{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Agricultural census data for the Island of Ireland" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "import geopandas as gpd" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## ROI data" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "bound_ie = gpd.read_file(\n", " os.path.join(\"data\", \"boundaries\", \"boundaries_all.gpkg\"),\n", " layer=\"OSi_IE_electoral_divisions_2019\",\n", ")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
| \n", " | ED_ID | \n", "ENGLISH | \n", "GAEILGE | \n", "CONTAE | \n", "COUNTY | \n", "PROVINCE | \n", "GUID | \n", "CENTROID_X | \n", "CENTROID_Y | \n", "AREA | \n", "ESRI_OID | \n", "Shape__Are | \n", "Shape__Len | \n", "geometry | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "267160 | \n", "TURNAPIN | \n", "Turnapain | \n", "Baile Átha Cliath | \n", "DUBLIN | \n", "Leinster | \n", "2ae19629-1cea-13a3-e055-000000000001 | \n", "717365.57 | \n", "740807.88 | \n", "943505.13 | \n", "1 | \n", "9.435051e+05 | \n", "4732.251966 | \n", "POLYGON ((717716.712 741601.510, 717759.461 74... | \n", "
| 1 | \n", "27045 | \n", "DRUMLUMMAN | \n", "Droim Lomáin | \n", "An Cabhán | \n", "CAVAN | \n", "Ulster | \n", "2ae19629-1caa-13a3-e055-000000000001 | \n", "638130.82 | \n", "789588.69 | \n", "17617760.82 | \n", "2 | \n", "1.761776e+07 | \n", "21762.101454 | \n", "POLYGON ((637756.185 787640.988, 637753.646 78... | \n", "
| 2 | \n", "117019 | \n", "CASTLEFORE | \n", "Baile Choille Fóir | \n", "Liatroim | \n", "LEITRIM | \n", "Connacht | \n", "2ae19629-171c-13a3-e055-000000000001 | \n", "606853.02 | \n", "809670.32 | \n", "14080012.63 | \n", "3 | \n", "1.408001e+07 | \n", "21907.071044 | \n", "POLYGON ((608196.069 807618.950, 608244.536 80... | \n", "
| 3 | \n", "37135 | \n", "RAHONA | \n", "Ráth Úna | \n", "An Clár | \n", "CLARE | \n", "Munster | \n", "2ae19629-1fec-13a3-e055-000000000001 | \n", "481634.87 | \n", "649839.86 | \n", "24664562.56 | \n", "4 | \n", "2.466456e+07 | \n", "35830.867808 | \n", "POLYGON ((484212.068 651795.629, 484231.866 65... | \n", "
| 4 | \n", "167021 | \n", "CROSSAKEEL | \n", "Crosa Caoil | \n", "An Mhí | \n", "MEATH | \n", "Leinster | \n", "2ae19629-1861-13a3-e055-000000000001 | \n", "662161.01 | \n", "774125.96 | \n", "20159197.51 | \n", "5 | \n", "2.015920e+07 | \n", "34415.329703 | \n", "POLYGON ((663308.409 776111.796, 663305.294 77... | \n", "
| \n", " | C03904V04656 | \n", "electoral_division | \n", "total_cattle | \n", "total_sheep | \n", "total_grass_hectares | \n", "
|---|---|---|---|---|---|
| 0 | \n", "3576C59993454152E0530100007F0280 | \n", "Brisha / Capard, Co.Laois, 08045/08046 | \n", "1955 | \n", "420 | \n", "964.3 | \n", "
| 1 | \n", "3576C59992AD4152E0530100007F0280 | \n", "Firry / Newgrove, Co.Longford, 09024/09035 | \n", "2164 | \n", "675 | \n", "965.4 | \n", "
| 2 | \n", "2AE1962918C813A3E055000000000001 | \n", "Fair Gate, Co.Louth, 10001 | \n", "0 | \n", "0 | \n", "0.0 | \n", "
