus\n",
			"Hallenbad\n",
			"Werkstatt und Büro\n",
			"Werkstatt Schreinerei\n",
			"Gewerbe\n",
			"Lagerraum\n",
			"Pfrundscheuene\n",
			"Kirchgemeindehaus\n",
			"Spitex\n",
			"Hornussermagazin\n",
			"Unterstation\n",
			"Laufstall\n",
			"Scheune / Stall\n",
			"Hotel\n",
			"Anstaltsgebäude\n",
			"Stationsgebäude\n",
			"Postgebäude\n",
			"Einkaufszentrum\n",
			"Mehrzweckraum, Kindergarten\n",
			"Verwaltungsbau\n",
			"Wohnhaus um 1926.\n",
			"Unterrichtsgebäude\n",
			"Bankgebäude\n",
			"Holztröckneanlage um 1900.\n",
			"Schlosserwerkstatt\n",
			"Telefonzentrale\n",
			"Haus 844 A - J / P 346.\n",
			"Radio-Messstation\n",
			"Station\n",
			"Restaurant/Kiosk\n",
			"Nobshaus\n",
			"Fabrikgebäude um 1914.\n",
			"Wehrdienstzentrale\n",
			"Boxenlaufstall\n",
			"Geschäftshaus mit Restaurant (Scherzhaus\n",
			"Kommerzgebäude Bläuacker\n",
			"Schweineschaune\n",
			"BG 4904 Dienstbarkeits-Vertrag.\n",
			"Fischbrut - Anstalt Brand Sonntag 21.10.\n",
			"BG 4163 / NBR.\n",
			"Abfüllgebäude\n",
			"Sudhaus um 1934.\n",
			"Affenhaus\n",
			"Schweinestall\n",
			"Silogebäude um 1961.\n",
			"Hühnerhaus um 1948.\n",
			"Kuhstall um 1952. Stallgebäude 63 A / P\n",
			"Schopf für Schnitzellager\n",
			"Garagen\n",
			"Einstellraum\n",
			"Laube\n",
			"Schopf (Whg)\n",
			"Carport/Geräteraum\n",
			"Ofenhaus\n",
			"BG 3832 NBR Wegrecht\n",
			"Treibhaus mit Verkaufsladen\n",
			"Saalbau\n",
			"Lagerschuppen\n",
			"Durchgang/Verbindung\n",
			"Mutterkuhlaufstall\n",
			"BG 728 Verpflichtung.\n",
			"Tavelweg 2\n",
			"Schulhs. Seidenberg\n",
			"Tannental 8\n",
			"Aufbahrungshalle\n",
			"Kindergarten Sinneringen\n",
			"Graströckne\n",
			"Kindergarten Utzigen\n",
			"Schutzraum\n",
			"Pferdestall\n",
			"Maurerhaus\n",
			"Altkleider-Container\n",
			"Tannholzstrasse 1\n",
			"Nicht-Wohngebäude ohne Wohnung\n",
			"Lagerhalle\n",
			"Gebäude\n",
			"Bernstrasse 160\n",
			"Schopf, Kirchweg 6\n",
			"Schopf, Kirchweg 8\n",
			"Schopf, Kirchweg 10\n",
			"Gartenhaus, Kirchweg 12\n",
			"Gartenhaus, Kirchweg 14\n",
			"Gartenhaus, Kirchweg 18\n",
			"Gartenhaus, Kirchweg 16\n",
			"Fabrik\n",
			"Mehrzweckhalle\n",
			"Spezialraumtrakt\n",
			"Gebäude / Bauten\n",
			"Mischturm\n",
			"Bürohaus\n",
			"Solartankstelle\n",
			"Café Bar\n",
			"Lebensmittelkontrolle Pilzkontrolle\n",
			"Schloss\n",
			"Schwimmbad\n",
			"Arztpraxis\n",
			"Sek. Schulhaus\n",
			"Alte Mühle\n",
			"Kindergarten Fabrikstr.\n",
			"Markthof Lengnau\n",
			"Kindergarten Mühleweg\n",
			"Atelier\n",
			"Abwasserreinigungsanlage\n",
			"Kornhaus\n",
			"Gyriträff\n",
			"Technikumsgebäude\n",
			"Kindergarten Hofgut\n",
			"ehemaliger Kino Palace\n",
			"Auto- und Velounterstand\n",
			"Tennisplätze\n",
			"Holzwerkstatt\n",
			"Haltestelle Zug Buchmatt\n",
			"Tribünengebäude\n",
			"Scherm\n",
			"Remisengebäude\n",
			"neu -> Überbauung Steinhof\n",
			"Siechenhaus\n",
			"Clubhaus Bocciaclub\n",
			"Metzgerei\n",
			"Wehrdienstmagazin\n",
			"Poulailler\n",
			"Aérodrome\n",
			"Maison à 3 appartements\n",
			"Dépot / Bureau\n",
			"école enfantine\n",
			"Foradia\n",
			"La Salamandre 3\n",
			"Maison de paroisse (Ancre)\n",
			"Pavillon jardin\n",
			"Usine\n",
			"Surface de vente\n",
			"Ecole enfantine\n",
			"Vigier\n",
			"Landi\n",
			"Anstalten\n",
			"Reception Camping TCS\n",
			"Folienhauskomplex (1-3)\n",
			"Primarschulhaus\n",
			"Atelier/Autounterstand\n",
			"Inselhaus\n",
			"Klinikgebäude\n",
			"Kinderheim\n",
			"Frauenpavillon\n",
			"Bethesda, Personalhaus / Restaurant\n",
			"Lagerhaus\n",
			"Holzschopf\n",
			"Garage/Werkstatt\n",
			"Lagerschopf\n",
			"Fahrzeughalle\n",
			"Rollblock\n",
			"Umformerstation RBS\n",
			"Buchhbinderei\n",
			"Gartenbau\n",
			"Burgerhaus\n",
			"Schweinescheune\n",
			"Einkaufszentrum Shoppyland\n",
			"Mattenweg\n",
			"Lochackerweg\n",
			"Sandstrasse\n",
			"Aeschweg\n",
			"Sprachheilschule\n",
			"Privatklinik Wyss AG\n",
			"Schulhaus Allmend\n",
			"Kindergarten Allmend\n",
			"Schulhaus Riedli\n",
			"Restaurant Mini-Corner\n",
			"Unteres Schulhaus\n",
			"Kindergarten Neumatt\n",
			"Kindergarten Hübeli\n",
			"Schulhaus Waldeck\n",
			"Seminar Hofwil, Turnhalle\n",
			"eh. Bahnhof\n",
			"Oberdorfstrasse\n",
			"LKW-Werkstatt mit Lager- und Einstellhal\n",
			"Vergärungsanlage biogener Abfälle\n",
			"Spedition\n",
			"Werkstatt und Lager\n",
			"Sauna\n",
			"Neues Schulhaus\n",
			"Pension Skiheim\n",
			"Talstation Geils\n",
			"Hotel Alpina\n",
			"Grabenmatte\n",
			"Oberstufenschule\n",
			"Garage, Grundstück 3086, BR 4528\n",
			"Bauernhaus\n",
			"altes Amthaus\n",
			"Cafe-Restaurant Bad Frutigen\n",
			"Autounterstand/Schopf\n",
			"Schulhaus und Turnhalle Reckental\n",
			"Kraftwerk\n",
			"Fischzucht\n",
			"Werkstatt SHB\n",
			"Hotel Gemmi\n",
			"Eishalle mit Restaurant und Garderoben\n",
			"Talstation Luftseilbahn\n",
			"Talstation\n",
			"Bergstation/Bergrestaurant Sunnbüel\n",
			"Mehrzweckgebäude\n",
			"Pizzeria Lido\n",
			"Skihütte\n",
			"Weidgemach\n",
			"Hotel Bären\n",
			"Kichgemeinde\n",
			"Schlachthof\n",
			"Grobau\n",
			"Parkhotel\n",
			"Bergstation\n",
			"Skilift/Schutzhütte\n",
			"Schiffsstation\n",
			"Restaurant Hohwald\n",
			"Schulhaus Spirenwald\n",
			"Station Beatenberg\n",
			"Restaurant St. Beatushöhlen\n",
			"Strandbeizli\n",
			"Bergstation Seilbahn\n",
			"Tennisschule\n",
			"Gasthof Wilerhorn\n",
			"Gasthaus zum alten Degen\n",
			"Restaurant Hafenpintli\n",
			"Chossi\n",
			"Weidhaus Wybschwendi\n",
			"Gästehaus\n",
			"Chalet Diamant\n",
			"Restaurant Buffet Grund\n",
			"SAC Hütte\n",
			"Luftseilbahn Pfingstegg\n",
			"Primarschule Bussalp\n",
			"C & M, café und mehr\n",
			"Werkstätte WAB\n",
			"Obere Gletscherstrasse\n",
			"Flugplatz\n",
			"Scheune Loch\n",
			"Ostermundigenhaus\n",
			"Restaurant zum alten Bären\n",
			"Sekundarschule\n",
			"Camping\n",
			"Hotel Blumenthal\n",
			"Schulungsgebäude\n",
			"Edelweiss\n",
			"Wengernalpbahn\n",
			"Sekundarschule, Schulhaus\n",
			"Primarschule Kindergarten\n",
			"Pension\n",
			"Restaurant Allmendhubel\n",
			"Restaurant Gimmelen\n",
			"Spielplatz\n",
			"Magazin Talstation\n",
			"Bahnstation Mürren\n",
			"Restaurant Brig\n",
			"Restaurant Schiltgradhüsi\n",
			"Restaurant Berghaus\n",
			"Militärunterkunft (ALST)\n",
			"Autoladen und Werkstatt\n",
			"Kindergarten Spüelimad\n",
			"Real-u. Sekundarschule\n",
			"Eishalle\n",
			"Militärbaracke\n",
			"Försterhütte\n",
			"Garage und Lagerraum mit Büroraum\n",
			"Ladenlokal\n",
			"Abbundhalle\n",
			"Restaurant Harderkulm\n",
			"Residence\n",
			"Haus Jungfrau\n",
			"Kiosk / Betriebsgebäude\n",
			"Restaurant Panorama\n",
			"Werkhof Gemeinde\n",
			"Amtshaus\n",
			"ARA-Betriebsgebäude\n",
			"Kindergarten Steindler I & II\n",
			"Hotel Berghof\n",
			"Hotel Garni\n",
			"Personalhaus Hotel Bären\n",
			"Zimmerei\n",
			"Primar und Realschule\n",
			"Möbelfabrik\n",
			"Duschgebäude Camping Wydeli\n",
			"Gasthof Sternen\n",
			"Kindergarten Moos\n",
			"Restaurant Windrose\n",
			"Pfarrhausspeicher\n",
			"Kindergarten Wyden\n",
			"Kindergarten Manuela\n",
			"Mühle\n",
			"Primarschule / Kindergarten\n",
			"Waschhausanbau\n",
			"Verkaufs-Gewächshaus\n",
			"Scheibenstand\n",
			"Murtenstrasse\n",
			"Beherbergungstrakt\n",
			"Lagerhaus/Laden\n",
			"Denner\n",
			"Buchdruckerei\n",
			"Autoeinstellhalle\n",
			"Gemeindewerkhof\n",
			"Poulet-Masthalle\n",
			"Produktionsgebäude\n",
			"Schafstall\n",
			"Bâtiment administratif\n",
			"Halle de dépôt\n",
			"Ecole Enfantine\n",
			"Ecole secondaire (partie centrale)\n",
			"Eglise mennonite\n",
			"Fabrique\n",
			"Loge\n",
			"Kiosque Neuve-Porte\n",
			"Café\n",
			"Römerstrasse 7\n",
			"Poststrasse 13\n",
			"Portstrasse 40\n",
			"Portstrasse 38\n",
			"Portstrasse 35\n",
			"Industriestrasse 20\n",
			"Hauptstrasse 17\n",
			"Erlenstrasse 44\n",
			"Erlenstrasse 41\n",
			"Erlenstrasse 36\n",
			"Erlenstrasse 32\n",
			"Erlenstrasse 15\n",
			"Mattenstrasse 6a\n",
			"Bernstrasse 24\n",
			"Erlenstrasse\n",
			"Walter Nikles AG\n",
			"Restaurant Cruchon\n",
			"Fischzuchtanstalt\n",
			"Werkstatt Drechslerei\n",
			"Freizeitzentrum\n",
			"Kirchliches Zentrum\n",
			"Restaurant Romantica\n",
			"Camping WC-Anlage\n",
			"Restaurant Engelberg\n",
			"Evang.-Ref. Kirchgemeindehaus\n",
			"Zimmerei / Schreinerei\n",
			"Sägerei Chirel\n",
			"Auslauf Aegelsee\n",
			"Stall BR 1568\n",
			"Restaurant Oberstockenalp\n",
			"Restaurant Stockhorn\n",
			"Rauchküche\n",
			"Kantonale Fischzucht\n",
			"Trinkwasserpumpwerk\n",
			"Hotelzimmertrakt\n",
			"Kant. Bergbauernschule\n",
			"Bergbauernschule\n",
			"Heilpädagogische Schule\n",
			"Hauswirtschaftsschule\n",
			"Kant. Fischzuchtanstalt\n",
			"Kiestag\n",
			"Garage Einwohnergemeinde (vermietet)\n",
			"Heidegg\n",
			"Wasserreservoir\n",
			"Kraftwerk Handeck I\n",
			"Hotel Bellevue\n",
			"Jugendzentrum cvjm\n",
			"Hotel Viktoria\n",
			"Neubau Gewächshaus\n",
			"Holzschopf/Geräteraum\n",
			"Bistro Badesee\n",
			"Chalet Sustenblick\n",
			"Kraftwerk Zentr. Fuhren\n",
			"Kraftwerk.Zen.Hopflauenen\n",
			"Restaurant Susten-Kulm\n",
			"Säge u. Hobelwerk\n",
			"Hotel zum Alpbach\n",
			"Bahnhof Meringen\n",
			"Personalrestaurant Bamf\n",
			"Sekundarschule Meiringen\n",
			"Hallenbad / Turnhalle\n",
			"Kfm. Berufsschule\n",
			"Behindertenheim\n",
			"Türkisch Imbiss\n",
			"Flugplatz Kontrollturm\n",
			"Kälberstall\n",
			"Primarschule Willigen\n",
			"Helibasis\n",
			"Mattensäge\n",
			"Jugendlokal\n",
			"Käsereigebäude\n",
			"Milchannahmestelle\n",
			"Hermann Rösti AG\n",
			"Skischulgebäude\n",
			"Farnere\n",
			"Erlebnisbad\n",
			"Chemistafel\n",
			"Bethesda\n",
			"Talstation Weisshornbahn\n",
			"Heuhaus\n",
			"Schiessstand\n",
			"Gartenhaus / Sauna\n",
			"Geräteraum\n",
			"Vereins Lokal\n",
			"Skilifthaus\n",
			"Technickgebäude\n",
			"Stall/Halle\n",
			"Wasserfassung\n",
			"Forsthaus\n",
			"Stafel\n",
			"Sennhütte\n",
			"Schutzhütte\n",
			"Käserei\n",
			"Whg unter EGID Nr. 1400948, da STWE\n",
			"Talstation / Kasse\n",
			"Küchenbaracke\n",
			"Bürobaracke\n",
			"Scheune 366\n",
			"Lagerhalle 251\n",
			"Lagerhalle 251a\n",
			"Primarschule/Kindergarten\n",
			"Bistro\n",
			"Holzunterstand\n",
			"Restaurant Cheeserii\n",
			"Chalet Lauibach\n",
			"Langlaufbaracke\n",
			"Ferienheim Buebebärg\n",
			"Chalet Alphütte\n",
			"Bahnhof Saanen\n",
			"Geschäft Bikesport\n",
			"Talstation Wispile\n",
			"Schwimmbad Kappeli\n",
			"Campingplatzanlage Kappeli\n",
			"Hallenbad / Restaurant\n",
			"Talstation Horneggli\n",
			"Chalet St. Anna Kapelle\n",
			"Salzhüsi\n",
			"Sesselbahn Talstation\n",
			"Skilift\n",
			"Chalet Golf-Club\n",
			"Chalet Sunnestübli\n",
			"Scheune mit Gymnastik, Jaccuzzi etc.\n",
			"Gartenhaus mit Büroraum\n",
			"Feuerwehrmagazin / Kindergarten\n",
			"SSge\n",
			"Ladenschopf\n",
			"Flughafen\n",
			"Bahnstation GBS\n",
			"Grastrocknungsanlage\n",
			"Brunnenscherm\n",
			"KIGA\n",
			"Restaurant Spycher\n",
			"Landhus\n",
			"Boumgarte\n",
			"Alleehus\n",
			"Sägerei / Zimmerei\n",
			"Maschinenhalle\n",
			"Restaurant Höfli\n",
			"Bahnstation\n",
			"Schulstrasse\n",
			"Möbel Ryter\n",
			"Buchmatt 2b\n",
			"Buchmatt 4b\n",
			"Post\n",
			"Friedhof\n",
			"Jugendtreff\n",
			"Mühlehohlen\n",
			"Feuerwehr\n",
			"Carport/Geräteschuppen\n",
			"Campingplatz Bad Blumenstein\n",
			"Kaserne\n",
			"Primarschule Obere Au\n",
			"Kindergarten I und II\n",
			"Oberstufenschulhaus (14) mit Aula (14a)\n",
			"Werkstatt-/Bürogebäude\n",
			"Hotel Schönbühl\n",
			"Umformerstation\n",
			"Eisbahn\n",
			"Restaurant Landhaus\n",
			"Skihütte im Baurecht\n",
			"Badhaus\n",
			"Restaurant Beatenbucht\n",
			"Wartehalle BLS\n",
			"Milchannahmegebäude\n",
			"Schützen-Haus\n",
			"Werkhof/Mehrzweckgebäude\n",
			"Info-Center\n",
			"Strandbad\n",
			"Kindergarten Schwäbis\n",
			"Kindergarten Günzenen\n",
			"Kindergarten Kirchbühl\n",
			"Kindergarten Zelg\n",
			"Kindgar. Sonnenfeld I+II\n",
			"Primarschule Sonnenfeld\n",
			"Allmendstrasse 14\n",
			"Frutigenstrasse 45\n",
			"Gwattstrasse 120\n",
			"Seestrasse 66\n",
			"Seestrasse 68\n",
			"Aarestrasse 38 B\n",
			"Allmendstrasse 6 A\n",
			"Allmendstrasse 8\n",
			"Bälliz 26\n",
			"Bälliz\n",
			"Bälliz 39\n",
			"Bälliz 41\n",
			"Bälliz 46 A\n",
			"Bälliz 57\n",
			"Bälliz 71\n",
			"Bierigut-Strasse 2\n",
			"Bierigut-Strasse 4\n",
			"Bierigut-Strasse 4 A\n",
			"Bierigut-Strasse 6\n",
			"Bierigut-Strasse 11\n",
			"Bierigut-Strasse 12\n",
			"Bierigut-Strasse 16\n",
			"Bierigut-Strasse 20\n",
			"Blümlisalpstrasse 17\n",
			"Burgerstrasse 50\n",
			"C.-F.-L.-Lohner-Strasse 27 A\n",
			"C.-F.-L.-Lohner-Strasse 29\n",
			"C.-F.-L.-Lohner-Strasse 30\n",
			"Eisenbahnstrasse 71\n",
			"Erlenweg 19\n",
			"Frutigenstrasse 18\n",
			"Gemmistrasse 7\n",
			"Gwattstrasse 16\n",
			"Gwattstrasse 21\n",
			"Gwattstrasse 24\n",
			"Hofackerstrasse 10\n",
			"Hofstettenstrasse 2\n",
			"Industriestrasse 1\n",
			"Industriestrasse 2\n",
			"Industriestrasse 6\n",
			"Krankenhausstrasse 18 A\n",
			"Kyburgstrasse 1 A\n",
			"Lachenweg 19\n",
			"Marktgasse 7\n",
			"Mittlere Strasse 56\n",
			"Mittlere Strasse 66\n",
			"Obere Hauptgasse 77\n",
			"Obere Hauptgasse 89 A\n",
			"Pestalozzistrasse 95\n",
			"Rampenstrasse 1\n",
			"Rösslimatte 6\n",
			"Scheibenstrasse 2\n",
			"Scheibenstrasse 5\n",
			"Schönaustrasse 9 A\n",
			"Schorenstrasse 54\n",
			"Schwäbisgasse 1\n",
			"Schwäbisgasse 2\n",
			"Seefeldstrasse 8\n",
			"Moosweg 19\n",
			"Moosweg 11\n",
			"Moosweg 32\n",
			"Moosweg 36\n",
			"Stockhornstrasse 1\n",
			"Allmendstrasse 164 V\n",
			"Allmendstrasse 82 (Mil. Nr. 402)\n",
			"Feuerwerkerstrasse 39\n",
			"Allmendstrasse 74\n",
			"Militär\n",
			"Bälliz 7\n",
			"Kasernenstrasse 4\n",
			"Frutigenstrasse 60\n",
			"Göttibachweg 22 A\n",
			"Grabenstrasse 8 A\n",
			"Mittlere Strasse 94\n",
			"Tempelstrasse 1\n",
			"Bälliz 61\n",
			"Gwattstrasse 50\n",
			"Gwattstrasse 52 A\n",
			"Gwattstrasse 103 A\n",
			"Militärstrasse 9 A\n",
			"Eidg. Zeughaus\n",
			"Allmendstrasse 18\n",
			"Moosweg 30\n",
			"Gwattstrasse 18\n",
			"Marktgasse 5\n",
			"Schönaustrasse 23\n",
			"Grabenstrasse 40 A\n",
			"Aarefeldstrasse 16\n",
			"Tempelstrasse 34\n",
			"Mittlere Strasse 74 A\n",
			"Gwattstrasse 26\n",
			"Karl-Koch-Strasse 11 A\n",
			"Hofackerstrasse 6\n",
			"Seestrasse 24j\n",
			"Frutigenstrasse 46 C\n",
			"Hirschweg 6 A\n",
			"Seestrasse 26 F\n",
			"Stockhornstrasse 42 A\n",
			"Allmendingenstrasse 77 D\n",
			"Pestalozzistrasse 82 B\n",
			"Allmendingenstrasse 81\n",
			"Schwalmenstrasse 15 A\n",
			"Untere Hauptgasse 12 C\n",
			"Spittelweg 50\n",
			"Steinhaufenweg 7 B\n",
			"Elsterweg 16 A\n",
			"Allmendstrasse 166 V\n",
			"Franzosenweg 12 A\n",
			"Talackerstrasse 21 A\n",
			"Pfandernstrasse 27 A\n",
			"Burgerstrasse 20\n",
			"Schorenstrasse 31 A\n",
			"Scherzligweg 28\n",
			"Uttigenstrasse 3\n",
			"Burgerstrasse 20 A\n",
			"Pestalozzistrasse 25\n",
			"Sustenstrasse 16 A\n",
			"Schadaustrasse 21 G\n",
			"Bälliz 4 A\n",
			"Allmendingenstrasse 77 B\n",
			"Allmendingenstrasse 77\n",
			"Allmendingenstrasse 79\n",
			"Stationsstr.\n",
			"Schorenstrasse\n",
			"Kindergarten Kandermatte\n",
			"Kindergarten Riedern\n",
			"Neubau gedeckter Sitzplatz\n",
			"Bim Wald\n",
			"Mühle 5a\n",
			"Werkstatt/Lager\n",
			"Keramikland\n",
			"Migros-Markt\n",
			"Schwimmbad, Kiosk\n",
			"Marmor-Granit\n",
			"im Zil\n",
			"Frauchigeneuhus\n",
			"Ischlag\n",
			"Wurzer\n",
			"Werkhof / Wehrdienstmagazin\n",
			"Wohnstock\n",
			"Garage Jürg Hasler AG\n",
			"Werkstatt RAZ\n",
			"Melior Futtermittel\n",
			"Stuco AG Sicherheits- und Spezialschuhe\n",
			"Gemeindverwaltung\n",
			"Clubhaus Sportplatz Waldäcker\n",
			"Bahndienstgebäude\n",
			"k Kiosk Bahnhof SBB\n",
			"Durrer Gartenbau\n",
			"Architekturbüro\n",
			"Nähatelier\n",
			"Garage/Gartenhalle\n",
			"Waschanlage\n",
			"Schulhaus / Mehrzweckgebäude\n",
			"Industriegebäude mit Büro\n",
			"Rinderweid (Speicher)\n",
			"Amthaus\n",
			"Kindergarten Riebeli\n",
			"Pneu-Lagergebäude\n",
			"Jagdhof Ebnet\n",
			"Autowasch-Gebäude\n",
			"Jauchesilo\n",
			"Nebenbaute\n",
			"Weidscheune\n",
			"Holzhaus/Holzschopf\n",
			"Einstellhalle o. Raum\n",
			"Fabrikationshalle\n",
			"Fabrikations- und Lagerhalle\n",
			"Schnitzelsilo mit Lager\n",
			"Tankstellen-Überdachung\n",
			"Bäckerei und Laden\n",
			"Freizeit- und Aufenthaltsgebäude\n",
			"Auto-Unterstand\n",
			"Restaurant Gipfel-Rothorn\n",
			"Golfclub-Haus\n",
			"Gebäude 443\n",
			"Sägereigebäude\n",
			"HPZ 19b\n",
			"Magazin / Lagergebäude\n",
			"Autoreparaturwerkstatt\n",
			"Sommerstall\n",
			"Lagerhalle / Werkstatt\n",
			"Magazin / Laden\n",
			"Toilettengebäude\n",
			"Gebäude 1c\n",
			"Betriebsbüro\n",
			"Eingang Ost\n",
			"Werkhofbau\n",
			"Schuldörfli\n",
			"Flugzeugwerk\n",
			"Elektrizitätswerk a\n",
			"Elektrizitätswerk b\n",
			"Auto-Ausstellungshalle\n",
			"Gebäude ohne Wohnnutzung\n",
			"Garagen nord-ost\n",
			"Eingang 2 zu Wohncenter\n",
			"Sekretariat KS Seetal\n",
			"Hauswirtschafts-Seminar\n",
			"Lastwageneinstellhalle / Büro\n",
			"Hauptgebäude\n",
			"Kantonsschule\n",
			"Rathaus\n",
			"Ausstellungshalle / Werkstatthalle\n",
			"Primarschule Hohenrain\n",
			"Primarschule Kleinwangen\n",
			"Lagertank zu Biogasanlage\n",
			"Trockenfermenter\n",
			"Landi Sempach-Emmen\n",
			"Zoo\n",
			"Maschinenhalle und Werkstatt\n",
			"Freizeitgebäude\n",
			"Büro/Lager- und Freizeitgebäude\n",
			"Werkstattgebäude und Lager\n",
			"Lager- und Werkstattgebäude\n",
			"Sigristenhaus\n",
			"Elektroräume\n",
			"Bürocontainer\n",
			"Anbau Spenglerei\n",
			"halboffene Lagerhalle\n",
			"Gartenbau Büro\n",
			"Gewerbehalle\n",
			"Tennishalle\n",
			"Betriebsgebäude Migros\n",
			"Autospritzwerk\n",
			"Mc Donald's\n",
			"Lager/Waschhaus\n",
			"Ökihof\n",
			"Berghaus\n",
			"Primarschul.Gabeldingen\n",
			"Kindergarten Bleiche\n",
			"Kindergarten Bosmatt\n",
			"Restaurant Wichlern\n",
			"Restaurant Tennisclub\n",
			"Schweighof\n",
			"Holzhaus / Scheune\n",
			"Clublokal\n",
			"Modelschreinerei / Werkstatt / Büro\n",
			"Feuerwehr- Werkhofgebäude, Schülerhort\n",
			"Tanzstudio\n",
			"Kellergebäude\n",
			"Speditionsgebäude - NEU Ateliers\n",
			"Velo-Einstellraum\n",
			"Garage und Keller\n",
			"Velo- und Kellerlokal\n",
			"Oeltankgebäude\n",
			"Holzhaus\n",
			"Garage 1\n",
			"Trafostation Brunnhaldetobel\n",
			"Schirmerturm\n",
			"Männliturm\n",
			"Wachtturm\n",
			"Hug AG Büro und Laden\n",
			"Pfadihuus\n",
			"Hotel Angelfluh\n",
			"Nebengebäude 58a\n",
			"Papierfabrik\n",
			"Werksttt\n",
			"Sägehalle\n",
			"Drechslerei\n",
			"Eidg. Schiessplatz\n",
			"Buholz\n",
			"Semli\n",
			"Seminargebäude\n",
			"Personalhaus Hotel Albana\n",
			"Personalhaus WEST\n",
			"Kindergarten Unterbühl\n",
			"Abwasserpumpwerk Rachmanioff\n",
			"Abwasserpumpwerk Rainegg\n",
			"Musikpavillon\n",
			"Parkhaus\n",
			"Regenwassergrube\n",
			"Pumpenhaus Riedsortstr.\n",
			"Seewasserpumpwerk\n",
			"Friedhofareal Hofmatt - Totenkapelle\n",
			"Wasserreservoir, Quelle\n",
			"Abwasserpumpwerk\n",
			"Clubhaus\n",
			"Wasserreservoir Untersentiberg\n",
			"WC-Anlage Rachmaninoff\n",
			"WC-Anlage Station Rigibahn, Kaltbad\n",
			"Sirenenanlage Scheune Trottenhof\n",
			"Baurecht für Wassereservoir, Leitungsrec\n",
			"Druckerei\n",
			"Werkhof / Garage\n",
			"Schmiede-Werkstatt mit Büro\n",
			"Linden Garage\n",
			"Schulpavillon Burgacker\n",
			"Zimmerei-Werkstatt & Metallverarbeitung\n",
			"Reitpark\n",
			"Gewerbezone 92\n",
			"Neubüel\n",
			"Luternau 2\n",
			"Ängelwart 1\n",
			"Gewerbezone 82\n",
			"Lehn\n",
			"Zinzerswil 4\n",
			"Chäsere\n",
			"Graben 1\n",
			"Bürogebäude Mosser\n",
			"Rindviehscheune\n",
			"Wohnhaus mit Ökonomiegebäude\n",
			"Provisorium\n",
			"Pavillon 2\n",
			"Autobahnraststätte West\n",
			"Restaurant Seebad\n",
			"Mehrzweckgabäude\n",
			"Mehrzwecktrakt\n",
			"projektiertes Mehrfamilienhaus\n",
			"Wohnhaus (Nutzung nur als Abstellfläche)\n",
			"Spycher Oberarig\n",
			"Pumpenhaus Römerweg\n",
			"Tenniscenter\n",
			"Einkaufscenter Coop\n",
			"Coop Bau + Hobby\n",
			"Pumpwerk Altstad\n",
			"Landi Schlierbach\n",
			"Seewasserwerk\n",
			"Seeblick\n",
			"Lagergebäude Aldi\n",
			"Restaurant Baragge\n",
			"Museum, Stiftung St. Urbanhof\n",
			"altes Gebäude\n",
			"Dorfschulhaus\n",
			"Feldheim\n",
			"Bahnhof Hauptgebäude\n",
			"Autoreparatur-Werkstatt\n",
			"Scheune mit Remise\n",
			"Schulhaus 1\n",
			"Garagen Schulhaus\n",
			"MZH Hiltbrunnen\n",
			"Schlosshof-Scheune\n",
			"Wildstaudengärtnerei\n",
			"Autowerkstatt\n",
			"Bahnhofareal\n",
			"Kindergarten Chelefeld\n",
			"Flaschenprüfwerk\n",
			"Pfarrkirche\n",
			"Scheune, Schopf\n",
			"Velo-Unterstand\n",
			"Altes Wohnhaus\n",
			"Notschlachthaus\n",
			"Schwimmbecken\n",
			"Gedeckter Sitzplatz\n",
			"Reitplatz\n",
			"Lagerhalle mit Velo-Werkstatt\n",
			"Altes Wohnhaus und Scheune\n",
			"Handarbeitsschule\n",
			"Käsereiproduktions- und Lagerhalle\n",
			"Ökonimiegebäude mit Schreinerei\n",
			"Buechesagi\n",
			"183555\n",
			"Sommerhaus\n",
			"Kindergarten 1\n",
			"Primarschule Pavillon\n",
			"Neubau Hygenisierung\n",
			"Hammerschmiede\n",
			"altes Wohnhaus\n",
			"Geb. Nr. 433a\n",
			"Lagerhalle / Fabrikationshalle\n",
			"Montagehalle\n",
			"Kindergarten Oberdorf\n",
			"Möbel-Ausstellungshalle\n",
			"altes WH\n",
			"Büro- und Verwaltungsgebäude\n",
			"Einstellgebäude\n",
			"Sortierungshalle\n",
			"Spitex-Gebäude\n",
			"Schweinescheune mit Remise\n",
			"Velo-Unterstände (6)\n",
			"Gartenhaus/Einstellraum\n",
			"Bürogebäude Kiesgrube\n",
			"Feuerwehrlokal\n",
			"Dorfstrasse 33\n",
			"Produktionsgebäude West\n",
			"Büro- und Werkstattgebäude\n",
			"Scheune und Einstellgebäude\n",
			"Schreinereiwerkstatt\n",
			"Schweinescheune mit Anbau\n",
			"Bisangmatt\n",
			"Reparaturwerkstatt\n",
			"Kindergarten Willisau\n",
			"Holz-Unterstand\n",
			"Geflügelstall\n",
			"Baumagazin\n",
			"Gewerbezentrum\n",
			"Scheune mit Heiz- und Geräteraum\n",
			"Zuckertank\n",
			"Brennereikeller\n",
			"Waschplatz\n",
			"Abwasservorbehandlungsgebäude\n",
			"Druckerhaus/Grundwasser\n",
			"Garage mit Abstellraum\n",
			"Wagenschopf mit Anbau\n",
			"Wagenschuppen\n",
			"Personen-Unterstand Feuerstelle\n",
			"Tierunterstand\n",
			"Werkstatt- und Ökonomiegebäude\n",
			"Malerwerkstatt\n",
			"Siloschopf\n",
			"Hühnerstall und Heizungsraum\n",
			"Kleintierstall mit Heizungsanlage\n",
			"Schuppen und Brennerei\n",
			"Partyraum\n",
			"Ökonomiegebäude, Werkstatt\n",
			"Hotel Höfli (Zimmer)\n",
			"Merck Verwaltungsgebäude\n",
			"Kindergarten Trögli\n",
			"töpferei\n",
			"Schulhaus Bernarda\n",
			"Fahrzeugdepot\n",
			"Gewerbezentrum Kornmatt\n",
			"Schulhaus St. Karl\n",
			"Schwesternhaus\n",
			"Kantonspolizei\n",
			"Magazin EMD\n",
			"Primarschulhaus Florentini\n",
			"Feuerwehrdepot\n",
			"1 Personalhaus\n",
			"6 Pfisterer Ixosil\n",
			"2.2\n",
			"7 Produktion\n",
			"5 Verlad\n",
			"Pavillon 61\n",
			"Elektrizitätswerk\n",
			"Café Bar Gotthard\n",
			"Luftseilbahn\n",
			"Gemeindekanzlei\n",
			"Notspital\n",
			"SAC-Hütte\n",
			"Restaurant Stäfeli\n",
			"Schulhaus Spielmatt 1\n",
			"Kraftwerk EWA\n",
			"Einkauszentrum Urnertor\n",
			"Abwasser Uri, ATG\n",
			"Druckerei Kuster\n",
			"Rest. Neuland\n",
			"Magazin 8 Grad Ost AG\n",
			"Schulhaus Spielmatt 2\n",
			"Bergkapelle Biel\n",
			"Öffentliche WC Anlage\n",
			"Skilift Mittelstation\n",
			"Talstation LSB Ruogig\n",
			"Heliswiss\n",
			"Speiseanstalt SBB\n",
			"Ev.-ref Kirchgemeindehaus / Kindergarten\n",
			"Jagdmattschulhaus\n",
			"Gewerbehaus Bifang\n",
			"ARA Gygen\n",
			"Bootshafen, Tankstelle\n",
			"Steinhauerei\n",
			"Brauerei\n",
			"Werkhof Flüelen A2/A4\n",
			"Schulhaus Gehren\n",
			"Clublokal FC Flüelen\n",
			"Unterstation EWA\n",
			"Teigwarenfabrik\n",
			"Pumpwerk\n",
			"Furka-Oberalp-Bahn\n",
			"Camping Gwüest\n",
			"Luftseilbahn Amsteg-Arni\n",
			"Schmiede\n",
			"Luftseilbahn Intschi-Arnisee\n",
			"Sunnig Grat Hütte\n",
			"Leutschachhütte SAC\n",
			"Luftseilbahn Gossalp-Oberalp\n",
			"Garagen Gummen\n",
			"Refuge Furka\n",
			"Golfplatz\n",
			"Muoser Möbelcenter\n",
			"Texaid\n",
			"Werkstattgebäude SBU\n",
			"Poletti GmbH\n",
			"Spielmatt Schulhäuser\n",
			"Gräwimatt Schulhaus I+II\n",
			"Arnold AG\n",
			"Arnold Armin AG\n",
			"Gotthard Raststätte N\n",
			"Sisag\n",
			"Jumbo\n",
			"Luftseilbahn Turmatt-Gitschenb.\n",
			"Schul- und Gemeindehaus\n",
			"Lastwagenhalle\n",
			"Restaurant Waldheim\n",
			"Gärtnerei Bürogebäude\n",
			"Werkhalle Zurfluh GmbH\n",
			"Kulm\n",
			"Schulhaus Silenen\n",
			"Windgällenhütte A.A.C.\n",
			"Werkhof / Büro\n",
			"Etzlihütte SAC\n",
			"Unterkunftsbaracken Baustelle AGN\n",
			"Hotel Eden\n",
			"Seerestaurant Tellsplatte\n",
			"Bootshalle / Werkstatt\n",
			"Campingplatz\n",
			"Prov. Restaurant Bootshafen\n",
			"Sägerei / Holzbau\n",
			"Forstverwaltung\n",
			"Kraftwerk Schächental\n",
			"Forstmagazin\n",
			"Geräteschuppen\n",
			"Alphütte\n",
			"Ferienhütte\n",
			"Alphütte/Alpmuseum\n",
			"Kantonsbaracke\n",
			"Restaurant Sustenbrüggli\n",
			"Restaurant Pöstli\n",
			"Statthalterei 105\n",
			"Bed & Breakfast 151/150\n",
			"Büro\n",
			"Neues Diorama\n",
			"Fabrikgebäude Assek 4778\n",
			"Stall Assek 811\n",
			"Lagergebäude 5790\n",
			"Gesundheitszentrum\n",
			"Turnhalle/Theater/Stiftsschule\n",
			"Gasthaus Skihütte\n",
			"Militärische Einrichtungen\n",
			"Bahnhofskiosk\n",
			"Nebengebäude Bahnhof\n",
			"Garage/Einstellhalle\n",
			"Josefsdörfli\n",
			"Tennis Clubhaus\n",
			"1736 Lagergebäude\n",
			"Skilift Gebäude 2207\n",
			"Schadenwehrgebäude\n",
			"Pfadihus\n",
			"öffentliche WC-Anlagen Kloster 113\n",
			"Segelclub Vereinshaus\n",
			"WC-Anlage Campingplatz\n",
			"Josefsdörfli 5702\n",
			"Josefsdörfli 5704\n",
			"Sortieranlage\n",
			"Kiosk 275\n",
			"Werkstatt 5376\n",
			"Brockenstube\n",
			"Werkstatt/Hobbyraum\n",
			"Stall Campingplatz\n",
			"Badehaus\n",
			"Tankstelle Sagenbach\n",
			"Kapelle zum Grossen Herrgott\n",
			"Kath. Kirchgemeindehaus\n",
			"Gemeindehaus Schloss\n",
			"Kindergarten Wilen\n",
			"Primarschule Bäch\n",
			"Schulhaus Ost\n",
			"Schlossturm\n",
			"Max Hauser Gartenbau\n",
			"Aula\n",
			"Fasslager\n",
			"Clubhaus ZSC\n",
			"Kindergarten Bäch\n",
			"Reitstall\n",
			"Siloanlage\n",
			"Boots-/ Badehaus\n",
			"Oek.-Gebäude\n",
			"andere Gebäude\n",
			"Anbau\n",
			"Freizeithaus\n",
			"Gewerbe- und Industriebaute\n",
			"Geflügelhaus\n",
			"Trotte\n",
			"2. Scheune\n",
			"öffentliche Bauten\n",
			"Boots-/Badehaus\n",
			"Oek.Gebäude\n",
			"Waschhaus, Brennerei\n",
			"landwirtschaftliches Gebäude/Unterstand\n",
			"Oek.-Gebäude / Stall\n",
			"öffentliche Baute\n",
			"Pferdeunterstand\n",
			"öffentliche Gebäude / Scheibenstand\n",
			"Wartesaal\n",
			"andere Gebäude (Robi Platz)\n",
			"öffentl. WC\n",
			"Pergola\n",
			"andere Gebäude / Gartenhaus\n",
			"Gartenhalle/Gerätehaus\n",
			"Oek.-Gebäude / Scheune\n",
			"öffentliches WC Bahnhof\n",
			"Oek.-Gebäude / Bienenhaus\n",
			"Gewerbe- und Industriebauten\n",
			"öffentl. Bauten / Zivilschutzanlage\n",
			"andere Gebäude / Velounterstand\n",
			"öffentl. Bauten / Rottenwagen Abstellgle\n",
			"Voliere\n",
			"andere Gebäude / Gerätehaus\n",
			"andere Gebäude / Fischereigebäude\n",
			"andere Gebäude / Gartenhalle\n",
			"andere Gebäude / Geräteraum\n",
			"andere Gebäude/Erweiterung Antennenanlag\n",
			"Lagerhaus oder Hundezwinger\n",
			"Oek.-Gebäude / Gerätehäuschen\n",
			"andere Gebäude / Dach Brennholzlager\n",
			"Oek.-Gebäude / Sandplatz Oeltrotte\n",
			"Oek.-Gebäude / Gartenhaus\n",
			"andere Gebäude / Gartenhalle mit Grill\n",
			"andere Gebäude / Schopf für Aussengeräte\n",
			"andere Gebäude / Schopf für Velos\n",
			"andere Gebäude / Schopf\n",
			"andere Gebäude / Kleingebäude\n",
			"Oek.-Gebäude / Geräteschuppen\n",
			"andere Gebäude / Doppelgartenhaus\n",
			"andere Gebäude / Hühnerstall\n",
			"Oek.-Gebäude / Geräteschopf\n",
			"öffentl. Bauten\n",
			"andere Gebäude / Aufbahrungshalle\n",
			"Oek.-Gebäude / Jungviehstall\n",
			"andere Gebäude / Zwischentrakt\n",
			"andere Gebäude / Nebenbaute\n",
			"Armeegebäude\n",
			"Oek.-Gebäude / Landwirtschaftsgebäude\n",
			"Imbissstand\n",
			"Bastelraum unterirdisch\n",
			"Gewerbegebäude Rohrbüel\n",
			"ehem. Stallgebäude, jetzt Gewerbegebäude\n",
			"Scheune, bei Allenwindenstr. 9\n",
			"Schützenstand\n",
			"Schopf, bei Allenwindenstr. 9\n",
			"Badehütte\n",
			"Wohnhaus zusammengelegt mit Nr. 3\n",
			"Scheune, gehört zu Sihleggrain 2 a\n",
			"Schopf Sihlhalde\n",
			"Oekonomiegebäude 2052\n",
			"Oekonomiegebäude 2051\n",
			"Wartehaus\n",
			"Spezielles Gebäude\n",
			"Sporthalle, Molitor-Tennishalle\n",
			"Kleidersammelstelle\n",
			"Wohnhaus II\n",
			"Versammlung, Aula, Saal\n",
			"Maschinengebäude Itlimoosweiher\n",
			"Zentrale Autobahn A3\n",
			"Gartenhaus 2\n",
			"Aufenthaltsraum\n",
			"Container-Unterstand\n",
			"Bushaltestelle\n",
			"Sportanlage Roos, Clubhaus\n",
			"Kleinbaute/Gartenhaus\n",
			"Gerätehäuschen, Rütibüelweg bei 1\n",
			"Gebäude beim Weingartenweiher\n",
			"Vereinshaus\n",
			"Grabstätte\n",
			"Maschinenhaus EW Höfe, Scheerenstrasse\n",
			"Campingplatz, WC-Häuschen mit Wohnwagen\n",
			"Brunnen mit Kanalisationsanschl.\n",
			"Bootshütte\n",
			"Gartenhaus / Winzerhäuschen\n",
			"WC-Anlage/Badesteg\n",
			"Halle\n",
			"Buswartehäuschen Oswäldli\n",
			"Gartenhaus Ass. Nr. 2139\n",
			"Gartenhaus Ass. Nr. 2141\n",
			"Silogebäude\n",
			"Notausgang Ost, Samstagernstr. 41\n",
			"Notausgang West, Samstagernstr. 43\n",
			"Heizungsraum Ostseite\n",
			"Containerplatz\n",
			"Unterstand für Schwimmbecken\n",
			"Tiefgarage Junkerweg 47 - 51\n",
			"Einstellgarage\n",
			"CKW Unterstation\n",
			"Tennisclub\n",
			"Büro / Magazin\n",
			"Kindergarten Boden\n",
			"Schulhaus Seematt I\n",
			"Schulhaus Dorfhalde\n",
			"Feuerwehrlokal Immensee\n",
			"Schutzhütte/Waldhaus; 3373\n",
			"Betriebserweiterung\n",
			"Gemeinde Lachen, Schiessstand 50m\n",
			"Schadenwehr Altendorf / MZH\n",
			"Militärbarake / Sommerholzer\n",
			"Holzschnitzellager / Sommerholz\n",
			"Nebengebäude 878\n",
			"Autowaschanlage/Werkstatt\n",
			"Kraftwerk Wasserfassung\n",
			"Kinderhort\n",
			"Lastwagenwerkstatt\n",
			"Flüssiggastankstelle\n",
			"Pumpwerk Spreitenbach\n",
			"Trafo\n",
			"alter Werkhof, Gemeinde\n",
			"Trafogebäude\n",
			"Verein/Schullokal Gemeinde\n",
			"Badi\n",
			"Pfadihaus\n",
			"Seiteneingang\n",
			"Schulhaus Dorf\n",
			"Kaplanei\n",
			"Primar- und Handelsschule\n",
			"Oberhöfli, Polsterei etc.\n",
			"Implenia AG\n",
			"Forsthütte\n",
			"Hühnerstall\n",
			"Holzschnitzellager beim Wohnhaus\n",
			"Schloss Grynau\n",
			"Kraftwerk Wägital\n",
			"Skilift Talstation\n",
			"Schulhaus II\n",
			"Golfrestaurant\n",
			"Hangar\n",
			"Gemeindehaus + Mehrzweckgebäude\n",
			"Schulhaus 3\n",
			"Leichenhalle\n",
			"Häni\n",
			"Stationsgebäude Rigi-Bahn\n",
			"Stellwerk\n",
			"Pfarreizentrum\n",
			"Kindergarten Sonnegg\n",
			"Camping Restaurant Buosingen\n",
			"Umladestation ZKRI\n",
			"Forstwerkhof\n",
			"Alp mit Wirtschaft\n",
			"Alte Sigristenhaus\n",
			"Bootswerft\n",
			"Primarschule Turm\n",
			"Gewerbe Föhn\n",
			"Restaurant Timpelweid\n",
			"Kühlhaus\n",
			"Kiosk / Minigolfanlage\n",
			"Rohmühle\n",
			"Bahnhofgebäude (WC-Anlage, usw.)\n",
			"Stall Unterfeld zu Seestr. 8\n",
			"Bergstation DSS\n",
			"Kehrichtverbrennungsanlage\n",
			"Bergstation Balmbergbahn\n",
			"Bergstation Sessellift 2. Sektion\n",
			"Adlerhorst\n",
			"Kassahaus Sesselbahn Fronalpstock\n",
			"Alphütte und Stall\n",
			"Parkhaus Rüti\n",
			"Trafostation EWS\n",
			"Stoos-Shop\n",
			"WC-Anlage Bergstation\n",
			"Sandstrahlerei\n",
			"Primarschule Muota\n",
			"Bezirkschule Muotathal\n",
			"Primarschule St.Josef\n",
			"Luftseilbahn Sahliboden\n",
			"Husky-Lodge\n",
			"Bergstation Glattalp\n",
			"Kapelle Schwarzenbach\n",
			"Werkhalle kim\n",
			"Talstation Spirstock\n",
			"Alter Sternenlift\n",
			"Kehrichtsammelstelle Schweizi\n",
			"Jagdhütte Regenegg\n",
			"Wanghütte\n",
			"Stäfelhütte\n",
			"Ämglisfang\n",
			"Buoffengaden\n",
			"Jäntlihütte\n",
			"Schlipfauweid\n",
			"Roggenegg\n",
			"Roggenhütte untere Roggenalp\n",
			"Hobacher Hütte\n",
			"Warthütte\n",
			"oberes Loch\n",
			"unteres Loch\n",
			"Lehweidhütte\n",
			"obere Guggernhütte\n",
			"untere Guggernhütte\n",
			"Sädel\n",
			"Laucherenboden\n",
			"Hintere Fuederegg\n",
			"Steinhüttli\n",
			"Chöplishütte\n",
			"Twäriberghütte\n",
			"Sattlerhütte\n",
			"Pfannenhütte\n",
			"Schülberghütte\n",
			"Chli Schülberghütte\n",
			"Lehhütte\n",
			"Unter Gänigen\n",
			"Ober Gänigen\n",
			"Hinterofen\n",
			"Alphütte Tubenmoos\n",
			"Stall Lidernen\n",
			"von Euw Adolf\n",
			"Gewerbe Schuler Hubert\n",
			"Schiessplatz\n",
			"Swisscom-Gebäude\n",
			"Viehvermarktungshalle\n",
			"Gemeindehaus Achse\n",
			"Magazin Späni Othmar\n",
			"Wasserreservoir Lützelmatt\n",
			"ARA Mösli\n",
			"Theorielokal VBS\n",
			"Skilift Neusell\n",
			"Bunker Verein Artelleriewerk Halsegg\n",
			"Weidstall / Gebäude-Nr. 918\n",
			"Gartenhaus / Gebäude-Nr. 762\n",
			"Garagen / Gebäude-Nr. 944\n",
			"Oekonomiegebäude / Gebäude-Nr. 270\n",
			"Schafgadenmattli\n",
			"Feldschützen Burg\n",
			"Chräijennest\n",
			"Mattli\n",
			"Niederstalden\n",
			"Hausmatt\n",
			"Kreiskommando\n",
			"Chronischkrankenhaus\n",
			"Spittel\n",
			"Wegmattli\n",
			"Dietenthal\n",
			"Schinder\n",
			"Ober Büölacher\n",
			"Molkerei\n",
			"Polizeiposten\n",
