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February 26, 2022 14:14
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "raw", | |
| "id": "ca3b0ebc", | |
| "metadata": {}, | |
| "source": [ | |
| "---\n", | |
| "title: London visitors\n", | |
| "description: International London visitors dashboard\n", | |
| "show-code: False\n", | |
| "params:\n", | |
| " year: \n", | |
| " input: select\n", | |
| " label: Please select a year\n", | |
| " value: ALL\n", | |
| " choices: ['ALL', '2002', '2003', '2004', '2005', '2006', '2007', '2008', '2009', '2010', '2011', '2012', '2013', '2014', '2015', '2016', '2017', '2018', '2019', '2020P']\n", | |
| " purpose:\n", | |
| " input: select\n", | |
| " label: Please select a purpose\n", | |
| " value: ALL\n", | |
| " choices: ['ALL', 'Business', 'Holiday', 'Miscellaneous', 'Study', 'VFR']\n", | |
| " num:\n", | |
| " input: numeric\n", | |
| " value: 5\n", | |
| " label: Please select a num filtering\n", | |
| " min: 0\n", | |
| " max: 100000\n", | |
| " step: 1\n", | |
| "---" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "318fe64f", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import pandas as pd\n", | |
| "import numpy as np\n", | |
| "from ipywidgets import widgets" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "id": "112c5a92", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "df_london = pd.read_csv(\"data/international-visitors-london-raw.csv\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "e9ea469c", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "ALL = 'ALL'" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "id": "c53a5fe1", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "year = ALL\n", | |
| "purpose = ALL\n", | |
| "num = 5" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "id": "abaacb4d", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "def colour_ge_value(value, comparison):\n", | |
| " if value >= comparison:\n", | |
| " return 'color: red'\n", | |
| " else:\n", | |
| " return 'color: black'" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "id": "9c9a5cca", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "def common_filtering(year, purpose, num):\n", | |
| " \n", | |
| " \n", | |
| " if (year == ALL) & (purpose == ALL):\n", | |
| " common_filter = df_london\n", | |
| " elif (year == ALL):\n", | |
| " common_filter = df_london[df_london.purpose == purpose]\n", | |
| " elif (purpose == ALL):\n", | |
| " common_filter = df_london[df_london.year == year]\n", | |
| " else:\n", | |
| " common_filter = df_london[(df_london.year == year) & \n", | |
| " (df_london.purpose == purpose)]\n", | |
| " \n", | |
| " print(\"Data set size\", common_filter.shape)\n", | |
| " return common_filter.head(20).style.applymap(\n", | |
| " lambda x: colour_ge_value(x, num),\n", | |
| " subset=['visits','spend', 'nights'])" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "id": "51b3d85b", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Data set size (61462, 11)\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<style type=\"text/css\">\n", | |
| "#T_8b9ab_row0_col7, #T_8b9ab_row0_col8, #T_8b9ab_row1_col8, #T_8b9ab_row2_col7, #T_8b9ab_row2_col8, #T_8b9ab_row2_col9, #T_8b9ab_row3_col7, #T_8b9ab_row3_col8, #T_8b9ab_row3_col9, #T_8b9ab_row4_col7, #T_8b9ab_row4_col8, #T_8b9ab_row4_col9, #T_8b9ab_row5_col7, #T_8b9ab_row5_col8, #T_8b9ab_row5_col9, #T_8b9ab_row6_col8, #T_8b9ab_row7_col8, #T_8b9ab_row8_col8, #T_8b9ab_row9_col7, #T_8b9ab_row9_col8, #T_8b9ab_row9_col9, #T_8b9ab_row10_col7, #T_8b9ab_row10_col8, #T_8b9ab_row10_col9, #T_8b9ab_row11_col7, #T_8b9ab_row11_col8, #T_8b9ab_row11_col9, #T_8b9ab_row12_col7, #T_8b9ab_row12_col8, #T_8b9ab_row13_col7, #T_8b9ab_row13_col8, #T_8b9ab_row13_col9, #T_8b9ab_row14_col7, #T_8b9ab_row14_col8, #T_8b9ab_row14_col9, #T_8b9ab_row15_col7, #T_8b9ab_row15_col8, #T_8b9ab_row15_col9, #T_8b9ab_row16_col7, #T_8b9ab_row16_col8, #T_8b9ab_row16_col9, #T_8b9ab_row17_col7, #T_8b9ab_row17_col8, #T_8b9ab_row17_col9, #T_8b9ab_row18_col7, #T_8b9ab_row18_col8, #T_8b9ab_row18_col9, #T_8b9ab_row19_col7, #T_8b9ab_row19_col8 {\n", | |