| 3 | \n", "2AE19629193513A3E055000000000001 | \n", "St. Laurence Gate, Co.Louth, 10002 | \n", "0 | \n", "0 | \n", "0.0 | \n", "
| 4 | \n", "2AE19629191E13A3E055000000000001 | \n", "West Gate, Co.Louth, 10003 | \n", "0 | \n", "0 | \n", "0.0 | \n", "
| \n", " | ED_ID | \n", "ENGLISH | \n", "GAEILGE | \n", "CONTAE | \n", "COUNTY | \n", "PROVINCE | \n", "GUID | \n", "CENTROID_X | \n", "CENTROID_Y | \n", "AREA | \n", "ESRI_OID | \n", "Shape__Are | \n", "Shape__Len | \n", "geometry | \n", "C03904V04656 | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "267160 | \n", "TURNAPIN | \n", "Turnapain | \n", "Baile Átha Cliath | \n", "DUBLIN | \n", "Leinster | \n", "2ae19629-1cea-13a3-e055-000000000001 | \n", "717365.57 | \n", "740807.88 | \n", "943505.13 | \n", "1 | \n", "9.435051e+05 | \n", "4732.251966 | \n", "POLYGON ((717716.712 741601.510, 717759.461 74... | \n", "2AE196291CEA13A3E055000000000001 | \n", "
| 1 | \n", "27045 | \n", "DRUMLUMMAN | \n", "Droim Lomáin | \n", "An Cabhán | \n", "CAVAN | \n", "Ulster | \n", "2ae19629-1caa-13a3-e055-000000000001 | \n", "638130.82 | \n", "789588.69 | \n", "17617760.82 | \n", "2 | \n", "1.761776e+07 | \n", "21762.101454 | \n", "POLYGON ((637756.185 787640.988, 637753.646 78... | \n", "2AE196291CAA13A3E055000000000001 | \n", "
| 2 | \n", "117019 | \n", "CASTLEFORE | \n", "Baile Choille Fóir | \n", "Liatroim | \n", "LEITRIM | \n", "Connacht | \n", "2ae19629-171c-13a3-e055-000000000001 | \n", "606853.02 | \n", "809670.32 | \n", "14080012.63 | \n", "3 | \n", "1.408001e+07 | \n", "21907.071044 | \n", "POLYGON ((608196.069 807618.950, 608244.536 80... | \n", "2AE19629171C13A3E055000000000001 | \n", "
| 3 | \n", "37135 | \n", "RAHONA | \n", "Ráth Úna | \n", "An Clár | \n", "CLARE | \n", "Munster | \n", "2ae19629-1fec-13a3-e055-000000000001 | \n", "481634.87 | \n", "649839.86 | \n", "24664562.56 | \n", "4 | \n", "2.466456e+07 | \n", "35830.867808 | \n", "POLYGON ((484212.068 651795.629, 484231.866 65... | \n", "2AE196291FEC13A3E055000000000001 | \n", "
| 4 | \n", "167021 | \n", "CROSSAKEEL | \n", "Crosa Caoil | \n", "An Mhí | \n", "MEATH | \n", "Leinster | \n", "2ae19629-1861-13a3-e055-000000000001 | \n", "662161.01 | \n", "774125.96 | \n", "20159197.51 | \n", "5 | \n", "2.015920e+07 | \n", "34415.329703 | \n", "POLYGON ((663308.409 776111.796, 663305.294 77... | \n", "2AE19629186113A3E055000000000001 | \n", "
| \n", " | C03904V04656 | \n", "electoral_division | \n", "total_cattle | \n", "total_sheep | \n", "total_grass_hectares | \n", "
|---|---|---|---|---|---|
| 3455 | \n", "3576C59993454152E0530100007F0280 | \n", "Brisha / Capard, Co.Laois, 08045/08046 | \n", "1955.0 | \n", "420.0 | \n", "964.3 | \n", "
| 3456 | \n", "3576C59992AD4152E0530100007F0280 | \n", "Firry / Newgrove, Co.Longford, 09024/09035 | \n", "2164.0 | \n", "675.0 | \n", "965.4 | \n", "
| 3457 | \n", "3576C59993334152E0530100007F0280 | \n", "Esker / Ballaghassaan, Co.Offaly, 12043/12034 | \n", "3830.0 | \n", "923.0 | \n", "1792.4 | \n", "