			"Regierungsgebäude\n",
			"Heilpädagogische Tagesschule Innerschwyz\n",
			"Werkhof Gde. Schwyz\n",
			"Kupferturm\n",
			"Steisteg Märcht\n",
			"Möbelhalle Möbel Sutter\n",
			"Kaufmännische Berufsschule\n",
			"Schulhaus Krummfeld\n",
			"Schwyzer Kantonalbank\n",
			"Kantonales Verkehrsamt\n",
			"Sack\n",
			"Elbateche AG\n",
			"Kunsteîsbahn\n",
			"Seebad\n",
			"McDonald's\n",
			"Materialdepot\n",
			"Technisches Gebäude\n",
			"Coop Shop Tankstelle\n",
			"Sportgebäude\n",
			"Öffentliche Einstellgarage\n",
			"Indoor Luftdruck Schiessanlage\n",
			"Postpaketzentrum, Self-Auto-Wäsche\n",
			"öffentliches Gebäude\n",
			"ALST\n",
			"Turnahlle\n",
			"Gässlimatt\n",
			"Kantonsbibliothek\n",
			"kirchliches Gebäude\n",
			"Prüfhalle Verkehrsamt\n",
			"Trafounterstation Stägliweg\n",
			"Rest. Ratskeller\n",
			"Talstation Schlattli\n",
			"Egg (Stall)\n",
			"Jagdhütte \"Jagdgruppe Jägerheim\"\n",
			"Frauholzring\n",
			"Trakt 2\n",
			"Gewerbe-/Industrie\n",
			"Schwybach\n",
			"Obhägkapelle\n",
			"Gbd.-Nr. 859\n",
			"Gbd.-Nr. 806 Werkhalle Baumeli\n",
			"Gbd.-Nr. 1381 Parkhaus\n",
			"Gbd.-Nr. 894\n",
			"Gbd.-Nr. 663\n",
			"Gbd.-Nr. 442 alter Stall\n",
			"Gbd.-Nr. 1195\n",
			"Gbd.-Nr. 818\n",
			"Gbd.-Nr. 754\n",
			"Gbd.-Nr. 1382 Talstation LSB\n",
			"Gbd.-Nr. 817\n",
			"Gbd.-Nr. 168 Gewerbebaute\n",
			"Gbd.-Nr. 399\n",
			"Gbd.-Nr. 737 MZH Baumeli\n",
			"Gbd.-Nr. 39 Stall\n",
			"Gbd.-Nr. 716 Remise\n",
			"Gbd.-Nr. 146 Stall\n",
			"Gbd.-Nr. 48 Ökonomiegebäude\n",
			"Gbd.-Nr. 49 Ökonomiegebäude\n",
			"Gbd.-Nr. 67 Stall\n",
			"Gbd.-Nr. 743 Pergola\n",
			"Gbd.-Nr. 1181 Schopf\n",
			"Gbd.-Nr. 1128 Schöpfli\n",
			"Gbd.-Nr. 1524 Schopf\n",
			"Gbd.-Nr. 1149 Stall\n",
			"Gbd.-Nr. 1159 Weidstall\n",
			"Gbd.-Nr. 1161 Trafostation\n",
			"Gbd.-Nr. 1187 Schopf bei Jessenenbrücke\n",
			"Gbd.-Nr. 1195 Schopf\n",
			"Gbd.-Nr. 1178 Weidstall\n",
			"Gbd.-Nr. 1176 Schopf\n",
			"Gbd.-Nr. 1170 Stall alt\n",
			"Gbd.-Nr. 1171 Weidstall\n",
			"Gbd.-Nr. 1165 altes Haus (unbewohnbar)\n",
			"Gbd.-Nr. 1213 Weidstall (Fässler Ruedi)\n",
			"Gbd.-Nr. 1211 Weidstall\n",
			"Gbd.-Nr. 1210 Weidstall\n",
			"Gbd.-Nr. 1212 Weidstall\n",
			"Gbd.-Nr. 1241 Eusch\n",
			"Gbd.-Nr. 1242 Weidstall\n",
			"Gbd.-Nr. 1245 Weidstall Ochsenweidli\n",
			"Gbd.-Nr. 1246 Weidstall Ochsenweidli\n",
			"Gbd.-Nr. 1231 Eusch Hirschwald\n",
			"Gbd.-Nr. 1230 Eusch Hirschwald\n",
			"Gbd.-Nr. 1229 Eusch\n",
			"Gbd.-Nr. 1228 Eusch\n",
			"Gbd.-Nr. 1223 Weidstall\n",
			"Gbd.-Nr. 1227 Eusch Hirschwald\n",
			"Gbd.-Nr. 1225 Weidstall Jägglisplangg\n",
			"Gbd.-Nr. 1226 Eusch Jägglisplangg\n",
			"Gbd.-Nr. 1224 Stall (Neuweid)\n",
			"Gbd.-Nr. 1219 Weidstall (Nüberg)\n",
			"Gbd.-Nr. 1215 Schopf\n",
			"Gbd.-Nr. 1217 Schopf\n",
			"Weidstall Gbd.-Nr. 1236\n",
			"Gbd.-Nr. 1232 Weidstall\n",
			"Gbd.-Nr. 1312 Remise\n",
			"Gbd.-Nr. 1315 Weidstall\n",
			"Gbd.-Nr. 1303 Weidstall\n",
			"Gbd.-Nr. 1305 Geissgadä\n",
			"Gbd.-Nr. 1288 Garage\n",
			"Gbd.-Nr. 1287 Bienenhaus\n",
			"Gbd.-Nr. 1289 Weidstall\n",
			"Gbd.-Nr. 1290 Weidstall\n",
			"Gbd.-Nr. 1293 Schopf\n",
			"Gbd.-Nr. 1294 Garage/Werkstatt\n",
			"Gbd.-Nr. 1295 Bienenhaus/Lagerraum\n",
			"Gbd.-Nr. 1273 Liegehalle/Remise\n",
			"Gbd.-Nr. 1274 Schopf\n",
			"Gbd.-Nr. 1276 Schafstall\n",
			"Gbd.-Nr. 1275 Bienenhaus\n",
			"Gbd.-Nr. 1268 Weidstall\n",
			"Gbd.-Nr. 1265 Weidstall\n",
			"Gbd.-Nr. 1263 Remise\n",
			"Gbd.-Nr. 1317 Weidstall Düsselplangg\n",
			"Gbd.-Nr. 1279 Weidstall\n",
			"Gbd.-Nr. 1278 Weidstall\n",
			"Gbd.-Nr. 1250 Hühnerstall\n",
			"Gbd.-Nr. 1251 Jauchenpumphaus\n",
			"Gbd.-Nr. 1283 Weidstall\n",
			"Gbd.-Nr. 1281 Weidstall\n",
			"Gbd.-Nr. 1282 Weidstall\n",
			"Gbd.-Nr. 1280 Weidstall\n",
			"Gbd.-Nr. 1258 Gerätehaus\n",
			"Gbd.-Nr. 1356 Remise\n",
			"Gbd.-Nr. 1358 Weidstall\n",
			"Gbd.-Nr. 1357 Weidstall\n",
			"Gbd.-Nr. 1349 Schopf (Metzgerei)\n",
			"Gbd.-Nr. 1352 Weidstall\n",
			"Gbd.-Nr. 1332 Weidstall Twingi\n",
			"Gbd.-Nr. 1340 Remise\n",
			"Gbd.-Nr. 1344 Weidstall\n",
			"Gbd.-Nr. 1342 Gartenhaus\n",
			"Gbd.-Nr. 1343 Schopf\n",
			"Gbd.-Nr. 1337 Sägerei\n",
			"Gbd.-Nr. 1333 Weidstall\n",
			"Gbd.-Nr. 1328 Trafostation\n",
			"Gbd.-Nr. 1327 Mobilfunkantennenalage\n",
			"Gbd.-Nr. 1326 Weidstall\n",
			"Gbd.-Nr. 1324 Remise\n",
			"Gbd.-Nr. 1330 Weidstall\n",
			"Gbd.-Nr. 1316 Weidstall\n",
			"Gbd.-Nr. 1363 Schopf\n",
			"Gbd.-Nr. 1321 Remise\n",
			"Gbd.-Nr. 1318 Weidstall\n",
			"Gbd.-Nr. 1359 Weidstall\n",
			"Gbd.-Nr. 1361 Remise\n",
			"Gbd.-Nr. 1366 Remise\n",
			"Gbd.-Nr. 1367 Weidstall\n",
			"Gbd.-Nr. 1368 Eusch\n",
			"Gbd.-Nr. 1369 Weidstall\n",
			"Gbd.-Nr. 1370 Weidstall\n",
			"Gbd.-Nr. 1373 Stall\n",
			"Gbd.-Nr. 1376 Stall\n",
			"Gbd.-Nr. 1374 Schöpfli Gruebi\n",
			"Gbd.-Nr. 1386 Weidstall Weidli\n",
			"Gbd.-Nr. 1387 Weidstall\n",
			"Gbd.-Nr. 1390 Alpstall Laueli\n",
			"Gbd.-Nr. 1391 Weidstall\n",
			"Gbd.-Nr. 1414 Weidst. ober Nieschplänggl\n",
			"Gbd.-Nr. 1411 Weidstall\n",
			"Gbd.-Nr. 1410 Weidstall\n",
			"Gbd.-Nr. 1404 Alpstall\n",
			"Gbd.-Nr. 1413 Weidstall\n",
			"Gbd.-Nr. 1412 Weidstall\n",
			"Gbd.-Nr. 1406 Wangstall\n",
			"Gbd.-Nr. 1403 Weidstall\n",
			"Gbd.-Nr. 1399 Weidst. (Vord Wang/Eigen)\n",
			"Gbd.-Nr. 1398 Weidstall (Ober Eigen)\n",
			"Gbd.-Nr. 1400 Eusch\n",
			"Gbd.-Nr. 1380 Schopf\n",
			"Gbd.-Nr. 1397 Schöpfli\n",
			"Gbd.-Nr. 1379 Weidstall\n",
			"Gbd.-Nr. 1393 Schopf\n",
			"Gbd.-Nr. 1384 Stall\n",
			"Gbd.-Nr. 1385 Schopf\n",
			"Gbd.-Nr. 1191 Weidstall\n",
			"Gbd.-Nr. 1189 Alpstall\n",
			"Gbd.-Nr. 1166 Weidstall\n",
			"Gbd.-Nr. 1429 Alpstall (Kälin-Reichmuth)\n",
			"Gbd.-Nr. 1431 Alpstall (Fässler Benno)\n",
			"Gbd.-Nr. 1422 Kalberstall\n",
			"Gbd.-Nr. 1419 Alpstall (Holdener Erwin)\n",
			"Gbd.-Nr. 1146 Weidstall\n",
			"Gbd.-Nr. 1445 Alpstall Höcheggen\n",
			"Gbd.-Nr. 1447 Weidstall\n",
			"Gbd.-Nr. 1450 Weidstall\n",
			"Gbd.-Nr. 1448 Alpstall\n",
			"Gbd.-Nr. 1439 Alpstall\n",
			"Gbd.-Nr. 1435 Eusch\n",
			"Gbd.-Nr. 1436 Weidstall unterer Schrot\n",
			"Gbd.-Nr. 1460 Alpstall Wäni\n",
			"Gbd.-Nr. 1461 Schöpfli Wäni\n",
			"Gbd.-Nr. 1451 Weidstall Wäniblätz\n",
			"Gbd.-Nr. 1452 Weidstall vorder Aueli\n",
			"Gbd.-Nr. 1458 Bunker Wäniwald\n",
			"Gbd.-Nr. 1456 Stall\n",
			"Gbd.-Nr. 1455 Alpgebäude\n",
			"Gbd.-Nr. 1458 Alpgebäude\n",
			"Gbd.-Nr. 1501 Lagergebäude\n",
			"Gbd.-Nr. 1487 Alpstall\n",
			"Gbd.-Nr. 1498 Wasserreservoir\n",
			"Gbd.-Nr. 1495 Alpstall\n",
			"Gbd.-Nr. 1493 Alpstall\n",
			"Gbd.-Nr. 1504 Werkhütte Chalchboden\n",
			"Gbd.-Nr. 1505 Schieberhaus WVG Studen\n",
			"Gbd.-Nr. 1481 Alpstall\n",
			"Gbd.-Nr. 1476 Alpstall\n",
			"Gbd.-Nr. 1465 Seilhüttli\n",
			"Gbd.-Nr. 1486 Kälberstall\n",
			"Gbd.-Nr. 1468 Unterstand\n",
			"Gbd.-Nr. 1056 Eusch Bellmont Paul\n",
			"Gbd.-Nr. 1057 Weidstall (Fässler Franz)\n",
			"Gbd.-Nr. 2 Eusch Albin Fuchs\n",
			"Gbd.-Nr. 3 Einstellschopf\n",
			"Gbd.-Nr. 828 Gartenhaus\n",
			"Gbd.-Nr. 757 Schöpfli\n",
			"Gbd.-Nr. 511 Gartenhaus\n",
			"Mieseren Gbd.-Nr. 1470 Schiessbetr(RWM)\n",
			"Gbd.-Nr. 1472 (Paul Marty)Alpgebäude\n",
			"Gbd.-Nr. 1463 Abstellraum\n",
			"Gbd.-Nr. 974 Holzschopf\n",
			"Gbd.-Nr. 1202 Gädäli\n",
			"Gbd.-Nr. 631Garage\n",
			"Gbd.-Nr. 1388 Eusch\n",
			"Gbd.-Nr. 1517 Weidstall\n",
			"Gbd.-Nr. 1516 Doppelgarage\n",
			"Gbd.-Nr. 1298 Garage\n",
			"Gbd.-Nr. 1499 Hütte mit Eusch\n",
			"Gbd.-Nr. 849 Gartenhaus\n",
			"Gbd.-Nr. 63 Eusch Reichlin Pius\n",
			"Unterstand Schiessbetrieb\n",
			"Holzschopf Gbd.-Nr. 1135\n",
			"Gbd.-Nr. 1335 Gartengerätehäuschen\n",
			"Sicherungskasten Gbd.-Nr. 1006\n",
			"Erd- uns Splittlager\n",
			"Gbd.-Nr. 896 Kehrichthäuschen\n",
			"Gbd.-Nr. 1522 Holzschopf\n",
			"Gbd.-Nr. 1209 Entkeimungsanlage Wasser\n",
			"Gbd.-Nr. 1497 Geräteraum\n",
			"Gbd.-Nr. 1127 (Schöpfli)\n",
			"Gasthaus 'zur Pfistern'\n",
			"Werk- und Lagerhalle\n",
			"Unterkunft mit Garagen\n",
			"Industrie- und Lagergebäude\n",
			"Werk- und Lagerhalle mit Büro\n",
			"Werk- und Lagergebäude mit Büros\n",
			"Werkstatt- und Lagergebäude\n",
			"Fabrikationsgebäude mit Büros\n",
			"Metallwerkstätten\n",
			"Lagergebäude mit Büros\n",
			"Büro- u. Magazingebäude\n",
			"Gemeindemagazin (Entsorgung)\n",
			"Kraftwerk mit Turbinenanlage\n",
			"Montage- u. Werkstattgebäude\n",
			"Komponenten-Werkstatt mit Büros und Nebe\n",
			"Verwaltungsgebäude mit Ausstellung\n",
			"Futtermühle\n",
			"Kies- & Betonaufbereitungsanlage\n",
			"Mobilfunkantenne\n",
			"Werkstatt- und Fabrikationsgebäude\n",
			"Spritzenhaus Schoried\n",
			"Lastwagenhalle mit\n",
			"Werkstatthalle\n",
			"Spycher\n",
			"mit 'Gmeindsgädeli'\n",
			"Garagen und Magazingebäude\n",
			"Feuerwehrlokal Dorf\n",
			"Clubhaus mit Zwischentrakt\n",
			"Sporthalle mit Zivilschutzanlage u.\n",
			"Schulhaus 2003\n",
			"WC-Haus\n",
			"Sommerrestaurant mit Buffet\n",
			"Personal-WC und Lager\n",
			"Scheune mit Anbau (Pferdeboxen)\n",
			"Schiffhütte mit\n",
			"Stall (Bachmattli)\n",
			"Stall Bielweid\n",
			"Holzhütte Brunnacher\n",
			"Scheune / Oek.-Gebäude (Brunnacher)\n",
			"Garagentrakt (Brunnacher)\n",
			"Weidstall (Brunnacher)\n",
			"Schutzraum (Brunnacher)\n",
			"Autoeinstellplatz Nr. 9 + 10\n",
			"Forstgebäude (Chappelenwäldli)\n",
			"Eisenlager\n",
			"Oekonomiegebäude und Lager\n",
			"Magazingebäude mit Büro\n",
			"Friedhofanlagen\n",
			"Scheune (Ei)\n",
			"Scheune (Etschi)\n",
			"Garagenboxe\n",
			"Garagenboxen\n",
			"Oekonomiegebäude (Fahrnisbaute)\n",
			"Garagenbau\n",
			"Pumpstation Feld\n",
			"Trafostation Feld\n",
			"Weidstall Furgge\n",
			"Garagentrakt\n",
			"Pumpstation Rengg (Gibel)\n",
			"Scheune (Gibel)\n",
			"Schwimmbassin\n",
			"mit Garage und\n",
			"Doppelgarage\n",
			"Pumpstation Rütiberg (Grosse Schlieren)\n",
			"Scheune mit Anbau (Pferdestall)\n",
			"Anbau 1960\n",
			"Anbau 1968\n",
			"Garagenanbau\n",
			"und Käselager\n",
			"off. Autounterstand\n",
			"Garage Parz. 1480\n",
			"Garage Parz. 1481\n",
			"Stall Gummi\n",
			"Scheune Gummi\n",
			"Remise Gummi\n",
			"Kaninchenstall\n",
			"Werkstatt-Anbau\n",
			"Schweinestallungen mit Jauchegruben\n",
			"mit Doppelgarage\n",
			"mit ged. Unterstand\n",
			"mit off. Autounterstand\n",
			"Garagen angebaut\n",
			"Oekonomiegebäude (Hinterchilenmattli)\n",
			"und Garagenanbau\n",
			"und Holzunterstand\n",
			"17 Garagenboxen\n",
			"Silo und Heizung\n",
			"Garagentrakt-Anteil\n",
			"Spritzenhaus Hinterdorf\n",
			"untere Scheune (Ifang)\n",
			"obere Scheune (Ifang)\n",
			"Reihengaragen (2 Boxen) (Ifang-Schoried)\n",
			"Unterstand U-120 (Längenbielried)\n",
			"Containerunterstand\n",
			"Anteil Autoeinstellhalle\n",
			"Anteil Einstellhalle\n",
			"Scheune (Laueli)\n",
			"Lagergebäude (Mätteli)\n",
			"Unterstand mit Tankanlage (Mätteli)\n",
			"Stall (Mülihalteli)\n",
			"Oekonomiegebäude (Mülimattli)\n",
			"Stall (Mülimattli)\n",
			"Schopf (Mülimattli)\n",
			"Alte Scheune\n",
			"Hallenstall\n",
			"Pumpwerk (Niederstad-z'Matt)\n",
			"Stall (Obere Grabi)\n",
			"Autounterstand 3-seitig offen\n",
			"Weidstall (Obseeweid)\n",
			"Wasserversorgunganlage (Pilatus)\n",
			"Bergstation der Luftseilbahn\n",
			"Stall (Renggeli)\n",
			"Heuschober (Riedli)\n",
			"Weidstall (Rütibergweid)\n",
			"Heuboneli (Rütibergweid)\n",
			"Stall (Salzerli)\n",
			"Holzhüttli (Salzerli)\n",
			"Werkhallen (Schlierenhölzli)\n",
			"Pumpstation Grunzli\n",
			"'Arena' Pavillon Pausenplatz\n",
			"Waldfesthütte (Schmittenwäldli)\n",
			"Forsthaus (Schybach)\n",
			"Scheune (Seewliweid)\n",
			"Stall (Spissi)\n",
			"Stall (Stotzigenweid)\n",
			"Heuschober (Stuckli)\n",
			"Stall (Vorderes Städerried)\n",
			"Bootshaus m. Unterst. (Vord. Städerried)\n",
			"Nebengebäude (Zuhn)\n",
			"Scheune (Zuhn)\n",
			"Scheune (Aemisried)\n",
			"Unterstand (Aemisried)\n",
			"Wochenendhäuschen (Balismatt)\n",
			"Baracke (Leiterbrand)\n",
			"Baracke mit Bäckerei (Leiterbrand)\n",
			"Lagerhalle (Chlewigenweid)\n",
			"Unterstand- u. Magazingebäude\n",
			"Ess-/Theoriegeb. und Baracken (11)\n",
			"Küchenanbau\n",
			"Trafostation angebaut (Nr. 3.142)\n",
			"Stall (Haftland)\n",
			"Weekendhäuschen (Etschi)\n",
			"Hafenanlage (Hauetli)\n",
			"Hafenwartgeb/Gartenanl. (Hauetli)\n",
			"Stall (Herbrigsmatt)\n",
			"Schweinemästerei (Hinteres Städerr.)\n",
			"Bootseinstellhalle West (Ried)\n",
			"Bootseinstellhalle Ost (Ried)\n",
			"Metallsteg (3 Plätze)\n",
			"Kunststoffsteg (16 Plätze)\n",
			"Metallsteg (18 Plätze) überdacht\n",
			"Scheune mit Viehauslauf\n",
			"Zahnradbahnanlage mit div. Gebäulichkeit\n",
			"Büropavillon\n",
			"Oekonomiegebäude (Molkerei)\n",
			"Remise (Nostalgie-Werkstatt)\n",
			"Brennereigebäude mit Garagen\n",
			"Schwesternhaus im Aeschi\n",
			"sowie Pfarreiheim\n",
			"Werkstatt- u. Lagergebäude m. Büros\n",
			"Hallenbau m. Turnhalle u. Schwimmbad\n",
			"Bergrestaurant mit Terrasse\n",
			"Restaurant 'Kleintitlis'\n",
			"Talstation Trübseebahn\n",
			"St. Antoius-Kapelle (Friedhofkapelle)\n",
			"Heizzentrale und Tankanlagen\n",
			"Viehstall mit Anbauten\n",
			"Büro-Container\n",
			"Zentralengebäude\n",
			"Motorenstation m. Umlenkmasten\n",
			"Bergstation Brunnibahn mit WC-Anlage\n",
			"Garagenboxen/Geräteraum/Carport\n",
			"Mehrzweckanlage\n",
			"Neubau-Anbau / Bettenhaus\n",
			"Garagentrakt mit Terrassenaufbau\n",
			"Zimmerei u. Schreinerei\n",
			"Werk- u. Lagerhalle\n",
			"Halle Süd\n",
			"Möbelhaus\n",
			"Lädenhütte\n",
			"mit Garage\n",
			"Heuschober\n",
			"Fahrsilo\n",
			"Holzsilo\n",
			"Polenkapelle\n",
			"Holzhütte\n",
			"2 Heuschober\n",
			"Lagerhütte\n",
			"Spielplatz-WC mit\n",
			"ged. Sitzplatz\n",
			"Stall/Oek.-Gebäude\n",
			"Holzhütte m. Garagenanbau\n",
			"Anbau Garage u. Holzhütte\n",
			"Hühner-/Bienenhaus\n",
			"Silos\n",
			"Autounterstand 1/5 Anteil\n",
			"Velounterstand 1/3 Anteil\n",
			"Gartenhäuschen m. ged. Sitzplatz\n",
			"Druckleitung m. Fassungswerken\n",
			"mit Garagen\n",
			"Hüttli\n",
			"Zementsilo-Anlage\n",
			"Unterstand m. Silo\n",
			"Kaverne, Schieberkammer mit\n",
			"Bienenhäuser\n",
			"Lagerhallen\n",
			"Belüftungs-/ Kabelstollen\n",
			"Verbindungsstollen u. Verteilungs-\n",
			"kammer sowie Zugangs- und\n",
			"Kopftrakt mit alter Druckleitung\n",
			"Alphütte m. Sennerei\n",
			"Fabrikationsgebäude\n",
			"Scheune hintere\n",
			"Industriegebäude, Nr. 107\n",
			"Oekonomiegebäude (ehem. Stall)\n",
			"Turnhalle Büchsmatt-Feuerwehrgebäude\n",
			"Scheune mit Anbau\n",
			"Scheune mit Anbau Laufstall\n",
			"Ausstellung\n",
			"Ausstellungshalle\n",
			"2 Silos\n",
			"Scheune neuer Teil\n",
			"Hühnerstall mit Wintergarten\n",
			"Gartenunterstand\n",
			"Autoeinstellhalle (teils auf P. 2244)\n",
			"Dieseltank 12'000 Liter\n",
			"Benzintank 40'000 Liter\n",
			"mit Tankstelle\n",
			"Autoeinstellhalle (teils auf P. 116)\n",
			"Garagentrakt mit 3 Garagen\n",
			"Holzlager mit Hundehütte\n",
			"Scheune m. Remise\n",
			"Gartencheminéeanlage mit Galerie\n",
			"Liegehalle\n",
			"Verkaufshalle mit Treibhaus\n",
			"Erweiterung Hallentrakt, Nr. 107b\n",
			"Fahrzeugeinstellhalle, Nr. 107c\n",
			"Garagen-Remise (Holz)\n",
			"Garagentrakt zu Mühlebachstrasse 6 und 8\n",
			"Garagentrakt zu Mühlebachstrasse 2 und 4\n",
			"Scheune Gerbi\n",
			"Zuschneiderei u. Lager\n",
			"Fabrikationshalle mit Bürotrakt\n",
			"Ueberdachter Holzlagerplatz\n",
			"Garagen- und Lagergebäude\n",
			"Scheune mit angeb. Remise\n",
			"Bildhauerwerkstatt\n",
			"Ex-Schweinestall\n",
			"Weidstall 442\n",
			"Toiletten- und Waschanlagen\n",
			"mit Anbau Veloraum\n",
			"Anteil Tennishaus\n",
			"Anteil Tennisclubhaus\n",
			"Sanitätshäuschen\n",
			"Garderoben, Toiletten, Rechngs.b.\n",
			"Kassahäuschen\n",
			"Garage, Büro + Kassahaus\n",
			"Stall OW\n",
			"Stall BE\n",
			"Stall 1007\n",
			"Stall 1023\n",
			"Stall 1025\n",
			"Stall 1005\n",
			"Stall 1008\n",
			"Stall 696\n",
			"Produktionshalle\n",
			"Schlachthaus zusammengebaut\n",
			"Regenbecken u. Pumpwerk\n",
			"Holzhüttli\n",
			"Stall 449\n",
			"angebauter Garage\n",
			"2 Garagen (zusammengebaut)\n",
			"und Einstellraum\n",
			"Stall 784\n",
			"Stall 103\n",
			"Hütte 943\n",
			"Schopf + Magazin 104\n",
			"Werkstattanbau 1546\n",
			"alter Stall\n",
			"1/3 Stallanteil 1067\n",
			"Berghäuschen\n",
			"Berghaus 1250\n",
			"Häuschen\n",
			"Bergstall\n",
			"Oekonomiegebäude mit Werkstatt\n",
			"Garage angeb.\n",
			"Rinderstall\n",
			"und Anbau Holzhütte\n",
			"Weidstall\n",
			"Oekonomiegebäude 1103\n",
			"Stall 1105\n",
			"Stall 1 1009\n",
			"Stall 2 1009\n",
			"Stall 1\n",
			"Stall 2\n",
			"Stall 681\n",
			"Ladenhütte\n",
			"Schiff- und Fischerhütte\n",
			"Holzhütte mit Terrasse\n",
			"Holzhüttenanbau\n",
			"Werkstatt und Holzlager 570\n",
			"Stall m. Anbau\n",
			"Garagenanteil\n",
			"Weidstall angebaut\n",
			"Stöckli\n",
			"Stall 1080\n",
			"Stall 1212\n",
			"Nebengebäude mit Badeinbau\n",
			"kl. Remise\n",
			"und Garage\n",
			"Autounterstand 1/2 Anteil\n",
			"Holzhütte/Unterstand\n",
			"Gartenhäuschen\n",
			"Fischbrautanstalt\n",
			"Scheunenanteil 2039\n",
			"Lastwagenunterstand mit Werkstatt\n",
			"Quellfassung mit Pumpstation\n",
			"Feuerwehrdepot m. Jugendlokalen\n",
			"Geburtshaus Bruder Klaus\n",
			"Berggut Teufibach\n",
			"Einstellhalle für Nutzfahrzeuge\n",
			"Unterstand für Brennstoff\n",
			"Hangar mit WC-Anbau\n",
			"Tennishalle / Restaurant\n",
			"Remisenanbau\n",
			"Forsthütte alt\n",
			"Blumenladen mit Sennerei\n",
			"Fabrikgebäude mit Hochregallager\n",
			"Lagerhalle mit Bürotrakt\n",
			"Einstell- u. Werkhalle mit Tankanlage\n",
			"Lager- und Bürogebäude\n",
			"Pavillon, Jugend + Kulturzentrum OW\n",
			"Dependance\n",
			"Perrondach\n",
			"Turnhalle mit Annexbauten, Kindergarten\n",
			"Werkstattgebäude und Heizungsanlage\n",
			"Lagerhalle offen (am Bach)\n",
			"Bootseinstellhalle (Bergseits)\n",
			"Stall Unterer\n",
			"Scheune mit Remisenanbau\n",
			"Scheune, Anbau\n",
			"Stall, Unterstand, Anbau\n",
			"Remisen\n",
			"Schutzhütte Berg\n",
			"Talstation, Kassagebäude\n",
			"Ergglenhüttli\n",
			"Materialmagazin Ergglen\n",
			"Talstation mit Wohnungsausbau\n",
			"Bergstation Engi\n",
			"Talstation Engi\n",
			"Alpstall mit Hirtwohnung\n",
			"Schiffshütte mit Bootsaufzug\n",
			"Stall-Anteil\n",
			"Schwimmhalle (inkl. Garage)\n",
			"Garage / Lager\n",
			"Forstgebäude im Bannwald\n",
			"Sportclub Buochs\n",
			"Reparatur-Werkstatt\n",
			"Magazin- und Vereinslokal\n",
			"Fabrikgebäude, Anbau\n",
			"Werkhalle, Werkstatt, Büroräume\n",
			"Lagerhalle Offen\n",
			"gedeckter Unterstand\n",
			"Garage- und Geräteunterstand offen\n",
			"Gartenlaube\n",
			"Bootshaus mit 4 Aufzügen\n",
			"Theatergebäude\n",
			"Büros und Gewerbehaus mit Tiefgaragen\n",
			"Feuerwehr und Kultur\n",
			"Pumpenhaus Hobiel\n",
			"Pumpenhaus mit Regenklärbecken\n",
			"Schulhaus Erle\n",
			"Schreinerei Sägereigebäude\n",
			"Zentrale Oberau 4\n",
			"Scheune, Anbau Unterstand\n",
			"Schweinestall, Lager, Überdachung\n",
			"Stall in der Weid\n",
			"Werkstatt und Magazin\n",
			"Stall und Scheune\n",
			"Scheune, Milchhaus\n",
			"Scheune, Anbau Laufstall\n",
			"Bergstation, Geräteraum, Umlenkanlage\n",
			"Talstation auf Parzelle 805\n",
			"Milchsammelstelle\n",
			"Stall, Ueberdachung bergseits\n",
			"Alpstall\n",
			"Scheune 1/2 Anteil, mit Geb. 31\n",
			"Werkstattgebäude, Geräteraum\n",
			"Schreinerhaus, Anbau\n",
			"Tennisgebäude\n",
			"Fabrikationsgebäude, Garagen\n",
			"Motorradwerkstatt, Lagerhalle\n",
			"Schreinerei-Werkstatt, Anbauten, Vordach\n",
			"Betriebs- und Lagergebäude, Überdachung\n",
			"Fabrikationsgebäude, offener Unterstand\n",
			"Fabrikgebäude mit Verwaltung\n",
			"Bürogebäude mit Werkstätten\n",
			"Kapelle Bürgenstock\n",
			"Alpine Spa\n",
			"Turnhalle, Schulgebäude 3\n",
			"Überdachung mit Lagerraum\n",
			"Autounterstand offen\n",
			"Speicher-Bar\n",
			"Verkaufsgeschäft, Personalzimmer\n",
			"Velo- und Containerunterstand\n",
			"Anbau Garage\n",
			"Stall Weid\n",
			"Scheune mit Laufstall\n",
			"Garage und Anteil Zwischenüberdachung\n",
			"Schulhaus 4\n",
			"Jauchekasten\n",
			"Scheune mit Schweinestall und Anbau\n",
			"Scheune, Erweiterung Scheune\n",
			"Scheune Untere\n",
			"Pumpenhaus mit Magazin Pumpenhaus mit St\n",
			"Metzgerei, Schlachthaus, Gewerbe\n",
			"Drehrestaurant, Stationsgebäude\n",
			"Scheune, Pferde-/Hühner-/Laufstall\n",
			"Forsthütte Rohren\n",
			"Geschäftshaus, Garagen\n",
			"Seilbahnstation Talstation Fräkmünd\n",
			"Gemeindemagazin\n",
			"Verkehrsbüro\n",
			"Ausstellung, Büros, Magazin-Räume\n",
			"Dienstgebäude mit Werkstatt Elektrotechn\n",
			"Langmattstall\n",
			"Scheune Jauchekasten\n",
			"Scheune Langmattliweid\n",
			"Autoabstellplatz gedeckt\n",
			"Poolanlage mit Solarabdeckung\n",
			"Bürogebäude mit Autoeinstellhalle\n",
			"Sanitätshilfsstelle\n",
			"Garagen, Anbau WC\n",
			"Garage mit Nebenraum im UG\n",
			"Lagerhalle/Lager\n",
			"Einkaufsgeschäft mit Fitnessstudio\n",
			"Soldatenstube\n",
			"Zeughaus\n",
			"Gewerbe, Sammelstelle\n",
			"Verwaltungsgebäude mit Anbau\n",
			"Büro- und Fabrikgebäude, Lager\n",
			"Remise, Wagenschopf\n",
			"Ökonomiegebäude, Schweinestall\n",
			"Verwaltungs- und Druckereigebäude\n",
			"Mehrzweckgebäude Tellenmatt (Turnhalle)\n",
			"Tankstellenshop mit Büros, Gewerbe\n",
			"Magazin, Bürotrakt, Holzhütte\n",
			"Wohnhaus, Stall\n",
			"Betriebsgebäude mit Pumpwerk\n",
			"Prüfhalle\n",
			"Polizeigebäude, Kommandozentrale\n",
			"Werkhof, Einstellhalle, Werkstatt\n",
			"Motorfahrzeug-Reperaturwerkstatt\n",
			"Scheune (als Lagerhaus)\n",
			"Werkstätte, Büros\n",
			"Büro- und Gewerbegebäude mit EH\n",
			"Bürotrakt, Werkstattgebäude, Büroanbau\n",
			"Staatsarchiv\n",
			"Halle 2, Lager\n",
			"Gewerbegebäude, Werkstatt\n",
			"Betriebsgebäude mit Büros\n",
			"Garage mit Lageraufbau Garagenanbau und\n",
			"Einstellhalle Lkw, Werkstatt\n",
			"Bau- und Hobbymarkt mit Einstellhalle\n",
			"Heilpädagogische Schule, Erweiterungsbau\n",
			"Lagergebäude mit Werkstatt\n",
			"Büro- und Lagergebäude\n",
			"LKW-Garage mit Büros\n",
			"Buchlager, Antiquariat\n",
			"Garage, Ausstellungsräume\n",
			"Lagerhalle mit Werkstatt, Überdachung\n",
			"Einstellhalle, Lager und Garagen\n",
			"Getränke-Verkaufshalle\n",
			"Verwaltungsgebäude, Überdachung\n",
			"Werkhalle, Büroanbau\n",
			"Vereinslokal (Frohsinn)\n",
			"Magazin, angebaut an Geb. 333\n",
			"Verkaufsladen\n",
			"Autowerkstatt, Verkaufsgeschäft\n",
			"Trachtenhaus mit Remise\n",
			"Veloraum\n",
			"Einstellhalle, Heizzentrale, Schutzraum\n"
			]
			},
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Wohnungskeller+Luftschutzr. zu Geb. 1036\n",
			"Scheune, Garage, Silo, offener Laufstall\n",
			"Hotel, Restaurant, Kongresszentrum\n",
			"Gärtnerhaus\n",
			"Restaurant Tinteretto\n",
			"Käsekeller\n",
			"Geschäftshaus, Lüftungs- u. Liftanlage\n",
			"Werkstatt- und Lagergebäude, Büro\n",
			"Fabrikations- und Bürogebäude\n",
			"Garagegebäude, Anbau, Überdachung\n",
			"Tennisplatz (Garderobengebäude mit Resta\n",
			"Verwaltungsgebäude, Fabrikation\n",
			"Depotgebäude mit Büros, Garagen\n",
			"Lagerhalle am Berg\n",
			"Maschinen- und Lagerraum\n",
			"Betriebsgebäude mit Werkstatt\n",
			"Garage, Magazin\n",
			"Container\n",
			"Bootshaus mit Sonnenkollektoren\n",
			"Biofilter Nord\n",
			"Garage mit Tankraum\n",
			"Blockhaus-Unterstand\n",
			"Pumpenhaus Schürmatt\n",
			"Garagen und Lagergebäude\n",
			"Stall auf Grat\n",
			"Remise mit Heulager\n",
			"Remise mit Keller\n",
			"Scheune Wyden\n",
			"Scheune Weid\n",
			"Stall im Oberschwand\n",
			"Stall beim Haus, Anbau\n",
			"Snack-Bar\n",
			"Schiffshütte\n",
			"Hostatt / Bootshafen / Seeparzelle\n",
			"Industrie Hafen\n",
			"Scheune mit Milchkammer\n",
			"Wagen-Remise, Anbau\n",
			"Scheune mit Heubelüftung, Kleinviehunter\n",
			"Geflügelmaststall Belüftungs-und Fütteru\n",
			"Doppelgaragen\n",
			"Scheune, Wagenschopf mit Garage\n",
			"Scheune (obere)\n",
			"Garagen und Werkstattgebäude\n",
			"Geräteschopf\n",
			"Oekonomiegebäude bei Wohnhaus\n",
			"Schnitzturm\n",
			"Bürocontainer (Kst. 1674)\n",
			"Abwasserpumpwerk Hinterberg\n",
			"Freizeitwerkstätte\n",
			"Reihengaragen\n",
			"Garage mit Tankanbau\n",
			"Garagen Nord\n",
			"Garagen Süd\n",
			"Pumpenhaus Allmend\n",
			"Bootshalle mit Terrasse\n",
			"Bienenhaus mit Bienenkasten\n",
			"Garage Offen\n",
			"Garagen und Abstellraum\n",
			"Scheune Ohne Jauchegrube\n",
			"Bootshaus mit Anbauten\n",
			"Bootshalle mit 10 Plätzen\n",
			"Werkstatt/Garage (Autounterstand)\n",
			"Garage, Lift und Zugangsstollen\n",
			"Stations-Unterstand\n",
			"Garagengebäude mit Lokalaufbau\n",
			"Magazin, Garagen\n",
			"Werktrakt\n",
			"Talstation, Werkstattt und Lagerhalle\n",
			"Schlosserei\n",
			"Lagergebäude mit Zimmereiaufbau\n",
			"Maschinenhaus\n",
			"Überdachung Lagerhalle-Produktion\n",
			"Werkstattgebäude, Büro, Lagergebäude\n",
			"Scheune mit Einfahr\n",
			"Reparaturwerkstatt, Abstellplatz\n",
			"Schreinerei und Zimmerei, Büro, Lager\n",
			"Heugädeli Brändlenweid\n",
			"Baumagazin, Werkhalle, Überdachung\n",
			"Scheune (neuer), Milchhaus\n",
			"Waschhütte, Autounterstand\n",
			"Unterstand, Garagen\n",
			"Oekonomiegebäude mit Lager\n",
			"Friedhofhalle\n",
			"Scheune Einfahr\n",
			"offener Unterstand und Bienenhaus\n",
			"Lüftung A3\n",
			"Jagdhütte\n",
			"Transformatorengebäude\n",
			"Schweiz. Eidgenossenschaft\n",
			"Maschinenunterstand\n",
			"Hochsilo\n",
			"Remise / Hofladen\n",
			"Geissgaden II\n",
			"Gebäude-Notschlachtanlage\n",
			"Grossbäckerei\n",
			"Gewerbebau\n",
			"Fabrikation/Lager/Büro\n",
			"Gewerbebau mit Büro\n",
			"Auto-Reparaturwerkstatt\n",
			"Doppelkindergarten\n",
			"VAM für Arbeitsmarktmassnahmen\n",
			"Kindergarten-Pavillon\n",
			"Mech.Werkst./ Schlosserei\n",
			"Dienstleistung- und Gewerbehaus\n",
			"Ladenpavillon\n",
			"Ostbau Haldenstrasse 5\n",
			"Büro- und Fabrikationsgebäude\n",
			"Kabelkanäle\n",
			"Werkstatt + Ausstellung\n",
			"Gewerbebau mit Restaurant\n",
			"Tagesheim\n",
			"Restaurant Mc Donald's\n",
			"Gewerbegeb./Heizzentrale\n",
			"3-fach Kindergarten\n",
			"Gewerbebau + Einstellhalle\n",
			"Mehrzweckgeb./Doppelkindergarten\n",
			"Mehrzweckgebäude/Schwestermhaus\n",
			"Scheune + Magazin\n",
			"Büro- + Gewerbegebäude\n",
			"Kindergartenpavillon\n",
			"Gedecktes Lager\n",
			"Garage mit Schopfanbau\n",
			"Industriehalle\n",
			"Schulrektorat/Polizeiposten\n",
			"Schwesternhaus alt\n",
			"Badeanstalt Hirsgarten\n",
			"Betriebsgebäude Kläranlage Schönau\n",
			"Vereinslokal Segelclub\n",
			"Bibliothek und Ludothek\n",
			"Wohn- + Geschäftshaus\n",
			"Waschhaus/Schopf\n",
			"Remise ost\n",
			"Waschhaus / Brennerei\n",
			"Neue Scheune\n",
			"Waschhaus / Trotte\n",
			"Schopf / Garage\n",
			"Garage/Magazin\n",
			"Schweine-und Hühnerstall\n",
			"Einstellhalle / Nebenräume\n",
			"Garageanteil\n",
			"2 Garagen\n",
			"Schopf/Garage\n",
			"Billet-Kassenhäuschen\n",
			"Scheune / Silogebäude\n",
			"Wagenremise\n",
			"Holzerhütte\n",
			"Maschinen-Unterstand\n",
			"Remise und Schopf\n",
			"Silobau\n",
			"Trottenbau\n",
			"Holzschopf/Schweinestall\n",
			"Remise / Liegehalle\n",
			"Trafostation Neudorf\n",
			"Oekonomiegeb./Hühnerhaus\n",
			"Trotte / Waschhaus\n",
			"Seilbahnstation\n",
			"Trafostation Eu\n",
			"Schweineställe\n",
			"Sennhütte Mit Anbauten\n",
			"Stauwehrhaus 1\n",
			"Schalthaus\n",
			"Trafostation Lorzentobelbrücke\n",
			"Brunnenstube M\n",
			"Betriebsgebäude Lorzentobelbrücke\n",
			"Wasch-Brennhaus\n",
			"Kapelle St.Wendelin\n",
			"Luftschutzraum+Hobbyraum\n",
			"Scheune / Magazin\n",
			"Remise / Trotte\n",
			"Remise / Stall\n",
			"Wegkapelle\n",
			"Trottenschopf\n",
			"Garagetrakt\n",
			"Pumpenhaus / Jauchetrog\n",
			"Oekonomie / Betriebsgeb.\n",
			"Stall / Remise\n",
			"Wagenremise / Garage\n",
			"Remise / Jauchetrog\n",
			"Trafostation Schwanden\n",
			"Garage/Hühnerhaus\n",
			"Garage / Remise\n",
			"Wartehalle Zvb\n",
			"Kapelle St.Bartholomäus\n",
			"Scheune mit Sägereihalle\n",
			"Garage/Silo\n",
			"Lagergebäude / Gerätehalle\n",
			"Scheune 1\n",
			"Stauwehrhaus\n",
			"Pegelhäuschen\n",
			"Wasch- U. Heizhaus\n",
			"Wagenremise / Stall\n",
			"Ausstellung mit Tankstelle West\n",
			"Autohaus\n",
			"Trafostation Webu\n",
			"Trafostation Wies\n",
			"Trottenbau mit Hühnerstall\n",
			"Scheune + Pferdestall\n",
			"Remise mit Garagenanbau\n",
			"Scheune (GS 172)\n",
			"Kleine Scheune\n",
			"Pumpenhaus \"Kohlboden\"\n",
			"Hundeheim\n",
			"Garten- + Gerätehaus\n",
			"Reithalle mit Pferdestall\n",
			"Wiegenhaus\n",
			"Elektrozentrale\n",
			"Zivilschutzbau und Halle\n",
			"Doppelgarage Büro + Magazin\n",
			"Trafostation Winden\n",
			"Trafostation Dorf\n",
			"Trafostation Blatt\n",
			"Trafostation Buchmatt\n",
			"Trafostation Meiacher\n",
			"Trafostation Rain\n",
			"Trafostation Thal\n",
			"Trafostation Höll\n",
			"Trafostation Industrie\n",
			"Trafostation Sarbach\n",
			"Trafostation Windenboden\n",
			"Wasch-/Brennhaus\n",
			"Seewasserwerk Ägerital\n",
			"Rest. Rösli\n",
			"Schulpavion\n",
			"Reservoir Chrüzbuech\n",
			"Bahnhofkiosk\n",
			"Lokomotivdepot\n",
			"Sportpark\n",
			"Musikschule / Bibliothek\n",
			"Schwimmhalle\n",
			"Garage mit Büro\n",
			"Freizeitgebäude Heuboden\n",
			"Restaurant Brücke\n",
			"Kindergarten Mühlegasse\n",
			"Büro-und Lagergebäude\n",
			"Kindergarten Euwmatt\n",
			"Werkstattbau (166a), Fabrikations (166c)\n",
			"Ladengebäude\n",
			"Fischbrutanstalt\n",
			"Kindergarten - Pavillon\n",
			"Kapelle St. Karl\n",
			"Gewerbehaus / Tankstelle\n",
			"Bürogebäude mit Laden\n",
			"Gewerbebau mit Destillerie\n",
			"Werkhalle und Gewerbebau\n",
			"Trafostation Zugerberg\n",
			"Werkstatt, Autospenglerei\n",
			"Jugendtreff St.-Johannes\n",
			"Kiosk am Bundesplatz\n",
			"Fabrikhalle mit Büro\n",
			"Laden / Bäckerei, Hotelteil Ost\n",
			"Mehrzweck-/Oekonomiegebäude\n",
			"Bürogebäude Grafenauweg 4 - 10\n",
			"Bürogebäude / Autoeinstellhalle\n",
			"Strandbad-Kiosk-Garderoben\n",
			"Verwaltungsgebäude / Laden\n",
			"Bürogebäude Grafenau\n",
			"Nr. 6; Lagergebäude bei Theater\n",
			"Vereinshaus Zug-94\n",
			"Messstation LETZI\n",
			"Obere Scheune\n",
			"Gewerbegebäude/Autowaschstrasse\n",
			"Knopfliturm\n",
			"Magazin / Brockenhaus\n",
			"Lager/ Büro\n",
			"Früher Wohnhaus\n",
			"Landw. Wohn- + Betriebsgebäude\n",
			"Werkstatt mit Büro\n",
			"Atelier ehemals Waschhaus\n",
			"Pavillon Gloriettli\n",
			"Garten-Vereinshaus mit Restaurant\n",
			"Schopf mit Stall\n",
			"Autogarage + Trafostation Bau 14\n",
			"Forstmagazin Fuchsloch\n",
			"Bade- u. Bootshaus Trubikon\n",
			"Autounterstand mit Gerätehaus\n",
			"Garage - Remise - Werkstatt\n",
			"Betriebsgebäude WWZ\n",
			"Atelierhaus Gewürzmühle\n",
			"Heizentrale\n",
			"Trafostation Grienbach\n",
			"Laiterie\n",
			"Ecole\n",
			"La Prairie\n",
			"Ecoles\n",
			"Carrosserie\n",
			"Bâtiment communal\n",
			"Batiment communal / Ecole\n",
			"Restoroute\n",
			"Station Service\n",
			"Ecole travaux manuels\n",
			"Station d'épuration des eaux\n",
			"station pompage\n",
			"Centre de Recherche Santé Anim\n",
			"Garage A. Rigolet / Atelier\n",
			"Boucherie\n",
			"Bowling\n",
			"Halle de sport\n",
			"Porcherie\n",
			"Carignan/Sellerie\n",
			"Administration communale\n",
			"Eglise\n",
			"Route de l'Industrie\n",
			"STEP\n",
			"La Sauge\n",
			"camping Traeger\n",
			"Club-House\n",
			"école secondaire\n",
			"Menuiserie\n",
			"école CEP\n",
			"Dépôt\n",
			"Ecole Primaire\n",
			"Garage du Praz\n",
			"Magasin\n",
			"Vestiaire\n",
			"toilettes douches\n",
			"réduit\n",
			"Restaurant Golf\n",
			"Buvette Minigolf\n",
			"Secrétariat communal\n",
			"Restaurant Top Air\n",
			"Ancienne laiterie\n",
			"Boulangerie\n",
			"Restaurant Chez Anny\n",
			"Piscine\n",
			"Capitainerie\n",
			"Chalet d'alpage\n",
			"Abri PC et administration communale\n",
			"Kaserne Drognens\n",
			"Gendarmerie - Prison de distri\n",
			"Ecole primaire\n",
			"Moulin\n",
			"Caserne militaire\n",
			"Salle de paroisse\n",
			"Gare\n",
			"Chez Mélanie\n",
			"Ecole des garçons\n",
			"Stand de tir\n",
			"HorizonSud - Ateliers de Gumefens\n",
			"Buvette au Creux du Feu\n",
			"Station transformatrice\n",
			"Ciblerie\n",
			"Station d'épuration\n",
			"Restaurant Piazzetta\n",
			"Ecole Primaire la Condémine\n",
			"Ecole de la Léchère\n",
			"La Poste\n",
			"Conservatoire de Fribourg\n",
			"Station service\n",
			"Poste\n",
			"Halle de sports\n",
			"Restaurant Soldatenstube\n",
			"Camp militaire\n",
			"Conciergerie et entrée du musée\n",
			"Hôtel de Ville\n",
			"Fromagerie de démonstration\n",
			"Aérodrome - Atelier\n",
			"Aérodrome - Bureau\n",
			"Station Funiculaire\n",
			"Refuge\n",
			"Berghaus Riggisalp\n",
			"Châlet d'alpage\n",
			"Cafétariat\n",
			"Déchetterie\n",
			"Maison communale\n",
			"Garage/carrosserie\n",
			"Halle d'engraissement\n",
			"Bar chez Christiane\n",
			"Administration communale et Abri PC\n",
			"Réception camping\n",
			"Les Plaines\n",
			"Musée de Charmey\n",
			"Morgue\n",
			"Ecole et administration\n",
			"Ecole Primaire & helle de sport\n",
			"La Colonie\n",
			"Tuilerie\n",
			"Clinique Générale\n",
			"Tribunal administratif\n",
			"Parking des Alpes\n",
			"Centre de tennis\n",
			"Centre de congrès\n",
			"Abri PC\n",
			"Institut St-Joseph\n",
			"Garage de Belle-Croix S.A.\n",
			"Garage AMAG\n",
			"STEP de Ste-Apolline\n",
			"Station service de Moncor\n",
			"La Poste principale\n",
			"Espace Nuithonie\n",
			"Ecurie\n",
			"Buvette aérodrome\n",
			"Café de la Sonnaz\n",
			"Bûcher\n",
			"Ecole - administration\n",
			"Garage Inter-Gibloux\n",
