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Pastatų administratorių rinkimai
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Pastatų administratorių apžvalga\n",
"\n",
"Vilniuje vyksta pastatų administratoriaus rinkimai. Tačiau informacijos apie pastatų administratorius yra labai nedaug. Todėl nusprendžiau paanalizuoti atvirus duomenis, apie pastatų administratorius.\n",
"\n",
"Duomenų šaltinis: https://data-vplanas.opendata.arcgis.com/datasets/pastatų-administravimas"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"data = pd.read_csv('pastatu-administravimas.csv')"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"data = data[data.STATPASK == 'Gyvenamoji (trys ir daugiau butų)']"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [],
"source": [
"data = data[~data.ADMINISTR.isnull()]"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
"data = data[data.VALDFORM == 1]"
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {},
"outputs": [],
"source": [
"data['ADMINISTR'] = data.ADMINISTR.str.replace(',,', '\"')\n",
"data['ADMINISTR'] = data.ADMINISTR.str.replace(\"''\", '\"')\n",
"data['ADMINISTR'] = data.ADMINISTR.str.strip()\n",
"data['ADMINISTR'] = data.ADMINISTR.str.replace('“', '\"')"
]
},
{
"cell_type": "code",
"execution_count": 84,
"metadata": {},
"outputs": [],
"source": [
"import re\n",
"data['NTPRIZ'] = data.NTPRIZ.str.replace(',,', '\"')\n",
"data['NTPRIZ'] = data.NTPRIZ.str.replace('„', '\"')\n",
"data['NTPRIZ'] = data.NTPRIZ.str.replace('“', '\"')\n",
"data['NTPRIZ'] = data.NTPRIZ.str.replace('\"Admi\"', '\"ADMI\"')\n",
"data['NTPRIZ'] = data.NTPRIZ.str.replace('UAB\"UAB \"ADMI\"\"', 'UAB \"ADMI\"')\n",
"data['NTPRIZ'] = data.NTPRIZ.str.replace('UUAB', 'UAB')\n",
"data['NTPRIZ'] = data.NTPRIZ.str.replace('UAB \"Mano būstas\"', 'UAB \"Mano būstas\"')\n",
"data['NTPRIZ'] = data.NTPRIZ.str.replace(re.compile(r'\\s+'), ' ')\n",
"data['NTPRIZ'] = data.NTPRIZ.str.strip()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Pastatų administratoriai ir techninės pastatų priežiūros paslaugas teikiančios įmonės\n",
"\n",
"Sąraše dominuoja UAB „Mano būstas“."
]
},
{
"cell_type": "code",
"execution_count": 101,
"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></th>\n",
" <th>Pastatų sk.</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Pastato administratorius</th>\n",
" <th>Techninis prižiūrėtojas</th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>L. Šukio PĮ Aupaira</th>\n",
" <th>Drąsutis Kulbė</th>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"ADMI\"</th>\n",
" <th>UAB \"ADMI\"</th>\n",
" <td>15</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Adminsta\"</th>\n",
" <th>UAB \"Adminsta\"</th>\n",
" <td>70</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Antakalnio būstas\"</th>\n",
" <th>UAB \"Mano būstas\"</th>\n",
" <td>288</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Būsto renovacijos agentūra\"</th>\n",
" <th>UAB \"Būsto renovacijos agentūra</th>\n",
" <td>9</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Castrade Service\"</th>\n",
" <th>UAB \"CASTRADE SERVICE\"</th>\n",
" <td>40</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Castrade service\"</th>\n",
" <th>UAB \"CASTRADE SERVICE\"</th>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Corpus A\"</th>\n",
" <th>UAB \"Corpus A\"</th>\n",
" <td>14</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Fabeta\"</th>\n",