| 3458 | \n", "3576C599940F4152E0530100007F0280 | \n", "Ballinalack / Lackan, Co.Westmeath, 13054/13085 | \n", "2685.0 | \n", "2311.0 | \n", "1748.1 | \n", "
| 3459 | \n", "3576C59994FC4152E0530100007F0280 | \n", "Noughaval / Castletown, Co.Clare, 16014/16008 | \n", "4311.0 | \n", "940.0 | \n", "4445.3 | \n", "
| 3460 | \n", "3576C59994AA4152E0530100007F0280 | \n", "Glenroe / Ballyeighter, Co.Clare, 16020/16017 | \n", "2379.0 | \n", "808.0 | \n", "2450.5 | \n", "
| 3461 | \n", "3576C59996354152E0530100007F0280 | \n", "Corlea / Cahermurphy, Co.Clare, 16128/16123 | \n", "689.0 | \n", "0.0 | \n", "1051.5 | \n", "
| 3462 | \n", "3576C59995BD4152E0530100007F0280 | \n", "Inishcaltra North / Inishcaltra South, Co.Clar... | \n", "2114.0 | \n", "0.0 | \n", "1094.7 | \n", "
| 3463 | \n", "3576C599953E4152E0530100007F0280 | \n", "Bantry Rural / Whiddy, Co.Cork, 18033/18046 | \n", "3387.0 | \n", "2596.0 | \n", "2411.1 | \n", "
| 3464 | \n", "3576C59996CB4152E0530100007F0280 | \n", "Ceannúigh / Máistir Gaoithe, Co.Kerry, 19009/1... | \n", "1579.0 | \n", "7615.0 | \n", "4068.3 | \n", "
| 3465 | \n", "3576C599971F4152E0530100007F0280 | \n", "Doire Ianna / Cloon, Co.Kerry, 19014/19011 | \n", "1045.0 | \n", "21522.0 | \n", "7209.8 | \n", "
| 3466 | \n", "3576C59998334152E0530100007F0280 | \n", "Greenhall / Lackagh, Co.Tipperary, 22037/22045 | \n", "2385.0 | \n", "1159.0 | \n", "1750.6 | \n", "
| 3467 | \n", "3576C59999824152E0530100007F0280 | \n", "Kilsheelan / Killaloan, Co.Tipperary, 23137/23136 | \n", "3739.0 | \n", "359.0 | \n", "1728.7 | \n", "
| 3468 | \n", "3576C59997034152E0530100007F0280 | \n", "Ballybeg South / Ballynaneashagh, Co.Waterford... | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "
| 3469 | \n", "3576C59999FD4152E0530100007F0280 | \n", "Derrycunlagh / Derrylea, Co.Galway, 27027/27028 | \n", "518.0 | \n", "5186.0 | \n", "3120.8 | \n", "
| 3470 | \n", "3576C5999B294152E0530100007F0280 | \n", "Marblehill / Loughatorick, Co.Galway, 27129/27126 | \n", "1597.0 | \n", "393.0 | \n", "1719.3 | \n", "
| 3471 | \n", "3576C5999B084152E0530100007F0280 | \n", "Greaghglass / Stralongford, Co.Leitrim, 28007/... | \n", "880.0 | \n", "3391.0 | \n", "1690.7 | \n", "
| 3472 | \n", "3576C5999AA84152E0530100007F0280 | \n", "Drumreilly West / Drumreilly East, Co.Leitrim,... | \n", "766.0 | \n", "5527.0 | \n", "1905.9 | \n", "
| 3473 | \n", "3576C5999AEA4152E0530100007F0280 | \n", "Aghalateeve / Aghanlish, Co.Leitrim, 28027/28028 | \n", "274.0 | \n", "10020.0 | \n", "1944.0 | \n", "
| 3474 | \n", "3576C5999AEB4152E0530100007F0280 | \n", "Aghavoghill / Melvin, Co.Leitrim, 28029/28032 | \n", "480.0 | \n", "7953.0 | \n", "1761.0 | \n", "
| 3475 | \n", "3576C5999B174152E0530100007F0280 | \n", "Garvagh / Arigna, Co.Leitrim, 28041/28034 | \n", "408.0 | \n", "1882.0 | \n", "950.9 | \n", "
| 3476 | \n", "3576C5999AEE4152E0530100007F0280 | \n", "Glenco / Sheskin, Co.Mayo, 29058/29065 | \n", "646.0 | \n", "8044.0 | \n", "3702.6 | \n", "