			"Montena EMC (Electrosuisse dès 2013)\n",
			"Ecole + Admin. communale\n",
			"Buvette\n",
			"Chapelle mortuaire\n",
			"Ferme du Tilleul\n",
			"Dépôt 45\n",
			"Salle polyvalente\n",
			"Orientierungsschule\n",
			"Pfarreiheimet\n",
			"Sporthalle\n",
			"Gemeinde Werkhof\n",
			"Chapelle\n",
			"Scierie\n",
			"Halle avicole\n",
			"Hotel Seepark\n",
			"Behindertenwerkstätte\n",
			"Tf'Zen Swisscom\n",
			"ZS Schutzraum\n",
			"Kiosk Schiffstation\n",
			"Schloss Löwenberg (Manoir)\n",
			"bâtiment administratif du pénitencier\n",
			"pénitencier salle de conférence\n",
			"Pfarramt\n",
			"Kiemy\n",
			"Altes Schulhaus\n",
			"Spiro - Produktionshalle\n",
			"Carrosseriewerkstatt\n",
			"Ferienheim St. Michael\n",
			"Talstation Sessellift\n",
			"Orientierungschule\n",
			"Oberland Apotheke\n",
			"Schnitzelhalle\n",
			"Schlachthaus\n",
			"Kapelle Bad\n",
			"Jägerhütte\n",
			"Werkhofdienst\n",
			"Fabrikhalle\n",
			"Folientunnel\n",
			"Geschäftsräume\n",
			"Vibeton Freiburg AG\n",
			"Helfer AG\n",
			"Noesberger AG\n",
			"Sporthalle Gwatt\n",
			"Le Moulin\n",
			"Magasin / Dépôt Wydler\n",
			"Garage + Carrosserie\n",
			"Bureau communal\n",
			"La Salette\n",
			"Ecole Le Vicariat\n",
			"Centre de télécommunication\n",
			"Dépôt Peintcolor\n",
			"Bâtiment du feu et voirie\n",
			"Adm. communale / Salle polyval\n",
			"Buswartekabine Rest. Lamm\n",
			"Minigolfanlage\n",
			"Jura Elektroapparate\n",
			"Einwohnergemeinde\n",
			"Schürmann + Graf Transp. AG\n",
			"Lagerhalle APS\n",
			"Nebengebäude Studer\n",
			"Betriebsgebäude west\n",
			"Bauernhof\n",
			"Vebo Genossenschaft \"Verwaltungsgebäude\"\n",
			"Schreinerei / Zimmerei\n",
			"Ingenieurschule HTL\n",
			"Holzlager / Saloon\n",
			"Turnhalle/Kindergarten/Feuerwehrmagazin\n",
			"Ehemalige Curlinghalle\n",
			"Schulhaus Küttigkofen\n",
			"Evang.Ref.Pfarramt\n",
			"Wohngruppen\n",
			"Gärtnerei\n",
			"Gärtnerei von Schulheim\n",
			"Geschenkartikel Souvenirs\n",
			"Restaurant Felsplatte\n",
			"Autogarage\n",
			"Haus der Begegnung\n",
			"Reformiertes Kirchgemeindehaus\n",
			"Schulhaus Gerbrunnen\n",
			"Schulhaus Leinfeld\n",
			"Schulaus Gassacker\n",
			"Schopf/Werkstatt\n",
			"Gemeindezentrum\n",
			"SBB Bahnhäuschen\n",
			"Kindergarten Gländ\n",
			"Schulhaus Gländ 2 West (3.-4. Klasse)\n",
			"Schulhaus Gländ 2 Ost (5.-6. Klasse)\n",
			"Kindergarten Oberfeld\n",
			"Kindergarten Kirchacker\n",
			"Schulhaus Kirchacker (Oberstufe)\n",
			"Schulhaus Gländ 1 (1.-2. Klasse)\n",
			"röm.-kath. Kirche\n",
			"Provisorium Pavillon Gländ (Elternclub)\n",
			"Turnhalle Gländ\n",
			"Ausstellhalle\n",
			"Forellenzucht\n",
			"Brennerei\n",
			"Öffentliches Gebäude\n",
			"Produktionsgebäude Scintilla 101\n",
			"Werkareal 310\n",
			"Produktionsgebäude Scintilla 201\n",
			"Produktionsgebäude Scintilla 102\n",
			"Produktionsgebäude Scintilla 103\n",
			"Produktionsgebäude Scintilla 104\n",
			"Produktionsgebäude Scintilla 108\n",
			"Produktionsgebäude Scintilla 109\n",
			"Produktionsgebäude Scintilla 114\n",
			"Produktionsgebäude Scintilla 125\n",
			"Produktionsgebäude Scintilla 106\n",
			"Produktionsgebäude Scintilla 110\n",
			"Produktionsgebäude Scintilla 202\n",
			"Produktionsgebäude Scintilla 203\n",
			"Produktionsgebäude Scintilla 205\n",
			"Produktionsgebäude Scintilla 212\n",
			"PRoduktionsgebäude Scintilla 214\n",
			"Produktionsgebäude Scintilla 221\n",
			"Produktionsgebäude Scintilla 204\n",
			"Ausstellungsraum\n",
			"Doppel-Kindergarten\n",
			"Backhaus\n",
			"Einstellschuppen\n",
			"ARA Deitingen\n",
			"Raststätte Silberkugel\n",
			"Kinderkrippe\n",
			"Turnhalle / Schwimmhalle\n",
			"Kehrichtumladestation\n",
			"Sporthalle / Restaurant\n",
			"Kulturhistorisches Ortsmuseum\n",
			"Ref. Kirchgemeindehaus\n",
			"Lagras\n",
			"Seilbahnstation, Station Nesselboden\n",
			"FW-Magazin - Zivilschutzanlage\n",
			"Kraftwerk Ruppoldingen\n",
			"Cargohalle\n",
			"Schulhaus Neumatt\n",
			"Trafostation bei Probst Paul\n",
			"Strommessung Alter Fussballplatz\n",
			"Sportanlagen BAD und Clubhaus SCF\n",
			"Swisscom PUS Raum Bushaltestelle\n",
			"Messstation Fridau unter der Strasse\n",
			"Trafostation Jäggi AG\n",
			"Trafostation bei Bleuler\n",
			"Trafostation Stahlton-Land\n",
			"Trafostration Bornweg\n",
			"Trafostation Winkelgasse (Gall)\n",
			"Lagergebäude und Hirschpark Haller Karl\n",
			"Wassermessung BAD\n",
			"Waldhaus Bürgergemeinde\n",
			"Friedhofgebäude Katafalkraum\n",
			"Pumpstation ARA Höllstrasse\n",
			"Garagegebäude Senn Höllstrasse\n",
			"Garagebetrieb Leclerc Höllstrasse\n",
			"Clubhaus RFV Fulenbach\n",
			"Betriebsgebäude ZIMMERMANN Stalltechnik\n",
			"TS Schenker Boningerstrasse\n",
			"Autoraststätte Eurorest\n",
			"A2 Snack Kiosk\n",
			"Bank\n",
			"Untersuchungsgefängnis\n",
			"Reiserstrasse 33/35\n",
			"Factory\n",
			"Gemeindekanzlei / Kindergarten\n",
			"Hotel Baseltor\n",
			"Hotel Roter Turm\n",
			"Restaurant, Fast Food\n",
			"Öffentl. Gebäude\n",
			"Kloster\n",
			"2 x Doppelgarage\n",
			"Geschäftsgebäude\n",
			"Lagerhaus und Mühle\n",
			"Bürogebäude und LKW Garage\n",
			"Berufsschule\n",
			"Partyservice PIZZA LEONE\n",
			"Werkstatt Sanitärinstallation, Heizungen\n",
			"Industrie- und Gewerbezentrum\n",
			"Chilchwäg\n",
			"Transformatorenstation\n",
			"Milchzentrale\n",
			"Schulhaustrakt\n",
			"Bauernhof Dülli\n",
			"Speditions- und Logistikgebäude\n",
			"Zollverwaltung\n",
			"Zollamt\n",
			"Schulhaus Zimmerberg\n",
			"Metropol\n",
			"Werkstatt + Ausstellungsraum\n",
			"Rhyfallhalle\n",
			"Rolf Bürgler, Büro/Lager\n",
			"Kindergarten Charlottenfels\n",
			"Bau 1\n",
			"Bau 73\n",
			"Rheinkraftwerk Neuhausen am Rheinfall\n",
			"Garage Spagnolo + TJF Computer\n",
			"Wiedella\n",
			"Blumenträf\n",
			"Coop\n",
			"Abfertigungs-/Verzollungsgebäude\n",
			"Bau Laufengasse, its1\n",
			"Nebengebäude Schlössli Wörth\n",
			"Rhyfallbadi Filterhaus\n",
			"Schreinerei Farner\n",
			"Rhyfallbadi Chemikalienmagazin\n",
			"Bau 4 Trafostation\n",
			"Bau 16 Trafostation\n",
			"Bau 21\n",
			"Bau 10\n",
			"Bau 3\n",
			"Ersatzbau 15\n",
			"RKN Kupplungsstation, Schutzwand\n",
			"Bau 4 Lösungsmittellager\n",
			"Bau 20\n",
			"Bau 19 und 23\n",
			"Bau 22\n",
			"Bau 8\n",
			"Bahnmeisterei\n",
			"Holzschuppen\n",
			"Bau 5 Zwischenbau 8A\n",
			"Entsorgungsgebäude\n",
			"Fertiggaragen\n",
			"Abstellraum\n",
			"Lager Alcan\n",
			"Hühner-/Schafstall\n",
			"Scheune+Stall neu\n",
			"Pferdeboxen\n",
			"Clubhaus VFC 90\n",
			"Toilettengebäude/Parkplatz\n",
			"Schiebergebäude\n",
			"EW Stadt Schaffhausen\n",
			"Schulhaus Blankenstein\n",
			"Steigschulhaus\n",
			"inkl. Einstellhalle\n",
			"Kreuzgut Kleinkinderschule\n",
			"Fronwagturm\n",
			"Schulzahnklinik, Kindergarten\n",
			"Windegg Kleinkinderschule\n",
			"Auto-Garage Facchin AG\n",
			"VGM Kant. Verwaltung\n",
			"Werkstatt Firma Meyer\n",
			"J.C. Fischerhaus\n",
			"altes Magazin\n",
			"Werkstattgebäude (ex-Heizzentrale)\n",
			"Jumbo-Markt\n",
			"alte Weinmannfabrik\n",
			"Lahn Kleinkinderschule\n",
			"z.goldenen Waage\n",
			"Bocksriet Kleinkinderschule\n",
			"Lager- und Speditionsgebäude\n",
			"ehem. Postgarage\n",
			"GWW Büro- und Lagergebäude\n",
			"Pumpbetonwerk\n",
			"Intern Nr. 513\n",
			"Geissberg Kleinkinderschule (Neu)\n",
			"Unterwerk Schlachthofstrasse\n",
			"Birchrütihalle\n",
			"Garagentrakt mit Gartenhaus\n",
			"Laden vorne\n",
			"Forstgebäude\n",
			"Kaffeeteria (Psychiatrie)\n",
			"Bau 55, Autoeinstellhalle\n",
			"Sonderbau\n",
			"Erdgas-Tankstelle\n",
			"Fahrzeugunterstand\n",
			"beim Pestalozziheim\n",
			"HESTA Gewerbehaus, östlich\n",
			"Klein- und Nebenbaute\n",
			"bei Intronic AG\n",
			"Dampfzentrale / Werkstatt\n",
			"Dampfzentrale/Fabrikation+Werkstatt\n",
			"Hofhaus\n",
			"Rest. Joy (Myrthenbaum)\n",
			"Feuerwehrzentrum\n",
			"Im Langacker\n",
			"Pumphäuschen\n",
			"GWW Betriebsgebäude\n",
			"Zollgebäude auf Perron 3\n",
			"Lager Ebnat\n",
			"Neutralisationsanlage\n",
			"UW Geissberg\n",
			"UW Geissberg (Verteilkabine)\n",
			"UW Geissberg (Filtergebäude)\n",
			"Pumpwerk Warthau\n",
			"Lager Ebnat C\n",
			"Nebenbauten\n",
			"Trotte \"Underer Fels\"\n",
			"Türmli mit Uhr (Heizung Restaurant)\n",
			"Lagerhaus Langgrund (Spitzwiesen)\n",
			"Einstellhalle, Remise, Schopf, Funkconta\n",
			"Rheinengaragen\n",
			"Garage für 1 PW\n",
			"Garage PW\n",
			"Garage für PW\n",
			"Garagen.\n",
			"Dienstgebäude / Beschaurampe\n",
			"Dienstgebäude / Stw RB\n",
			"Dienstgebäude\n",
			"Waldhütte Stöck\n",
			"Dienstgebäude bei Lokremise\n",
			"Kleinbaute\n",
			"Landwirtschafts Gebäude\n",
			"Erweiterungsbau Kantonsschule / DMS\n",
			"alte Turnhalle\n",
			"Entsorgungsunterstand\n",
			"Maschineneinstellhalle, Anbau südlich\n",
			"Schopf, Garage, Unterstand\n",
			"Werkdienstgebäude\n",
			"Verteilzentrale Weinberg\n",
			"Fabrikgebäude MFA\n",
			"Fabrikgebäude MFA, westlich\n",
			"Trainingscenter MFA\n",
			"Lager- und Spedition\n",
			"Industriegebäude Stierlin\n",
			"Whg. siehe 4920!\n",
			"Whg. siehe 4920 !\n",
			"Theaterrestaurant\n",
			"Dux Mode\n",
			"WV-Herrenacker\n",
			"Magazingebäude\n",
			"Diebsturm\n",
			"Kreuzgang Süd, Ost, West\n",
			"St. Anna-Kapelle\n",
			"Kirche St. Johann\n",
			"SR Haldenstrasse\n",
			"Stadtbibliothek\n",
			"Agnesienschütte / Bibliothek\n",
			"Turnhalle Bach\n",
			"Nebengebäude bei Fischerzunft\n",
			"Backstube mit Pizzaofen\n",
			"Sternwarte\n",
			"Nebengebäude beim Sh. Blankenstein\n",
			"EW Schaffhausen\n",
			"Werkstattgebäude Stadtgärtnerei\n",
			"Remise, Werkstatt, Veloraum\n",
			"Kreuzgang Nord\n",
			"Abstellraum/Schutzraum\n",
			"Badehaus mit Whirlpool\n",
			"Clubhaus mit Magazin\n",
			"Trafostation Gennersbrunnerstrasse\n",
			"Trafostation Nordstrasse\n",
			"Pflegetrakt\n",
			"Stallbaute\n",
			"Griesbach\n",
			"Nebengebäude im Munotgraben\n",
			"Nebengebäude Stadtgärtnerei\n",
			"Gartenhaus Munothalde\n",
			"Rebhüsli Rheinhalde\n",
			"alte Trotte\n",
			"Schopf/Unterstand\n",
			"Pavillon, Sitzplatz gedeckt\n",
			"Trafostation Rebberg (Rheinhaldenstr.)\n",
			"Trafostation Promenadenpark\n",
			"GWW Magazingebäude\n",
			"GWW Werkstatt und Lager\n",
			"GWW Lagerplatzüberdachung\n",
			"GWW Mess- und Regelstation\n",
			"Gallusserhaus\n",
			"Birch\n",
			"Heizzentrale DT / MFA\n",
			"Trafostation Bachtelstrasse\n",
			"Buszentrum\n",
			"Unterkunftsgebäude\n",
			"SBB Nebengebäude\n",
			"Lokomotiv-Remise\n",
			"Tickeria Verkehrsbetriebe SH\n",
			"Neubau Ost\n",
			"Stadion Breite\n",
			"Schiessstand Birch\n",
			"Schulhaus Breite\n",
			"Schaltstation Brauereistrasse\n",
			"SR Anlage KSS\n",
			"auf dem Dach von BK 5230\n",
			"Kieser Training\n",
			"Schützenhaus Buchthalen\n",
			"Trafostation Logierhaus\n",
			"alte Pumpenstation\n",
			"Glissa\n",
			"Gartenhaus mit Anbau Carport\n",
			"Überdachung\n",
			"GWW Schieberhaus / Pumpenstation\n",
			"bei Fulachstrasse 229\n",
			"Energiezentrale 51, Werkstattgebäude 52\n",
			"Laborbau\n",
			"Bau (LPF) 60\n",
			"Portiergebäude 11\n",
			"Trocknerei\n",
			"Bau 61\n",
			"Entsorgungszentrum, Bau 47\n",
			"Bau 54\n",
			"Bosch Service Werkstatt\n",
			"Behandlungstrakt B2 alt\n",
			"Patiententrakt P2 West\n",
			"Küche / Wäscherei\n",
			"Schule PKP / Spielhaus\n",
			"Schule PKP / Kinderkrippe\n",
			"Archivgebäude\n",
			"Clubhaus TC Herblingen\n",
			"Sporthalle Dreispitz\n",
			"Tankanlage HTW\n",
			"GF Telefonzentrale, Intern 511\n",
			"Güterhalle + PTT Paketausgabe\n",
			"Dienstgebäude + Zollrampe\n",
			"Grafenbuckhalde\n",
			"Filterbrunnen 11 Pumpwerk Rheinhalde\n",
			"Filterbrunnen 9 Pumpwerk Rheinhalde\n",
			"Filterbrunnen 10 Pumpwerk Rheinhalde\n",
			"Grundwasserpumpwerk Rheinhalde\n",
			"Wochenendhaus\n",
			"Scheune mit Garage\n",
			"Turnhalle Buchthalen (alt)\n",
			"Unterstand bei Turnhalle\n",
			"Tankstellenüberdachung\n",
			"Kombi-Rampe\n",
			"Güterhalle\n",
			"Oekonomie-Werkstattgebäude\n",
			"neues Schulgebäude\n",
			"Heizzentrale / Werkstatt\n",
			"Behandlungstrakt B3\n",
			"HESTA Gewerbehaus, westlich\n",
			"Sport- und Freizeithalle\n",
			"Wntergarten\n",
			"Bauamtsmagazin\n",
			"Doppelkindergarten Kessel\n",
			"EW Muffenschacht / Otterngutstrasse\n",
			"Garagentrakt zweigeschossig\n",
			"Sonnenberg Tiefgarage\n",
			"Zeughaus A\n",
			"Zeughaus C\n",
			"Geräteschopf, Lager, WC\n",
			"Naturstamm-Sauna\n",
			"inkl. gedeckter Sitzplatz GB 10405\n",
			"KSS-Hallenbad Breite\n",
			"Lager / Werkstatt Gartenbau\n",
			"Lager FW, Stagä + TBA\n",
			"ZS-Anlage Geissberg\n",
			"Schützenhaus Herblingen\n",
			"Trafostation Kessel\n",
			"Kesselhaus\n",
			"Schopf und Garage\n",
			"Trafostation Lebernacker\n",
			"Trafostation Spiegelgut\n",
			"TV Fäsenstaub\n",
			"Landwirtschaftsgebäude\n",
			"Landwirtschaft\n",
			"Garage links\n",
			"Industriegebäude (Breitenau)\n",
			"Kleingebäude\n",
			"Garage mitte\n",
			"Nebenbaute an Stadtmauer\n",
			"Industrie Gebäude\n",
			"Containerhäuschen\n",
			"Kleinbauten\n",
			"Bushalt\n",
			"Tennisclubhaus\n",
			"Garage EG / Gartenhaus im UG\n",
			"Gastank\n",
			"Gebäude Öffentlich\n",
			"Kleinbaute.\n",
			"Militärküche\n",
			"Malergeschäft Hauser\n",
			"Lager-/Verpackungsgebäude\n",
			"Tankstellenshop\n",
			"LANDI\n",
			"Lagerhalle LANDI\n",
			"Schulhaus Hopfegarte\n",
			"Wohn-und Gewerbeliegenschaft\n",
			"Kindergarten Burgacker\n",
			"Bürogebäude Rupli Holzbau\n",
			"Zollamt/Grenzwachtposten\n",
			"Werkhof Forstverwaltung\n",
			"Schulhaus Primarschule\n",
			"Schulhaus Langelen\n",
			"Birkenhof\n",
			"Alpschaukäserei\n",
			"Bergrestaurant\n",
			"Kochegg\n",
			"Haus Rose\n",
			"Hinterdorf 6\n",
			"Ausstellung Willi Metallbau\n",
			"Garagen u. Mehrzweckraum\n",
			"Schulhaus Buchen\n",
			"Werkhof Forstamt\n",
			"Zivilschutz\n",
			"Gemeinschaftshaus\n",
			"Küchengebäude\n",
			"ARA Brändle\n",
			"Primarschule / Zentralschulhaus\n",
			"Skilift Grub-Kaien\n",
			"Evang. Kirche\n",
			"Kursaal\n",
			"Stall Hunger\n",
			"Scheune, Lager\n",
			"Ausbildungshalle 2\n",
			"GEWERBEHAUS\n",
			"GESCHÄFTSHAUS\n",
			"Heim-Globus\n",
			"WOHNHAUS MIT RESTAURANT / BAR\n",
			"SCHULHAUS, WOHNUNGEN\n",
			"AUTOEINSTELLHALLE mit NEBENGEBÄUDE\n",
			"KINDERGARTEN\n",
			"RESTAURANT ZUR AUGUSTINERHALLE\n",
			"TURNHALLE\n",
			"Carrosserie-Spritzwerkstatt\n",
			"LAGERHAUS FÜR AUTOPNEU\n",
			"TANKSTELLE / AUTOWERKSTATT\n",
			"AHV und Denner\n",
			"SCHULHAUS\n",
			"BÜROGEBÄUDE, GARAGEANBAU\n",
			"SCHULPAVILLON\n",
			"KINDERGARTENPAVILLON\n",
			"ABDANKUNGSGEBÄUDE\n",
			"HINTERGEBÄUDE\n",
			"FABRIK\n",
			"KINDERHORT\n",
			"TANKSTELLE MIT AUTOWASCHSTRASSE\n",
			"TAGESHORT\n",
			"HINTERGEBÄUDE, LAGER 40M2\n",
			"KINDERGARTENGEBÄUDE\n",
			"HOCHSCHUL-INSTITUT\n",
			"JUGENDHAUS\n",
			"KLEINKINDERSCHULGEBÄUDE\n",
			"GARAGEN, WERKSTATT, LAGERGEBÄUDE\n",
			"KLUBRAUM MIT NEBENRÄUMEN\n",
			"FABRIK UND VERWALTUNGSGEBÄUDE\n",
			"BÜRO- UND LAGERGEBÄUDE\n",
			"QUARTIER-JUGENDTREFF\n",
			"BETRIEBSGEBÄUDE MIT BÜRO\n",
			"BÜROGEBÄUDE\n",
			"TROLLEYBUS-WARTEHALLE,KIOSK,MAGAZIN\n",
			"HINTERGEBÄUDE, LAGER 80M2, VERKAUF,\n",
			"UNTERWERK UND BETRIEBSZENTRALE\n",
			"WERKSTATTGEBÄUDE\n",
			"ATELIERS\n",
			"TANKSTELLE MIT AUTOWERKSTATT\n",
			"MENSA\n",
			"HOCHSCHULINSTITUT UND BUCHHANDLUNG\n",
			"TRAFO UND GLEICHRICHTERANLAGE\n",
			"AUTO-ELEKTRO-WERKSTATT\n",
			"AUSSTELLUNGSGEBÄUDE\n",
			"FABRIKATIONS- UND BÜROGEBÄUDE\n",
			"Athleticum Sportmarkets AG\n",
			"MÖBEL-FACHMARKT\n",
			"HINTERGEBÄUDE, WOHNUNG, GARAGEN\n",
			"AUFNAHMEGEBÄUDE\n",
			"FABRIKATIONSGEBÄUDE MIT ANBAU\n",
			"LOKOMOTIV-REMISE (LR)\n",
			"TANKSTELLEN-SHOP\n",
			"AUSSTELLUNGSHALLE\n",
			"ATELIER\n",
			"GESCHAEFTSHAUS\n",
			"PFARREIHEIM\n",
			"1069048\n",
			"Lager/Werkstatt\n",
			"Gartenhalle mit Geräteschopf\n",
			"GARAGE\n",
			"GARAGENBETRIEB\n",
			"LADEN,RESTAURANT,SCHWIMMBAD,SAUNA,E\n",
			"TERMINAL NORD\n",
			"TRAFO\n",
			"KANTINE\n",
			"KIRCHGEMEINDEHAUS\n",
			"PFADFINDERHEIM\n",
			"STRASSENWÄRTERHÄUSCHEN\n",
			"UNTERWERK\n",
			"TRAFOSTATION\n",
			"SCHMUTZWASSERPUMPWERK, TRAFO\n",
			"1071820\n",
			"WASSERRESERVOIR\n",
			"1072800\n",
			"TRAFOSTATION ( HOFSTETTEN)\n",
			"1074004\n",
			"1071921\n",
			"WASSERRESERVOIR UND PUMPSTATION\n",
			"TRAFO-STATION\n",
			"ARA Hofen\n",
			"ARA Sitter\n",
			"Holzlager\n",
			"Museum Kornhaus\n",
			"Seecafé Arion\n",
			"Getränke und Imbiss-Pavillon\n",
			"Karrersholz\n",
			"Seepavillon Weidenhof\n",
			"Gebäude Nr. 500\n",
			"Sportanlage\n",
			"Edenta AG\n",
			"Reichenbündt Kindergarten\n",
			"Bahnhof-WC\n",
			"Swisscom-Zentrale\n",
			"3-fach-Sporthalle\n",
			"Schulhaus Blattacker\n",
			"Cafrest. Rhein\n",
			"Ausstellungscontainer\n",
			"Autoverkauf\n",
			"ARA Pumpwer Dreispitz\n",
			"Kath. Pfarreiheim\n",
			"OMR-Schulhaus Am Bach\n",
			"Trafostation Kloteren\n",
			"Neubau (Anbau) Doppelgarage\n",
			"Baurecht\n",
			"Gärtnerei Messmer\n",
			"Rheinbau\n",
			"Grenzkiosk\n",
			"Grenzwachposten\n",
			"Neubau Produktionshalle und Büro\n",
			"Metallbauwerkhalle\n",
			"Missionsschule, Gärtnerei\n",
			"Kiosk und Geldwechsel\n",
			"Schreinerei und Lager\n",
			"Messstation\n",
			"Weinkellerei m. Büros u. Garagen\n",
			"Zollinspektorat\n",
			"Kraftfutterwerk, Lager, Büros\n",
			"Ladencenter Dosenbach Neugrütstrasse\n",
			"Fabrikation und Werkstatt\n",
			"Sanitärwerkstatt m. Magazin\n",
			"Scheune mit Anbauten\n",
			"Verladehalle\n",
			"Kühlhaus mit Tiefgarage\n",
			"Kühllagerhaus\n",
			"Kassahaus f. Tankstelle\n",
			"Service-Center, Autowaschanlage\n",
			"Gebäude 483\n",
			"PUMPENHAUS\n",
			"Hafengebäude\n",
			"SCHWEINEZUCHTSTALL\n",
			"LAGERHALLE\n",
			"DACHDECKER-LAGER, GARAGE, BÜRO\n",
			"WEEKENDHÄUSCHEN\n",
			"FISCHHANDLUNG MIT KÜHLRÄUMEN\n",
			"SCHEUNE, PERGOLA\n",
			"KLEINTIERSTALL\n",
			"SCHEUNE\n",
			"KIRCHE\n",
			"ELOXIERWERK MIT ÜBERDACHUNG\n",
			"FÄRBEREI\n",
			"Kaltlager\n",
			"GERÄTERAUM MIT WC\n",
			"GERÄTEHAUS\n",
			"REIHENGARAGEN\n",
			"SCHEUNE MIT GARAGE\n",
			"HOLZSCHOPF\n",
			"SCHOPF\n",
			"GARAGENTRAKT (5 GARAGEN)\n",
			"GARTENHAUS\n",
			"WASCHANLAGE\n",
			"LAGERHALLE MIT MATERIAL-MAGAZIN\n",
			"AUTOREPARATURWERKSTATT\n",
			"APPRETUR\n",
			"FAULRÄUME\n",
			"WASCHHAUS\n",
			"WERKSTATTGARAGE MIT GÄRTNEREI\n",
			"GARAGEN\n",
			"Werkstätten, Fabrikgebäude\n",
			"Lager-, Produktions- und Bürogebäude\n",
			"LAGERHALLE FÜR STAHL\n",
			"HOLZLAGER\n",
			"SPULEREI, SPEDITION UND LIFTANBAU\n",
			"835\n",
			"Verkaufsladen mit Shop und Tankstelle\n",
			"Betriebsgebäude mit Trafostation\n",
			"Garage Blumenweg 7\n",
			"Wartehütte\n",
			"Magazin, Lager\n",
			"Garage 10\n",
			"Scheune mit Bad/Du/WC\n",
			"Unterstand / Waschplatz\n",
			"Garage mit Schopf\n",
			"Rietstall\n",
			"Büro und Lager\n",
			"Scheune 2\n",
			"Remise mit Stall\n",
			"Lagergebäude (Möbel)\n",
			"Werkstatt mit Lager\n",
			"Museumsgebäude\n",
			"Remise, Lager\n",
			"Garderobengebäude mit Kiosk\n",
			"Remise (Pneulager)\n",
			"Sägerei und Zimmerei\n",
			"Ersatzteillager\n",
			"Werk (Turbinenhaus)\n",
			"Schulhaus Egger\n",
			"Bürotrakt mit Werk- und Lagerhalle\n",
			"1687\n",
			"1233\n",
			"Gewerbezentrum Rohnacher\n",
			"Bahnhofstrasse 109\n",
			"Basalt-Silo\n",
			"Blumen Keusch\n",
			"Haagerstrasse\n",
			"Büro und Produktionshalle\n",
			"Matte\n",
			"Lagerhalle West\n",
			"Altes Rathaus\n",
			"Gebäudeteil\n",
			"Geelerhaus\n",
			"Schloss Werdenberg\n",
			"Bürogebäude mit PV-Anlage\n",
			"Migros Detaillist\n",
			"EWB Sennwald\n",
			"Tanklager\n",
			"Scheunde\n",
			"Wohn- / Geschäftshaus\n",
			"Kindergarten Galstramm\n",
			"Geschäftshaus Süd\n",
			"Autobahnraststätte\n",
			"östliches Gebäude\n",
			"ARA Wartau\n",
			"Kindergarten Torkel\n",
			"Berghaus Gonzen\n",
			"Dorfbad\n",
			"Restaurant Felsenkeller\n",
			"Kindertagesstätte\n",
			"UNTERSTAND\n",
			"Relaisstation\n",
			"GROSSRELAISSTATION\n",
			"MASCHINENHAUS\n",
			"DIENSTGEBÄUDE\n",
			"Schaltanlage\n",
			"RELAISSTATION A\n",
			"RELAISSTATION B\n",
			"MAGAZIN\n",
			"SCHIEBERGEBÄUDE\n",
			"MUNITIONSMAGAZIN\n",
			"HOTEL \"HELENABAD\"\n",
			"SPEISESAAL UND KÜCHE\n",
			"WILDSTALL\n",
			"ENTENHAUS\n",
			"ZEUGHAUS\n",
			"HEIZZENTRALE\n",
			"DRIVING RANGE UND INDOOR-GOLF\n",
			"Bar und Sanitärgebäude\n",
			"GARAGE UND MÖBELMAGAZIN\n",
			"MASCHINENHALLE\n",
			"VEREINSLOKAL\n",
			"MESSSTATION\n",
			"PFLANZERHÜTTE\n",
			"BETRIEBSGEBÄUDE SCHLAMMBEHANDLUNG\n",
			"HEIZUNGSRAUM\n",
			"MATERIALGEBÄUDE\n",
			"SKILIFT-ENDSTATION\n",
			"Friedenskapelle\n",
			"Einkaufszenter\n",
			"Fleischverarbeitungsgebäude\n",
			"Familienrestaurant\n",
			"Motorfahrzeugprüfhalle\n",
			"Druckereigebäude\n",
			"Einstellhalle/Werkstätte mit Büros\n",
			"Schreinerwerkstatt\n",
			"Gebäude Zeughaus\n",
			"Einkaufscenter\n",
			"Waldhof\n",
			"Produktions-und Bürogebäude\n",
			"Gemeins.Gebäude mit Autounterstand\n",
			"Wohnhaus (Links)\n",
			"Wohnhaus (Rechts)\n",
			"Waldwerkhof\n",
			"Maiensäss\n",
			"Sennhütte (Hintere)\n",
			"Kulturgebäude Altes Bad Pfäfers\n",
			"Alte Spinnerei\n",
			"Broderhaus\n",
			"Betriebsgebäude ARA\n",
			"Schule ZbW\n",
			"Pfarreizentrum mit Lager\n",
			"Milchviehlaufstall\n",
			"St. Gallerstrasse\n",
			"MALERWERKSTATT\n",
			"OBERSTUFENSCHULHAUS SÜD\n",
			"Schwimmbad/Turnhalle\n",
			"STATIONSGEBÄUDE \"TAL\"\n",
			"VERWALTUNGSGEBÄUDE 1\n",
			"KINDERGARTEN-SCHULHAUS\n",
			"STATIONSGEBÄUDE\n",
			"SCHREINEREI\n",
			"SCHREINEREI, HOLZLAGER\n",
			"GEWERBEHALLE\n",
			"TURNHALLE, ABWARTWOHNUNG\n",
			"RESTAURANT Alphütte\n",
			"BÜRO- UND MAGAZINGEBÄUDE\n",
			"SCHERMEN OST\n",
			"OEKONOMIE MIT EINBAUTEN\n",
			"Werkhalle mit Wohnung\n",
			"Büro und Werkhalle Bless\n",
			"Eidg.Waffenplatzverwalt.\n",
			"Eidg.Zeughaus\n",
			"Torkel\n",
			"Seebeizli Lago Mio\n",
			"Evang. Bergkirche\n",
			"Bahnstation SBB\n",
			"Käserei Schloorwies\n",
			"altes Schützenhaus Schänis\n",
			"Waldrüti\n",
			"Allround-Express\n",
			"NWOW\n",
			"Lagerhalle, Magazin\n",
			"Bootshalle\n",
			"Boccia-Club\n",
			"Restaurant Pier8716\n",
			"altes Personalhaus\n",
			"Linthpark\n",
			"Schulhaus Büel\n",
			"Büro/Tonstudio\n",
			"Tönierhaus\n",
			"Rickenmannhaus\n",
			"Bankgebõude\n",
			"Mehrzweckgebäude 959R\n",
			"Montageraum\n",
			"Kindergarten mit Zivilschutzraum\n",
			"turmixgebäude\n",
			"Geschäftshaus \"jona-Center 1\"\n",
			"Lastwagenreparaturwerkstõtte\n",
			"Verkaufshalle\n",
			"Geschäftshaus \"jona-Center 2\"\n",
			"Tennis- und Squashhalle\n",
			"Produktions- und Bürogebäude\n",
			"Restaurant Knie's Kinderzoo\n",
			"Schul-und Foyergebäude mit Tiefgarage\n",
			"Eishalle Lido\n",
			"Lagergebäude 218R\n",
			"Mehrzweckgebõude\n",
			"Kiesgrube\n",
			"Spinnereivorwerk\n",
			"Kommissionierlager\n",
			"Bürogebäude C\n",
			"Lagergebäude 324\n",
			"Bürogebäude B\n",
			"Turn- und Schwimmhalle\n",
			"Schulhaus (Südtrakt)\n",
			"Traktorgarage\n",
			"Scheune P\n",
			"Wassersportzentrum 2466J\n",
			"Obsthalle\n",
			"Mehrzweckgebäude Ernetschwil\n",
			"Pavillon Ernetschwil\n",
			"Garage und Werkstatt\n",
			"Schulpavillion\n",
			"Sportbahnen Atzmännig\n",
			"Gewerbe im Roos\n",
			"Kindergarten Hof\n",
			"Kindergarten Howart\n",
			"Mattex AG\n",
			"Naturgärten\n",
			"2834\n",
			"Restaurant Eisbärstübli\n",
			"Espenlift\n",
			"Talstation Selamatt\n",
			"Coop Verkaufsladen\n",
			"Johanneum Sankt Anton\n",
			"Schutzengel\n",
			"Johanneum Birkenhof\n",
			"Turnhalle / Therapie\n",
			"Auhof Internat\n",
			"Postgarage Mitte\n",
			"Brockenhaus\n",
			"Katzengraben\n",
			"Josefshaus\n",
			"Restaurant Wolzenalp / Rietbach\n",
			"Werkstatt Central-Garage\n",
			"Koloniehaus\n",
			"Gast- und Ferienhaus Frohheim\n",
			"Altes Feuerwehrdepot\n",
			"Werkstatt Städli-Garage\n",
			"Hinteres Gebäude\n",
			"Restaurant Rose\n",
			"Dietschwil\n",
			"Käserei mit Schweinestall\n",
			"Schlachtbetrieb\n",
			"Landw. Reparaturen\n",
			"Wohnscheune\n",
			"Pfarrhaus\n",
			"Kommandogebäude\n",
			"Bezirksgebäude\n",
			"Atélier\n",
			"Werkschule\n",
			"Sporttrakt\n",
			"Bürogebäude (Blauer Engel)\n",
			"Jauchegrube\n",
			"Warenumschlag mit Büros\n",
			"Behindertenwerkstatt\n",
			"Ballautomatenschopf\n",
			"Abschlaghalle\n",
			"Kinderpavillon\n",
			"Kiosk/Gartenhalle\n",
			"Werk- und Bowlinghalle\n",
			"Wohnhaus Nr. 89\n",
			"Schulhaus Nr. 1000\n",
			"Gewerbeliegenschaft\n",
			"Gewerbegebäude Nr. 778\n",
			"Volg-Laden Nr. 1089\n",
			"Kirche Nr. 490\n",
			"Gewerbegebäude Nr. 840\n",
			"Werkhof mit Pferdestall\n",
			"Schieberkammer\n",
			"Gerätehaus Nr. 1357\n",
			"Gerätehaus Nr. 1358\n",
			"Schopf Nr. 619\n",
			"Photovoltaik-Freifllächenanlage\n",
			"Mehrzweckgebäude Nr. 1110\n",
			"Geflügelmaststall Nr. 656\n",
			"Gewerbegebäude Nr. 1004\n",
			"Scheune Nr. 1043\n",
			"Milchviehstall Nr. 212\n",
			"Schweinestall Nr. 546\n",
			"Scheune Nr. 1002\n",
			"Scheune Nr. 280\n",
			"Gewerbegebäude Nr. 473\n",
			"Scheune Nr. 14\n",
			"Rindermaststall\n",
			"Scheune Nr. 937\n",
			"Wohnhaus Nr. 1016\n",
			"Gewerbegebäude Nr. 895\n",
			"Geflügelmasthalle Nr. 1054\n",
			"Schweinestall Nr. 632\n",
			"Wohnhaus Nr. 877\n",
			"Scheune Nr. 575\n",
			"Gewerbegebäude Nr. 508\n",
			"Scheune Nr. 1034\n",
			"Schweinestall Nr. 779\n",
			"Rindermaststall Nr. 934\n",
			"Scheune Nr. 862\n",
			"Scheune Nr. 1287\n",
			"Scheune Nr. 978\n",
			"Boxenlaufstall Nr. 867\n",
			"Scheune Nr. 48\n",
			"Scheune Nr. 579\n",
			"Gewerbegebäude Nr. 428\n",
			"Scheune Nr. 321\n",
			"Scheune Nr. 1169\n",
			"Scheune Nr. 884\n",
			"Scheune Nr. 639\n",
			"Schweinestall Nr. 292\n",
			"Scheune Nr. 208\n",
			"Scheune Nr. 272\n",
			"Gewerbegebäude Nr. 933\n",
			"Scheune Nr. 1031\n",
			"Lager Nr. 101\n",
			"Scheune Nr. 256\n",
			"Scheune Nr. 762\n",
			"Scheune Nr. 1033\n",
			"1210\n",
			"Scheune Nr. 316\n",
			"Schopf Nr. 536\n",
			"Scheune Nr. 567\n",
			"Scheune Nr. 748\n",
			"Scheune Nr. 324\n",
			"Scheune Nr. 210\n",
			"Scheune Nr. 957\n",
			"Scheune Nr. 39\n",
			"Scheune Nr. 569\n",
			"Gewerbegebäude Nr. 1066\n",
			"Scheune Nr. 769\n",
			"Schopf Nr. 211\n",
			"Scheune Nr. 1113\n",
			"Scheune Nr. 5\n",
			"Scheune Nr. 984\n",
			"Scheune Nr. 591\n",
			"Scheune Nr. 544\n",
			"Scheune Nr. 153\n",
			"Scheune Nr. 197\n",
			"Scheune Nr. 973\n",
			"Scheune Nr. 42\n",
			"Scheune Nr. 204\n",
			"Scheune Nr. 1037\n",
			"Schweinestall Nr. 340\n",
			"Scheune Nr. 945\n",
			"Scheune Nr. 665\n",
			"Scheune Nr. 247\n",
			"Unbekannt\n",
			"Scheune Nr. 788\n",
			"Schweinestall Nr. 339\n",
			"Scheune Nr. 745\n",
			"Scheune Nr. 265\n",
			"Scheune Nr. 356\n",
			"Lager Nr. 881\n",
			"Scheune Nr. 896\n",
			"Scheune Nr. 326\n",
			"Gewerbegebäude Nr. 732\n",
			"Scheune Nr. 218\n",
			"Scheune Nr. 273\n",
			"Scheune Nr. 408\n",
			"Scheune Nr. 559\n",
			"Scheune Nr. 642\n",
			"Scheune Nr. 663\n",
			"Scheune Nr. 398\n",
			"Scheune Nr. 446\n",
			"Scheune Nr. 20\n",
			"Scheune Nr. 3\n",
			"Scheune Nr. 521\n",
			"Hühnermaststall Nr. 1173\n",
			"Kühllagerhalle Nr. 1417\n",
			"Scheune Nr. 400\n",
			"Scheune Nr. 674\n",
			"Schweinestall Nr. 670\n",
			"Gewerbegebäude Nr. 685\n",
			"Scheune Nr. 628\n",
			"Doppelkindergarten und Vereinslokal\n",
			"Scheune Nr. 610\n",
			"Scheune Nr. 56\n",
			"Scheune Nr. 388\n",
			"Scheune Nr. 649\n",
			"Schopf Nr. 581\n",
			"Schopf Nr. 51\n",
			"Schopf Nr. 318\n",
			"Scheune Nr. 660\n",
			"Garage Nr. 116\n",
			"Scheune Nr. 28\n",
			"Scheune Nr. 289\n",
			"Schopf Nr. 913\n",
			"Scheune Nr. 2\n",
			"Scheune Nr. 365\n",
			"Scheune Nr. 244\n",
			"Scheune Nr. 223\n",
			"Scheune Nr. 371\n",
			"Schweinestall Nr. 910\n",
			"Scheune Nr. 355\n",
			"Scheune Nr. 451\n",
			"Schopf, Garage Nr. 790\n",
			"Scheune Nr. 33\n",
			"Schopf Nr. 297\n",
			"Scheune Nr. 284\n",
			"Unbekannt 2\n",
			"Scheune Nr. 345\n",
			"Scheune Nr. 275\n",
			"Scheune Nr. 476\n",
			"Scheune Nr. 426\n",
			"Schützenhaus Nr. 202\n",
			"Scheune Nr. 422\n",
			"Scheune Nr. 169\n",
			"Garage Nr. 502\n",
			"Scheune Nr. 171\n",
			"Scheune Nr. 587\n",
			"Scheune Nr. 313\n",
			"Garage Nr. 1171\n",
			"Einstellhalle Nr. 717\n",
			"Schopf Nr. 580\n",
			"Scheune Nr. 139\n",
			"Scheune nr. 233\n",
			"Schopf Nr. 865\n",
			"Scheune Nr. 481\n",
			"Scheune Nr. 37\n",
			"Schopf Nr. 482\n",
			"Scheune Nr. 444\n",
			"Scheune Nr. 453\n",
			"Kappelle Nr. 381\n",
			"Schweinestall Nr. 261\n",
			"Garage Nr. 216\n",
			"Liegehalle Nr. 226\n",
			"Scheune Nr. 565\n",
			"Schweinestall Nr. 52\n",
			"Scheune Nr. 634\n",
			"Schopf Nr. 409\n",
			"Scheune Nr. 644\n",
			"Scheune Nr. 230\n",
			"Schopf Nr. 929\n",
			"Scheune Nr. 183\n",
			"Scheune Nr. 412\n",
			"Schopf Nr. 727\n",
			"Lager Nr. 773\n",
			"Scheune Nr. 489\n",
			"Scheune Nr. 668\n",
			"Schopf Nr. 598\n",
			"Scheune Nr. 253\n",
			"Scheune Nr. 299\n",
			"Schopf Nr. 224\n",
			"Scheune Nr. 119\n",
			"Scheune Nr. 601\n",
			"Unbekannt 1\n",
			"Scheune Nr. 61\n",
			"Schopf Nr. 373\n",
			"Schopf Nr. 975\n",
			"Schopf Nr. 640\n",
			"Scheune Nr. 270\n",
			"Schopf Nr. 831\n",
			"Garage Nr. 180\n",
			"Scheune Nr. 479\n",
			"Schopf Nr. 1052\n",
			"Scheune Nr. 387\n",
			"Scheune Nr. 500\n",
			"Schopf Nr. 461\n",
			"Scheune Nr. 164\n",
			"Gewächshaus Nr. 722\n",
			"Scheune Nr. 600\n",
			"Scheune Nr. 343\n",
			"Scheune Nr. 238\n",
			"Scheune Nr. 390\n",
			"Schopf Nr. 506\n",
			"Schopf Nr. 257\n",
			"Metzgerei Nr. 107\n",
			"Schopf Nr. 572\n",
			"Scheune Nr. 647\n",
			"Scheune Nr. 597\n",
			"Schopf Nr. 645\n",
			"Garage Nr. 103\n",
			"Gewerbegebäude Nr. 302\n",
			"Scheune Nr. 92\n",
			"Schützenhaus Nr. 723\n",
			"Schopf Nr. 684\n",
			"Schopf Nr. 76\n",
			"Scheune Nr. 358\n",
			"Scheune mit Wohnteil Nr. 519\n",
			"Scheune Nr. 63\n",
			"Scheune Nr. 678\n",
			"Schopf Nr. 300\n",
			"Scheune Nr. 267\n",
			"Gewerbegebäude Nr. 126\n",
			"Schopf Nr. 281\n",
			"Schopf Nr. 327\n",
			"Scheune Nr. 458\n",
			"Schopf Nr. 468\n",
			"gedeckter Unterstand Nr. 242\n",
			"Scheune Nr. 433\n",
			"Schopf Nr. 708\n",
			"Schopf Nr. 570\n",
			"Sommerscheune\n",
			"Gewerbegebäude Nr. 726\n",
			"Garage Nr. 363\n",
			"Scheune Nr. 496\n",
			"Gartenhaus Nr. 897\n",
			"Schopf Nr. 591\n",
			"Schopf Nr. 177\n",
			"Scheune Nr. 155\n",
			"Scheune Nr. 189\n",
			"Scheune Nr. 638\n",
			"Schopf Nr. 606\n",
			"Schopf Nr. 682\n",
			"Schopf Nr. 1170\n",
			"Scheune Nr. 438\n",
			"Garage Nr. 759\n",
			"Schopf Nr. 436\n",
			"Scheune Nr. 662\n",
			"Garage Nr. 477\n",
			"Scheune Nr. 168\n",
			"Schopf Nr. 403\n",
			"Scheune Nr. 23\n",
			"Scheune Nr. 435\n",
			"Schopf Nr. 825\n",
			"Schopf Nr. 150\n",
			"Schopf Nr. 694\n",
			"Schopf Nr. 430\n",
			"Schopf Nr. 879\n",
			"Garagen (5 Boxen)\n",
			"Schopf Nr. 614\n",
			"Obstsilo Nr. 691\n",
			"Schopf Nr. 1006\n",
			"Schopf Nr. 27\n",
			"Schopf Nr. 491\n",
			"Schopf Nr. 465\n",
			"Schopf Nr. 254\n",
			"Garage Nr. 133\n",
			"Garage Nr. 533\n",
			"Scheune Nr. 9\n",
			"Garage Nr. 891\n",
			"Einfamilienhaus mit Lager\n",
			"Wohnhaus Nr. 146\n",
			"Garage Nr. 65\n",
			"Schopf Nr. 140\n",
			"Pferdestall Nr. 618\n",
			"Friedhofgebäude Nr. 492\n",
			"Schopf Nr. 205\n",
			"Wohnhaus Nr. 93\n",
			"Scheune Nr. 431\n",
			"Garage Nr.\n",
			"Schopf Nr. 124\n",
			"Schopf Nr. 311\n",
			"Jungviehstall Nr. 372\n",
			"Shopf Nr. 689\n",
			"Garage Nr. 306\n",
			"Schopf Nr. 622\n",
			"Schweinestall Nr. 317\n",
			"Aufbahrungsgebäude Nr. 1381\n",
			"Schopf Nr. 522\n",
			"Schopf Nr. 542\n",
			"Wohnhaus Nr. 328\n",
			"altes Müligebäude Nr. 115\n",
			"Schopf Nr. 58\n",
			"Autounterstand Nr. 623\n",
			"Schopf Nr. 817\n",
			"Schopf Nr. 783\n",
			"Garage Nr. 757\n",
			"Schopf Nr. 459\n",
			"Wohnhaus Nr. 342\n",
			"Schopf Nr. 454\n",
			"Schopf Nr. 796\n",
			"Gartenhaus Nr. 469\n",
			"Getreidesilo Nr. 807\n",
			"Quellwasserpumpwerk Nr. 378\n",
			"Wegmacherhaus Nr. 283\n",
			"Wohnhaus Nr. 541\n",
			"Garage Nr. 330\n",
			"Schopf Nr. 7\n",
			"Schopf Nr. 232\n",
			"Messstation Nr. 416\n",
			"Garage Nr. 1211\n",
			"Garage Nr. 1090\n",
			"Scheune Nr. 603\n",
			"Garage Nr. 740\n",
			"Schopf Nr. 109\n",
			"Transformatorengebäude Nr. 857\n",
			"Garage Nr. 185\n",
			"Garage Nr. 912\n",
			"Schopf Nr. 471\n",
			"Schopf Nr. 902\n",
			"Schopf Nr. 602\n",
			"Schopf Nr. 12\n",
			"Doppelgarage Nr. 1415\n",
			"Schopf Nr. 571\n",
			"Garage Nr. 375\n",
			"Garage Nr. 98\n",
			"Schopf Nr. 904\n",
			"Schopf Nr. 285\n",
			"Schopf Nr. 148\n",
			"Garage Nr. 1051\n",
			"Schopf Nr. 268\n",
			"Garage Nr. 583\n",
			"Garage Nr. 1369\n",
			"Garage Nr. 486\n",
			"Schopf Nr. 719\n",
			"Gartenhaus Nr. 512\n",
			"Öffentlicher Schutzraum Nr. 616\n",
			"Garage Nr. 1199\n",
			"Gartenhaus Nr. 595\n",
			"Garage Nr. 848\n",
			"Schopf Nr. 442\n",
			"Schopf Nr. 439\n",
			"Schopf Nr. 131\n",
			"Doppelgarage Nr. 935\n",
			"Schopf Nr. 159\n",
			"Lager Nr. 672\n",
			"Garage Nr. 827\n",
			"Garage Nr. 1103\n",
			"Gartenhaus Nr. 982\n",
			"Garage Nr. 620\n",
			"Betriebsgebäude Wasserreservoir\n",
			"Garage Nr. 1053\n",
			"Garage Nr. 179\n",
			"Schopf Nr. 837\n",
			"Garage Nr. 1336\n",
			"Garage Nr. 385\n",
			"Garage Nr. 786\n",
			"Garage Nr. 1078\n",
			"Garage Nr. 718\n",
			"Garage Nr. 725\n",
			"Spritzenhaus Nr. 113\n",
			"Garage Nr. 746\n",
			"Waschhaus mit Heizraum Nr. 112\n",
			"Garage Nr. 730\n",
			"Unbekannt 3\n",
			"Gartenhaus Nr. 1263\n",
			"Transformatorengebäude Nr. 875\n",
			"Schopf Nr. 190\n",
			"Transformatorengebäude Nr. 943\n",
			"Gartenhaus Nr. 1082\n",
			"Einstellraum Nr. 1204\n",
			"Schopf Nr. 206\n",
			"Gartenhaus Nr. 833\n",
			"Gartenhaus Nr. 860\n",
			"Hühnerhaus Nr. 319\n",
			"Hühnerhaus Nr. 657\n",
			"Transformatorengebäude Nr. 1028\n",