| " color: black;\n", | |
| "}\n", | |
| "#T_8b9ab_row0_col9, #T_8b9ab_row1_col7, #T_8b9ab_row1_col9, #T_8b9ab_row6_col7, #T_8b9ab_row6_col9, #T_8b9ab_row7_col7, #T_8b9ab_row7_col9, #T_8b9ab_row8_col7, #T_8b9ab_row8_col9, #T_8b9ab_row12_col9, #T_8b9ab_row19_col9 {\n", | |
| " color: red;\n", | |
| "}\n", | |
| "</style>\n", | |
| "<table id=\"T_8b9ab\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <th class=\"blank level0\" > </th>\n", | |
| " <th id=\"T_8b9ab_level0_col0\" class=\"col_heading level0 col0\" >year</th>\n", | |
| " <th id=\"T_8b9ab_level0_col1\" class=\"col_heading level0 col1\" >quarter</th>\n", | |
| " <th id=\"T_8b9ab_level0_col2\" class=\"col_heading level0 col2\" >market</th>\n", | |
| " <th id=\"T_8b9ab_level0_col3\" class=\"col_heading level0 col3\" >dur_stay</th>\n", | |
| " <th id=\"T_8b9ab_level0_col4\" class=\"col_heading level0 col4\" >mode</th>\n", | |
| " <th id=\"T_8b9ab_level0_col5\" class=\"col_heading level0 col5\" >purpose</th>\n", | |
| " <th id=\"T_8b9ab_level0_col6\" class=\"col_heading level0 col6\" >area</th>\n", | |
| " <th id=\"T_8b9ab_level0_col7\" class=\"col_heading level0 col7\" >visits</th>\n", | |
| " <th id=\"T_8b9ab_level0_col8\" class=\"col_heading level0 col8\" >spend</th>\n", | |
| " <th id=\"T_8b9ab_level0_col9\" class=\"col_heading level0 col9\" >nights</th>\n", | |
| " <th id=\"T_8b9ab_level0_col10\" class=\"col_heading level0 col10\" >sample</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row0\" class=\"row_heading level0 row0\" >0</th>\n", | |
| " <td id=\"T_8b9ab_row0_col0\" class=\"data row0 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row0_col1\" class=\"data row0 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row0_col2\" class=\"data row0 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row0_col3\" class=\"data row0 col3\" >1-3 nights</td>\n", | |
| " <td id=\"T_8b9ab_row0_col4\" class=\"data row0 col4\" >Air</td>\n", | |
| " <td id=\"T_8b9ab_row0_col5\" class=\"data row0 col5\" >Holiday</td>\n", | |
| " <td id=\"T_8b9ab_row0_col6\" class=\"data row0 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row0_col7\" class=\"data row0 col7\" >3.572186</td>\n", | |
| " <td id=\"T_8b9ab_row0_col8\" class=\"data row0 col8\" >0.969138</td>\n", | |
| " <td id=\"T_8b9ab_row0_col9\" class=\"data row0 col9\" >6.954456</td>\n", | |
| " <td id=\"T_8b9ab_row0_col10\" class=\"data row0 col10\" >5</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row1\" class=\"row_heading level0 row1\" >1</th>\n", | |
| " <td id=\"T_8b9ab_row1_col0\" class=\"data row1 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row1_col1\" class=\"data row1 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row1_col2\" class=\"data row1 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row1_col3\" class=\"data row1 col3\" >1-3 nights</td>\n", | |
| " <td id=\"T_8b9ab_row1_col4\" class=\"data row1 col4\" >Air</td>\n", | |
| " <td id=\"T_8b9ab_row1_col5\" class=\"data row1 col5\" >Business</td>\n", | |
| " <td id=\"T_8b9ab_row1_col6\" class=\"data row1 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row1_col7\" class=\"data row1 col7\" >9.284226</td>\n", | |
| " <td id=\"T_8b9ab_row1_col8\" class=\"data row1 col8\" >2.399577</td>\n", | |
| " <td id=\"T_8b9ab_row1_col9\" class=\"data row1 col9\" >12.604959</td>\n", | |
| " <td id=\"T_8b9ab_row1_col10\" class=\"data row1 col10\" >19</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row2\" class=\"row_heading level0 row2\" >2</th>\n", | |