| 3477 | \n", "3576C5999BB44152E0530100007F0280 | \n", "Owennadornaun / Bundorragha, Co.Mayo, 29150/29130 | \n", "181.0 | \n", "10308.0 | \n", "1234.6 | \n", "
| 3478 | \n", "3576C5999B404152E0530100007F0280 | \n", "Lisgarve / Mantua, Co.Roscommon, 30046/30048 | \n", "2714.0 | \n", "1296.0 | \n", "1859.9 | \n", "
| 3479 | \n", "3576C5999B934152E0530100007F0280 | \n", "Lough Allen / Altagowlan, Co.Roscommon, 30047/... | \n", "424.0 | \n", "1537.0 | \n", "892.9 | \n", "
| 3480 | \n", "3576C5999C054152E0530100007F0280 | \n", "Templeboy South / Mullagheruse, Co.Sligo, 3103... | \n", "1211.0 | \n", "8563.0 | \n", "3810.5 | \n", "
| 3481 | \n", "3576C5999C464152E0530100007F0280 | \n", "Branchfield / Carrownaskeagh, Co.Sligo, 31067/... | \n", "806.0 | \n", "4551.0 | \n", "1568.1 | \n", "
| 3482 | \n", "3576C5999C144152E0530100007F0280 | \n", "Loughill / Cloonacool, Co.Sligo, 31078/31071 | \n", "737.0 | \n", "10066.0 | \n", "3307.2 | \n", "
| 3483 | \n", "3576C5999C884152E0530100007F0280 | \n", "Pedara Vohers / Tircahan, Co.Cavan, 32025/32028 | \n", "940.0 | \n", "2752.0 | \n", "1531.2 | \n", "
| 3484 | \n", "3576C59999EE4152E0530100007F0280 | \n", "Templeport / Benbrack, Co.Cavan, 32027/32018 | \n", "1146.0 | \n", "3741.0 | \n", "1843.6 | \n", "
| 3485 | \n", "3576C5999CF04152E0530100007F0280 | \n", "Dunmakeever / Derrynananta, Co.Cavan, 32084/32082 | \n", "833.0 | \n", "11142.0 | \n", "2750.4 | \n", "
| 3486 | \n", "3576C5999C9C4152E0530100007F0280 | \n", "Killinagh / Teebane, Co.Cavan, 32086/32087 | \n", "422.0 | \n", "3844.0 | \n", "1424.1 | \n", "
| \n", " | C03904V04656 | \n", "electoral_division | \n", "total_cattle | \n", "total_sheep | \n", "total_grass_hectares | \n", "ENGLISH | \n", "COUNTY | \n", "
|---|---|---|---|---|---|---|---|
| 3455 | \n", "3576C59993454152E0530100007F0280 | \n", "Brisha / Capard, Co.Laois, 08045/08046 | \n", "1955.0 | \n", "420.0 | \n", "964.3 | \n", "Brisha | \n", "Laois | \n", "
| 3456 | \n", "3576C59992AD4152E0530100007F0280 | \n", "Firry / Newgrove, Co.Longford, 09024/09035 | \n", "2164.0 | \n", "675.0 | \n", "965.4 | \n", "Firry | \n", "Longford | \n", "
| 3457 | \n", "3576C59993334152E0530100007F0280 | \n", "Esker / Ballaghassaan, Co.Offaly, 12043/12034 | \n", "3830.0 | \n", "923.0 | \n", "1792.4 | \n", "Esker | \n", "Offaly | \n", "
| 3458 | \n", "3576C599940F4152E0530100007F0280 | \n", "Ballinalack / Lackan, Co.Westmeath, 13054/13085 | \n", "2685.0 | \n", "2311.0 | \n", "1748.1 | \n", "Ballinalack | \n", "Westmeath | \n", "
| 3459 | \n", "3576C59994FC4152E0530100007F0280 | \n", "Noughaval / Castletown, Co.Clare, 16014/16008 | \n", "4311.0 | \n", "940.0 | \n", "4445.3 | \n", "Noughaval | \n", "Clare | \n", "
| \n", " | C03904V04656 | \n", "electoral_division | \n", "total_cattle | \n", "total_sheep | \n", "total_grass_hectares | \n", "ENGLISH | \n", "COUNTY | \n", "
|---|---|---|---|---|---|---|---|