			"Schopf Nr. 79\n",
			"Schopf Nr. 21\n",
			"Gartenhaus Nr. 716\n",
			"Garage Nr. 681\n",
			"Garage Nr. 889\n",
			"Gartenhaus Nr. 950\n",
			"Transformatorengebäude Nr. 1118\n",
			"Transformatorengebäude Nr. 1003\n",
			"Garage Nr. 1058\n",
			"Garage Nr. 1178\n",
			"Gartenhaus Nr. 485\n",
			"Garage Nr. 944\n",
			"Garage Nr. 899\n",
			"Schieberkammer Nr. 707\n",
			"Garage Nr. 928\n",
			"Autounterstand Nr. 1187\n",
			"Gartenhaus Nr. 1057\n",
			"Gartenhaus Nr. 535\n",
			"Gerätehaus Nr. 1413\n",
			"Trafostation Nr. 330\n",
			"Gartenhaus Nr. 997\n",
			"Bienenhaus Nr. 410\n",
			"Gartenhaus Nr. 925\n",
			"Hühnerhaus Nr. 447\n",
			"Bienenhaus Nr. 393\n",
			"Kleintierstall Nr. 700\n",
			"Druckanlage Nr. 761\n",
			"Gartenhaus Nr. 494\n",
			"Gartenhaus Nr. 1039\n",
			"Geräte- und Kleintierhaus\n",
			"Pumpwerk Nr. 709\n",
			"Bienenhaus Nr. 424\n",
			"Gartenhaus Nr. 397\n",
			"Bienenhaus Nr. 686\n",
			"Gartenhaus Nr. 729\n",
			"Wassersammelstube Nr. 712\n",
			"Hühnerhaus Nr. 241\n",
			"Hühnerhaus Nr. 396\n",
			"Bienenhaus Nr. 641\n",
			"Hühnerhaus Nr. 954\n",
			"Gartenhaus Nr. 198\n",
			"Gartenhaus Nr. 1095\n",
			"Pumpstation Nr. 829\n",
			"Schieberkammer Nr. 711\n",
			"Pumpenhaus Nr. 49\n",
			"Bienenhaus Nr. 735\n",
			"Bienenhaus Nr. 361\n",
			"Gartenhaus Nr. 782\n",
			"Veloraum Nr. 1269\n",
			"Bienenhaus Nr. 693\n",
			"Transformatorengebäude Nr. 1027\n",
			"Transformatorengebäude Nr. 380\n",
			"Transformatorengebäude Nr. 822\n",
			"Trafostation Nr. 1117\n",
			"Transformatorengebäude Nr. 985\n",
			"Bienenhaus Nr. 423\n",
			"Bienenhaus Nr. 752\n",
			"Bienenhaus Nr. 760\n",
			"Schieberkammer Nr. 710\n",
			"Bienenhaus Nr. 466\n",
			"Gerätehaus Nr. 511\n",
			"Transformatorengebäude Nr. 876\n",
			"Gartenhaus Nr. 219\n",
			"Bienenhaus Nr. 655\n",
			"Bienenhaus Nr. 758\n",
			"Transformatorengebäude Nr. 916\n",
			"Transformatorengebäude Nr. 927\n",
			"Transformatorengebäude Nr. 1029\n",
			"Transformatorengebäude Nr. 986\n",
			"Transformatorengebäude Nr. 951\n",
			"Transformatorengebäude Nr. 308\n",
			"1736783\n",
			"Verdichterstation und Zapfsäule\n",
			"provisorische Unterkunft\n",
			"Saunahaus\n",
			"Wohn- und Verwaltungsgebäude\n",
			"PERSONALHAUS-OST (HALLE) C13\n",
			"LAGERHAUS\n",
			"Fabrikanlage\n",
			"Zimmerei mit Büro\n",
			"Lager-/Einst.Halle m.Büro,Werkstatt\n",
			"Fabrikationsgebäude und Migros-Laden\n",
			"Mehrzwecksaal\n",
			"PRIMARSCHULE MIT TURNHALLE\n",
			"Sanitärwerkstatt\n",
			"Bürogebäude mit Garagen\n",
			"Garagen mit Pergola\n",
			"Autoreparaturwerkhalle, Garage\n",
			"Remise mit Schafstall\n",
			"Veloständer\n",
			"Schweinestall mit Anbau\n",
			"Remise mit Mosterei\n",
			"Scheune und Stall\n",
			"Scheune mit Stall\n",
			"Scheune mit Pferdestall\n",
			"Remise (Werkstatt)\n",
			"Brunnenhaus\n",
			"Scheune mit Schweinestall\n",
			"Maststall\n",
			"Velo/Geräteraum\n",
			"Schweinestallung, Kesselhaus\n",
			"Gemeinschaftsbaute Ost\n",
			"Gemeinschaftsbaute West\n",
			"Holzlagerunterstand\n",
			"Lagergebäude (Haushaltapparate)\n",
			"Lager-und Einstellhalle\n",
			"Scheune mit Stallung\n",
			"Schweinestall mit Silo\n",
			"Gartenhalle mit Cheminee\n",
			"Hühnerfarm und Schweinestall\n",
			"Werkhalle mit Büro\n",
			"Velo- und Abwartraum\n",
			"Schweinestall mit Remise\n",
			"Remise mit Jungviehstall\n",
			"Sammelschutzraumbaute\n",
			"Geräteschuppen (Holz- u. Heulager)\n",
			"alte Bäckerei\n",
			"SCHULPAVILLON C12\n",
			"PAVILLON\n",
			"AUTOUNTERSTAND\n",
			"Werkgebäude (Trakt A)\n",
			"Betonaufbereitungsanlage\n",
			"Schiessanlage\n",
			"Geschäfts- und Werkgebäude\n",
			"Ärztehaus\n",
			"Fleischwarenfabrik\n",
			"Färberei\n",
			"Lager- und Bürohaus\n",
			"Remise (Autoabbruch)\n",
			"Primarschulhaus Othmar\n",
			"Gallusschulhaus\n",
			"Fabrikationsgebäude mit Lager\n",
			"Kiosk / Imbissstand\n",
			"Silogebäude mit Mühle\n",
			"Helikopter-Hangar\n",
			"Getränkedepot\n",
			"Einstellhalle mit Labor\n",
			"Werkstatt (Wasseraufbereitung)\n",
			"Bürogebäude, Sägerei, Abbundhalle\n",
			"Grünegg-Garage\n",
			"Geschäfts- und Lagerhaus\n",
			"Telefongebäude\n",
			"Vereinszentrum, Büros\n",
			"Garage mit Werkstatt\n",
			"Garagen- und Heizungsgebäude\n",
			"Raiffeisenbank Waldkirch\n",
			"mittleres Gebäude\n",
			"Werkhof Buechwisen\n",
			"Zetag\n",
			"Blitzschutzhütte\n",
			"Slalom Bar\n",
			"Panoramarestaurant\n",
			"Unterwerk Dieschen-sot\n",
			"Stall Toni Sigron\n",
			"Sportzentrum Garagen\n",
			"Golfclub Klubhaus\n",
			"ARA Canius\n",
			"Einstellgarage Beltrametti\n",
			"Getränke- + Weinhandlung\n",
			"Schulanlage Alvaneu\n",
			"ARA La Nois\n",
			"Tgesa communala\n",
			"Kraftwerk Zentrale Tiefenkastel\n",
			"Pfarrkirche St. Calixtus\n",
			"Büro EWZ\n",
			"Shop Tankstelle\n",
			"Nebengebäude Kirche\n",
			"Hirtenhütte\n",
			"Werkhof Battaglia\n",
			"Bergrestaurant Tigignas\n",
			"Schulhaus und Gemeindekanzlei\n",
			"Schneesportschule\n",
			"Schulhaus/Kindergarten\n",
			"Magazin / Werkstatt\n",
			"Gemeindesägerei\n",
			"Kiosk Julierpass\n",
			"Schlachthof Gravas\n",
			"Mungga-Stuba\n",
			"Posta\n",
			"Gemeindekanzlei / Schulhaus\n",
			"ARA Sotgôt\n",
			"Bergrestaurant Somtgant\n",
			"Holzwerke Schutz AG\n",
			"Restaurant Gässälibeiz\n",
			"Holzbetrieb\n",
			"Retaurant\n",
			"Stall mit Wohneinheit\n",
			"Wohneinheit\n",
			"Ferienhaus Bischoff\n",
			"Chiesa Sacra Famiglia\n",
			"IDA Li Geri\n",
			"Stazione benzina\n",
			"Scuole Brusio Borgo\n",
			"Banca\n",
			"Falegnameria-Segheria\n",
			"Casa comunale\n",
			"Asilo infantile\n",
			"Rimessa\n",
			"Evang.Reformierte Kirche (Aula e asilo)\n",
			"Chiesa e campanile S. Ignazio\n",
			"Katholische Kirche\n",
			"capannone\n",
			"Chiesa San Francesco\n",
			"Pfarrhaus/Kirche\n",
			"casa d'abitazione\n",
			"scuola\n",
			"Trebbiatrice\n",
			"Casa Torre\n",
			"Casa commerciale\n",
			"Schulhaus Falera\n",
			"Casa Murschetg\n",
			"Riders Palace I\n",
			"Talstation Gondelbahn Curnius\n",
			"Talstation Seilbahn Crap Sogn Gion\n",
			"Einstellhalle Gondelbahn Curnius\n",
			"Dancing Casa Veglia\n",
			"Garage Cristallina Welter AG\n",
			"Werkhof Pardanal\n",
			"Scoletta Laax\n",
			"Restaurant Alp Plaun\n",
			"Ausstellungsraum Garage Cristallina Welt\n",
			"Einstellhalle Stoffel Transporte\n",
			"Alter Werkhof\n",
			"Gemeindekanzlei / Post\n",
			"Lagerhalle Candreja AG\n",
			"Werkhof Peter Casutt AG\n",
			"Garage Caflisch Avia Tankstelle\n",
			"Abwasserreinigungsanlage Gruob\n",
			"Barit Baubedarf AG\n",
			"Raiffeisen Arena Crap Gries\n",
			"Haus Soreda (Wäscherei)\n",
			"Haus Valoja\n",
			"Morizei\n",
			"Talstation Gondelbahn Vals-Gadastatt\n",
			"Center communal\n",
			"Restaurant Casa de Luzi\n",
			"Reservoir 1\n",
			"Reservoir 2\n",
			"Oekonomiegebäude Bernard Capaul\n",
			"Oekonomiegebäude Capaul Tarcisi\n",
			"Oekonomiegebäude Gartmann Leonhard\n",
			"Umbau Ökonomiegebäude in Ferienhaus\n",
			"Cascharia\n",
			"Museum Regiunal Surselva\n",
			"Argo luvratori Surselva\n",
			"Garage Bühler\n",
			"Garage Allenspach\n",
			"Gemeindeverwaltung / Primarschulhaus\n",
			"Casa comunala\n",
			"Werkhof Prader\n",
			"Scrinaria\n",
			"Maiensässhütte\n",
			"Valdun\n",
			"Holzbearbeitungs Werkstätten\n",
			"Porta Cotschna\n",
			"Stadtsuste Giessli\n",
			"Kirche S. Martin\n",
			"Kirchturm Kirche S. Martin\n",
			"Stoffelhaus / Kreiskanzlei / Museum\n",
			"Sonderschule\n",
			"Kinderheim Scalottas\n",
			"Garage Battaglia Eugster GmbH\n",
			"Magazin- und Garagegebäude\n",
			"Kraftwerke Hinterrhein AG (Zentrale)\n",
			"Wasser-Pumpstation Gemeinde\n",
			"Remise Sandstrahlwerkstatt\n",
			"Werkstatt und Büroanbau\n",
			"Autogaragebetrieb\n",
			"Bündner Arena\n",
			"neues Schulhaus / Mehrzweckhalle\n",
			"Käserei Sarneralp\n",
			"Starthaus Skirennen\n",
			"Baumann\n",
			"Schreinerei / Magazin\n",
			"Werkstatt / Schlosserei\n",
			"Im Park Einkaufszentrum\n",
			"Kindergarten/Primarschul\n",
			"Werkstatt Stützpunkt TBA\n",
			"Krankenhaus Thusis\n",
			"VSP Verwaltungsgebäude\n",
			"Zivilschutzzentrum\n",
			"Schulhaus/Sek/Prim/Kindergarten\n",
			"Carstuglia\n",
			"Zalfeis\n",
			"Katolische Kirche\n",
			"Garage Pistenmaschinen\n",
			"Hauptgebäude / Büro\n",
			"Ökonomiegebäude Urban Battaglia\n",
			"Skiclubhütte\n",
			"Stall Johannes Luzi-Christen\n",
			"Alter Stall Ettore Luzi\n",
			"Stall Magnin\n",
			"Remise Nino Kunfermann-Provini\n",
			"Brandruine\n",
			"Schafpferch\n",
			"Hühnerstall Bitter\n",
			"Garage Michael Sira\n",
			"Hauptstall Maria Raguth Tscharner\n",
			"Sennerei\n",
			"Kiesaufbereitungsanlage\n",
			"Halle für Grosskreissäge\n",
			"Werkhof Müller Baurechtsparzelle 703\n",
			"Kirche Casti\n",
			"Kehrichtsammelstelle\n",
			"Büro mit Garage\n",
			"Forst-Werkhof\n",
			"EFH (nicht bewohnbar)\n",
			"alte Sennerei\n",
			"Stall Mathon Christian Dolf\n",
			"Stall Nurtatsch Beat\n",
			"Stallanteil Dorf Caspar\n",
			"Stall Mathon Gion Christ\n",
			"Garage Dorf Caspar\n",
			"Stall Dorf Caspar\n",
			"Stall u. Garage Mathon Benedikt\n",
			"Stall Mathon Benedikt\n",
			"Stall Mathon Simon\n",
			"Stallanteil Dorf Ochs-Clopath\n",
			"Waschhaus Mathon\n",
			"Stall Mathon Mathé\n",
			"Stall Mathon Mathias\n",
			"Garage Mathon Mathias\n",
			"Webhäuschen\n",
			"Kirche Mathon\n",
			"Stall Dorf Sutter J.\n",
			"Stall Mathon Chr. Sutter\n",
			"Stall Mathon Anna Maria Beeli\n",
			"Stall Dorf Khanag\n",
			"Stall Foppa Rohrer / Simonett\n",
			"Alte Kirche\n",
			"Stall Palis Christian\n",
			"Stall Nos Tscharner\n",
			"Stall Valeja Nicca\n",
			"Stall Nos Michael\n",
			"Reservoir Tguma\n",
			"Stall Tguma Werner Sutteer\n",
			"Stall Dorf Werner Sutter\n",
			"Stall Davoroda Chanda\n",
			"Stall Foppa Gustin\n",
			"Stall Tumpriv\n",
			"Stall Gurschégn Benedikt\n",
			"Garage Dorf Werner Sutter\n",
			"Stall Dros Benedikt\n",
			"Werkstatt Oleodotto\n",
			"Simmen Margrith\n",
			"Werkstatt Mengelt Walter\n",
			"Betriebsgebäude Nord\n",
			"Schreinerei Flütsch\n",
			"Viehstall\n",
			"Remise / Garage Preu\n",
			"Remise Räppia\n",
			"Viehstall Preu\n",
			"Remise / Garage Räppia\n",
			"Garage / Remise Räppia\n",
			"Remise Rimatta\n",
			"Garage / Remise Rimatta\n",
			"Stall Gassa\n",
			"Alter Stall Rimatta\n",
			"Viehstall Rimatta\n",
			"Viehstall Obere Rimatta\n",
			"Stall Chlösterli\n",
			"Oberstufenschulhaus Ruver\n",
			"Primarschule Plaz\n",
			"Kleine Turnhalle\n",
			"Schulhaus Campogna\n",
			"Gemeindebibliothek\n",
			"Gulf-Garage\n",
			"Krone\n",
			"Ems-Chemie AG\n",
			"Schulhaus Tircal\n",
			"Werkhof Bürogebäude\n",
			"Werkhof Sägerei\n",
			"Zentrale Barnaus\n",
			"Labor\n",
			"Sport- und Freizeitanlage\n",
			"Stall P. Fetz\n",
			"Wehrhaus\n",
			"Oberstufenschulhaus\n",
			"Restaurant Weiss Kreuz\n",
			"Werkhof Calinis\n",
			"Feuerwehrhaus\n",
			"Rathaus \"Schlössli\"\n",
			"Stenna\n",
			"VOLG-Laden\n",
			"Coiffeur\n",
			"Martinskirche Dorf\n",
			"Bibliothek\n",
			"Lebensmittelgeschäft Coop\n",
			"Büro Bäckerei Crest\n",
			"Curlinghalle\n",
			"Kirche Fidaz\n",
			"GZ, Kindergarten\n",
			"Werkstatt mit Magazin\n",
			"Garage Porclis\n",
			"Schreinerei / Abbindgebäude\n",
			"Alte Sennerei\n",
			"Saal-Anbau\n",
			"Zentrale\n",
			"Trafostation Isla\n",
			"Pumpwerk Isla\n",
			"Trafostation Turnigla\n",
			"Hotel Piz Linard\n",
			"Chasa Fliana\n",
			"Hotel Schweizerhof\n",
			"Hotel Crusch Alba\n",
			"Swiss Lodge\n",
			"Hotel In Lain\n",
			"Serra\n",
			"Firmengebäude_Werkhof\n",
			"Restaurant Marmotte\n",
			"Heustall\n",
			"Talstation Mot da Ri - Jonvrai\n",
			"Werkhof Ardez\n",
			"Volg Laden\n",
			"Golfclub\n",
			"Bergstation Ftaner Lift\n",
			"Edifizi Craps\n",
			"Jagdhütte God Nair\n",
			"Stall Craista\n",
			"Stallgebäude Alp Tamangur\n",
			"Melkstand\n",
			"Schirmbaar La Palma\n",
			"Turbinenhaus\n",
			"Tonzaubenanlage\n",
			"Maschinenebunker\n",
			"Schreinerei / Sägerei\n",
			"Remissa\n",
			"Stalla\n",
			"Stamparia Strada\n",
			"Kirchturm\n",
			"Untererdische Kavernenzentrale\n",
			"Hobelwerk\n",
			"Autoeinstellhalle Repower\n",
			"Werkstatt und Lagerhalle Repower\n",
			"Unterstand Repower\n",
			"Wintergarten\n",
			"Kelleranbau\n",
			"Kindergarten / Scoulina\n",
			"Stalla Islas\n",
			"Gärtnerei Schutz\n",
			"Schulhaus / Scoula\n",
			"Unterwerk Islas\n",
			"Schmiede Crasta\n",
			"Langlaufzentrum\n",
			"Chammana Saluver\n",
			"Stalla Tibot\n",
			"Wärterhaus\n",
			"Zentrale Islas\n",
			"Chamanna Saluver\n",
			"Meili\n",
			"Turnhalle mit Passarella\n",
			"Hotel Misani\n",
			"Stall Ratti\n",
			"Chesa Commerciela\n",
			"Stall Lenz\n",
			"Stall Etter Johannes\n",
			"Stall Etter Arnold\n",
			"Heustall Romedi\n",
			"Bienenhaus,Schleuderhütte\n",
			"Werkhof \"Resgia\"\n",
			"Rätia Energie EW-Zentrale\n",
			"Alp Es-cha Dadour\n",
			"Alp Prüvella\n",
			"Valentin Pontresina AG\n",
			"Restaurant Sportpavillon\n",
			"Taverne Weisses Kreuz\n",
			"Dispositionsgebäude Montebello\n",
			"Bernina Garage\n",
			"Hotel Schweizerhof Läden\n",
			"Talstation Diavolezza\n",
			"Bergstation Lagalb\n",
			"Läden San Spiert\n",
			"Migrol Tankstelle\n",
			"Restaurant Müsella\n",
			"Schreinerei Salzgeber\n",
			"Zwischenbau Pschaidas/Greva\n",
			"Kehrichthäuschen Alvra\n",
			"Wasserreservoir Arschaida\n",
			"Schützenhaus Val Chamuera\n",
			"Stallgebäude Surrövens\n",
			"Kehrichthäuschen Kindergarten\n",
			"Kehrichthäuschen Volg\n",
			"Magazin La Resgia\n",
			"Kirche La Punt\n",
			"Kirche Chamues-ch\n",
			"Stallgebäude Seglias\n",
			"Oekonomiegebäude Gravules-ch\n",
			"Maschinenhalle La Resgia\n",
			"Schnitzellager La Resgia\n",
			"Skilift Müsella\n",
			"Curtinet\n",
			"Il Fuorn\n",
			"Acla Albertini\n",
			"Trafostation Chüderas\n",
			"Kraftwerk-Zentrale Chamuera\n",
			"Trafostaiton La Pun\n",
			"Trafostation Arvins\n",
			"Trafostation Plaz\n",
			"Wasserreservoir Bella Mira\n",
			"Grundwasserpumpwerk Seglias\n",
			"Garage Chesa Sül Pro\n",
			"Chesa Ruppanner\n",
			"Restaurant + Golfclubhaus\n",
			"Werkstatt, -büro, Zoll + Annahme AE\n",
			"Hangar REGA\n",
			"Catram AG Betriebsgebäude\n",
			"Wartehäuschen\n",
			"Sper l'En\n",
			"Recyklinghalle\n",
			"Hangar und Garage\n",
			"Restaurant und Flugplatzbüro\n",
			"LKW-Garage, Helihalle\n",
			"Cafeteria Fur\n",
			"Restaurant Varusch\n",
			"Talstation Furtschellasbahn\n",
			"Giovanoli Sport\n",
			"Bar Cetto\n",
			"Berghaus Restaurant Fuorcla Su\n",
			"Camping Boscha\n",
			"Restaurant Sportzentrum Mulets\n",
			"Chesa Comunela\n",
			"Sarinera (Kläranlage)\n",
			"Restaurant Giand'Alva\n",
			"Mehrzweckgebäude Surlej\n",
			"Wohnhotel Wolf\n",
			"Resgia\n",
			"Stazione servizio\n",
			"Vecchia latteria\n",
			"Macello\n",
			"Tankstelle Esso\n",
			"ARA Maloja\n",
			"Casa Comunale\n",
			"Latteria\n",
			"Talstation Albigna\n",
			"La Porta\n",
			"Municipio\n",
			"Stabile Ufficio Tecnico Cantonale\n",
			"Centrale elettrica ELIN\n",
			"Swiss Alpine Fish AG\n",
			"Casa di Circolo\n",
			"Segheria Furger F.lli\n",
			"Asilo comunale\n",
			"Scuola - Colonia Alpina\n",
			"Centrale Polizia stradale\n",
			"Comune politico Mesocco\n",
			"Metallumin SA\n",
			"casa disabitato\n",
			"Bertossa Mobili SA - uffici\n",
			"Magazzino - padiglione F.lli Censi\n",
			"garage\n",
			"Biblioteca - pompieri\n",
			"Casa la Grida\n",
			"Casa di Circolo della Calanca\n",
			"Prato-campo\n",
			"Kurverein Val Müstair\n",
			"Haus Zanoli\n",
			"Forum\n",
			"Schulhaus Sertig\n",
			"Alpgebäude\n",
			"Alphütte Waldalpen\n",
			"Schreinerei Wehrli Rolf\n",
			"Hütte und Stall Padels\n",
			"Grossviehstall\n",
			"Werkstatt Schlosserei Vetsch\n",
			"Gebäudeteil Vater\n",
			"Altes Schulhaus Pragg\n",
			"Werkstatt Bärtsch Landmaschienen AG\n",
			"Thöny Bau AG\n",
			"Werkhof Bordoli Erben AG\n",
			"Stall Andreas Schlmid\n",
			"Primarschulhaus Vers. Nr. 71C\n",
			"Oberstufen-Schulhaus VERs. Nr. 71B\n",
			"Saaseralp\n",
			"RhB Autoverlad-Station\n",
			"Restaurant Bahnhöfli\n",
			"Maiensäss Lietenberg\n",
			"Stall / Lager / Garage\n",
			"Magazin & Werkstatt\n",
			"Fliana\n",
			"Gärtnerei / Treibhaus\n",
			"Heimatmuseum, Nutlihüschi\n",
			"Sprützenhüschi\n",
			"Kanonenbar\n",
			"Waldfesthütte\n",
			"Kraftwerk-Zentrale Schlappin\n",
			"Werkhof Vetsch\n",
			"ARA Serneus\n",
			"Kraftwerk Zentrale\n",
			"Büdemji\n",
			"Sportzentrum Mittelprättigau\n",
			"Tankstelle BP\n",
			"Sagä\n",
			"Evang. Ref. Kirche\n",
			"Garage Platz\n",
			"Stall Beerenwies\n",
			"Schollbergmeder, Soppa\n",
			"ck Holzbau\n",
			"Unterkunftsprovisorium\n",
			"ARA Parzutt\n",
			"Werkhof Parzutt\n",
			"EW Zentrale\n",
			"Garage und Magazini\n",
			"Barhaus\n",
			"Bar Obertor\n",
			"Kantonalbank\n",
			"Blue Wave\n",
			"Achilea\n",
			"Bergstation Weisshornbahn\n",
			"Grottino\n",
			"Hüsli Hof Maran\n",
			"Lokdepot\n",
			"Kiosk Bahnhof\n",
			"Areal Pitsch 6\n",
			"Schulhaus Neu 267-b\n",
			"Mittelstation Weisshornbahn\n",
			"Talstation Brüggerhorn\n",
			"Kunsteisbahn\n",
			"ARA-Betriebsbauten\n",
			"Garage / Magazin\n",
			"Alpwirtschaft Ochsenalp\n",
			"Foto Homberger\n",
			"SIT-Bergstation\n",
			"Betonwerk\n",
			"WC Oberseepromenade\n",
			"Talst. Tschuggasesselbahn Ost\n",
			"Stall / Hütte\n",
			"Hütte / Stall\n",
			"Maiensäss/Hütte\n",
			"Stall /Hütte\n",
			"Stiftung Gott Hilft\n",
			"Militärkantine\n",
			"Magazin Göldi\n",
			"Pferdelaufstall\n",
			"Veterinärspraxis\n",
			"Heidihaus\n",
			"Grotto Retico\n",
			"Brockenstube Bardella\n",
			"Kreisschule\n",
			"Swiss Heidi Hotel\n",
			"Erbsendreschstation\n",
			"Pneu Egger\n",
			"Pferdeboxenstall\n",
			"Führanlage\n",
			"Werkstatt mit Laden\n",
			"Campingrestaurant & Kiosk\n",
			"Clublokal FC Landquart\n",
			"Clement Elektro AG\n",
			"Forum im Ried\n",
			"Eingangsgebäude\n",
			"Werkstattgebäude Divina\n",
			"Lagerhalle Ospelt\n",
			"Feuerwehrstützpunkt\n",
			"Waschhaus / Garage\n",
			"Obstanlage\n",
			"Tannenhof\n",
			"Shopgebäude Ganda\n",
			"Betriebsgebäude Waldau\n",
			"Mechanische Werkstätte\n",
			"Milchschottengebäude\n",
			"Autowerkstätte\n",
			"Werk- und Einstellhalle\n",
			"Talstation Seilbahn\n",
			"Asylheim\n",
			"Säge Fanas\n",
			"Empfangsraum, Heidi Jöhl\n",
			"Schulgebäude mit Internat\n",
			"Zivilschzutzanlage\n",
			"Lager Sägerei\n",
			"Werkstatt/Stall\n",
			"Stall Calischa\n",
			"Stall mit Anbau\n",
			"Kläranlage BR-Parzelle 1288\n",
			"Werkstatt, BR-Parzelle 1289\n",
			"Stall Franzestg Cathomen\n",
			"Swiss Helicopter AG\n",
			"Neues Pflegeheim, keine Wohnungen\n",
			"Globihotel Schloss\n",
			"Schulgebäude, Sporthallen\n",
			"Postbüro\n",
			"Internattrackt\n",
			"Campingplatz (TCS)/Badehütte\n",
			"Restaurant; neue Baurechtsparzelle\n",
			"Staziun da transformaziun, Repower\n",
			"Travestgir ladretsch\n",
			"Kiosk cun menaschi da scursalar\n",
			"Regia e mulin\n",
			"Baghetg d'economia\n",
			"Baghetg d'economia Castelberg\n",
			"Clavau cun baghetgs annexs C. Berther\n",
			"Baghetg d'economia Giusep Manetsch\n",
			"Garascha Ulmann\n",
			"Pistregn Segna\n",
			"Luvratori Reto Duff\n",
			"Magasin Reto Duff\n",
			"Caplutta Sontga Catrina\n",
			"Luvratori dalla claustra\n",
			"Pistregn vischins da Gonda\n",
			"Baselgia Sogn Bistgaun e Sogn Roc\n",
			"Garascha Stiefenhofer\n",
			"Bauzimmerei\n",
			"Caplutta da morts\n",
			"Bogn Sedrun\n",
			"Arbeiterunterkunft Drun\n",
			"Specksteinwerk\n",
			"economia\n",
			"Campingplatz, Kiosk\n",
			"garascha\n",
			"Fleischtrocknerei\n",
			"Bergbahnen\n",
			"Zimmerei und Anbauten\n",
			"Cafe Cappuccino\n",
			"Restaurant + Fleischtrocknerei\n",
			"Wohnhütte 865A (nicht bewohnbar)\n",
			"Wohnhütte (evt. nicht bewohnbar)\n",
			"Wohnhütte (nicht bewohnbar)\n",
			"Stall + Wohnhütte (nicht auf Zonenplan)\n",
			"Pumpstation beim Speichersee\n",
			"Kindergarten Goldern\n",
			"Milchbar\n",
			"Kreisforstamt\n",
			"Privatklinik Trafostation und Passarelle\n",
			"Hirslanden Klinik\n",
			"Werkstatt Garage\n",
			"Spital: Gaslager + Gärntnerei Haus 33\n",
			"Privatklinik Hirslanden\n",
			"Kinderklinik\n",
			"Mehrzweckgebäude Haus 26\n",
			"Versorgungsbetriebe Haus 17+18\n",
			"P-Rest,Blutspende Haus 10+11\n",
			"Ernährungsberatung Haus 16\n",
			"Schulhaus Stämpfli\n",
			"Lagergebäude/Autounterstand\n",
			"Bürogebäude (neu)\n",
			"Trafostation im Baurecht\n",
			"Kindergarten Gysistrasse\n",
			"Fabrikgebäude, Büro, Wohnung\n",
			"Laborgebäude\n",
			"Seifenfabrik\n",
			"Verkaufsladen im Einkaufszentrum\n",
			"Garage, Sitzplatz, Gerätehaus\n",
			"Ged. Sitzplatz mit Cheminee\n",
			"Gewerbehaus, Garagen\n",
			"Garagen-,Auto-, Velounterstände\n",
			"Kegelbahn\n",
			"Schopf, Einstellraum\n",
			"Garagetrakt, Schopf (offen)\n",
			"Abwasser-Neutralisationsanlage\n",
			"Gartencenter MMM\n",
			"Werkstatt, Lagerhalle\n",
			"Garage/Einstellraum\n",
			"Garage/Schopf\n",
			"Velounterstand, Schopf; Abst.platz 5 PW\n",
			"Schopf, Sitzplatz\n",
			"Carprot/Veloraum\n",
			"Garage und gedeckter Sitzplatz\n",
			"Garage, Unterstand\n",
			"Autounterstand mit Geräteraum\n",
			"Einstellräume, Velounterstand\n",
			"Hobbyraum (vorher Garage)\n",
			"Palettenlagen\n",
			"Betriebscaferia\n",
			"Raucherstation aus Beton-Garagenelemten\n",
			"Werte-Werkstatt (Atelier)\n",
			"Gartenhalle u. Schwimmbad\n",
			"Autounterstand, Kleintierstall\n",
			"Gartenhaus mit Pergola u. Veloschopf\n",
			"Gartengerätehaus\n",
			"Gartenhaus (freistehend)\n",
			"Autounterstand und Abstellraum\n",
			"Lagerhalle f. Leergebinde\n",
			"2 Fertiggaragen / Velounterstand\n",
			"Autounterstand (freistehend)\n",
			"Geräteunterstand (Provisorium)\n",
			"Material-, Velo- und Mofaunterstand\n",
			"Werkhof Kirchenfeld\n",
			"Schulanlage Dorf\n",
			"Feuerwehrmagazin / Werkhof\n",
			"Ausstelungsgebäude\n",
			"Schulhaus Nord\n",
			"Restaurant Amano\n",
			"Apotheke Oberentfelden\n",
			"Schreinerei, Anbau\n",
			"Turnhalle Erlenweg\n",
			"Kirchenzentrum\n",
			"Kulturzentrum\n",
			"Kindergarten Moosacker\n",
			"Rehaklinik\n",
			"Kläranlage Müslen\n",
			"Farbenfabrik Monopol AG\n",
			"Schulanlage\n",
			"Drogerie\n",
			"Busgarage\n",
			"Verwaltungsgebäude, Lagerhalle\n",
			"Fabrikationshalle, Anbau, Silos\n",
			"Schulhaus Rebenägertli\n",
			"Büro- und Fabrikgebäude\n",
			"Hauptdienstgebäude, Kantine, etc.\n",
			"Einfamilienhaus, Lager, Garagen\n",
			"Fabrik-, Verwaltungsgebäude, Anbau\n",
			"Mehrfamilienhaus, Kindergarten\n",
			"Büro, Lager, Werkstatt\n",
			"Quartierzentrum\n",
			"Fabrik- und Lagergebäude, Büro\n",
			"Gewerbehaus, Garagetrakt, Oeltank\n",
			"Lagergebäude, Büros\n",
			"Metallspritz- und Sandstrahlwerk\n",
			"Büro- und Lagergebäude, Laden\n",
			"Fabrikgebäude, Schulungsraum\n",
			"Fabrikgebäude, Lagergebäude, Werkstatt\n",
			"Fabrik- und Bürogebäude\n",
			"Lagerhalle, Ueberdachung\n",
			"Fabrik- und Lagerhalle, Büros\n",
			"Einstellhalle für Lastwagen\n",
			"Restaurant (Mc Donald)\n",
			"Postbetriebsgebäude\n",
			"Schulhausanlage Seefeld\n",
			"Burger King Drive-In\n",
			"Büro- und Showräume\n",
			"Förderwerk WVS\n",
			"Fasslagerhalle\n",
			"Fabrik- und Lagergebäude\n",
			"Montagehalle, Magazin\n",
			"Altes Waschhaus\n",
			"Remise, KÃ?hlraum, Stallanbauten, Schopf\n",
			"Parkhaus (oberirdisch)\n",
			"Schopf, Garage\n",
			"Scheune Schopf\n",
			"Trafostation (Hasel)\n",
			"Buswartehäuschen (Dorf bergseits)\n",
			"Buswartehäuschen Rotzenbühl rechts\n",
			"Buswartehäuschen Dorf rechts\n",
			"Garage, Schopf\n",
			"Gerätehaus 15\n",
			"Zivilschutzanlage, Tiefgarage\n",
			"Verbindungstunnel\n",
			"Geräteschopf (offen)\n",
			"Autoeinstellraum\n",
			"Kellerraum mit überdachtem Zugang\n",
			"Zentraltrakt, Pausenhalle (offen)\n",
			"Trafostation Bahnhofstrasse\n",
			"Tiefgarage Heizzentrale\n",
			"Tiefgarage Luftschutzraum\n",
			"Altes Spritzenhaus, Holzlager\n",
			"Garage, Hühnerstall\n",
			"Remise, Anbauten\n",
			"Gedeckter Gartensitzplatz\n",
			"Holzschopf, Garage\n",
			"Kellergebäude, Garage\n"
			]
			},
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Garagentrakt, Hobbyraum\n",
			"Scheunenanteil, Autounterstand\n",
			"Mühle, Scheune und Stall, Garage, Silo\n",
			"Schweinestall, Garage\n",
			"Schopf, Anbau\n",
			"Imbisstand (Fahrnisbaute)\n",
			"Autoeinstellhalle, Schutzraum\n",
			"Schopf, Partyraum, Hundezwinger\n",
			"Garage, Einstellraum\n",
			"Einstellhalle Nord\n",
			"Tiefgarage, Gartenhaus\n",
			"Imbiss-Stand\n",
			"Traktorengarage, Schweinestall\n",
			"Gewölbekeller, Gemeinschaftsraum\n",
			"Gartenhaus 44\n",
			"Lager- und Werkhalle\n",
			"Gartenhaus 20\n",
			"Unterirdische Einstellhalle\n",
			"Gartenschopf\n",
			"Friedhofgebäude, Abdankungshalle\n",
			"Gartenhaus 12\n",
			"Mechanische Werkstatt, Hühnerhaus\n",
			"Gartenhaus 52\n",
			"Scheune, Stall, Garagen, Schopfanbauten\n",
			"Schweinescheune, Unterstand\n",
			"Kleintierschuppen\n",
			"Garage, gedeckter Sitzplatz\n",
			"Unterflurgarage\n",
			"Lager, Packraum, Garderobe\n",
			"Parkgarage\n",
			"Gartenhaus 8\n",
			"Gartenhaus 47\n",
			"Veloeinstellgebäude\n",
			"Gartenhaus 19\n",
			"Lounge\n",
			"Ablaufberg II\n",
			"Gartenhaus 54\n",
			"Tiefgaragenanbau\n",
			"Gartenhaus 29\n",
			"Gartenhaus 27\n",
			"Wagenschopf, Garage\n",
			"Saaltrakt\n",
			"Pumpstation 1\n",
			"Ablaufberg I\n",
			"Unterstand für Einkaufswagen\n",
			"Gartenhaus 39\n",
			"Schopf, Heizung\n",
			"Schopf, Anbau, Ueberdachung, Anhängsel\n",
			"Passarelle Tivoli - Limmatdruck\n",
			"Stall, Scheune, Bad\n",
			"Gartenhaus 55\n",
			"Garage, Hühnerhaus\n",
			"Gartenhaus 30\n",
			"Gartenhaus 40\n",
			"Gartenhaus 60\n",
			"Lagergebäude Industrie\n",
			"Gartensitzplatz\n",
			"Gartenhaus 33\n",
			"Materialbaracke, Familiengarten\n",
			"Grundwasserpumpwerk I, Mittlerzelg\n",
			"Siloschopf, Traktorengarage\n",
			"Depothaus\n",
			"Grundwasserpumpwerk III, Willeacher\n",
			"Fahrzeugremise Betriebsschutz\n",
			"Gartenhaus 9\n",
			"Holzschopf, Schopfanbau\n",
			"Bienenhaus (Fahrnis)\n",
			"Freistehendes Gartenhaus\n",
			"Werkstatt mit WC\n",
			"Möbel-Hubacher-Gebäude\n",
			"Stützpunkt West\n",
			"Gartenhaus 58\n",
			"Tankstelle, Shop\n",
			"Portierhaus, Schlauchwagenremise\n",
			"Stützpunkt Feld R\n",
			"Grillhütte\n",
			"Pferdestall, Schopf, Garage\n",
			"Offene Lagerhalle zu Kompostieranlage\n",
			"Lift- und Treppenturm zu Passerelle\n",
			"Gartenhaus 4\n",
			"Gartenhaus, gedeckter Sitzplatz 18\n",
			"Gartenhaus 28\n",
			"Materialbaracke\n",
			"Pumpstation 3\n",
			"Trafostation Rotzenbühlstrasse\n",
			"Geräteeinsellhalle\n",
			"Maschinenschopf\n",
			"Unterniveaugaragen, Liftanbau\n",
			"Velounterstand (Schulhaus Glattler)\n",
			"Trafostation Heitersberg\n",
			"Stallscheune und Fahrsilo\n",
			"Scheune, Stall\n",
			"Autoeinstellhalle, Heiz-, Tank- und Velo\n",
			"Gartenrestaurant, Anbau\n",
			"Werkgebäude, Einstellhalle\n",
			"Trafostation, WC-Anlage\n",
			"Waschküche, Kellergebäude\n",
			"Scheune, Pferdestall, Scheune, Schopf\n",
			"2 Garagen, Ueberdachung\n",
			"Remise, Einstellhalle\n",
			"Gartenhaus 57\n",
			"Gartenhaus 16\n",
			"Gartenhaus 31\n",
			"Gartenhaus 23\n",
			"Gartenhaus 13\n",
			"Gartenhaus 35\n",
			"Gartenhaus 56\n",
			"Gartenhaus 50\n",
			"Gartenhaus 7\n",
			"Gartenhaus 41\n",
			"Gartenhaus 26\n",
			"Gartenhaus 32\n",
			"Gartenhaus 48\n",
			"Gartenhaus 43\n",
			"Gartenhaus 38\n",
			"Gartenhaus 5\n",
			"Gartenhaus 11\n",
			"Gartenhaus 59\n",
			"Gartenhaus 6\n",
			"Gartenhaus 14\n",
			"Eingangszugsabfertigung\n",
			"Aussengeräteraum\n",
			"Werkhof, Halle\n",
			"Autoeinstellhalle, Heizung, Tankraum\n",
			"Betriebsgebäude Ziegelei\n",
			"Magazin, Garage\n",
			"Trafostation West\n",
			"Garage, Autounterstand\n",
			"Garderobengebäude, Veloständer\n",
			"Heizungs- und Oeltankraum\n",
			"Gartenhaus 49\n",
			"Splittsilo, Streusalzsilo\n",
			"Gartenhaus 61\n",
			"Gartenhaus 3\n",
			"Gartenhaus 1\n",
			"SW-Lagergebäude\n",
			"Pumpstation 2\n",
			"Gartenhaus 34\n",
			"Gartenhaus 36\n",
			"Gartenhaus, Fahrnisbaute\n",
			"Gartenhaus 10\n",
			"Glockenturm\n",
			"Hotelaufbau\n",
			"Gartenhaus 45\n",
			"Unterirdisches Parkhaus\n",
			"Gartenhaus 42\n",
			"Gartenhaus 51\n",
			"Gartenhaus 53\n",
			"Magazin/Lager\n",
			"Gartenhaus mit Pavillon 24\n",
			"Gartenhaus 37\n",
			"Trafostation 'Industriestrasse'\n",
			"Ortsmuseum\n",
			"Gartenhaus 25\n",
			"Gartenhaus 17\n",
			"Gartenhaus 46\n",
			"Gartenhaus 22\n",
			"Gartenhaus 21\n",
			"Verbindungstunnel Tivoli - Shopping-Cent\n",
			"Zentrumsschopf-Mehrzweckgebäude\n",
			"Grundwasserpumpwerk II, Neumatt\n",
			"Betriebsgebäude, Unterwerk EVS\n",
			"Tiefgarage, Luftschutzraum\n",
			"Tiefgarage und Nebenräume\n",
			"WC-Häuschen\n",
			"Elektrostützpunkt\n",
			"Schnitzelschopf\n",
			"Gerätehäuschen\n",
			"Viehunterstand\n",
			"Ausstellungspavillon\n",
			"Turnhalle, Mehrzweckhalle\n",
			"Personalrestaurant ABB\n",
			"West\n",
			"Kindergarten 1 und 2\n",
			"Café Forum Pfarreizentrum St. Anton\n",
			"Hauptpost\n",
			"Coop-Bau-Center\n",
			"Bibliothek, Doppelkinderg\n",
			"Gluri-Suter-Huus\n",
			"Kindergarten Langenstein\n",
			"Salzsilo-Anlage\n",
			"Kindergarten Altenburg II\n",
			"Zementsilo\n",
			"OSRA Saphir-Gebäude\n",
			"Klärschlammsilo\n",
			"Gerätehaus Friedhof\n",
			"Trafostation Holcim\n",
			"Fortswerkhof\n",
			"Trafostation 50\n",
			"Feuerwehrgerätemagazin\n",
			"Dorfschüür\n",
			"Trafostation 80\n",
			"Trafostation 70\n",
			"AEW Kabel-Kabine\n",
			"Trafostation 150\n",
			"Grundwasserpumpwerk Hengelweg\n",
			"Heizraum\n",
			"Reservoir auf dem Berg\n",
			"Reservoir/Pumpwerk\n",
			"Tankkeller\n",
			"Klärbecken\n",
			"Militärische Einrichtung\n",
			"LKW-Unterstand, Waschanlage\n",
			"Hochzonenreservoir Berg\n",
			"Trafostation 140\n",
			"Trafostation 90\n",
			"Trafostation 160\n",
			"Trafostation 120\n",
			"Trafostation 40\n",
			"Trafostation 200\n",
			"Trafostation 100\n",
			"Bushaltehaus\n",
			"Trafostation 20\n",
			"Betriebstankstelle\n",
			"Trafostation 60\n",
			"Passerelle\n",
			"Trafostation 230\n",
			"Regenbecken\n",
			"Trafostation 310\n",
			"Trafostation 300\n",
			"Kindergarten Buchzelgli\n",
			"ARA Böndlern\n",
			"Berikerhus\n",
			"Garage Diener\n",
			"Kindergarten Bürkihof\n",
			"Kindergarten Steinhügel\n",
			"Garage / Carrosserie\n",
			"Werkhof / Bauhalle\n",
			"Sektor 1 Verwaltungsgebäude\n",
			"Militärunterkunft\n",
			"Städtli Märt\n",
			"Holcim Kieswerk\n",
			"Gutsbetrieb\n",
			"Casino\n",
			"Garage zu Sportstrasse 4\n",
			"FC Materialraum\n",
			"Freizeitlager\n",
			"Heizungsgebäude\n",
			"Swisscom Kindergarten\n",
			"Primarschule und Kindergarten\n",
			"Blacho-Tex\n",
			"Kindergarten II\n",
			"Kindergarten I\n",
			"Gebäude ohne Wohnn.\n",
			"Recyclinganlage\n",
			"Pfarrei Pavaillon\n",
			"ARA Kläranlage\n",
			"Kindergarten Steinhüsli\n",
			"Schulhaus Friedlisberg\n",
			"Pfarreisaal\n",
			"ARA Kelleramt\n",
			"Portiergebäude\n",
			"Pferdestallungen\n",
			"Café Bahnhof\n",
			"Kleintierpraxis\n",
			"Tankstelle Shop\n",
			"Malergeschäft\n",
			"Ausstellungs- und Betriebsgebäude\n",
			"Schulen Nidermatt\n",
			"3-fach-Turnhalle\n",
			"Dufourhaus\n",
			"Kaserene\n",
			"Werkhof mit Büro\n",
			"Werkstatt, Schopfanbau, Lager\n",
			"Lindenhof\n",
			"Lindhofschulhaus\n",
			"Schulpavillon Rüchlig\n",
			"AMAG\n",
			"Kirchliches Zentrum Lee\n",
			"Pfalzschopf\n",
			"Einstellhalle zu Industriestr. 16\n",
			"Bushaltehäuschen mit WC-Anlagen\n",
			"Steinbruch\n",
			"Felix Emmenegger AG\n",
			"Primarschulhaus Dohlenzelg\n",
			"SBB\n",
			"Alte Schreinerei\n",
			"MZH Gemeindekanzlei\n",
			"Remise Stall\n",
			"Scheune, Stallanbau\n",
			"Möbelhaus Kindler\n",
			"Hobbyhaus\n",
			"Bettenhaus\n",
			"Neogard\n",
			"Aufnahmegebäude WSB\n",
			"Schulhaus und Turnhalle\n",
			"Asylbewerberunterkunft\n",
			"Altes Pfarrhaus\n",
			"Homag\n",
			"Transporte Mulden Container\n",
			"Öffentlicher Schutzraum\n",
			"Stiftung Schürmatt\n",
			"Gebäude B\n",
			"Forstmagazin Ritzleten\n",
			"Haus 1\n",
			"Feuerwermagazin\n",
			"Sanitärbetrieb\n",
			"Weidschopf B. Weiss / Panoramastrasse\n",
			"Erne AG Holzbau\n",
			"Gerichtsgebäude\n",
			"Lagerhalle / Büro\n",
			"Werkstatt / Lagerhalle\n",
			"Bürogebäude 301\n",
			"altes Schulhaus\n",
			"Fassionier- und Lagerbetrieb 320/303\n",
			"Fabrikationsgebäude, Lager, Büro 325\n",
			"Kläranlage, Betriebsgebäude 327/328/329\n",
			"Tennis-Clubhaus 903\n",
			"Wasserversorgung (Pumpwerk) 302\n",
			"Fabrikationsgebäude 304\n",
			"Fabrikationsgebäude 305\n",
			"Verbindungskanal, Passerelle, Lager 307\n",
			"Hilfsbetriebe, Mahlanlage 309\n",
			"Wasserturm (Energiebetrieb) 314\n",
			"Auslaufbauwerk 311\n",
			"Notstromgruppe ARA 334\n",
			"Tankfarm (Betriebstanklager) 306\n",
			"Lokomotiv-Remise / Fahrzeug-Service 315\n",
			"Hauptporte Nord / Waagegrube 338\n",
			"Fabrikgebäude 321\n",
			"Tankfarm (Betriebstanklager) 322\n",
			"Schaltwarte Zentraltanklager 317\n",
			"Lagerhalle Feuerwehr 908\n",
			"Buswartehaus 318\n",
			"Tanklager 304\n",
			"Velounterstand 304\n",
			"Lagerhalle 336\n",
			"Baulager 907\n",
			"Abluftreinigungsanlage 330\n",
			"Notstromgebäude 459\n",
			"Tierfarm/Erdlagergebäude 575\n",
			"Lagergebäude 440\n",
			"Energiezentrale 457\n",
			"Laborgebäude 452\n",
			"Autounterstand 430\n",
			"Trafostation Ruchen\n",
			"Trafostation (Baurecht AEW)\n",
			"Laborgebäude 540\n",
			"Betriebsgebäude 542\n",
			"Gewächshäuser 543- 548\n",
			"Gärtnereigebäude 549\n",
			"Ökonomiegebäude 480\n",
			"Chemielabor 820\n",
			"Saatgutgebäude 435\n",
			"Stickstoffstation 821\n",
			"Eingangsgebäude 811\n",
			"Pontonierhaus\n",
			"Maler Dinkel\n",
			"Feuerwehrmagazin alt\n",