| " <td id=\"T_8b9ab_row2_col0\" class=\"data row2 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row2_col1\" class=\"data row2 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row2_col2\" class=\"data row2 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row2_col3\" class=\"data row2 col3\" >1-3 nights</td>\n", | |
| " <td id=\"T_8b9ab_row2_col4\" class=\"data row2 col4\" >Air</td>\n", | |
| " <td id=\"T_8b9ab_row2_col5\" class=\"data row2 col5\" >VFR</td>\n", | |
| " <td id=\"T_8b9ab_row2_col6\" class=\"data row2 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row2_col7\" class=\"data row2 col7\" >0.877182</td>\n", | |
| " <td id=\"T_8b9ab_row2_col8\" class=\"data row2 col8\" >0.089833</td>\n", | |
| " <td id=\"T_8b9ab_row2_col9\" class=\"data row2 col9\" >2.153128</td>\n", | |
| " <td id=\"T_8b9ab_row2_col10\" class=\"data row2 col10\" >3</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row3\" class=\"row_heading level0 row3\" >3</th>\n", | |
| " <td id=\"T_8b9ab_row3_col0\" class=\"data row3 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row3_col1\" class=\"data row3 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row3_col2\" class=\"data row3 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row3_col3\" class=\"data row3 col3\" >1-3 nights</td>\n", | |
| " <td id=\"T_8b9ab_row3_col4\" class=\"data row3 col4\" >Air</td>\n", | |
| " <td id=\"T_8b9ab_row3_col5\" class=\"data row3 col5\" >Miscellaneous</td>\n", | |
| " <td id=\"T_8b9ab_row3_col6\" class=\"data row3 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row3_col7\" class=\"data row3 col7\" >0.163874</td>\n", | |
| " <td id=\"T_8b9ab_row3_col8\" class=\"data row3 col8\" >0.010160</td>\n", | |
| " <td id=\"T_8b9ab_row3_col9\" class=\"data row3 col9\" >0.163874</td>\n", | |
| " <td id=\"T_8b9ab_row3_col10\" class=\"data row3 col10\" >1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row4\" class=\"row_heading level0 row4\" >4</th>\n", | |
| " <td id=\"T_8b9ab_row4_col0\" class=\"data row4 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row4_col1\" class=\"data row4 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row4_col2\" class=\"data row4 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row4_col3\" class=\"data row4 col3\" >1-3 nights</td>\n", | |
| " <td id=\"T_8b9ab_row4_col4\" class=\"data row4 col4\" >Sea</td>\n", | |
| " <td id=\"T_8b9ab_row4_col5\" class=\"data row4 col5\" >Business</td>\n", | |
| " <td id=\"T_8b9ab_row4_col6\" class=\"data row4 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row4_col7\" class=\"data row4 col7\" >1.648670</td>\n", | |
| " <td id=\"T_8b9ab_row4_col8\" class=\"data row4 col8\" >0.016789</td>\n", | |
| " <td id=\"T_8b9ab_row4_col9\" class=\"data row4 col9\" >1.650300</td>\n", | |
| " <td id=\"T_8b9ab_row4_col10\" class=\"data row4 col10\" >1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row5\" class=\"row_heading level0 row5\" >5</th>\n", | |
| " <td id=\"T_8b9ab_row5_col0\" class=\"data row5 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row5_col1\" class=\"data row5 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row5_col2\" class=\"data row5 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row5_col3\" class=\"data row5 col3\" >1-3 nights</td>\n", | |
| " <td id=\"T_8b9ab_row5_col4\" class=\"data row5 col4\" >Sea</td>\n", | |
| " <td id=\"T_8b9ab_row5_col5\" class=\"data row5 col5\" >Miscellaneous</td>\n", | |
| " <td id=\"T_8b9ab_row5_col6\" class=\"data row5 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row5_col7\" class=\"data row5 col7\" >0.590807</td>\n", | |
| " <td id=\"T_8b9ab_row5_col8\" class=\"data row5 col8\" >0.003953</td>\n", | |