| 3455 | \n", "3576C59993454152E0530100007F0280 | \n", "Brisha / Capard, Co.Laois, 08045/08046 | \n", "1955.0 | \n", "420.0 | \n", "964.3 | \n", "Capard | \n", "Laois | \n", "
| 3456 | \n", "3576C59992AD4152E0530100007F0280 | \n", "Firry / Newgrove, Co.Longford, 09024/09035 | \n", "2164.0 | \n", "675.0 | \n", "965.4 | \n", "Newgrove | \n", "Longford | \n", "
| 3457 | \n", "3576C59993334152E0530100007F0280 | \n", "Esker / Ballaghassaan, Co.Offaly, 12043/12034 | \n", "3830.0 | \n", "923.0 | \n", "1792.4 | \n", "Ballaghassaan | \n", "Offaly | \n", "
| 3458 | \n", "3576C599940F4152E0530100007F0280 | \n", "Ballinalack / Lackan, Co.Westmeath, 13054/13085 | \n", "2685.0 | \n", "2311.0 | \n", "1748.1 | \n", "Lackan | \n", "Westmeath | \n", "
| 3459 | \n", "3576C59994FC4152E0530100007F0280 | \n", "Noughaval / Castletown, Co.Clare, 16014/16008 | \n", "4311.0 | \n", "940.0 | \n", "4445.3 | \n", "Castletown | \n", "Clare | \n", "
| \n", " | C03904V04656 | \n", "electoral_division | \n", "total_cattle | \n", "total_sheep | \n", "total_grass_hectares | \n", "ENGLISH | \n", "COUNTY | \n", "
|---|---|---|---|---|---|---|---|
| 3455 | \n", "3576C59993454152E0530100007F0280 | \n", "Brisha / Capard, Co.Laois, 08045/08046 | \n", "1955.0 | \n", "420.0 | \n", "964.3 | \n", "BRISHA | \n", "LAOIS | \n", "
| 3456 | \n", "3576C59992AD4152E0530100007F0280 | \n", "Firry / Newgrove, Co.Longford, 09024/09035 | \n", "2164.0 | \n", "675.0 | \n", "965.4 | \n", "FIRRY | \n", "LONGFORD | \n", "
| 3457 | \n", "3576C59993334152E0530100007F0280 | \n", "Esker / Ballaghassaan, Co.Offaly, 12043/12034 | \n", "3830.0 | \n", "923.0 | \n", "1792.4 | \n", "ESKER | \n", "OFFALY | \n", "
| 3458 | \n", "3576C599940F4152E0530100007F0280 | \n", "Ballinalack / Lackan, Co.Westmeath, 13054/13085 | \n", "2685.0 | \n", "2311.0 | \n", "1748.1 | \n", "BALLINALACK | \n", "WESTMEATH | \n", "
| 3459 | \n", "3576C59994FC4152E0530100007F0280 | \n", "Noughaval / Castletown, Co.Clare, 16014/16008 | \n", "4311.0 | \n", "940.0 | \n", "4445.3 | \n", "NOUGHAVAL | \n", "CLARE | \n", "
| \n", " | ED_ID | \n", "ENGLISH | \n", "GAEILGE | \n", "CONTAE | \n", "COUNTY | \n", "PROVINCE | \n", "GUID | \n", "CENTROID_X | \n", "CENTROID_Y | \n", "AREA | \n", "... | \n", "C03904V04656_x | \n", "electoral_division_x | \n", "total_cattle_x | \n", "total_sheep_x | \n", "total_grass_hectares_x | \n", "C03904V04656_y | \n", "electoral_division_y | \n", "total_cattle_y | \n", "total_sheep_y | \n", "total_grass_hectares_y | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "267160 | \n", "TURNAPIN | \n", "Turnapain | \n", "Baile Átha Cliath | \n", "DUBLIN | \n", "Leinster | \n", "2ae19629-1cea-13a3-e055-000000000001 | \n", "717365.57 | \n", "740807.88 | \n", "943505.13 | \n", "... | \n", "2AE196291CEA13A3E055000000000001 | \n", "Turnapin, Co.Dublin, 04042 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| 1 | \n", "27045 | \n", "DRUMLUMMAN | \n", "Droim Lomáin | \n", "An Cabhán | \n", "CAVAN | \n", "Ulster | \n", "2ae19629-1caa-13a3-e055-000000000001 | \n", "638130.82 | \n", "789588.69 | \n", "17617760.82 | \n", "... | \n", "2AE196291CAA13A3E055000000000001 | \n", "Drumlumman, Co.Cavan, 32089 | \n", "2673.0 | \n", "231.0 | \n", "1249.1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| 2 | \n", "117019 | \n", "CASTLEFORE | \n", "Baile Choille Fóir | \n", "Liatroim | \n", "LEITRIM | \n", "Connacht | \n", "2ae19629-171c-13a3-e055-000000000001 | \n", "606853.02 | \n", "809670.32 | \n", "14080012.63 | \n", "... | \n", "2AE19629171C13A3E055000000000001 | \n", "Castlefore, Co.Leitrim, 28063 | \n", "630.0 | \n", "0.0 | \n", "805.9 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| 3 | \n", "37135 | \n", "RAHONA | \n", "Ráth Úna | \n", "An Clár | \n", "CLARE | \n", "Munster | \n", "2ae19629-1fec-13a3-e055-000000000001 | \n", "481634.87 | \n", "649839.86 | \n", "24664562.56 | \n", "... | \n", "2AE196291FEC13A3E055000000000001 | \n", "Rahona, Co.Clare, 16101 | \n", "2369.0 | \n", "0.0 | \n", "1349.9 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| 4 | \n", "167021 | \n", "CROSSAKEEL | \n", "Crosa Caoil | \n", "An Mhí | \n", "MEATH | \n", "Leinster | \n", "2ae19629-1861-13a3-e055-000000000001 | \n", "662161.01 | \n", "774125.96 | \n", "20159197.51 | \n", "... | \n", "2AE19629186113A3E055000000000001 | \n", "Crossakeel, Co.Meath, 11061 | \n", "4826.0 | \n", "671.0 | \n", "2014.1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
5 rows × 24 columns
\n", "| \n", " | ED_ID | \n", "ENGLISH | \n", "GAEILGE | \n", "CONTAE | \n", "COUNTY | \n", "PROVINCE | \n", "GUID | \n", "CENTROID_X | \n", "CENTROID_Y | \n", "AREA | \n", "ESRI_OID | \n", "Shape__Are | \n", "Shape__Len | \n", "geometry | \n", "total_cattle | \n", "total_sheep | \n", "total_grass_hectares | \n", "electoral_division | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "267160 | \n", "TURNAPIN | \n", "Turnapain | \n", "Baile Átha Cliath | \n", "DUBLIN | \n", "Leinster | \n", "2ae19629-1cea-13a3-e055-000000000001 | \n", "717365.57 | \n", "740807.88 | \n", "943505.13 | \n", "1 | \n", "9.435051e+05 | \n", "4732.251966 | \n", "POLYGON ((717716.712 741601.510, 717759.461 74... | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Turnapin, Co.Dublin, 04042 | \n", "
| 1 | \n", "27045 | \n", "DRUMLUMMAN | \n", "Droim Lomáin | \n", "An Cabhán | \n", "CAVAN | \n", "Ulster | \n", "2ae19629-1caa-13a3-e055-000000000001 | \n", "638130.82 | \n", "789588.69 | \n", "17617760.82 | \n", "2 | \n", "1.761776e+07 | \n", "21762.101454 | \n", "POLYGON ((637756.185 787640.988, 637753.646 78... | \n", "2673.0 | \n", "231.0 | \n", "1249.1 | \n", "Drumlumman, Co.Cavan, 32089 | \n", "
| 2 | \n", "117019 | \n", "CASTLEFORE | \n", "Baile Choille Fóir | \n", "Liatroim | \n", "LEITRIM | \n", "Connacht | \n", "2ae19629-171c-13a3-e055-000000000001 | \n", "606853.02 | \n", "809670.32 | \n", "14080012.63 | \n", "3 | \n", "1.408001e+07 | \n", "21907.071044 | \n", "POLYGON ((608196.069 807618.950, 608244.536 80... | \n", "630.0 | \n", "0.0 | \n", "805.9 | \n", "Castlefore, Co.Leitrim, 28063 | \n", "