" <th>UAB \"Fabeta\"</th>\n",
" <td>194</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Jurita\"</th>\n",
" <th>UAB \"Jurita\"</th>\n",
" <td>71</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Justiniškių būstas\"</th>\n",
" <th>UAB \"Mano būstas\"</th>\n",
" <td>65</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Karoliniškių būstas\"</th>\n",
" <th>UAB \"Mano būstas\"</th>\n",
" <td>170</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Lazdynų butų ūkis\"</th>\n",
" <th>UAB \"Mano būstas\"</th>\n",
" <td>145</td>\n",
" </tr>\n",
" <tr>\n",
" <th rowspan=\"2\" valign=\"top\">UAB \"Namų priežiūros centras\"</th>\n",
" <th>UAB \"Mano būstas\"</th>\n",
" <td>191</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Valentinas Pumputis</th>\n",
" <td>4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Namų ūkis\"</th>\n",
" <th>UAB \"Namų ūkis\"</th>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Naujamiesčio būstas\"</th>\n",
" <th>UAB \"Mano būstas\"</th>\n",
" <td>736</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Naujininkų ūkis\"</th>\n",
" <th>UAB \"Mano būstas\"</th>\n",
" <td>519</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Naujoji Pilaitė\"</th>\n",
" <th>UAB \"Naujoji Pilaitė\"</th>\n",
" <td>80</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Ozo miestas\" (buvusi UAB \"Fixum\")</th>\n",
" <th>UAB ''Pastatų ūkio priežiūra\"</th>\n",
" <td>12</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Pašilaičių būstas\"</th>\n",
" <th>UAB \"Mano būstas\"</th>\n",
" <td>105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Priemiestis\"</th>\n",
" <th>UAB \"Priemiestis\"</th>\n",
" <td>334</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Rasų valda\"</th>\n",
" <th>UAB \"Rasų valda\"</th>\n",
" <td>54</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Senamiesčio ūkis\"</th>\n",
" <th>UAB \"Pastatų ūkio priežiūra\"</th>\n",
" <td>701</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Servico\"</th>\n",
" <th>Romualdas Vrublevskis</th>\n",
" <td>43</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Verkių būstas\"</th>\n",
" <th>UAB \"Verkių būstas\"</th>\n",
" <td>168</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Vilkpėdės būstas\"</th>\n",
" <th>UAB \"Mano būstas\"</th>\n",
" <td>94</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Viršuliškių būstas\"</th>\n",
" <th>UAB \"Mano būstas\"</th>\n",
" <td>60</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Šilėja\"</th>\n",
" <th>UAB \"Šilėja\"</th>\n",
" <td>222</td>\n",
" </tr>\n",
" <tr>\n",
" <th rowspan=\"2\" valign=\"top\">UAB \"Žirmūnų būstas\"</th>\n",
" <th>UAB \"Mano būstas\"</th>\n",
" <td>457</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UAB \"Žirmūnų būstas\"</th>\n",
" <td>1</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Pastatų sk.\n",
"Pastato administratorius Techninis prižiūrėtojas \n",
"L. Šukio PĮ Aupaira Drąsutis Kulbė 2\n",
"UAB \"ADMI\" UAB \"ADMI\" 15\n",
"UAB \"Adminsta\" UAB \"Adminsta\" 70\n",
"UAB \"Antakalnio būstas\" UAB \"Mano būstas\" 288\n",
"UAB \"Būsto renovacijos agentūra\" UAB \"Būsto renovacijos agentūra 9\n",
"UAB \"Castrade Service\" UAB \"CASTRADE SERVICE\" 40\n",
"UAB \"Castrade service\" UAB \"CASTRADE SERVICE\" 2\n",
"UAB \"Corpus A\" UAB \"Corpus A\" 14\n",
"UAB \"Fabeta\" UAB \"Fabeta\" 194\n",
"UAB \"Jurita\" UAB \"Jurita\" 71\n",
"UAB \"Justiniškių būstas\" UAB \"Mano būstas\" 65\n",