| " <td id=\"T_8b9ab_row5_col9\" class=\"data row5 col9\" >1.772420</td>\n", | |
| " <td id=\"T_8b9ab_row5_col10\" class=\"data row5 col10\" >1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row6\" class=\"row_heading level0 row6\" >6</th>\n", | |
| " <td id=\"T_8b9ab_row6_col0\" class=\"data row6 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row6_col1\" class=\"data row6 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row6_col2\" class=\"data row6 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row6_col3\" class=\"data row6 col3\" >1-3 nights</td>\n", | |
| " <td id=\"T_8b9ab_row6_col4\" class=\"data row6 col4\" >Tunnel</td>\n", | |
| " <td id=\"T_8b9ab_row6_col5\" class=\"data row6 col5\" >Holiday</td>\n", | |
| " <td id=\"T_8b9ab_row6_col6\" class=\"data row6 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row6_col7\" class=\"data row6 col7\" >10.940251</td>\n", | |
| " <td id=\"T_8b9ab_row6_col8\" class=\"data row6 col8\" >2.765473</td>\n", | |
| " <td id=\"T_8b9ab_row6_col9\" class=\"data row6 col9\" >23.242688</td>\n", | |
| " <td id=\"T_8b9ab_row6_col10\" class=\"data row6 col10\" >30</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row7\" class=\"row_heading level0 row7\" >7</th>\n", | |
| " <td id=\"T_8b9ab_row7_col0\" class=\"data row7 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row7_col1\" class=\"data row7 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row7_col2\" class=\"data row7 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row7_col3\" class=\"data row7 col3\" >1-3 nights</td>\n", | |
| " <td id=\"T_8b9ab_row7_col4\" class=\"data row7 col4\" >Tunnel</td>\n", | |
| " <td id=\"T_8b9ab_row7_col5\" class=\"data row7 col5\" >Business</td>\n", | |
| " <td id=\"T_8b9ab_row7_col6\" class=\"data row7 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row7_col7\" class=\"data row7 col7\" >6.052632</td>\n", | |
| " <td id=\"T_8b9ab_row7_col8\" class=\"data row7 col8\" >1.446697</td>\n", | |
| " <td id=\"T_8b9ab_row7_col9\" class=\"data row7 col9\" >10.428555</td>\n", | |
| " <td id=\"T_8b9ab_row7_col10\" class=\"data row7 col10\" >16</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row8\" class=\"row_heading level0 row8\" >8</th>\n", | |
| " <td id=\"T_8b9ab_row8_col0\" class=\"data row8 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row8_col1\" class=\"data row8 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row8_col2\" class=\"data row8 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row8_col3\" class=\"data row8 col3\" >1-3 nights</td>\n", | |
| " <td id=\"T_8b9ab_row8_col4\" class=\"data row8 col4\" >Tunnel</td>\n", | |
| " <td id=\"T_8b9ab_row8_col5\" class=\"data row8 col5\" >VFR</td>\n", | |
| " <td id=\"T_8b9ab_row8_col6\" class=\"data row8 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row8_col7\" class=\"data row8 col7\" >5.559403</td>\n", | |
| " <td id=\"T_8b9ab_row8_col8\" class=\"data row8 col8\" >0.468140</td>\n", | |
| " <td id=\"T_8b9ab_row8_col9\" class=\"data row8 col9\" >9.441416</td>\n", | |
| " <td id=\"T_8b9ab_row8_col10\" class=\"data row8 col10\" >13</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row9\" class=\"row_heading level0 row9\" >9</th>\n", | |
| " <td id=\"T_8b9ab_row9_col0\" class=\"data row9 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row9_col1\" class=\"data row9 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row9_col2\" class=\"data row9 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row9_col3\" class=\"data row9 col3\" >1-3 nights</td>\n", | |
| " <td id=\"T_8b9ab_row9_col4\" class=\"data row9 col4\" >Tunnel</td>\n", | |
| " <td id=\"T_8b9ab_row9_col5\" class=\"data row9 col5\" >Miscellaneous</td>\n", | |