			"ARA Falkenmatt\n",
			"Holzbau\n",
			"Baumaterialien FIXIT\n",
			"Rosta AG Maschinenbau\n",
			"Post- und Zivilschutzgebäude\n",
			"Unterstufenschulhaus\n",
			"Lager- und Geschäftshaus\n",
			"Pneuhaus\n",
			"LKW-Halle\n",
			"Pneulager\n",
			"Friedhofgerätehäuschen\n",
			"Büro- und Lagergebäude (Effems)\n",
			"Hochregallager\n",
			"Weinhandlung\n",
			"Garaga\n",
			"LKW Tankstellendach\n",
			"Werkhof Kanton\n",
			"WC- und Waschanlage mit Garage\n",
			"Metallwarenfabrik\n",
			"Alte Turnhalle\n",
			"Scheune-Anbau / Allzweckraum und Remise\n",
			"Kindergarten Chilefeld\n",
			"Kindergarten Waldrüti\n",
			"Carport mit Volière\n",
			"Tierkrematorium\n",
			"Werkhof / Bauamt\n",
			"Murimoos Werken und Wohnen\n",
			"Lager- und Gewerbebau\n",
			"Schützenstube\n",
			"Einstellhalle, Lagerraum, Büro\n",
			"Verkaufsraum\n",
			"Restaurant Flug-Alp\n",
			"Chäppelihof\n",
			"B & C AG / Kieswerk\n",
			"Mehrzweckhalle, Schulanlage\n",
			"Transporte Bagger\n",
			"Trafo-Station\n",
			"Spitalgebäude\n",
			"Büro-Gebäude\n",
			"Autoreparaturwerkstatt mit Wohnung\n",
			"Werkstatt Ausstellungsraum\n",
			"Christkatholische Kirche\n",
			"Sägereihalle\n",
			"Garage, Veloschopf\n",
			"Römisch-KatholischeKirche\n",
			"Gartenpavillon\n",
			"Kindergarten Spielplatzstr.\n",
			"Wohn- u. Gesch.-Haus\n",
			"Wohnhaus und Laden\n",
			"Schreinerei-Werkstatt\n",
			"Metallbau-Schlosserei,Einstell\n",
			"und Lagergebäude\n",
			"Werkstätte\n",
			"Bürogebäude mit öff. Toiletten\n",
			"MM-Center mit Tiefgarage\n",
			"Kindergarten Kohlplatz\n",
			"Hotel Klinik Schützen\n",
			"Mädchenschulhaus\n",
			"Gebäude,Faulgastürme-,behälter\n",
			"Imbissstand gedeckt\n",
			"Schulh. Hugenfeld-Hauptbau\n",
			"Büro- und Magazingebäude\n",
			"Stauwehr mit Windwerkbrücke\n",
			"Magazin Wehrdienste\n",
			"Büros u. Laden\n",
			"Feuerwehrlokal/Kindergarten\n",
			"Kiosk bei Novartis\n",
			"Garagentrakt mit Heizung und Oeltank\n",
			"Reithalle Queens Ranch\n",
			"Post/Gemeindesaal\n",
			"Werkhof / Zivilschutzanlage\n",
			"Werhalle / Lager\n",
			"Ane West\n",
			"Festung Haus Aufseher\n",
			"Burg-Leutnanthaus\n",
			"Hauptbau\n",
			"Squah-Center\n",
			"Alte Kaserne\n",
			"Forstwartmagazin\n",
			"Steinerhof\n",
			"Kindergarten Hohwart\n",
			"Tankstelle COOP\n",
			"Schulhaus Oberfeld\n",
			"Autogarage mit Ausstellungsraum\n",
			"Tierklinik\n",
			"Geschäftshaus B\n",
			"Tankstelle mit Shop-Gebäude\n",
			"Lager- und Speditionshalle\n",
			"Verkaufsgeschäft\n",
			"Papierrollenlager\n",
			"Friedhof- und Aufbahrungsgebäude\n",
			"Garage, Autounterstand, Geräteraum\n",
			"Blechzenter\n",
			"Motorradgarage\n",
			"Dorfmuseum \"Alter Löwen\"\n",
			"Sägewerk\n",
			"Schulungscenter\n",
			"Bleicheareal 4\n",
			"Sammelschutzraum\n",
			"Rollhockeyhalle\n",
			"PostgebSude\n",
			"Geschäftsgebäude Coop\n",
			"Therapiezentrum\n",
			"Garagenschopf\n",
			"Garage mit Nebenraum\n",
			"Lager mit Büro\n",
			"Bau 550\n",
			"Bau 552\n",
			"Lager- und Ausstellungsgebäude\n",
			"Garage/Gartenhaus\n",
			"Garagebox\n",
			"Lagerhalle 15\n",
			"Bau 230\n",
			"Kernkraftwerk\n",
			"Oberstufe\n",
			"Kindergarten / Mittelstufe\n",
			"HPS\n",
			"Mehrzweckgebäude Bühl\n",
			"Kernkraftwerk / Personalresaurant\n",
			"Garten-Center\n",
			"Fabrik- und Geschäftshaus\n",
			"Gemeindehaus Leuggern\n",
			"Thermalbad\n",
			"Betriebsgebäude Regionalfriedhof\n",
			"Güterschuppen\n",
			"Pumpenwerk\n",
			"Erweiterung Obstannahmestelle\n",
			"Spielunterstand West\n",
			"Gebäudeteil West\n",
			"Scheune Brockenstube\n",
			"Hafenglocke: Häuschen Hafeneinfahrt SBS\n",
			"Cheminéehalle\n",
			"Kantonsschulturnhalle\n",
			"Aussenhälterungsbecken Bachforellen\n",
			"Container Swisscom\n",
			"Feuerwehrdepot, Werkhof\n",
			"Holzschnitzellager\n",
			"Doppelstocktank\n",
			"Jugend-Pavillon\n",
			"Sonderbau, näher zu bezeichnen\n",
			"Toilette bei Kapelle Oetlishausen;\n",
			"Bocciaclub\n",
			"Pferdestall für 3 Pferde\n",
			"Gartenhaus mit Näherbaurecht\n",
			"Sitzplatz\n",
			"Torfhütte Hudelmoos\n",
			"Forst-Schutzhütte\n",
			"GSM-Antenne\n",
			"Betriebsgebäude GSM-Antenne\n",
			"Forstmagazin/Diebsbrünneli\n",
			"Hänkiturm\n",
			"Siegelturm\n",
			"Rhybadi\n",
			"Betriebscontainer\n",
			"Feuerwehrdepot \"Hub\"\n",
			"Treppenhaus\n",
			"Sitzplatz gedeckt\n",
			"Laufstall für Milchkühe\n",
			"Remise und Stall\n",
			"Elektro Verteilkabine\n",
			"Brunnen\n",
			"Rindlistall\n",
			"Liftschacht\n",
			"Doldenhof\n",
			"Gutsbetrieb Brunnegg\n",
			"Hauptbahnhof\n",
			"Haus am See\n",
			"Thermalbad Egelsee\n",
			"MS Steinstrasse\n",
			"Stufenpumpwerk Hohenegg\n",
			"Trafostation Emmerzen\n",
			"Trafostation Häglerstrasse\n",
			"Trafoturm Balmer\n",
			"Kantonsspital\n",
			"Haus K\n",
			"Haus S\n",
			"Garagengebäude Lager\n",
			"Scheune Stall\n",
			"Remise Hühnerstall\n",
			"Trafostation Pfaffenbüel\n",
			"Remise Schopf\n",
			"Eberstall\n",
			"Trafostation Castell\n",
			"Schloss Turm\n",
			"Depot\n",
			"Schopf Garage Remise\n",
			"Schopf Garage\n",
			"Abferkelstall\n",
			"Scheune Garage Werkstatt\n",
			"Remise Garagen\n",
			"Bunker\n",
			"Waldhütte Lindenbühlhau\n",
			"Waldhütte Ribiwies\n",
			"Waldhütte Eichhau\n",
			"Waldhütte Bruderhau\n",
			"Büro Waaghaus\n",
			"Öltankgebäude\n",
			"Trafostation DEGA\n",
			"Schiesskeller\n",
			"Turmstation\n",
			"Schlammentwässserungsgebäude\n",
			"Kesselhaus Wasserbassin\n",
			"Gewächshaus 14\n",
			"Gewächshaus 15\n",
			"Gewächshaus 13\n",
			"Garage Gartenhaus\n",
			"Gewächshaus 16\n",
			"Geräteunterstand\n",
			"Gewächshaus 17 und 18\n",
			"Gewächshaus 11\n",
			"Gerätemagazin\n",
			"Gewächshaus 12\n",
			"Gewächshaus 11a-c\n",
			"Unterstand Geräteraum\n",
			"Circus Royal\n",
			"Delphinarium\n",
			"Dinohalle\n",
			"EGID 400049951\n",
			"Löschposten\n",
			"EGID 400050227\n",
			"EGID 400050233\n",
			"EGID 400050316\n",
			"EGID 400050383\n",
			"EGID 400050470\n",
			"Baute\n",
			"freistehende Garage\n",
			"Trafostation Heid\n",
			"Lift\n",
			"Tierkörpersammelstelle\n",
			"Talstation Skilift\n",
			"Hühnerhaus mit Stall\n",
			"Migros-Verkaufsladen\n",
			"Treppenaufgang\n",
			"Pilgerhäuschen\n",
			"Betriebsgebäude mit Vergärungsanlage\n",
			"südwestlicher Silo\n",
			"Sitzplatzdach\n",
			"Anbau an Lagerhalle Nr. 109 (Parzelle 68\n",
			"Seitenflügel Nord (Zellentrakt)\n",
			"Vogelhaus\n",
			"Fasshaus\n",
			"rechts\n",
			"Silotürme\n",
			"Schopf (gleiche Gebäudenummer wie Wohnh)\n",
			"Waldhütte Mittleri Egg\n",
			"Eugensberg/Sandegg Wohnhaus\n",
			"Wägelipark\n",
			"Carport / Velounterstand\n",
			"Nebengebäude / Werkstatt\n",
			"Legestall\n",
			"Hühnerstall Geflügelmaststall\n",
			"Sitzplatz Louge\n",
			"Remise Werkstatt\n",
			"Holzschnitzelheizung\n",
			"Kraftfutterwerk\n",
			"Portal\n",
			"Schuppen\n",
			"scuola infanzia\n",
			"Carrozzeria Nord\n",
			"Mulino Erbetta\n",
			"SCUOLA MEDIA CASTIONE - PREFABBRICATO\n",
			"MAGAZZINO ARBEDO\n",
			"AET - edificio nord\n",
			"entrata nord\n",
			"Stazione FFS-Atrio e edificio di servizi\n",
			"Villa Turrita\n",
			"LABORATORIO STABILE DRAGONATO BELLINZONA\n",
			"Sede Polizia Militare\n",
			"DPSSP 2509 - officina e magazzino\n",
			"stadio comunale\n",
			"autorimessa 1\n",
			"scuole\n",
			"Autorimessa\n",
			"Maneggio\n",
			"stand balistico e accesso\n",
			"Capannone 1\n",
			"Casa 12-laboratorio\n",
			"magazzino\n",
			"centr. trasf.\n",
			"DPSSP 3202 - ufficio e negozio\n",
			"grotto Torcett\n",
			"Sala Multiuso\n",
			"Unità Porta Antica\n",
			"Magazzino Rabadan\n",
			"Betra SA\n",
			"cantina vinificazione\n",
			"Garage Pansera\n",
			"Oratorio\n",
			"Rustico\n",
			"Servizi tecnici - depositi POLCA\n",
			"Orticola Bassi SA\n",
			"anche mappale 126\n",
			"Palestra\n",
			"Protezione civile\n",
			"Bar Ideal\n",
			"Unità Indipendente\n",
			"Unità Taverna (vicino sub A)\n",
			"Unità Grappa\n",
			"Stalla, fienile\n",
			"Deposito\n",
			"Alpe La Monda\n",
			"Grotto Ila\n",
			"Alpe di Giumello\n",
			"MAGAZZINO FERRIERE GIUBIASCO\n",
			"STAB. AMM. ANDREAZZI - PREFABBRICATO BEL\n",
			"RUSTICO LAB. CANT.-ISTITUTO MICROBIOLOGI\n",
			"Autorimessa; deposito POLCA; stabile G\n",
			"rustico\n",
			"Cantina\n",
			"Cascina\n",
			"Edificio decadente\n",
			"Centrale elettrica\n",
			"Edificio accessorio\n",
			"anche sub c\n",
			"anche sub 7112a\n",
			"Ripostiglio\n",
			"dc 81348\n",
			"Fabbricato rurale\n",
			"Pompa di benzina Mvempik\n",
			"CENTRO ARTI E MESTIERI BELLINZONA - PALE\n",
			"PALASPORT BELLINZONA\n",
			"teleferica Carasso\n",
			"LICEO BELLINZONA - PALESTRE\n",
			"L'Aurelia Risto Sagl\n",
			"Banca Stato\n",
			"CENTRO SISTEMI INFORMATIVI - AMM 4\n",
			"Chiesa S. Biagio Ravecchia\n",
			"camera mortuaria\n",
			"centro est vedi map440 2015\n",
			"DPSSP 24\n",
			"Edificio pure mappale 992\n",
			"Autorimessa + ripostiglio\n",
			"edf su due mappali (988d)\n",
			"Ripostiglio + Cantina\n",
			"uffici\n",
			"Centro commerciale (3187)\n",
			"Tricomix\n",
			"Carrozzeria Pellitteri Sagl\n",
			"Vecchio edificio comunale\n",
			"Rudere\n",
			"DPSSP 1302\n",
			"Capanna Brogoldone - mensa\n",
			"capannone (carrozzeria)\n",
			"Migrol\n",
			"CASA LANDFOGTI LOTTIGNA\n",
			"Ristorante Ca' Nosa\n",
			"Ristorante Nava\n",
			"DPSSP 2842\n",
			"Osteria dello sciatore\n",
			"Comartech SA\n",
			"mapp. 2721\n",
			"EDIFICIO B - CAMPO G+S OLIVONE\n",
			"EDIFICIO A - CAMPO G+S OLIVONE\n",
			"EDIFICIO C - CAMPO G+S OLIVONE\n",
			"Stalla per bovini (0)\n",
			"grotto\n",
			"Grotto al Canvett\n",
			"Vigneto\n",
			"ristorante della filovia\n",
			"Vigna\n",
			"Stalla per bovini (225)\n",
			"4785-4786-4787\n",
			"Stazione partenza funivia Airolo-Pesciüm\n",
			"Centro Turist.S.Gottardo - Rist. Pesciüm\n",
			"azienda agricola\n",
			"stalla\n",
			"stalla diroccata\n",
			"baracca\n",
			"cantina\n",
			"magazzino comunale\n",
			"3912 AC Accantonamento\n",
			"3912 AA - Accantonamento\n",
			"Centro istruzione\n",
			"Comando scuola\n",
			"Officine esistenti\n",
			"Sala Ticino\n",
			"Casa alpina\n",
			"ufficio del patriziato\n",
			"stabile commerciale\n",
			"Asilo\n",
			"osteria Ambrogini\n",
			"Cooperativa Elettrica\n",
			"Parrocchia\n",
			"Segheria\n",
			"stalla-fienile\n",
			"Rustico agricolo\n",
			"Pedrini vini SA\n",
			"Ripsan SA\n",
			"Ufficio Federale delle Strade\n",
			"Aula nel bosco\n",
			"Stand di tiro\n",
			"Centrale Elettrica\n",
			"Casa Alpina\n",
			"edificio non abitabile\n",
			"Magazzino\n",
			"anche mappale 295 e 296\n",
			"Grotto Rodai\n",
			"Stalla, fienile (0)\n",
			"Grotto val d'ambra\n",
			"Edificio comandi AET\n",
			"anche sub.42a\n",
			"anche sub 41b\n",
			"teleferica\n",
			"Officina meccanica\n",
			"DMF (militare)\n",
			"Oratorio di San Nicolao\n",
			"sub. a / b\n",
			"CENTRO D'ECOLOGIA PIORA\n",
			"Stalla per bovini\n",
			"A+B\n",
			"Scuola elementare\n",
			"uffici e commerci\n",
			"Tennis Club\n",
			"est\n",
			"autosilo\n",
			"chiosco e snack bar\n",
			"Teatro San Materno\n",
			"Schober floricultura\n",
			"castello San Materno\n",
			"Terreni alla Maggia SA\n",
			"Piscina\n",
			"giardiniere\n",
			"ovest\n",
			"industria\n",
			"magazzino comunale e bocce\n",
			"Casa Parrocchiale\n",
			"centro comunale mercato coperto\n",
			"sedime / vigna\n",
			"grottino\n",
			"vecchia mappa RFP 2308\n",
			"impianto produzione diga della Verzasca\n",
			"vecchio RFP 196\n",
			"Centro Form. Prof. SSIC\n",
			"militare\n",
			"SSIC\n",
			"Centrale teleriscaldamento SSIC\n",
			"laboratorio\n",
			"Garni Rosa delle Alpi\n",
			"Residenza alla Cascata\n",
			"subalterno b\n",
			"Biglietteria\n",
			"Bar, caffé, ristorante\n",
			"ristorante tennis\n",
			"Centro Balneare Regionale & SPA\n",
			"Dipart.della Sanita' Centro diurno\n",
			"DPSSP 5485\n",
			"Impianto Depurazione Acque\n",
			"Cassa - snack bar e servizi falconeria\n",
			"edificio su sub. D, E e F\n",
			"DPSSP 5448\n",
			"capannone discarica\n",
			"Deposito Fondazione Arp\n",
			"Centrale termica Morettina SES\n",
			"CENTRO PROF. COMMERCIALE - CASETTA\n",
			"Capannone nautico Di Domenico\n",
			"Uffici\n",
			"Casa colonica\n",
			"vedi 1768b\n",
			"DPSSP 5472\n",
			"Casa Bastoria\n",
			"268-270\n",
			"DPSSP 5449\n",
			"DPSSP 5487\n",
			"Anche mappale 3035\n",
			"DPSSP 3047\n",
			"entrata su mappale 592\n",
			"Entrata su mappale 2541\n",
			"DPSSP 3437\n",
			"Autorimessa (0)\n",
			"Sala Enrico Bullinger (refettorio)\n",
			"Sala Anna Zwingli (refettorio)\n",
			"Locali cucina e docce\n",
			"Laboratorio (falegnameria)\n",
			"Ex asilo\n",
			"con 692 e 693\n",
			"Anche mappale 3032\n",
			"1053-1054\n",
			"Sub. B\n",
			"Casa Rea\n",
			"anche sub. 1756a\n",
			"Casa Siro\n",
			"Sala congressi + snack bar + palestra\n",
			"5 domicili su 90a\n",
			"Capannone (piu' piani) (204)\n",
			"Abitazione da 3 a 10 appartamenti (87)\n",
			"est2\n",
			"anche sub. 956a\n",
			"Casa Giorni Sonori\n",
			"poligono MU da modificare\n",
			"sud1\n",
			"castello Pedrazzini\n",
			"D.L. STRADE PVL MAPPO - TENERO\n",
			"est3\n",
			"sud2\n",
			"CASA PATRIZIALE\n",
			"ALLOGGI PER IL PERS. CENTRO SOCIALE\n",
			"museo\n",
			"ex-Ristorante Onsernone\n",
			"anche sub. 2019a\n",
			"anche sub. 2321a\n",
			"Aviorimessa\n",
			"Albergo Tropical\n",
			"secondo edificio\n",
			"baracca agricola in vigneto\n",
			"CHIESA PARROCCHIALE\n",
			"edificio inabitabile\n",
			"map. 167-157\n",
			"Campeggio al Parco d'Oro\n",
			"Bagno pubblico\n",
			"nord2\n",
			"Officina\n",
			"DPSSP 731\n",
			"ovest2\n",
			"Fattoria La Pianca\n",
			"anche sub. 232c\n",
			"depositi e parcheggi coperti\n",
			"ristorante\n",
			"centro diurno\n",
			"ex scuola\n",
			"Südpack Bioggio SA\n",
			"Ristorante Vedeggio\n",
			"impianto smaltimento rifiuti\n",
			"Gucci\n",
			"nord1\n",
			"Lido Comunale\n",
			"Chiesa di San Carpoforo\n",
			"Ex Coop\n",
			"stesso indirizzo che mappale 261\n",
			"nord\n",
			"ristorante Centrale\n",
			"chiesa\n",
			"acquedotto\n",
			"centro sportivo\n",
			"SCUOLA MEDIA CANOBBIO - CASA CUSTODE\n",
			"SCUOLA MEDIA CANOBBIO - STALLA\n",
			"MAGAZZINO STRADE CASLANO\n",
			"Impianto di protezione civile\n",
			"est1\n",
			"Chiesa\n",
			"Alambicco\n",
			"anche mappale 1221\n",
			"carrozzeria\n",
			"Casa Brenchio\n",
			"atelier\n",
			"Centro\n",
			"Camping Moretto\n",
			"Scuola Elementare\n",
			"Scuola dell'infanzia\n",
			"Consorzio depurazione acque\n",
			"grotto Bivio\n",
			"sala multiuso\n",
			"con 648\n",
			"Impresa pittura Maglione\n",
			"Baracca\n",
			"sub. A\n",
			"Edicola\n",
			"vedi anche map78\n",
			"Emil Frey SA - agenzia mini\n",
			"Carrozzeria Serta\n",
			"Ibsa SA\n",
			"mapp.196\n",
			"La Posta\n",
			"Banca Raiffeisen\n",
			"Cà d'Alfonso\n",
			"Centrale Telefonica Viganello\n",
			"Chiesa Parrocchiale Brè\n",
			"segheria\n",
			"Patriziato di Colla\n",
			"Stabile sociale\n",
			"Casa monofamigliare o bifamigliare (12)\n",
			"LAC: entrata fornitori e personale\n",
			"Casa monofamigliare o bifamigliare (36)\n",
			"Ex Municipio\n",
			"Chiesa - Oratorio San Rocco\n",
			"Autosilo\n",
			"capannoni zona centrale ovest\n",
			"capannone zona centrale ovest\n",
			"Propriet+ Vismara\n",
			"SIMFINA SA\n",
			"sud\n",
			"Stabile Casa Rossa\n",
			"fabbricato\n",
			"altro edificio\n",
			"Ufficio postale\n",
			"Golf Club Lugano\n",
			"ovest1\n",
			"Magazzino pubblico\n",
			"DPSSP 841\n",
			"DPSSP 820\n",
			"Garage Canonica SAGL\n",
			"Geberit SA\n",
			"Sala Aragonite\n",
			"magazzno\n",
			"Grotto\n",
			"Macelleria\n",
			"camping Paradiso\n",
			"Stallone\n",
			"mappale 329\n",
			"edificio 2\n",
			"reception e servizi del camping Palazzin\n",
			"Atelier + vari uffici/non abitativo\n",
			"Snack Al Porto\n",
			"castello diroccato\n",
			"Parco Scherrer (Villa)\n",
			"biglietteria navigazione e ufficio turis\n",
			"Scuderia\n",
			"Tettoia - sostra (0)\n",
			"Autorimessa privata\n",
			"Cà del Sole\n",
			"Dependance clinica\n",
			"1063a\n",
			"Rustico - \"zona sopra Nerocco\"\n",
			"Sala Polivalente\n",
			"Lavanderia ed uffici\n",
			"Legnaia\n",
			"Stand di Tiro - senza # civico\n",
			"Palazzo \"Galileo\"\n",
			"non abitabile\n",
			"acquedotto comunale\n",
			"Chiosco di fronte alla stazione\n",
			"Blocco C - TREVANO\n",
			"Magazzino comunale Risciago\n",
			"CST CANOBBIO - CENTRALE TERMICA\n",
			"CST CANOBBIO - CENTRALE DI POMPAGGIO\n",
			"Stabile amministrativo\n",
			"Casa Miramonte\n",
			"sub a e b\n",
			"salone comunale\n",
			"Atlantide\n",
			"LICEO LUGANO 2 SAVOSA\n",
			"laboratorio falegnameria\n",
			"garage autopostali\n",
			"centro La Cisterna\n",
			"Chiesa Cattolica\n",
			"edificio accessorio\n",
			"Cancelleria\n",
			"Mondini SA\n",
			"Reception villaggio\n",
			"sub C\n",
			"RUSTICO SCUOLA MEDIA CAPRIASCA - TESSERE\n",
			"Ufficio\n",
			"legnaia-rispostiglio\n",
			"Bocciodromo\n",
			"stallone adibito a magazzino\n",
			"DPSSP 1214\n",
			"DPSSP 1209\n",
			"Ravetta\n",
			"Casa La Castellana\n",
			"locale hobbie inconrti\n",
			"Villa Argentina (centro terapeutico)\n",
			"Casa monofamigliare o bifamigliare (56)\n",
			"Casa monofamigliare o bifamigliare (0)\n",
			"municipio\n",
			"darsena\n",
			"depandance\n",
			"vedi anche map909\n",
			"dormitorio sc americana\n",
			"locale esposizione\n",
			"capanna\n",
			"Nimis\n",
			"Magazzino colombi pittura\n",
			"Stazione di Servizio COOP\n",
			"magazzino garzoni sa\n",
			"coach house\n",
			"Associazione calcio Arosio\n",
			"La Posta, Il Castagno\n",
			"Colonia\n",
			"Palazzo Postale\n",
			"Palestra e Osteria Corte del Duca\n",
			"Scuole e uffici comunali\n",
			"Touring Club Svizzero\n",
			"Palestra 14\n",
			"Ristorante Alpe Foppa\n",
			"l'abitazione entra dal 37 via bigatera 6\n",
			"Splash & Spa\n",
			"Centro logistico del Monte Ceneri\n",
			"Refettorio 20\n",
			"Istruzione 23\n",
			"Istruzione 05\n",
			"Istruzione 10\n",
			"Infermeria 27\n",
			"Museo della radio\n",
			"Centro sportivo QUADRIFOGLIO\n",
			"map. 1230 e 1231\n",
			"Edi 54\n",
			"falegnameria\n",
			"edificio 1\n",
			"Negozio\n",
			"Magazzino SUD\n",
			"Magazzino NORD\n",
			"Pista del ghiaccio\n",
			"mensa\n",
			"negozio-cassa distributore\n",
			"Collegiata di S.Vittore\n",
			"Palapenz\n",
			"Autorimessa Autolinea Mendrisiense SA\n",
			"abitazione registrata su 11156168\n",
			"Ex 652\n",
			"Pre-Asilo; sede SAM, sede Scout\n",
			"Serbatoio\n",
			"Castel S. Pietro\n",
			"farmacia\n",
			"Dogana commerciale\n",
			"Sala polivalente\n",
			"Max Museo\n",
			"Altro edificio stazione\n",
			"GENDARMERIA CHIASSO\n",
			"IAC MEZZANA - EX TORCHIO\n",
			"IAC MEZZANA - CANTINA\n",
			"palestra della scuola\n",
			"Area di Servizio Coldrerio dir. Nord-Sud\n",
			"Palazzo Turconi\n",
			"Laboratorio, officina (145)\n",
			"fabbrica\n",
			"Ex casa comunale\n",
			"Casa Von\n",
			"Museo dei fossili\n",
			"Museo Vela\n",
			"Sala multiuso\n",
			"MAGAZZINO STRADE MENDRISIO\n",
			"ripostiglio\n",
			"Deposito (un solo piano) (126)\n",
			"SOCIETA' FILARMONICA, TREMONA\n",
			"Argor-Heraeus SA (edificio H)\n",
			"Deposito Gialdi Vini SA e Brivio Vini SA\n",
			"OSC MENDRISIO - VERBENA\n",
			"Abitativo tutto registrato in 11159414\n",
			"Atalex\n",
			"mappale 308\n",
			"Ecocarwash SA\n",
			"Edificio A\n",
			"Est\n",
			"Nord\n",
			"edf RF 352\n",
			"piscina comunale\n",
			"tribuna campo di calcio\n",
			"Garage Bonfanti SA\n",
			"Casa 1\n",
			"SCUOLA MEDIA MENDRISIO\n",
			"commerciale\n",
			"cons. depurazione acque\n",
			"2370\n",
			"chiesa sconsacrata\n",
			"(tettoia/magazzino presente in MU)\n",
			"pollaio\n",
			"Abitazione da 3 a 10 appartamenti (599)\n",
			"Cereghetti\n",
			"Gelateria\n",
			"Laboratorio1\n",
			"Casello\n",
			"con mappali 2623 e 311\n",
			"SCUOLA MEDIA STABIO - PALESTRE\n",
			"Edificio F\n",
			"Edificio NA\n",
			"Piscina comunale Chiasso\n",
			"Ufficio sub. E\n",
			"Abitazione registrata in 313b\n",
			"Casa Lura\n",
			"AFOR\n",
			"stand di tiro\n",
			"Centrale telefonica\n",
			"inabitabile\n",
			"VIVAIO FORESTALE LATTECALDO - UFFICI\n",
			"da casa in ufficio\n",
			"officina meccanica\n",
			"autorimessa\n",
			"vedi diritto superficie 5030/Helsinn\n",
			"grotto (con 2323a, 2324a, 2325b)\n",
			"ostello\n",
			"B&B e cantina vitivinicola\n",
			"edificio non abitato\n",
			"si trova tra 2923 e 2926\n",
			"non piu' abitabile\n",
			"grotto privato\n",
			"edificio non piu' abitabile\n",
			"rifugio contadino\n",
			"spazi commerciali\n",
			"Di Ascenzo\n",
			"Casa \"Cavalier Pellanda\"\n",
			"DPSSP 5414 - Pista di ghiaccio\n",
			"DPSSP 5470\n",
			"Rifugio per animali\n",
			"Magazzino SES\n",
			"con 3841b\n",
			"UFFICIO VIA AI CHIABI BIASCA\n",
			"DEPOSITO UPSA BIASCA\n",
			"CENTRO PROFESSIONALE BIASCA - PALESTRA\n",
			"Piccola stalla (0)\n",
			"Destinazione ignorata (0)\n",
			"Ex deposito SES\n",
			"Museo fortino\n",
			"Tiro piattello\n",
			"DPSSP 5029\n",
			"Valtennis\n",
			"DPSSP 5437\n",
			"Ex magazzino metallo\n",
			"Chiosco\n",
			"Frantoio\n",
			"Eco-centro\n",
			"Ristorante\n",
			"Uffici Forestale Circondario 2\n",
			"edificio RF 897\n",
			"laboratorio scultura granito\n",
			"Garage Paiona\n",
			"autorimessa e ufficio\n",
			"Baracca militare trasf in Centro Sciresa\n",
			"Albergo Edelweiss\n",
			"Ristorante Sciovia\n",
			"Ex mappale 3675\n",
			"scout\n",
			"Ex mappale 2616\n",
			"Ex mappale 3200\n",
			"Ex mappale 4872\n",
			"Ex mappale 5224\n",
			"Ex mappale 6094\n",
			"PRETORIO CEVIO\n",
			"DPSSP 1371\n",
			"Centro dell'Artigianato di Vallemaggia\n",
			"Garage Inselmini\n",
			"Stabile amministrativo (131)\n",
			"Piscina comunale\n",
			"Palestra comunale\n",
			"Stabile Banca Raiffeisen\n",
			"Casa Sabrina\n",
			"Osteria Sascola\n",
			"Ristorante Tennis Club\n",
			"Giumaglio 796\n",
			"Ripostiglio (0)\n",
			"Rustico (0)\n",
			"Osteria Brontallo\n",
			"Rustico A\n",
			"Rustico B\n",
			"ex mappale 408\n",
			"Centro sportivo\n",
			"Centrale teleriscaldamento\n",
			"Caseificio+wc+cucina+legnaia\n",
			"Casa utilizzata come deposito\n",
			"ab abitazione registrata su 274000106\n",
			"Stazione di servizio e studio fisio\n",
			"Ristorante Cimetta\n",
			"EDF pure su RF 29 e 31\n",
			"EDF pure su RF 435\n",
			"anche sub. 786a\n",
			"stalla, fienile\n",
			"Cantina vinicola\n",
			"centrale Swisscom\n",
			"Grotto Brunoni\n",
			"Tettoia pompe di benzina\n",
			"FART\n",
			"Ca di Müsc\n",
			"Grotto ai Serti\n",
			"Magazzini Plank\n",
			"stazione Borgnone\n",
			"stazione Centovallina\n",
			"MAGAZZINO STRADE - DEPOSITO INTRAGNA\n",
			"Prefabbricato\n",
			"51788 Riattazione rustico\n",
			"Casa Doganale No 2\n",
			"Clinica\n",
			"Paradiso Edifors\n",
			"Ristorante Martini\n",
			"ex scuola dell'infanzia\n",
			"Militare\n",
			"MAGAZZINO STRADE MAGADINO\n",
			"Magazzino comunale\n",
			"Soleil Levant\n",
			"Chalet en la Vuarpelénaz\n",
			"couvert - curling\n",
			"Les Papillons\n",
			"Chalet Le Papou\n",
			"Antagnes\n",
			"En Sonnaz\n",
			"6.1\n",
			"Annexe\n",
			"Chenil Albion\n",
			"Bâtiment regroupé\n",
			"La Loge\n",
			"Entrées sur parcelle 532, EGID 9031650\n",
			"La Colombe\n",
			"Dépendence\n",
			"Dépendance\n",
			"Réservoir de l'Epine\n",
			"Pré-Jaillet\n",
			"Café Ruen Thai\n",
			"Eglise Evangélique Réf.\n",
			"Café-Restaurant du Marché\n",
			"La Pétroule\n",
			"Le Tabagnoz\n",
			"Restaurant d'alpage de Basse Ruche\n",
			"Dépot\n",
			"L'Archette (à vérifier)\n",
			"Villa Mon-Goût\n",
			"Habitation avec affectation mixte\n",
			"Le Patio\n",
			"Bâtiemnt B\n",
			"Chalet Mitoya\n",
			"Magasin?\n",
			"pas cadastré\n",
			"Restaurant La Vieille Ferme\n",
			"Lezardière\n",
			"Clinique Valmont\n",
			"Musée du Vieux Montreux\n",
			"Restaurant des Trois Sifflets\n",
			"Garage Heldner\n",
			"Schulhaus Ost Kindergar.\n",
			"Evangelische Schule\n",
			"Güterverwaltung/Bürogebäude\n",
			"Sportzentrum\n",
			"Haus Olimpica\n",
			"Center Saltina\n",
			"Coop Bau und Hobby\n",
			"HISAG AG\n",
			"Werkhof Forst (Chalchofen)\n",
			"Gemeinde und Burgerhaus\n",
			"Gerätehaus / Gartenhaus\n",
			"Gemeindehaus / Ecomuseum / Tourismus\n",
			"Ruine Halta\n",
			"landw. Gebäude\n",
			"Scheune-Stall\n",
			"Zentrale EES\n",
			"übrige Gebäude\n",
			"Luftseilbahn Rosswald\n",
			"Kraftwerk Gondo\n",
			"Zimmer\n",
			"Wohnhaus mit Stall\n",
			"Ziegenstall\n",
			"Depot SDR\n",
			"Fest.Wache\n",
			"Fest. Wache\n",
			"Café St-André\n",
			"Grange\n",
			"Gravière du Rhône\n",
			"Transport\n",
			"La Potagère\n",
			"Carrupt Jérôme dépôt\n",
			"Caveau\n",
			"Mobilhome\n",
			"Halle Valélectric Farner SA\n",
			"Garage des Fontannes\n",
			"Imprimerie\n",
			"Halle commerciale\n",
			"Agom\n",
			"Servicestation AGIP\n",
			"Centre artisanale Les Rottes\n",
			"Dépôt Coop\n",
			"Discothèque\n",
			"Dépôt Rossier\n",
			"Dépôt Point-Vert\n",
			"Halle Provins\n",
			"Etable\n",
			"Centrale swiscom\n",
			"Garage - exposition de voitures\n",
			"Rest. fast food\n",
			"Conthey Centre\n",
			"Udry Cuisines, dépôt\n",
			"Carrosserie et Garage FIPA\n",
			"Martignoni J.-M. Génie Civil\n",
			"Menuiserie Broccard-Fournier\n",
			"Dépot des Bouillets\n",
			"Ancien magasin\n",
			"menuiserie\n",
			"Buvette de la Patinoire\n",
			"Départ Téléphérique Col des Gentianes\n",
			"Buvette de Tortin\n",
			"Menuiserie Agencement\n",
			"Laiterie de Brignon\n",
			"Atelier F. Délèze Sanitaire et Chauffage\n",
			"Menuiserie Jean-Pierre Délèze\n",
			"Swisscom Antenne radio/tv\n",
			"Entreprise Renovacolor\n",
			"Local de la Chanson de la Montagne\n",
			"La Rive Fleurie\n",
			"La Bergerie\n",
			"garage du Canada\n",
			"Bâtiment feu\n",
			"Café-Restaurant de Moay\n",
			"Salle Communale\n",
			"Chalet Mont-Fleuri\n",
			"Refuge des Dents du Midi\n",
			"Gare des Ruinettes\n",
			"Mazot Le Cradzet\n",
			"Bâtiment Caliméro\n",
			"Immeuble Grapimey / Bristol\n",
			"Slot\n",
			"Orny\n",
			"Chalet Tri-Angle\n",
			"Chalet Avalentze\n",
			"Chalet Spireos\n",
			"Tire-Bouchon\n",
			"Asclépiade\n",
			"Café de Villette\n",
			"Immeuble Le Messager\n",
			"Restaurant Le Rouge\n",
			"Chalet Gai Matin\n",
			"Restaurant du Centre sportif\n",
			"Café de la Promenade\n",
			"Garage Balleys\n",
			"Garage Villette\n",
			"Charpenterie\n",
			"Restaurant des Attelas II\n",
			"Bât. Téléverbier\n",
			"Camping des Melèzes\n",
			"chalet B\n",
			"Abattoirs\n",
			"UAPE\n",
			"Laiterie Nouvelle\n",
			"Buvette de la Marlenaz\n",
			"Chalet La Côt\n",
			"Les Trois Couronnes B et C\n",
			"Chalet Chez Marély\n",
			"Chalet Solitaire\n",
			"Mazot\n",
			"2e batiment\n",
			"Tzane\n",
			"Rustica Mazot\n",
			"Rustica Garage\n",
			"Galisard Mazot\n",
			"Micro-centrale Tintaz\n",
			"Chambre de Chlorage\n",
			"Réservoir du Dzora\n",
			"Station de captage Plan de la Dzeu\n",
			"Réservoir de Dabone\n",
			"Chambre du Mayentzet\n",
			"Station la Tarpe\n",
			"Retenue collinaire de Monayeu\n",
			"Step Profray\n",
			"BEP Médières\n",
			"Réservoir de Sarreyer\n",
			"Réservoir de Versegères\n",
			"Réservoir du Châble\n",
			"Réservoir du Cotterg\n",
			"Réservoir de Montagnier\n",
			"Réservoir de Bruson\n",
			"Réservoir de Médières\n",
			"Réservoir de Fontenelle\n",
			"Réservoir de Combavouatsi\n",
			"Réservoir de la Morintze\n",
			"Réservoir & pompage Moay\n",
			"Réservoir d'Alani\n",
			"Réservoir de la Cot\n",
			"Réservoir de Plan Varouet\n",
			"Microcentrale & Installation solaire\n",
			"Station de filtration des Ruinettes\n",
			"Station Tournelle infer.-filtration\n",
			"Microturbine, auxill, solaire\n",
			"Réservoir Mayentset\n",
			"Réservoir Champsec\n",
			"Pompage la Planche\n",
			"Installation solaire\n",
			"Chapelle de Lourtier\n",
			"Salon de coiffure\n",
			"Ferme\n",
			"Kiosque\n",
			"Servicestation\n",
			"Hôtel Grand-St-Bernard\n",
			"Station-Service ARAL\n",
			"Maison Bourgeoisiale\n",
			"Centrale de Palasuit\n",
			"Restaurant De Dranse\n",
			"Restaurant De Bavon\n",
			"E.R.V.E.O.\n",
			"Local FC Orsières\n",
			"Restaurant de la Breya\n",
			"station départ télésiège Champex\n",
			"Gravière\n",
			"Four de Soulalex\n",
			"Four de Prassurny\n",
			"Four de Reppaz\n",
			"four de Chez-les-Reuses\n",
			"Four de Verlonnaz\n",
			"Four de La Douay\n",
			"Laiterie de Reppaz\n",
			"Four de Somlaproz\n",
			"FMO\n",
			"FMO pont du Siphon\n",
			"cabane des Chasseurs\n",
			"Four des Arlaches\n",
			"Congélateur de Praz-de-Fort\n",
			"Batiment Pro forteresse\n",
			"Laiterie de La Fouly\n",
			"Electricité d'Emosson SA\n",
			"Batim. Swisscom\n",
			"Batim. Téléchampex\n",
			"Camping Moulin Dallèves\n",
			"Cabane du Lein\n",
			"Rest.Zur Brücke\n",
			"Landschaftsparkbüro\n",
			"Zentrale GKW\n",
			"Altes Postgebäude\n",
			"Bergstation Eggishorn\n",
			"Camping Zur Brücke\n",
			"Stallumbau\n",
			"Ancienne scierie\n",
			"Le Mazot\n",
			"Réservoir\n",
			"Cabanon départ téléski\n",
			"L'Alchémille\n",
			"Boulangerie Métrailler\n",
			"Le Centre Scolaire\n",
			"Dépôt communal\n",
			"Dépôt d'entreprise\n",
			"Laiterie Les Haudères\n",
			"Chevrier Sport\n",
			"Abris PC Les Haudères\n",
			"Garages\n",
			"Camping Sanitaires\n",
			"Ecole de Ski\n",
			"Le Grand Bornè\n",
			"Départ Télésiège\n",
			"Rûcher\n",
			"Cabanon\n",
			"Couvert\n",
			"Grenier\n",
			"Cabanon jardin\n",
			"Atelier Swisscom\n",
			"Stand de Tir\n",
			"Cave\n",
			"Atelier-dépôt\n",
			"Chalet\n",
			"Dépôt ESR\n",
			"Atelier-Dépôt\n",
			"Carnotzet\n",
			"Grange-écurie\n",
			"Les Pics Bois\n",
			"Office du tourisme\n",
			"FC Evolène\n",
			"Bloc sanitaire\n",
			"Atelier Grande-Dixence\n",
			"Lo Pitik Greni\n",
			"La Grange\n",
			"Ancienne Forge\n",
			"Le Petit Café\n",
			"Carnotzet Les Alpes\n",
			"Réduit\n",
			"Alba\n",
			"Local de service\n",
			"Prarion\n",
			"Espace loisirs\n",
			"Menuiserie Fauchère\n",
			"dépôt\n",
			"Clapier\n",
			"Abri\n",
			"laiterie\n",
			"Ancienne Ecole Ménagère\n",
			"station intermédiaire parcours à chevaux\n",
			"rûcher\n",
			"Infirmerie à bétail\n",
			"Écurie à chevaux\n",
			"Écurie à génisses\n",
			"La Chèque\n",
			"La Combettà\n",
			"Office des poursuites et faillites\n",
			"Restaurant La Dzorniva\n",
			"Centre d'accueil polyvalent\n",
			"Burgerhaus / Altes Gemeindehaus\n",
			"Restaurant Chesa Teretschen\n",
			"Restaurant Weidstübli\n",
			"Hotel Bain Sain Laurent\n",
			"Restaurant City\n",
			"Betonanlage Schnyder\n",
			"Kraftwerk Oberems\n",
			"Konsum\n",
			"Stallung Blüämatt\n",
			"Stall Steihüs\n",
			"Schützenhaus Kapelle\n",
			"Camping Swiss-Plage\n",
			"Restaurant Camping Swiss-Pl.\n",
			"Halle Sportfit\n",
			"Gebäude Metafa\n",
			"Industriehalle Reco Méqanique\n",
			"Weinhandlung Josef Glenz & Töchter\n",
			"Lagerhalle Cave St. Philippe\n",
			"Garage Savalogis SA\n",
			"Johanniterkomturei Gemeinde\n",
			"Rebhäuschen\n",
			"Vins des Chevaliers\n",
			"Cave du Chene\n",
			"Kellerei Vouilloz Weine\n",
			"Kapelle St. Wendelin\n",
			"Sender\n",
			"Schmieden\n",
			"Centre scolaire des Valettes\n",
			"Cave Provins Valais\n",
			"Dépôt de fruits et légumes\n",
			"Café des Follatères (bureaux Nunatak)\n",
			"Café de l'Union\n",
			"Mazot partie Nord\n",
			"Mazot partie Sud\n",
			"Mazot partie Ouest\n",
			"Mazot partie Est\n",
			"Café du Chavalard\n",
			"grange\n",
			"Ecole de Branson\n",
			"Café de l'Avenir\n",
			"Caves Carron\n",
			"Atelier du Petit-Pont\n",
			"Atelier Menuiserie\n",
			"Garage Challenger\n",
			"Ancien Collège de Saxé\n",
			"Dépôt frigorifique\n",
			"Espace Vert Nicollier\n",
			"Places de parc - lavage - DEC\n",
			"Dépôt agricole - Thétaz vins Sàrl\n",
			"garderie d'enfants\n",
			"Atelier TéléOvronnaz\n",
			"Centre thermal\n",
			"Step\n",
			"Travaux publics, TP\n",
			"Carrosserie de l'Ardevaz\n",
			"Carrosserie de Stade\n",
			"Horlogerie\n",
			"Garage Peugeot\n",
			"Crèche P'tit Bouchon\n",
			"Café de la COOP\n",
			"Carrière d'Ovronnaz\n",
			"Rest. de Jorasse\n",
			"Centre thermal, administration\n",
			"Atelier de Photo\n",
			"Usine hydroélectrique d'Emosson SA\n",
			"Migros-Valais\n",
			"Grenette\n",
			"Pavillon scolaire Finettes\n",
			"Sellerie\n",
			"Patinoire\n",
			"C&A Mode\n",
			"Servicestation Gulf\n",
			"Servicestation BP\n",
			"Centre commercial Migros\n",
			"Hôtel Campanil\n",
			"Station de la Tour / SOCAR\n",
			"Brico-Coop\n",
			"Stade d'Octodure\n",
			"Garage Mitsubishi / Subaru\n",
			"Ecole de Musique\n",
			"Usine électrique\n",
			"Villa Tissières\n",
			"Versilia\n",
			"Le Sphinx\n",
			"Service industriel\n",
			"ALPIQ\n",
			"Archives communales\n",
			"Garage Audi\n",
			"Garage Transit\n",
			"Frehner Carrelage\n",
			"Garage TCS\n",
			"Challenger\n",
			"STEP de Martigny\n",
			"DDP de 12379\n",
			"Entrepôts frigorifiques\n",
			"Atelier 13\n",
			"Musée et Chiens St-Bernard\n",
			"Centre Comedor\n",
			"IDEARK\n",
			"858\n",
			"Les Thésys\n",
			"Relais de Bovinette\n",
			"281\n",
			"Mazot Thérèse\n",
			"Abri-couvert de Charavex\n",
			"Les Nérouds\n",
			"846\n",
			"Les Marmottes\n",
			"scierie Fournier\n",
			"Buvette Chez Simon\n",
			"Triage forestier des 2 rives\n",
			"usine de bieudron\n",
			"carrosserie Hot Bull\n",
			"chauffage sanitaire Fernand Favre\n",
			"Ecole Fleur de Mai\n",
			"new Eglise\n",
			"ancienne église, crypte\n",
			"EMS\n",
			"Dépôt communal et STEP\n",
			"Concept Vidéo\n",
			"Office du Tourisme\n",
			"Atelier Rosset Pascal\n",
			"Maison de paroisse (Maison du village)\n",
			"Dépôt Haefliger\n",
			"Dépôt Michellod Michel\n",
			"Etablissement Chappot\n",
			"l'Etape\n",
			"Dépôt Etrasa\n",
			"Fruitex\n",
			"Valnaturel\n",
			"Casino de Saxon\n",