"UAB \"Karoliniškių būstas\" UAB \"Mano būstas\" 170\n",
"UAB \"Lazdynų butų ūkis\" UAB \"Mano būstas\" 145\n",
"UAB \"Namų priežiūros centras\" UAB \"Mano būstas\" 191\n",
" Valentinas Pumputis 4\n",
"UAB \"Namų ūkis\" UAB \"Namų ūkis\" 1\n",
"UAB \"Naujamiesčio būstas\" UAB \"Mano būstas\" 736\n",
"UAB \"Naujininkų ūkis\" UAB \"Mano būstas\" 519\n",
"UAB \"Naujoji Pilaitė\" UAB \"Naujoji Pilaitė\" 80\n",
"UAB \"Ozo miestas\" (buvusi UAB \"Fixum\") UAB ''Pastatų ūkio priežiūra\" 12\n",
"UAB \"Pašilaičių būstas\" UAB \"Mano būstas\" 105\n",
"UAB \"Priemiestis\" UAB \"Priemiestis\" 334\n",
"UAB \"Rasų valda\" UAB \"Rasų valda\" 54\n",
"UAB \"Senamiesčio ūkis\" UAB \"Pastatų ūkio priežiūra\" 701\n",
"UAB \"Servico\" Romualdas Vrublevskis 43\n",
"UAB \"Verkių būstas\" UAB \"Verkių būstas\" 168\n",
"UAB \"Vilkpėdės būstas\" UAB \"Mano būstas\" 94\n",
"UAB \"Viršuliškių būstas\" UAB \"Mano būstas\" 60\n",
"UAB \"Šilėja\" UAB \"Šilėja\" 222\n",
"UAB \"Žirmūnų būstas\" UAB \"Mano būstas\" 457\n",
" UAB \"Žirmūnų būstas\" 1"
]
},
"execution_count": 101,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"frame = data.groupby(['ADMINISTR', 'NTPRIZ']).OBJECTID.count().to_frame()\n",
"frame.columns = ['Pastatų sk.']\n",
"frame.index.names = ['Pastato administratorius', 'Techninis prižiūrėtojas']\n",
"frame"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Pastatų techninės priežiūros paslaugas teikiančios įmonės"
]
},
{
"cell_type": "code",
"execution_count": 108,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1152x576 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = data.NTPRIZ.value_counts()[::-1].plot.barh(figsize=(16, 8))\n",
"ax.set_xlabel('Pastatų sk.');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Pastų administratoriai pagal administruojamų pastatų skaičių"
]
},
{
"cell_type": "code",
"execution_count": 110,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x1152 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import seaborn as sns\n",
"sns.set(style='darkgrid', font_scale=2)\n",
"administratoriai = data.ADMINISTR.value_counts()\n",
"ax = administratoriai[administratoriai > 1][:30][::-1].plot.barh(figsize=(16, 16))\n",
"ax.set_xlabel('Pastatų sk.');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Pastatų administratoriai pagal gyvenamų patalpų skaičių"
]
},
{
"cell_type": "code",
"execution_count": 111,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x1152 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = data.groupby(data.ADMINISTR).PATALPUGSK.sum().sort_values(ascending=False)[:30][::-1].plot.barh(figsize=(16, 16))\n",
"ax.set_xlabel('Gyvenamų patalpų sk.');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Pastatų administratoriai pagal vidutinį gyvenamų patalpų skaičių pastate"
]
},
{
"cell_type": "code",
"execution_count": 184,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x1152 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = data.groupby(data.ADMINISTR).PATALPUGSK.median().sort_values(ascending=False)[:30][::-1].plot.barh(figsize=(16, 16))\n",
"ax.set_xlabel('Vidutinis gyvenamų patalpų sk. pastate');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Pastatų administratoriai pagal bendrąjį ir naudingąjį pastato plotą"
]
},
{
"cell_type": "code",
"execution_count": 120,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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