| " <td id=\"T_8b9ab_row9_col6\" class=\"data row9 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row9_col7\" class=\"data row9 col7\" >0.704948</td>\n", | |
| " <td id=\"T_8b9ab_row9_col8\" class=\"data row9 col8\" >0.465721</td>\n", | |
| " <td id=\"T_8b9ab_row9_col9\" class=\"data row9 col9\" >1.409894</td>\n", | |
| " <td id=\"T_8b9ab_row9_col10\" class=\"data row9 col10\" >2</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row10\" class=\"row_heading level0 row10\" >10</th>\n", | |
| " <td id=\"T_8b9ab_row10_col0\" class=\"data row10 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row10_col1\" class=\"data row10 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row10_col2\" class=\"data row10 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row10_col3\" class=\"data row10 col3\" >4-7 nights</td>\n", | |
| " <td id=\"T_8b9ab_row10_col4\" class=\"data row10 col4\" >Air</td>\n", | |
| " <td id=\"T_8b9ab_row10_col5\" class=\"data row10 col5\" >Business</td>\n", | |
| " <td id=\"T_8b9ab_row10_col6\" class=\"data row10 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row10_col7\" class=\"data row10 col7\" >0.479947</td>\n", | |
| " <td id=\"T_8b9ab_row10_col8\" class=\"data row10 col8\" >0.102486</td>\n", | |
| " <td id=\"T_8b9ab_row10_col9\" class=\"data row10 col9\" >3.357790</td>\n", | |
| " <td id=\"T_8b9ab_row10_col10\" class=\"data row10 col10\" >1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row11\" class=\"row_heading level0 row11\" >11</th>\n", | |
| " <td id=\"T_8b9ab_row11_col0\" class=\"data row11 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row11_col1\" class=\"data row11 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row11_col2\" class=\"data row11 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row11_col3\" class=\"data row11 col3\" >4-7 nights</td>\n", | |
| " <td id=\"T_8b9ab_row11_col4\" class=\"data row11 col4\" >Air</td>\n", | |
| " <td id=\"T_8b9ab_row11_col5\" class=\"data row11 col5\" >VFR</td>\n", | |
| " <td id=\"T_8b9ab_row11_col6\" class=\"data row11 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row11_col7\" class=\"data row11 col7\" >0.158462</td>\n", | |
| " <td id=\"T_8b9ab_row11_col8\" class=\"data row11 col8\" >0.017748</td>\n", | |
| " <td id=\"T_8b9ab_row11_col9\" class=\"data row11 col9\" >1.109230</td>\n", | |
| " <td id=\"T_8b9ab_row11_col10\" class=\"data row11 col10\" >1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row12\" class=\"row_heading level0 row12\" >12</th>\n", | |
| " <td id=\"T_8b9ab_row12_col0\" class=\"data row12 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row12_col1\" class=\"data row12 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row12_col2\" class=\"data row12 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row12_col3\" class=\"data row12 col3\" >4-7 nights</td>\n", | |
| " <td id=\"T_8b9ab_row12_col4\" class=\"data row12 col4\" >Tunnel</td>\n", | |
| " <td id=\"T_8b9ab_row12_col5\" class=\"data row12 col5\" >Holiday</td>\n", | |
| " <td id=\"T_8b9ab_row12_col6\" class=\"data row12 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row12_col7\" class=\"data row12 col7\" >2.277937</td>\n", | |
| " <td id=\"T_8b9ab_row12_col8\" class=\"data row12 col8\" >1.031108</td>\n", | |
| " <td id=\"T_8b9ab_row12_col9\" class=\"data row12 col9\" >9.547630</td>\n", | |
| " <td id=\"T_8b9ab_row12_col10\" class=\"data row12 col10\" >6</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row13\" class=\"row_heading level0 row13\" >13</th>\n", | |
| " <td id=\"T_8b9ab_row13_col0\" class=\"data row13 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row13_col1\" class=\"data row13 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row13_col2\" class=\"data row13 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row13_col3\" class=\"data row13 col3\" >4-7 nights</td>\n", | |