			"Garage Biffiger\n",
			"Majo\n",
			"Cabane CAS\n",
			"Café + Téléphérique\n",
			"Centre sportif\n",
			"Bâtiment communal /scolaire\n",
			"Départ du Télésiège\n",
			"Raffinerie\n",
			"Immeuble Café de la Treille\n",
			"Bâtiment 8 nord\n",
			"Buvette Raffinerie\n",
			"Bâtiment d'école\n",
			"Maison de la Cour\n",
			"Acomet\n",
			"Shop et Station service Migrol\n",
			"Ancienne station pompage\n",
			"Bâtiment 8 Sud\n",
			"Local CFF\n",
			"Douane\n",
			"Le Château\n",
			"Station essence Migrol\n",
			"Logement\n",
			"remise\n",
			"Chez Reine\n",
			"Soix d'en Bas\n",
			"Soix d'en Haut\n",
			"Restaurant des Mossettes\n",
			"Buvette des Bains\n",
			"Dépôt Vieux SA\n",
			"Bâtiment Ecole à Revereulaz\n",
			"Restaurant Le Tseudron\n",
			"Télé-Torgon (bureau)\n",
			"Station d'épuratoin des eaux STEP\n",
			"DFSA Tôlerie industrielle SA\n",
			"Manoir du Vigneron\n",
			"St Bernard Viandes Séchées\n",
			"LEMCO SA\n",
			"Steiger Participation\n",
			"BACHEM SA\n",
			"Exposition meubles\n",
			"Bibliothèque\n",
			"Centrale Thermique\n",
			"Ecole cant. d'agriculture, Les Barges\n",
			"Château\n",
			"Salle Arthur Parchet\n",
			"Dépôt TP\n",
			"Bergerie\n",
			"Centre de secours incendie du Haut-Lac\n",
			"Halle Portmann\n",
			"Microprécision Electronics Holding SA\n",
			"Halle industrielle\n",
			"Dépôt peinture\n",
			"Station téléphonique\n",
			"Station de pompage CTV\n",
			"Entrepôts entreprise de construction\n",
			"La Cheseule\n",
			"Elektrizitätswerk Massa\n",
			"Kindergarten/Schulhaus\n",
			"König Johanna\n",
			"Schreinerei Zur Brücke\n",
			"landwirtschaftl. Gebäude Biffiger M.\n",
			"Hitta\n",
			"Seilbahnturm\n",
			"Schlacht- / Backhaus\n",
			"Raiffeisenbank\n",
			"Stall Bewirtschafter Wenger Jörg\n",
			"Stall Betriebsgem. Kummer\n",
			"Stiftung Kapelle Golmenegg\n",
			"Stadel\n",
			"Bergrestaurant/Berghütte\n",
			"Restaurant Tellialp\n",
			"Restaurant Alpenrösli\n",
			"Gemeindeverwaltung/MZH\n",
			"Scheune/Stall\n",
			"Luftseilbahn Raron-Eischoll /Bergstation\n",
			"Garagenbetrieb Bayard\n",
			"Schulhause\n",
			"Garage Hollandia\n",
			"Burgerstube\n",
			"Altes Schulhaus (Gemeindekanzlei)\n",
			"Katholische Pfarramt\n",
			"Schulhaus KG + PS\n",
			"Talstation Luftseilbahn Raron-Eischoll\n",
			"Rinderzuchtstall\n",
			"Bergrestaurant Ginals\n",
			"Rilag\n",
			"Restaurant Zudili\n",
			"Schneebar\n",
			"Restaurant / Hallenbad\n",
			"Hotel Furri-Hitta\n",
			"Stall-Remise Martig\n",
			"Les Epines\n",
			"Ferme du Rhône\n",
			"Carrosserie des Barres\n",
			"Café-Restaurant du Barrage d'Emosson\n",
			"Cabane Club Alpin Suisse\n",
			"Poste Gardes-Frontière\n",
			"Ecole de Finhaut\n",
			"Ferme Knobel\n",
			"Grange 3 Knobel\n",
			"Granges 1 et 2\n",
			"Valco\n",
			"Grange Gahler\n",
			"Le Clair de Lune\n",
			"Banque Raiffeisen\n",
			"Salanfe SA\n",
			"Garage - Daenzer\n",
			"Ferme \"Chênes\"\n",
			"Etable de Vercorin\n",
			"Paroisse catholique-anc. église\n",
			"Téléphérique SA Chalais-Vercorin\n",
			"Salle de conférence\n",
			"Gsponer\n",
			"Mayen Blanc\n",
			"Garage Le Devin\n",
			"Garage La Dellège\n",
			"Dépôt / Cave\n",
			"Cave La Romaine\n",
			"Cave Cordonier & Lamon\n",
			"Atelier / Dépôt\n",
			"Restaurant Chez Nanette\n",
			"Cave du Lac\n",
			"Café du Lac Souterrain\n",
			"Ecole primaire+enfantine\n",
			"Caveau Bétrisey Ch. & A.\n",
			"Boulangerie Balet\n",
			"Château de Venthône\n",
			"Maison Perretan\n",
			"Bât. Amoos\n",
			"Musée\n",
			"Imm. Les Crêtes A Station Service\n",
			"La Fontana\n",
			"Menuiserie Antille Cédric\n",
			"Buvette La Marmotte K10064\n",
			"Pension Centrale\n",
			"Office tourisme Aminona\n",
			"Télécabines Violettes\n",
			"Restaurant de la Plaine-Morte\n",
			"La Source\n",
			"Cave St-Claire\n",
			"Alpage de Prabaron\n",
			"Bâtiment bourgeoisial\n",
			"Salle du Conseil\n",
			"Raccard\n",
			"Mayen Clivaz\n",
			"Café de la Laiterie\n",
			"Manufacture d'orgue\n",
			"Ecole Granois\n",
			"Bâtiment scolaire Drône\n",
			"Pracetain\n",
			"Hyper Marché Casino\n",
			"Relais du Mont d'Orge\n",
			"Dépôts DMF\n",
			"Prison des Iles\n",
			"Clinique SUVA\n",
			"Garage de Corbassières (Varone)\n",
			"Helvetia Patria\n",
			"Eglise adventiste\n",
			"Station-Service BP\n",
			"Café-Restaurant Enclos de Valère\n",
			"Garage des Dailles\n",
			"Immo-Conseil\n",
			"Café-Restaurant Coop La Marmite\n",
			"Carrosserie Vultagio\n",
			"Garage Scarpam\n",
			"Caserne\n",
			"Stade de Tourbillon\n",
			"Café-Restaurant de la Patinoire\n",
			"Galeries Sedunoises\n",
			"Ecole Primaire Bramois\n",
			"Ecole Primaire Uvrier\n",
			"Industrie 17\n",
			"Garage de la Plaine\n",
			"Café du Boulevard\n",
			"Ecole Val\n",
			"Cycle d'orientation des Collines\n",
			"Ecole supérieure de commerce\n",
			"Cure de Saillon\n",
			"Kiosque de Valère\n",
			"Grand Magasins Coop City\n",
			"Bâtiment principal\n",
			"Centre RLC\n",
			"Centre scolaire du Sacré Coeur\n",
			"Bibliothèque + Clinique dentaire\n",
			"Farner\n",
			"Garage Saab\n",
			"Ecole primaire Blancherie\n",
			"Commune\n",
			"Hélicoptères services\n",
			"Tour de contrôle\n",
			"Carrosserie du Rallye\n",
			"Produits agricole Balets SA\n",
			"ESR\n",
			"Musée de la Majorie\n",
			"Atelier bureaux\n",
			"Etable Beauperrier\n",
			"Centre scolaire\n",
			"Etable communautaire\n",
			"Dépôt Fournier Georges\n",
			"Stall Henzen\n",
			"Depot Truffer\n",
			"Messlokal / Feuerwehrlokal\n",
			"Raiffeisenbank / Gemeindehaus\n",
			"Chämihitta\n",
			"Luftseilbahn Kalpetran-Embd\n",
			"Luftseilbahn Embd-Schalb\n",
			"Gemeindeparkhaus\n",
			"Gemeinde/Raiffeisen\n",
			"Panoramarestaurant Seetalhorn\n",
			"Blumen Viktoria\n",
			"Hannighüsli\n",
			"Alte Bäckerei\n",
			"Früheres Kiosk\n",
			"Europahütte\n",
			"Golf Club house\n",
			"Talstation Sesselbahn\n",
			"Kraftwerk Mattmark\n",
			"Almagellerhütte SAC\n",
			"Sportplatz Kalbermatten - Buvette\n",
			"Restaurant Alpenblick\n",
			"Bergrestaurant Kreuzboden\n",
			"Bergrestaurant Hohsaas\n",
			"Bergstation Hohsaas\n",
			"Abwasserungsanlage\n",
			"Info Häuschen\n",
			"Restaurant Jungerstübli\n",
			"Chrizacher\n",
			"Riedji\n",
			"GemPriKin\n",
			"Stallung Roore 2\n",
			"SkiTalGsp\n",
			"Täschhütte SAC\n",
			"Wyss, Oggier, Alder\n",
			"Juon Paul & Jakob Sch & Stl\n",
			"Wyss E, T, Summ Fid, Juon Mar\n",
			"Seematter Robert, Münger Lina\n",
			"Karlen Anna, Hosenn Yv & Elwin\n",
			"Sch&Stall Karlen, Hosennen, Nanzer, Wyss\n",
			"Div Eigentümer Stadel, Stall-Scheun Hof\n",
			"Eberle Ang, Karlen Ev\n",
			"Schnidr Hos Stall\n",
			"Lorenz El, Sch, Stall\n",
			"Hosennen A, M, V, H, Petrig Ros\n",
			"Raiffeisenbank, Bankgebäude\n",
			"Konsum & Sennerei\n",
			"Gemeide Schulhaus / Mehrzweckanlage\n",
			"Karlen, Klbm Werkst\n",
			"Lengen Pe Lager Werkst\n",
			"Juon Ros Ma Ro Sum Geschw\n",
			"Spicher\n",
			"Container Charisma McDöner\n",
			"Restaurant La Poste\n",
			"Litternahalle\n",
			"E34\n",
			"Restaurant Clubhaus TGV\n",
			"Kindergarten Pavillon Hubel\n",
			"Schulhaus Im Sand\n",
			"Metzgerei Pfammatter\n",
			"Imwinkelried AG (Altbau)\n",
			"Schulhaus Eyholz\n",
			"PAM Markt\n",
			"Umnutzung Stall in Hobbyraum\n",
			"Fust\n",
			"Garage City\n",
			"Lagerhalle Wohncenter Heinzmann\n",
			"Dienstleistungszentrum\n",
			"Zeltplatz\n",
			"Chez Gaby\n",
			"Le petit Hôtel Skihaus\n",
			"Prato Borni\n",
			"Hotel Julen\n",
			"Restaurant Ritti\n",
			"Rest. Blauherd\n",
			"Marco Polo\n",
			"Elsie's Place\n",
			"Boutique Tie-Break\n",
			"Eisbahn-/Sportpavillon zur Matte\n",
			"Kinderparadies\n",
			"Rosstall-Bar\n",
			"Parkhaus Pollux\n",
			"Garage Julen\n",
			"Garage Jumbo\n",
			"Standseilbahn AG\n",
			"Dorsaz Sport\n",
			"Restaurant Tufternalp\n",
			"Restaurant Blatten\n",
			"Perren Johann\n",
			"Vieux Valais\n",
			"Heliport\n",
			"Alpin Center\n",
			"Restaurant Alphitta\n",
			"Wohnhaus Biner-Kronig\n",
			"Picknick-Unterstand\n",
			"Dépot Taugwalder Getränke\n",
			"Sauna Häuschen\n",
			"Neubau Abstellraum Projektänderung\n",
			"SANS NOM\n",
			"Kiosque de la Gare\n",
			"Carrière\n",
			"Magasin de fleurs\n",
			"Cantine tennis\n",
			"Imprimerie de l'Ouest SA\n",
			"La Tertillière, 1, 2016, 0\n",
			"Restaurant-Hôtel \"Le Chalet\"\n",
			"Poissonerie\n",
			"Kiosque + local stockage\n",
			"Déchetterie de la Croix\n",
			"Buvette Tennis-club\n",
			"Dépot d'entretien routier\n",
			"Croquignolet\n",
			"Ancienne halte tram\n",
			"Station essais viticoles\n",
			"Carrosserie d'Auvernier\n",
			"Auberge d'Auvernier\n",
			"MIGROS\n",
			"Cescole,\n",
			"Café-Rest. Le Médieval\n",
			"La Citrouille\n",
			"Bâtiment B\n",
			"hangar\n",
			"Ecurie et grange\n",
			"Cabane Perrenoud\n",
			"Garage du Verger\n",
			"Scierie Burgat\n",
			"Puits de Treytel\n",
			"Kiosque de la Poste\n",
			"Buvette La Capsule\n",
			"Tennis-Club\n",
			"Restaurant La Fruitière de Bevaix\n",
			"Collège des Foulets\n",
			"Montremo SA\n",
			"Poste de Douane\n",
			"Les Coeudres 31\n",
			"Collège\n",
			"Camping - administration\n",
			"Entrée du Camping\n",
			"Hangar chemin de fer\n",
			"W.C. Public Grand'Rue\n",
			"Paroisse Catholique, église\n",
			"Le Grand Cachot de Vent\n",
			"Voirie-Garage-Silo\n",
			"Douane marchandise\n",
			"Corner SA\n",
			"Johnson & Johnson\n",
			"Collège Jehan-Droz\n",
			"Usine Comadur\n",
			"Collège de la Jaluse\n",
			"Chalet de la Croix-Bleue\n",
			"Abatoirs\n",
			"Temple\n",
			"Pavillon Durini\n",
			"Pavillon Gwerder\n",
			"Pavillon Kurth\n",
			"Pavillon Jeanneret\n",
			"Pavillon Emery\n",
			"Juracime SA\n",
			"Restaurant + locaux sportifs et divers\n",
			"Raffinerie Atelier\n",
			"Centre d'entretien RN5\n",
			"Restaurant Le Tilleul\n",
			"Raffinerie Rest/Bâtiment C\n",
			"Raffinerie Garage feu II\n",
			"Frigemo bureau administratif\n",
			"station de relevage EU\n",
			"Cave, commerce, garage\n",
			"Raffinerie Bâtiment administratif\n",
			"Restaurant Le Silex\n",
			"FC - Club-House +Vestiaires\n",
			"Réception camping des Pêches\n",
			"Restaurant La Lagune\n",
			"Eglise catholique\n",
			"Centre de gymnastique\n",
			"Sur la Vy d'Enty\n",
			"Le Croc\n",
			"Coop City\n",
			"Institut de Physique\n",
			"Kyphon\n",
			"Parking du Port\n",
			"Bâtiment polyvalent\n",
			"Serre\n",
			"Restaurant McDonald's\n",
			"Coop station service - SHOP\n",
			"Eugène-Bühler et Fils SA\n",
			"Station de pompage\n",
			"Bâtiment commercial\n",
			"Migrol Station service - SHOP\n",
			"garage industriel\n",
			"MFP Préfabrication\n",
			"Prébit SA\n",
			"Pavillon bord du lac\n",
			"Maison du jardinier\n",
			"Remise n°1430\n",
			"Remise n°1399\n",
			"Remise n°1394\n",
			"Grand pavillon de jardin n°1372\n",
			"Garage souterrain n°1185\n",
			"Dépôt des travaux publics\n",
			"Nord-est\n",
			"Hirschi Filtres SA\n",
			"TRN SA - dépôt\n",
			"Von Arx SA\n",
			"Enrobit SA\n",
			"Centre équestre\n",
			"ESCO SA\n",
			"Collège Primaire\n",
			"Le Battoir\n",
			"Centre technique\n",
			"Bar du Centre Automobile\n",
			"Dépôt de déchets\n",
			"Lienher SA\n",
			"Téléski de Tête-de-Ran\n",
			"Téléski Crêt Meuron\n",
			"Menuiserie PVC\n",
			"Entrepôt musée\n",
			"Cantine du terrain de football\n",
			"DIVIZA\n",
			"Auto-école\n",
			"Piergiovanni SA\n",
			"Travaux-publlics\n",
			"Hangard\n",
			"Colonie La Joie de Vivre\n",
			"Garage de réparation véhicules\n",
			"Travaux publics\n",
			"Gare RVT\n",
			"Fonderie\n",
			"Bureau postal\n",
			"Clinique vétérinaire\n",
			"Station électrique\n",
			"Buvette de la piscine\n",
			"Paroisse Réf.-Evang.\n",
			"Pisciculture\n",
			"Halle de gymnastique\n",
			"Centre forestier de l'Etat de Neuchâtel\n",
			"Gare TRN\n",
			"Ancienne halle de gymnastique\n",
			"Remise, RF 1453\n",
			"Local scouts\n",
			"week-end\n",
			"batiment 382\n",
			"batiment 617\n",
			"batiment 907\n",
			"batiment 744\n",
			"batiment 750\n",
			"batiment 600\n",
			"EGID 2034430\n",
			"batiment a2742\n",
			"batiment a746\n",
			"batiment e890\n",
			"batiment e880\n",
			"batiment g475\n",
			"batiment g710\n",
			"batiment g1251\n",
			"batiment 1049\n",
			"batiment 358\n",
			"batiment b467\n",
			"batiment 89\n",
			"batiment 2888\n",
			"batiment 2577\n",
			"batiment 2036\n",
			"batiment 2037\n",
			"batiment 2136\n",
			"batiment 161\n",
			"batiment b1400\n",
			"batiment 2086\n",
			"batiment 286\n",
			"batiment 4086\n",
			"batiment 4085\n",
			"Ancienne école\n",
			"Ecole primaire/enfantine\n",
			"Dancing\n",
			"Centre commercial\n",
			"bâtiment de la voirie\n",
			"école\n",
			"Loge pour chevaux\n",
			"Fabrique de tubes\n",
			"Crèche-garderie\n",
			"Ecole d'agriculture\n",
			"L'As du Carreau Sàrl\n",
			"tronçonneuse, équipement forestier, jard\n",
			"Brunovska-Frésard Sàrl\n",
			"Halle / Ecole / Aula\n",
			"Chèvre Roger SA\n",
			"école ménagère\n",
			"Magtechnique Sàrl\n",
			"Chappuis Imier SA\n",
			"Buwaprint SA\n",
			"Halle de gym et école enfantine\n",
			"Witech SA\n",
			"Auberge de Jolimont\n",
			"Station-service\n",
			"Sanitaires camping\n",
			"Ecole secondaire du Val Terbi\n",
			"bâtiment paroissial\n",
			"Anc. garage postal\n",
			"MAGORAS SA\n",
			"Crealine SA\n",
			"Halle polyvalente\n",
			"Centre de réadaptation\n",
			"Centre de déchets carnés\n",
			"Colonie de vacances\n",
			"Sycrilor Industries SA\n",
			"Entrée salon coiffure Poste Marché 4\n",
			"Maison du Soldat / Cantine\n",
			"Halle 26 - Garage/ entretien\n",
			"Cabinet médical\n",
			"Halle 10 - Blindés\n",
			"Ecole / Halle de gymnastique\n",
			"Bureau / Dépôt\n",
			"Kisoque\n",
			"Garage Affolter Lamborghini Suisse\n",
			"Rucher\n",
			"Ecole / Administration communale\n",
			"en ruine\n",
			"Ecole primaire de Miécourt\n"
			]
			}
			],
			"source": [
			"for bez in GKLAS_unknown[GKLAS_unknown.GKAT == 1060].GBEZ.unique():\n",
			" print(bez)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 11,
			"id": "brutal-geography",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"GKLAS\n",
			"1110.0 0.130922\n",
			"1121.0 0.138691\n",
			"1122.0 0.183659\n",
			"1130.0 0.538043\n",
			"1211.0 0.690341\n",
			"1212.0 0.591255\n",
			"1220.0 0.307624\n",
			"1230.0 0.350725\n",
			"1231.0 0.272727\n",
			"1241.0 0.756636\n",
			"1242.0 0.615734\n",
			"1251.0 0.379534\n",
			"1252.0 0.526693\n",
			"1261.0 0.579732\n",
			"1262.0 0.578411\n",
			"1263.0 0.566309\n",
			"1264.0 0.501119\n",
			"1265.0 0.560886\n",
			"1271.0 0.365644\n",
			"1272.0 0.593225\n",
			"1273.0 0.989011\n",
			"1274.0 0.485612\n",
			"1275.0 0.571429\n",
			"1276.0 0.400000\n",
			"1278.0 0.500000\n",
			"NaN 0.254286\n",
			"dtype: float64"
			]
			},
			"execution_count": 11,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"BLD.groupby('GKLAS', dropna = False).GBEZ.count() / BLD.groupby('GKLAS', dropna = False).EGID.count()"
			]
			},
			{
			"cell_type": "code",
			"execution_count": null,
			"id": "economic-voice",
			"metadata": {},
			"outputs": [],
			"source": []
			},
			{
			"cell_type": "markdown",
			"id": "alpha-mission",
			"metadata": {},
			"source": [
			"## 1.2 Filling data for footprint and number of floors"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 7,
			"id": "distinct-transmission",
			"metadata": {},
			"outputs": [],
			"source": [
			"# Source: solarPV_identification/PV_postprocessing/Create_BLD/Merge_and_postprocess_EGID.ipynb\n",
			"footprints_orig = pd.read_csv('/scratch/walch/scratch/BLD_footprints_mapped.csv').set_index('EGID')"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 8,
			"id": "threatened-stroke",
			"metadata": {},
			"outputs": [],
			"source": [
			"footprints = footprints_orig.BLD_AREA_per_EGID.rename('geom_area').reset_index()"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 9,
			"id": "congressional-investigation",
			"metadata": {
			"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>EGID</th>\n",
			" <th>geom_area</th>\n",
			" </tr>\n",
			" </thead>\n",
			" <tbody>\n",
			" <tr>\n",
			" <th>0</th>\n",
			" <td>1</td>\n",
			" <td>2123.180639</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1</th>\n",
			" <td>3</td>\n",
			" <td>79.923401</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>2</th>\n",
			" <td>4</td>\n",
			" <td>123.912037</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>3</th>\n",
			" <td>5</td>\n",
			" <td>29.361096</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>4</th>\n",
			" <td>6</td>\n",
			" <td>188.150977</td>\n",
			" </tr>\n",
			" </tbody>\n",
			"</table>\n",
			"</div>"
			],
			"text/plain": [
			" EGID geom_area\n",
			"0 1 2123.180639\n",
			"1 3 79.923401\n",
			"2 4 123.912037\n",
			"3 5 29.361096\n",
			"4 6 188.150977"
			]
			},
			"execution_count": 9,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"footprints.head()"
			]
			},
			{
			"cell_type": "markdown",
			"id": "sought-feedback",
			"metadata": {},
			"source": [
			"## 1.3 Dwelling information"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 10,
			"id": "durable-supplier",
			"metadata": {},
			"outputs": [],
			"source": [
			"DWL_fp = 'GWR_MADD_WHG-10_Data_MADD-20200715-A3_20200722.dsv'\n",
			"DWL_cols = ['EGID', 'EWID', 'WSTAT', 'WNART', 'WAREA', 'WAZIM', 'Create_Date']\n",
			"DWL = pd.read_csv(os.path.join(GWR_fp, DWL_fp), sep = '\\t', usecols = DWL_cols)\n",
			"DWL['Create_Date'] = pd.to_datetime(DWL.Create_Date)\n",
			"\n",
			"# Extract only those dwellings that are currently active (\"Wohnung bestehend\")\n",
			"DWL = DWL[(DWL.WSTAT == 3004) & (DWL.Create_Date < '01/01/2020')].copy()"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 11,
			"id": "mathematical-logic",
			"metadata": {
			"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>EGID</th>\n",
			" <th>EWID</th>\n",
			" <th>WAZIM</th>\n",
			" <th>WAREA</th>\n",
			" <th>WSTAT</th>\n",
			" <th>WNART</th>\n",
			" </tr>\n",
			" </thead>\n",
			" <tbody>\n",
			" <tr>\n",
			" <th>count</th>\n",
			" <td>4.610103e+06</td>\n",
			" <td>4.610103e+06</td>\n",
			" <td>4.609372e+06</td>\n",
			" <td>4.464180e+06</td>\n",
			" <td>4610103.0</td>\n",
			" <td>4.061977e+06</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>mean</th>\n",
			" <td>4.618316e+07</td>\n",
			" <td>5.937115e+00</td>\n",
			" <td>3.633640e+00</td>\n",
			" <td>9.938102e+01</td>\n",
			" <td>3004.0</td>\n",
			" <td>3.010921e+03</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>std</th>\n",
			" <td>8.969321e+07</td>\n",
			" <td>1.109513e+01</td>\n",
			" <td>1.498078e+00</td>\n",
			" <td>5.157559e+01</td>\n",
			" <td>0.0</td>\n",
			" <td>4.461112e+00</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>min</th>\n",
			" <td>1.000000e+00</td>\n",
			" <td>1.000000e+00</td>\n",
			" <td>1.000000e+00</td>\n",
			" <td>1.000000e+00</td>\n",
			" <td>3004.0</td>\n",
			" <td>3.010000e+03</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>25%</th>\n",
			" <td>5.695355e+05</td>\n",
			" <td>1.000000e+00</td>\n",
			" <td>3.000000e+00</td>\n",
			" <td>6.600000e+01</td>\n",
			" <td>3004.0</td>\n",
			" <td>3.010000e+03</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>50%</th>\n",
			" <td>1.233283e+06</td>\n",
			" <td>3.000000e+00</td>\n",
			" <td>4.000000e+00</td>\n",
			" <td>9.000000e+01</td>\n",
			" <td>3004.0</td>\n",
			" <td>3.010000e+03</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>75%</th>\n",
			" <td>1.110617e+07</td>\n",
			" <td>7.000000e+00</td>\n",
			" <td>4.000000e+00</td>\n",
			" <td>1.200000e+02</td>\n",
			" <td>3004.0</td>\n",
			" <td>3.010000e+03</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>max</th>\n",
			" <td>5.000046e+08</td>\n",
			" <td>6.080000e+02</td>\n",
			" <td>9.900000e+01</td>\n",
			" <td>2.000000e+03</td>\n",
			" <td>3004.0</td>\n",
			" <td>3.070000e+03</td>\n",
			" </tr>\n",
			" </tbody>\n",
			"</table>\n",
			"</div>"
			],
			"text/plain": [
			" EGID EWID WAZIM WAREA WSTAT \\\n",
			"count 4.610103e+06 4.610103e+06 4.609372e+06 4.464180e+06 4610103.0 \n",
			"mean 4.618316e+07 5.937115e+00 3.633640e+00 9.938102e+01 3004.0 \n",
			"std 8.969321e+07 1.109513e+01 1.498078e+00 5.157559e+01 0.0 \n",
			"min 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 3004.0 \n",
			"25% 5.695355e+05 1.000000e+00 3.000000e+00 6.600000e+01 3004.0 \n",
			"50% 1.233283e+06 3.000000e+00 4.000000e+00 9.000000e+01 3004.0 \n",
			"75% 1.110617e+07 7.000000e+00 4.000000e+00 1.200000e+02 3004.0 \n",
			"max 5.000046e+08 6.080000e+02 9.900000e+01 2.000000e+03 3004.0 \n",
			"\n",
			" WNART \n",
			"count 4.061977e+06 \n",
			"mean 3.010921e+03 \n",
			"std 4.461112e+00 \n",
			"min 3.010000e+03 \n",
			"25% 3.010000e+03 \n",
			"50% 3.010000e+03 \n",
			"75% 3.010000e+03 \n",
			"max 3.070000e+03 "
			]
			},
			"execution_count": 11,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"DWL.describe()"
			]
			},
			{
			"cell_type": "markdown",
			"id": "lovely-necessity",
			"metadata": {},
			"source": [
			"## 1.4 Merge data"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 12,
			"id": "japanese-cooperative",
			"metadata": {},
			"outputs": [],
			"source": [
			"DWL = DWL.merge(BLD[['EGID','GKAT','GKLAS']], on = 'EGID', how = 'left')"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 13,
			"id": "israeli-jason",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR = BLD.merge(footprints, on = 'EGID', how = 'left'\n",
			" ).merge(DWL.groupby('EGID').EWID.count().rename('N_DWL').reset_index(), on = 'EGID', how = 'left')"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 14,
			"id": "senior-honolulu",
			"metadata": {
			"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>EGID</th>\n",
			" <th>GKODE</th>\n",
			" <th>GKODN</th>\n",
			" <th>GSTAT</th>\n",
			" <th>GKAT</th>\n",
			" <th>GKLAS</th>\n",
			" <th>GBAUP</th>\n",
			" <th>GAREA</th>\n",
			" <th>GASTW</th>\n",
			" <th>Create_Date</th>\n",
			" <th>GGDENR</th>\n",
			" <th>geom_area</th>\n",
			" <th>N_DWL</th>\n",
			" </tr>\n",
			" </thead>\n",
			" <tbody>\n",
			" <tr>\n",
			" <th>0</th>\n",
			" <td>1600000</td>\n",
			" <td>2679684.326</td>\n",
			" <td>1237449.553</td>\n",
			" <td>1004.0</td>\n",
			" <td>1020.0</td>\n",
			" <td>1122.0</td>\n",
			" <td>8011.0</td>\n",
			" <td>NaN</td>\n",
			" <td>3.0</td>\n",
			" <td>2001-11-29</td>\n",
			" <td>1</td>\n",
			" <td>204.610703</td>\n",
			" <td>3.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1</th>\n",
			" <td>1600001</td>\n",
			" <td>2679702.150</td>\n",
			" <td>1237493.958</td>\n",
			" <td>1004.0</td>\n",
			" <td>1030.0</td>\n",
			" <td>1110.0</td>\n",
			" <td>8011.0</td>\n",
			" <td>NaN</td>\n",
			" <td>2.0</td>\n",
			" <td>2001-11-29</td>\n",
			" <td>1</td>\n",
			" <td>188.945781</td>\n",
			" <td>1.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>2</th>\n",
			" <td>1600002</td>\n",
			" <td>2679713.052</td>\n",
			" <td>1237475.814</td>\n",
			" <td>1004.0</td>\n",
			" <td>1030.0</td>\n",
			" <td>1121.0</td>\n",
			" <td>8011.0</td>\n",
			" <td>NaN</td>\n",
			" <td>3.0</td>\n",
			" <td>2001-11-29</td>\n",
			" <td>1</td>\n",
			" <td>199.400234</td>\n",
			" <td>2.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>3</th>\n",
			" <td>1600003</td>\n",
			" <td>2679655.455</td>\n",
			" <td>1237516.450</td>\n",
			" <td>1004.0</td>\n",
			" <td>1020.0</td>\n",
			" <td>1122.0</td>\n",
			" <td>8017.0</td>\n",
			" <td>NaN</td>\n",
			" <td>3.0</td>\n",
			" <td>2001-11-29</td>\n",
			" <td>1</td>\n",
			" <td>173.917746</td>\n",
			" <td>3.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>4</th>\n",
			" <td>1600005</td>\n",
			" <td>2679749.269</td>\n",
			" <td>1237529.346</td>\n",
			" <td>1004.0</td>\n",
			" <td>1020.0</td>\n",
			" <td>1110.0</td>\n",
			" <td>8016.0</td>\n",
			" <td>NaN</td>\n",
			" <td>2.0</td>\n",
			" <td>2001-11-29</td>\n",
			" <td>1</td>\n",
			" <td>163.017092</td>\n",
			" <td>1.0</td>\n",
			" </tr>\n",
			" </tbody>\n",
			"</table>\n",
			"</div>"
			],
			"text/plain": [
			" EGID GKODE GKODN GSTAT GKAT GKLAS GBAUP GAREA \\\n",
			"0 1600000 2679684.326 1237449.553 1004.0 1020.0 1122.0 8011.0 NaN \n",
			"1 1600001 2679702.150 1237493.958 1004.0 1030.0 1110.0 8011.0 NaN \n",
			"2 1600002 2679713.052 1237475.814 1004.0 1030.0 1121.0 8011.0 NaN \n",
			"3 1600003 2679655.455 1237516.450 1004.0 1020.0 1122.0 8017.0 NaN \n",
			"4 1600005 2679749.269 1237529.346 1004.0 1020.0 1110.0 8016.0 NaN \n",
			"\n",
			" GASTW Create_Date GGDENR geom_area N_DWL \n",
			"0 3.0 2001-11-29 1 204.610703 3.0 \n",
			"1 2.0 2001-11-29 1 188.945781 1.0 \n",
			"2 3.0 2001-11-29 1 199.400234 2.0 \n",
			"3 3.0 2001-11-29 1 173.917746 3.0 \n",
			"4 2.0 2001-11-29 1 163.017092 1.0 "
			]
			},
			"execution_count": 14,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"GWR.head()"
			]
			},
			{
			"cell_type": "markdown",
			"id": "balanced-cannon",
			"metadata": {},
			"source": [
			"### Fill footprint"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 15,
			"id": "virgin-functionality",
			"metadata": {},
			"outputs": [],
			"source": [
			"footprint_geom_ratio = (GWR.GAREA / GWR.geom_area).mean() # choose mean so that the average characteristics persist"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 16,
			"id": "pretty-labor",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR['footprint'] = GWR.GAREA"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 17,
			"id": "proud-share",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR.loc[GWR.GAREA.isna(), 'footprint'] = GWR[GWR.GAREA.isna()].geom_area * footprint_geom_ratio"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 18,
			"id": "executed-latitude",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/html": [
			"<div>\n",
			"<style scoped>\n",
			" .dataframe tbody tr th:only-of-type {\n",
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			"\n",
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			"\n",
			" .dataframe thead th {\n",
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			" }\n",
			"</style>\n",
			"<table border=\"1\" class=\"dataframe\">\n",
			" <thead>\n",
			" <tr style=\"text-align: right;\">\n",
			" <th></th>\n",
			" <th>EGID</th>\n",
			" <th>GKODE</th>\n",
			" <th>GKODN</th>\n",
			" <th>GSTAT</th>\n",
			" <th>GKAT</th>\n",
			" <th>GKLAS</th>\n",
			" <th>GBAUP</th>\n",
			" <th>GAREA</th>\n",
			" <th>GASTW</th>\n",
			" <th>GGDENR</th>\n",
			" <th>geom_area</th>\n",
			" <th>N_DWL</th>\n",
			" <th>footprint</th>\n",
			" </tr>\n",
			" </thead>\n",
			" <tbody>\n",
			" <tr>\n",
			" <th>count</th>\n",
			" <td>2.191943e+06</td>\n",
			" <td>2189111.00</td>\n",
			" <td>2189111.00</td>\n",
			" <td>2191943.0</td>\n",
			" <td>2191901.00</td>\n",
			" <td>2047338.00</td>\n",
			" <td>2063382.00</td>\n",
			" <td>1657222.00</td>\n",
			" <td>1901725.00</td>\n",
			" <td>2191943.00</td>\n",
			" <td>2102631.00</td>\n",
			" <td>1748357.00</td>\n",
			" <td>2160575.00</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>mean</th>\n",
			" <td>7.864701e+07</td>\n",
			" <td>2650382.51</td>\n",
			" <td>1209531.61</td>\n",
			" <td>1004.0</td>\n",
			" <td>1029.86</td>\n",
			" <td>1140.02</td>\n",
			" <td>8015.26</td>\n",
			" <td>200.18</td>\n",
			" <td>2.60</td>\n",
			" <td>2963.44</td>\n",
			" <td>232.94</td>\n",
			" <td>2.64</td>\n",
			" <td>198.85</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>std</th>\n",
			" <td>1.160586e+08</td>\n",
			" <td>67233.29</td>\n",
			" <td>52233.32</td>\n",
			" <td>0.0</td>\n",
			" <td>16.64</td>\n",
			" <td>55.98</td>\n",
			" <td>3.64</td>\n",
			" <td>499.03</td>\n",
			" <td>1.25</td>\n",
			" <td>2141.55</td>\n",
			" <td>457.81</td>\n",
			" <td>4.35</td>\n",
			" <td>477.78</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>min</th>\n",
			" <td>1.000000e+00</td>\n",
			" <td>2486181.00</td>\n",
			" <td>1075511.42</td>\n",
			" <td>1004.0</td>\n",
			" <td>1010.00</td>\n",
			" <td>1110.00</td>\n",
			" <td>8011.00</td>\n",
			" <td>1.00</td>\n",
			" <td>1.00</td>\n",
			" <td>1.00</td>\n",
			" <td>0.07</td>\n",
			" <td>1.00</td>\n",
			" <td>0.06</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>25%</th>\n",
			" <td>8.106415e+05</td>\n",
			" <td>2603630.46</td>\n",
			" <td>1174833.88</td>\n",
			" <td>1004.0</td>\n",
			" <td>1020.00</td>\n",
			" <td>1110.00</td>\n",
			" <td>8012.00</td>\n",
			" <td>79.00</td>\n",
			" <td>2.00</td>\n",
			" <td>843.00</td>\n",
			" <td>100.67</td>\n",
			" <td>1.00</td>\n",
			" <td>78.88</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>50%</th>\n",
			" <td>1.615191e+06</td>\n",
			" <td>2658388.91</td>\n",
			" <td>1225711.91</td>\n",
			" <td>1004.0</td>\n",
			" <td>1020.00</td>\n",
			" <td>1110.00</td>\n",
			" <td>8014.00</td>\n",
			" <td>119.00</td>\n",
			" <td>2.00</td>\n",
			" <td>2869.00</td>\n",
			" <td>155.73</td>\n",
			" <td>1.00</td>\n",
			" <td>120.87</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>75%</th>\n",
			" <td>1.906382e+08</td>\n",
			" <td>2701875.70</td>\n",
			" <td>1252337.36</td>\n",
			" <td>1004.0</td>\n",
			" <td>1030.00</td>\n",
			" <td>1122.00</td>\n",
			" <td>8018.00</td>\n",
			" <td>195.00</td>\n",
			" <td>3.00</td>\n",
			" <td>4831.00</td>\n",
			" <td>239.74</td>\n",
			" <td>2.00</td>\n",
			" <td>196.37</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>max</th>\n",
			" <td>5.020034e+08</td>\n",
			" <td>2832034.00</td>\n",
			" <td>1294822.08</td>\n",
			" <td>1004.0</td>\n",
			" <td>1080.00</td>\n",
			" <td>1278.00</td>\n",
			" <td>8023.00</td>\n",
			" <td>99545.00</td>\n",
			" <td>49.00</td>\n",
			" <td>6810.00</td>\n",
			" <td>75650.19</td>\n",
			" <td>460.00</td>\n",
			" <td>99545.00</td>\n",
			" </tr>\n",
			" </tbody>\n",
			"</table>\n",
			"</div>"
			],
			"text/plain": [
			" EGID GKODE GKODN GSTAT GKAT \\\n",
			"count 2.191943e+06 2189111.00 2189111.00 2191943.0 2191901.00 \n",
			"mean 7.864701e+07 2650382.51 1209531.61 1004.0 1029.86 \n",
			"std 1.160586e+08 67233.29 52233.32 0.0 16.64 \n",
			"min 1.000000e+00 2486181.00 1075511.42 1004.0 1010.00 \n",
			"25% 8.106415e+05 2603630.46 1174833.88 1004.0 1020.00 \n",
			"50% 1.615191e+06 2658388.91 1225711.91 1004.0 1020.00 \n",
			"75% 1.906382e+08 2701875.70 1252337.36 1004.0 1030.00 \n",
			"max 5.020034e+08 2832034.00 1294822.08 1004.0 1080.00 \n",
			"\n",
			" GKLAS GBAUP GAREA GASTW GGDENR geom_area \\\n",
			"count 2047338.00 2063382.00 1657222.00 1901725.00 2191943.00 2102631.00 \n",
			"mean 1140.02 8015.26 200.18 2.60 2963.44 232.94 \n",
			"std 55.98 3.64 499.03 1.25 2141.55 457.81 \n",
			"min 1110.00 8011.00 1.00 1.00 1.00 0.07 \n",
			"25% 1110.00 8012.00 79.00 2.00 843.00 100.67 \n",
			"50% 1110.00 8014.00 119.00 2.00 2869.00 155.73 \n",
			"75% 1122.00 8018.00 195.00 3.00 4831.00 239.74 \n",
			"max 1278.00 8023.00 99545.00 49.00 6810.00 75650.19 \n",
			"\n",
			" N_DWL footprint \n",
			"count 1748357.00 2160575.00 \n",
			"mean 2.64 198.85 \n",
			"std 4.35 477.78 \n",
			"min 1.00 0.06 \n",
			"25% 1.00 78.88 \n",
			"50% 1.00 120.87 \n",
			"75% 2.00 196.37 \n",
			"max 460.00 99545.00 "
			]
			},
			"execution_count": 18,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"GWR.describe().round(2)"
			]
			},
			{
			"cell_type": "markdown",
			"id": "representative-acquisition",
			"metadata": {},
			"source": [
			"## 1.5 Obtain medians per GKLAS"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 19,
			"id": "political-germany",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR_GKLAS_median = GWR.groupby('GKLAS').median().fillna(0)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 20,
			"id": "dynamic-stable",
			"metadata": {},
			"outputs": [],
			"source": [
			"DWL_GKLAS_median = DWL.groupby('GKLAS').median()"
			]
			},
			{
			"cell_type": "markdown",
			"id": "recognized-relay",
			"metadata": {},
			"source": [
			"# Part 2 - Fill missing GKLAS"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 21,
			"id": "strong-custom",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"1110.0 1073371\n",
			"1122.0 387392\n",
			"1121.0 215681\n",
			"1274.0 118222\n",
			"1271.0 66737\n",
			"1242.0 65374\n",
			"1251.0 29581\n",
			"1252.0 21073\n",
			"1220.0 16868\n",
			"1230.0 10273\n",
			"1263.0 9961\n",
			"1261.0 6503\n",
			"1211.0 6181\n",
			"1130.0 4416\n",
			"1272.0 3867\n",
			"1241.0 3353\n",
			"1212.0 3019\n",
			"1264.0 2682\n",
			"1265.0 2168\n",
			"1262.0 491\n",
			"1273.0 91\n",
			"1275.0 14\n",
			"1231.0 11\n",
			"1276.0 5\n",
			"1278.0 4\n",
			"Name: GKLAS, dtype: int64"
			]
			},
			"execution_count": 21,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"GWR.GKLAS.value_counts()"
			]
			},
			{
			"cell_type": "markdown",
			"id": "young-fitting",
			"metadata": {},
			"source": [
			"## 2.1 Fill for residential only buildings"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 22,
			"id": "included-cosmetic",
			"metadata": {},
			"outputs": [],
			"source": [
			"missing_GKLAS_res = GWR.GKLAS.isna() & GWR.GKAT.isin([1020,1030])"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 23,
			"id": "contrary-continuity",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR.loc[missing_GKLAS_res, 'GKLAS'] = 1110\n",
			"GWR.loc[missing_GKLAS_res & (GWR.N_DWL > 2), 'GKLAS'] = 1122\n",
			"GWR.loc[missing_GKLAS_res & (GWR.N_DWL == 2), 'GKLAS'] = 1121"
			]
			},
			{
			"cell_type": "markdown",
			"id": "invalid-camping",
			"metadata": {},
			"source": [
			"## 2.2 Fill buildings with partial use and without use as \"offices\" (GKLAS = 1220)\n",
			"GKAT 1080 (Sonderbau), 1010 (Provisorische Unterkunft) and NaN are not assigned any GKLAS - these buildings will have no energy demand."