| 3 | \n", "37135 | \n", "RAHONA | \n", "Ráth Úna | \n", "An Clár | \n", "CLARE | \n", "Munster | \n", "2ae19629-1fec-13a3-e055-000000000001 | \n", "481634.87 | \n", "649839.86 | \n", "24664562.56 | \n", "4 | \n", "2.466456e+07 | \n", "35830.867808 | \n", "POLYGON ((484212.068 651795.629, 484231.866 65... | \n", "2369.0 | \n", "0.0 | \n", "1349.9 | \n", "Rahona, Co.Clare, 16101 | \n", "
| 4 | \n", "167021 | \n", "CROSSAKEEL | \n", "Crosa Caoil | \n", "An Mhí | \n", "MEATH | \n", "Leinster | \n", "2ae19629-1861-13a3-e055-000000000001 | \n", "662161.01 | \n", "774125.96 | \n", "20159197.51 | \n", "5 | \n", "2.015920e+07 | \n", "34415.329703 | \n", "POLYGON ((663308.409 776111.796, 663305.294 77... | \n", "4826.0 | \n", "671.0 | \n", "2014.1 | \n", "Crossakeel, Co.Meath, 11061 | \n", "
| \n", " | OBJECTID | \n", "WD22CD | \n", "WD22NM | \n", "WD22NMW | \n", "LAD22CD | \n", "LAD22NM | \n", "BNG_E | \n", "BNG_N | \n", "LONG | \n", "LAT | \n", "GlobalID | \n", "SHAPE_Leng | \n", "SHAPE_Area | \n", "geometry | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "6905 | \n", "N08000101 | \n", "Abbey | \n", "None | \n", "N09000001 | \n", "Antrim and Newtownabbey | \n", "148871 | \n", "538433 | \n", "-5.89564 | \n", "54.677608 | \n", "{5BDA2CD0-D7CB-4D6B-90EB-75F8A1FFD7A4} | \n", "5291.934708 | \n", "9.102273e+05 | \n", "POLYGON ((736083.766 883168.756, 736079.853 88... | \n", "
| 1 | \n", "6906 | \n", "N08000102 | \n", "Aldergrove | \n", "None | \n", "N09000001 | \n", "Antrim and Newtownabbey | \n", "123312 | \n", "535417 | \n", "-6.28810 | \n", "54.637211 | \n", "{EF80E5AC-3B27-4D56-9BB3-0CBFE94D7642} | \n", "66396.070829 | \n", "1.562231e+08 | \n", "POLYGON ((716585.770 885559.814, 716589.067 88... | \n", "
| 2 | \n", "6907 | \n", "N08000103 | \n", "Antrim Centre | \n", "None | \n", "N09000001 | \n", "Antrim and Newtownabbey | \n", "126897 | \n", "544127 | \n", "-6.24085 | \n", "54.717220 | \n", "{2900E2DF-24DB-45B8-8266-663DDF1D3BDF} | \n", "17140.311467 | \n", "1.062755e+07 | \n", "POLYGON ((713846.305 888779.215, 713856.936 88... | \n", "
| 3 | \n", "6908 | \n", "N08000104 | \n", "Ballyclare East | \n", "None | \n", "N09000001 | \n", "Antrim and Newtownabbey | \n", "142993 | \n", "547438 | \n", "-5.99452 | \n", "54.755379 | \n", "{ED83EA03-CE92-4D89-B5C4-BEB02CD9A528} | \n", "8186.240587 | \n", "1.828746e+06 | \n", "POLYGON ((728893.847 890935.685, 728892.974 89... | \n", "
| 4 | \n", "6909 | \n", "N08000105 | \n", "Ballyclare West | \n", "None | \n", "N09000001 | \n", "Antrim and Newtownabbey | \n", "141887 | \n", "547417 | \n", "-6.01165 | \n", "54.754620 | \n", "{0835C4C3-E634-4DEC-B0BE-3A67BFF613C7} | \n", "8307.724846 | \n", "1.782133e+06 | \n", "POLYGON ((728672.484 892458.897, 728669.323 89... | \n", "
| \n", " | ward_2014_code | \n", "ward_2014_name | \n", "year | \n", "total_grass_hectares | \n", "total_cattle | \n", "total_sheep | \n", "