| " <td id=\"T_8b9ab_row13_col4\" class=\"data row13 col4\" >Tunnel</td>\n", | |
| " <td id=\"T_8b9ab_row13_col5\" class=\"data row13 col5\" >Business</td>\n", | |
| " <td id=\"T_8b9ab_row13_col6\" class=\"data row13 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row13_col7\" class=\"data row13 col7\" >1.161690</td>\n", | |
| " <td id=\"T_8b9ab_row13_col8\" class=\"data row13 col8\" >0.176559</td>\n", | |
| " <td id=\"T_8b9ab_row13_col9\" class=\"data row13 col9\" >3.850700</td>\n", | |
| " <td id=\"T_8b9ab_row13_col10\" class=\"data row13 col10\" >3</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row14\" class=\"row_heading level0 row14\" >14</th>\n", | |
| " <td id=\"T_8b9ab_row14_col0\" class=\"data row14 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row14_col1\" class=\"data row14 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row14_col2\" class=\"data row14 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row14_col3\" class=\"data row14 col3\" >4-7 nights</td>\n", | |
| " <td id=\"T_8b9ab_row14_col4\" class=\"data row14 col4\" >Tunnel</td>\n", | |
| " <td id=\"T_8b9ab_row14_col5\" class=\"data row14 col5\" >VFR</td>\n", | |
| " <td id=\"T_8b9ab_row14_col6\" class=\"data row14 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row14_col7\" class=\"data row14 col7\" >1.063328</td>\n", | |
| " <td id=\"T_8b9ab_row14_col8\" class=\"data row14 col8\" >0.328267</td>\n", | |
| " <td id=\"T_8b9ab_row14_col9\" class=\"data row14 col9\" >4.653940</td>\n", | |
| " <td id=\"T_8b9ab_row14_col10\" class=\"data row14 col10\" >3</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row15\" class=\"row_heading level0 row15\" >15</th>\n", | |
| " <td id=\"T_8b9ab_row15_col0\" class=\"data row15 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row15_col1\" class=\"data row15 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row15_col2\" class=\"data row15 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row15_col3\" class=\"data row15 col3\" >4-7 nights</td>\n", | |
| " <td id=\"T_8b9ab_row15_col4\" class=\"data row15 col4\" >Tunnel</td>\n", | |
| " <td id=\"T_8b9ab_row15_col5\" class=\"data row15 col5\" >Miscellaneous</td>\n", | |
| " <td id=\"T_8b9ab_row15_col6\" class=\"data row15 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row15_col7\" class=\"data row15 col7\" >0.352474</td>\n", | |
| " <td id=\"T_8b9ab_row15_col8\" class=\"data row15 col8\" >0.009902</td>\n", | |
| " <td id=\"T_8b9ab_row15_col9\" class=\"data row15 col9\" >2.467320</td>\n", | |
| " <td id=\"T_8b9ab_row15_col10\" class=\"data row15 col10\" >1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row16\" class=\"row_heading level0 row16\" >16</th>\n", | |
| " <td id=\"T_8b9ab_row16_col0\" class=\"data row16 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row16_col1\" class=\"data row16 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row16_col2\" class=\"data row16 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row16_col3\" class=\"data row16 col3\" >8-14 nights</td>\n", | |
| " <td id=\"T_8b9ab_row16_col4\" class=\"data row16 col4\" >Air</td>\n", | |
| " <td id=\"T_8b9ab_row16_col5\" class=\"data row16 col5\" >Holiday</td>\n", | |
| " <td id=\"T_8b9ab_row16_col6\" class=\"data row16 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row16_col7\" class=\"data row16 col7\" >0.528879</td>\n", | |
| " <td id=\"T_8b9ab_row16_col8\" class=\"data row16 col8\" >0.066925</td>\n", | |
| " <td id=\"T_8b9ab_row16_col9\" class=\"data row16 col9\" >1.585210</td>\n", | |
| " <td id=\"T_8b9ab_row16_col10\" class=\"data row16 col10\" >1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row17\" class=\"row_heading level0 row17\" >17</th>\n", | |