			]
			},
			{
			"cell_type": "code",
			"execution_count": 24,
			"id": "fixed-emission",
			"metadata": {},
			"outputs": [],
			"source": [
			"missing_GKLAS_offices = GWR.GKLAS.isna() & GWR.GKAT.isin([1040,1060])"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 25,
			"id": "worth-reconstruction",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR.loc[missing_GKLAS_offices & (GWR.GKAT == 1040), 'GKLAS'] = 'other_1040' \n",
			"GWR.loc[missing_GKLAS_offices & (GWR.GKAT == 1060), 'GKLAS'] = 'other_1060' "
			]
			},
			{
			"cell_type": "markdown",
			"id": "adolescent-certificate",
			"metadata": {},
			"source": [
			"## 2.3 Add new rows to GKLAS map"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 26,
			"id": "living-arabic",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR_GKLAS_median = pd.concat([ GWR_GKLAS_median, \n",
			" GWR.groupby('GKLAS', dropna = False).median().loc[['other_1040','other_1060', np.nan]]])"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 27,
			"id": "paperback-delay",
			"metadata": {
			"scrolled": false
			},
			"outputs": [
			{
			"data": {
			"text/html": [
			"<div>\n",
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			"</style>\n",
			"<table border=\"1\" class=\"dataframe\">\n",
			" <thead>\n",
			" <tr style=\"text-align: right;\">\n",
			" <th></th>\n",
			" <th>EGID</th>\n",
			" <th>GKODE</th>\n",
			" <th>GKODN</th>\n",
			" <th>GSTAT</th>\n",
			" <th>GKAT</th>\n",
			" <th>GBAUP</th>\n",
			" <th>GAREA</th>\n",
			" <th>GASTW</th>\n",
			" <th>GGDENR</th>\n",
			" <th>geom_area</th>\n",
			" <th>N_DWL</th>\n",
			" <th>footprint</th>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>GKLAS</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",
			" <th></th>\n",
			" <th></th>\n",
			" <th></th>\n",
			" <th></th>\n",
			" </tr>\n",
			" </thead>\n",
			" <tbody>\n",
			" <tr>\n",
			" <th>1110.0</th>\n",
			" <td>1357641.0</td>\n",
			" <td>2.648499e+06</td>\n",
			" <td>1.223491e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1020.0</td>\n",
			" <td>8015.0</td>\n",
			" <td>100.0</td>\n",
			" <td>2.0</td>\n",
			" <td>3238.0</td>\n",
			" <td>131.604549</td>\n",
			" <td>1.0</td>\n",
			" <td>102.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1121.0</th>\n",
			" <td>1215949.0</td>\n",
			" <td>2.642884e+06</td>\n",
			" <td>1.202456e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1020.0</td>\n",
			" <td>8013.0</td>\n",
			" <td>136.0</td>\n",
			" <td>2.0</td>\n",
			" <td>2938.0</td>\n",
			" <td>182.617286</td>\n",
			" <td>2.0</td>\n",
			" <td>139.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1122.0</th>\n",
			" <td>1218255.0</td>\n",
			" <td>2.657576e+06</td>\n",
			" <td>1.221291e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1020.0</td>\n",
			" <td>8014.0</td>\n",
			" <td>218.0</td>\n",
			" <td>4.0</td>\n",
			" <td>2701.0</td>\n",
			" <td>244.074756</td>\n",
			" <td>6.0</td>\n",
			" <td>218.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1130.0</th>\n",
			" <td>1306613.5</td>\n",
			" <td>2.663716e+06</td>\n",
			" <td>1.224986e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1040.0</td>\n",
			" <td>8014.0</td>\n",
			" <td>366.0</td>\n",
			" <td>3.0</td>\n",
			" <td>2701.0</td>\n",
			" <td>374.261442</td>\n",
			" <td>2.0</td>\n",
			" <td>359.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1211.0</th>\n",
			" <td>1204477.0</td>\n",
			" <td>2.681368e+06</td>\n",
			" <td>1.185769e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1040.0</td>\n",
			" <td>8012.0</td>\n",
			" <td>295.0</td>\n",
			" <td>3.0</td>\n",
			" <td>3789.0</td>\n",
			" <td>331.317446</td>\n",
			" <td>1.0</td>\n",
			" <td>297.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1212.0</th>\n",
			" <td>9031419.0</td>\n",
			" <td>2.643177e+06</td>\n",
			" <td>1.174094e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1040.0</td>\n",
			" <td>8012.0</td>\n",
			" <td>171.0</td>\n",
			" <td>2.0</td>\n",
			" <td>3947.0</td>\n",
			" <td>195.359702</td>\n",
			" <td>1.0</td>\n",
			" <td>155.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1220.0</th>\n",
			" <td>3174571.0</td>\n",
			" <td>2.679516e+06</td>\n",
			" <td>1.245398e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8014.0</td>\n",
			" <td>309.0</td>\n",
			" <td>4.0</td>\n",
			" <td>2762.0</td>\n",
			" <td>332.164622</td>\n",
			" <td>1.0</td>\n",
			" <td>312.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1230.0</th>\n",
			" <td>11102816.0</td>\n",
			" <td>2.622516e+06</td>\n",
			" <td>1.206600e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8015.0</td>\n",
			" <td>321.0</td>\n",
			" <td>2.0</td>\n",
			" <td>4282.0</td>\n",
			" <td>394.875147</td>\n",
			" <td>1.0</td>\n",
			" <td>331.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1231.0</th>\n",
			" <td>400023921.0</td>\n",
			" <td>2.701206e+06</td>\n",
			" <td>1.272670e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8013.0</td>\n",
			" <td>186.0</td>\n",
			" <td>3.0</td>\n",
			" <td>4545.0</td>\n",
			" <td>180.924374</td>\n",
			" <td>1.0</td>\n",
			" <td>186.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1241.0</th>\n",
			" <td>210277204.0</td>\n",
			" <td>2.633976e+06</td>\n",
			" <td>1.251814e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8015.0</td>\n",
			" <td>38.0</td>\n",
			" <td>1.0</td>\n",
			" <td>2785.0</td>\n",
			" <td>172.243518</td>\n",
			" <td>1.0</td>\n",
			" <td>60.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1242.0</th>\n",
			" <td>243054180.5</td>\n",
			" <td>2.675483e+06</td>\n",
			" <td>1.245767e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8017.0</td>\n",
			" <td>41.0</td>\n",
			" <td>1.0</td>\n",
			" <td>2831.0</td>\n",
			" <td>78.064346</td>\n",
			" <td>1.0</td>\n",
			" <td>47.687522</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1251.0</th>\n",
			" <td>191306633.0</td>\n",
			" <td>2.665136e+06</td>\n",
			" <td>1.240107e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8015.0</td>\n",
			" <td>415.0</td>\n",
			" <td>2.0</td>\n",
			" <td>3851.0</td>\n",
			" <td>500.949909</td>\n",
			" <td>1.0</td>\n",
			" <td>437.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1252.0</th>\n",
			" <td>210196352.0</td>\n",
			" <td>2.660344e+06</td>\n",
			" <td>1.234048e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8015.0</td>\n",
			" <td>68.5</td>\n",
			" <td>1.0</td>\n",
			" <td>3792.0</td>\n",
			" <td>137.229763</td>\n",
			" <td>1.0</td>\n",
			" <td>80.567604</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1261.0</th>\n",
			" <td>191643975.0</td>\n",
			" <td>2.665441e+06</td>\n",
			" <td>1.229145e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8015.0</td>\n",
			" <td>144.0</td>\n",
			" <td>1.0</td>\n",
			" <td>2830.0</td>\n",
			" <td>190.885736</td>\n",
			" <td>1.0</td>\n",
			" <td>142.665627</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1262.0</th>\n",
			" <td>190170168.0</td>\n",
			" <td>2.660843e+06</td>\n",
			" <td>1.225924e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8011.0</td>\n",
			" <td>237.0</td>\n",
			" <td>3.0</td>\n",
			" <td>3001.0</td>\n",
			" <td>289.027504</td>\n",
			" <td>1.0</td>\n",
			" <td>236.596199</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1263.0</th>\n",
			" <td>11103310.0</td>\n",
			" <td>2.661404e+06</td>\n",
			" <td>1.231173e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8014.0</td>\n",
			" <td>448.0</td>\n",
			" <td>3.0</td>\n",
			" <td>3111.0</td>\n",
			" <td>501.005866</td>\n",
			" <td>1.0</td>\n",
			" <td>449.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1264.0</th>\n",
			" <td>2041949.0</td>\n",
			" <td>2.626612e+06</td>\n",
			" <td>1.222440e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1040.0</td>\n",
			" <td>8014.0</td>\n",
			" <td>544.0</td>\n",
			" <td>4.0</td>\n",
			" <td>3203.0</td>\n",
			" <td>586.929163</td>\n",
			" <td>1.0</td>\n",
			" <td>544.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1265.0</th>\n",
			" <td>191704373.0</td>\n",
			" <td>2.667017e+06</td>\n",
			" <td>1.241421e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8015.0</td>\n",
			" <td>530.0</td>\n",
			" <td>1.0</td>\n",
			" <td>2846.5</td>\n",
			" <td>591.972535</td>\n",
			" <td>1.0</td>\n",
			" <td>562.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1271.0</th>\n",
			" <td>210184080.0</td>\n",
			" <td>2.688850e+06</td>\n",
			" <td>1.227244e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8013.0</td>\n",
			" <td>102.0</td>\n",
			" <td>1.0</td>\n",
			" <td>2885.0</td>\n",
			" <td>158.106991</td>\n",
			" <td>1.0</td>\n",
			" <td>114.289389</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1272.0</th>\n",
			" <td>191645597.0</td>\n",
			" <td>2.682266e+06</td>\n",
			" <td>1.212026e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8012.0</td>\n",
			" <td>226.0</td>\n",
			" <td>1.0</td>\n",
			" <td>3832.0</td>\n",
			" <td>253.355480</td>\n",
			" <td>1.0</td>\n",
			" <td>228.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1273.0</th>\n",
			" <td>191666324.0</td>\n",
			" <td>2.614036e+06</td>\n",
			" <td>1.198589e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1080.0</td>\n",
			" <td>8011.0</td>\n",
			" <td>115.0</td>\n",
			" <td>1.0</td>\n",
			" <td>4021.0</td>\n",
			" <td>159.500515</td>\n",
			" <td>0.0</td>\n",
			" <td>108.071134</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1274.0</th>\n",
			" <td>210264995.5</td>\n",
			" <td>2.682252e+06</td>\n",
			" <td>1.250838e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8015.0</td>\n",
			" <td>24.0</td>\n",
			" <td>1.0</td>\n",
			" <td>1405.0</td>\n",
			" <td>73.543476</td>\n",
			" <td>1.0</td>\n",
			" <td>44.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1275.0</th>\n",
			" <td>5708399.5</td>\n",
			" <td>2.589505e+06</td>\n",
			" <td>1.236346e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1040.0</td>\n",
			" <td>8012.0</td>\n",
			" <td>382.0</td>\n",
			" <td>3.0</td>\n",
			" <td>6557.0</td>\n",
			" <td>418.280135</td>\n",
			" <td>1.0</td>\n",
			" <td>382.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1276.0</th>\n",
			" <td>2017194.0</td>\n",
			" <td>2.570069e+06</td>\n",
			" <td>1.236818e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8023.0</td>\n",
			" <td>291.0</td>\n",
			" <td>1.0</td>\n",
			" <td>6741.0</td>\n",
			" <td>471.655198</td>\n",
			" <td>0.0</td>\n",
			" <td>291.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1278.0</th>\n",
			" <td>97066936.5</td>\n",
			" <td>2.584303e+06</td>\n",
			" <td>1.235705e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8017.0</td>\n",
			" <td>199.5</td>\n",
			" <td>1.0</td>\n",
			" <td>6722.0</td>\n",
			" <td>221.852541</td>\n",
			" <td>1.0</td>\n",
			" <td>199.500000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>other_1040</th>\n",
			" <td>1253383.0</td>\n",
			" <td>2.645797e+06</td>\n",
			" <td>1.214798e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1040.0</td>\n",
			" <td>8012.0</td>\n",
			" <td>208.0</td>\n",
			" <td>3.0</td>\n",
			" <td>2501.0</td>\n",
			" <td>265.629149</td>\n",
			" <td>1.0</td>\n",
			" <td>212.683948</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>other_1060</th>\n",
			" <td>201036327.5</td>\n",
			" <td>2.691642e+06</td>\n",
			" <td>1.243502e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1060.0</td>\n",
			" <td>8014.0</td>\n",
			" <td>69.0</td>\n",
			" <td>1.0</td>\n",
			" <td>2196.0</td>\n",
			" <td>139.263143</td>\n",
			" <td>1.0</td>\n",
			" <td>91.112012</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>NaN</th>\n",
			" <td>201036033.0</td>\n",
			" <td>2.688620e+06</td>\n",
			" <td>1.241312e+06</td>\n",
			" <td>1004.0</td>\n",
			" <td>1080.0</td>\n",
			" <td>8017.0</td>\n",
			" <td>47.0</td>\n",
			" <td>1.0</td>\n",
			" <td>243.0</td>\n",
			" <td>70.723112</td>\n",
			" <td>1.0</td>\n",
			" <td>59.732289</td>\n",
			" </tr>\n",
			" </tbody>\n",
			"</table>\n",
			"</div>"
			],
			"text/plain": [
			" EGID GKODE GKODN GSTAT GKAT GBAUP \\\n",
			"GKLAS \n",
			"1110.0 1357641.0 2.648499e+06 1.223491e+06 1004.0 1020.0 8015.0 \n",
			"1121.0 1215949.0 2.642884e+06 1.202456e+06 1004.0 1020.0 8013.0 \n",
			"1122.0 1218255.0 2.657576e+06 1.221291e+06 1004.0 1020.0 8014.0 \n",
			"1130.0 1306613.5 2.663716e+06 1.224986e+06 1004.0 1040.0 8014.0 \n",
			"1211.0 1204477.0 2.681368e+06 1.185769e+06 1004.0 1040.0 8012.0 \n",
			"1212.0 9031419.0 2.643177e+06 1.174094e+06 1004.0 1040.0 8012.0 \n",
			"1220.0 3174571.0 2.679516e+06 1.245398e+06 1004.0 1060.0 8014.0 \n",
			"1230.0 11102816.0 2.622516e+06 1.206600e+06 1004.0 1060.0 8015.0 \n",
			"1231.0 400023921.0 2.701206e+06 1.272670e+06 1004.0 1060.0 8013.0 \n",
			"1241.0 210277204.0 2.633976e+06 1.251814e+06 1004.0 1060.0 8015.0 \n",
			"1242.0 243054180.5 2.675483e+06 1.245767e+06 1004.0 1060.0 8017.0 \n",
			"1251.0 191306633.0 2.665136e+06 1.240107e+06 1004.0 1060.0 8015.0 \n",
			"1252.0 210196352.0 2.660344e+06 1.234048e+06 1004.0 1060.0 8015.0 \n",
			"1261.0 191643975.0 2.665441e+06 1.229145e+06 1004.0 1060.0 8015.0 \n",
			"1262.0 190170168.0 2.660843e+06 1.225924e+06 1004.0 1060.0 8011.0 \n",
			"1263.0 11103310.0 2.661404e+06 1.231173e+06 1004.0 1060.0 8014.0 \n",
			"1264.0 2041949.0 2.626612e+06 1.222440e+06 1004.0 1040.0 8014.0 \n",
			"1265.0 191704373.0 2.667017e+06 1.241421e+06 1004.0 1060.0 8015.0 \n",
			"1271.0 210184080.0 2.688850e+06 1.227244e+06 1004.0 1060.0 8013.0 \n",
			"1272.0 191645597.0 2.682266e+06 1.212026e+06 1004.0 1060.0 8012.0 \n",
			"1273.0 191666324.0 2.614036e+06 1.198589e+06 1004.0 1080.0 8011.0 \n",
			"1274.0 210264995.5 2.682252e+06 1.250838e+06 1004.0 1060.0 8015.0 \n",
			"1275.0 5708399.5 2.589505e+06 1.236346e+06 1004.0 1040.0 8012.0 \n",
			"1276.0 2017194.0 2.570069e+06 1.236818e+06 1004.0 1060.0 8023.0 \n",
			"1278.0 97066936.5 2.584303e+06 1.235705e+06 1004.0 1060.0 8017.0 \n",
			"other_1040 1253383.0 2.645797e+06 1.214798e+06 1004.0 1040.0 8012.0 \n",
			"other_1060 201036327.5 2.691642e+06 1.243502e+06 1004.0 1060.0 8014.0 \n",
			"NaN 201036033.0 2.688620e+06 1.241312e+06 1004.0 1080.0 8017.0 \n",
			"\n",
			" GAREA GASTW GGDENR geom_area N_DWL footprint \n",
			"GKLAS \n",
			"1110.0 100.0 2.0 3238.0 131.604549 1.0 102.000000 \n",
			"1121.0 136.0 2.0 2938.0 182.617286 2.0 139.000000 \n",
			"1122.0 218.0 4.0 2701.0 244.074756 6.0 218.000000 \n",
			"1130.0 366.0 3.0 2701.0 374.261442 2.0 359.000000 \n",
			"1211.0 295.0 3.0 3789.0 331.317446 1.0 297.000000 \n",
			"1212.0 171.0 2.0 3947.0 195.359702 1.0 155.000000 \n",
			"1220.0 309.0 4.0 2762.0 332.164622 1.0 312.000000 \n",
			"1230.0 321.0 2.0 4282.0 394.875147 1.0 331.000000 \n",
			"1231.0 186.0 3.0 4545.0 180.924374 1.0 186.000000 \n",
			"1241.0 38.0 1.0 2785.0 172.243518 1.0 60.000000 \n",
			"1242.0 41.0 1.0 2831.0 78.064346 1.0 47.687522 \n",
			"1251.0 415.0 2.0 3851.0 500.949909 1.0 437.000000 \n",
			"1252.0 68.5 1.0 3792.0 137.229763 1.0 80.567604 \n",
			"1261.0 144.0 1.0 2830.0 190.885736 1.0 142.665627 \n",
			"1262.0 237.0 3.0 3001.0 289.027504 1.0 236.596199 \n",
			"1263.0 448.0 3.0 3111.0 501.005866 1.0 449.000000 \n",
			"1264.0 544.0 4.0 3203.0 586.929163 1.0 544.000000 \n",
			"1265.0 530.0 1.0 2846.5 591.972535 1.0 562.000000 \n",
			"1271.0 102.0 1.0 2885.0 158.106991 1.0 114.289389 \n",
			"1272.0 226.0 1.0 3832.0 253.355480 1.0 228.000000 \n",
			"1273.0 115.0 1.0 4021.0 159.500515 0.0 108.071134 \n",
			"1274.0 24.0 1.0 1405.0 73.543476 1.0 44.000000 \n",
			"1275.0 382.0 3.0 6557.0 418.280135 1.0 382.000000 \n",
			"1276.0 291.0 1.0 6741.0 471.655198 0.0 291.000000 \n",
			"1278.0 199.5 1.0 6722.0 221.852541 1.0 199.500000 \n",
			"other_1040 208.0 3.0 2501.0 265.629149 1.0 212.683948 \n",
			"other_1060 69.0 1.0 2196.0 139.263143 1.0 91.112012 \n",
			"NaN 47.0 1.0 243.0 70.723112 1.0 59.732289 "
			]
			},
			"execution_count": 27,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"GWR_GKLAS_median"
			]
			},
			{
			"cell_type": "markdown",
			"id": "mexican-honey",
			"metadata": {},
			"source": [
			"## 2.4 Fill missing GKLAS in dwelling data"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 28,
			"id": "comparable-employer",
			"metadata": {
			"scrolled": false
			},
			"outputs": [],
			"source": [
			"DWL = DWL.drop(columns = ['GKLAS']).merge(GWR[['EGID', 'GKLAS']], on = 'EGID', how = 'left')"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 29,
			"id": "authentic-formation",
			"metadata": {},
			"outputs": [],
			"source": [
			"DWL_GKLAS_median = pd.concat([ DWL_GKLAS_median, \n",
			" DWL.groupby('GKLAS', dropna = False).median().loc[['other_1040','other_1060', np.nan]]])"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 30,
			"id": "cross-preview",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/html": [
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			"<table border=\"1\" class=\"dataframe\">\n",
			" <thead>\n",
			" <tr style=\"text-align: right;\">\n",
			" <th></th>\n",
			" <th>EGID</th>\n",
			" <th>EWID</th>\n",
			" <th>WAZIM</th>\n",
			" <th>WAREA</th>\n",
			" <th>WSTAT</th>\n",
			" <th>WNART</th>\n",
			" <th>GKAT</th>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>GKLAS</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>1110.0</th>\n",
			" <td>1355253.0</td>\n",
			" <td>1.0</td>\n",
			" <td>5.0</td>\n",
			" <td>136.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1020.0</td>\n",
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			" <tr>\n",
			" <th>1121.0</th>\n",
			" <td>1215276.0</td>\n",
			" <td>2.0</td>\n",
			" <td>4.0</td>\n",
			" <td>94.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1020.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1122.0</th>\n",
			" <td>1192665.0</td>\n",
			" <td>5.0</td>\n",
			" <td>3.0</td>\n",
			" <td>80.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1020.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1130.0</th>\n",
			" <td>1359422.0</td>\n",
			" <td>14.0</td>\n",
			" <td>2.0</td>\n",
			" <td>42.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1211.0</th>\n",
			" <td>1189688.0</td>\n",
			" <td>5.0</td>\n",
			" <td>2.0</td>\n",
			" <td>50.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1212.0</th>\n",
			" <td>1243963.0</td>\n",
			" <td>6.0</td>\n",
			" <td>1.0</td>\n",
			" <td>40.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3020.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1220.0</th>\n",
			" <td>1230059.0</td>\n",
			" <td>2.0</td>\n",
			" <td>3.0</td>\n",
			" <td>89.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1230.0</th>\n",
			" <td>1754661.0</td>\n",
			" <td>3.0</td>\n",
			" <td>3.0</td>\n",
			" <td>85.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1231.0</th>\n",
			" <td>978241.0</td>\n",
			" <td>1.0</td>\n",
			" <td>4.0</td>\n",
			" <td>85.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>NaN</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1241.0</th>\n",
			" <td>956771.0</td>\n",
			" <td>2.0</td>\n",
			" <td>4.0</td>\n",
			" <td>88.5</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1242.0</th>\n",
			" <td>1705010.0</td>\n",
			" <td>1.0</td>\n",
			" <td>3.0</td>\n",
			" <td>90.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1251.0</th>\n",
			" <td>2289604.0</td>\n",
			" <td>1.0</td>\n",
			" <td>4.0</td>\n",
			" <td>100.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1252.0</th>\n",
			" <td>9033382.0</td>\n",
			" <td>1.0</td>\n",
			" <td>3.0</td>\n",
			" <td>90.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1261.0</th>\n",
			" <td>1463190.0</td>\n",
			" <td>1.0</td>\n",
			" <td>3.0</td>\n",
			" <td>80.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1262.0</th>\n",
			" <td>927792.5</td>\n",
			" <td>1.0</td>\n",
			" <td>4.0</td>\n",
			" <td>90.5</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
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			" <tr>\n",
			" <th>1263.0</th>\n",
			" <td>925529.0</td>\n",
			" <td>1.0</td>\n",
			" <td>4.0</td>\n",
			" <td>96.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1264.0</th>\n",
			" <td>1150013.0</td>\n",
			" <td>17.0</td>\n",
			" <td>1.0</td>\n",
			" <td>39.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1265.0</th>\n",
			" <td>1199955.5</td>\n",
			" <td>1.0</td>\n",
			" <td>4.0</td>\n",
			" <td>94.5</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1271.0</th>\n",
			" <td>190373238.5</td>\n",
			" <td>1.0</td>\n",
			" <td>3.0</td>\n",
			" <td>60.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3020.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1272.0</th>\n",
			" <td>822126.0</td>\n",
			" <td>1.0</td>\n",
			" <td>4.0</td>\n",
			" <td>98.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
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			" <tr>\n",
			" <th>1274.0</th>\n",
			" <td>1346074.0</td>\n",
			" <td>2.0</td>\n",
			" <td>3.0</td>\n",
			" <td>80.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1275.0</th>\n",
			" <td>1442311.0</td>\n",
			" <td>1.0</td>\n",
			" <td>3.0</td>\n",
			" <td>95.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3040.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1278.0</th>\n",
			" <td>2404832.0</td>\n",
			" <td>1.0</td>\n",
			" <td>3.0</td>\n",
			" <td>90.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3020.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>other_1040</th>\n",
			" <td>1235904.0</td>\n",
			" <td>2.0</td>\n",
			" <td>3.0</td>\n",
			" <td>83.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1040.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>other_1060</th>\n",
			" <td>100636035.0</td>\n",
			" <td>1.0</td>\n",
			" <td>3.0</td>\n",
			" <td>65.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3030.0</td>\n",
			" <td>1060.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>NaN</th>\n",
			" <td>191675279.0</td>\n",
			" <td>4.5</td>\n",
			" <td>3.0</td>\n",
			" <td>92.0</td>\n",
			" <td>3004.0</td>\n",
			" <td>3010.0</td>\n",
			" <td>1010.0</td>\n",
			" </tr>\n",
			" </tbody>\n",
			"</table>\n",
			"</div>"
			],
			"text/plain": [
			" EGID EWID WAZIM WAREA WSTAT WNART GKAT\n",
			"GKLAS \n",
			"1110.0 1355253.0 1.0 5.0 136.0 3004.0 3010.0 1020.0\n",
			"1121.0 1215276.0 2.0 4.0 94.0 3004.0 3010.0 1020.0\n",
			"1122.0 1192665.0 5.0 3.0 80.0 3004.0 3010.0 1020.0\n",
			"1130.0 1359422.0 14.0 2.0 42.0 3004.0 3010.0 1040.0\n",
			"1211.0 1189688.0 5.0 2.0 50.0 3004.0 3010.0 1040.0\n",
			"1212.0 1243963.0 6.0 1.0 40.0 3004.0 3020.0 1040.0\n",
			"1220.0 1230059.0 2.0 3.0 89.0 3004.0 3010.0 1040.0\n",
			"1230.0 1754661.0 3.0 3.0 85.0 3004.0 3010.0 1040.0\n",
			"1231.0 978241.0 1.0 4.0 85.0 3004.0 NaN 1040.0\n",
			"1241.0 956771.0 2.0 4.0 88.5 3004.0 3010.0 1040.0\n",
			"1242.0 1705010.0 1.0 3.0 90.0 3004.0 3010.0 1040.0\n",
			"1251.0 2289604.0 1.0 4.0 100.0 3004.0 3010.0 1040.0\n",
			"1252.0 9033382.0 1.0 3.0 90.0 3004.0 3010.0 1040.0\n",
			"1261.0 1463190.0 1.0 3.0 80.0 3004.0 3010.0 1040.0\n",
			"1262.0 927792.5 1.0 4.0 90.5 3004.0 3010.0 1040.0\n",
			"1263.0 925529.0 1.0 4.0 96.0 3004.0 3010.0 1040.0\n",
			"1264.0 1150013.0 17.0 1.0 39.0 3004.0 3010.0 1040.0\n",
			"1265.0 1199955.5 1.0 4.0 94.5 3004.0 3010.0 1040.0\n",
			"1271.0 190373238.5 1.0 3.0 60.0 3004.0 3020.0 1040.0\n",
			"1272.0 822126.0 1.0 4.0 98.0 3004.0 3010.0 1040.0\n",
			"1274.0 1346074.0 2.0 3.0 80.0 3004.0 3010.0 1040.0\n",
			"1275.0 1442311.0 1.0 3.0 95.0 3004.0 3040.0 1040.0\n",
			"1278.0 2404832.0 1.0 3.0 90.0 3004.0 3020.0 1040.0\n",
			"other_1040 1235904.0 2.0 3.0 83.0 3004.0 3010.0 1040.0\n",
			"other_1060 100636035.0 1.0 3.0 65.0 3004.0 3030.0 1060.0\n",
			"NaN 191675279.0 4.5 3.0 92.0 3004.0 3010.0 1010.0"
			]
			},
			"execution_count": 30,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"DWL_GKLAS_median"
			]
			},
			{
			"cell_type": "markdown",
			"id": "expired-state",
			"metadata": {},
			"source": [
			"# Part 3 - Fill dwelling information"
			]
			},
			{
			"cell_type": "markdown",
			"id": "opposite-copyright",
			"metadata": {},
			"source": [
			"## 3.1 Fill missing dwelling area"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 31,
			"id": "coral-tolerance",
			"metadata": {},
			"outputs": [],
			"source": [
			"DWL['DWL_area'] = DWL['WAREA']"
			]
			},
			{
			"cell_type": "markdown",
			"id": "subsequent-frederick",
			"metadata": {},
			"source": [
			"### Available number of rooms (WAZIM) - multiply number of rooms with average room size"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 32,
			"id": "healthy-crack",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 3.17%\n"
			]
			}
			],
			"source": [
			"missing_WAREA = DWL.WAREA.isna()\n",
			"print('Percentage of missing data: %.2f%%' %(len(DWL[missing_WAREA]) / len(DWL)*100))"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 33,
			"id": "plain-swedish",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Median room size: 26.3 m2\n"
			]
			}
			],
			"source": [
			"avg_room_size = (DWL['WAREA'] / DWL['WAZIM']).median()\n",
			"print('Median room size: %.1f m2' %avg_room_size) \n",
			"# NOTE: checked that average room size is approximately constant across dwelling categories (WNART)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 34,
			"id": "overall-zealand",
			"metadata": {},
			"outputs": [],
			"source": [
			"DWL.loc[missing_WAREA,'DWL_area'] = DWL.loc[missing_WAREA,'WAZIM'] * avg_room_size"
			]
			},
			{
			"cell_type": "markdown",
			"id": "coupled-january",
			"metadata": {},
			"source": [
			"### No information on rooms - Map based on average dwelling area per dwelling type (WNART)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 35,
			"id": "creative-rotation",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 0.01%\n"
			]
			}
			],
			"source": [
			"missing_area = DWL.DWL_area.isna()\n",
			"print('Percentage of missing data: %.2f%%' %(len(DWL[missing_area]) / len(DWL)*100))"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 36,
			"id": "fatty-spending",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"GKLAS\n",
			"1110.0 136.0\n",
			"1121.0 94.0\n",
			"1122.0 80.0\n",
			"1130.0 42.0\n",
			"1211.0 50.0\n",
			"1212.0 40.0\n",
			"1220.0 89.0\n",
			"1230.0 85.0\n",
			"1231.0 85.0\n",
			"1241.0 88.5\n",
			"1242.0 90.0\n",
			"1251.0 100.0\n",
			"1252.0 90.0\n",
			"1261.0 80.0\n",
			"1262.0 90.5\n",
			"1263.0 96.0\n",
			"1264.0 39.0\n",
			"1265.0 94.5\n",
			"1271.0 60.0\n",
			"1272.0 98.0\n",
			"1274.0 80.0\n",
			"1275.0 95.0\n",
			"1278.0 90.0\n",
			"other_1040 83.0\n",
			"other_1060 65.0\n",
			"NaN 92.0\n",
			"Name: WAREA, dtype: float64"
			]
			},
			"execution_count": 36,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"area_map = DWL_GKLAS_median.WAREA\n",
			"area_map"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 37,
			"id": "suffering-brush",
			"metadata": {},
			"outputs": [],
			"source": [
			"DWL.loc[missing_area,'DWL_area'] = DWL.loc[missing_area,'GKLAS'].map(area_map)\n",
			"# NOTE: checked that a sufficient number of values is available as support in each class"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 38,
			"id": "according-strengthening",
			"metadata": {},
			"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>EGID</th>\n",
			" <th>EWID</th>\n",
			" <th>WAZIM</th>\n",
			" <th>WAREA</th>\n",
			" <th>WSTAT</th>\n",
			" <th>WNART</th>\n",
			" <th>Create_Date</th>\n",
			" <th>GKAT</th>\n",
			" <th>GKLAS</th>\n",
			" <th>DWL_area</th>\n",
			" </tr>\n",
			" </thead>\n",
			" <tbody>\n",
			" <tr>\n",
			" <th>0</th>\n",
			" <td>1600000</td>\n",
			" <td>3</td>\n",
			" <td>2.0</td>\n",
			" <td>70.0</td>\n",
			" <td>3004</td>\n",
			" <td>3010.0</td>\n",
			" <td>2011-04-12</td>\n",
			" <td>1020.0</td>\n",
			" <td>1122</td>\n",
			" <td>70.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1</th>\n",
			" <td>1600000</td>\n",
			" <td>6</td>\n",
			" <td>4.0</td>\n",
			" <td>139.0</td>\n",
			" <td>3004</td>\n",
			" <td>3010.0</td>\n",
			" <td>2019-12-11</td>\n",
			" <td>1020.0</td>\n",
			" <td>1122</td>\n",
			" <td>139.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>2</th>\n",
			" <td>1600000</td>\n",
			" <td>7</td>\n",
			" <td>2.0</td>\n",
			" <td>70.0</td>\n",
			" <td>3004</td>\n",
			" <td>3010.0</td>\n",
			" <td>2019-12-11</td>\n",
			" <td>1020.0</td>\n",
			" <td>1122</td>\n",
			" <td>70.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>3</th>\n",
			" <td>1600001</td>\n",
			" <td>1</td>\n",
			" <td>5.0</td>\n",
			" <td>90.0</td>\n",
			" <td>3004</td>\n",
			" <td>3010.0</td>\n",
			" <td>2003-05-03</td>\n",
			" <td>1030.0</td>\n",
			" <td>1110</td>\n",
			" <td>90.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>4</th>\n",
			" <td>1600002</td>\n",
			" <td>1</td>\n",
			" <td>4.0</td>\n",
			" <td>NaN</td>\n",
			" <td>3004</td>\n",
			" <td>NaN</td>\n",
			" <td>2003-05-03</td>\n",
			" <td>1030.0</td>\n",
			" <td>1121</td>\n",
			" <td>105.333333</td>\n",
			" </tr>\n",
			" </tbody>\n",
			"</table>\n",
			"</div>"
			],
			"text/plain": [
			" EGID EWID WAZIM WAREA WSTAT WNART Create_Date GKAT GKLAS \\\n",
			"0 1600000 3 2.0 70.0 3004 3010.0 2011-04-12 1020.0 1122 \n",
			"1 1600000 6 4.0 139.0 3004 3010.0 2019-12-11 1020.0 1122 \n",
			"2 1600000 7 2.0 70.0 3004 3010.0 2019-12-11 1020.0 1122 \n",
			"3 1600001 1 5.0 90.0 3004 3010.0 2003-05-03 1030.0 1110 \n",
			"4 1600002 1 4.0 NaN 3004 NaN 2003-05-03 1030.0 1121 \n",
			"\n",
			" DWL_area \n",
			"0 70.000000 \n",
			"1 139.000000 \n",
			"2 70.000000 \n",
			"3 90.000000 \n",
			"4 105.333333 "
			]
			},
			"execution_count": 38,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"DWL.head()"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 39,
			"id": "cellular-response",
			"metadata": {},
			"outputs": [],
			"source": [
			"DWL['WNART_group'] = 'other use'\n",
			"DWL.loc[DWL.WNART == 3010, 'WNART_group'] = '1st home'\n",
			"DWL.loc[DWL.WNART == 3020, 'WNART_group'] = '2nd home'"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 40,
			"id": "upset-seeking",
			"metadata": {},
			"outputs": [],
			"source": [
			"DWL['GKLAS_group'] = 'other class'\n",
			"DWL.loc[DWL.GKLAS == 1110, 'GKLAS_group'] = '1 flat'\n",
			"DWL.loc[DWL.GKLAS == 1121, 'GKLAS_group'] = '2 flats'\n",
			"DWL.loc[DWL.GKLAS == 1122, 'GKLAS_group'] = '>3 flats'"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 41,
			"id": "binding-combination",
			"metadata": {},
			"outputs": [],
			"source": [
			"WNART_group = DWL.pivot(columns = 'WNART_group', values = 'DWL_area')\n",
			"GKLAS_group = DWL.pivot(columns = 'GKLAS_group', values = 'DWL_area')"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 42,
			"id": "unlike-shell",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"application/javascript": [
			"/* Put everything inside the global mpl namespace */\n",
			"/* global mpl */\n",
			"window.mpl = {};\n",
			"\n",
			"mpl.get_websocket_type = function () {\n",
			" if (typeof WebSocket !== 'undefined') {\n",
			" return WebSocket;\n",
			" } else if (typeof MozWebSocket !== 'undefined') {\n",
			" return MozWebSocket;\n",
			" } else {\n",
			" alert(\n",
			" 'Your browser does not have WebSocket support. ' +\n",
			" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
			" 'Firefox 4 and 5 are also supported but you ' +\n",
			" 'have to enable WebSockets in about:config.'\n",
			" );\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
			" this.id = figure_id;\n",
			"\n",
			" this.ws = websocket;\n",
			"\n",
			" this.supports_binary = this.ws.binaryType !== undefined;\n",
			"\n",
			" if (!this.supports_binary) {\n",
			" var warnings = document.getElementById('mpl-warnings');\n",
			" if (warnings) {\n",
			" warnings.style.display = 'block';\n",
			" warnings.textContent =\n",
			" 'This browser does not support binary websocket messages. ' +\n",
			" 'Performance may be slow.';\n",
			" }\n",
			" }\n",
			"\n",
			" this.imageObj = new Image();\n",
			"\n",
			" this.context = undefined;\n",
			" this.message = undefined;\n",
			" this.canvas = undefined;\n",
			" this.rubberband_canvas = undefined;\n",
			" this.rubberband_context = undefined;\n",
			" this.format_dropdown = undefined;\n",
			"\n",
			" this.image_mode = 'full';\n",
			"\n",
			" this.root = document.createElement('div');\n",
			" this.root.setAttribute('style', 'display: inline-block');\n",
			" this._root_extra_style(this.root);\n",
			"\n",
			" parent_element.appendChild(this.root);\n",
			"\n",
			" this._init_header(this);\n",
			" this._init_canvas(this);\n",
			" this._init_toolbar(this);\n",
			"\n",
			" var fig = this;\n",
			"\n",
			" this.waiting = false;\n",
			"\n",
			" this.ws.onopen = function () {\n",
			" fig.send_message('supports_binary', { value: fig.supports_binary });\n",
			" fig.send_message('send_image_mode', {});\n",
			" if (fig.ratio !== 1) {\n",
			" fig.send_message('set_dpi_ratio', { dpi_ratio: fig.ratio });\n",
			" }\n",
			" fig.send_message('refresh', {});\n",
			" };\n",
			"\n",
			" this.imageObj.onload = function () {\n",
			" if (fig.image_mode === 'full') {\n",
			" // Full images could contain transparency (where diff images\n",
			" // almost always do), so we need to clear the canvas so that\n",
			" // there is no ghosting.\n",
			" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
			" }\n",
			" fig.context.drawImage(fig.imageObj, 0, 0);\n",
			" };\n",
			"\n",
			" this.imageObj.onunload = function () {\n",
			" fig.ws.close();\n",
			" };\n",
			"\n",
			" this.ws.onmessage = this._make_on_message_function(this);\n",
			"\n",
			" this.ondownload = ondownload;\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._init_header = function () {\n",
			" var titlebar = document.createElement('div');\n",
			" titlebar.classList =\n",
			" 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
			" var titletext = document.createElement('div');\n",
			" titletext.classList = 'ui-dialog-title';\n",
			" titletext.setAttribute(\n",
			" 'style',\n",
			" 'width: 100%; text-align: center; padding: 3px;'\n",
			" );\n",
			" titlebar.appendChild(titletext);\n",
			" this.root.appendChild(titlebar);\n",
			" this.header = titletext;\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
			"\n",
			"mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
			"\n",
			"mpl.figure.prototype._init_canvas = function () {\n",
			" var fig = this;\n",
			"\n",
			" var canvas_div = (this.canvas_div = document.createElement('div'));\n",
			" canvas_div.setAttribute(\n",
			" 'style',\n",
			" 'border: 1px solid #ddd;' +\n",
			" 'box-sizing: content-box;' +\n",
			" 'clear: both;' +\n",
			" 'min-height: 1px;' +\n",
			" 'min-width: 1px;' +\n",
			" 'outline: 0;' +\n",
			" 'overflow: hidden;' +\n",
			" 'position: relative;' +\n",
			" 'resize: both;'\n",
			" );\n",
			"\n",
			" function on_keyboard_event_closure(name) {\n",
			" return function (event) {\n",
			" return fig.key_event(event, name);\n",
			" };\n",
			" }\n",
			"\n",
			" canvas_div.addEventListener(\n",
			" 'keydown',\n",
			" on_keyboard_event_closure('key_press')\n",
			" );\n",
			" canvas_div.addEventListener(\n",
			" 'keyup',\n",
			" on_keyboard_event_closure('key_release')\n",
			" );\n",
			"\n",
			" this._canvas_extra_style(canvas_div);\n",
			" this.root.appendChild(canvas_div);\n",
			"\n",
			" var canvas = (this.canvas = document.createElement('canvas'));\n",
			" canvas.classList.add('mpl-canvas');\n",
			" canvas.setAttribute('style', 'box-sizing: content-box;');\n",
			"\n",
			" this.context = canvas.getContext('2d');\n",
			"\n",
			" var backingStore =\n",
			" this.context.backingStorePixelRatio \|\|\n",
			" this.context.webkitBackingStorePixelRatio \|\|\n",
			" this.context.mozBackingStorePixelRatio \|\|\n",
			" this.context.msBackingStorePixelRatio \|\|\n",
			" this.context.oBackingStorePixelRatio \|\|\n",
			" this.context.backingStorePixelRatio \|\|\n",
			" 1;\n",
			"\n",
			" this.ratio = (window.devicePixelRatio \|\| 1) / backingStore;\n",
			" if (this.ratio !== 1) {\n",
			" fig.send_message('set_dpi_ratio', { dpi_ratio: this.ratio });\n",
			" }\n",
			"\n",
			" var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
			" 'canvas'\n",
			" ));\n",
			" rubberband_canvas.setAttribute(\n",
			" 'style',\n",
			" 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
			" );\n",
			"\n",
			" var resizeObserver = new ResizeObserver(function (entries) {\n",
			" var nentries = entries.length;\n",
			" for (var i = 0; i < nentries; i++) {\n",
			" var entry = entries[i];\n",
			" var width, height;\n",
			" if (entry.contentBoxSize) {\n",
			" if (entry.contentBoxSize instanceof Array) {\n",
			" // Chrome 84 implements new version of spec.\n",
			" width = entry.contentBoxSize[0].inlineSize;\n",
			" height = entry.contentBoxSize[0].blockSize;\n",
			" } else {\n",
			" // Firefox implements old version of spec.\n",
			" width = entry.contentBoxSize.inlineSize;\n",
			" height = entry.contentBoxSize.blockSize;\n",
			" }\n",
			" } else {\n",
			" // Chrome <84 implements even older version of spec.\n",
			" width = entry.contentRect.width;\n",
			" height = entry.contentRect.height;\n",
			" }\n",
			"\n",
			" // Keep the size of the canvas and rubber band canvas in sync with\n",
			" // the canvas container.\n",
			" if (entry.devicePixelContentBoxSize) {\n",
			" // Chrome 84 implements new version of spec.\n",
			" canvas.setAttribute(\n",
			" 'width',\n",
			" entry.devicePixelContentBoxSize[0].inlineSize\n",
			" );\n",
			" canvas.setAttribute(\n",
			" 'height',\n",
			" entry.devicePixelContentBoxSize[0].blockSize\n",
			" );\n",
			" } else {\n",
			" canvas.setAttribute('width', width * fig.ratio);\n",
			" canvas.setAttribute('height', height * fig.ratio);\n",
			" }\n",
			" canvas.setAttribute(\n",
			" 'style',\n",
			" 'width: ' + width + 'px; height: ' + height + 'px;'\n",
			" );\n",
			"\n",
			" rubberband_canvas.setAttribute('width', width);\n",
			" rubberband_canvas.setAttribute('height', height);\n",
			"\n",
			" // And update the size in Python. We ignore the initial 0/0 size\n",
			" // that occurs as the element is placed into the DOM, which should\n",
			" // otherwise not happen due to the minimum size styling.\n",
			" if (width != 0 && height != 0) {\n",
			" fig.request_resize(width, height);\n",
			" }\n",
			" }\n",
			" });\n",
			" resizeObserver.observe(canvas_div);\n",
			"\n",
			" function on_mouse_event_closure(name) {\n",
			" return function (event) {\n",
			" return fig.mouse_event(event, name);\n",
			" };\n",
			" }\n",
			"\n",
			" rubberband_canvas.addEventListener(\n",
			" 'mousedown',\n",
			" on_mouse_event_closure('button_press')\n",
			" );\n",
			" rubberband_canvas.addEventListener(\n",
			" 'mouseup',\n",
			" on_mouse_event_closure('button_release')\n",
			" );\n",
			" // Throttle sequential mouse events to 1 every 20ms.\n",
			" rubberband_canvas.addEventListener(\n",
			" 'mousemove',\n",
			" on_mouse_event_closure('motion_notify')\n",
			" );\n",
			"\n",
			" rubberband_canvas.addEventListener(\n",
			" 'mouseenter',\n",
			" on_mouse_event_closure('figure_enter')\n",
			" );\n",
			" rubberband_canvas.addEventListener(\n",
			" 'mouseleave',\n",
			" on_mouse_event_closure('figure_leave')\n",
			" );\n",
			"\n",
			" canvas_div.addEventListener('wheel', function (event) {\n",
			" if (event.deltaY < 0) {\n",
			" event.step = 1;\n",
			" } else {\n",
			" event.step = -1;\n",
			" }\n",
			" on_mouse_event_closure('scroll')(event);\n",
			" });\n",
			"\n",
			" canvas_div.appendChild(canvas);\n",
			" canvas_div.appendChild(rubberband_canvas);\n",
			"\n",
			" this.rubberband_context = rubberband_canvas.getContext('2d');\n",
			" this.rubberband_context.strokeStyle = '#000000';\n",
			"\n",
			" this._resize_canvas = function (width, height, forward) {\n",
			" if (forward) {\n",
			" canvas_div.style.width = width + 'px';\n",
			" canvas_div.style.height = height + 'px';\n",
			" }\n",
			" };\n",
			"\n",
			" // Disable right mouse context menu.\n",
			" this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
			" event.preventDefault();\n",
			" return false;\n",
			" });\n",
			"\n",
			" function set_focus() {\n",
			" canvas.focus();\n",
			" canvas_div.focus();\n",
			" }\n",
			"\n",
			" window.setTimeout(set_focus, 100);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._init_toolbar = function () {\n",
			" var fig = this;\n",
			"\n",
			" var toolbar = document.createElement('div');\n",
			" toolbar.classList = 'mpl-toolbar';\n",
			" this.root.appendChild(toolbar);\n",
			"\n",
			" function on_click_closure(name) {\n",
			" return function (_event) {\n",
			" return fig.toolbar_button_onclick(name);\n",
			" };\n",
			" }\n",
			"\n",
			" function on_mouseover_closure(tooltip) {\n",
			" return function (event) {\n",
			" if (!event.currentTarget.disabled) {\n",
			" return fig.toolbar_button_onmouseover(tooltip);\n",
			" }\n",
			" };\n",
			" }\n",
			"\n",
			" fig.buttons = {};\n",
			" var buttonGroup = document.createElement('div');\n",
			" buttonGroup.classList = 'mpl-button-group';\n",
			" for (var toolbar_ind in mpl.toolbar_items) {\n",
			" var name = mpl.toolbar_items[toolbar_ind][0];\n",
			" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
			" var image = mpl.toolbar_items[toolbar_ind][2];\n",
			" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
			"\n",
			" if (!name) {\n",
			" /* Instead of a spacer, we start a new button group. */\n",
			" if (buttonGroup.hasChildNodes()) {\n",
			" toolbar.appendChild(buttonGroup);\n",
			" }\n",
			" buttonGroup = document.createElement('div');\n",
			" buttonGroup.classList = 'mpl-button-group';\n",
			" continue;\n",
			" }\n",
			"\n",
			" var button = (fig.buttons[name] = document.createElement('button'));\n",
			" button.classList = 'mpl-widget';\n",
			" button.setAttribute('role', 'button');\n",
			" button.setAttribute('aria-disabled', 'false');\n",
			" button.addEventListener('click', on_click_closure(method_name));\n",
			" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
			"\n",
			" var icon_img = document.createElement('img');\n",
			" icon_img.src = '_images/' + image + '.png';\n",
			" icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
			" icon_img.alt = tooltip;\n",
			" button.appendChild(icon_img);\n",
			"\n",
			" buttonGroup.appendChild(button);\n",
			" }\n",
			"\n",
			" if (buttonGroup.hasChildNodes()) {\n",
			" toolbar.appendChild(buttonGroup);\n",
			" }\n",
			"\n",
			" var fmt_picker = document.createElement('select');\n",
			" fmt_picker.classList = 'mpl-widget';\n",
			" toolbar.appendChild(fmt_picker);\n",
			" this.format_dropdown = fmt_picker;\n",
			"\n",
			" for (var ind in mpl.extensions) {\n",
			" var fmt = mpl.extensions[ind];\n",
			" var option = document.createElement('option');\n",
			" option.selected = fmt === mpl.default_extension;\n",
			" option.innerHTML = fmt;\n",
			" fmt_picker.appendChild(option);\n",
			" }\n",
			"\n",
			" var status_bar = document.createElement('span');\n",
			" status_bar.classList = 'mpl-message';\n",
			" toolbar.appendChild(status_bar);\n",
			" this.message = status_bar;\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
			" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
			" // which will in turn request a refresh of the image.\n",
			" this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.send_message = function (type, properties) {\n",
			" properties['type'] = type;\n",
			" properties['figure_id'] = this.id;\n",
			" this.ws.send(JSON.stringify(properties));\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.send_draw_message = function () {\n",
			" if (!this.waiting) {\n",
			" this.waiting = true;\n",
			" this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
			" var format_dropdown = fig.format_dropdown;\n",
			" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
			" fig.ondownload(fig, format);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
			" var size = msg['size'];\n",
			" if (size[0] !== fig.canvas.width \|\| size[1] !== fig.canvas.height) {\n",
			" fig._resize_canvas(size[0], size[1], msg['forward']);\n",
			" fig.send_message('refresh', {});\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
			" var x0 = msg['x0'] / fig.ratio;\n",
			" var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
			" var x1 = msg['x1'] / fig.ratio;\n",
			" var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
			" x0 = Math.floor(x0) + 0.5;\n",
			" y0 = Math.floor(y0) + 0.5;\n",
			" x1 = Math.floor(x1) + 0.5;\n",
			" y1 = Math.floor(y1) + 0.5;\n",
			" var min_x = Math.min(x0, x1);\n",
			" var min_y = Math.min(y0, y1);\n",
			" var width = Math.abs(x1 - x0);\n",
			" var height = Math.abs(y1 - y0);\n",
			"\n",
			" fig.rubberband_context.clearRect(\n",
			" 0,\n",
			" 0,\n",
			" fig.canvas.width / fig.ratio,\n",
			" fig.canvas.height / fig.ratio\n",
			" );\n",
			"\n",
			" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
			" // Updates the figure title.\n",
			" fig.header.textContent = msg['label'];\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
			" var cursor = msg['cursor'];\n",