|---|---|---|---|---|---|---|
| 0 | \n", "N08000101 | \n", "Abbey (Antrim and Newtownabbey) | \n", "2018 | \n", "3 | \n", "3 | \n", "3 | \n", "
| 1 | \n", "N08000102 | \n", "Aldergrove | \n", "2018 | \n", "5676 | \n", "10784 | \n", "15053 | \n", "
| 2 | \n", "N08000103 | \n", "Antrim Centre | \n", "2018 | \n", "3 | \n", "3 | \n", "3 | \n", "
| 3 | \n", "N08000104 | \n", "Ballyclare East | \n", "2018 | \n", "3 | \n", "3 | \n", "3 | \n", "
| 4 | \n", "N08000105 | \n", "Ballyclare West | \n", "2018 | \n", "148 | \n", "207 | \n", "152 | \n", "
| \n", " | OBJECTID | \n", "WD22CD | \n", "WD22NM | \n", "WD22NMW | \n", "LAD22CD | \n", "LAD22NM | \n", "BNG_E | \n", "BNG_N | \n", "LONG | \n", "LAT | \n", "GlobalID | \n", "SHAPE_Leng | \n", "SHAPE_Area | \n", "geometry | \n", "ward_2014_name | \n", "year | \n", "total_grass_hectares | \n", "total_cattle | \n", "total_sheep | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "6905 | \n", "N08000101 | \n", "Abbey | \n", "None | \n", "N09000001 | \n", "Antrim and Newtownabbey | \n", "148871 | \n", "538433 | \n", "-5.89564 | \n", "54.677608 | \n", "{5BDA2CD0-D7CB-4D6B-90EB-75F8A1FFD7A4} | \n", "5291.934708 | \n", "9.102273e+05 | \n", "POLYGON ((736083.766 883168.756, 736079.853 88... | \n", "Abbey (Antrim and Newtownabbey) | \n", "2018 | \n", "3 | \n", "3 | \n", "3 | \n", "
| 1 | \n", "6906 | \n", "N08000102 | \n", "Aldergrove | \n", "None | \n", "N09000001 | \n", "Antrim and Newtownabbey | \n", "123312 | \n", "535417 | \n", "-6.28810 | \n", "54.637211 | \n", "{EF80E5AC-3B27-4D56-9BB3-0CBFE94D7642} | \n", "66396.070829 | \n", "1.562231e+08 | \n", "POLYGON ((716585.770 885559.814, 716589.067 88... | \n", "Aldergrove | \n", "2018 | \n", "5676 | \n", "10784 | \n", "15053 | \n", "
| 2 | \n", "6907 | \n", "N08000103 | \n", "Antrim Centre | \n", "None | \n", "N09000001 | \n", "Antrim and Newtownabbey | \n", "126897 | \n", "544127 | \n", "-6.24085 | \n", "54.717220 | \n", "{2900E2DF-24DB-45B8-8266-663DDF1D3BDF} | \n", "17140.311467 | \n", "1.062755e+07 | \n", "POLYGON ((713846.305 888779.215, 713856.936 88... | \n", "Antrim Centre | \n", "2018 | \n", "3 | \n", "3 | \n", "3 | \n", "
| 3 | \n", "6908 | \n", "N08000104 | \n", "Ballyclare East | \n", "None | \n", "N09000001 | \n", "Antrim and Newtownabbey | \n", "142993 | \n", "547438 | \n", "-5.99452 | \n", "54.755379 | \n", "{ED83EA03-CE92-4D89-B5C4-BEB02CD9A528} | \n", "8186.240587 | \n", "1.828746e+06 | \n", "POLYGON ((728893.847 890935.685, 728892.974 89... | \n", "Ballyclare East | \n", "2018 | \n", "3 | \n", "3 | \n", "3 | \n", "
| 4 | \n", "6909 | \n", "N08000105 | \n", "Ballyclare West | \n", "None | \n", "N09000001 | \n", "Antrim and Newtownabbey | \n", "141887 | \n", "547417 | \n", "-6.01165 | \n", "54.754620 | \n", "{0835C4C3-E634-4DEC-B0BE-3A67BFF613C7} | \n", "8307.724846 | \n", "1.782133e+06 | \n", "POLYGON ((728672.484 892458.897, 728669.323 89... | \n", "Ballyclare West | \n", "2018 | \n", "148 | \n", "207 | \n", "152 | \n", "