| " <td id=\"T_8b9ab_row17_col0\" class=\"data row17 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row17_col1\" class=\"data row17 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row17_col2\" class=\"data row17 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row17_col3\" class=\"data row17 col3\" >8-14 nights</td>\n", | |
| " <td id=\"T_8b9ab_row17_col4\" class=\"data row17 col4\" >Air</td>\n", | |
| " <td id=\"T_8b9ab_row17_col5\" class=\"data row17 col5\" >VFR</td>\n", | |
| " <td id=\"T_8b9ab_row17_col6\" class=\"data row17 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row17_col7\" class=\"data row17 col7\" >0.324765</td>\n", | |
| " <td id=\"T_8b9ab_row17_col8\" class=\"data row17 col8\" >0.145170</td>\n", | |
| " <td id=\"T_8b9ab_row17_col9\" class=\"data row17 col9\" >3.247650</td>\n", | |
| " <td id=\"T_8b9ab_row17_col10\" class=\"data row17 col10\" >1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row18\" class=\"row_heading level0 row18\" >18</th>\n", | |
| " <td id=\"T_8b9ab_row18_col0\" class=\"data row18 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row18_col1\" class=\"data row18 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row18_col2\" class=\"data row18 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row18_col3\" class=\"data row18 col3\" >8-14 nights</td>\n", | |
| " <td id=\"T_8b9ab_row18_col4\" class=\"data row18 col4\" >Tunnel</td>\n", | |
| " <td id=\"T_8b9ab_row18_col5\" class=\"data row18 col5\" >Holiday</td>\n", | |
| " <td id=\"T_8b9ab_row18_col6\" class=\"data row18 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row18_col7\" class=\"data row18 col7\" >0.415971</td>\n", | |
| " <td id=\"T_8b9ab_row18_col8\" class=\"data row18 col8\" >0.125145</td>\n", | |
| " <td id=\"T_8b9ab_row18_col9\" class=\"data row18 col9\" >4.411000</td>\n", | |
| " <td id=\"T_8b9ab_row18_col10\" class=\"data row18 col10\" >1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th id=\"T_8b9ab_level0_row19\" class=\"row_heading level0 row19\" >19</th>\n", | |
| " <td id=\"T_8b9ab_row19_col0\" class=\"data row19 col0\" >2002</td>\n", | |
| " <td id=\"T_8b9ab_row19_col1\" class=\"data row19 col1\" >January-March</td>\n", | |
| " <td id=\"T_8b9ab_row19_col2\" class=\"data row19 col2\" >Belgium</td>\n", | |
| " <td id=\"T_8b9ab_row19_col3\" class=\"data row19 col3\" >8-14 nights</td>\n", | |
| " <td id=\"T_8b9ab_row19_col4\" class=\"data row19 col4\" >Tunnel</td>\n", | |
| " <td id=\"T_8b9ab_row19_col5\" class=\"data row19 col5\" >VFR</td>\n", | |
| " <td id=\"T_8b9ab_row19_col6\" class=\"data row19 col6\" > LONDON</td>\n", | |
| " <td id=\"T_8b9ab_row19_col7\" class=\"data row19 col7\" >0.797496</td>\n", | |
| " <td id=\"T_8b9ab_row19_col8\" class=\"data row19 col8\" >0.171898</td>\n", | |
| " <td id=\"T_8b9ab_row19_col9\" class=\"data row19 col9\" >5.653960</td>\n", | |
| " <td id=\"T_8b9ab_row19_col10\" class=\"data row19 col10\" >2</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n" | |
| ], | |
| "text/plain": [ | |
| "<pandas.io.formats.style.Styler at 0x7fb995fb8f40>" | |
| ] | |
| }, | |
| "execution_count": 7, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "common_filtering(year, purpose, num)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "id": "a724c040", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "widgets_env", | |
| "language": "python", | |
| "name": "widgets_env" | |
| }, | |
| "language_info": { | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 3 | |
| }, | |
| "file_extension": ".py", | |
| "mimetype": "text/x-python", | |
| "name": "python", | |
| "nbconvert_exporter": "python", | |
| "pygments_lexer": "ipython3", | |
| "version": "3.8.0" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 5 | |
| } |
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