			" switch (cursor) {\n",
			" case 0:\n",
			" cursor = 'pointer';\n",
			" break;\n",
			" case 1:\n",
			" cursor = 'default';\n",
			" break;\n",
			" case 2:\n",
			" cursor = 'crosshair';\n",
			" break;\n",
			" case 3:\n",
			" cursor = 'move';\n",
			" break;\n",
			" }\n",
			" fig.rubberband_canvas.style.cursor = cursor;\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_message = function (fig, msg) {\n",
			" fig.message.textContent = msg['message'];\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
			" // Request the server to send over a new figure.\n",
			" fig.send_draw_message();\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
			" fig.image_mode = msg['mode'];\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
			" for (var key in msg) {\n",
			" if (!(key in fig.buttons)) {\n",
			" continue;\n",
			" }\n",
			" fig.buttons[key].disabled = !msg[key];\n",
			" fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
			" if (msg['mode'] === 'PAN') {\n",
			" fig.buttons['Pan'].classList.add('active');\n",
			" fig.buttons['Zoom'].classList.remove('active');\n",
			" } else if (msg['mode'] === 'ZOOM') {\n",
			" fig.buttons['Pan'].classList.remove('active');\n",
			" fig.buttons['Zoom'].classList.add('active');\n",
			" } else {\n",
			" fig.buttons['Pan'].classList.remove('active');\n",
			" fig.buttons['Zoom'].classList.remove('active');\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.updated_canvas_event = function () {\n",
			" // Called whenever the canvas gets updated.\n",
			" this.send_message('ack', {});\n",
			"};\n",
			"\n",
			"// A function to construct a web socket function for onmessage handling.\n",
			"// Called in the figure constructor.\n",
			"mpl.figure.prototype._make_on_message_function = function (fig) {\n",
			" return function socket_on_message(evt) {\n",
			" if (evt.data instanceof Blob) {\n",
			" /* FIXME: We get \"Resource interpreted as Image but\n",
			" * transferred with MIME type text/plain:\" errors on\n",
			" * Chrome. But how to set the MIME type? It doesn't seem\n",
			" * to be part of the websocket stream */\n",
			" evt.data.type = 'image/png';\n",
			"\n",
			" /* Free the memory for the previous frames */\n",
			" if (fig.imageObj.src) {\n",
			" (window.URL \|\| window.webkitURL).revokeObjectURL(\n",
			" fig.imageObj.src\n",
			" );\n",
			" }\n",
			"\n",
			" fig.imageObj.src = (window.URL \|\| window.webkitURL).createObjectURL(\n",
			" evt.data\n",
			" );\n",
			" fig.updated_canvas_event();\n",
			" fig.waiting = false;\n",
			" return;\n",
			" } else if (\n",
			" typeof evt.data === 'string' &&\n",
			" evt.data.slice(0, 21) === 'data:image/png;base64'\n",
			" ) {\n",
			" fig.imageObj.src = evt.data;\n",
			" fig.updated_canvas_event();\n",
			" fig.waiting = false;\n",
			" return;\n",
			" }\n",
			"\n",
			" var msg = JSON.parse(evt.data);\n",
			" var msg_type = msg['type'];\n",
			"\n",
			" // Call the \"handle_{type}\" callback, which takes\n",
			" // the figure and JSON message as its only arguments.\n",
			" try {\n",
			" var callback = fig['handle_' + msg_type];\n",
			" } catch (e) {\n",
			" console.log(\n",
			" \"No handler for the '\" + msg_type + \"' message type: \",\n",
			" msg\n",
			" );\n",
			" return;\n",
			" }\n",
			"\n",
			" if (callback) {\n",
			" try {\n",
			" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
			" callback(fig, msg);\n",
			" } catch (e) {\n",
			" console.log(\n",
			" \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
			" e,\n",
			" e.stack,\n",
			" msg\n",
			" );\n",
			" }\n",
			" }\n",
			" };\n",
			"};\n",
			"\n",
			"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
			"mpl.findpos = function (e) {\n",
			" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
			" var targ;\n",
			" if (!e) {\n",
			" e = window.event;\n",
			" }\n",
			" if (e.target) {\n",
			" targ = e.target;\n",
			" } else if (e.srcElement) {\n",
			" targ = e.srcElement;\n",
			" }\n",
			" if (targ.nodeType === 3) {\n",
			" // defeat Safari bug\n",
			" targ = targ.parentNode;\n",
			" }\n",
			"\n",
			" // pageX,Y are the mouse positions relative to the document\n",
			" var boundingRect = targ.getBoundingClientRect();\n",
			" var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
			" var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
			"\n",
			" return { x: x, y: y };\n",
			"};\n",
			"\n",
			"/*\n",
			" * return a copy of an object with only non-object keys\n",
			" * we need this to avoid circular references\n",
			" * http://stackoverflow.com/a/24161582/3208463\n",
			" */\n",
			"function simpleKeys(original) {\n",
			" return Object.keys(original).reduce(function (obj, key) {\n",
			" if (typeof original[key] !== 'object') {\n",
			" obj[key] = original[key];\n",
			" }\n",
			" return obj;\n",
			" }, {});\n",
			"}\n",
			"\n",
			"mpl.figure.prototype.mouse_event = function (event, name) {\n",
			" var canvas_pos = mpl.findpos(event);\n",
			"\n",
			" if (name === 'button_press') {\n",
			" this.canvas.focus();\n",
			" this.canvas_div.focus();\n",
			" }\n",
			"\n",
			" var x = canvas_pos.x * this.ratio;\n",
			" var y = canvas_pos.y * this.ratio;\n",
			"\n",
			" this.send_message(name, {\n",
			" x: x,\n",
			" y: y,\n",
			" button: event.button,\n",
			" step: event.step,\n",
			" guiEvent: simpleKeys(event),\n",
			" });\n",
			"\n",
			" /* This prevents the web browser from automatically changing to\n",
			" * the text insertion cursor when the button is pressed. We want\n",
			" * to control all of the cursor setting manually through the\n",
			" * 'cursor' event from matplotlib */\n",
			" event.preventDefault();\n",
			" return false;\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
			" // Handle any extra behaviour associated with a key event\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.key_event = function (event, name) {\n",
			" // Prevent repeat events\n",
			" if (name === 'key_press') {\n",
			" if (event.which === this._key) {\n",
			" return;\n",
			" } else {\n",
			" this._key = event.which;\n",
			" }\n",
			" }\n",
			" if (name === 'key_release') {\n",
			" this._key = null;\n",
			" }\n",
			"\n",
			" var value = '';\n",
			" if (event.ctrlKey && event.which !== 17) {\n",
			" value += 'ctrl+';\n",
			" }\n",
			" if (event.altKey && event.which !== 18) {\n",
			" value += 'alt+';\n",
			" }\n",
			" if (event.shiftKey && event.which !== 16) {\n",
			" value += 'shift+';\n",
			" }\n",
			"\n",
			" value += 'k';\n",
			" value += event.which.toString();\n",
			"\n",
			" this._key_event_extra(event, name);\n",
			"\n",
			" this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
			" return false;\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
			" if (name === 'download') {\n",
			" this.handle_save(this, null);\n",
			" } else {\n",
			" this.send_message('toolbar_button', { name: name });\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
			" this.message.textContent = tooltip;\n",
			"};\n",
			"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
			"\n",
			"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
			"\n",
			"mpl.default_extension = \"png\";/* global mpl */\n",
			"\n",
			"var comm_websocket_adapter = function (comm) {\n",
			" // Create a \"websocket\"-like object which calls the given IPython comm\n",
			" // object with the appropriate methods. Currently this is a non binary\n",
			" // socket, so there is still some room for performance tuning.\n",
			" var ws = {};\n",
			"\n",
			" ws.close = function () {\n",
			" comm.close();\n",
			" };\n",
			" ws.send = function (m) {\n",
			" //console.log('sending', m);\n",
			" comm.send(m);\n",
			" };\n",
			" // Register the callback with on_msg.\n",
			" comm.on_msg(function (msg) {\n",
			" //console.log('receiving', msg['content']['data'], msg);\n",
			" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
			" ws.onmessage(msg['content']['data']);\n",
			" });\n",
			" return ws;\n",
			"};\n",
			"\n",
			"mpl.mpl_figure_comm = function (comm, msg) {\n",
			" // This is the function which gets called when the mpl process\n",
			" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
			"\n",
			" var id = msg.content.data.id;\n",
			" // Get hold of the div created by the display call when the Comm\n",
			" // socket was opened in Python.\n",
			" var element = document.getElementById(id);\n",
			" var ws_proxy = comm_websocket_adapter(comm);\n",
			"\n",
			" function ondownload(figure, _format) {\n",
			" window.open(figure.canvas.toDataURL());\n",
			" }\n",
			"\n",
			" var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
			"\n",
			" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
			" // web socket which is closed, not our websocket->open comm proxy.\n",
			" ws_proxy.onopen();\n",
			"\n",
			" fig.parent_element = element;\n",
			" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
			" if (!fig.cell_info) {\n",
			" console.error('Failed to find cell for figure', id, fig);\n",
			" return;\n",
			" }\n",
			" fig.cell_info[0].output_area.element.one(\n",
			" 'cleared',\n",
			" { fig: fig },\n",
			" fig._remove_fig_handler\n",
			" );\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_close = function (fig, msg) {\n",
			" var width = fig.canvas.width / fig.ratio;\n",
			" fig.cell_info[0].output_area.element.off(\n",
			" 'cleared',\n",
			" fig._remove_fig_handler\n",
			" );\n",
			"\n",
			" // Update the output cell to use the data from the current canvas.\n",
			" fig.push_to_output();\n",
			" var dataURL = fig.canvas.toDataURL();\n",
			" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
			" // the notebook keyboard shortcuts fail.\n",
			" IPython.keyboard_manager.enable();\n",
			" fig.parent_element.innerHTML =\n",
			" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
			" fig.close_ws(fig, msg);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.close_ws = function (fig, msg) {\n",
			" fig.send_message('closing', msg);\n",
			" // fig.ws.close()\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
			" // Turn the data on the canvas into data in the output cell.\n",
			" var width = this.canvas.width / this.ratio;\n",
			" var dataURL = this.canvas.toDataURL();\n",
			" this.cell_info[1]['text/html'] =\n",
			" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.updated_canvas_event = function () {\n",
			" // Tell IPython that the notebook contents must change.\n",
			" IPython.notebook.set_dirty(true);\n",
			" this.send_message('ack', {});\n",
			" var fig = this;\n",
			" // Wait a second, then push the new image to the DOM so\n",
			" // that it is saved nicely (might be nice to debounce this).\n",
			" setTimeout(function () {\n",
			" fig.push_to_output();\n",
			" }, 1000);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._init_toolbar = function () {\n",
			" var fig = this;\n",
			"\n",
			" var toolbar = document.createElement('div');\n",
			" toolbar.classList = 'btn-toolbar';\n",
			" this.root.appendChild(toolbar);\n",
			"\n",
			" function on_click_closure(name) {\n",
			" return function (_event) {\n",
			" return fig.toolbar_button_onclick(name);\n",
			" };\n",
			" }\n",
			"\n",
			" function on_mouseover_closure(tooltip) {\n",
			" return function (event) {\n",
			" if (!event.currentTarget.disabled) {\n",
			" return fig.toolbar_button_onmouseover(tooltip);\n",
			" }\n",
			" };\n",
			" }\n",
			"\n",
			" fig.buttons = {};\n",
			" var buttonGroup = document.createElement('div');\n",
			" buttonGroup.classList = 'btn-group';\n",
			" var button;\n",
			" for (var toolbar_ind in mpl.toolbar_items) {\n",
			" var name = mpl.toolbar_items[toolbar_ind][0];\n",
			" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
			" var image = mpl.toolbar_items[toolbar_ind][2];\n",
			" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
			"\n",
			" if (!name) {\n",
			" /* Instead of a spacer, we start a new button group. */\n",
			" if (buttonGroup.hasChildNodes()) {\n",
			" toolbar.appendChild(buttonGroup);\n",
			" }\n",
			" buttonGroup = document.createElement('div');\n",
			" buttonGroup.classList = 'btn-group';\n",
			" continue;\n",
			" }\n",
			"\n",
			" button = fig.buttons[name] = document.createElement('button');\n",
			" button.classList = 'btn btn-default';\n",
			" button.href = '#';\n",
			" button.title = name;\n",
			" button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
			" button.addEventListener('click', on_click_closure(method_name));\n",
			" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
			" buttonGroup.appendChild(button);\n",
			" }\n",
			"\n",
			" if (buttonGroup.hasChildNodes()) {\n",
			" toolbar.appendChild(buttonGroup);\n",
			" }\n",
			"\n",
			" // Add the status bar.\n",
			" var status_bar = document.createElement('span');\n",
			" status_bar.classList = 'mpl-message pull-right';\n",
			" toolbar.appendChild(status_bar);\n",
			" this.message = status_bar;\n",
			"\n",
			" // Add the close button to the window.\n",
			" var buttongrp = document.createElement('div');\n",
			" buttongrp.classList = 'btn-group inline pull-right';\n",
			" button = document.createElement('button');\n",
			" button.classList = 'btn btn-mini btn-primary';\n",
			" button.href = '#';\n",
			" button.title = 'Stop Interaction';\n",
			" button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
			" button.addEventListener('click', function (_evt) {\n",
			" fig.handle_close(fig, {});\n",
			" });\n",
			" button.addEventListener(\n",
			" 'mouseover',\n",
			" on_mouseover_closure('Stop Interaction')\n",
			" );\n",
			" buttongrp.appendChild(button);\n",
			" var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
			" titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._remove_fig_handler = function (event) {\n",
			" var fig = event.data.fig;\n",
			" fig.close_ws(fig, {});\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._root_extra_style = function (el) {\n",
			" el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._canvas_extra_style = function (el) {\n",
			" // this is important to make the div 'focusable\n",
			" el.setAttribute('tabindex', 0);\n",
			" // reach out to IPython and tell the keyboard manager to turn it's self\n",
			" // off when our div gets focus\n",
			"\n",
			" // location in version 3\n",
			" if (IPython.notebook.keyboard_manager) {\n",
			" IPython.notebook.keyboard_manager.register_events(el);\n",
			" } else {\n",
			" // location in version 2\n",
			" IPython.keyboard_manager.register_events(el);\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
			" var manager = IPython.notebook.keyboard_manager;\n",
			" if (!manager) {\n",
			" manager = IPython.keyboard_manager;\n",
			" }\n",
			"\n",
			" // Check for shift+enter\n",
			" if (event.shiftKey && event.which === 13) {\n",
			" this.canvas_div.blur();\n",
			" // select the cell after this one\n",
			" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
			" IPython.notebook.select(index + 1);\n",
			" }\n",
			"};\n",
			"\n",
			"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
			" fig.ondownload(fig, null);\n",
			"};\n",
			"\n",
			"mpl.find_output_cell = function (html_output) {\n",
			" // Return the cell and output element which can be found uniquely in the notebook.\n",
			" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
			" // IPython event is triggered only after the cells have been serialised, which for\n",
			" // our purposes (turning an active figure into a static one), is too late.\n",
			" var cells = IPython.notebook.get_cells();\n",
			" var ncells = cells.length;\n",
			" for (var i = 0; i < ncells; i++) {\n",
			" var cell = cells[i];\n",
			" if (cell.cell_type === 'code') {\n",
			" for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
			" var data = cell.output_area.outputs[j];\n",
			" if (data.data) {\n",
			" // IPython >= 3 moved mimebundle to data attribute of output\n",
			" data = data.data;\n",
			" }\n",
			" if (data['text/html'] === html_output) {\n",
			" return [cell, data, j];\n",
			" }\n",
			" }\n",
			" }\n",
			" }\n",
			"};\n",
			"\n",
			"// Register the function which deals with the matplotlib target/channel.\n",
			"// The kernel may be null if the page has been refreshed.\n",
			"if (IPython.notebook.kernel !== null) {\n",
			" IPython.notebook.kernel.comm_manager.register_target(\n",
			" 'matplotlib',\n",
			" mpl.mpl_figure_comm\n",
			" );\n",
			"}\n"
			],
			"text/plain": [
			"<IPython.core.display.Javascript object>"
			]
			},
			"metadata": {},
			"output_type": "display_data"
			},
			{
			"data": {
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\" width=\"1000\">"
			],
			"text/plain": [
			"<IPython.core.display.HTML object>"
			]
			},
			"metadata": {},
			"output_type": "display_data"
			}
			],
			"source": [
			"fig, axes = plt.subplots(2,2,figsize = (10,9), sharex = True, sharey = 'row')\n",
			"ax = axes.flatten()\n",
			"ax[0].set_title('Dwelling type (count)')\n",
			"WNART_group.plot.hist(bins = 50, alpha = 0.5, range = (0,500), ax = ax[0])\n",
			"ax[0].grid(axis = 'y', ls = '--')\n",
			"\n",
			"ax[1].set_title('Building class (count)')\n",
			"GKLAS_group.plot.hist(bins = 50, alpha = 0.5, range = (0,500), ax = ax[1])\n",
			"ax[1].grid(axis = 'y', ls = '--')\n",
			"\n",
			"\n",
			"ax[2].set_title('Dwelling type (density)')\n",
			"WNART_group.plot.hist(bins = 50, alpha = 0.5, range = (0,500), density = True, ax = ax[2])\n",
			"\n",
			"ax[3].set_title('Building class (density)')\n",
			"GKLAS_group.plot.hist(bins = 50, alpha = 0.5, range = (0,500), density = True, ax = ax[3])\n",
			"\n",
			"y = ax[2].get_ylim()\n",
			"for i,col in enumerate(['1st home','2nd home','other use']):\n",
			" if i == 0: \n",
			" label_mean = 'mean'\n",
			" label_median = 'median'\n",
			" else: label_mean = label_median = ''\n",
			" ax[2].plot( [WNART_group[col].median()]*2, y, c = 'C%d' %i, lw = 1, label = label_median, \n",
			" scalex = False, scaley = False, )\n",
			" ax[2].plot( [WNART_group[col].mean()]*2 , y, c = 'C%d' %i, lw = 1, label = label_mean, ls = '--',\n",
			" scalex = False, scaley = False, )\n",
			"ax[2].legend()\n",
			"ax[2].grid(axis = 'y', ls = '--')\n",
			"\n",
			"for i,col in enumerate(['1 flat','2 flats','>3 flats','other class']):\n",
			" if i == 0: \n",
			" label_mean = 'mean'\n",
			" label_median = 'median'\n",
			" else: label_mean = label_median = ''\n",
			" ax[3].plot( [GKLAS_group[col].median()]*2, y, c = 'C%d' %i, lw = 1, label = label_median, \n",
			" scalex = False, scaley = False, )\n",
			" ax[3].plot( [GKLAS_group[col].mean()]*2 , y, c = 'C%d' %i, lw = 1, label = label_mean, ls = '--',\n",
			" scalex = False, scaley = False, )\n",
			"ax[3].legend()\n",
			"ax[3].grid(axis = 'y', ls = '--')\n",
			"\n",
			"plt.tight_layout()"
			]
			},
			{
			"cell_type": "markdown",
			"id": "egyptian-protest",
			"metadata": {},
			"source": [
			"## 3.2 Check that WAREA is complete and group by EGID"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 43,
			"id": "dominant-latin",
			"metadata": {
			"scrolled": true
			},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 0.000000%\n"
			]
			}
			],
			"source": [
			"missing_area = DWL.DWL_area.isna()\n",
			"print('Percentage of missing data: %f%%' %(len(DWL[missing_area]) / len(DWL)*100))"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 44,
			"id": "correct-place",
			"metadata": {},
			"outputs": [],
			"source": [
			"DWL_per_EGID = DWL.groupby('EGID').DWL_area"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 45,
			"id": "usual-infection",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR_DWL = pd.concat([DWL_per_EGID.count().rename('N_DWL'), DWL_per_EGID.sum()], axis = 1)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 46,
			"id": "charged-newport",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/html": [
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			" }\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>N_DWL</th>\n",
			" <th>DWL_area</th>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>EGID</th>\n",
			" <th></th>\n",
			" <th></th>\n",
			" </tr>\n",
			" </thead>\n",
			" <tbody>\n",
			" <tr>\n",
			" <th>1</th>\n",
			" <td>2</td>\n",
			" <td>145.333333</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>3</th>\n",
			" <td>1</td>\n",
			" <td>144.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>4</th>\n",
			" <td>1</td>\n",
			" <td>160.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>5</th>\n",
			" <td>1</td>\n",
			" <td>120.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>6</th>\n",
			" <td>1</td>\n",
			" <td>130.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>...</th>\n",
			" <td>...</td>\n",
			" <td>...</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>500004573</th>\n",
			" <td>2</td>\n",
			" <td>70.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>500004574</th>\n",
			" <td>1</td>\n",
			" <td>75.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>500004577</th>\n",
			" <td>3</td>\n",
			" <td>175.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>500004580</th>\n",
			" <td>1</td>\n",
			" <td>40.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>500004581</th>\n",
			" <td>1</td>\n",
			" <td>55.000000</td>\n",
			" </tr>\n",
			" </tbody>\n",
			"</table>\n",
			"<p>1748377 rows × 2 columns</p>\n",
			"</div>"
			],
			"text/plain": [
			" N_DWL DWL_area\n",
			"EGID \n",
			"1 2 145.333333\n",
			"3 1 144.000000\n",
			"4 1 160.000000\n",
			"5 1 120.000000\n",
			"6 1 130.000000\n",
			"... ... ...\n",
			"500004573 2 70.000000\n",
			"500004574 1 75.000000\n",
			"500004577 3 175.000000\n",
			"500004580 1 40.000000\n",
			"500004581 1 55.000000\n",
			"\n",
			"[1748377 rows x 2 columns]"
			]
			},
			"execution_count": 46,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"GWR_DWL"
			]
			},
			{
			"cell_type": "markdown",
			"id": "broken-institute",
			"metadata": {},
			"source": [
			"# Part 4 - Fill building information\n",
			"Required information: \n",
			"- Building class (GKAT,GKLAS)\n",
			"- Footprint\n",
			"- Number of floors\n",
			"- Residential area\n",
			"- Construction period"
			]
			},
			{
			"cell_type": "markdown",
			"id": "swedish-symphony",
			"metadata": {},
			"source": [
			"## 4.1 Merge dwelling information"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 47,
			"id": "reduced-relative",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR = GWR.merge(GWR_DWL[['DWL_area']], left_on = 'EGID', right_index = True, how = 'left')"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 48,
			"id": "applicable-complement",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/html": [
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			" }\n",
			"\n",
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			" }\n",
			"</style>\n",
			"<table border=\"1\" class=\"dataframe\">\n",
			" <thead>\n",
			" <tr style=\"text-align: right;\">\n",
			" <th></th>\n",
			" <th>EGID</th>\n",
			" <th>GKODE</th>\n",
			" <th>GKODN</th>\n",
			" <th>GSTAT</th>\n",
			" <th>GKAT</th>\n",
			" <th>GKLAS</th>\n",
			" <th>GBAUP</th>\n",
			" <th>GAREA</th>\n",
			" <th>GASTW</th>\n",
			" <th>Create_Date</th>\n",
			" <th>GGDENR</th>\n",
			" <th>geom_area</th>\n",
			" <th>N_DWL</th>\n",
			" <th>footprint</th>\n",
			" <th>DWL_area</th>\n",
			" </tr>\n",
			" </thead>\n",
			" <tbody>\n",
			" <tr>\n",
			" <th>0</th>\n",
			" <td>1600000</td>\n",
			" <td>2679684.326</td>\n",
			" <td>1237449.553</td>\n",
			" <td>1004.0</td>\n",
			" <td>1020.0</td>\n",
			" <td>1122</td>\n",
			" <td>8011.0</td>\n",
			" <td>NaN</td>\n",
			" <td>3.0</td>\n",
			" <td>2001-11-29</td>\n",
			" <td>1</td>\n",
			" <td>204.610703</td>\n",
			" <td>3.0</td>\n",
			" <td>182.387543</td>\n",
			" <td>279.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>1</th>\n",
			" <td>1600001</td>\n",
			" <td>2679702.150</td>\n",
			" <td>1237493.958</td>\n",
			" <td>1004.0</td>\n",
			" <td>1030.0</td>\n",
			" <td>1110</td>\n",
			" <td>8011.0</td>\n",
			" <td>NaN</td>\n",
			" <td>2.0</td>\n",
			" <td>2001-11-29</td>\n",
			" <td>1</td>\n",
			" <td>188.945781</td>\n",
			" <td>1.0</td>\n",
			" <td>168.424018</td>\n",
			" <td>90.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>2</th>\n",
			" <td>1600002</td>\n",
			" <td>2679713.052</td>\n",
			" <td>1237475.814</td>\n",
			" <td>1004.0</td>\n",
			" <td>1030.0</td>\n",
			" <td>1121</td>\n",
			" <td>8011.0</td>\n",
			" <td>NaN</td>\n",
			" <td>3.0</td>\n",
			" <td>2001-11-29</td>\n",
			" <td>1</td>\n",
			" <td>199.400234</td>\n",
			" <td>2.0</td>\n",
			" <td>177.742993</td>\n",
			" <td>237.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>3</th>\n",
			" <td>1600003</td>\n",
			" <td>2679655.455</td>\n",
			" <td>1237516.450</td>\n",
			" <td>1004.0</td>\n",
			" <td>1020.0</td>\n",
			" <td>1122</td>\n",
			" <td>8017.0</td>\n",
			" <td>NaN</td>\n",
			" <td>3.0</td>\n",
			" <td>2001-11-29</td>\n",
			" <td>1</td>\n",
			" <td>173.917746</td>\n",
			" <td>3.0</td>\n",
			" <td>155.028207</td>\n",
			" <td>269.0</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>4</th>\n",
			" <td>1600005</td>\n",
			" <td>2679749.269</td>\n",
			" <td>1237529.346</td>\n",
			" <td>1004.0</td>\n",
			" <td>1020.0</td>\n",
			" <td>1110</td>\n",
			" <td>8016.0</td>\n",
			" <td>NaN</td>\n",
			" <td>2.0</td>\n",
			" <td>2001-11-29</td>\n",
			" <td>1</td>\n",
			" <td>163.017092</td>\n",
			" <td>1.0</td>\n",
			" <td>145.311494</td>\n",
			" <td>105.0</td>\n",
			" </tr>\n",
			" </tbody>\n",
			"</table>\n",
			"</div>"
			],
			"text/plain": [
			" EGID GKODE GKODN GSTAT GKAT GKLAS GBAUP GAREA \\\n",
			"0 1600000 2679684.326 1237449.553 1004.0 1020.0 1122 8011.0 NaN \n",
			"1 1600001 2679702.150 1237493.958 1004.0 1030.0 1110 8011.0 NaN \n",
			"2 1600002 2679713.052 1237475.814 1004.0 1030.0 1121 8011.0 NaN \n",
			"3 1600003 2679655.455 1237516.450 1004.0 1020.0 1122 8017.0 NaN \n",
			"4 1600005 2679749.269 1237529.346 1004.0 1020.0 1110 8016.0 NaN \n",
			"\n",
			" GASTW Create_Date GGDENR geom_area N_DWL footprint DWL_area \n",
			"0 3.0 2001-11-29 1 204.610703 3.0 182.387543 279.0 \n",
			"1 2.0 2001-11-29 1 188.945781 1.0 168.424018 90.0 \n",
			"2 3.0 2001-11-29 1 199.400234 2.0 177.742993 237.0 \n",
			"3 3.0 2001-11-29 1 173.917746 3.0 155.028207 269.0 \n",
			"4 2.0 2001-11-29 1 163.017092 1.0 145.311494 105.0 "
			]
			},
			"execution_count": 48,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"GWR.head()"
			]
			},
			{
			"cell_type": "markdown",
			"id": "industrial-compact",
			"metadata": {},
			"source": [
			"## 4.2 Fill GBAUP as \"before 1919\" (8011) "
			]
			},
			{
			"cell_type": "code",
			"execution_count": 49,
			"id": "changed-accused",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR['building_period'] = GWR['GBAUP']"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 50,
			"id": "phantom-plasma",
			"metadata": {
			"scrolled": true
			},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 5.87%\n"
			]
			}
			],
			"source": [
			"print('Percentage of missing data: %.2f%%' %(len(GWR[GWR.GBAUP.isna()]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 51,
			"id": "moved-rochester",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR.loc[GWR.GBAUP.isna(),'building_period'] = 8011"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 52,
			"id": "brief-great",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"8011.0 510236\n",
			"8015.0 227785\n",
			"8012.0 226172\n",
			"8013.0 222651\n",
			"8014.0 203678\n",
			"8017.0 129042\n",
			"8019.0 111271\n",
			"8016.0 106105\n",
			"8021.0 102663\n",
			"8020.0 97299\n",
			"8018.0 95929\n",
			"8022.0 92067\n",
			"8023.0 67045\n",
			"Name: building_period, dtype: int64"
			]
			},
			"execution_count": 52,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"GWR['building_period'].value_counts()"
			]
			},
			{
			"cell_type": "markdown",
			"id": "uniform-valley",
			"metadata": {},
			"source": [
			"## 4.3 Fill number of dwellings\n",
			"- If GKLAS is 1110 - N_DWL = 1\n",
			"- If GKLAS is 1121 - N_DWL = 2\n",
			"- If GKLAS is 1122 - N_DWL = median of N_DWL for the class"
			]
			},
			{
			"cell_type": "markdown",
			"id": "european-kennedy",
			"metadata": {},
			"source": [
			"### Fill residential buildings"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 53,
			"id": "retired-qatar",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 20.24%\n"
			]
			}
			],
			"source": [
			"missing_dwl = GWR.N_DWL.isna()\n",
			"print('Percentage of missing data: %.2f%%' %(len(GWR[missing_dwl]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 54,
			"id": "immediate-consciousness",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR.loc[missing_dwl & (GWR.GKLAS == 1110), 'N_DWL'] = 1\n",
			"GWR.loc[missing_dwl & (GWR.GKLAS == 1121), 'N_DWL'] = 2\n",
			"GWR.loc[missing_dwl & (GWR.GKLAS == 1122), 'N_DWL'] = GWR[GWR.N_DWL > 2].N_DWL.median() # 50% percentile"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 55,
			"id": "skilled-discussion",
			"metadata": {},
			"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>N_DWL</th>\n",
			" <th>DWL_area</th>\n",
			" </tr>\n",
			" </thead>\n",
			" <tbody>\n",
			" <tr>\n",
			" <th>count</th>\n",
			" <td>400313.000000</td>\n",
			" <td>399766.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>mean</th>\n",
			" <td>7.605554</td>\n",
			" <td>633.907926</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>std</th>\n",
			" <td>7.085304</td>\n",
			" <td>524.741111</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>min</th>\n",
			" <td>3.000000</td>\n",
			" <td>3.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>25%</th>\n",
			" <td>4.000000</td>\n",
			" <td>323.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>50%</th>\n",
			" <td>6.000000</td>\n",
			" <td>504.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>75%</th>\n",
			" <td>9.000000</td>\n",
			" <td>776.000000</td>\n",
			" </tr>\n",
			" <tr>\n",
			" <th>max</th>\n",
			" <td>460.000000</td>\n",
			" <td>23763.000000</td>\n",
			" </tr>\n",
			" </tbody>\n",
			"</table>\n",
			"</div>"
			],
			"text/plain": [
			" N_DWL DWL_area\n",
			"count 400313.000000 399766.000000\n",
			"mean 7.605554 633.907926\n",
			"std 7.085304 524.741111\n",
			"min 3.000000 3.000000\n",
			"25% 4.000000 323.000000\n",
			"50% 6.000000 504.000000\n",
			"75% 9.000000 776.000000\n",
			"max 460.000000 23763.000000"
			]
			},
			"execution_count": 55,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"GWR[GWR.N_DWL > 2][['N_DWL','DWL_area']].describe()"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 56,
			"id": "roman-tooth",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 20.15%\n"
			]
			}
			],
			"source": [
			"missing_dwl_nonres = GWR.N_DWL.isna()\n",
			"print('Percentage of missing data: %.2f%%' %(len(GWR[missing_dwl_nonres]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "markdown",
			"id": "incredible-debut",
			"metadata": {},
			"source": [
			"### Fill remaining buildings and area"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 57,
			"id": "accessible-effort",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR.loc[missing_dwl_nonres, 'N_DWL' ] = 0\n",
			"GWR.loc[missing_dwl_nonres, 'DWL_area'] = 0"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 58,
			"id": "minute-organic",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 0.000000%\n"
			]
			}
			],
			"source": [
			"missing_dwl_any = GWR.N_DWL.isna()\n",
			"print('Percentage of missing data: %f%%' %(len(GWR[missing_dwl_any]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "markdown",
			"id": "overall-olive",
			"metadata": {},
			"source": [
			"## 4.4 Fill dwelling area"
			]
			},
			{
			"cell_type": "markdown",
			"id": "several-location",
			"metadata": {},
			"source": [
			"### Compute building floor area where possible"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 59,
			"id": "logical-childhood",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR['floor_area'] = GWR['footprint'] * GWR['GASTW']"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 60,
			"id": "compliant-czech",
			"metadata": {},
			"outputs": [],
			"source": [
			"floor_area_ratio = (GWR.loc[GWR.GKAT == 1020,'floor_area'] / GWR.loc[GWR.GKAT == 1020,'DWL_area']).median()"
			]
			},
			{
			"cell_type": "markdown",
			"id": "arbitrary-protection",
			"metadata": {},
			"source": [
			"### Get dwelling area in residential buildings from floor area and floor area / dwelling area ratio"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 61,
			"id": "graphic-death",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 0.07%\n"
			]
			}
			],
			"source": [
			"missing_dwlArea_resOnly = GWR.DWL_area.isna() & (GWR.GKAT == 1020)\n",
			"print('Percentage of missing data: %.2f%%' %(len(GWR[missing_dwlArea_resOnly]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 62,
			"id": "exempt-truth",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR.loc[missing_dwlArea_resOnly, 'DWL_area'] = GWR[missing_dwlArea_resOnly].floor_area / floor_area_ratio"
			]
			},
			{
			"cell_type": "markdown",
			"id": "ignored-nicaragua",
			"metadata": {},
			"source": [
			"### For those buildings without floor area, and non-residential buildings, estimate from GKLAS and N_DWL"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 63,
			"id": "radio-thermal",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 0.03%\n"
			]
			}
			],
			"source": [
			"missing_dwlArea = GWR.DWL_area.isna()\n",
			"print('Percentage of missing data: %.2f%%' %(len(GWR[missing_dwlArea]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 64,
			"id": "cathedral-comedy",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR.loc[missing_dwlArea, 'DWL_area'] = GWR[missing_dwlArea].GKLAS.map(DWL_GKLAS_median.WAREA) * GWR[missing_dwlArea].N_DWL"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 65,
			"id": "revolutionary-cable",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 0.000000%\n"
			]
			}
			],
			"source": [
			"print('Percentage of missing data: %f%%' %(len(GWR[GWR.DWL_area.isna()]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "markdown",
			"id": "peaceful-hebrew",
			"metadata": {},
			"source": [
			"## 4.5 Fill floor area"
			]
			},
			{
			"cell_type": "markdown",
			"id": "banned-praise",
			"metadata": {},
			"source": [
			"### Get number of floors"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 66,
			"id": "dying-vessel",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR['N_floors'] = GWR['GASTW']"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 67,
			"id": "killing-brand",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 13.24%\n"
			]
			}
			],
			"source": [
			"missing_nfloors = GWR.N_floors.isna()\n",
			"print('Percentage of missing data: %.2f%%' %(len(GWR[missing_nfloors]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 68,
			"id": "executive-royal",
			"metadata": {},
			"outputs": [],
			"source": [
			"# Fill NaNs of GASTW with average value for each GKLAS \n",
			"n_floors_map = GWR_GKLAS_median.GASTW"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 69,
			"id": "refined-cargo",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR.loc[missing_nfloors, 'N_floors'] = GWR.loc[missing_nfloors, 'GKLAS'].map(n_floors_map)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 70,
			"id": "realistic-shelf",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 0.000000%\n"
			]
			}
			],
			"source": [
			"print('Percentage of missing data: %f%%' %(len(GWR[GWR.N_floors.isna()]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "markdown",
			"id": "fitted-aaron",
			"metadata": {},
			"source": [
			"### Fill footprint"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 71,
			"id": "bearing-angel",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 1.43%\n"
			]
			}
			],
			"source": [
			"missing_footprint = GWR.footprint.isna()\n",
			"print('Percentage of missing data: %.2f%%' %(len(GWR[missing_footprint]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 72,
			"id": "molecular-hours",
			"metadata": {},
			"outputs": [],
			"source": [
			"# Fill NaNs of GASTW with average value for each GKLAS \n",
			"footprint_map = GWR_GKLAS_median.footprint"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 73,
			"id": "italian-fireplace",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR.loc[missing_footprint, 'footprint'] = GWR.loc[missing_footprint, 'footprint'].map(footprint_map)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 74,
			"id": "placed-castle",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 0.000000%\n"
			]
			}
			],
			"source": [
			"print('Percentage of missing data: %f%%' %(len(GWR[GWR.footprint.isna()]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "markdown",
			"id": "active-flashing",
			"metadata": {},
			"source": [
			"### Compute floor area"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 75,
			"id": "disciplinary-casino",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR['floor_area'] = GWR['footprint'] * GWR['N_floors']"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 76,
			"id": "stuffed-feelings",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of missing data: 0.000000%\n"
			]
			}
			],
			"source": [
			"print('Percentage of missing data: %f%%' %(len(GWR[GWR.floor_area.isna()]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "markdown",
			"id": "announced-colonial",
			"metadata": {},
			"source": [
			"## 4.6 Check feasibility of dwelling area vs. floor area"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 77,
			"id": "beautiful-foster",
			"metadata": {},
			"outputs": [],
			"source": [
			"cases_to_check = GWR[GWR.DWL_area > GWR.floor_area].set_index('EGID')"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 78,
			"id": "interpreted-basketball",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of data to verify: 7.33%\n"
			]
			}
			],
			"source": [
			"print('Percentage of data to verify: %.2f%%' %(len(cases_to_check) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "markdown",
			"id": "enclosed-injury",
			"metadata": {},
			"source": [
			"### Get most trustworthy results"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 79,
			"id": "unlikely-assault",
			"metadata": {},
			"outputs": [],
			"source": [
			"cases_to_check['WAREA_orig'] = DWL.groupby('EGID').WAREA.sum()"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 80,
			"id": "played-involvement",
			"metadata": {},
			"outputs": [],
			"source": [
			"cases_to_check['DWL_area_orig'] = GWR_DWL.DWL_area"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 81,
			"id": "formed-racing",
			"metadata": {},
			"outputs": [],
			"source": [
			"cases_to_check['floor_area_orig'] = cases_to_check.GAREA * cases_to_check.GASTW"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 82,
			"id": "related-medicare",
			"metadata": {},
			"outputs": [],
			"source": [
			"cases_to_check['floor_area_geom'] = cases_to_check.geom_area * cases_to_check.GASTW"
			]
			},
			{
			"cell_type": "markdown",
			"id": "collaborative-identifier",
			"metadata": {},
			"source": [
			"### Priority 1: If dwelling area was complete in original data: use dwelling area (94% of cases)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 83,
			"id": "physical-holder",
			"metadata": {},
			"outputs": [],
			"source": [
			"warea_gt_footprint_orig = ( (cases_to_check.WAREA_orig > cases_to_check.floor_area) \n",
			" & (cases_to_check.WAREA_orig == cases_to_check.DWL_area_orig))"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 84,
			"id": "australian-remains",
			"metadata": {},
			"outputs": [],
			"source": [
			"cases_to_check.loc[warea_gt_footprint_orig,'floor_area'] = cases_to_check.loc[warea_gt_footprint_orig,'WAREA_orig']"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 85,
			"id": "sound-material",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of data to verify: 0.43%\n"
			]
			}
			],
			"source": [
			"remaining = cases_to_check.DWL_area > cases_to_check.floor_area\n",
			"print('Percentage of data to verify: %.2f%%' %(len(cases_to_check[remaining]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "markdown",
			"id": "strange-treat",
			"metadata": {},
			"source": [
			"### Priority 2: In the remaining cases: Use floor area (following report example)\n",
			"- Original footprint available: 3.5% of cases\n",
			"- Footprint geometry available: 2% of cases\n",
			"- Remaining: 0.5% of cases"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 86,
			"id": "substantial-luxury",
			"metadata": {},
			"outputs": [],
			"source": [
			"cases_to_check.loc[remaining,'DWL_area'] = cases_to_check.loc[remaining,'floor_area']"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 87,
			"id": "anticipated-province",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of data to verify: 0.000000%\n"
			]
			}
			],
			"source": [
			"remaining = cases_to_check.DWL_area > cases_to_check.floor_area\n",
			"print('Percentage of data to verify: %f%%' %(len(cases_to_check[remaining]) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "markdown",
			"id": "physical-syndicate",
			"metadata": {},
			"source": [
			"### Replace in original dataset and verify feasibility"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 88,
			"id": "closed-stanley",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR = GWR.set_index('EGID')"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 89,
			"id": "protecting-session",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR.loc[cases_to_check.index, 'DWL_area' ] = cases_to_check['DWL_area']\n",
			"GWR.loc[cases_to_check.index, 'floor_area'] = cases_to_check['floor_area']"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 90,
			"id": "foster-wheel",
			"metadata": {},
			"outputs": [
			{
			"name": "stdout",
			"output_type": "stream",
			"text": [
			"Percentage of data to verify: 0.000000%\n"
			]
			}
			],
			"source": [
			"cases_to_check = GWR[GWR.DWL_area > GWR.floor_area]\n",
			"print('Percentage of data to verify: %f%%' %(len(cases_to_check) / len(GWR)*100))"
			]
			},
			{
			"cell_type": "markdown",
			"id": "sealed-anaheim",
			"metadata": {},
			"source": [
			"# Part 5 - Save data"
			]
			},
			{
			"cell_type": "markdown",
			"id": "controlled-watts",
			"metadata": {},
			"source": [
			"### Add the dwelling area for 2nd homes"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 91,
			"id": "taken-collect",
			"metadata": {},
			"outputs": [],
			"source": [
			"DWL_2ndHome = DWL[DWL.WNART == 3020].groupby('EGID').DWL_area.sum().rename('DWL_area_2ndHome').reset_index()"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 92,
			"id": "compatible-popularity",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR = GWR.reset_index().merge(DWL_2ndHome, on = 'EGID', how = 'left')\n",
			"GWR['DWL_area_2ndHome'] = GWR['DWL_area_2ndHome'].fillna(0)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 93,
			"id": "excessive-running",
			"metadata": {},
			"outputs": [],
			"source": [
			"# Limit to total dwelling area:\n",
			"GWR['DWL_area_2ndHome'] = np.minimum(GWR['DWL_area_2ndHome'], GWR['DWL_area'])"
			]
			},
			{
			"cell_type": "markdown",
			"id": "elect-mount",
			"metadata": {},
			"source": [
			"### Sort the data and save to csv"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 99,
			"id": "hollow-floating",
			"metadata": {},
			"outputs": [],
			"source": [
			"# Sort columns\n",
			"GWR_out = GWR.set_index('EGID').iloc[:,[9,0,1,2,3,4,5,6,7,10,12,16,15,11,13,17,14,8]]"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 101,
			"id": "early-colombia",
			"metadata": {},
			"outputs": [
			{
			"data": {
			"text/plain": [
			"GGDENR 6495.70\n",
			"GKODE 5801981.50\n",
			"GKODN 2647798.95\n",
			"GSTAT 2200.71\n",
			"GKAT 2257.36\n",
			"GBAUP 16538.53\n",
			"GAREA 331.75\n",
			"GASTW 4.94\n",
			"geom_area 489.79\n",
			"footprint 431.50\n",
			"N_floors 5.26\n",
			"floor_area 1162.86\n",
			"N_DWL 4.61\n",
			"DWL_area 456.52\n",
			"DWL_area_2ndHome 15.50\n",
			"building_period 17568.44\n",
			"dtype: float64"
			]
			},
			"execution_count": 101,
			"metadata": {},
			"output_type": "execute_result"
			}
			],
			"source": [
			"(GWR_out.sum() / 1e6).round(2)"
			]
			},
			{
			"cell_type": "code",
			"execution_count": 102,
			"id": "hawaiian-honey",
			"metadata": {},
			"outputs": [],
			"source": [
			"GWR_out.to_csv('/work/hyenergy/output/buildings/GWR_2019_filled_all.csv')"
			]
			},
			{
			"cell_type": "code",
			"execution_count": null,
			"id": "internal-slave",
			"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": "3.6.7"
			}
			},
			"nbformat": 4,
			"nbformat_minor": 5
			}

hybridPOT/demand_mapping/Demand_model/.ipynb_checkpoints/1_Fill_missing_data-checkpoint.ipynb307551af9399master

1_Fill_missing_data-checkpoint.ipynbView Options

hybridPOT/demand_mapping/Demand_model/.ipynb_checkpoints/1_Fill_missing_data-checkpoint.ipynb
307551af9399master

1_Fill_missing_data-checkpoint.ipynb
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